Hindawi
Journal of Food Quality
Volume 2023, Article ID 6372248, 13 pages
https://doi.org/10.1155/2023/6372248
Research Article
Comparative Analysis of Proximate Compositions, Physical
Properties, and Sensory Attributes of Kersting’s Groundnut
(Macrotyloma geocarpum (Harms) Maréchal &
Baudet) Accessions
Finagnon Toyi Kevin Fassinou ,1,2 Eric Etchikinto Agoyi ,3 Marius Afonfere ,1,2
Edmond Sacla Aide ,4,5 Achille Ephrem Assogbadjo ,3,4 and Flora Josiane Chadare
1,2
1
Université Nationale d’Agriculture, Laboratoire de Sciences et Technologie des Aliments et Bioressources et de
Nutrition Humaine, Ecole des Sciences et Techniques de Conservation et de Transformation des Produits Agricoles,
Centre Universitaire de Sakété, Porto•Novo, Benin
2
Université d’Abomey•Calavi, Laboratoire de Sciences des Aliments, Faculté des Sciences Agronomiques, Cotonou, Benin
3
Université d’Abomey•Calavi, Laboratory of Applied Ecology, Faculty of Agronomic Sciences, Cotonou, Benin
4
Université d’Abomey•Calavi, Laboratoire de Biomathématiques et d’Estimation Forestière, Faculty of Agronomic Sciences,
Cotonou, Benin
5
Hasselt University, Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Data Science Institute,
Hasselt, Belgium
Correspondence should e addressed to Flora Josiane Chadare; fchadare@gmail.com
Received 11 November 2022; Revised 22 March 2023; Accepted 24 March 2023; Published 19 April 2023
Academic Editor: Ivan Luzardo•Ocampo
Copyright © 2023 Finagnon Toyi Kevin Fassinou et al. Tis is an open access article distri uted under the Creative Commons
Attri ution License, which permits unrestricted use, distri ution, and reproduction in any medium, provided the original work is
properly cited.
Kersting’s groundnut (Macrotyloma geocarpum, Harms) is a legume crop with nutritional potential in West Africa where it is
widely consumed due to its palata ility. Te present study investigated the physical characteristics, nutritional composition, and
organoleptic properties of fve Kersting’s groundnut accessions selected ased on their yield performance, sta ility, and seed color.
Physical characteristics (seed size, length, and thickness) were determined using a Vernier Caliper while a la oratory weighing
scale was used to determine 100•seed weight. Protein and fat contents were analyzed using micro•Kjeldahl and Soxhlet systems,
respectively. Dietary f er content was determined using the AOAC method while car ohydrate content was determined using the
method of diference. Amino acids were hydrolyzed and determined using the liquid chromatography method. Ten trained
panelists participated in testing the cooka ility of the samples while 30 untrained panelists were involved in the accepta ility test.
Results showed that accessions ranged etween 8.1 ± 0.1 and 9.3 ± 0.2 mm for seed length, 5.7 ± 0.4 and 6.0 ± 0.2 mm for the width,
and 4.0 ± 0.0 and 4.9 ± 0.4 mm for thickness. Te 100•seed weight ranged from 11.7 ± 0.8 to 16.7 ± 1.6 g. Protein, fat, and car•
ohydrate contents ranged from 20.5 ± 0.2 to 22.0 ± 0.2, 1.2 ± 0.0 to 2.3 ± 0.0, and 56.5 ± 0.0 to 59.4 ± 0.1 (g/100 g dw), respectively.
Te lowest and highest cooking times were 78 and 124 minutes, respectively. All accessions recorded good sensory accepta ility
(>50%) except the accession BUR 16 which was liked only y 23.3%. Overall, accession OUA had the highest protein, medium
cooking time, and highest overall accepta ility score (>70%), hence recommended for wide production. Future studies need to e
performed on the antinutritional content of this accession and to fnd out the efect of cooking on the nutritional value of derived
meals and starch modifcation.
2
1. Introduction
Protein•energy malnutrition (PEM) remains a pu lic health
pro lem, especially in the African countries [1]. In these
countries, legumes are the main source of dietary protein
ecause of the prohi itive cost of animal protein that makes
it unaforda le to most rural populations [2]. Legumes are
vital protein sources, containing up to 20–40 grams of di•
etary proteins per 100 grams of dry matter. In tropical Af•
rican countries, the most commonly consumed legumes
include cowpea (Vigna unguiculata (L.) Walp.), am ara
groundnut (Vigna subterranea (L.) Verdc.), grass pea
(Lathyrus sativus L.), and Kersting’s groundnut (Macro•
tyloma geocarpum (Harms) Maréchal & Baudet) [3, 4]. Tey
provide essential proteins, vitamins, and dietary f er for
consumers. Kersting’s groundnut is an important African
indigenous leguminous crop grown on a small scale in West
Africa [5]. It originated in West Africa and is widely con•
sumed in Benin, Burkina Faso, Ghana, Mali, Niger, Nigeria,
and Togo [6]. Te seed coat color is the main criterion used
to distinguish landraces of Kersting’s groundnut [7]. In West
Africa, ased on the seed coat color, Agoyi et al. [8] reported
17 diferent morphotypes. In Benin, ased on the seed coat
colors, three landraces are commonly o served via the white
or cream landrace, locally named as “doyiwe” the lack
landrace “doyi wiwi” and the rown/red landrace “doyi
vovo” [6]. Although cowpea and am ara groundnut seeds
are widely consumed, Kersting’s groundnut seeds are pre•
ferred to them ecause of their palata le taste [9]. It has
a high economic value with a signifcant contri ution to the
income and livelihood of resource•limited farmers [3, 4].
Te monthly quantity of seeds sold per woman varies from
51.25 to 400 kg (125 kg on average) producing in average
a proft of 20–160 $ in Dantokpa market in Benin [6, 10].
Nevertheless, the nutritional value of Kersting’s groundnut
is poorly documented and the few availa le reports indicate
that Kersting’s groundnut grains contain 21.3% of protein,
6.2% of f er, 61.53–73.3% of car ohydrates, and 3.2% of ash
[11]. Arginine, an amino acid for pediatric growth, is the
most concentrated amino acid in the seed (9.3 g/100 g of
protein) followed y phenylalanine (3.2 g/100 g) and histi•
dine (2.1 g/100 g) of protein [12]. Tese essential amino acids
are necessary for maintaining ody muscle and growth.
Despite the high income generated from the sale of Ker•
sting’s groundnut and its nutritional values as well as its well
appreciated organoleptic characteristics, it remains
a neglected and underutilized crop species in Benin [3, 4, 8].
Te underlying reasons include its low yield, high la or
requirement, long cooking time, and nonavaila ility of
improved varieties [8, 13] and the lack of information on its
nutritional values. Accordingly, the legume• reeding pro•
gram at the La oratory of Applied Ecology, University of
A omey•Calavi, conducted research to assess yield perfor•
mances and sta ility across the major growing areas of
Benin. Following these trials, fve (5) landraces were selected
ased on their yield performance, seed coat color, and
sta ility across environments from the reeding program.
However, in order to achieve a sustaina le reeding program
with high yielding cultivars, genetic resistance to major
Journal of Food Quality
iotic and a iotic stress [14], the good quality of grains
regarding their nutritional and technological quality [15],
and sensorial characteristics [16] are important elements
that need to e considered. Sensory evaluation of accessions
provided valua le information to support adoption and
marketa ility, in the sense of desira le product character•
istics for which consumers would e willing to pay more
[16]. Te nutritional content allowed the selection of health•
promoting accessions [17]. In this regard, the present study
investigated the nutritional composition and physical and
organoleptic characteristics of fve Kersting’s groundnut
accessions. Tis study contri uted to the promotion of
Kersting’s groundnut accessions with etter nutritional
contents and easy cooking technology.
2. Materials and Methods
2.1. Selected Kersting’s Groundnut Seeds. Te fve Kersting’s
groundnut seed lots used in this study were accessions BUR
7, BUR 14, BUR 16 collected in Burkina Faso, ADC, and
OUA collected in Benin. Tese accessions were selected
ased on yield performance and sta ility, from a wide
germplasm collection followed y multilocation evaluations
across growing areas in Benin. BUR 14 and BUR 7 have
cream seed coat with a lack eye, BUR 16 has lack seed coat
while ADC and OUA have cream seed coat and eye (Fig•
ure 1) [18]. After harvesting and sun drying, the pods were
shelled and seeds packaged in sealed paper ags and stored at
room temperature until analyses.
2.2. Determination of Physical Seed Characteristics
2.2.1. Length, Width, and Tickness of Seeds. Hundred
randomly selected seeds from each accession were used to
measure the three main dimensions that are in the three
mutually perpendicular directions: the length (L), the width
(W), and the thickness (T). Tey were measured using
a Vernier Caliper reading to 0.01 mm, as applied y Wani
et al. [19]. Te geometric mean diameter (Dm) of each ac•
cession was calculated using the approach of Mohsenin [20].
Dm � (LWT)1/3 .
(1)
2.2.2. Hundred Seed Weight and Hundred Seed Volume.
Tree seed lots, each of one hundred seeds, were manually
counted from each accession; these samples were weighed on
a digital weighing alance with accuracy up to 0.001 mg and
recorded as 100•seed weights. Te seeds volume (Vm) was
calculated using the formula of Mohsenin [20].
πB2 L2
(2)
,
6(2L − 3)
where B � (WT)1/2 with width (W) and thickness (T).
Vm �
2.2.3. Hydration Capacity and Hydration Index. One
hundred grams of each accession were weighed and
transferred to a measuring cylinder, along with 100 ml of
water. Te cylinder was covered with aluminum foil and left
Journal of Food Quality
3
BUR 14
BUR 7
BUR 16
ADC
OUA
Figure 1: Seed of selected Kersting’s groundnut accessions.
at room temperature (28 ± 2°C). Te seeds were left to soak
for 24 hours and drained, and their superfuous water was
removed using a tissue paper. Tereafter, the swollen seeds
hydration capacity per seed �
were weighed. Hydration capacity per seed and hydration
index were calculated using the following formulae applied
y Ade owale and Oshodi [21]:
(weight after soaking − weight efore soaking)
,
num er of seed
(3)
hydration capacity per seed
.
hydr ation index �
weightof one seed
2.2.4. Cookability of Kersting’s Groundnut Seed. Te cook•
a ility of the accessions was determined with selected
panelists who were previously trained on the evaluation of
the texture of cooked Kersting’s groundnut seeds.
2.2.5. Panelists Selection and Training on Evaluation of
Cooked Seed Texture. Te cooking time of each Kersting’s
groundnut accession was determined using the su jective
fnger pressing method, as applied y Kinyanjui et al. [22]
with some modifcations. As this method is su jective and
then requires trained panel to o tain relia le results [23],
a quantitative descriptive analysis (QDA) was used for this
purpose [24]. Ten (10) consumers of Kersting’s groundnut
seed were selected and trained on the evaluation of cooked
seeds texture. Six men and four women from four ethnic
groups (Fon, Idatcha, Nago, and Mahi) were selected.
Tey were students aged 24.8 ± 2.3 years old and had
participated at least once in a sensory evaluation in the
past. During the training, they defned the cooked Ker•
sting’s groundnut seed as follows: “A seed that can reak
under a gentle pressure using fngers and thum and no
hard material will e found in the cotyledon.” To prevent
ias and to consider the means of panelists, unstructured
line scales were used to defne the score of texture in•
tensity, as recommended y Murray et al. [25]. Te panel
was trained over eight (08) hours to master the scoring
scheme. Te lowest and highest scores were defned for the
uncooked and well•cooked Kersting’s groundnut seed.
Te lowest score 0 was “dry Kersting’s groundnut seed”
and the highest score 10 was “soft seed.” Te middle (score
5) corresponds to the state where the cooked seed may e
accepta le and the texture value 6 is a state where the
cooking is accepta le for consumption. During the
training, the cooked seeds were su jected to sensory
triangle tests and intensity scales to make sure that the
panelists were a le to detect a diference.
2.2.6. Cooking Time Determination for Cooked Kersting’s
Groundnut Seed. Cooking test was done weighing one
hundred (100) grams of seeds of each accession. Each seed
lot was put in an aluminum sauce pan with two liters of
distilled water. Tis was placed to oil on a gas cooker.
Boiling was continued for ninety minutes after which little
samples were picked using a spatula every 10 min and tested
for softness y pressing etween fngers and thum y the
panelists. Each panelist received 10 oiled seeds, and the test
was duplicated during two consecutive days for each ac•
cession. Cooking was said complete when the panelists
scored at least 5 for the pressure exerted on the cooked seed.
Tereafter, the cooking time was defned as the period of
time the seeds achieved the desira le softness. Cooking time
was reported in minutes.
2.3. Nutritional Characteristics of Kersting’s Groundnut Seed.
Seed lot of each Kersting’s groundnut accession was cleaned,
which involved removal of foreign matter, roken seeds, and
immature seeds. Tere were ground in la oratory condition
using the la oratory mill 3600 and sieved with 500 μm sieve.
Flour o tained was packaged in polyethylene ag and stored
at 4°C until analysis.
2.3.1. Seed Dry Matter. Dry matter was determined
according to the AOAC [26] method. Five grams of samples
were used for the determination of dry matter y weighing in
a cruci le and drying in an oven at 105°C for 72 hours. Te
dry matter content was calculated using the following
formulae:
TMS �
P2 − P1
∗ 100,
Pe
(4)
where TMS is the dry matter content, P1 is the cruci le
weight, P2 is the weight (sample + cruci le) after drying, and
Pe is the weight of sample.
4
Journal of Food Quality
2.3.2. Ash Content of Kersting’s Groundnut Seeds. Te ash
content was determined according to the AOAC [26]
method. A clean porcelain cruci le was oven•dried at 105°C
for 1 hour and weighed. Kersting’s groundnut seeds were
ground using the la oratory mill 3600. Five grams’ samples
were weighed and placed in a mufe furnace at 550°C for
8 hours. It was cooled in a desiccator efore recording the
weight of the porcelain cruci le. Te ash content was
computed using the following formulae:
ASH �
P 2 − P1
∗ 100,
P0
into the ether stock ottle. Te thim le•containing the sample
was then removed and dried on a clock glass on the enchtop.
Te extractor fask with condenser was replaced, and the
distillation continued until the fask was practically dried. Te
fask, which now contained the fat or oil, was detached; it was
dried to a constant weight in the oven [28]. Te fat content
was determined using FAT content � [(W1 − Wo)/Weight of
sample taken] where the initial weight of the dry Soxhlet fask
is Wo and the fnal weight of the oven•dried fask + oil/fat
is W1.
(5)
where ASH is the ash content, P1 is the porcelain weight, P2
is the weight (sample + cruci le) after drying in the furnace
at 550°C for 8 hours, and P0 is the weight of the sample.
2.3.3. Protein Content of Kersting’s Groundnut Seed. Te
micro•Kjeldahl method applied y Akintomide and Antai
[27] was used for protein content determination. Five grams’
samples were placed into the micro•Kjeldahl fask, and one
Kjeldahl catalyst ta let with 10 ml of concentrated H2SO4
was added. Digestion was performed for 4 hours after which
a clear colorless solution was found in the tu e. Te digest
was carefully transferred into a 100 ml volumetric fask,
thoroughly rinsing the digestion tu e with distilled water,
and the volume of the fask was made up to the mark with
distilled water. Five•millimeter portion of the digest was
then pipetted to Kjeldahl apparatus, and 5 ml of 40% (w/v)
NaOH was added. Te mixture was then steam•distilled, and
the released ammonia was collected into a 50 ml conical fask
containing 10 ml of 2% oric acid plus mixed methyl red•
methylene lue indicator solution. Te green colored so•
lution was then titrated using 0.01 N HCl solution. At the
endpoint, the green color turns to a wine color, which in•
dicates that all the nitrogen trapped as ammonium orate
has een removed as ammonium chloride. Te percentage of
nitrogen was calculated using % N � (Titre value ∗ atomic
mass of nitrogen ∗ normality of HCl used ∗ 4) where % N is
the percentage of nitrogen. Te protein is determined y
multiplying the percentage of nitrogen y a constant factor
of 6.25 [28].
2.3.4. Fat Content of Kersting’s Groundnut Seed. Fat content
was determined using the Soxhlet system according to the
AOAC [28] method as applied y Akintomide and Antai [27].
Samples of 1 g were placed into a fat•free extraction thim le,
which was plugged lightly with cotton wool. Te thim le was
placed in the extractor and ftted up with a refux condenser
and a 250 ml Soxhlet fask, which had een previously dried in
an oven, cooled in the desiccator, and weighed. Te Soxhlet
fask was then flled to ¾ of its capacity with petroleum ether
and the Soxhlet fask extractor and condenser set was placed
on the heater. Te heater was put on for six hours with
constant running water from the tap for condensation of ether
vapor. Te ether was left to siphon over several times at least
10–12 times until it was short of siphoning. After this, the
remaining ether content of the extractor was carefully drained
2.3.5. Dietary Fiber and Carbohydrate Contents of Kersting’s
Groundnut Seed. Te dietary f er content was assessed
according to the AOAC [26] method, while the car ohydrate
content was determined y the diference method. Per•
centages of moisture, fat, protein, ash, and dietary f er
content were su tracted from 100% as applied y Ijarotimi
and Keshinro [29].
2.3.6. Determination of Amino Acid Profle. Amino acid
profle of Kersting’s groundnut seed was determined using
liquid chromatography method as applied y Im uhila [30].
A sample of 100 mg was weighed in duplicate from each
accession. Each was transferred into a 5 ml vial tu e and 2 ml
of 6 N HCl was added and the content was completely
closed. Te samples were hydrolyzed for 24 hours at 110°C.
Te hydrolysates were evaporated to dryness under a vac•
uum. Tereafter, the hydrolysates were reconstituted in 1 ml
90 : 10 water : acetonitrile solution. Tere were vortexed for
30 seconds and then centrifuged at 14,000 rpm, and the
supernatant was transferred to another vial. Serial dilutions
of the authentic standards amino acids (1–105 µg/µl) were
analyzed using liquid chromatography to generate linear
cali ration curves (peak area vs. concentration) used for
external quantifcation. Te samples were analyzed using
liquid chromatography to determine the amino acids and
their concentration in each sample. ACE5 C•18 column
(250 × 108 4.6 mm, 5 μm particle size) was used at 40°C. Te
fow rate and injection volume were 0.5 mL/min and 3 μL,
respectively. Te solvent system used as mo ile phase
consisted of two eluents: water and 0.01% acetonitrile acid.
Te amino acids were identifed and quantifed y com•
paring with the retention times and peak areas of standards.
2.4. Acceptability Test of Cooked Kersting’s Groundnut Seed.
Tirty students from the University of A omey•Calavi who
were willing to taste and assess Kersting’s groundnut were
selected on a voluntary asis for the accepta ility test. Tis
test was performed at the “La oratoire de Physico•Chimie et
d’Evaluation Sensorielle (LAPESA)” at the Faculty of Ag•
ronomic Sciences (FSA) using individually partitioned
ooth. Te accepta ility of each accession was assessed after
their cooking times have een determined. Each panelist
received 25 g of the cooked Kersting’s groundnut on a white
tray, with a glass of water for rinsing the mouth etween two
samples. Te cooked samples were coded and su mitted to
evaluation using a 7 hedonic scale test as follows: 7 � liked
Journal of Food Quality
5
extremely, 6 � liked very much, 5 � liked, 4 � neither liked
nor disliked, 3 � disliked, 2 � disliked very much, and
1 � disliked extremely. Te frmness, taste, Kersting’s
groundnut aroma, color intensity, and overall accepta ility
were evaluated for each accession [31, 32]. Since aroma is
lost over time [31, 33] and legume texture ecomes hard over
time after cooking, these were evaluated immediately after
cooking when samples were still warm.
2.5. Statistical Analysis. All statistical analyses were per•
formed in R Statistical Software [34] at 5% signifcance level.
Descriptive statistics (means and standard deviations) were
used to summarize physical and physicochemical charac•
teristics of Kersting’s groundnut. Analysis of variance
(ANOVA) was used to test whether there was a signifcant
diference etween accessions for their physical character•
istics, proximate parameters, and amino acid contents. Te
Anova linear model is presented as follows:
Yij � μ + τ i + εij ;
i � 1, . . . , t; j � 1, . . . , nij ,
(6)
here Error term εij ∼ i.i.d N (0, σ 2 ) with σ 2 the residual
variance, τ i is the efect of accession i, nij is the num er of
replicates in accession group (i, j), and Yij
is the response varia le (physical and physicochemical char
acteristics)
Te Kruskal–Wallis test was used to test the efect of
accession on the physical and physicochemical character•
istics where the assumptions for normality were not met.
When a signifcant diference (p < 0.05) was detected,
Tukey’s multiple comparison test was used to evaluate the
diference etween pairs of accessions. Prediction of cooking
time to textural intensity scale 6 (accepta le texture for
consumption) was carried out using a linear regression
(Ta le 1). Pearson correlation test was performed in the
packages Harrell [35] and Wei and Simko [36] to highlight
the relationship etween accession’s cooking time, physical
parameters (length, width, thickness, and hundred seed
weight), and proximate parameters (car ohydrate, fat,
protein, ash, dietary f er, and dry matter).
3. Results
3.1. Physical Characteristics of Kersting’s Groundnut
Accessions. Generally, there was no signifcant diference
among accessions for width, thickness, seed volume, geo•
metric mean diameter, and hydration index (p > 0.05)
(Ta le 2). However, signifcant diferences were found in
accessions regarding their seed length, 100•seed weight, and
hydration capacity. Te accessions BUR 14, BUR 7, OUA,
and ADC have the lowest seed length (from 8.1 ± 0.1 to
8.6 ± 0.3 mm) while the accession BUR 16 had the highest
seed length (9.3 ± 0.2 m). BUR 14 had the highest 100•seed
weight (16.7 ± 1.6 g) while ADC exhi ited the lowest 100•
seed weight (11.7 ± 0.8 g). Accessions BUR 14, BUR 16, and
BUR 7 had 0.14 ± 0.00 g/seed while ADC and OUA had
0.10 ± 0.00 g/seed as hydration capacities (Ta le 2).
3.2. Cooking Time of Kersting’s Groundnut Accessions.
Te texture of the selected Kersting’s groundnut accessions
varied across the accessions and according to the cooking
time (Figure 2). Accession BUR 7 had the lowest trend of
texture change in function of the cooking time, which means
that it had high texture than the other accessions. Te ac•
cessions BUR 16 following y BUR 14 had the highest trend
of texture change in function of the cooking time. At ninety
minutes cooking time, the texture of the accession BUR 16
was 6.27, which is higher than the accepta le texture (score
6) for consumption according to the panelists. Tese values
indicate that BUR 16 cooks in less than 90 minutes. Ac•
cessions BUR 7, ADC, OUA, and BUR 14 after eing cooked
for 90 minutes had texture scores of 4.33, 5.59, 5.58, and
5.40, respectively, values lower than 6. Using the linear
regression equation of texture for each accession as
a function of the cooking time (Ta le 1), the cooking times
needed for accessions BUR 16, BUR 14, ADC, OUA, and
BUR 7 to reach an accepta le texture for consumption (score
6) were 78.0, 100.5, 104.5, 105.3, and 124.0 minutes,
respectively.
3.3. Proximate Composition of Kersting’s Groundnut
Accessions. Tere was a signifcant diference among ac•
cessions for all proximate parameters (Ta le 3). Te protein
content ranged from 20.5 ± 0.2 g/100 g dw (ADC) to
22.0 ± 0.2 g/100 g dw (OUA). Accession BUR 16 had the
highest fat content (2.3 ± 0.0 g/100 g dw), and the accession
ADC had the lowest fat content (1.2 ± 0.0 g/100 g dw). Te
car ohydrate contents varied from 56.5 ± 0.0 g/100 g dw
(BUR 7) to 59.4 ± 0.1 g/100 g dw (BUR 14). Te accession
ADC had the highest dietary f er content (7.6 ± 0.4 g/100 g
dw) while OUA had the lowest dietary f er content
(4.3 ± 1.0 g/100 g dw). Te highest ash content was
3.9 ± 0.0 g/100 g dw for BUR 7 while the lowest ash content
was 3.1 ± 0.1 g/100 g dw for OUA.
3.4. Amino Acids Composition of Kersting’s Groundnut
Accessions. Amino acids composition varied signifcantly
among accessions (Ta le 4). Concentration of methionine
ranged etween 0.19 ± 0.00 and 0.41 ± 0.02 g/100 g dw of
protein. Concentrations of valine and histidine ranged e•
tween 0.92 ± 0.01–1.32 ± 0.03 g/100 g dw protein and
0.38 ± 0.01–0.64 ± 0.0103 g/100 g dw protein, respectively,
while phenylalanine varied etween 0.73 ± 0.02 and
1.91 ± 0.02 g/100 g dw protein. ADC had the highest leucine
content ut generally poor in other amino acids. BUR 7 had
the highest methionine and valine contents while OUA had
the highest lysine and phenylalanine contents. Overall, the
accession OUA had the est amino acid profle, ranking top
in 6 out of 8 essential amino acids analyzed. Across ac•
cessions leucine was in higher concentration (1.84 ± 0.02 g/
100 g dw of protein) followed y lysine (1.64 ± 0.02 g/100 g
dw of protein), while arginine had the lowest concentration
(0.24 ± 0.03 g/100 g dw of protein).
6
Journal of Food Quality
Table 1: Parameters of linear regression equations of the fve accessions texture according to the cooking time.
Accessions
BUR 16
BUR 14
BUR 7
ADC
OUA
Linear regression equations
y � 3.33571 + 0.03414 cooking time
y � 0.47000 + 0.05504 cooking time
y � −0.09143 + 0.04914 cooking time
y � 3.05143 + 0.02821 cooking time
y � 3.11714 + 0.02739 cooking time
Adjusted R•squared
0.9635
0.9931
0.9799
0.9873
0.9891
with y � Kersting’s groundnut seed texture.
Table 2: Physical characteristics of Kersting’s groundnut seeds.
Selected
accessions
ADC
OUA
BUR 14
BUR 16
BUR 7
Signifcance
levels
8.1 ± 0.1a
8.1 ± 0.3a
8.6 ± 0.3a
9.3 ± 0.2
8.2 ± 0.4a
Hundred
seed
weight
(g)
11.7 ± 0.8a
13.2 ± 0.4a
16.7 ± 1.6c
15.1 ± 0.7 c
15.4 ± 1.3 c
0.004
0.002
Width
(mm)
Tickness
(mm)
Length
(mm)
5.8 ± 0.1a
5.9 ± 0.1a
5.7 ± 0.4a
6.0 ± 0.2a
5.5 ± 0.3a
4.4 ± 0.5a
4.5 ± 0.5a
4.9 ± 0.0a
4.0 ± 0.0a
4.6 ± 0.5a
0.366
0.187
Hydration
capacity
(g/seed)
Hydration
index
67.3 ± 10.4a
69.5 ± 6.2a
78.6 ± 8.64a
71.8 ± 4.4a
68.3 ± 13.6a
Geometric
mean
diameter
(mm)
5.9 ± 0.3a
6.0 ± 0.1a
6.2 ± 0.2a
6.1 ± 0.1a
5.9 ± 0.4a
0.10 ± 0.00a
0.10 ± 0.00a
0.15 ± 0.01
0.14 ± 0.00
0.15 ± 0.00
0.82 ± 0.00a
0.83 ± 0.00a
0.96 ± 0.09a
0.96 ± 0.00a
1.01 ± 0.05a
0.594
0.542
0.003
0.038
Seed
volume
(mm3)
Te mean ± standard deviation is presented and values having diferent superscript letters in a given column are signifcantly diferent at 5% signifcance level.
9.00
8.30
8.18
Texture of cooked seed
8.00
7.95
7.33
7.15
7.00
6.84
6.27
6.00
7.20
7.10
6.77
6.37
6.15
7.10
6.99
5.87
6.43
5.59
5.65
5.00
5.32
4.82
4.33
4.00
85
95
105
115
125
135
145
155
Cooking time in minutes
ADC
OUA
BUR_7
BUR_14
BUR_16
Figure 2: Cooking time• and accession• ased changing trend of Kersting’s groundnut seed texture.
Table 3: Proximate composition of selected Kersting’s groundnut seed.
Selected accessions
ADC
OUA
BUR 14
BUR 16
BUR 7
Signifcance levels
Dry matter
(g/100 g)
88.9 ± 0.1a
88.7 ± 0.1a
88.9 ± 0.1a
88.9 ± 0.1a
89.2 ± 0.0
0.008
Ash
(g/100 g dw)
3.5 ± 0.0a
3.1 ± 0.1
3.6 ± 0.0a
3.5 ± 0.1a
3.9 ± 0.0c
0.001
Protein
(g/100 g dw)
20.5 ± 0.2a
22.0 ± 0.2
21.8 ± 0.2
21.2 ± 0.3 c
20.8 ± 0.4 ac
0.001
Fat
(g/100 g dw)
0.5 ± 0.0a
1.2 ± 0.0
0.4 ± 0.0c
2.3 ± 0.0d
1.1 ± 0.0e
<0.001
Car ohydrate
(g/100 g dw)
56.8 ± 0.0a
58.3 ± 0.0
59.4 ± 0.1c
56.9 ± 0.0a
56.5 ± 0.0d
<0.001
Dietary f er
(g/100 g dw)
7.6 ± 0.4a
4.3 ± 1.0 c
3.7 ± 0.2c
5.6 ± 1.3
7.2 ± 0.4a
0.001
Te mean ± standard deviation is presented and values having diferent superscript letters in a given column are signifcantly diferent at 5% signifcance level.
Journal of Food Quality
7
Table 4: Amino acids composition of Kersting’s groundnut seed (g) per 100 g protein dry weight.
Accessions
ADC
OUA
BUR 14
BUR 16
BUR 7
Signifcance
levels
Methionine
(g/100 g
dw)
0.19 ± 0.00a
0.41 ± 0.02
0.29 ± 0.00c
0.35 ± 0.00d
0.39 ± 0.03
Lysine
(g/100 g
dw)
0.36 ± 0.02a
1.64 ± 0.02
1.29 ± 0.03c
1.24 ± 0.02d
1.23 ± 0.03d
Valine
(g/100 g
dw)
0.92 ± 0.01a
1.30 ± 0.01
1.16 ± 0.02c
1.25 ± 0.03d
1.32 ± 0.03
Histidine
(g/100 g
dw)
0.38 ± 0.01a
0.56 ± 0.01
0.64 ± 0.01c
0.61 ± 0.00d
0.52 ± 0.01e
Phénylalanine
(g/100 g
dw)
0.73 ± 0.02a
1.09 ± 0.02
0.82 ± 0.03c
0.76 ± 0.00 a
0.87 ± 0.03d
Tryptophane
(g/100 g
dw)
0.63 ± 0.00a
0.82 ± 0.01
0.73 ± 0.01c
0.91 ± 0.02d
0.85 ± 0.02e
Leucine
(g/100 g
dw)
1.80 ± 0.04a
1.84 ± 0.02a
1.03 ± 0.01b
1.03 ± 0.01
1.21 ± 0.02c
Arginine
(g/100 g
dw)
0.12 ± 0.00a
0.24 ± 0.03
0.18 ± 0.03c
0.24 ± 0.03
0.17 ± 0.01c
<0.001
<0.001
<0.001
<0.001
<0.001
<0.001
<0.001
<0.001
Te mean ± standard deviation is presented and values having diferent superscript letters in a given column are signifcantly diferent at 5% signifcance level.
Table 5: p value of correlation matrices.
Width
Tickness
Length
100•seed
weight
Ash
Dry matter
Protein
Fat
CHO
Dietary f er
Cooking time
Width
Tickness
Length
0.203
0.395
0.361
0.581
0.545
0.382
0.134
0.116
0.627
0.339
0.895
0.610
0.061
0.724
0.827
0.587
0.085
0.241
0.561
0.261
0.883
0.979
0.853
0.188
0.993
0.667
0.077
100•seed
weight
0.401
0.526
0.530
0.845
0.506
0.404
0.911
3.5. Relationship between Kersting’s Groundnut Accessions,
Cooking Time, and Teir Physical and Nutritional Proprieties.
Tere was no signifcant correlation etween the cooking
time and the physical and nutritional composition of Ker•
sting’s groundnut seed at 5% (Ta le 5). Otherwise, at 10%
signifcance level, the cooking time was negatively correlated
with seed width and length. Although there were not sig•
nifcant, cooking time was also positively correlated with the
thickness, ash, dry matter, and dietary f er content of
Kersting’s groundnut and negatively correlated with its fat
and protein content (Ta le 6). Tese results indicate that
accessions with high thickness and high dietary f er content
could take longer to cook whereas the accessions with high
width, length, fat, and protein content could cook faster.
3.6. Acceptability of Selected Kersting’s Groundnut Accessions.
Tirty students aged of 28 ± 5.6 years old evaluated the ac•
cepta ility of Kersting’s groundnut seeds. Sixty percent were
man and forty percent were women. Tey are from six ethnic
groups mainly Fon, Idatcha, Nago, Mahi, Minan, and Adja.
In general, more than 50% of the panelists liked the ac•
cessions ADC, OUA, BUR 7, and BUR 14 for their texture,
aroma, color, and taste after cooking (Ta le 7). Texture after
cooking of the accession BUR 14 was the most appreciated
(76.7% of the panelists). Te texture after cooking of OUA
was appreciated y 63.3% of the panelists. Based on aroma
and taste, the accessions OUA and BUR 7 were the most
appreciated while color intensity of ADC (66.7%) and OUA
Ash
0.007
0.303
0.839
0.527
0.404
0.520
Dry
matter
0.259
0.953
0.357
0.290
0.389
Protein
Fat
CHO
0.947
0.074
0.008
0.731
0.487
1.000
0.305
0.034
0.847
Dietary
f er
0.574
(66.7%) appeared to e more appreciated than that of BUR
14 (63.3%) and BUR 7 (53.3%). Overall, up to 50% of the
panelist appreciated the accessions ADC, OUA, BUR 7, and
BUR 14 (Figure 3). BUR 7 was the most appreciated ac•
cession (70%) followed y OUA (66.7%), BUR 14 (60%), and
ADC (56.7%). Accession BUR 16 appeared the most dis•
liked. It was disliked y 46.7% of the panelists, 30% were
indiferent and only 23.3% liked it (Figure 3). Te lack seed
color appeared to e the main reason for its rejection (63%),
followed y the aroma (53.3%) and taste (40%).
4. Discussion
4.1. Physical Characteristics and Correlation with Nutritional
Composition and Cookability of the Seeds. Te width,
thickness, and length of the fve selected accessions varied
from 5.8 to 6.0 mm, 4.4 to 4.9 mm, and 8.1 to 9.3 mm, re•
spectively. Tese values are within the range reported on 297
accessions of Kersting’s groundnut y Akohoue et al. [37].
Te authors found that the width, thickness, and length of
the accessions varied from 4.7 to 8.80 mm, 3.5 to 6.23 mm,
and 6.9 to 9.3 mm, respectively. Otherwise, the 100•seed
weight of the fve selected accessions ranged from 11.7 to
16.7 g while the seed grains found y the aforementioned
authors ranged etween 7.10 and 16.3 g. Te seed weight of
the accessions used in the present study especially BUR_14 is
much heavier than that investigated y Akohoue et al. [37].
It comes out that the physical characteristics mainly width
and thickness, length, and 100•seed weight of these selected
8
Journal of Food Quality
Table 6: Correlation matrices etween Kersting’s groundnut physical characteristics and proximate composition.
Width
Tickness
Length
100•seed
weight
Ash
Dry matter
Protein
Fat
Car ohydrates
Dietary f er
Cooking time
Width
Tickness
Length
1.00
−0.68
0.50
1.00
−0.53
1.00
100•seed
weight
−0.34
0.37
0.51
1.00
−0.76
−0.78
0.30
0.55
0.08
−0.31
−0.86
0.22
0.14
0.33
−0.83
0.64
−0.35
0.62
0.09
−0.02
0.12
0.70
−0.01
−0.26
−0.84
0.49
0.38
0.38
0.12
0.40
−0.49
−0.07
Dry
matter
Ash
1.00
0.97
−0.58
−0.13
−0.38
0.49
0.39
Protein
Fat
Car ohydrates
1.00
0.04
0.84
−0.97
−0.21
1.00
−0.41
0.00
−0.58
1.00
−0.91
−0.12
1.00
−0.63
−0.04
−0.53
0.59
0.50
Dietary
f er
1.00
0.34
Table 7: Accepta ility level of cooked Kersting’s groundnut accessions.
Sensorial attri utes
Accepta ility levels
Disliked
Neither liked nor disliked
Liked
Disliked
Neither liked nor disliked
Liked
Disliked
Neither liked nor disliked
Liked
Disliked
Neither liked nor disliked
Liked
Texture
Kersting’s groundnut aroma
Color intensity
Taste
ADC
33.3
16.7
50.0
13.3
23.3
63.3
13.3
20.0
66.7
16.7
23.3
60.0
OUA
3.3
33.3
63.3
0.0
20.0
80.0
0.0
33.3
66.7
3.3
23.3
73.3
BUR 7
3.3
40.0
56.7
3.3
30.0
66.7
16.7
30.0
53.3
10.0
16.7
73.3
BUR 14
6.7
16.7
76.7
10.0
26.7
63.3
10.0
26.7
63.3
6.7
33.3
60.0
BUR 16
36.7
23.3
40.0
53.3
20.0
20.0
63.3
20.0
16.7
40.0
30.0
30.0
Te results are presented as proportion (%) of panelists who like, neither liked nor disliked, or disliked. Liked: Proportion of panelists who liked
extremely + liked very much + liked. Disliked: Proportion of panelists who disliked extremely + disliked very much + disliked.
80.0
70.0
Overall acceptability
66.7
60.0
56.7
60.0
46.7
40.0
30.0
26.7
20.0
30.0
23.3
20.0
16.7
10.0
30.0
10.0
3.3
0.0
ADC
OUA
BUR 7
BUR 14
Kersting’s groundnut accessions
BUR 16
Disliked
Neither liked nor disliked
Liked
Figure 3: Overall accepta ility of Kersting’s groundnut accessions. Legend: Liked: proportion of panelists who liked extremely + liked very
much + liked. Disliked: proportion of panelists who disliked extremely + disliked very much + disliked.
Journal of Food Quality
accessions are similar to those already consumed across
climatic areas of Benin and Togo. Consequently, the physical
characteristics will not e a challenge for the accepta ility of
these accessions.
Even though there was no signifcant correlation e•
tween the physical characteristic, proximate composition,
and cooka ility of the accessions at 5%, some results are in
line with the studies of Kaur et al. [38] and Singh et al. [39].
Accession BUR_14 had the highest seed volume, indicating
that it has a higher car ohydrate content and lowest dietary
f er content correlation also reported y Kaur et al. [38].
Car ohydrate content of seed is negatively correlated with
protein, dietary f er, and fat content, and this is consistent
with results reported y Singh et al. [39]. Tickness is
positively correlated with cooking time, indicating that
thicker grains require a longer cooking time. Similar results
were found y Erkskine et al. [40]. In opposite, accession
BUR_7 which had the highest hydration capacity (0.15 g/
seed) and hydration index (1.01) should have a higher
permea ility of the seed coat and softer cotyledons than
lower cooking time [39]. Tese results mean that they may
have a strong correlation etween physical characteristics,
proximate composition, and cooka ility of Kersting’s
groundnut. However, correlation was not signifcant in
this study.
4.2. Nutritional Potential of Kersting’s Groundnut Accessions
and Implication for Teir Promotion. Te protein content
found in the present study ranged from 20.5 ± 0.2 to
22.0 ± 0.2 g/100 g dw. Tese values are consistent with o •
servations made y Ajayi and Oyetayo [12] and Adu•gyamf
et al. [13]. However, the accessions used in our study exhi it
higher protein content than those analyzed y A iola and
Oyetayo, [41]. As for car ohydrate contents, they ranged
etween 56.5 ± 0.0 to 59.4 ± 0.1 g/100 g dw, values that are
higher than those o served y Adu•gyamf et al. [13] which
is 49.6 g/100 g dw and lower than those of Ajayi and Oyetayo
[12], 61.53–73.3 g/100 g dw. Tese discrepancies could e
explained y the genetic ackground of each accession and
the environmental conditions where they were grown
[42–45]. However, taking into account protein and car o•
hydrate contents of the fve Kersting’s groundnut accessions,
they can e consumed as alternative legume protein sources
as cowpea grains which have similar protein and car ohy•
drate contents (22.2 g/100 g and 59.3 ± 2.3 g/100 g, re•
spectively) [46]. Protein content of these Kersting’s
groundnut accessions can e used to enhance the protein
content of the diet to address the protein malnutrition that
remains a challenge in rural areas among the low•income
groups [47]. Terefore, the production of these accessions
could e promoted in the areas where the population cannot
aford the animal protein source.
Similar to organisms that have diferent amino acids,
Kersting’s groundnuts have several amino acids arranged in
diferent sequence and com inations. Of the 20 amino acids
that are the asic components of the ody’s proteins, ten are
considered to e essential, as they cannot e synthesized
endogenously via meta olic pathways and thus must e
9
provided y dietary sources [48]. Eight of these essential
amino acids were analyzed and found in the accessions used
in the present study (arginine, histidine, leucine, lysine,
methionine, tryptophan, phenylalanine, and valine). Tese
essential amino acids have a growing interest in the medical
feld for use in preventing or even treating chronic meta olic
disorders [49]. Te accession OUA had the highest amino
acid contents compared to other accessions. Te amino acid
contents of the fve accessions were lower than those found
in Kersting’s groundnut accessions y Adu•gyamf et al. [13].
Tese amino acid contents were lower than the required
amount for legume (in g/100 g protein 5.0 for valine, 7.0 for
leucine, 5.5 for lysine, and 1.0 for tryptophan) according to
data reported y Hussain and Basahy [50]. Overall, the
accession OUA had higher protein content and amino acid
profle compared to the other accessions and therefore could
e promoted as alternative nutritious accessions. However,
further reeding eforts are needed to improve the nutri•
tional value of this accession. However, the nutritional value
of legumes grains is not only the key parameter in term of
plant reeding; their technological is also of interest.
Cooking is the most widely used processing method for
legumes. In this process, the legume seeds are oiled in hot
water until they ecome soft. Tis improves protein and
amino acid digesti ility [51]; it causes considera le losses of
them and modifes the starch structure of legume. Protein
and amino acid solu ilities signifcantly decreased (up to
50%) during cooking due to thermal modifcation and loss of
solu le fractions in the cooking water [52]. Future studies
are needed to access the efective protein and amino acid
contents of accessions as consumed y consumers for their
etter selection. Moreover, cooking legume seeds causes
a signifcant decrease in resistant starch (RS) ( y 61–71%)
and slowly digesti le starch (SDS) ( y 56–84%) [53] and this
reduction increases with cooking time. RS in the diet has
een shown to exert positive efects on a human ody as it
stimulates the growth of enefcial microfora and reduces
postprandial lood level of glucose and lood level of
cholesterol [54]. Te SDS is used for the treatment of type II
dia etes ecause it afects the sensation of satiety through the
meta olic response, namely, the postprandial low level of
glucose and insulin in lood [55]. Terefore, the decrease in
SR and SDS may have an impact on consumer’s health, and
the phenomenon is strongly correlated with the amylose
content of legumes [56]. It will e important to conduct
future studies in order to investigate the starch quality of the
accessions. Furthermore, since the solids reduction of le•
gumes increases with cooking time and a long cooking time
is a limitation for legume selection, their cooka ility appears
important.
4.3. Cookability of Kersting’s Groundnut Accessions.
Cooking time is an important and key quality parameter in
food legumes. First, the cooking softens the grains and fa•
cilitates palata ility, increases protein digesti ility and
ioavaila ility in grain legumes, and destroys antinutritional
factors [57]. Te cooking time varied across accessions, and
the lowest and highest cooking times recorded were 78.0 and
10
124.0 minutes for the accessions BUR 16 and BUR 7,
respectively. However, to the est of our knowledge, only
one study assessed the cooking time of Kersting’s
groundnut [58]. Tis study reported that the cream
Kersting’s groundnut seed usually consumed in Benin has
a cooking time of 392.25 ± 18.82 minutes using similar
cooking equipment. Comparing this value with the range
of 78–124 minutes found in this study, it turns out that the
accessions used in the present study have shorter cooking
times and pro a ly could e more accepta le y the
consumers. Accordingly, using BUR 16, BUR 14, ADC,
OUA, and BUR 7 accessions, consumers will reduce their
usual cooking time y 80.11%, 74.38%, 73.36%, 73.15%,
and 68.38%, respectively. In addition, these cooking times
are lower than the cooking time of am ara groundnuts
(3•4 hours) and cowpea ean (2.4 hours) reported y
Mu aiwa et al. [59], two commonly consumed legumes in
Africa. Although cooking improves the nutritional quality
of the legume seed, prolonged cooking results in a de•
crease in protein quality and digesti ility and loss of
nutrients such as vitamins and minerals [60, 61]. Tere•
fore, a short cooking time is then desira le as it preserves
the protein quality and digesti ility of nutrients ut also
reduces energy used in cooking and saves la or cost [42].
In this context, soft cooking cultivars of Kersting’s
groundnut could make them prefera le y the consumers.
Otherwise, the cooking time has a negative correlation
with their width, length, fat, and protein content. Tus,
Kersting’s groundnut accessions with high width and
length (accessions BUR 16 and BUR 14) and fat and
protein content (accessions OUA and BUR 16) could e
interesting in the case of cooking time reduction. Ac•
cordingly, a out the modern trend towards convenience
foods with reduced cooking time [42], these accessions
BUR 16 and BUR 14 could e interesting for their high
length and width while the accession OUA and BUR 16
could e interesting for their protein and fat content. Tis
result indicates that the lack Kersting’s groundnut seed
(BUR 16) would e the frst preference of consumers, as it
would involve lesser fuel and time consumption. Nev•
ertheless, these correlations are not signifcant and need to
e investigated y future studies ecause cooking time is
not the only parameter, which makes the product ac•
cepta le to consumers.
4.4. Acceptability of Kersting’s Groundnut Accessions. Te
accession BUR 16 suggested as the est in terms of cooking
time has recorded the lowest overall accepta ility. Tis result
is due to its lack color disliked y 63% of the panelists.
Assog a et al. [6] found that the color after cooking is the
most sensitive sensorial attri ute that infuences Kersting’s
groundnut accepta ility. Color plays a major role in the
initial accepta ility of a product [62, 63]. According to
Bar ut [64], the visual appearance and color are important
factors in consumer selection of food, and if the color does
not meet expectations, they react negatively to the product.
Consequently, Kersting’s groundnut lack•seeded landraces
Journal of Food Quality
are scare and produced only y a few households particularly
for its contri ution to dietary diversity and medicinal
purposes, and it is used for cultural rituals [10]. Apart from
the color of accession BUR 16 that was much disliked, its
texture, aroma, and taste were also disliked y the panelists.
Tis result underlined that the BUR 16 color infuences
negatively the accepta ility of other sensorial attri utes [6].
In this study, we recommend a paradigm change, toward
research of new processing schemes for the lack and red
Kersting’s accessions, in order to optimize their consump•
tion while reducing on refusal due to color and aroma.
Otherwise, the accessions OUA and BUR 7 were the most
accepted due certainly to their taste, liked y up to 70% of the
panelists and aroma liked y up to 60% of the panelists,
which are important infuential attri utes for food accept•
a ility [65]. In addition, according to the panelists, the
accession OUA has similar characteristics with the local
Kersting’s groundnut usually consumed while the accession
BUR 7 is very similar to cowpea grain especially due to it
lack eyes. Tere y, the consumers could promote the ac•
cessions OUA and BUR 7 for crops production as they have
the est accepta ility. Nevertheless, given that Kersting’s
groundnut got much higher market value than cowpea, it
would e useful for reeding eforts to give priority to va•
rieties with cream seed coat without lack eyes, as these later
would e seen as cowpea and thus would fail to fetch
true price.
5. Conclusion and Perspectives
Te present study explored physical, nutritional, and or•
ganoleptic characteristics of fve selected Kersting’s
groundnut accessions. Te cooking time of these accessions
was lower than the cooking time of the cream Kersting’s
groundnut seed usually consumed in Benin and the ac•
cessions BUR 16 and BUR 14 recorded the lowest cooking
time. Te accessions BUR 7 and OUA recorded the est
accepta ility level. It is worth noting that the accessions BUR
16 and BUR 14, which recorded the short cooking times,
were not the most accepted pro a ly due to their color. Te
accession OUA could e promoted for production ased on
its higher protein content, est amino acid profles, its
medium cooking time, and good accepta ility level. How•
ever, further studies need to e conducted on the im•
provement of protein content especially the amino acid
profles as well as the profling of their antinutritional
composition.
Appendix
Ta le 1 presents the linear regression equations for the
fve accessions’ textures according to cooking time. Te
normality of the model was determined and all these
equation’ residuals were normally distri uted (p˃0.05). In
addition, all the adjusted R•squared were higher than
95%, indicating that these equations explain more than
95% of the varia ility in Kersting’s groundnut seed
texture.
Journal of Food Quality
Data Availability
Te dataset used to support the fndings of this article are
availa le upon request from the corresponding author.
Conflicts of Interest
Te authors declare that they have no conficts of interest.
Acknowledgments
Tis work was supported y the Netherlands Organization for
Scientifc Research (NWO•WOTRO) (grant no. W08.270.344).
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