A Progress Paradox: If we have the safest food supply in the world

Page created by Cecil Burns
 
CONTINUE READING
A Progress Paradox: If we have the safest food supply in the world
South Carolina Food Safety Task Force
Quarterly Meeting
10:00AM, September 07, 2021

              A Progress Paradox:
 If we have the safest food supply in the world,
          why am I working so hard??

                            Arthur P. Liang, MD, MPH
                          Senior Advisor for Food Safety
          Division of Foodborne Waterborne & Environmental Diseases
                     Centers for Disease Control & Prevention
A Progress Paradox: If we have the safest food supply in the world
Disclosures / Disclaimers

 1.   Thank you to SCFSTF for invitation

 2.   No conflicts of interest to disclose

 3.   Findings & conclusions in this presentation are
      those of the author & do not represent the views
      of the Centers for Disease Control & Prevention

 4.   Speaker reserves the right to say something
      stupid, wrong or incredibly obvious.
A Progress Paradox: If we have the safest food supply in the world
Executive Summary:
          Food Safety Gets Better, Not Easier

•   ↓↓↓ Deaths since 1900

•   But foodborne illness still very common, because…

      •   Emerging Diseases (e.g., food allergy, E. coli O157:H7,
          Cyclospora)

      •   Technology: Genomics (e.g., DNA sequencing) &
          Information

      Can find a needle in a haystack
        for both public & private sectors.
A Progress Paradox: If we have the safest food supply in the world
February 2016

E coli O157:H7

                      Salmonella serotype Enteritidis

                 Cyclospora
A Progress Paradox: If we have the safest food supply in the world
Technology: Years until used by 25% of American Population
A Progress Paradox: If we have the safest food supply in the world
Trends of “Fingerprinting” for Bacteria

                                                                                         WGS**
                                                                 PFGE (1984)      MLST
                                                                               MLVA
                                                                      REA
                                                                            AFLP MBMS*
                                                             MEE
                     Phage typing                        Ribotyping         RAPD
 Serotyping                                        Plasmid profiles

                                Bacteriocin typing

   1920                 1940                 1960                1980           2000
* Microarray-based multi-target sequencing
  ** Whole Genome Sequencing

                                       Source: Efrain M. Ribot, CDC
A Progress Paradox: If we have the safest food supply in the world
Listeria Outbreaks & Incidence, 1983-2013           Incidence
No. outbreaks                                                       (per million pop)

       Era           Pre-PulseNet   Early PulseNet   Listeria Initiative
Outbreaks per year        0.3             2.3                2.9
Median cases per          69              11                 5.5
    outbreak
A Progress Paradox: If we have the safest food supply in the world
Listeria Outbreaks & Incidence, 1983-2014           Incidence
No. outbreaks                                                       (per million pop)

       Era           Pre-PulseNet   Early PulseNet   Listeria Initiative    WGS
Outbreaks per year        0.3             2.3                2.9              8
Median cases per          69              11                 5.5             4.5
    outbreak
A Progress Paradox: If we have the safest food supply in the world
Era of Whole Genome Sequencing:
  Listeriosis Outbreaks & Incidence*, 1983-2016
 No. outbreaks                                                                               Incidence (per million pop)
 10                                                                                                                     9
                                                                                      Outbreaks
   9                                                                                                                    8
                                                                                      Incidence
   8                                                                                                                    7
   7
                                                                                                                              6
   6
                                                                                                                              5
   5
                                                                                                                              4
   4
                                                                                                                              3
   3
   2                                                                                                                          2
   1                                                                                                                          1
   0                                                                                                                          0
       1983   1985   1987   1989   1991   1993   1995   1997   1999   2001   2003   2005   2007   2009   2011   2013   2015

Era                Pre-PulseNet                                Early PulseNet         Listeria Initiative              WGS
Outbreaks per year      0.3                                          2.3                      2.6                      6.3
Median cases per        69                                           11                       5.5                       4
outbreak

*2016 incidence rate preliminary data from FoodNet
A Progress Paradox: If we have the safest food supply in the world
“Safest food supply in the world?”
  Leading causes of death annually from Foodborne illness &
                    unintentional injuries
        Tobacco                                                                                                     467000
         Obesity                                                     216000
         Alcohol                        64000
       Poisoning                36280
   Motor vehicle                33783
             Fall              27483
       Drowning         3556
Foodborne illness       3000
       Fire/burn        2813
  Natural diaster       2193
      Machinery         610
         Firearm        591
          Cycling       272
 Cutting/piercing       110

                    0          50000      100000   150000   200000     250000   300000   350000   400000   450000     500000
                                                               # of deaths

             Timothy Lytton’s Outbreak: Foodborne Illness & the Struggle for Food Safety (2019)
“Safest food supply in the world?”

        Foodborne illness & leading causes of nonfatal injuries
Foodborne illness                                                                       48000000

             Fall                         11910000

   Motor vehicle           2775000

 Cutting/piercing          2559000

  Natural diaster        1427000

          Cycling       553000

       Poisoning        456000

       Fire/burn        442000

      Machinery         364000

                    0              10000000      20000000        30000000   40000000   50000000    60000000
                                                            # of cases

              Timothy Lytton’s Outbreak: Foodborne Illness & the Struggle for Food Safety (2019)
“Safest food supply in the world?”

1.   ↓↓↓ Mortality since 1900

2.   Since 1990s, ↓ Campylobacter, Listeria, E coli O157 & Yersinia infections

3.   Little change in Salmonella. ↓ % caused by food.

4.   ↓↓ Hepatitis A since 1950.

5.   Vibrio increasing, but rare.

6.   ↓ Norovirus % caused by food. Can grow in tissue culture
How Food Safety Gets Better…
                                              Infectious Disease Mortality, United States, 1900-1996
                                       1000
          Mortality Rate per 100,000

                                       800

                                       600

                                       400

                                       200

                                         0
                                         1900        1920        1940         1960        1980
Armstrong et al, JAMA 1999                                            Year
HACCP            Crude Pathogen rates per 100,000
     Rule, 1996              FoodNet 1996-2017
25

                                                                          Since 1996-1998
20                                                                              ↓E. coli O157
                  Campylobacter
                                                            Salmonella        ↓Campylobacter
                                                                                     ↓Listeria
15                                                                                  ↓Yersinia

                                                                                   ±Salmonella
10                                                                                          ↑Vibrio

 5
                                               Cryptosporidium
                                                                          E.coli

                                                                           Cyclospora    Vibrio
                                                                         Listeria Yersinia
 0
   96
   97
   98
   99
   00
   01
   02
   03
   04
   05
   06
   07
   08
   09
   10
   11
   12
   13
   14
   15
   16
   17
 19
 19
 19
 19
 20
 20
 20
 20
 20
 20
 20
 20
 20
 20
 20
 20
 20
 20
 20
 20
 20
 20

                       http://www.cdc.gov/foodnet/index.html
Incidence of Hepatitis A, United States, 1952-2018
                                Gamma globulin
                   45

                                recommended in CCDM

                   40

                   35
Rate per 100,000

                   30

                                                                                2016:         2,007 reported cases
                   25

                                                                                2017:         3,366
                                                                                2018:        12,474
                   20

                   15

                   10

                   5

                                                                                      Vaccine
                                                                                      Licensed
                   0
                    1952   56     60     64     68    72     76     80     84    88     92       96   2000   4   8   12     16

                                                                         Year
1952                                                                                                                      2018
                                  Source: National Notifiable Disease Surveillance System, CDC
Hypotheses for why you are working so hard

1. Safe because you are working hard.

2. Emerging Diseases (e.g., food allergy, E coli O157, cyclosporiasis)

3. Genomics (e.g., DNA sequencing) & Information Technology:

        Accelerating pace of change
Hypothesis: “Safe because you are working hard”

  “…In 2011, the FDA inspected 19,073 domestic food facilities
  & 995 foreign food facilities…

  “The USDA maintained inspectors in 6000 domestic food
  facilities…

  “…The State governments also conducted thousands
  of…inspections…

  “…9 leading private food safety audit firms…conducted…

           > 200,000 audits & inspections in

           > 100 countries each year…”

   Source: Timothy Lytton’s Outbreak: Foodborne Illness & the Struggle for Food Safety
Hypothesis: Emerging Infectious Diseases:
“Prediction is very difficult, esp. about the future.”

 It is “time to close the book” on the problem of infectious diseases.
                  William H. Stewart, MD, U.S. Surgeon General, 1969-73

       “The future of infectious diseases will be very dull.”(1972)
           Macfarlane Burnet, 1960 Nobel Prize Winner In Physiology/Medicine

Told students that there were “no new diseases to be discovered.” (1976)
                            Lewis Thomas, Dean Yale Medical School

            Source: JL Swerdlow & AD Johnson, “Living with Microbes,” The Wilson Quarterly, Spring 2002
Ernst Haeckel (1834 – 1919)

Tree of Life
Carl Woese (1928 – 2012) Tree of Life
Homo sapiens (Latin: "wise man")

  •Microbes appear 3.5 Billion years ago
  •Man appears 130,000 years ago in Africa

https://biomimicry.net/earths-calendar-year-4-5-billion-years-compressed-into-12-months/
Hypothesis: Emerging Infectious Diseases
                             Pandemics through history

                                                                                                                 Sept 2021

https://www.alaskasnewssource.com/content/news/Pandemics-through-history-What-we-can-learn-&-how-it-relates-to-COVID-19-569147331.html
Emerging Infectious Diseases:
The fall & rise of reported Salmonella infections in the
United States, 1920-2016

                                                    Typhoid Fever     Non-typhoid Salmonellosis

                                       50
    Incidence per 100,000 population

                                       45   Water & sewage                    Concentrated agriculture
                                            treatment systems built
                                       40
                                                                                 Globalized food supply
                                       35      Oysterbeds regulated
                                       30
                                       25
                                       20
                                       15
                                       10
                                       5
                                       0

                                                                      Years

                  CDC, National surveillance data 2002-15: http://www.cdc.gov/mmwr/preview/mmwrhtml/mm6153a1.htm
                                                           2016: at CDC WONDER
Emerging Infectious Diseases:
    Foodborne Disease: 1939 vs 2011*
–   Amoebiasis                         1.    Norovirus (1972)
–   Botulism                           2.    Salmonella
–   Brucellosis                        3.    Clostridium perfringens
–   Cholera                            4.    Campylobacter (1972)
–   Hepatitis                          5.    Staphylococcal
–   Polio
                                       6.    Shigella
–   Salmonellosis
                                       7.    E Coli O157 etc (1980s)
–   Scarlet fever (streptococcus)
–   Septic sore throat                 8.    Yersinia enterocolitica (1976)
     (Strep zooepidemicus)             9.    Toxoplasma gondii (1970)
–   Staphylococcal food poisoning
                                       10.   Giardia (1981)
–   Tapeworms
–   Trichinosis                                                Listeria (1982)
–   Tuberculosis, bovine                                       Cyclospora (1996)
–   Typhoid fever                                              vCJD/BSE (1996)

                                                  * Scallan et al, 2011
Kudoa septempunctata,
Novel Food-Borne Outbreaks Caused by Consumption of Raw Olive Flounder

    Symptoms -- vomiting & diarrhea -- typically begin 2 to 20 hours after eating

    Harada T, Kawai T, Jinnai M, Ohnishi T, Sugita-Konishi Y, Kumeda Y., J Clin Microbiol. 2012 Sep;50(9):2964-8.
Hypothesis: Finding a needle in a haystack

Genomics & Information Technology:

Epidemiology
Customer complaints
Laboratory-confirmed case reports
Accelerating pace of change…
1854
• Era of Classical
                                                               2014
  Epidemiology &
                                    1940’s                     • Genome
  Microbiology                      • Phage typing               Sequencing Era

                     1920’s                           1998
                     • Serotyping                     • PulseNet
                                                        (PFGE) Era

                                                     John Snow (1813 – 1858)
Crude Pathogen rates per 100,000, FoodNet 1996-2016

3                                                                              Since 1996-1998

                                                                                      ↓E. coli O157
                                                                                           ↓Listeria
                                                                                          ↓Yersinia
2
                                                                                            ↑Vibrio
                                                E.coli

1
           Yersinia
                                                              Vibrio

                                                                       Listeria
                                                                         Cyclospora
0
  96

  97
  98

  99
  00

  01
  02

  03
  04

  05

  06
  07

  08
  09

  10
  11

  12
  13

  14
  15

  16
19

19
19

19
20

20
20

20
20

20

20
20

20
20

20
20

20
20

20
20

20

                      http://www.cdc.gov/foodnet/index.html
Number & Types of Culture-independent Diagnostic Tests
                   Are Increasing

           Antigen-based tests

2011       (FDA approved)
           •3 tests for Campylobacter
           •2 tests for Shiga toxin

           Antigen-based tests          Laboratory-developed tests      Syndrome panels
           (FDA approved)               (not FDA approved)              (FDA approved)

2016       •3 tests for Campylobacter
           •5 tests for Shiga toxin
                                        •Molecular detection (PCR)
                                         tests for single or multiple
                                                                        • Luminex
                                                                        • ProGastro SSCS
                                                                        • BD Max
                                         pathogens                      • BioFire
                                                                        • Nanosphere
WGS detects more outbreaks than by PFGE
    Number of Salmonella outbreaks detected with laboratory data
                  Public Health Agency of Canada

      120

      100
                           Enteritidis

      80                   Heidelberg

                           Typhimurium

      60

      40

      20

       0
            2012    2013            2014   Year   2015   2016             2017

                                                                         WGS

                                                                Courtesy C. Nadon, Public Health Agency of Canada
Era of Classical Epidemiology & Microbiology
• How do we know it’s food? Outbreak investigation

• “Clustering in TIME and SPACE”
 Large number of cases in one jurisdiction
  –   Detected by affected group
  –   Local investigation
  –   Local food handling error (s)
  –   Local solution
E. Coli O157:H7 Washington State 1993

                             January 12
           A pediatric gastroenterologist notified the
           Washington State Dept of Health of increase in
           emergency dept visits for bloody diarrhea & the
           hospitalization of 3 children with hemolytic
           uremic syndrome.
Compare exposures of ill & well persons

                            Case - Control Study
                    Calculate Relative Risk or Odds Ratio

                        Ate Chain A    Did not eat
                                                      Total
                        hamburger      hamburger

                 Sick    27 (73%)          10         37

                 Well     0 (0%)           16         16

matched odds ratio (mOR) = undefined; 95% confidence limit = 3.5 to ∞

           Relative Risk = 1                No Association
           Relative Risk < 1                Negative Association
           Relative Risk > 1                Positive Association
E. Coli 0157:H7 WA State 1993
                        by date of exposure*
                 *cases who ate a JIB
                 hamburger on a single day
                                                                      US & primary
         80
                                                                      culture-confirmed
                                                                      cases = 333
         70

         60                                                       Improved
                                                                  cooking temps
Number

         50

         40                                      first
                                                 report
         30                                                          Public
                                                                     alert
                T J Barrett, CDC retired
         20

         10
          0
              1 2 3 4 5 6        7 8       9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
                                                 January
PulseNet Era: circa 1996
Pulsed-field gel electrophoresis (PFGE) makes “invisible” outbreaks visible
Romesh Gautom

                                                                             Paul & Luc
                                                                               Vauterin

                                                           Bala Swaminathan, CDC retired
PulseNet Era: circa 1996 - 2014
• “Clustering in TIME, not SPACE”

• Small numbers of cases in many jurisdictions

•   Detected by lab-based subtype surveillance
•   Multistate / Country Multi-disciplinary investigation
•   More challenging to investigate
•   Higher stakes?
Isolates of Salmonella Newport Reported to PulseNet
                      2002-2006

                     700
Number of Isolates

                     600
                     500
                     400
                     300
                     200
                     100
                      0
                       n

                                         n

                                                           n

                                                                             n

                                                                                               n
                                   p

                                                     p

                                                                       p

                                                                                         p

                                                                                                           p
                            ay

                                              ay

                                                                ay

                                                                                  ay

                                                                                                    ay
                     Ja

                                       Ja

                                                         Ja

                                                                           Ja

                                                                                             Ja
                                 Se

                                                   Se

                                                                     Se

                                                                                       Se

                                                                                                         Se
                           M

                                             M

                                                               M

                                                                                 M

                                                                                                   M
                            2002               2003              2004              2005             2006

                                                    Month reported to PulseNet
Isolates of Salmonella Newport Reported to PulseNet
                      2002-2006
                                                                            All S. Newport
                                                                           S. Newport Pattern A
                     700
                     600
Number of Isolates

                     500
                     400
                     300
                     200
                     100
                      0
                       n

                                         n

                                                           n

                                                                             n

                                                                                               n
                                   p

                                                     p

                                                                       p

                                                                                         p

                                                                                                           p
                            ay

                                              ay

                                                                ay

                                                                                  ay

                                                                                                    ay
                     Ja

                                       Ja

                                                         Ja

                                                                           Ja

                                                                                             Ja
                                 Se

                                                   Se

                                                                     Se

                                                                                       Se

                                                                                                         Se
                           M

                                             M

                                                               M

                                                                                 M

                                                                                                   M
                            2002               2003              2004              2005              2006

                                                    Month reported to PulseNet
Persons infected with the outbreak strain of E. coli O157:H7,
    by state of residence, as of October 6, 2006 (n=199)
PulseNet increased the number of multistate
foodborne outbreaks reported to CDC: 1973-2010
   2.9% of the outbreaks reported between 2010-2015 were multistate.

                              PulseNet begins
Identifying New Vehicles in Multistate Outbreaks
 38 new vehicles identified since 2006
1.   Bagged spinach                    17. Pine nuts                         33. Frozen, packaged vegetables
2.   Carrot juice                      18. Par-cooked, broiled chicken       34. Fresh stone fruit
                                           livers
3.   Peanut butter                                                           35. Fresh frozen & dried coconut
                                       19. Scraped tuna
4.   Broccoli powder on a snack food                                         36. Kratom powder
                                       20. Cashew cheese
5.   Dog food                                                                37. Puppies (zoonotic contact)
                                       21. Bearded dragons (zoonotic
6.   Pot pies/frozen meals                 contact)                          38. Bison
7.   Canned hot dog chili sauce        22. Sugar cane juice
8.   Fresh hot chili peppers           23. Sprouted chia seeds
9.   Black pepper                      24. Almond butter
10. Tahini sesame paste                25. Caramel apples
11. Raw cookie dough                   26. Sprouted nut butters
12. Aquatic water frogs (zoonotic      27. Dried mushrooms (in truffle oil
    contact)                               puree)
13. Fresh papaya                       28. Crested geckos (zoonotic
14. Frozen mamay fruit pulp                contact)
15. Bologna                            29. Pistachios
16. In-shell hazelnuts                 30. Wheat flour
                                       31. Powdered meal supplements
                                       32. Soy nut butter
Change in the standard of proof:
Multi-national, multi-disciplinary, multi-agency teams

      Epidemiology                Supply chain
      Statistics &                    Mapping
      “Shoe leather”                Traceback

     Food
     Clinical               Environmental
                            investigations
      Environmental
      Microbiology
Genome Sequencing Era
  In 1995, the Hubble Space Telescope found distant galaxies & star clusters never
  seen before.

Both TIME and SPACE
     abolished!
Seeing things we haven’t seen before…

 o Recall trigger outbreak investigation
    • Instead of vice versa
 o REP strains, “never-ending” outbreak?
    • “Outbreaks” are a “continuous variable”
 o Outbreaks without a “pump handle”
 o Definition of an outbreak?

    • Future foodborne outbreaks more likely to be:
           “More dispersed & smaller: ‘low & slow’
…Compared to what?
Outbreak of Salmonella Serotype Agona Infections Linked to Toasted Oats Cereal --
                         United States, April-May, 1998

                                                                                               Recall

                           100
     # of reported cases

                            80
                            60
                            40
                            20
                             0
                            35
                                 38
                                      41
                                           44
                                                47
                                                     50

                                                                  10
                                                                          13
                                                                               16
                                                                                     19
                                                                                          22
                                                                                                25
                                                                                                     28
                                                                                                          31
                                                                                                               34
                                                          1
                                                              4
                                                                   7

                                                              Weeks in 1997 / 1998
Recall triggers
    Outbreak of Listeriosis Linked to Recalled Stone Fruit
• July 2014 recall receives extensive media coverage

• Many inquiries to CDC FDA & health depts from concerned clinicians & public

• Many of whom had received automated telephone calls informing them that they had
  purchased recalled fruit.

• During July 19–31, the CDC Listeria website received >500,000 page views

•    Stone fruit isolates obtained from company

      – 4 human isolates in 2014 with PFGE match

      – Patient 1 ate recalled nectarines & peaches

      – Patient 2 ate peaches, possibly recalled
        ones

      – Patient 3 did not eat recalled fruits

      – Patient 4; no exposure information available
“Never ending outbreak?

Dynamic Designation of Strains:
Salmonella Reading Associated with Turkey Products

                          Outbreak Investigation

                                                   Persisting

           Emerging?
Outbreaks without a “pump handle”
Reoccurring O157 Outbreaks with the Same Strain
Linked to California-Grown Lettuce
                                                                                                                                 2019 outbreak
                                                                                                                                 • 167 U.S. cases
                                                                                                                                 • 4 Canada cases
                   140                                                                                                           • Vehicle: romaine
                                                                                          2018 outbreak                            lettuce (Salinas,
                   120                                                                    • 62 U.S. cases                          CA)
                                                                                          • 29 Canada cases                      • Outbreak strain
                                                                                          • Vehicle: romaine                       found in unopened
Number of People

                   100
                                                                                            lettuce (Central                       romaine bags
                    80                                                                      Coast, CA)
                                                             2017 outbreak                • Outbreak strain
                    60
                                                             • 25 U.S. cases                found in ag water
                             2016 outbreak                                                  reservoir
                                                             • 42 Canada cases
                    40       • 20 U.S. cases
                                                             • Vehicle: leafy
                             • Vehicle: unknown
                    20                                         greens (suspected)

                     0
                         Jan Mar May Jul   Sep Nov Jan Mar May Jul   Sep Nov Jan Mar May Jul   Sep Nov Jan Mar May Jul   Sep Nov Jan Mar May Jul   Sep Nov
                                    2016                      2017                      2018                      2019                      2020
                                                           These data are preliminary and subject to change
Definition of an outbreak?
       …when TIME and SPACE have been abolished
 Listeriosis linked to ice cream    Listeriosis linked to soft cheeses      Listeriosis linked to frozen vegetables
 • 10 cases over 5 years (2015)     • 30 cases over 5+ years (2015)         • 9 cases over 3 years (2016)

Salmonella Reading infections linked to turkey products    Salmonella Infantis infections linked to chicken products
• 358 cases over 17 months (2018)                          • 129 cases over 13 months (2018)
Defining R. E. P. Strains (Draft)

   Definitions focus on how the strain presents in humans
     – Reoccurring strain: strain that periodically causes a substantial number of
        illnesses, typically in outbreaks, separated by periods when it is not isolated
        from people or it causes very few illnesses
     – Emerging strain: strain that causes illnesses that have increased in frequency,
        or have the potential to increase in frequency, over time
     – Persisting strain: strain that causes illnesses consistently over time, although
        the frequency of illnesses may fluctuate

   Strains may also reoccur, emerge, or persist in the environment, in animals, or in
    production facilities, but not cause human illness
     – These also may be important to monitor as “warning signs” of potential
         human health problems
# of cases
19

           0
               20
                    40
                         60
                              80
                                    100
                                          120
                                                140
   -A
21 ug
   -A
23 ug
   -A
      u
25 g
   -A
27 ug
   -A
29 ug
   -A
31 ug
   -A
      ug
 2-
    Se
       p
 4-
    Se
       p
 6-
    Se
       p
 8-
    Se
10 p
   -S
      e
12 p
   -S
      e
                          Pump

14 p
                          handle

   -S
      e
                          removed

16 p
   -S
      e
18 p
   -S
      e
20 p
   -S
      e
22 p
   -S
      e
24 p
   -S
      e
26 p
   -S
      e
                                                                                               Golden Square area, London

28 p
   -S
      e
30 p
   -S
                                                      August 19 – September 30, 1854 (n=616)

      ep
Epidemic Cholera Mortality, London,
                         1831- 1893
                                                       London Sewer    London Sewer
                                 14,137                 opens 1865    complete ~1875
              14,000

              12,000
                                           10,738                              Sir Joseph Bazalgette
              10,000
# of Deaths

               8,000
                        6,536
               6,000                                        5596

               4,000

               2,000                        616 dead

                                            Broad St
                                            Outbreak                          135
                  0
                       1831-32   1848-49   1853–4           1866             1893
                                            Year
Universe = 95% dark matter / energy

                            % of illnesses due to recognized outbreaks, FoodNet, 1996-2017
                                            • Campylobacter:
Thank you

 Emerging infectious Diseases:

 “…in this place it takes all the running you can do, to
    keep in the same place.“

      - Red Queen to Alice in Through the Looking Glass

Whole Genome Sequencing:

“…Fasten your seatbelts, its going to be a bumpy night!“

    - Margo Channing (Bette Davis) All About Eve, 1950
You can also read