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Influence of Temperature and Screw Pressing on the Quality of Cassava Leaf Fractions - MDPI
agriculture

Article
Influence of Temperature and Screw Pressing on the Quality of
Cassava Leaf Fractions
Haimanot Hailegiorgis Ayele *, Sajid Latif                     and Joachim Müller

                                          Tropics and Subtropics Group, Institute of Agricultural Engineering, University of Hohenheim, 70599 Stuttgart,
                                          Germany; sajid.latif@yahoo.com (S.L.); joachim.mueller@uni-hohenheim.de (J.M.)
                                          * Correspondence: haimanot.ayele@uni-hohenheim.de or info440e@uni-hohenheim.de; Tel.: +49-(0)711-459-23464

                                          Abstract: In this study, the development of a mild processing method for cassava leaves to remove
                                          cyanogenic compounds with minimum nutritional loss is evaluated. Fresh leaves were reduced in
                                          size using a mixer at temperatures of 25 (room temperature), 55, 80, and 100 ◦ C for 1 min before
                                          screw pressing to separate the juice and press cake fractions. Cyanide content in the fresh leaves
                                          was reduced by 60% at 100 ◦ C and by 57% in the juice sample processed at 25 ◦ C. The press cake
                                          cyanide content was low (210 ppm) in both the control and the sample that was processed at 55 ◦ C.
                                          An increase in the temperature for processing cassava leaves to 100 ◦ C resulted in a loss of 5–13% of
                                          the CP and 7–18% of the vitamin C content. The press-cake fraction had high beta-carotene, lutein,
                                          and chlorophyll a and b content, and low values were registered for the juice fraction. Processing
                                          fresh cassava leaves at 25 and 55 ◦ C resulted in fractions with high beta-carotene and lutein content.
                                          The protein quality of press cake was better than that of juice for feed. Short thermal shredding with
                                          pressing resulted in minimal loss of nutrients and a significant reduction of cyanide in the leaves.

                                          Keywords: cassava leaves; nutrient; cyanide; press cake; juice; pressing

         
         
Citation: Ayele, H.H.; Latif, S.;
                                          1. Introduction
Müller, J. Influence of Temperature
and Screw Pressing on the Quality of           Cassava (Manihot esculenta Crantz) is an essential staple crop in tropical and subtropical
Cassava Leaf Fractions. Agriculture       areas [1]. The crop was introduced to Ethiopia in the 1960s and regarded as a food crop
2022, 12, 42. https://doi.org/            after 1984, where it is of strategic importance for combating food insecurity caused by
10.3390/agriculture12010042               drought [2]. It is mainly grown in the southern region of the country as a food security
                                          crop, and the roots are primarily used [3]. In Ethiopia, due to cultural bias and fear of
Academic Editor: Silvia Tavarini
                                          toxicity, the leaves are not used for human consumption; instead, they are left in the field as
Received: 7 December 2021                 green manure [2]. Cassava leaves are commonly considered as a byproduct of cassava root
Accepted: 28 December 2021                harvest and used for human and animal consumption in different parts of the world [4].
Published: 31 December 2021               Depending on the age, variety, and growth conditions of cassava plants, the leaves contain
Publisher’s Note: MDPI stays neutral
                                          a relatively high amount of protein, vitamins, minerals, and phytochemicals that are
with regard to jurisdictional claims in
                                          of nutritional and biochemical importance to humans and animals [5,6]. However, the
published maps and institutional affil-   consumption of the leaves in these areas is also limited due to the high level of antinutrients
iations.                                  and toxic compounds, such as cyanogenic glucosides [4]. These compounds reduce nutrient
                                          absorption and might even lead to other adverse effects [7].
                                               Recently developed cassava leaf processing and protein isolation methods have fo-
                                          cused on cyanogen removal, reducing the levels of antinutrient compounds, and reducing
Copyright: © 2021 by the authors.         nutrient loss [8–10]. On a household level, cassava leaf processing is usually performed
Licensee MDPI, Basel, Switzerland.        by pounding and boiling the leaves in water for long time [11]. This process facilitates
This article is an open access article    the rapid removal of cyanogen but also reduces the content of proteins, vitamins, and
distributed under the terms and           sulfur-containing amino acids that are necessary to detoxify ingested cyanide. The loss of
conditions of the Creative Commons        methionine is particularly unfavorable because it is necessary for the conversion of cyanide
Attribution (CC BY) license (https://
                                          to thiocyanate in the body [8]. Cyanide content of cassava leaves can be decreased by more
creativecommons.org/licenses/by/
                                          than 98% through solid-state fermentation [12], 81% by combination of blanching, dry
4.0/).

Agriculture 2022, 12, 42. https://doi.org/10.3390/agriculture12010042                                      https://www.mdpi.com/journal/agriculture
Agriculture 2022, 12, 42                                                                                            2 of 13

                           heating and wet heating [13], and 93% via chemical treatment with NaHCO3 [10]. The loss
                           of ascorbic acid and protein content can reach 38–75 g 100 g−1 DM for different cassava vari-
                           eties and leaf processing methods [10,14,15]. Other milder cassava leaf processing methods
                           such as pounding and sun or shade drying of leaves can reduce the cyanogen content
                           but result in dull-colored products as well as a reduced water-soluble vitamin, protein,
                           and methionine contents [8]. Leaf processing and fractioning have also been performed
                           by chemical, thermal, and mechanical actions using screw pressing [16,17]. Processing
                           of leaves by screw pressing is commonly used to separate the liquid fraction from the
                           fiber and to concentrate protein [18,19]. However, the challenge remains to find a suitable
                           processing method to produce cassava leaves with high nutrition, low cyanide content, and
                           low fiber content for human consumption [20].
                                 Cassava leaves also have the potential to be used as a major protein source in animal
                           feed for ruminants and monogastric animals, but the high cyanide and fiber contents limit
                           such use [21]. The development of a mild processing method to remove cyanogens and
                           preserve the nutritional content of cassava leaves will play a significant role in its wider
                           use [8]. Therefore, in this study, a method for cassava leaf processing involving short-term
                           heat application followed by size reduction and pressing was assessed. The two fractions
                           obtained during processing with different temperatures were evaluated as food (juice) and
                           feed (press cake).

                           2. Materials and Methods
                           2.1. Plant Material
                                Cassava (Manihot esculenta Crantz) cultivar Chichu grown at Hawassa Agricultural
                           Research Center, Ethiopia, (6◦ 480 54.0500 N, 38◦ 160 55.5800 E, 1862 m.a.s.l) was used for the
                           experiment. Cassava stem cuttings were planted in the 2018/2019 growing season with a
                           spacing of 1 m × 1 m. The plants were cultivated under rainfed conditions with an annual
                           mean temperature of 22.08 ◦ C and mean annual rainfall of 887.4 mm. Cassava leaves with
                           the petiole attached were harvested by hand from 100 plants within the same plot at the
                           age of one year. All leaf samples, ranging from the first fully expanded leaf to the 15th leaf,
                           were collected on the same day. The leaves were cleaned, packed in polyethylene zip bags,
                           and placed in a box with ice for cooling. The leaves were transported within 24 h to the
                           laboratory at the University of Hohenheim for processing.

                           2.2. Treatments
                                After removing the petiole, the size of the leaves was reduced using a food processor
                           with a chopping and heating function (Thermomix TM5, Vorwerk, Cloyes, France). Chop-
                           ping was conducted for 1 min at a speed of 3100 rpm and at four different temperatures—25
                           (room temperature), 55, 80, and 100 ◦ C—i.e., temperature was set as the variable factor in
                           the experiment. The temperatures were set based on previous research recommendations
                           for cassava leaves processing [10,21–23]. Untreated leaves were taken as a control. Treated
                           leaves and control were kept at room temperature for 30 min before mechanical extraction
                           with a screw press. Screw pressing was done using a commercial lab-scale twin gear screw
                           stainless-steel press (AG- 8500S, Angel Juicers, Queensland, Australia). The press was
                           equipped with a coarse size screen (hole size 1 mm). The processing was conducted at room
                           temperature at a screw speed of 82 rpm. The double screw press was fed continuously
                           to collect the juice and press cake separately (Figure 1). After measuring moisture and
                           cyanide content, the samples were freeze-dried, packed, and stored at −20 ◦ C for further
                           analysis. Treatments were replicated twice.

                           2.3. Sample Analysis
                           2.3.1. Antinutritional Factors
                                The total cyanide content in cassava leaves and fractions was analyzed using the
                           picrate paper kit method [24,25]. Picrate paper was prepared by dipping 0.3 mm thick filter
                           paper into a 2.5% (w/v) picrate solution (Sigma-Aldrich, St. Louis, MO, USA) followed by
Agriculture 2022, 12, 42                                                                                                       3 of 13

                                       drying in a fume hood. The dried papers were cut into a 3 cm × 1 cm rectangle and attached
                                       to the plastic strip (size 5 cm × 1 cm, 1 mm thickness). Linamarase was isolated according
                                       to the method described by Yeoh et al. [26] involving the extraction of enzymes followed
                                       by subsequent purification using gel filtration chromatography. A sample of 0.05 g, 1 mL
                                       of 0.1 M Na-phosphate buffer, and 100 µL linamarase were placed in a vile and the strip
                                       carrying a picrate paper was placed inside the vial, which was closed immediately with a
                                       screw cap. The sample and solutions in the vial were gently mixed and left at 30 ◦ C for 24 h.
                                       Then, the picrate paper was removed and soaked in 5 mL distilled water for 30 min. A
                                       picrate paper suspended in a vial without a sample was used as a blank. The standard curve
                                       for cyanide content was prepared from a series of linamarin (Sigma-Aldrich) concentrations
FOR PEER REVIEW                        (0.2–2.4 µM). The picrate papers from the blank and the standard were treated  3 ofthe
                                                                                                                           14 same
                                       way as the picrate papers of the samples. The absorbance of the solutions was measured at
                                       510 nm.

                                       Figure 1. Cassava leaf processing at different temperatures.
             Figure 1. Cassava leaf processing at different temperatures.
                                         Phytate in the samples was analyzed according to the method described by Latta and
             2.3. Sample Analysis  Eskin  [27]. Sample extraction was done by placing 0.5 g of the dried sample in a 10 mL of
                                   3.5% HC1 solution. The solution was stirred for 1 h and centrifuged for 10 min at 3000× g.
             2.3.1. AntinutritionalThe
                                     Factors
                                        aliquot was removed from the supernatant, filled into a 2 mL tube, and centrifuged
                                   again
                   The total cyanide  content     in×cassava
                                          at 10,000    g for 10 min.
                                                                 leavesWadeandreagent  was prepared
                                                                                 fractions             by mixingusing
                                                                                             was analyzed           30 mgtheof FeC 13 ·6H2 O
                                                                                                                                pic‐
                                   and 300 mg of sulfosalicylic acid in 100 mL of distilled water. Standard phytate solution was
             rate paper kit method [24,25]. Picrate paper was prepared by dipping 0.3 mm thick filter
                                   prepared by dissolving 2632 mg sodium phytate (Sigma-P8810, Merck KGaA, Darmstadt,
             paper into a 2.5% (w/v)    picrate
                                   Germany)     in solution    (Sigma‐Aldrich,
                                                   1 mL of distilled   water (2632 mg  St.mL
                                                                                           Louis,    MO, USA)
                                                                                             −1 ). Distilled water followed
                                                                                                                     (9 mL) was byadded to
             drying in a fume hood.      The dried
                                   the solution         papers
                                                  (dilution        were
                                                             of 1:10).      cut intocurve
                                                                        A standard      a 3 was
                                                                                            cm prepared
                                                                                                   × 1 cm rectangle
                                                                                                             with a rangeand     at‐ mL
                                                                                                                             of 0.0–1.0
             tached to the plasticandstrip  (size 5 was
                                        absorbance     cm measured
                                                            × 1 cm, 1atmm   500 nmthickness).     Linamarase was isolated
                                                                                     using a UV-spectrophotometer          (DR6000, Hach
                                   Lange,   Düsseldorf,   Germany).
             according to the method described by Yeoh, et al. [26] involving the extraction of enzymes
                                         The total phenolic content (TPC) of the samples was determined using the Folin–
             followed by subsequent      purification using gel filtration chromatography. A sample of 0.05
                                   Ciocalteu reagent method [28]. A freeze-dried sample of 0.5 g was diluted in 5 mL of 80%
             g, 1 mL of 0.1 M Na‐phosphate
                                   methanol and buffer,
                                                     placed inand
                                                                a 60100     μL linamarase
                                                                      ◦ C water                  wereThe
                                                                                  bath for 20 min.       placed
                                                                                                           solutionin was
                                                                                                                       a vile   and
                                                                                                                            centrifuged   at
             the strip carrying a 13,500
                                   picrate rpmpaper
                                                 for 10was
                                                        min (Zplaced
                                                                 326 K,inside
                                                                         Hermlethe      vial, which
                                                                                    Labortechnik        wasWehingen,
                                                                                                    GmbH,      closed immedi‐
                                                                                                                           Germany). The
                                   supernatant
             ately with a screw cap.   The sample was transferred,   and the
                                                         and solutions       inresidue  waswere
                                                                                 the vial    mixedgently
                                                                                                     again with
                                                                                                             mixed3 mL   of 80%
                                                                                                                       and   leftmethanol
                                                                                                                                   at
                                   and centrifuged. The supernatant was combined with the previously extracted solution
             30 °C for 24 h. Then, the picrate paper was removed and soaked in 5 mL distilled water
                                   and the volume was adjusted to 10 mL with 80% methanol. The extracted solution was
             for 30 min. A picratekept
                                    paperat 4suspended       in a (max.
                                              ◦ C until analysis   vial without
                                                                           48 h). To aavoid
                                                                                        sample     was used
                                                                                            a deviation         as a blank.
                                                                                                           of values   from the The
                                                                                                                                  standard
             standard curve for cyanide        content    was    prepared       from   a  series   of linamarin       (Sigma‐Al‐
                                   curve, the sample was further diluted with 80% methanol (press cake (1:20), leaves (1:20),
             drich) concentrations and(0.2–2.4    μM).The
                                        juice (1:40)).    The   picrate
                                                             sample    (150papers
                                                                             µL) wasfrom
                                                                                       mixedthewithblank
                                                                                                     150 µLand     theNstandard
                                                                                                              of 0.25     Folin–Ciocalteu
             were treated the same way as the picrate papers of the samples. The absorbancea further
                                   reagent  and   2400 µL  of HPLC   water    and  incubated  for  3 min  before adding      of the300 µL
                                   of 1 N sodium carbonate solution. The sample and standard were incubated for 2 h at room
             solutions was measured       at 510 nm.
                                   temperature in the dark using 80% methanol as a blank. The absorbance of the standards
                   Phytate in the samples     was analyzed
                                   and the samples     at 725 nmaccording
                                                                   were measured to the   method
                                                                                       using         described by Latta
                                                                                             a UV spectrophotometer.         Theand
                                                                                                                                  standard
             Eskin [27]. Sample extraction was done by placing 0.5 g of the dried sample in a 10 mL of
             3.5% HC1 solution. The solution was stirred for 1 h and centrifuged for 10 min at 3000 g.
             The aliquot was removed from the supernatant, filled into a 2 mL tube, and centrifuged
             again at 10,000 g for 10 min. Wade reagent was prepared by mixing 30 mg of FeC13∙6H2O
Agriculture 2022, 12, 42                                                                                          4 of 13

                           calibration curve was prepared by measuring the absorbance of dilutions of a gallic acid
                           stock solution ranging in concentration from 0.005 to 0.1 mg mL−1 .

                           2.3.2. Micronutrients
                                 The method described by Valente et al. [29] was used to measure the vitamin C content
                           of the fractions, with minor modifications. A sample of 1 g was transferred into a 50 mL
                           Falcon tube, and a 15 mL extraction solution (10% perchloric acid and 1% metaphosphoric
                           acid in ultrapure water) was added to stabilize the ascorbic acid and precipitate proteins.
                           The solution was homogenized for 1 min with a vortex and centrifuged at 20,000 rcf for
                           15 min at 4 ◦ C. A supernatant of 8 mL was transferred into a 12 mL tube and centrifuged
                           again under the same condition. A total 3 mL of the supernatant from each sample was
                           transferred into a 10 mL volumetric flask and filled up with a mobile phase (20 mM
                           ammonium dihydrogen phosphate, pH 3.5, containing 0.015% (w/v) of metaphosphoric
                           acid). The samples were filtrated into HPLC vials with 0.45 µm nylon filter membranes. The
                           separation and quantification were performed using a HPLC system (Shimadzu Co., Kyoto,
                           Japan) equipped with a column of 250 mm × 4.6 mm Luna 5u C18(2) 100A (Phenomenex,
                           Torrance, CA, USA). The quantification of the ascorbic acid components was performed at
                           254 nm. To calculate the recovery rate, samples were spiked with the main standard.
                                 β-Carotene, lutein, and chlorophyll a and b levels were characterized using HPLC
                           (Agilent 1200, Agilent Technologies, Waldbronn, Germany) according to the method of Lee
                           et al. [30], with some modifications. Mixed analytical standards consisting of β-carotene,
                           lutein, and chlorophyll a and b were prepared in acetone at concentrations from 0 to 100
                           ppm. Extraction was performed by adding 1 g of the sample in 30 mL of acetone, which was
                           then placed in an ultrasonic bath at 35–40 ◦ C for 90 min. The mixture was filtered through a
                           syringe filter (PTFE, 0.45 µm) and evaluated by HPLC analysis. To separate pigments, a C30
                           column (stability 100, 5 µm, dimensions 250 mm × 4.6 mm) with guard column (stability
                           100 C30, 5 µm, 5 mm × 4.6 mm, Dr. Maisch, Ammerbuch-Entringen, Germany) was used.
                           The column temperature was maintained at 30 ◦ C. The mobile consisted of solvent A (75%
                           methanol) and B (100% ethyl acetate). The gradient at a flow rate of 1.0 mL min−1 was set
                           as follows: 0–15 min, 30–90% B; 15–20 min, 90–30% B, followed by a constant 30% B until
                           the end of the running time of 25 min. A 20 µL injection volume was used each time. The
                           peak area of a photodiode array detector was used at 450 nm to calculate the amount of
                           each pigment.

                           2.3.3. Moisture, Ash, and Crude Protein Content
                                Cassava leaves, press cake, and juice fraction moisture content was measured by
                           drying the samples in an oven at 105 ◦ C for 12 h [31]. The ash content was measured by
                           placing the oven-dried samples in a muffle furnace, as described in AOAC [31] official
                           method 923.03. Freeze-dried leaf, press cake, and juice crude protein (CP) contents were
                           measured using the Kjeldahl method and a Kjeldahl analysis system (Vapodest 500, C.
                           Gerhardt GmbH & Co. KG., Königswinter, Germany). A conversion factor of 6.25 was used
                           to calculate the amount of CP content from the total nitrogen content.

                           2.3.4. Acid Detergent Fiber, Acid Detergent Lignin, and Neutral Detergent Fiber
                                The acid detergent fiber (ADF), acid detergent lignin (ADL), and neutral detergent fiber
                           (NDF) contents of fresh leaf, press cake, and juice were measured according to the method
                           described by AOAC [31] official method 973.18 using an automated fiber analysis system
                           (FibreBag Analysis System FBS6, Gerhardt GmbH & Co. KG., Königswinter, Germany).

                           2.3.5. Protein Fractioning
                                The CP of cassava leaves, juice, and press cake was partitioned following the proce-
                           dures described by Licitra et al. [32]. Samples were analyzed in duplicate, and repetitions
                           were performed in cases where the variation coefficient was greater than 5%. The N con-
                           centrations were determined using the Kjeldahl procedure, and all N concentrations were
Agriculture 2022, 12, 42                                                                                            5 of 13

                           converted to CP using a conversion factor of 6.25. The nonprotein nitrogen (NPN) con-
                           centration of the samples was determined using the tungstic acid method [32]. A sample
                           of 0.5 g was weighed into a 100 mL Erlenmeyer flask; then, 50 mL distilled water and
                           8 mL of 0.3 M sodium tungstate solution were added. The solution was mixed for 30 min
                           and continuously stirred, and the solution pH was reduced to 2.0 using a sulfuric acid
                           solution (0.5 M). The flask was covered and kept at room temperature overnight. Soluble
                           true protein concentrations were determined using a borate–phosphate buffer (pH 6.7–6.8).
                           In total, 50 mL of buffer and 1 mL of freshly prepared sodium azide were added to 0.5 g of
                           the sample in 100 mL Erlenmeyer flasks. The flasks were covered for 3 h before filtration.
                                NPN and soluble true protein filtration of the suspensions were followed by washing
                           both the residue and filter paper (Whatman paper N◦ 54, GE Healthcare Life Sciences,
                           Darmstadt, Germany) with 250 mL of cold distilled water. The washed filter paper with
                           residue was dried at 38 ◦ C for 1 h. The N value for the residue and filter paper was
                           analyzed. The NPN and soluble true protein concentration of the samples was calculated
                           by subtracting the N concentration in the residual material from the total N concentration
                           in the sample.
                                The neutral detergent-insoluble CP (NDICP) was determined following the procedure
                           of NDF analysis without using sodium sulfite. The sample (0.5 g) was boiled in 100 mL
                           of neutral detergent solution for 1 h. A 25 µL aliquot of alpha-amylase (Ankom Technol-
                           ogy, NY, USA) was added 1 and 30 min after the solution started boiling. The solution
                           was filtered through a filter paper (Whatman paper N◦ 54, GE Healthcare Life Sciences,
                           Darmstadt, Germany). The acid detergent-insoluble CP (ADICP) was determined in the
                           same way as the NDICP, except that the neutral detergent solution was substituted with an
                           acid detergent solution and alpha-amylase was not used. The residue with filter paper was
                           washed with 250 mL hot distilled water (80 ◦ C). Then, it was rinsed twice with 5 mL acetone
                           and dried at 38 ◦ C for 1 h. The filter paper with residue was then analyzed for N. The
                           concentrations of different CP fractions were then calculated according to Sniffen et al. [33].
                           These have been described as fractions NPN (A), soluble true protein (B1), insoluble true
                           protein (B2), protein that is insoluble in neutral detergent but soluble in acid detergent (B3),
                           and protein that is insoluble in acid detergent (C).

                           2.4. Statistical Analysis
                                One-way analysis of variance (ANOVA) was conducted to determine the effect of
                           the size reduction of leaves subject to different processing temperatures on the nutritional
                           and antinutritional content of cassava leaf, press cake, and juice. The significant difference
                           of sample means was identified using Tukey’s test at a significance level of p ≤ 0.05. All
                           analyses were performed using SAS statistical software (version 9.2, SAS Institute Inc.,
                           Cary, NC, USA) and two independent replicates.

                           3. Results and Discussion
                           3.1. Antinutrients
                                 A general comparison of the antinutrient contents across the fractions—namely, leaves,
                           juice, and press cake—showed that mechanical extraction by screw pressing leads to
                           unequal partitioning of the original content, with higher contents in the juice and lower
                           contents in the press cake. Observing the controls after pressing revealed that the original
                           cyanide content of 1275 ppm in the leaves increased to 2543 ppm in the juice but decreased
                           to 211 ppm in the press cake. This means that pressing alone was effective for obtaining
                           a press cake with a low toxicity level; however, for the juice, the need for detoxification
                           was increased. The difference between control and chopping at 25 ◦ C showed the effect of
                           chopping alone, i.e., without additional heating. Regarding cyanide content, it decreased to
                           671 ppm in the leaves, which corresponds to a 47% reduction. In the juice, the reduction was
                           even more pronounced at 57%. The reduction in cyanide content caused by the disruption
                           of leaf tissue and juice through grinding was caused by the action of endogenous linamarase
                           on glucosides [21]. The positive impact of size reduction on lowering cyanide content in the
Agriculture 2022, 12, 42                                                                                                                                                   6 of 13

                                   present experiment is similar to what was reported by Ravindran et al. [34]. Applying heat
                                   during chopping further reduced the cyanide content in the leaves but to a smaller amount
                                   and without significant differences between the temperatures. Already at a moderate
                                   temperature of 55 ◦ C, the reduction was 56%. In the juice, heating at 55 and 80 ◦ C during
                                   chopping slightly weakened the detoxification effect, and cyanide was reduced by 50%. In
                                   the press cake, chopping with and without heating yielded negligible differences (Figure 2a).
                                   The significant reduction of cyanide in leaves processed at 55 ◦ C can be explained by the
                                   stability of linamarase enzyme being optimum at a temperature of 55 ◦ C [21]. The amount
                                   of cyanide in all the fractions in the current study was higher than what was stated as a safe
                                   level (10 ppm) by the FAO/WHO [35]. The remaining cyanide content in the leaves and
                                   press cake fractions can be reduced further by drying [36] or using membrane filtration
Agriculture 2022, 12, x FOR PEER REVIEW                                                                                     7 ofor
                                                                                                                                 14
                                   coagulation for the juice fraction [37]. It was observed by Bradbury and Denton [8] that
                                   processing methods with longer heat application time can reduce up to 99% of the total
                                   cyanogens in cassava leaves but at the expense of high nutritional loss.

                                a                    2750                                                 a                                                     Control
                                                     2500                                                                                                       25
                                                                                                                                                                55
                                 Cyanide (ppm DM)

                                                     2250
                                                                                                                                                                80
                                                     2000                                                                                                       100
                                                     1750
                                                     1500                a                                                       b
                                                                                                                          b
                                                     1250                                                           c                 c
                                                     1000
                                                      750                            b   c    c
                                                      500
                                                                                                    c
                                                      250                                                                                    c        a    c    b    bc
                                                        0
                                 b                     50
                                                                                                                                 a
                                                                    45                                              bc ab             cd
                                      TPC (GAE mg g−1DM)

                                                                    40                                    d
                                                                    35
                                                                    30               a   a
                                                                          a
                                                                    25                        a     a                                                 a    ab   ab ab
                                                                                                                                            b
                                                                    20
                                                                    15
                                                                    10
                                                                     5
                                                                     0
                                                                     8
                                 c                                   7                                    a                      a    a
                                            Phytate (g 100 g−1DM)

                                                                     6                                              a
                                                                                                                          a
                                                                         a           a   a
                                                                     5                        a
                                                                                                    a
                                                                     4                                                                                     a    a    a
                                                                                                                                            a         a
                                                                     3
                                                                     2
                                                                     1
                                                                     0
                                                                         Control

                                                                                                          Control

                                                                                                                                            Control
                                                                                                    100

                                                                                                                                      100

                                                                                                                                                                     100
                                                                                    25

                                                                                         55

                                                                                              80

                                                                                                                    25

                                                                                                                          55

                                                                                                                                 80

                                                                                                                                                      25

                                                                                                                                                           55

                                                                                                                                                                80

                                                                                   Cassava leaves                        Juice                        Press cake

                               Figure  2. Influence
                                Figure2.  Influenceof
                                                    of pressing
                                                       pressingat at different
                                                                     differenttemperatures
                                                                               temperatureson onthe
                                                                                                  the(a)
                                                                                                      (a)cyanide,
                                                                                                           cyanide,(b)
                                                                                                                    (b)total
                                                                                                                        totalphenolic
                                                                                                                             phenoliccontent
                                                                                                                                       content
                               (TPC), and  (c) phytate contents  of  cassava leaves and  fractions. Control    represents
                                (TPC), and (c) phytate contents of cassava leaves and fractions. Control represents the   the sample  without
                                                                                                                                 sample  with‐
                               heat application
                                out heat         andand
                                         application   sizesize
                                                            reduction.
                                                                reduction.Bars with
                                                                             Bars   thethe
                                                                                  with   same
                                                                                           same letter
                                                                                                  letterare
                                                                                                          arenot
                                                                                                              notsignificantly
                                                                                                                  significantlydifferent
                                                                                                                                differentfrom
                                                                                                                                          from
                               other  sampleswithin
                                othersamples    withinthe
                                                        thesame
                                                            samefraction.
                                                                   fraction.

                                      After pressing,(Vitamin
                                                      the initial                                                                           −1
                                 3.2. Micronutrients           C, TPC  of 25 GAE
                                                                  Beta‐Carotene,  mg g Chlorophyll
                                                                                 Lutein, DM in thea,fresh cassava leaves
                                                                                                      and Chlorophyll b) was
                                concentrated in the juice to 38 GAE mg g−1 DM while it was lowered to 21 GAE     mg g −1
                                                                                                                         DM in
                                      Pressing of the fresh leaves with vitamin C content of 1425 mg 100 g−1DM resulted in a
                                 juice fraction with high (4077 mg 100 g−1DM) and a press cake with low (327 mg 100 g−1DM)
                                 levels of vitamin C. Size reduction of the leaves leads to a loss of 3%, 18%, and 13% of
                                 vitamin C in the leaves, juice, and press cake fractions, respectively. The increase of pro‐
                                 cessing temperature to 100 °C led to a reduction in the vitamin C content of cassava leaves
Agriculture 2022, 12, 42                                                                                              7 of 13

                           the press cake fraction. The impact of size reduction on the TPC of the fresh leaves was not
                           significant, whereas it tends to slightly increase the TPC in the juice and press cake from 38
                           to 41 GAE mg g−1 DM and 21 to 22 GAE mg g−1 DM , respectively. Increasing the processing
                           temperature to 55 and 80 ◦ C tends to increase the TPC of the juice fraction. The slight
                           increase in TPC of the juice and press cake fraction after heat application can be explained by
                           the increase of free-radical scavenging activities or the inactivation of several enzymes. The
                           same result was observed on blanched Carica papaya L. leaf by Raja et al. [38]. In the juice
                           fraction, TPC was increased to some extent when processing temperatures were increased
                           and then decreased, similarly to tea leaf drying at different temperatures [39]. Leaf fractions
                           processed without heat application and size reduction showed a significantly low value
                           of TPC (Figure 2b). As previously reported, leaf processing can help dephosphorylate
                           phytate to release minerals and facilitate their absorption [40]. Even though the impact
                           of size reduction and application of temperature did not show a significant difference in
                           the phytate content in all cassava leaf fractions, higher concentrations were observed in all
                           juice fractions after pressing (Figure 2c). Phytate is relatively heat-stable during processing.
                           To minimize phytate in cassava leaf, longer heat application or fermentation is needed after
                           pressing, as suggested by Montagnac et al. [40].

                           3.2. Micronutrients (Vitamin C, Beta-Carotene, Lutein, Chlorophyll a, and Chlorophyll b)
                                 Pressing of the fresh leaves with vitamin C content of 1425 mg 100 g−1 DM resulted
                           in a juice fraction with high (4077 mg 100 g−1 DM ) and a press cake with low (327 mg
                           100 g−1 DM ) levels of vitamin C. Size reduction of the leaves leads to a loss of 3%, 18%, and
                           13% of vitamin C in the leaves, juice, and press cake fractions, respectively. The increase of
                           processing temperature to 100 ◦ C led to a reduction in the vitamin C content of cassava
                           leaves by 73%, while for the juice fraction, the reduction was only 13% (Figure 3a). The
                           highest loss of vitamin C was recorded for the juice extracted after size reduction without
                           any heat application (18%). The reason for the loss is the sensitivity of vitamin C to light,
                           high temperatures, and exposure to oxygen [10]. In leafy vegetables, vitamin C content is
                           considered to be high, which was the case in cassava leaves and juice fractions compared
                           with the values reported for other vegetables [41,42]. The loss of vitamin C in the current
                           study is small compared with what was reported for other cassava leaf processing methods
                           (7–60%) [10,42].
                                 The beta-carotene and lutein contents of cassava leaves after pressing were higher
                           in the press cake than the juice fraction. Grinding of fresh cassava leaves showed a
                           significant increase in beta-carotene of 18%. Pressing after size reduction resulted in low
                           content of beta-carotene and lutein in the press cake fraction (Figure 3b,c). The processing
                           temperature increase to 55 ◦ C resulted in a slightly higher amount of lutein in fresh leaves
                           (70.4 mg 100 g−1 DM ). In the juice fraction, the highest loss of beta-carotene and lutein
                           was recorded when the temperature was above 80 ◦ C (Figure 3b,c). The contents of the
                           important, nutritional, plant-derived carotenoids, namely beta-carotene (hydrocarbon
                           carotene) and lutein (oxygenated xanthophyll), was high in cassava leaves [43]. Lutein
                           is a major component of the human retina and is considered beneficial for eye health
                           through reducing macular degeneration [44,45]. The higher amount of chlorophyll a and b
                           in samples after processing was mainly caused by the occurrence of cell disruption during
                           size reduction and pressing, generating a more intense bright green color on the surface [46].
                           The change or loss of lutein and β-carotene due to an increase in temperature might differ
                           based on time of exposure and crop type. Increasing the processing temperature to above
                           55 ◦ C reduced the beta-carotene and lutein content of cassava leaves, similarly to what has
                           been observed for red pepper and green pepper treated at higher temperatures [46].
                                 Pressing of cassava leaves resulted in higher amounts of chlorophyll a and b in the
                           press cake fraction, while the size reduction of fresh cassava leaves led to a 24% increase
                           in chlorophyll a and b. By contrast, pressing after size reduction resulted in a 9% loss of
                           chlorophyll a and 5% loss of chlorophyll b in the press cake fraction. In the juice fraction,
                           the highest losses of chlorophyll a (24.3%) and chlorophyll b (12%) were recorded at a
Agriculture 2022, 12, 42                                                                                             8 of 13

                           temperature of 80 ◦ C (Figure 3d,e). In the current study, the content of chlorophyll a is
                           more than three times that of chlorophyll b, which is similar to what was reported by
                           Sánchez et al. [46] for different vegetables. The chlorophyll content presented a negative
                           correlation with vitamin C, which indicates that the highest antioxidant levels might be
                           found when the plant presents low chlorophyll levels [41]. In all fractions, the effects of
                           temperature increase are more pronounced on chlorophyll a than on chlorophyll b. This
                           can be explained by the greater stability of chlorophyll b to increases in temperature [46].

                           3.3. Macronutrient (Ash, Crude Protein, Acid Detergent Fiber, Acid Detergent Lignin, and Neutral
                           Detergent Fiber)
                                The ash content was not significantly affected by a size reduction in the leaves and
                           fractions. The ash content was higher in the press cake fraction than in the juice fraction.
                           Ash content increased significantly when the processing temperatures of fresh cassava
                           leaves (9.6–10.4 g 100 g−1 DM ) and juice (12.4–13.3 g 100 g−1 DM ) were increased. The ash
                           content of the leaves in this study lies within the range reported by Ravindran [21] but
                           is higher compared with other findings [47,48]. These variations are attributed to the
                           differences in varietal, age, and processing methods in the experiments [9,49]. A positive
                           relationship of ash content with the processing temperature of cassava leaves and juice
                           fraction was observed in this study, and a similar trend was seen in the case of tea leaves
                           dried at different temperatures [39]. The lower ash content in the press cake is similar to
                           that reported by Latif et al. [19] for pressed frozen cassava leaves.
                                Cassava leaf pressing led to higher CP content in the press cake, which is similar to
                           what was reported by Latif et al. [19] for mechanical pressing of frozen cassava leaves
                           (Table 1). Tenorio et al. [50] also found a higher CP content in the press cake fraction in their
                           study of sugar beet leaf pressing. Mechanical pressing of leaves usually results in higher
                           protein content in the press cake, as most proteins are retained in the fiber structure [51,52].
                           The CP content of cassava leaves and press cake was unaffected by size reduction, which is
                           similar to what was reported by Achidi et al. [53] and Ravindran et al. [34] but a positive
                           effect was seen in the juice fraction. A temperature increase to 100 ◦ C for processing of
                           cassava leaves resulted in a loss of 5–13% CP content. The juice fraction processed at 80 ◦ C
                           had the lowest CP (25.8 g 100 g−1 DM ) content among the samples. In the current study,
                           there was less CP loss compared with what was reported in other studies [14,54].
                                The leaves processed at 25 ◦ C showed a significant increase in ADL and NDF content
                           in the press cake, whereas the ADL and ADF content of the juice fraction increased at
                           55 ◦ C. The NDF content in the juice fraction increased significantly as the temperature
                           increased during processing, while the press cake showed an opposite trend. The NDF
                           is normally associated with cell-wall-bound protein nitrogen, which also includes the
                           indigestible nitrogen found in the acid-detergent residue [32]. The NDF values in the
                           current study (23.0–25.7 g 100 g−1 DM ) are higher than what was recorded previously by
                           Ayele et al. [17] (19 g 100 g−1 DM ) and less than those reported by Paengkoum et al. [55]
                           (47.5 g 100 g−1 DM ). The reason for this discrepancy might be caused by the difference in
                           age and variety of plants used for the study. After processing, the NDF content in the
                           press cake increased, which is similar to what was reported for sun-dried and ensiled
                           cassava leaves [17]. Overall, among the three factions, the ADF and ADL contents were
                           higher in the press cake fraction (Table 1). Increasing the processing temperature resulted
                           in increased ADF in all fractions, which is caused by the production of artifact lignin via
                           the nonenzymatic browning reaction [32]. A similar result was observed for the ADF value
                           of cassava leaves by Paengkoum et al. [55].

                           3.4. Protein Fractions
                                SP (true protein) and NPN were very low in the press cake fraction. NDICP was high
                           in the press cake, whereas NDICP and ADICP were very low in the juice fraction. A low
                           amount of ADICP in all three fractions indicates the high protein quality of the fractions [56].
                           CP contains both SP and NPN compounds, including amides, amine peptides, nucleic acids,
Agriculture 2022, 12, 42                                                                                                                                           9 of 13

                                        free amino acids, ammonia, and nitrate [57,58]. Levels of SP, soluble in buffer at rumen
                                        pH, were very low in the press cake fraction. This result is attributed to the separation
                                        of the juice, which showed a higher value for SP after pressing. Contents of A, B1, and
                                        C were higher in the juice and leaf fraction whereas B2 and B3 were higher in the press
                                        cake (Table 2). NPN (A) (trichloroacetic (TCA) acid-soluble N) also showed a similar trend.
                                        The NPN values of the three fractions were similar to those of cassava leaf meal but lower
                                        than those reported for alfalfa hay (10 to 20%) [59]. To estimate feed degradation rates in
                                        the rumen, classification of B is subdivided into B1 (rapidly degraded in the rumen), B2
                                        (fermented in the rumen and, depending on the relative rates of digestion and passage,
                                        some may escape to the lower gut), and B3 (associated with the cell wall and slowly
                                        degradable in the rumen) [33]. The higher amount of B2 in the press cake fraction is an
                                        indication of high feed quality for ruminants [60]. The values in this study are in a similar
                                        range to those reported by Tham et al. [60] for cassava leaf meal. However, the values
                                        are much higher than those of most roughage feeds [61] and lower compared with alfalfa
                                        leaves that are also used as a forage [61]. Levels of C, the unavailable or bound protein that
                                        cannot be degraded by ruminal bacteria and does not provide amino acids postruminally,
                                        were very low in all three fractions.

                                        Table 1. Nutritional content of cassava leaf, press cake, and juice processed at different temperatures.

                                              DM                   Ash                      CP                  ADF                   ADL                    NDF
                   Temperature
   Fraction                                                       (g 100                                       (g 100                (g 100                  (g 100
                      (◦ C)                    (%)                                 (g 100 g−1 DM )
                                                                 g−1 DM )                                     g−1 DM )              g−1 DM )                g−1 DM )
                       Control           29.1 ± 0.1 a         9.7 ± 0.1 b            31.0 ± 0.5 a           23.8 ± 0.4 a           7.5 ± 0.1 a            25.7 ± 0.2 a
                         25              27.7 ± 0.2 b         9.6 ± 0.1 b           30.5 ± 0.4 a b          22.6 ± 0.9 a           7.0 ± 0.1 a            23.0 ± 0.5 a
    Leaves               55              27.9 ± 0.1 b         9.9 ± 0.0 b          29.9 ± 0.3 a b c         21.8 ± 1.0 a           7.0 ± 0.1 a            23.7 ± 0.5 a
                         80             28.3 ± 0.4 a b        10.4 ± 0.2 a          29.4 ± 0.3 b c          24.3 ± 0.3 a           7.6 ± 0.3 a            25.1 ± 0.6 a
                        100             28.4 ± 0.4 a b        10.4 ± 0.0 a           28.9 ± 0.2 c           22.4 ± 0.6 a           7.6 ± 0.1 a            25.2 ± 1.3 a
                       Control             13.6 ± 0.0 a        12.4 ± 0.1 b          27.7 ± 0.2 b           3.2 ± 0.2 a b          1.1 ± 0.0 a             3.8 ± 0.3 c
                         25                13.1 ± 0.3 a        12.4 ± 0.3 b          29.6 ± 0.7 a           3.1 ± 0.1 a b          1.1 ± 0.0 a            5.2 ± 0.9 b c
     Juice               55                12.9 ± 0.1 a       12.7 ± 0.3 a b        26.6 ± 0.5 b c           2.9 ± 0.1 b           0.9 ± 0.0 b            8.6 ± 1.9 a b
                         80                13.1 ± 0.3 a       13.1 ± 0.0 a b         25.8 ± 1.1 c           3.1 ± 0.0 a b          1.1 ± 0.0 a            11.5 ± 0.6 a
                        100                13.6 ± 0.1 a        13.3 ± 0.0 a          27.8 ± 0.0 b            3.5 ± 0.1 a           1.1 ± 0.0 a            12.2 ± 0.0 a
                       Control             52.5 ± 0.1 b        8.6 ± 0.3 a           31.0 ± 0.4 a           24.9 ± 0.4 a b        10.4 ± 0.6 a        28.7 ± 0.3 a b
                         25                54.8 ± 0.2 a        8.5 ± 0.0 a           31.2 ± 0.0 a            26.6 ± 0.2 a         9.0 ± 0.1 a          31.9 ± 1.0 a
  Press cake             55                56.1 ± 0.8 a        8.6 ± 0.1 a           31.2 ± 0.2 a           25.1 ± 1.0 a b        9.5 ± 0.0 a         29.2 ± 1.1 a b
                         80                55.1 ± 0.3 a        9.1 ± 0.1 a           31.0 ± 0.1 a            23.9 ± 0.1 b         9.7 ± 0.3 a         29.4 ± 0.9 a b
                        100                54.5 ± 0.6 a        9.1 ± 0.1 a           29.5 ± 0.1 b           25.1 ± 0.6 a b        9.4 ± 0.4 a          28.2 ± 0.5 b
                                        Note: Control represents the sample without heat application and size reduction. CP—crude protein, ADF—acid
                                        detergent fiber, ADL—acid detergent lignin, NDF—neutral detergent fiber. All the results are expressed on a dry
                                        matter basis; values in columns followed by the same superscript letters are not significantly different.

                                        Table 2. Primary protein and fractions of cassava leaf, press cake, and juice.

                 CP (g 100     SP (g 100         NPN (g        NDICP (g       ADICP (g        A (g 100        B1 (g 100       B2 (g 100     B3 (g 100          C (g 100
   Fraction
                  g−1 DM )      g−1 DM )       100 g−1 DM )   100 g−1 DM )   100 g−1 DM )     g−1 CP )         g−1 CP )        g−1 CP )      g−1 CP )          g−1 CP )
   Leaves       31.0 ± 0.5 a   8.9 ± 0.3 a     7.4 ± 0.1 a    2.1 ± 0.0 a    1.3 ± 0.0 a     24.0 ± 0.2 a    4.7 ± 0.8 a     64.6 ± 0.6 b   2.5 ± 0.2 b       0.7 ± 0.0 a
    Juice       27.7 ± 0.2 b   9.9 ± 0.5 a     8.3 ± 0.6 a    0.3 ± 0.0 b    0.1 ± 0.0 b     30.0 ± 2.5 a    5.8 ± 0.5 a     63.3 ± 2.4 b   0.6 ± 0.0 c       0.1 ± 0.0 b
  Press cake    31.0 ± 0.4 a   2.3 ± 0.1 b     1.5 ± 0.1 b    2.6 ± 0.3 a    1.3 ± 0.1 a     5.0 ± 0.4 b     2.4 ± 0.1 b     84.2 ± 1.3 a   4.4 ± 0.6 a       0.7 ± 0.1 a
                                        CP—crude protein, SP—soluble protein, NPN—nonprotein nitrogen, NDICP—neutral-detergent-insoluble CP,
                                        ADICP—acid-detergent-insoluble CP, A—nonprotein nitrogen, B1—soluble true protein, B2—insoluble true
                                        protein, B3—protein insoluble in neutral detergent but soluble in acid detergent, C—protein insoluble in acid
                                        detergent. Values in columns followed by the same superscript letters are not significantly different.
Agriculture
Agriculture   2022,
            2022, 12,12,
                      42x FOR PEER REVIEW                                                                                                                                            910
                                                                                                                                                                                       ofof
                                                                                                                                                                                         1413

                                                                 4500                                                a                                                               Control

                                     Vitamin C (mg 100g−1 DM)
                                   a                             4000
                                                                                                                             d     c
                                                                                                                                          b    c                                     25
                                                                                                                                                                                     55
                                                                 3500
                                                                                                                                                                                     80
                                                                 3000                                                                                                                100
                                                                 2500
                                                                 2000
                                                                 1500            a        ab    ab      a    b
                                                                 1000
                                                                  500                                                                                  a        b       b       b       b
                                                                    0
                                                                                                                                                     a
                                            Betacarotene (mg 100g−1 DM)

                                                                   90
                                    b                              80
                                                                                          a
                                                                                                ab                                                             c      bc    bc         b
                                                                                bc                      c    bc
                                                                   70                                                        a
                                                                                                                    a              a
                                                                   60
                                                                   50                                                                          b
                                                                                                                                          b
                                                                   40
                                                                   30
                                                                   20
                                                                   10
                                                                    0
                                                                   90
                                    c                              80                                                                                 a               ab        ab      b
                                              Luteine (mg 100g−1 DM)

                                                                                                 a                                                             b
                                                                   70            b        ab                  b              a
                                                                                                        b
                                                                                                                    ab             ab
                                                                   60
                                                                   50                                                                     c    bc
                                                                   40
                                                                   30
                                                                   20
                                                                   10
                                                                    0
                                                                  600
                                         Chlorophyll a (mg 100g−1 DM)

                                                                  550                                                                                 a                                a
                                    d                             500                     a      a
                                                                                                                                                               b       b        b
                                                                                                                    a
                                                                  450                                   b    b               a     ab
                                                                  400            c                                                             ab
                                                                  350                                                                     b
                                                                  300
                                                                  250
                                                                  200
                                                                  150
                                                                  100
                                                                   50
                                                                    0
                                                                  175                                                                                ab
                                                                                                                                                               c       bc       ab      a
                                           Chlorophyll b (mg 100−1 DM)

                                    e                                     150             a      a      a
                                                                                                             a
                                                                                                                     a       ab     a          ab
                                                                          125                                                             b
                                                                                 b
                                                                          100
                                                                           75
                                                                           50
                                                                           25
                                                                            0
                                                                                Control

                                                                                                                   Control

                                                                                                                                                     Control
                                                                                                             100

                                                                                                                                               100

                                                                                                                                                                                       100
                                                                                          25

                                                                                                55

                                                                                                        80

                                                                                                                             25

                                                                                                                                   55

                                                                                                                                          80

                                                                                                                                                               25

                                                                                                                                                                      55

                                                                                                                                                                            80

                                                                                               Leaves                             Juice                            Press cake

                                   Figure3.3.Impact
                                  Figure      Impactofoftemperature
                                                         temperatureandandprocessing
                                                                           processingmethod
                                                                                       methodon on(a)
                                                                                                   (a)vitamin
                                                                                                       vitaminC,C,(b)
                                                                                                                    (b)beta-carotene,
                                                                                                                        beta‐carotene,(c)
                                                                                                                                        (c)lutein,
                                                                                                                                             lu‐
                                   tein, (d) chlorophyll  a, and (e) chlorophyll b content of cassava  leaves and   fractions. Control  repre‐
                                  (d) chlorophyll a, and (e) chlorophyll b content of cassava leaves and fractions. Control represents the
                                   sents the
                                  sample      sampleheat
                                           without   without   heat application
                                                          application            and size reduction.
                                                                        and size reduction. Bars with Bars
                                                                                                        thewith
                                                                                                            samethe   sameare
                                                                                                                   letter   letter
                                                                                                                               not are not sig‐
                                                                                                                                   significantly
                                   nificantly different from other samples within the same fraction.
                                  different from other samples within the same fraction.

                                  4. Conclusions
                                      The present study advocates the possibility of using simple processing techniques
                                  to minimize nutritional loss and produce cassava leaf products that are low in cyanide.
                                  We found that the impact of size reduction on the antinutritional content of the different
Agriculture 2022, 12, 42                                                                                                             11 of 13

                                   fractions was higher than that of temperature change. In this study, we observed that
                                   short-term temperature increases do not lead to very significant nutritional losses but few
                                   losses were observed in the leaves and juice fraction when the processing temperature
                                   was 80 and 100 ◦ C Pressing of size-reduced samples alone can result in significant cyanide
                                   detoxification of the juice fraction. Even though the nutritional content of the resulting
                                   juice fraction was high, the antinutritional factors must be further reduced before it can be
                                   considered suitable as food. The press cake cyanide content was low (210 ppm) in both
                                   the control and the sample that was processed at 55 ◦ C as compared to the fresh leaves
                                   (1275 ppm). The low cyanide content and protein quality of the press cake support its use
                                   as a viable animal feed source. Further studies investigating the time of exposure of the
                                   leaves at higher temperatures with screw pressing should be conducted. The results of the
                                   current study will help in establishing methods for exploiting cassava leaves as food and
                                   feed in Ethiopia in the long run.

                                   Author Contributions: Conceptualization, H.H.A. and S.L.; methodology, H.H.A.; software, H.H.A.;
                                   formal analysis, H.H.A.; investigation, H.H.A.; resources, J.M. and S.L.; data curation, H.H.A.;
                                   writing—original draft preparation, H.H.A.; writing—review and editing, H.H.A., J.M. and S.L.;
                                   supervision, J.M. and S.L.; project administration, S.L.; funding acquisition, J.M. and S.L. All authors
                                   have read and agreed to the published version of the manuscript.
                                   Funding: This publication is an output of a Ph.D. scholarship from the University of Hohenheim in
                                   the framework of the project “German-Ethiopian SDG Graduate School: Climate Change Effects on
                                   Food Security (CLIFOOD)” between the University of Hohenheim (Germany) and the Hawassa Uni-
                                   versity (Ethiopia), supported by the DAAD and with funds from the Federal Ministry for Economic
                                   Cooperation and Development (BMZ).): 57316245.
                                   Data Availability Statement: The data presented in this study are available on request from the
                                   corresponding author. The data are not publicly available due to privacy.
                                   Acknowledgments: The authors are appreciative of all the help from the lab team and colleagues in
                                   the Institute of Agricultural Engineering, Tropics and Subtropics Group, University of Hohenheim,
                                   Germany.
                                   Conflicts of Interest: The authors declare no conflict of interest. The funders had no role in the design
                                   of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or
                                   in the decision to publish the results.

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