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Asymptomatic Patients and Immune Subjects
Sheila Veronese *                 and Andrea Sbarbati

                                          Department of Neurosciences, Biomedicine and Movement Sciences, Verona University, 10 Sq. L.A.Scuro,
                                          37134 Verona, Italy; andrea.sbarbati@univr.it
                                          * Correspondence: sheila.veronese@univr.it

                                          Definition: An asymptomatic patient is someone who contracts a disease but shows no symptoms.
                                          An immune subject is a person who is free from virus infection. Both of these categories of people
                                          experience the limitations of government imposed by a pandemic situation, with one important
                                          difference. Probably only the first subjects contribute, in spite of themselves, to the spread of the
                                          disease and to the contagion of the people most susceptible to the virus. This implies that their
                                          detection is essential to limit infections. Therefore, knowing the characteristics of these people and
                                          those immune to the virus can be extremely useful in mitigating the effects of the disease and/or
                                          defeating it.

                                          Keywords: natural immunity; asymptomatic subjects; sickle cell disease; obesity; population density;
                                          age; gender

                                          1. Introduction
                                                The spread of a disease in a country can depend on the effectiveness of the measures
                                          put in place to contain it and on the characteristics of the health system of the country itself.
                                In the case of COVID-19, a disease resulting from a new virus, the whole world reacted by
         
                                          taking drastic measures, such as repeated total lockdowns during peaks of contagion.
Citation: Veronese, S.; Sbarbati, A.            The analysis of the data on infections, hospitalizations, and deaths showed that the
Asymptomatic Patients and Immune
                                          virus has had very different effects from country to country. Overall, an immediate attempt
Subjects. Encyclopedia 2022, 2,
                                          was made to identify and protect the people who could be at increased risk of contracting
109–126. https://doi.org/10.3390/
                                          this disease. It was quickly realized that the most severe forms of COVID-19 affected people
encyclopedia2010008
                                          over the age of 60 and/or with health conditions, such as lung or heart disease, diabetes,
Academic Editor: Stephen Bustin           or conditions affecting the immune system [1]. However, country-to-country differences
                                          emerged on the groups of people at greatest risk.
Received: 15 November 2021
                                                This is the case, for example, of people with diabetes, who were listed in second place
Accepted: 7 January 2022
Published: 11 January 2022
                                          in the top 10 groups of people at risk of developing severe and life-threatening forms of
                                          COVID-19 by the European Union’s European Center for Disease Prevention and Control
Publisher’s Note: MDPI stays neutral      (ECDC) of the European Union [2], while they ranked eighth among people who could be
with regard to jurisdictional claims in   most at risk of serious illness by the Centers for Disease Control and Prevention (CDC) of
published maps and institutional affil-
                                          the United States of America [3].
iations.
                                                It should be emphasized that the containment measures adopted by the different
                                          countries have been different. The peaks of contagion occurred at different times, resulting
                                          in non-coincident lockdown periods in adjacent countries. The same political choices of
Copyright: © 2022 by the authors.
                                          the moment of initiation of the individual lockdowns, of their duration, and of the number
Licensee MDPI, Basel, Switzerland.
                                          of people authorized to continue essential work activities could have influenced both the
This article is an open access article    contagion and mortality rates. The health protocols implemented in the various hospitals
distributed under the terms and           could also have played a decisive role in this regard.
conditions of the Creative Commons              These considerations lead to the conclusion that people with a certain pathology could
Attribution (CC BY) license (https://     be more at risk in some countries than in others. However, there may be other pre-existing
creativecommons.org/licenses/by/          factors that may have made some people more or less susceptible to the disease than
4.0/).                                    others, leading to the development of mild forms of infection. Furthermore, it should

Encyclopedia 2022, 2, 109–126. https://doi.org/10.3390/encyclopedia2010008                            https://www.mdpi.com/journal/encyclopedia
Encyclopedia 2022, 2                                                                                                                       110

                                  not be forgotten that, as with all viruses, even for SARS-CoV-2 there can be people who
                                  are immune.
                                        Immune subjects have undergone all forms of containment, to no effect, but this can
                                  be considered an acceptable price given the gravity of the situation.
                                        Patients who have developed mild forms of COVID-19, paucisymptomatic or asymp-
                                  tomatic, are instead those who have probably contributed, in spite of themselves, to the
                                  spread of the disease and to the contagion of the most susceptible people.
                                        Perhaps early characterization of both of these two groups of subjects could have
                                  mitigated the effects of SARS-CoV-2 and could, however, still be useful in explaining its
                                  spread dynamics.
                                        Taking all these considerations into account, we analyzed the contagion and mortality
                                  data from Italy, relating to the first wave of infections, in order to identify which people were
                                  less susceptible to the virus. The characteristics of these people were then also observed on
                                  a global scale to understand whether the data found for Italy were general or specific for
                                  this country.

                                  2. Italy
                                  2.1. First Wave of Infections
                                       Why Italy? Because Italy is the first country in Europe where SARS-CoV-2 spread.
                                  Probably also for this reason it is the country that has suffered the greatest damage, pre-
                                  senting both a diffusion rate and a mortality rate among the highest, both in the European
                                  continent and in the whole world [4].
                                       Italy is divided in three parts: north, center, and south. These areas are not geographi-
                                  cally divided, and there is a high mobility between the different regions, both for business
                                  reasons and for tourism factors. The first generalized lockdown in Italy took place in the
                                  period of 11 March–3 May 2020 [5,6]. Although the characteristics of this country did not
                                  hinder the spread of SARS-CoV-2, the first wave of COVID-19 in the various Italian areas
                                  was not homogeneous, and there was a greater spread and aggression, especially in the
                                  north compared to southern Italy (Table 1).

                                  Table 1. Epidemiological data in northern and southern Italy.

                                                        Infections in the                                                 Infections in the
                       No. 1 of          No. 1 of                               Southern         No. 1 of   No. 1 of
   Northern Italy                                       Total Population                                                  Total Population
                        Cases            Deaths                                   Italy           Cases     Deaths
                                                              [in %]                                                            [in %]
    Aosta Valley        1223               146                0.973             Abruzzo            3662       472               0.279
 Emilia-Romagna        31,094              4458               0.697              Apulia            5119       555               0.127
   Friuli Venezia
                        3651               348                0.300             Basilicata         505        28                0.090
       Giulia
       Liguria         10,683              1571               0.689              Calabria          1408       97                0.072
     Lombardy          98,545             16,857              0.980             Campania           5976       442               0.103
      Piedmont         32,440              4143               0.745               Molise           511        23                0.167
   Trentino-South
                        7925               697                0.739              Sardinia          1859       134               0.113
        Tyrol
       Veneto          22,190              2107               0.452               Sicily           4091       286               0.082
        Total          260,407            30,327          0.697 ± 0.232                           23,131     2037          0.129 ± 0.067
   Deaths [in %]                              11.65                                                                8.81
                                  1   No., number. COVID-19 data available as of 25 August 2020 [4].

                                       From the beginning of the pandemic to 25 August 2020, the date of full resumption of
                                  socio-economic activities, keeping the prevention measures active, the spread of the disease
                                  was more than ten times higher in the north than in the south (mean = 0.697, sd = 0.232,
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                                 disease
                                  disease was
                                            was more
                                                  more than
                                                         than ten
                                                              ten times
                                                                   times higher
                                                                          higher inin the
                                                                                      the north
                                                                                           north than
                                                                                                   than in
                                                                                                         in the
                                                                                                            the south
                                                                                                                south (mean
                                                                                                                        (mean == 0.697,
                                                                                                                                   0.697, sd
                                                                                                                                          sd ==
                                 0.232,
                                  min
                                  0.232,  min
                                        = 0.300,= 0.300,
                                          min = max      max
                                                       = 0.980
                                                  0.300,       = 0.980
                                                          max =in0.980 in the
                                                                   the north   north
                                                                        in thevs.  mean
                                                                               north   vs.  mean
                                                                                       vs.=mean     =
                                                                                             0.129,=sd0.129, sd
                                                                                                        = 0.067,
                                                                                                      0.129,    = 0.067,
                                                                                                             sd =min      min
                                                                                                                      = 0.072,
                                                                                                                   0.067,      =  0.072,
                                                                                                                           min =max      max
                                                                                                                                      = 0.279
                                                                                                                                  0.072,  max
                                 =in
                                  = 0.279  in
                                            in the
                                     the south)
                                     0.279         south)
                                               the(Figure  (Figure
                                                    south)1a).   The 1a).
                                                            (Figure  1a). The
                                                                     death     death
                                                                            rate
                                                                          The     was rate
                                                                               death    15    was
                                                                                        ratetimes  15
                                                                                                    15 times
                                                                                              was higher   in higher
                                                                                                       times          in
                                                                                                              the north
                                                                                                              higher   in the
                                                                                                                          the north
                                                                                                                          than  in thethan
                                                                                                                              north         in
                                                                                                                                       south,
                                                                                                                                      than   in
                                 the
                                  the south,
                                 with          with
                                                with the
                                                      the death-to-infection
                                        the death-to-infection
                                       south,                      ratio higherratio
                                                          death-to-infection          higher
                                                                                  in the
                                                                                ratio    northin
                                                                                       higher      the
                                                                                                   the north
                                                                                                in(Figure  1b)(Figure
                                                                                                        north  [4].
                                                                                                               (Figure  1b)
                                                                                                                        1b) [4].
                                                                                                                            [4].

                                        (a)
                                        (a)                                                        (b)
                                                                                                   (b)
                                 Figure 1.
                                 Figure 1.
                                 Figure    COVID-19
                                           COVID-19 data
                                        1. COVID-19          as
                                                       data as
                                                       data     of
                                                             as of 25
                                                                of 25  August
                                                                    25August    2020.
                                                                        August2020.   (a)
                                                                                2020. (a)  Number
                                                                                       (a) Number
                                                                                           Number ofof  cases.
                                                                                                     ofcases.   (b)
                                                                                                         cases. (b)  Number
                                                                                                                 (b) Number of
                                                                                                                     Number of deaths.
                                                                                                                            of deaths. Both
                                                                                                                               deaths. Both
                                                                                                                                       Both
                                 graphs
                                 graphs show
                                         show the
                                               the greatest
                                                   greatest severity
                                                            severity  in
                                                                       in northern
                                                                          northern Italy,
                                                                                   Italy, particularly
                                                                                           particularly in
                                                                                                         in the
                                                                                                            the Lombardy
                                                                                                                Lombardy
                                 graphs show the greatest severity in northern Italy, particularly in the Lombardy region.region.
                                                                                                                          region.

                                       What
                                       What   caused
                                       What caused     these
                                               caused these    differences?
                                                        these differences?
                                                               differences?
                                       Northern
                                       Northern
                                       Northern andand   southern
                                                   andsouthern        Italy
                                                          southernItaly      have
                                                                       Italyhave   different
                                                                             havedifferent      demographic
                                                                                   differentdemographic
                                                                                                demographicand   and  socio-economic
                                                                                                                 andsocio-economic
                                                                                                                      socio-economic    char-
                                                                                                                                      charac-
                                                                                                                                        char-
                                 acteristics.
                                 teristics.
                                 acteristics.
                                       Compared
                                       Compared to  to the
                                                         thesouth,
                                                        the  south,the
                                                             south,     thenorth
                                                                       the   northhas
                                                                            north   hasaa higher
                                                                                  has     ahigher number
                                                                                             higher  number
                                                                                                   number   of
                                                                                                             of inhabitants
                                                                                                                of           (27,746,113
                                                                                                                    inhabitants
                                                                                                                inhabitants               vs.
                                                                                                                                 (27,746,113
                                                                                                                             (27,746,113   vs.
                                 20,597,424)    and  aa greater     population                                                22
                                 vs. 20,597,424)
                                 20,597,424)    andand   a greater
                                                         greater      populationdensity
                                                                    population      density(202
                                                                                  density      (202vs.
                                                                                              (202  vs. 140
                                                                                                    vs.  140 inhabitants/km
                                                                                                        140  inhabitants/km2)) )(Figure
                                                                                                             inhabitants/km        (Figure 2).
                                                                                                                                  (Figure  2).
                                 There      no  doubt  that,  in   the  areas with  the   highest  population     density,
                                 There is no doubt that, in the areas with the highest population density, the contagion is
                                         is                                                                                the contagion    is
                                 more
                                 more widespread,
                                        widespread, even           protection
                                                         even ifif protection  and
                                                                   protectionand     prevention
                                                                                andprevention       measures
                                                                                     preventionmeasures
                                                                                                    measuresare are  adopted.
                                                                                                                 areadopted.
                                                                                                                     adopted.

                                 Figure
                                  Figure 2.2.
                                           2. Italian population
                                              Italian population  density
                                                      populationdensity    (updated
                                                                  density(updated
                                                                           (updatedto    to  2019).
                                                                                          to2019).  Some
                                                                                             2019).Some    regions
                                                                                                           regionsofof
                                                                                                     Someregions        central-southern
                                                                                                                    ofcentral-southern
                                                                                                                        central-southern  Italy
                                                                                                                                          Italy have
                                                                                                                                                 have
                                 Figure       Italian                                                                                   Italy  have a
                                 aa high
                                    high  population
                                           population   density
                                                        density which,
                                                                which, in
                                                                        in reality,
                                                                            reality, is
                                                                                      is linked
                                                                                          linked to
                                                                                                  to the
                                                                                                     the presence
                                                                                                         presence of
                                                                                                                   of large
                                                                                                                       large urban
                                                                                                                             urban centers
                                                                                                                                    centers (such
                                                                                                                                             (such as
                                                                                                                                                   as
                                 high population density which, in reality, is linked to the presence of large urban centers (such as
                                 Rome
                                  Rome inin  Lazio
                                          in Lazio  and
                                              Lazio and  Naples
                                                     and Naples in
                                                         Naples in  Campania).
                                                                 in Campania).
                                                                    Campania).
                                 Rome
                                       Furthermore,
                                        Furthermore, in
                                       Furthermore,        in percentage
                                                           in  percentage terms,
                                                              percentage     terms, the
                                                                            terms,   the population
                                                                                     the  population is
                                                                                          population     is older
                                                                                                        is   older in
                                                                                                             older    in the
                                                                                                                      in  the north
                                                                                                                         the    north than
                                                                                                                                north   than in
                                                                                                                                        than     the
                                                                                                                                              in the
                                                                                                                                              in  the
                                 south
                                 south    [7].
                                          [7].  The
                                                The  greater
                                                     greater   number
                                                               number    of
                                                                         of inhabitants
                                                                             inhabitants   and
                                                                                           and  the
                                                                                                 the difference
                                                                                                     difference     in
                                                                                                                     in age
                                 south [7]. The greater number of inhabitants and the difference in age distribution meanage  distribution
                                                                                                                               distribution    mean
                                                                                                                                               mean
                                 that
                                 that  in
                                 that in    the
                                        inthe    north
                                            thenorth    there
                                                 norththere
                                                        thereareare  2.2
                                                                are2.2
                                                                     2.2 million
                                                                         million
                                                                       million    more
                                                                                  more
                                                                                more    inhabitants
                                                                                         inhabitants
                                                                                      inhabitants      aged
                                                                                                    agedaged   >> 64
                                                                                                            > 64   64 years
                                                                                                                  years years   (Figure
                                                                                                                                 (Figure
                                                                                                                           (Figure        3).
                                                                                                                                          3). Given
                                                                                                                                              Given
                                                                                                                                      3). Given  the
                                 the  greater
                                 the greater
                                 greater          susceptibility
                                                  susceptibility
                                             susceptibility        to  SARS-CoV-2
                                                                    to SARS-CoV-2
                                                              to SARS-CoV-2           of  people
                                                                                       of people
                                                                                 of people   aged >aged
                                                                                                   aged    >  60  years,
                                                                                                           > 60 years,
                                                                                                      60 years,            these
                                                                                                                            theseare
                                                                                                                   these data       data
                                                                                                                                     data are
                                                                                                                                           are com-
                                                                                                                                               com-
                                                                                                                                        compatible
                                 patible
                                 patible
                                 with   thewith
                                             with  the
                                                   the greater
                                              greater  greater severity
                                                       severity  severity  highlighted
                                                                           highlighted
                                                                  highlighted             in
                                                                                          in northern
                                                                                in northern    Italy [4],Italy
                                                                                             northern     even[4],
                                                                                                         Italy   [4],  even  ifif they
                                                                                                                       evenare
                                                                                                                  if they         they are
                                                                                                                                        are not
                                                                                                                                            not suf-
                                                                                                                                   not sufficientsuf-
                                                                                                                                                   to
                                 ficient
                                 ficient to
                                 explain   to  explain
                                               explain
                                             the        the
                                                 huge gap    huge
                                                         the huge
                                                              betweengap between
                                                                     gapthe
                                                                          between   the two   areas.
                                                                                    the two areas.
                                                                              two areas.
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                                     (a)                                                                   (b)
                                  Figure
                                  Figure 3.
                                         3. Distribution
                                            Distribution of
                                                         of the
                                                            the Italian
                                                                Italian population
                                                                        population aged
                                                                                   aged >> 64
                                                                                           64 in
                                                                                              in percentage
                                                                                                 percentage (a)
                                                                                                            (a) and
                                                                                                                and absolute
                                                                                                                    absolute (b)
                                                                                                                             (b) terms
                                                                                                                                 terms
                                  (updated to 2019).
                                  (updated to 2019).

                                        Another
                                        Another peculiarity
                                                   peculiarity of of COVID-19
                                                                     COVID-19 in    in Italy
                                                                                       Italy concerns
                                                                                               concerns thethe gender
                                                                                                               gender difference.
                                                                                                                         difference. ItIt quickly
                                                                                                                                           quickly
                                  emerged
                                  emerged that although infections affected men and women at the same rate [8], the
                                             that  although    infections   affected   men     and   women    at  the same   rate [8],  the death
                                                                                                                                              death
                                  rate  was lower
                                  rate was   lowerfor forthe
                                                          thelatter
                                                               latter  [9].
                                                                    [9].    These
                                                                          These      data
                                                                                  data  havehave
                                                                                               been been  tracked
                                                                                                      tracked   overover
                                                                                                                      timetime   and were
                                                                                                                            and were            still
                                                                                                                                         still valid
                                  valid  as September
                                  as of 17  of 17 September
                                                          2021. 2021.
                                        The
                                        The national
                                             nationalpercentage
                                                         percentagedistribution
                                                                         distributionofof thethemale  andand
                                                                                                   male     female
                                                                                                               femalepopulation
                                                                                                                         populationindicates    ho-
                                                                                                                                         indicates
                                  mogeneity
                                  homogeneity   throughout
                                                   throughout   thethe
                                                                     territory,
                                                                        territory,with
                                                                                     witha apresence
                                                                                              presenceofofonly
                                                                                                             only2.63%
                                                                                                                    2.63% more
                                                                                                                           more females
                                                                                                                                   females than
                                  males. These
                                          These data,
                                                   data, however,
                                                          however, mainly concern the population >> 64            64 years,
                                                                                                                     years, in
                                                                                                                             in which
                                                                                                                                which there
                                                                                                                                          there are
                                                                                                                                                 are
                                  2.97% more women than men. This                percentage      is higher
                                                                           This percentage is higher in      in  the  north   than  in  the   south
                                  (3.20% vs. 2.53%)
                                              2.53%) andand implies
                                                             implies that, inin the
                                                                                 the north
                                                                                      north compared
                                                                                              compared to the the south,
                                                                                                                   south, there
                                                                                                                          there are
                                                                                                                                 are 1.3
                                                                                                                                      1.3 million
                                                                                                                                            million
                                  more women
                                         women thanthan men
                                                          menandandaatotal
                                                                        totalofof0.9
                                                                                  0.9million
                                                                                       millionmoremore   women
                                                                                                       women       than
                                                                                                                than     men
                                                                                                                       men  agedaged
                                                                                                                                   > 64> 64   years
                                                                                                                                          years  [7]
                                  (Figure
                                  [7]      4). 4).
                                      (Figure

                                    (a)                                                                     (b)
                                  Figure
                                  Figure 4.
                                          4. Distribution
                                             Distribution of
                                                          of the
                                                             the male
                                                                 male and
                                                                       and female
                                                                            female populations
                                                                                   populations in
                                                                                                in Italy,
                                                                                                    Italy, overall
                                                                                                           overall (a)
                                                                                                                   (a) and
                                                                                                                       and only
                                                                                                                           only for
                                                                                                                                for the
                                                                                                                                    the age
                                                                                                                                        age
                                  group  > 64 years (b) (updated  to 2019).
                                  group > 64 years (b) (updated to 2019).

                                        The    graphs in
                                        The graphs        in Figure
                                                              Figure44are  aresimilar
                                                                                similartoto thethe  graphs
                                                                                                 graphs    in in  Figure
                                                                                                              Figure   1 on1 SARS-CoV-2
                                                                                                                              on SARS-CoV-2       preva-
                                                                                                                                             prevalence
                                  lence   and    COVID-19        mortality.    This   seems     to  be in   contrast   to
                                  and COVID-19 mortality. This seems to be in contrast to the higher male mortality figurethe  higher   male   mortality
                                  figure
                                  because  because
                                               wherewhere
                                                        there there     are more
                                                                 are more            females,
                                                                                females,     fewerfewer    deaths
                                                                                                      deaths        should
                                                                                                                 should    bebe  expected. Given
                                                                                                                               expected.     Given that
                                  the
                                  the number
                                       numberof     ofinfections
                                                       infectionsisisequally
                                                                          equallydistributed
                                                                                    distributedbetweenbetween   the
                                                                                                                  thesexes,
                                                                                                                       sexes,although
                                                                                                                                although thethe
                                                                                                                                             number
                                                                                                                                                number of
                                  females
                                  of females  is greater,
                                                  is greater,cancan
                                                                  it beit assumed
                                                                           be assumed  thatthat
                                                                                              females    are less
                                                                                                    females    are susceptible     than than
                                                                                                                    less susceptible      malesmales
                                                                                                                                                 to con-to
                                  tracting    the  virus,   and   therefore     female    mortality     is lower   than
                                  contracting the virus, and therefore female mortality is lower than male mortality?     male   mortality?
                                        Another characteristic aspect    aspect of Italy is food, and there is a clear difference between
                                  north andand south
                                                  southininterms
                                                               termsofofculinary
                                                                            culinary     culture,
                                                                                     culture,        a difference
                                                                                                 a difference         which
                                                                                                                  which        is reflected
                                                                                                                          is reflected        in weight
                                                                                                                                        in weight  prob-
                                  problems.
                                  lems. FromFrom         the Italian
                                                   the Italian          population,
                                                                 population,      46.3%46.3%       have weight
                                                                                           have weight              problems.
                                                                                                             problems.            Furthermore,
                                                                                                                          Furthermore,            35.4%
                                                                                                                                           35.4% of  peo-
                                  plepeople
                                       have ahavebodyamass                                                                                              2 ),
                                  of                       bodyindex
                                                                   mass(BMI)
                                                                           indexwithin
                                                                                   (BMI) the      limits
                                                                                             within    theoflimits
                                                                                                              overweight      (BMI = 25–29.9
                                                                                                                     of overweight     (BMI = kg/m
                                                                                                                                                 25–29.9
                                  and 10.7%       are  obese                            2
                                  Kg/m   22), and   10.7%    are(BMI
                                                                  obese > (BMI
                                                                            30 kg/m> 30 ).Kg/m
                                                                                             The22).population     of northern
                                                                                                      The population               Italy appears
                                                                                                                           of northern             to be
                                                                                                                                          Italy appears
                                  to
                                  in be  in better
                                      better          physical
                                               physical            condition
                                                            condition      than than
                                                                                  that ofthattheofsouth.
                                                                                                   the south.     Compared
                                                                                                             Compared           to the
                                                                                                                            to the      national
                                                                                                                                    national      value,
                                                                                                                                               value,  all
                                  thethe
                                  all  southern
                                            southern regions
                                                         regionsexcept
                                                                    except Sardinia   have
                                                                               Sardinia    havea higher    percentage
                                                                                                    a higher   percentage  of problems,
                                                                                                                               of problems,while  all the
                                                                                                                                               while   all
                                  northern
                                  the  northern regions
                                                    regionspresent   lower
                                                                present        values
                                                                           lower   values[10].[10].
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                                       The figure worsens
                                                    worsens considering
                                                              consideringonlyonlythetheadult
                                                                                        adultpopulation
                                                                                                population(>18  years).
                                                                                                             (>18        The
                                                                                                                   years).   regions
                                                                                                                           The   regionsof
                                  northern
                                  of northernItaly have
                                                Italy    lower
                                                      have      overweight
                                                            lower  overweight percentages
                                                                                  percentages thanthan
                                                                                                    the the
                                                                                                        regions  of southern
                                                                                                            regions            Italy,Italy,
                                                                                                                      of southern      ex-
                                  cluding
                                  excludingSardinia.  ThisThis
                                               Sardinia.   trendtrend
                                                                 is alsoisvalid
                                                                           also for  the for
                                                                                 valid   datathe
                                                                                               relating
                                                                                                  data to  obesity,
                                                                                                        relating  towith  the exception
                                                                                                                     obesity,  with the
                                  of Veneto,ofFriuli-Venezia
                                  exception                    Giulia, and
                                                 Veneto, Friuli-Venezia       Emilia-Romagna,
                                                                          Giulia,                   which have
                                                                                   and Emilia-Romagna,           obesity
                                                                                                             which   have rates
                                                                                                                           obesitysimilar
                                                                                                                                    rates
                                  similar
                                  to thosetoofthose of the southern
                                               the southern  regionsregions
                                                                      (Figure (Figure
                                                                                5).       5).

                                    (a)                                                                     (b)

                                                                        (c)
                                  Figure  5. (a)
                                  Figure 5.  (a) Total percentages of
                                                 Total percentages of weight
                                                                      weight problems
                                                                             problems in
                                                                                      in the
                                                                                          the individual
                                                                                              individual regions,
                                                                                                         regions, considering
                                                                                                                   considering the adult
                                                                                                                               the adult
                                  population   only. (b) Percentage of overweight adults in the various regions. (c) Percentage of obese
                                  population only. (b) Percentage of overweight adults in the various regions. (c) Percentage of obese
                                  adults in the various regions.
                                  adults in the various regions.

                                        Overweight
                                        Overweight rates ratesincrease
                                                                 increaseasaspeople
                                                                               peoplereachreach74.74. From
                                                                                                    From    thetheageage   of 75,
                                                                                                                       of 75, the the
                                                                                                                                   trendtrend   reverses
                                                                                                                                           reverses    and
                                  and   rates  decrease.    The    number    of  overweight      males    is  greater
                                  rates decrease. The number of overweight males is greater than the number of overweightthan   the  number     of over-
                                  weight
                                  females,females,
                                             and over   and
                                                          64 over
                                                              years64 ofyears   of age,
                                                                         age, the          the difference
                                                                                     difference   (overweight  (overweight       males—overweight
                                                                                                                     males—overweight           females)
                                  females)   is 12%. Obesity
                                  is 12%. Obesity       rates also rates  also increase
                                                                      increase              with people’s
                                                                                 with people’s       age up age to 64 upyears.
                                                                                                                          to 64 years.
                                                                                                                                 From the From agetheofage
                                                                                                                                                         65,
                                  of
                                  the65,  the changes
                                       trend   trend changes
                                                          and ratesandfall.
                                                                         rates fall. Males
                                                                             Males     are moreareobese
                                                                                                    more than
                                                                                                            obesefemales
                                                                                                                      than females
                                                                                                                               up to 74 upyears
                                                                                                                                            to 74of  years
                                                                                                                                                       age.
                                  of age.the
                                  From     From
                                              agethe    agethe
                                                    of 75,    of percentage
                                                                  75, the percentage
                                                                                of obeseofmales
                                                                                              obeseandmales     and females
                                                                                                           females               is the
                                                                                                                       is the same       same [10].
                                                                                                                                       [10].
                                        Comparing
                                        Comparing data   data   on  the  prevalence
                                                                         prevalence and death rates of COVID-19 with data
                                                                                         and  death    rates   of  COVID-19        with   data onon BMI,
                                                                                                                                                      BMI,
                                  an almost surprising inverse relationship emerges. During the first phase of the infection
                                  in Italy,
                                     Italy, COVID-19
                                             COVID-19was    wasmoremoreprevalent
                                                                           prevalent   andandmore
                                                                                               more lethal
                                                                                                       lethalin areas
                                                                                                                 in areaswhere
                                                                                                                             wherethe population
                                                                                                                                       the population  had
                                  lower   BMI BMI
                                  had lower      rates.rates.
                                                         People    aged aged
                                                                People    > 74, for  whom
                                                                                 > 74,         overweight
                                                                                         for whom               rates decline,
                                                                                                       overweight                  and people
                                                                                                                         rates decline,            aged >
                                                                                                                                            and people
                                  64,
                                  agedfor>whom
                                           64, forobesity
                                                     whom ratesobesitydecline,
                                                                          rates were
                                                                                 decline,thewere
                                                                                              most the
                                                                                                     affected
                                                                                                          mostby      the virus
                                                                                                                   affected   by and     had the
                                                                                                                                   the virus    and worst
                                                                                                                                                       had
                                  disease
                                  the worst outcomes.     Does this mean
                                               disease outcomes.         Does that     excessthat
                                                                                this mean       visceral
                                                                                                     excessadipose
                                                                                                               visceral tissue   maytissue
                                                                                                                           adipose     be a protective
                                                                                                                                               may be a
                                  factor against
                                  protective         SARS-CoV-2?
                                                factor  against SARS-CoV-2?
                                        However, malesmalesaged aged> >6464 with
                                                                              with moremoreweight
                                                                                               weightproblems
                                                                                                          problems  thanthan
                                                                                                                          females    had higher
                                                                                                                                females              mor-
                                                                                                                                            had higher
                                  mortality
                                  tality rates.rates.
                                                  Can Can    excess
                                                        excess         visceral
                                                                  visceral        fat protect
                                                                            fat protect          a person
                                                                                            a person    fromfrom      contracting
                                                                                                                 contracting          the disease,
                                                                                                                                 the disease,     but but
                                                                                                                                                        ag-
                                  aggravate
                                  gravate       symptoms
                                            symptoms           if he/she
                                                           if he/she        becomes
                                                                        becomes         infected?
                                                                                    infected?
                                        The last
                                              last two
                                                    twoaspects
                                                          aspectsthatthatweweconsider,
                                                                                consider,  looking
                                                                                              lookingfor for
                                                                                                          a correlation
                                                                                                               a correlationwithwithCOVID-19
                                                                                                                                         COVID-19 in Italy,
                                                                                                                                                          in
                                  are theare
                                  Italy,   blood    group group
                                              the blood      and theand pathological      states related
                                                                            the pathological                to the levels
                                                                                                   states related      to theoflevels
                                                                                                                                 iron inofthe   blood
                                                                                                                                             iron   in thein
                                  the  different   geographical      areas.
                                  blood in the different geographical areas.
                                        A link between blood groups and susceptibility  susceptibility to  to COVID-19
                                                                                                               COVID-19 has    has already
                                                                                                                                     already been
                                                                                                                                                been de-de-
                                  scribed, and
                                  scribed,   and blood
                                                    bloodgroup
                                                            groupAAwas    wasmore
                                                                               more     susceptible
                                                                                      susceptible    to to
                                                                                                         thethe    disease
                                                                                                              disease     thanthan   group
                                                                                                                                 group         O, which
                                                                                                                                          O, which     ap-
                                  appears to be more immune [11]. These data are in line with what has already been
Encyclopedia 2022, 2, FOR PEER REVIEW                                                                                                     6

Encyclopedia 2022, 2                                                                                                                    114

                                 pears to be more immune [11]. These data are in line with what has already been demon-
                                 strated for other diseases, such as Helicobacter pylori and norovirus infections, and for
                                 demonstrated
                                 cholera          for other
                                          and malaria       diseases,
                                                        [12,13]. In hissuch  as Helicobacter
                                                                         work,  Anstee (2010)pylori
                                                                                               statesand
                                                                                                      thatnorovirus
                                                                                                           protectioninfections,   and
                                                                                                                        against these
                                 for cholera   and  malaria  [12,13]. In  his work,  Anstee  (2010)  states that  protection
                                 infectious diseases derives from the inheritance of polymorphisms in the genes that en-       against
                                 theseand
                                 code   infectious
                                            regulatediseases  derives of
                                                      the expression   from
                                                                          ABHtheand
                                                                                 inheritance  of polymorphisms
                                                                                    Lewis antigens                  in the [12].
                                                                                                     in body secretions    genes   that
                                                                                                                                 Cool-
                                 encode   and   regulate  the expression    of ABH   and  Lewis  antigens   in body   secretions
                                 ing (2015) highlighted the possible protective mechanisms deriving from the gene poly-            [12].
                                 Cooling (2015)
                                 morphism          highlighted
                                              of blood           the possible protective mechanisms deriving from the gene
                                                        groups [13].
                                 polymorphism
                                       In Italy, the most common[13].
                                                   of blood  groups    blood group is group A. North and south differ in the
                                       In Italy,
                                 diffusion   ratethe most common
                                                  of group  A, whichblood      group
                                                                        is double     is group
                                                                                   in the northA.   North and
                                                                                                 compared         south
                                                                                                              to the     differ
                                                                                                                     south       in the
                                                                                                                             (Table  2)
                                 diffusion rate of group A, which is double in the north compared to the south (Table 2) [14].
                                 [14]. This evidence could help explain COVID-19′s         lower  southern   spread.
                                 This evidence could help explain COVID-190 s lower southern spread.
                                 Table 2. Distribution of blood groups in Italy.
                                 Table 2. Distribution of blood groups in Italy.
                                         Blood Group                       Northern Italy                      Southern Italy
                                           Blood Group                       Northern Italy                     Southern Italy
                                           A [in %]                             44                                  19
                                           OA[in
                                               [in%]
                                                   %]                           4044                                 19
                                                                                                                    41
                                              O [in %]                               40                                 41
                                       Another aspect seems to be linked to the greater spread of SARS-CoV-2 in the north
                                 and less   in theaspect
                                        Another    south:seems
                                                           pathologies   relatedtotothe
                                                                  to be linked        iron  levelsspread
                                                                                         greater   in the blood.    Southern in
                                                                                                            of SARS-CoV-2     Italy
                                                                                                                                 theisnorth
                                                                                                                                        part
                                 of
                                 andthe  thalassemia
                                       less             prevalence
                                            in the south:  pathologiesarearelated
                                                                           [15,16],toand
                                                                                      ironinlevels
                                                                                              general,
                                                                                                   in theanemia
                                                                                                            blood.isSouthern
                                                                                                                     more common
                                                                                                                              Italy is here
                                                                                                                                        part
                                 than   in northern   Italy  [17,18]. Thalassemia     is present   in  the  north  almost
                                 of the thalassemia prevalence area [15,16], and in general, anemia is more common here    exclusively    in
                                 southern    Veneto   and   northern   Emilia-Romagna,        up to  20%    of population
                                 than in northern Italy [17,18]. Thalassemia is present in the north almost exclusively in  [15,16,19].   Of
                                 the peopleVeneto
                                 southern      with anemia,    80% are
                                                     and northern       of predominantly
                                                                      Emilia-Romagna,      up Sicilian
                                                                                               to 20% of origin and from
                                                                                                           population     SouthernOfItaly
                                                                                                                        [15,16,19].      the
                                 [17].
                                 people with anemia, 80% are of predominantly Sicilian origin and from Southern Italy [17].
                                       Figures   6a, bshow,
                                        Figure 6a,b    show,respectively,
                                                                respectively,the
                                                                               thedistribution
                                                                                    distributionof  of thalassemia
                                                                                                        thalassemia and
                                                                                                                      and anemia in the
                                 different areas of Italy.
                                                      Italy. Figure 6c represents
                                                                        represents thethe distribution
                                                                                          distribution of of hemochromatosis
                                                                                                              hemochromatosisin   inItaly.
                                                                                                                                      Italy.

                                   (a)                                                            (b)

                                                                   (c)
                                 Figure
                                 Figure 6.
                                        6. (a)
                                           (a) Thalassemia
                                               Thalassemia distribution.
                                                           distribution. (b)
                                                                         (b) Anemia
                                                                             Anemia distribution.
                                                                                    distribution. (c)
                                                                                                  (c) Hemochromatosis
                                                                                                      Hemochromatosis distribution.
                                                                                                                      distribution.

                                      Hemochromatosis
                                       Hemochromatosis and and other
                                                                 other iron
                                                                       iron overload
                                                                            overload diseases
                                                                                     diseases are
                                                                                              are more
                                                                                                  more common
                                                                                                        common in the north
                                 than
                                 than in southern
                                          southern Italy. In particular, the spread of these diseases decreases from north to
                                 south [20–27].
                                       There is a clear similarity between Figures 1 and 6 of the areas where COVID-19 had
                                 the least impact and the areas with the highest rates of people with thalassemia and anemia.
Encyclopedia 2022, 2, FOR PEER REVIEW                                                                                                        7

Encyclopedia 2022, 2                                                                                                                       115
                                      There is a clear similarity between Figures 1 and 6 of the areas where COVID-19 had
                                 the least impact and the areas with the highest rates of people with thalassemia and ane-
                                 mia. That similarity is also present between areas where COVID-19 had a significant im-
                                 That similarity is also present between areas where COVID-19 had a significant impact and
                                 pact and areas with higher percentages of people with iron overload disease.
                                 areas with higher percentages of people with iron overload disease.
                                      How can these data be explained? Why is the amount of iron in the blood important
                                      How can these data be explained? Why is the amount of iron in the blood important
                                 for SARS-CoV-2?
                                 for SARS-CoV-2?
                                      In the rest of the chapter, we will explore the complex aspect of anemic forms, and as
                                      In the rest of the chapter, we will explore the complex aspect of anemic forms, and
                                 regards iron overload diseases, we can hypothesize that they can favor the contagion and
                                 as regards iron overload diseases, we can hypothesize that they can favor the contagion
                                 negative outcome of COVID-19 because they are generally associated with other diseases,
                                 and negative outcome of COVID-19 because they are generally associated with other dis-
                                 such as diabetes, hepatic dysfunction, and cardiac dysfunction [26,27], which are all mor-
                                 eases, such as diabetes, hepatic dysfunction, and cardiac dysfunction [26,27], which are all
                                 bidities considered
                                 morbidities           riskrisk
                                              considered    factors  forfor
                                                                factors  thethe
                                                                             development of of
                                                                                development severe forms
                                                                                               severe     ofof
                                                                                                      forms COVID-19  [1–3].
                                                                                                               COVID-19 [1–3].

                                  2.2. 17
                                 2.2.  17 September
                                          September 2021
                                                       2021
                                        After the
                                        After  the first
                                                   first wave
                                                          wave of  of infections,
                                                                       infections, there
                                                                                   there were
                                                                                          were two
                                                                                                two more
                                                                                                     more waves
                                                                                                            waves of of COVID-19
                                                                                                                        COVID-19 in  in Italy
                                                                                                                                        Italy
                                  until 17
                                 until   17 September
                                            September 20212021 [28–31],
                                                                  [28–31], and
                                                                             and SARS-CoV-2
                                                                                  SARS-CoV-2 has has continued
                                                                                                      continued toto mutate
                                                                                                                      mutate [32].
                                                                                                                              [32]. Did
                                                                                                                                     Did the
                                                                                                                                           the
                                  considerations    made    on   the    basis of the analysis  of the data  relating  to the first
                                 considerations made on the basis of the analysis of the data relating to the first wave remain     wave    re-
                                  main   valid  over
                                 valid over time?     time?
                                        Figure 7 presents the
                                        Figure                 the situation
                                                                     situation ofofinfections
                                                                                    infectionsand
                                                                                                andthe
                                                                                                     thenumber
                                                                                                         numberofofdeaths    in in
                                                                                                                        deaths   Italy, as as
                                                                                                                                    Italy,   of
                                  1717
                                 of  September
                                        September  2021,
                                                      2021,after
                                                             after three
                                                                      threewaves
                                                                             waves ofof
                                                                                      infections, with
                                                                                        infections, withrelative
                                                                                                          relativelockdowns,
                                                                                                                    lockdowns,and  andafter
                                                                                                                                        after6
                                 6months
                                   monthsfromfromthethestart
                                                         startofofthe
                                                                    thevaccination
                                                                         vaccinationcampaign.
                                                                                       campaign.

                                        (a)                                                      (b)
                                 Figure 7.
                                 Figure 7. COVID-19
                                           COVID-19 data
                                                    data as
                                                         as of
                                                            of September
                                                               September 17,
                                                                         17, 2021.
                                                                             2021. (a)
                                                                                   (a) Number
                                                                                       Number of
                                                                                               of cases.
                                                                                                  cases. (b)
                                                                                                         (b) Number
                                                                                                             Number of
                                                                                                                     of deaths.
                                                                                                                        deaths. Both
                                                                                                                                Both
                                 graphs show that Lombardy and northern Italy continue to be the areas most affected by this dis-
                                 graphs show that Lombardy and northern Italy continue to be the areas most affected by this disease.
                                 ease.
                                      In some regions of southern Italy, such as Campania, Apulia, and Sicily, the levels of
                                      In some
                                 contagion      regions
                                             have        of southern
                                                    increased          Italy, such
                                                               significantly,       as Campania,
                                                                                reaching            Apulia, andto
                                                                                         similar percentages      Sicily,
                                                                                                                    somethe   levels of
                                                                                                                           regions   of
                                 contagion    have  increased  significantly,   reaching  similar  percentages   to some
                                 northern Italy. However, if we compare the number of infections and deaths with respect   regions   of
                                 northern   Italy. However,   if we  compare    the number   of infections and  deaths    with
                                 to the total population of the different areas, we note that northern Italy continues to be   respect
                                 to theaffected
                                 more    total population  of theItaly
                                                 than southern     different   areas, we note
                                                                        [4]. Furthermore,   thethat  northern
                                                                                                number         Italy among
                                                                                                         of deaths   continues   to be
                                                                                                                              patients
                                 more  affected   than southern   Italy  [4]. Furthermore,  the  number
                                 seems to show a lower aggressiveness of the virus in the south (Table 3).of deaths  among    patients
                                 seemsTheto disease
                                            show a lower
                                                     spreadaggressiveness
                                                             model reflectsof    the
                                                                               the   virus in theofsouth
                                                                                   percentages           (Table 3).
                                                                                                    population   density, especially
                            considering the large cities of southern Italy. There is also a notable similarity between
                             Table 3.7Epidemiological
                            Figure      and Figures 3b data
                                                         andin northern
                                                               4, with and   southern
                                                                         regards       Italy.
                                                                                  to the    age and sex characteristics of the
                            population. The Infections
                                                considerations
                                                            in   inherent  to these  two   aspects  are therefore Infections
                                                                                                                  confirmed,inas
                            are  No.
                                those 1 of
                                        related to BMI, blood    Southern
                                                                groups,  andIt-
                                                                              diseases   related to  No.
                                                                                                    the   1 of
                                                                                                        concentration of iron in
Northern Italy No. 1 of Cases                  the Total Pop-                   No. 1 of Cases                   the Total Pop-
                            the blood.                                aly
                                 DeathsIt should be noted, in particular,     that in the regions ofDeaths
                                                                                                       southern Italy that have
                                               ulation [in %]                                                    ulation [in %]
                            reached a number of infections similar to that of the northern regions, both the percentage
 Aosta Valley     12,071           473              9.61           Abruzzo           80,556            2535           6.14
                            of infections in the total population and the percentage of deaths (in the total population,
Emilia-Roma-
                 419,717 and in     the total of infections)
                                 13,427             9.41      are lower  than the same
                                                                    Apulia          266,881variables in6764
                                                                                                        the north (Table 4).
                                                                                                                      6.63
      gna
Friuli Venezia
                 112,817          3813              9.28           Basilicata        29,708             607           5.28
    Giulia
   Liguria       111,775          4395              7.21           Calabria          81,857            1369           4.20
Encyclopedia 2022, 2                                                                                                                           116

                                   Table 3. Epidemiological data in northern and southern Italy.

                                                          Infections in the                                                  Infections in the
                       No. 1 of           No. 1 of                                   Southern        No. 1 of    No. 1 of
   Northern Italy                                         Total Population                                                   Total Population
                        Cases             Deaths                                       Italy          Cases      Deaths
                                                                [in %]                                                             [in %]
    Aosta Valley        12,071              473                 9.61                 Abruzzo          80,556      2535              6.14
 Emilia-Romagna        419,717             13,427               9.41                  Apulia         266,881      6764              6.63
   Friuli Venezia
                       112,817              3813                9.28                 Basilicata       29,708       607              5.28
       Giulia
       Liguria         111,775              4395                7.21                 Calabria         81,857      1369              4.20
     Lombardy          878,526             33,979               8.73                 Campania        452,471      7853              7.80
      Piedmont         376,475             11,742               8.64                  Molise          14,437       495              4.72
   Trentino-South
                       124,259              2557                11.59                Sardinia         74,619      1624              4.55
        Tyrol
       Veneto          464,283             11,736               9.47                   Sicily        291,964      6673              5.84
        Total          2,499,923           82,122            9.24 ± 1.22                             1,292,493   27,920          5.65 ± 1.20
   Deaths/cases
                                            3.25 ± 0.68                                                            2.38 ± 0.63
      [in %]
                                   1   No., number. COVID-19 data available on 17 September 2021 [4].

                                   Table 4. Spread and mortality in the regions of southern Italy with the highest number of infections.

                                                                  % Cases/Population              % Deads/Population        % Deads/Cases
                                               Apulia                         6.63                       0.17                     2.53
                                             Campania                         7.80                       0.14                     1.74
                                               Sicily                         5.84                       0.13                     2.29
                                   COVID-19 data available on 17 September 2021 [4].

                                   3. What Can Be Concluded by Observing the Italian Situation?
                                        From the data considered, it seems to emerge that, in Italy, despite the spread occurring
                                   throughout the national territory, the highest rates of contagion occurred in areas with
                                   greater population density, where there was also a greater number of elderly people. In
                                   the areas of southern Italy, less affected by the first wave, the spread took place in the later
                                   stages. However, the number of infections and mortality rates indicate a lower severity of
                                   the disease. An excess of visceral fat accumulation, within the limits of overweight (not
                                   obese), seems to have mitigated the effects of the disease. This is also the case with the
                                   presence of thalassemia and forms of anemia, while iron overload diseases appear to have
                                   worsened the outcome of the disease.

                                   4. Rest of the World
                                        Extending the research done for a small country to the rest of the world may seem
                                   pretentious. Each country has its own peculiarities that can tip the balance, in this case, in
                                   the number of infections and in the number of deaths from COVID-19.
                                        Given that the aspects examined for Italy are general socio-demographic aspects, the
                                   extension of the survey is possible and may prove useful.
                                        The spread of the COVID-19 pandemic to the rest of the world has not been uniform.
                                   As of 17 September 2021, American states have been particularly affected, both in terms
                                   of the number of infected and the number of deaths. To this date, the United States and
                                   Brazil alone accounted for 27.71% of cases and 26.95% of deaths worldwide. Both of these
                                   countries had a higher contagion rate than Italy (12.72% for USA and 9.99% for Brazil vs.
                                   7.83% for Italy), and while Brazil had approximately the same rate of lethality (Brazil 2.79%
Encyclopedia 2022, 2                                                                                                                        117

Encyclopedia 2022, 2, FOR PEER REVIEW                                                                                                         9

                                 vs. Italy 2.81%), the United States had a much lower lethality rate than Italy (only 1.60%) [4].
                                 What made the difference?
                                       India, the second country in the world for the number of infections, had an infection
                                       India, the second country in the world for the number of infections, had an infection
                                 rate of 2.43% and a lethality rate of 1.33% [4]. This means that despite the large number of
                                 rate of 2.43% and a lethality rate of 1.33% [4]. This means that despite the large number of
                                 infections and deaths linked to the total number of inhabitants of this country, the virus
                                 infections and deaths linked to the total number of inhabitants of this country, the virus
                                 here seems to have failed to spread and manifest itself in a serious manner. Given the
                                 here seems to have failed to spread and manifest itself in a serious manner. Given the
                                 situation in this country, however, it is necessary to use the conditional because it is not
                                 situation in this country, however, it is necessary to use the conditional because it is not
                                 possible to
                                 possible  to be
                                               be sure
                                                  sure that
                                                        that all
                                                               all cases
                                                                   cases have
                                                                          have actually
                                                                                actually been
                                                                                           been registered.
                                                                                                 registered.
                                       The
                                       The values,
                                            values, however,
                                                     however, underline
                                                                   underline how
                                                                               how the
                                                                                     the pandemic
                                                                                         pandemic has  has evolved
                                                                                                           evolved extremely
                                                                                                                    extremely differently
                                                                                                                                   differently
                                 on  the American    and     Asian   continents.
                                 on the American and Asian continents.
                                       Considering
                                       Considering African
                                                       Africancountries,
                                                                   countries,thethelowest
                                                                                     lowest number
                                                                                              number  of of
                                                                                                         infections in the
                                                                                                            infections       world
                                                                                                                         in the       was was
                                                                                                                                  world     rec-
                                 orded
                                 recorded here, despite this continent presenting the highest mortality rate comparedthe
                                         here,  despite    this  continent   presenting   the  highest   mortality  rate   compared      to   to
                                 rest of the
                                 the rest of world   (2.52%
                                              the world         vs. 2.05%).
                                                            (2.52%           The latter
                                                                     vs. 2.05%).         figurefigure
                                                                                   The latter    is undoubtedly    linkedlinked
                                                                                                        is undoubtedly       to health   prob-
                                                                                                                                     to health
                                 lems and the
                                 problems    andvery     low low
                                                   the very     levellevel
                                                                       of assistance   available
                                                                            of assistance          on this
                                                                                             available       continent.
                                                                                                         on this          It is striking
                                                                                                                 continent.                that
                                                                                                                                It is striking
                                 South   Africa  alone,  the   most   European    of  African  countries,   accounts  for
                                 that South Africa alone, the most European of African countries, accounts for 35.32% of    35.32%    of infec-
                                 tions  and 41.83%
                                 infections           of deaths
                                              and 41.83%            on itson
                                                              of deaths    continent.   If the data
                                                                              its continent.    If therelating to this to
                                                                                                        data relating  country     are added
                                                                                                                           this country      are
                                 to the  data  relating   to Morocco     and  Tunisia,   two   other  countries  that  have
                                 added to the data relating to Morocco and Tunisia, two other countries that have numerous     numerous      in-
                                 teractions  with   Europe,    we   obtain  that the  three  countries   alone represent
                                 interactions with Europe, we obtain that the three countries alone represent 55.17% of     55.17%    of infec-
                                 tions  and 60.47%
                                 infections           of deaths
                                             and 60.47%             in Africa
                                                             of deaths         [4]. [4].
                                                                         in Africa
                                       The question arises whether
                                                                 whether the virus in the first variant that spread in Europe was
                                 more aggressive and lethal than the one that arrived in Africa at a later time. There is also
                                 the possibility that not all cases from the latter continent are known, and, therefore, it is
                                 only possible to estimate the severity of COVID-19 in Africa. There          There is also, however, the
                                 possibility that the population here actually contracted the virus less and developed less
                                 severe forms of the disease.
                                       The number of infected and deceased people is shown in Figure          Figure 8.
                                                                                                                      8.

                                        (a)                                                      (b)
                                 Figure
                                 Figure 8.
                                        8. COVID-19
                                           COVID-19 data
                                                     data as
                                                          as of
                                                             of 17
                                                                17 September  2021. (a)
                                                                   September 2021.  (a) Number  of cases.
                                                                                        Number of  cases. (b)
                                                                                                          (b) Number  of deaths.
                                                                                                              Number of  deaths. Both
                                                                                                                                 Both
                                 graphs show the extremely variability in the diffusion and severity of this disease.
                                 graphs show the extremely variability in the diffusion and severity of this disease.

                                     Considering
                                     Considering the
                                                  the population
                                                      population density
                                                                  density in
                                                                          in the
                                                                              the world,
                                                                                  world, the
                                                                                         the highest
                                                                                             highest values
                                                                                                     values are
                                                                                                            are recorded  in
                                                                                                                recorded in
                                 Europe and Asia. The  areas of the world  with  the  lowest population density  are Russia,
                                 Europe and Asia. The areas of the world with the lowest population density are Russia,
                                 Canada, and some
                                 Canada, and some African
                                                   African states
                                                           states (Figure
                                                                  (Figure 9)
                                                                          9) [33,34].
                                                                             [33,34].
                                     In terms of gender and age of the population, overall, there are a total of 51.6 million
                                 more males than females in the world. Up to the age of 54, there are more males than
                                 females (143.9 million). Over the age of 54, the trend reverses with 92.3 million more women
                                 than men. There are more males than females in Asia and in many North African states,
                                 considering both the overall population and the population aged > 64 [35]. People live
                                 longer in European countries, Canada, Oceania, and Japan than in African countries [33],
                                 and mean age values align with survival rates [33,35]. From this it follows that, in these
                                 countries, there are more people aged > 64 years (Figure 10).

                                 Figure 9. World population density (updated to 2000) [34].
(a)                                                           (b)
                                 Figure 8. COVID-19 data as of 17 September 2021. (a) Number of cases. (b) Number of deaths. Both
                                 graphs show the extremely variability in the diffusion and severity of this disease.

                                     Considering the population density in the world, the highest values are recorded in
Encyclopedia 2022, 2                                                                                                 118
                                 Europe and Asia. The areas of the world with the lowest population density are Russia,
                                 Canada, and some African states (Figure 9) [33,34].
Encyclopedia 2022, 2, FOR PEER REVIEW                                                                                                                10

                                       In terms of gender and age of the population, overall, there are a total of 51.6 million
                                 more males than females in the world. Up to the age of 54, there are more males than
                                 females (143.9 million). Over the age of 54, the trend reverses with 92.3 million more
                                 women than men. There are more males than females in Asia and in many North African
                                 states, considering both the overall population and the population aged > 64 [35]. People
                                 live longer in European countries, Canada, Oceania, and Japan than in African countries
                                 [33], and mean age values align with survival rates [33,35]. From this it follows that, in
                                  Figurecountries,
                                 these
                                 Figure  9. World
                                         9. World population
                                                  population density
                                                   there are density
                                                             more     (updated
                                                                   people   aged
                                                                     (updated   to2000)
                                                                               to 2000)  [34]. (Figure 10).
                                                                                   > 64 years
                                                                                        [34].

                                        (a)                                                             (b)
                                 Figure
                                 Figure 10.
                                        10. (a)
                                            (a) Distribution
                                                Distribution of
                                                             of the
                                                                the World
                                                                    World population aged >
                                                                          population aged > 65
                                                                                            65 as
                                                                                               as aa percentage.
                                                                                                     percentage. (b)
                                                                                                                 (b) Distribution
                                                                                                                     Distribution of
                                                                                                                                  of the
                                                                                                                                     the
                                 male and female population in the World [33].
                                 male and female population in the World [33].

                                       The
                                       The statistics
                                             statistics on
                                                         on the
                                                              the age
                                                                   age ofof the
                                                                            the population
                                                                                 population in   in Italy
                                                                                                    Italy and
                                                                                                           and in in the
                                                                                                                     the rest
                                                                                                                         rest ofof the
                                                                                                                                   the world
                                                                                                                                         world are
                                                                                                                                                 are in
                                                                                                                                                      in
                                 line
                                 line with
                                       with the
                                             the spread
                                                   spread of    COVID-19, which
                                                             of COVID-19,        which is is lower
                                                                                             lower in in countries
                                                                                                          countries where
                                                                                                                       where the the average
                                                                                                                                      average ageage isis
                                 lower
                                 lower (e.g.,
                                         (e.g., Africa)
                                                 Africa) [33,35].
                                                           [33,35]. AA different
                                                                        different trend
                                                                                    trend isis found
                                                                                               found only
                                                                                                        only in
                                                                                                              in South
                                                                                                                   South Asia,
                                                                                                                          Asia, where
                                                                                                                                   where the
                                                                                                                                           the spread
                                                                                                                                               spread
                                 is
                                 is high
                                    high compared
                                           compared to    to Europe
                                                              Europe [4],     despite the
                                                                        [4], despite          average age
                                                                                         the average      age of    the Asian
                                                                                                               of the   Asian population
                                                                                                                                  population being
                                                                                                                                                 being
                                 lower than that of the European population [33]. However,         However,      the  death   rate  in Asia is lower
                                 than in Europe [4].
                                       The fact
                                             fact that
                                                    thatininthe
                                                              theworld
                                                                   world  there
                                                                             thereis aisgreater
                                                                                         a greaterpresence
                                                                                                      presenceof women
                                                                                                                    of womenagedaged> 64 years    com-
                                                                                                                                          > 64 years
                                 pared
                                 comparedto males,    and that
                                               to males,     andthethatnumber     of infections
                                                                          the number               is the same
                                                                                           of infections     is the between     males and
                                                                                                                      same between           females,
                                                                                                                                          males     and
                                 while  it should
                                 females,   while itbeshould
                                                         higherbe  for  women
                                                                      higher   for(who
                                                                                    women  are(who
                                                                                                in greater
                                                                                                       are innumbers),      supportssupports
                                                                                                               greater numbers),         the hypoth- the
                                 esis that women
                                 hypothesis             are moreare
                                                 that women          immune      or develop
                                                                        more immune              COVID-19
                                                                                            or develop         more frequently
                                                                                                            COVID-19                   than males
                                                                                                                           more frequently            in
                                                                                                                                                   than
                                 asymptomatic        or paucisymptomatic
                                 males in asymptomatic                           forms, forms
                                                                 or paucisymptomatic               thatforms
                                                                                               forms,    are not    detected.
                                                                                                                 that  are notData      on theData
                                                                                                                                  detected.     higheron
                                 death   rate death
                                 the higher    for males     than
                                                       rate for     for females
                                                                 males    than for[36]    seem[36]
                                                                                     females      to confirm     a tendency
                                                                                                     seem to confirm             for females
                                                                                                                           a tendency           to de-
                                                                                                                                          for females
                                 to develop
                                 velop          less severe
                                        less severe     formsforms
                                                                of theofdisease.
                                                                           the disease.
                                       Analyzing data
                                       Analyzing       dataon onthe
                                                                  theweight
                                                                        weight  of of
                                                                                   thethe   population
                                                                                        population          in world,
                                                                                                        in the  the world,      the obesity
                                                                                                                         the obesity     rate israte
                                                                                                                                                  high-is
                                 highest
                                 est in theinUnited
                                               the United
                                                        StatesStates    and Saudi
                                                                and Saudi      Arabia. Arabia.    The problem
                                                                                          The problem                of obesity
                                                                                                            of obesity    is more  is relevant
                                                                                                                                      more relevant
                                                                                                                                                 in the
                                 in the American
                                 American     states, states,   in Europe,
                                                        in Europe,             in Australia,
                                                                       in Australia,     and inandthe in  the countries
                                                                                                       countries     of theof   the Mediterranean
                                                                                                                             Mediterranean        area.
                                 Problems of malnutrition, on the other hand, are more common in AfricaAfrica
                                 area.  Problems      of malnutrition,      on  the  other   hand,   are   more    common      in  and inand     in the
                                                                                                                                            the coun-
                                 countries
                                 tries        of South
                                       of South    Asia Asia     [37] (Figure
                                                          [37] (Figure     11). 11).
                                       While in Italy the number of infections and deaths seems to indicate excess weight
                                 as a protective factor against SARS-CoV-2, the data in the rest of the world do not seem
                                 to match. It should be noted that the number of cases of serious and morbid obesity is
                                 much lower in Italy than in many other countries of the world [38]. In the United States,
                                 where the obesity problem is most severe [37], obesity is listed among the top eight risk
                                 factors for COVID-19 [3]. In Europe, where obesity problems, although present, are less
                                 prominent than in America, obesity ranks eleventh on the list of risk factors [2]. The spread
                                 could affect more obese people in countries where there are actually more obese people.
                                 Obesity could, therefore, become a risk factor only when it exceeds a certain degree, such

                                        (a)                                                            (b)
while it should be higher for women (who are in greater numbers), supports the hypoth-
                                   esis that women are more immune or develop COVID-19 more frequently than males in
                                   asymptomatic or paucisymptomatic forms, forms that are not detected. Data on the higher
                                   death rate for males than for females [36] seem to confirm a tendency for females to de-
                                   velop less severe forms of the disease.
Encyclopedia 2022, 2                     Analyzing data on the weight of the population in the world, the obesity rate is high-     119
                                   est in the United States and Saudi Arabia. The problem of obesity is more relevant in the
                                   American states, in Europe, in Australia, and in the countries of the Mediterranean area.
                                   Problems
                                   as to induce
Encyclopedia 2022, 2, FOR PEER REVIEW          of malnutrition,   on thestates,
                                                  other pathological      otheras
                                                                                hand,
                                                                                  it is are more
                                                                                        easier forcommon   in Africa
                                                                                                   people aged       and intothe
                                                                                                               > 60 years        coun-
                                                                                                                              develop11
                                   tries
                                   theseof  South
                                          [39].    Asia
                                                There is [37]
                                                         little(Figure
                                                                data on11).
                                                                         the impact of obesity on COVID-19 severity [40].

                                 Figure 11. (a) Percentages of obese adults in various countries. (b) Percentages of overweight adults
                                 by country [37].

                                       While in Italy the number of infections and deaths seems to indicate excess weight as
                                 a protective factor against SARS-CoV-2, the data in the rest of the world do not seem to
                                 match. It should be noted that the number of cases of serious and morbid obesity is much
                                 lower in Italy than in many other countries of the world [38]. In the United States, where
                                 the obesity problem is most severe [37], obesity is listed among the top eight risk factors
                                 for COVID-19 [3]. In Europe, where obesity problems, although present, are less promi-
                                 nent than in America, obesity ranks eleventh on the list of risk factors [2]. The spread could
                                      (a)                                                          (b)
                                 affect more obese people in countries where there are actually more obese people. Obesity
                                 could,   therefore,
                                 Figure 11.            become
                                             (a) Percentages of aobese
                                                                   riskadults
                                                                         factorinonly    when
                                                                                   various      it exceeds
                                                                                            countries.        a certain degree,
                                                                                                        (b) Percentages           such adults
                                                                                                                        of overweight    as to
                                 induce    other
                                 by country [37]. pathological   states,  as it is easier  for people    aged  > 60 years  to develop    these
                                 [39]. There is little data on the impact of obesity on COVID-19 severity [40].
                                       As far as haematological
                                                    haematological characteristics
                                                                       characteristics are are concerned,
                                                                                                concerned, blood
                                                                                                               blood group
                                                                                                                      group O O is the most
                                 widespread
                                 widespread in   in the
                                                    the world
                                                        world and
                                                               andisisfound,
                                                                        found,in  inparticular,
                                                                                      particular,ininAmerica,
                                                                                                      America,Africa,
                                                                                                                  Africa,and
                                                                                                                          and   eastern
                                                                                                                              eastern     Rus-
                                                                                                                                       Russia.
                                 sia.
                                 GroupGroup
                                          A isAmore
                                                  is more  common
                                                       common          in Europe,
                                                                  in Europe,          Australia,
                                                                                 Australia,  and and     thenorth
                                                                                                   the far   far north of America.
                                                                                                                   of America.    GroupGroup
                                                                                                                                           B is
                                 B is the
                                 the  leastleast widespread
                                             widespread       in the
                                                           in the     world
                                                                    world    andandis is foundininAsia,
                                                                                      found        Asia,Eastern
                                                                                                          EasternEurope,
                                                                                                                   Europe,and,
                                                                                                                             and, to
                                                                                                                                   to a lesser
                                 extent, Africa (Figure 12) [41].

                                    (a)                                                            (b)
                                 Figure
                                 Figure 12.
                                        12. (a)
                                            (a) Distribution
                                                Distribution of
                                                             of blood
                                                                blood group
                                                                      group A.
                                                                            A. (b)
                                                                               (b) Distribution
                                                                                   Distribution of
                                                                                                of blood group O
                                                                                                   blood group O [41].
                                                                                                                 [41].

                                       In Italy, the different distribution of blood groups between north and south confirms
                                 the greater susceptibility
                                               susceptibility toto COVID-19
                                                                   COVID-19 in   in people
                                                                                    people with
                                                                                              with blood
                                                                                                    blood type
                                                                                                            type A compared to people
                                 with blood
                                        bloodtype
                                               typeO. O.The
                                                         Theprevalence
                                                               prevalence ofofblood
                                                                                 bloodgroup
                                                                                         groupO and
                                                                                                 O andnotnot
                                                                                                           A inAChinese,   American,
                                                                                                                  in Chinese,          and
                                                                                                                                American,
                                 African   populations
                                 and African             seems
                                                populations      to explain
                                                               seems          why,why,
                                                                       to explain    despite  the high
                                                                                          despite   the number     of infections,
                                                                                                         high number              the mor-
                                                                                                                         of infections, the
                                 tality rate rate
                                 mortality   is relatively  low low
                                                  is relatively  [42].[42].
                                       All the considerations
                                                considerations made so far  far do
                                                                                 do not
                                                                                     not explain
                                                                                         explain why
                                                                                                   why SARS-CoV-2
                                                                                                         SARS-CoV-2 affects more men
                                 and older people. The The data
                                                            data relating
                                                                  relating to
                                                                            to the
                                                                               the incidence
                                                                                    incidence ofof hemochromatosis
                                                                                                   hemochromatosis in northern
                                                                                                                            northern Italy
                                                                                                                                      Italy
                                       anemia and
                                 and anemia     and thalassemia
                                                      thalassemia inin the
                                                                        the south
                                                                             south seem
                                                                                     seem toto answer
                                                                                               answer this
                                                                                                        this question
                                                                                                               question [15–17,19,21–27].
                                                                                                                         [15–17,19,21–27].
                                 In Europe, the countries of the Mediterranean area, where anemic forms prevail among
                                 the population
                                      population [43,44],
                                                    [43,44],record
                                                              recordlower
                                                                      lowermortality
                                                                              mortality rates  than
                                                                                           rates thanthethe
                                                                                                          countries  of Northern
                                                                                                              countries            Europe,
                                                                                                                         of Northern    Eu-
                                 wherewhere
                                 rope,   iron overload    diseases
                                                iron overload       are more
                                                                 diseases   are frequent   (Figure
                                                                                more frequent        13) [23–27].
                                                                                                  (Figure    13) [23–27].
Encyclopedia 2022,
Encyclopedia 2022, 22, FOR PEER REVIEW                                                                                                                      12
                                                                                                                                                           120

                                    (a)                                                                        (b)

                                                                          (c)
                                  Figure  13. (a)
                                  Figure 13.  (a) Anemia distribution [42–44].
                                                  Anemia distribution [42–44]. (b)
                                                                               (b) Thalassemia
                                                                                   Thalassemia distribution [45]. (c)
                                                                                               distribution [45]. (c) Hemochromatosis
                                                                                                                      Hemochromatosis
                                  distribution [23–27,42,46].
                                  distribution [23–27,42,46].

                                        This
                                        This isis despite
                                                  despite the  the fact
                                                                     fact that
                                                                            that the
                                                                                  the rates
                                                                                       rates ofof contagion
                                                                                                   contagion among
                                                                                                                 among the  the population
                                                                                                                                  population are   are some-
                                                                                                                                                        some-
                                  times
                                  times higher
                                          higher in in the
                                                        the countries
                                                              countries of    of the  Mediterranean area
                                                                                 the Mediterranean         area than
                                                                                                                 than in    the countries
                                                                                                                        in the    countries of   of northern
                                                                                                                                                    northern
                                  Europe
                                  Europe [4].[4]. Here,
                                                  Here,on   onthe theother
                                                                        other    hand,
                                                                              hand,      hemochromatosis
                                                                                      hemochromatosis         andandironiron     overload
                                                                                                                          overload      diseasesdiseases
                                                                                                                                                    are moreare
                                  more   frequent      [46].   For  these     diseases,   the  incidence     decreases
                                  frequent [46]. For these diseases, the incidence decreases progressively in non-Hispanic progressively        in  non-His-
                                  panic whites,
                                  whites,   NativeNative        Americans,
                                                       Americans,         blacks,blacks,
                                                                                     PacificPacific   Islanders,
                                                                                              Islanders,    up to up    to Asians,
                                                                                                                    Asians,            in which
                                                                                                                                in which     they aretheyprac-
                                                                                                                                                            are
                                  practically
                                  tically absent absent
                                                      [47].[47].   Conversely,
                                                               Conversely,           Asians,
                                                                                  Asians,      particularly
                                                                                             particularly       fromthe
                                                                                                             from      thesouth-east;
                                                                                                                             south-east;Africans;
                                                                                                                                             Africans; and
                                  populations of   of the
                                                        theeastern
                                                              easternMediterranean
                                                                          Mediterraneanarea     areaarearemore
                                                                                                            more  prone
                                                                                                                     prone to to
                                                                                                                               diseases
                                                                                                                                   diseasessuch    as thalas-
                                                                                                                                                such   as tha-
                                  semia
                                  lassemiaand andforms
                                                     forms  of of
                                                                anemia
                                                                   anemia    [42–45].
                                                                               [42–45].Even
                                                                                          EvenininAmerican
                                                                                                      Americancountries,
                                                                                                                    countries,data dataon on blood
                                                                                                                                               blood group
                                  distribution
                                  distribution [41] and incidence of iron overload disease [25] and forms of anemia [43,44]
                                  appear to be related to a reduced death rate from              from COVID-19
                                                                                                        COVID-19 [4].  [4].
                                        Hemochromatosis
                                        Hemochromatosis causes      causesexcessive
                                                                                excessiveabsorption
                                                                                             absorptionofof     iron
                                                                                                             iron   bybythethe    intestine,
                                                                                                                              intestine,        resulting
                                                                                                                                           resulting         in
                                                                                                                                                        in the
                                  accumulation
                                  the  accumulation   of this   metal
                                                            of this       in other
                                                                       metal          organs
                                                                                in other        and tissues.
                                                                                            organs               Males
                                                                                                      and tissues.        showshow
                                                                                                                       Males       muchmuch moremorefrequent
                                                                                                                                                           fre-
                                  and more
                                  quent          severe
                                          and more          symptoms
                                                         severe    symptoms   thanthan
                                                                                     women,
                                                                                          women, with    thethe
                                                                                                      with    first  manifestations
                                                                                                                 first manifestationsofofthe     the disease
                                  between the ages of 40 and 50. In women, before menopause, the clinical picture is ten
                                  times less frequent than in men due to the loss of iron during menstruation and during
                                  pregnancy. Therefore, women develop signs and symptoms of hemochromatosis-related
                                                       approximately 10 years after men [48]. This
                                  organ damage approximately                                                    This could
                                                                                                                       could really be linked to the
                                  greater severity
                                  greater   severity of   of COVID-19
                                                              COVID-19 in      in males,
                                                                                   males, more
                                                                                            more prone
                                                                                                     prone toto pathological
                                                                                                                 pathological forms  forms linked
                                                                                                                                              linked to to the
                                                                                                                                                            the
                                  accumulation of
                                  accumulation        of iron
                                                          iron inin the
                                                                    the body.
                                                                          body.
                                        Extremely interesting
                                        Extremely       interestingisisthe    therelationship
                                                                                    relationship     that
                                                                                                  that     seems
                                                                                                        seems        to exist
                                                                                                                 to exist        between
                                                                                                                            between            the levels
                                                                                                                                         the levels          of
                                                                                                                                                       of iron
                                  iron  present     in  people’s      blood,     both   in  terms    of  deficiency    and
                                  present in people’s blood, both in terms of deficiency and in terms of excess, and the se-   in  terms    of  excess,    and
                                  the severity
                                  verity           of COVID-19.
                                          of COVID-19.           ManyMany  viruses  viruses   have shown
                                                                                      have been      been shown       to hijack
                                                                                                               to hijack     cells cells   for replication,
                                                                                                                                     for replication,      and
                                  and   efficient   replication       requires      an iron-filled    host  [49,50].   Indeed,
                                  efficient replication requires an iron-filled host [49,50]. Indeed, iron-filled cells turn        iron-filled    cellsout
                                                                                                                                                          turn
                                                                                                                                                             to
                                  outgood
                                  be   to besites
                                               good  forsites   for viruses.
                                                           viruses.     Conditions Conditions
                                                                                        such as such      as hemochromatosis
                                                                                                   hemochromatosis                      or iron overload
                                                                                                                            or iron overload         disease,
                                  disease,
                                  in whichinthe which
                                                    serum  theiron
                                                                serum      ironislevel
                                                                       level            is increased,
                                                                                   increased,            compromise
                                                                                                 compromise                host defenses
                                                                                                                   host defenses               and increase
                                                                                                                                       and increase       sus-
                                  susceptibility      to  various      infectious     diseases    [50].  In  populations
                                  ceptibility to various infectious diseases [50]. In populations where the incidence of he-    where    the   incidence     of
                                  hemochromatosis            is high,    a  virus   such   as SARS-CoV-2        could
                                  mochromatosis is high, a virus such as SARS-CoV-2 could find a perfect environment to  find    a perfect    environment
                                  to live
                                  live in, in,  causing
                                            causing     thethe     disease
                                                              disease          to spread
                                                                          to spread          widely.
                                                                                        widely.         In thalassemic
                                                                                                    In thalassemic      andand anemicanemic     subjects,
                                                                                                                                          subjects,    on theon
                                  the  other   hand,    the   proliferation       of the  virus  would     be  more    difficult,
                                  other hand, the proliferation of the virus would be more difficult, in the former due to          in the   former    due    to
Encyclopedia 2022, 2                                                                                              121

                       cyclic blood transfusions (15–20 days) associated with chelating agents (to eliminate the
                       abnormal accumulation of iron in the organs) which is commonly used as a therapy and
                       causes blood purification [42], and in the latter due to the absence of iron.
                             The data in the literature seem to confirm these observations [51,52]. However, ane-
                       mic patients are not immune to COVID-19 and, if infected, their picture is immediately
                       severe [53]. On the other hand, the inflammatory state induced by SARS-CoV-2 [54],
                       which worsens with the duration of the disease [55], is often accompanied by systemic
                       hypoferritinemia [56,57]. This obviously strongly compromises an already anemic patient.
                             The particular link between COVID-19 and blood, and the iron contained in it, really
                       seems to explain why women have a lower death rate than men, but also why children are
                       less affected than adults. In fact, in children, the rates of anemia are very high [43,44]. It
                       is, however, mandatory to use the conditional, since this disease can be defined in many
                       ways, except simple, the greater or lesser mortality in a country is not attributable to a
                       single factor.
                             It should be emphasized that the resistance of anemic subjects to COVID-19 has been
                       observed by other researchers. Particular attention was paid to sickle cell disease (SCD),
                       which we analyze below.

                       5. Sickle Cell Disease and COVID-19
                             There are several forms of anemia dependent on different causes. There may be
                       anemia due to excess bleeding, such as in the case with pregnancy and breastfeeding, some
                       surgeries, and trauma. There may be sickle cell anemia and hemolytic anemias due to
                       excessive destruction of red blood cells. There can be aplastic anemias due to reduced
                       or impaired production of red blood cells and hemoglobin, as in the case of nutritional
                       deficiencies (iron, vitamin B12, and folic acid) or diseases (which induce poor absorption of
                       iron, vitamin B12, and folic acid), such as Crohn’s disease or celiac disease.
                             SCD is particular because it is a genetic disease. If people with SCD were truly immune
                       to COVID-19, then we would have a favorable genetic condition against this disease. Some
                       genetic diseases are known to show resistance to some infectious diseases [58], and in this
                       case, the term heterozygous advantage is used. SCD already presents the heterozygous
                       advantage over falciparum malaria [59,60]. Could it be that it also has this advantage
                       against COVID-19?
                             We analyzed the data available in literature on the incidence and lethality of COVID-
                       19 for subjects with SCD. We performed a literature search on the PubMed database,
                       considering all the works published from the beginning of the pandemic until March 2021,
                       one year after the diffusion of COVID-19 in Italy. For the research, we used the terms “sickle
                       cell,” “COVID-19,” and “SARS-CoV-2.” Non-English articles, articles that did not contain
                       patient numbers, and articles for which full text could not be obtained were excluded.
                       With the literature research, we identified ninety-two articles, and, applying the exclusion
                       criteria, we selected 43 articles. Among these, 28 studies were single case or case reports
                       with a limited number of patients (≤10 patients).
                             Of particular interest is the study of de Sanctis et al. [51], conducted on 9499 patients
                       with hemoglobinopathies, followed in 17 centers in 10 different countries. Only 13 patients
                       contracted SARS-CoV-2, with an incidence of 0.14%. Other studies in adults [61–64]
                       and children [62,64,65] showed a favorable outcome of COVID-19, with milder clinical
                       presentations than the general population had [61–63,66]. The published data are such as
                       to raise the question of whether SCD really increases the risk of SARS-CoV-2 infection [67]
                       or, conversely, may be a protective factor against COVID-19 [62,68–70].
                             Opinions contrary to the previous observations were found in Minniti et al. [71], and
                       Panepinto et al. [72], which reported a worsening of the course of COVID-19 in patients
                       with SCD, and in three other studies [73–75], which reported no differences in either
                       symptomatology or outcome between subjects with and without SCD from COVID-19.
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