Peanut (Arachis hypogaea L.) is an important nutrient-rich food legume and valued for its good quality cooking oil. The fatty acid content is the major determinant of the quality of the edible oil. The oils containing higher monounsaturated fatty acid are preferred for improved shelf life and potential health benefits. Therefore, a high oleic/linoleic fatty acid ratio is the target trait in an advanced breeding program. The two mutant alleles, ahFAD2A (on linkage group a09) and ahFAD2B (on linkage group b09) control fatty acid composition for higher oleic/linoleic ratio in peanut. In the present study, marker-assisted backcrossing was employed for the introgression of two FAD2 mutant alleles from SunOleic95R into the chromosome of ICGV06100, a high oil content peanut breeding line. In the marker-assisted backcrossing-introgression lines, a 97% increase in oleic acid, and a 92% reduction in linoleic acid content was observed in comparison to the recurrent parent. Besides, the oleic/linoleic ratio was increased to 25 with respect to the recurrent parent, which was only 1.2. The most significant outcome was the stable expression of oil-content, oleic acid, linoleic acid, and palmitic acid in the marker-assisted backcrossing-introgression lines over the locations. No significant difference was observed between high oleic and normal oleic in peanuts for seedling traits except germination percentage. In addition, marker-assisted backcrossing-introgression lines exhibited higher yield and resistance to foliar fungal diseases, i.e., late leaf spot and rust.
Peanut (Arachis hypogaea L.) is an important nutrient-rich food legume and valued for its good quality cooking oil. The fatty acid content is the major determinant of the quality of the edible oil. The oils containing higher monounsaturated fatty acid are preferred for improved shelf life and potential health benefits. Therefore, a high oleic/linoleic fatty acid ratio is the target trait in an advanced breeding program. The two mutant alleles, ahFAD2A (on linkage group a09) and ahFAD2B (on linkage group b09) control fatty acid composition for higher oleic/linoleic ratio in peanut. In the present study, marker-assisted backcrossing was employed for the introgression of two FAD2 mutant alleles from SunOleic95R into the chromosome of ICGV06100, a high oil content peanut breeding line. In the marker-assisted backcrossing-introgression lines, a 97% increase in oleic acid, and a 92% reduction in linoleic acid content was observed in comparison to the recurrent parent. Besides, the oleic/linoleic ratio was increased to 25 with respect to the recurrent parent, which was only 1.2. The most significant outcome was the stable expression of oil-content, oleic acid, linoleic acid, and palmitic acid in the marker-assisted backcrossing-introgression lines over the locations. No significant difference was observed between high oleic and normal oleic in peanuts for seedling traits except germination percentage. In addition, marker-assisted backcrossing-introgression lines exhibited higher yield and resistance to foliar fungal diseases, i.e., late leaf spot and rust.
Peanut or groundnut (Arachis hypogaea L.) is one of the world’s most
important legumes for its valuable edible oil and protein content. It is a major
cash crop and plays an essential role in the livelihood of millions, especially in
semi-arid tropics. It is cultivated globally in around 27.94 million ha with a total
production of 47.09 million tons [1]. China, India, Nigeria, and the United States of America are the
leading groundnut producers that account for ~70% of the global peanut production.
Peanut is traditionally used for the extraction of oil for edible as well as
industrial purposes but the quality attributes vary with geographical region. In
China, India, and other Asian countries, half of the produce is crushed for oil
extraction and the rest is being used for confectionary and food purposes. While in
the USA and other European countries more than two-thirds of peanut production are
used for confectionary and food purposes and remaining one-third is used in the
extraction of oil. Low oil content peanuts are preferred for table purposes and
other food preparations of low caloric value.Different proportions of saturated fatty acids (SFAs), monounsaturated fatty acids
(MUFA) and polyunsaturated fatty acids (PUFA) determine the nutritional quality,
shelf life, and flavor of peanutoilas well as its products. The peanutoil
contains 80% unsaturated fatty acids (UFAs), mainly oleic (MUFA), and linoleic
(PUFA) acids, whereas the remaining 20% SFAs comprises of palmitic, stearic,
arachidic, behenic and lignoceric acid. Palmitic acid alone contributes half of the
total SFAs while the rest five make up the remaining 50% [2]. SFAs are considered to increase serum
low-density lipoproteins cholesterol level in the blood [3]. An elevated level of palmitic acid in the
oil also increases the risk of cardiovascular diseases (CVD) [4]. A higher proportion of linoleic acid
results in off flavors, rancidity, the short shelf life of oil and its derived
products, which makes it undesirable for cooking purpose [5]. From a nutritional point of view, MUFA have
been desirable in lowering plasma cholesterol levels and reduced risk of CVD [6, 7]. Therefore, a diet with high oleic (HO) acid
can reduce the risk of heart diseases, inflammatory diseases tumorigenesis, and slow
down atherosclerosis [8,
9]. In addition, oleic
acid has ten-fold higher auto-oxidative stability than linoleic acid [10]. Therefore, there is a
greater demand for the improved lines with higher oleic/linoleic (O/L) ratio in the
peanutoil.In peanut, fatty acid desaturase enzyme catalyzes desaturation of oleic to linoleic
acid. [11, 12]. It is controlled by two
homeologous genes ahFAD2A and ahFAD2B, located on
A-genome (linkage group a09) and in B-genome (linkage group b09), respectively
[13,14]. Mutations in ahFAD2A and
ahFAD2B genes results in reduced fatty acid desaturase enzyme
activity that leads to higher accumulation of oleic acid [13,15]. A single base pair (bp) substitution
mutation (G:C to A:T) in ahFAD2A gene at 448 bp position results in
a missense amino acid from aspartic acid to asparagine (D150N). While, an insertion
mutation in A:T of ahFAD2B gene at 442 bp position generates
premature stop codon [11,
12]. Thus the two mutant
fatty acid desaturase alleles stop the conversion of oleic acid to linoleic acid in
peanut [16, 17, 18]. Improved breeding lines with HO and lower
linoleic and palmitic acids in peanutoil are essential to make peanut of superior
quality. Norden et al., [19] first identified F435 as a natural peanut
mutant line with approximately 80% oleic acid and 2% linoleic acid. Later on, the
first ever HOpeanut breeding line, SunOleic95R, was produced with the help of
conventional breeding method in the USA [16]. Chen et al., [20] and Chu et
al., [13]
developed linked allele specific-polymerase chain reaction (AS-PCR) and cleaved
amplified polymorphic sequence (CAPS) markers, respectively for both of the
ahFAD2 alleles. The development of the associated markers in
peanut helped in the improvement of ‘Tifguard High O/L’ variety in the USA through
marker-assisted backcrossing (MABC) [21]. Recently, Janila et al., [22] introgressed ahFAD2
alleles from SunOleic95R into the elite breeding lines using MABC and
marker-assisted selection (MAS) at ICRISAT, Patancheru, India. Further, Bera
et al., [23] developed HOpeanut lines through MAS at ICAR-Directorate of
Groundnut Research, Junagadh, India. Most of these molecular breeding lines are
under examination in All India Coordinated Research Project on Groundnut (AICRP-G)
and, recently, Girnar 4 and Girnar 5 genotypes have been identified for release in
India.Peanut is grown in both rainy and post-rainy (as winter and summer crop) seasons
across different states of India, varying largely in climatic and edaphic
conditions. The chemical composition of peanutoil is influenced by several factors
like genotype, geographic location, season, soil humidity, temperature and growing
conditions [24, 25,26]. In general, lower temperature (22˗29°C) is
associated with more linoleic acid synthesis due to increased activity of oleate
desaturase enzyme [27, 28] and high temperature
(30˗33°C) during pod filling to harvesting stage reduces the linoleic acid content
in peanutoil [29, 30, 31]. Li et al., [32] also reported that season
and temperature had a significant influence on fatty acid content in Brassica crops.
Flagella et al., [33] reported a reduction in oleic and stearic acid while an increase in
linoleic and palmitic acid in sunflower under
irrigated cultivation. Furthermore, healthy and vigorous seedlings are one of the
important criteria for making HOpeanut cultivation profitable. The chemical
composition of seed reserve might affect its germination and seedling vigor as seed
reserve content is correlated with germination percentage [34]. In oilseeds, the major storage reservoir
is lipid that provides essential energy to the growing embryo and thus affects seed
germination. The alterations in seed lipid affect membrane lipid composition in
respect to membrane function and permeability, which affects germination, vigor, and
tolerance to environmental stress [35]. In peanut, germination percentage decreases with increase in O/L
and unsaturated/saturated fatty acid ratios especially at lower (16°C and 14°C)
temperatures [36]. Sun
et al., [35] found that seed vigor of high oleate lines was lower as compared
with the lines with normal oleic content in peanut. Upadhyaya et
al., [37] reported a
poor yield of ICG-2381, a groundnut accession with high O/L ratio.Considering the demand of peanut with HO both in domestic and international markets,
the present study was undertaken with three objectives: i) introgression of
ahFAD2 alleles into the higher oil content peanut variety
through MABC; ii) multi-location testing of MABC derived HOpeanut lines over the
two seasons for yield and impact of locations and seasons on the oil quality and oil
content iii) determining the effect of HO trait on seed germination and other
seedling traits.
Materials and methods
Plant material
For improving the oil quality, ICGV06100 was used as female/recurrent and
SunOleic95Ras male/donor parents for MABC breeding program. ICGV06100 is a high
yielding and high oil containing (~55%) peanut line but with lower oleic acid
(~39.3%), developed by ICRISAT, Patancheru, India (ICRISAT, 2012; unpublished).
It is a Virginia bunch (semi-spreading) cultivar derived from the cross
[(ICGV92069 × ICGV93184) × (NCAc-343 × ICGV86187) × S23]. SunOleic95R, having
both ahFAD2 mutant homozygous alleles with HO (~80%) but lower
yield and oil contents (~45%) was used as a male/donor parent. It was developed
by Florida Experimental Agriculture Station, USA, from the mutant line F435
[16].Under the second objective, MABC lines were tested for pod yield in multiple
seasons and locations. Initial yield evaluation of MABC lines along with elite
cultivars (Abhaya, CO-6, GG-20, ICGS-1043, GPBD-4, JL-24, TMV-2, VRI-6, K-6,
TAG-24, GJG-31, and TG-37A) was done at a single location over two seasons.
Subsequently, advanced yield evaluation of MABC lines together with other
breeding lines and elite cultivars was done at three different locations.
Besides fatty acids profile, oil and protein contents of MABC lines, SunOleic95R
and ICGV06100 were also estimated at three locations.For the accomplishment of the third objective, two separate panels of peanut
genotypes were studied for seed and seedling traits. The first panel consisted
of normal oleic acidpeanut genotypes (GG-20, ICGV06100, ICGV05141, and
ICGV06110), while the second panel had HOpeanut genotypes (NRCGCS-587,
HOP-IL_MAS-191, HOP-IL_MAS-145and
HOP-IL_MAS-130) [22, 23, 38].
Molecular markers
Two types of DNA-markers linked to ahFAD2 mutant alleles were
used for genotyping. The allele specific-polymerase chain reaction (AS-PCR)
markers [20] were used to
identify heterozygous plants for the mutant alleles. The cleaved amplified
polymorphic sequence (CAPS) markers [13] were deployed to select homozygous
plants for both the ahFAD2 alleles.
DNA extraction and marker genotyping
The DNA was extracted from tender fresh leaves of 10 to 15 days old field-grown
seedlings using modified cetyltrimethylammonium bromide (CTAB) extraction method
[39]. The quality and
quantity of DNA were checked [25] and genotyping of the target population was done using AS-PCR
and CAPS markers. The primer combination, F435-F and F435SUB-R, amplified 203bp
fragment for the mutant allele (substitution from G:C→A:T,
ahFAD2A) in the A-genome, while the primer combination,
F435-F and F435INS-R amplified 195bp fragment for the mutant allele (A:T
insertion, ahFAD2B) in the B-genome (Fig 1). In case of wild type
ahFAD2A allele, the 826bp fragment was digested to 598bp
and 228bp, while the mutant genotypes had the 826bp fragment intact. For
B-genome, 2.0U of restriction enzyme Hpy188I (New England Biolabs, UK) was used
for digestion of 10μl of PCR amplicon for about 16 hours at 37°C. The wild type
ahFAD2B allele of 1214bp with five restriction sites
cleaved into five fragments i.e., 736, 263, 171, 32 and 12bp.While the mutant
allele had one additional restriction site in the 736bp fragment which was
further cleaved into 550 and 213bp (all together six restriction sites in mutant
instead of five in wild type) [23, 25].
Fig 1
AS-PCR assay, (a) Amplification of ahFAD2A mutant
allele-specific 203 bp amplification in 1 to 5 F1 plants; (b)
ahFAD2B mutant allele-specific 195 bp in3 to 4
while absent in 1 and 2 F1 plants; where SUN: SunOleic95R,
M:100bp DNA ladder.
AS-PCR assay, (a) Amplification of ahFAD2A mutant
allele-specific 203 bp amplification in 1 to 5 F1 plants; (b)
ahFAD2B mutant allele-specific 195 bp in3 to 4
while absent in 1 and 2 F1 plants; where SUN: SunOleic95R,
M:100bp DNA ladder.
Estimation of background genome recovery and linkage drag
Eighty polymorphic single sequence repeats (SSRs) from 20 linkage groups
(preferably two from each arm of a linkage group) were deployed to determine
recurrent parent genome recovery in MABC lines [40, 41]. Furthermore, recurrent parent and MABC
lines were assessed based on the passport data. Subsequently, the desirable
recombinant plants possessing the smallest size of introgressed segments with
minimum linkage drag among MABC lines were identified. For the analysis,
additional 10 SSRs, selected from the ~20cM genomic region on either side of
ahFAD2 loci from both a09 and b09 linkage groups, were used
(S1
Table).
Hybridization and development of MABC lines
Hybridization was done at ICRISAT, Patancheru, India in 2011 during the rainy
season. The crossed seeds were planted at ICAR-DGR, Junagadh in post-rainy
season in the same year. F1s were genotyped with linked
allele-specific markers to identify true F1 plants and plants
heterozygous for ahFAD2 alleles were used for backcrossing. The
BC1F1 plants were planted in 2012 rainy season and
were genotyped with allele-specific markers to identify heterozygous plants at
both the loci. Backcrossing and genotyping with AS-PCR markers were continued
until the development of BC3F1 generation. The
BC3F1 seeds were planted in 2013 rainy season and
plants having ahFAD2 alleles were advanced to
BC3F2 generation. The BC3F2
seeds were planted in 2013 post-rainy season and plants were genotyped with CAPS
marker to identify plants with both the homozygous mutant loci. The
BC3F2–3 plants homozygous for ahFAD2
alleles were advanced to BC3F3–4 in 2014 rainy season.
Phenotyping for oil content and fatty acid composition was done in
BC3F3–4progeny. Finally, introgression lines (ILs)
were selected based on oleic acid content and was coded as MABC introgression
lines (MABC-ILs).
Yield evaluation of MABC-ILs lines
The initial yield evaluation of MABC lines along with elite peanut cultivars was
done in 2014 post rainy and 2015 rainy seasons. In both the seasons, genotypes
were planted in a randomized block design (RBD) with three replications. The
advanced yield evaluation of MABC-ILs along with other breeding lines and elite
cultivars was carried out at three different states, namely Gujarat, Telangana,
and Andhra Pradesh in both 2016 rainy and 2016 post-rainy seasons. The crops
were sown in RBD with two replications. Each genotype was planted on four-meter
beds in four lines. Recommended crop management practices were followed for
raising a healthy crop. Pod yield per plot (7.2 m2) was recorded
during the harvest on maturity of crop (111–115) days after sowing.
Biochemical analysis for oil content and fatty acid profile
The harvested mature kernels were subjected to oil and fatty acid analysis using
Gas chromatograph (model number GC-700, Thermo Fisher, USA) [42] with flame ionization
detector (FID) [23].
Seed and seedling traits
The matured kernels harvested from the plants of rainy season 2018 were subjected
to the analysis. The pods harvested in the first week of October 2018 were sown
in the third week of February 2019. The experiment followed RBD and was
conducted in a BOD incubator (San-134, Sanco) under controlled temperature (32
±2°C), humidity (70 ±5%), and cooled LED lights for 24 h. Each genotype was sown
in five replications with 20 kernels per replication in randomized complete
block design (RCBD). Ten kernels were sown in a UV protected 7×8 inch
black-color plastic plant nursery bags, filed with normal soil (~2.3kg). Thus,
two plastic plant nursery bags constituted single replication. The kernels were
treated with Bavistin® (2 g per kg of kernels) prior to sowing. After
sowing, watering was done until saturation of the polythene bags and kept in BOD
for 15 days. Regular watering was maintained on every alternate day. Plastic
bags were removed carefully after 15 days so that there was no damage to the
root system. The individual plant was collected replication wise from each
genotype after thorough washing (Fig 2). Observations on the rate of germination, shoot length, root
length, shoot fresh weight, root fresh weight, plant dry weight, root dry
weight, and vigor index were recorded. The rate of germination was calculated
using the formula: Germination (%) = (number of seeds germinated/total number of
seeds sown) × 100. Vigor index was calculated using the formula: Vigor Index =
(Seedling dry weight× germination %) /100 [43].
Fig 2
Groundnut genotypes grown in BOD; a) Plants grown in polythene bags, b)
Plants uprooted for recording observations on seedling traits.
Groundnut genotypes grown in BOD; a) Plants grown in polythene bags, b)
Plants uprooted for recording observations on seedling traits.
Characterization of genotype
The passport data of MABC-ILs and recurrent parent were recorded on the basis of
16 qualitative and 17 quantitative traits, along with 6 special features,
following peanut-descriptor [44] from five plant samples collected from the field at vegetative,
reproductive, and harvesting stages.
Statistical analysis
Recurrent parent genome (RPG) recovery was analyzed using the formula: “RPG% =
[{2 (R) + (H)}/2N] × 100” [45]; where “R” is the number of loci homozygous for recurrent parent
allele; “H” is the number of loci still remaining heterozygous, and “N” is the
total number of polymorphic markers used in the background analysis. The
stability analysis for the pod yield was performed using AMMI ANOVA and GGE
biplot models using R package [46]. A t-test was applied to assess the mean difference between oil,
protein, moisture, oleic acid, linoleic acid, and palmitic acid contents among
the MABC-ILs and parents. The significant differences between the mean values
were determined by Duncan’s multiple range test (DMRT) (Duncan 1955) at a P ≤
0.05 using CropStat version 7.2 [47]. Significant differences if any, between genotypes were compared
using ANOVA.
Results
Development of advanced ILs through MABC
The crossed seeds received from ICRISAT, Patancheru, were planted at ICAR-DGR,
Junagadh and resulted in 15 F1 plants. Eight plants were identified
as true hybrids carrying both the mutant aFAD2 alleles. These
eight F1 plants were used as pollen parents to make the first
backcross with the recurrent parent. Out of 28 BC1F1
plants, six plants were found to carry both the ahFAD2 alleles
in a heterozygous condition. Second backcrossing resulted in 32
BC2F1 plants and both the mutant alleles were found in
nine plants. Third backcrossing resulted in 37 BC3F1
plants, among which six plants carried the ahFAD2 alleles.
These six BC3F1 plants were selfed and 67
BC3F2 seeds were harvested and sown in the next
season. BC3F2 plants were genotyped with the AS-PCR and
CAPS markers, and three plants were finally identified as homozygous for both
the ahFAD2 alleles (Fig 3). Subsequently, the fatty acid analysis
confirmed single MABC-IL with ~80% oleic acid (which was later coded as
NRCGCS-587).
Fig 3
CAPS assay; (a) Heterozygous and homozygous plants for
ahFAD2A mutant allele; (b) Heterozygous and
homozygous plants for ahFAD2B mutant allele; where M:
100bp DNA ladder, 1–6: MABC-ILs, P1: ICGV06100, P2: SunOleic95R, C:
Control, ‘AA, BB’: homozygous wild alleles, ‘Aa, Bb’: heterozygous
alleles and ‘aa, bb’: indicates homozygous mutant alleles.
CAPS assay; (a) Heterozygous and homozygous plants for
ahFAD2A mutant allele; (b) Heterozygous and
homozygous plants for ahFAD2B mutant allele; where M:
100bp DNA ladder, 1–6: MABC-ILs, P1: ICGV06100, P2: SunOleic95R, C:
Control, ‘AA, BB’: homozygous wild alleles, ‘Aa, Bb’: heterozygous
alleles and ‘aa, bb’: indicates homozygous mutant alleles.
Recurrent parent genome recovery and linkage drag
Eighty SSRs were polymorphic between the recurrent parents and NRCGCS-587.
Homozygosity was found with 73 SSRs in NRCGCS-587 indicating 91.87% recurrent
parent genome (RPG) recoveries. However, a genomic segment carrying the
ahFAD2 alleles was present in NRCGCS-587. Out of the 10
polymorphic SSRs tested between SunOleic 95R and NRCGCS-587, nine SSRs were
amplified only in NRCGCS-587 and not amplified in SunOleic 95R (S1 Table)
indicating a linkage drag of additional segments away from the
ahFAD2A and ahFAD2B alleles. Therefore,
introgression of additional genomic regions in NRCGCS-587 resulted in some
linkage drag but it showed no decrease in high oleic content.
Fatty acid profile analysis and estimation of oil content in MABC-IL
(NRCGCS-587) and parents
Fatty acid profile analysis of NRCGCS-587 with its parents was done in two
seasons (S2
Table). In 2014 post-rainy season plantations, oleic acid and
linoleic acid contents in NRCGCS-587 were recorded as 78.8% and 4.0%,
respectively. Whereas the same were 42.0% and 35.0% in the recurrent parent,
respectively, and as 77.0% and 6.0% in the donor parent, respectively. The O/L
ratio in NRCGCS-587 was 19.7, while it was 1.2 in the recurrent parent. The
palmitic acid content was 6.8% in NRCGCS-587 as compared to 13.0% and 7.0% in
the recurrent and donor parent, respectively (Fig 4). NRCGCS-587 contained 53% oil and 24%
protein as compared to 54% oil and 26% protein in the recurrent parent and 48%
oil and 26% protein in the donor parent (Fig 5). Further analysis of the oil content
and fatty acid composition was done in 2015 rainy season. NRCGCS-587 showed 54%
oil and 23% protein content, ICGV-06100 contained 54% oil and 24% protein, and
SunOleic95R recorded 50% oil and 25% protein contents. So, there was no
significant differences in oil and protein content of NRCGCS-587 with its
parents. (Fig 5). In
NRCGCS-587, oleic acid, linoleic acid, and palmitic acid contents were 81%, 3%,
and 6%, respectively, as compared to 39%, 39%, and 9% in ICGV06100, and 80%,
3.0%, and 6.0%, in SunOleic95R, respectively (Fig 4). The O/L ratio was 27.0 in NRCGCS-587,
while it was 1.0 in the recurrent parent and 23.25 in the donor parent.
Fig 4
Oleic acid, linoleic acid, and palmitic acid in NRCGCS-587 and
parents grown in ICAR-DGR during 2014 post rainy and 2015 rainy; “*”
indicates significance at 5%; “ns” indicates non-significant.
Fig 5
Oil, protein, and moisture in NRCGCS-587 and parents grown in
ICAR-DGR during 2014 post rainy and 2015 rainy seasons; “*” indicates
significance at 5%; “ns” indicates non-significant.
Pod yield of MABC-IL
NRCGCS-587, along with 12 elite cultivars, was tested for yield and related
traits. The analysis of variance revealed significant differences among the
genotypes and genotype × environment interaction for pod yield. In 2014
post-rainy season, pod yield of NRCGCS-587 was 1464 kg/ha that was significantly
higher than the check cultivars Abhaya, CO-6, GG-20, ICGS-1043, JL-24, TMV-2 and
VRI-6; on par with K-6, TAG-24 and GJG-31; and lower than TG-37A (Table 1). During 2015 rainy
season, pod yield of NRCGCS-587 (1714 kg/ha) was significantly higher than check
cultivars except for TG-37A and GG-20. The pooled pod yield of NRCGCS-587 (1589
kg/ha) was significantly higher than all the check cultivars except TG-37A.
Shelling percentage (73%) and hundred-kernel weight (50g) of NRCGCS-587 were
higher with the check cultivars. Besides, NRCGCS-587 was tested at three
different states over two seasons. AMMI analysis of variance (Table 2) revealed a
significant interaction effect of genotype × location on pod yield followed by
location and genotype, individually. Stability analysis in all the three
locations by GGE biplot showed that pod yield of NRCGCS-587 was higher (Fig 6) with local check
cultivars in Telangana (ICGS76) and Andhra Pradesh (TCGS˗157) and superior to
common check cultivar (GG˗20).
Table 1
Yield and the related traits of NRCGCS-587 grown in ICAR-DGR,
Gujarat, during 2014 post rainy and 2015 rainy season.
Genotypes
Pod Yield (kg/ha)
Shelling (%)
100 kernel weight (g)
2015 rainy
2014 post rainy
Mean
Abhaya
1418.4 c-d
1376.3 b-d
1397.3 b-d
72.1 a-c
49.3 b-d
Co-6
1485.4 c-d
1062.5 d-e
1274.0 b-e
70.7 a-d
57.3 a-b
NRCGCS-587
1714.0 b-c
1463.9 b-c
1588.9 b
72.1 a-c
59.0 a-b
GG-20
1883.0 a-b
967.9 e
1425.4 b-d
74 a-b
65.7 a
GJG-31
1488.2 c-d
1354.8 b-e
1421.5 b-d
66.4 d
51.3 b-d
GPBD-4
1485.0 c-d
1569.5 b
1527.2 b-c
74.1 a-b
52.7 b-d
ICGS-1043
1450.8 c-d
1178.5 c-e
1314.7 b-e
71.7 a-c
54.3 b-c
JL-24
1385.6 c-e
964.1 e
1174.9 c-e
69.7 b-d
46.0 c-e
K-6
1336.5 c-e
1499.4 b-c
1417.9 b-d
74.5 a
53.3 b-d
TAG-24
1271.6 d-e
1575.9 b
1423.8 b-d
70.9 a-d
49.3 b-d
TG-37A
2163.8 a
2105.5 a
2134.7 a
70.4 a-d
45.3 c-e
TMV-2
866.0 f
1122.4 c-e
994.2 e
72.8 a-c
44 d-e
VRI-6
1042.0 e-f
1038.1 d-e
1040.1 d-e
68.7 c-d
39.0 e
CV%
15.08
14.97
14.28
13.90
18.61
Means followed by same letter are not significantly different (less
than or equal) at P = 0.05.
Table 2
AMMI Analysis of variance for pod yield evaluated at the three
locations.
df
MSS
Pr(>F)
% Sum of Squares
Locations (L)
5
4758501
<0.001
36.8
Rep (L)
6
125004
0.22
1.2
Genotype (G)
9
968802
<0.001
13.5
G*L
45
594607
<0.001
41.3
PC1
13
1174680
0
57.1
PC2
11
539693.9
0
22.2
PC3
9
349655.6
<0.001
11.8
PC4
7
241216.7
0.015
6.3
PC5
5
142883.3
0.165
2.7
Residuals
54
87212
7.3
PC1, PC2 …PC5 indicates principal components 1, 2….5 (denotes
variation accounted by each components); df–Degrees of freedom; MSS-
Mean sum of squares. P- value at 5%.
Fig 6
Average environment coordination (AEC) views of the GGE-biplot based
on environment-focused scaling peanut genotypes evaluated for pod yield
in Andhra Pradesh, Telangana, and Gujarat, India.
Means followed by same letter are not significantly different (less
than or equal) at P = 0.05.PC1, PC2 …PC5 indicates principal components 1, 2….5 (denotes
variation accounted by each components); df–Degrees of freedom; MSS-
Mean sum of squares. P- value at 5%.
Oil content and fatty acid profile of MABC-IL in three different
states
The pod samples of NRCGCS-587 were collected from three different states
viz., Andhra Pradesh, Telangana and Gujarat in 2016
post-rainy season and subjected to biochemical analysis (S2 Table).
Oil content in NRCGCS-587 did not differ much across the states, i.e., 54.7%,
54.5%, and 55.1% in Telangana, Andhra Pradesh, and Gujarat, respectively. Oleic
acid content was almost the same in the pods of the two states,
viz., Telangana (79.8%) and Andhra Pradesh (79.6%), while
it was slightly higher in Gujarat (81.2%). Furthermore, linoleic acid
(Telangana-3.0%, Andhra Pradesh-3.5%, and Gujarat-3.2%) and palmitic acid
contents (Telangana-6.5%, Andhra Pradesh-6.4%, and Gujarat-7.8%) across the
locations were similar (Figs 7 and 8).
Likewise, oleic to the linoleic ratio in NRCGCS-587 also remained almost the
same.
Fig 7
Oil, protein, and moisture in NRCGCS-587 and parents grown in Andhra
Pradesh, Telangana, and Gujarat, India during 2016 rainy season.
Fig 8
Oleic acid, linoleic acid, and palmitic acid in NRCGCS-587 and
parents grown in Andhra Pradesh, Telangana, and Gujarat, India during
2016 rainy season.
Passport data of NRCGCS-587 (MABC-IL) and recurrent parent
NRCGCS-587 is a Virginia bunch genotype characterized by decumbent-3 growth
habit, alternate branching, green color, ovate leaf, and simple inflorescence.
It takes about 23 days after germination for 50% flowering and 115 days for
maturity. Average plant height, leaf length and leaf width are 42.6 cm, 40.1 mm,
and 13.2 mm, respectively. It produces an average of five primary branches per
plant and 2–3 flowers per inflorescence. Pods are mostly two seeded and the
average length and width of pods are 26.0 mm and 12.4 mm, respectively. The mean
length and width of kernels are 13.8 mm and 6.8 mm, respectively and it is rose
in color (Fig 9). It yields
108.0 g of pods per square meter with 20% harvest index, 70% shelling-out-turn,
~55% oil content,~80% oleic acid, and ~4% linoleic acid content (S3 Table).
Most importantly, NRCGCS-587 has also shown resistance to rust and late leaf
spot, i.e., 1 and 3 disease severity scores, respectively in 1–9 modified scale
(data not shown).
Fig 9
Plant, pod, and kernels of ICGV06100 and NRCGCS-587.
Average seed germination of 93.3% was found in normal oleicpeanut, while it was
81.7% in HOpeanut. A significant difference in germination percentage was
recorded between normal and HOpeanut (Table 3). There were no significant
differences between normal and HOpeanut for vigor index, fresh and dry plant
weight, shoot and root length, fresh shoot and root weight, dry shoot and root
weight, shoot length/root length, fresh shoot weight/fresh root weight, dry shot
weight/dry root weight, and plant fresh weight/plant dry weight. However, the
genotypic difference was observed within the normal and HOpeanut groups. In
both, the groups shoot length, fresh shoot biomass, and dry shoot biomass were
higher than fresh root length, fresh root biomass, and dry root biomass.
Table 3
Details of seedling traits in normal oleic and high oleic peanut
genotypes.
Trait
Name of genotypes
Oil%*
Oleic acid %*
Germination%
Shoot Length(SL)
Root Length(RL)
SL/RL
Fresh Shoot wt.(FSW)(g)
Fresh Root wt.(FRW)(g)
FSW/FRW
Dry Shoot wt.(DSW)(g)
Dry Root wt.(DRW)(g)
DSW/DRW
Plant Fresh wt.(PFW)(g)
Plant Dry wt.(PDW)(g)
PFW/PDW
Vigor index
High oleic(~80%)
peanuts
NRCGCS-587
55
80
80.00
17.78
7.65
2.34
1.97
0.16
11.94
0.32
0.05
6.90
2.13
0.37
5.77
0.3
HOP-IL_MAS-191
53.2
79.8
73.33
21.24
10.89
1.93
2.22
0.13
17.32
0.24
0.02
14.60
2.35
0.26
8.99
0.19
HOP-IL_MAS-145
54.5
80.3
76.7
23.00
9.55
2.40
2.56
0.15
17.03
0.32
0.01
26.55
2.71
0.33
8.23
0.25
HOP-IL_MAS-130
54.7
80.5
96.7
17.17
5.80
3.01
1.35
0.06
21.26
0.12
0.02
6.77
1.41
0.14
10.00
0.14
Mean
81.70
19.79
8.47
2.42
2.02
0.13
15.98
0.25
0.02
13.71
2.15
0.28
7.81
0.22
Normal oleic
(~50–55%)peanuts
GG-20
51
64
90
22.40
6.75
3.32
2.58
0.12
22.43
0.28
0.03
10.24
2.70
0.31
8.82
0.27
ICGV-06100
55
39
83.30
15.46
5.93
2.63
2.02
0.35
5.77
0.27
0.05
6.36
2.37
0.32
7.38
0.26
ICGV-05141
54.7
55
100.00
14.68
6.63
2.28
1.24
0.08
15.48
0.14
0.01
10.37
1.32
0.16
8.32
0.16
ICGV-06110
53
38.3
100.00
17.20
4.15
4.42
1.62
0.06
29.36
0.10
0.01
20.40
1.67
0.11
15.61
0.11
Mean
93.30
17.44
5.87
3.16
1.86
0.15
12.42
0.20
0.02
11.84
2.01
0.22
9.03
0.20
CD@5%
7.55
5.16
1.42
0.9
0.73
0.04
3.65
0.1
0.01
5.51
0.76
0.1
2.57
0.08
CV%
4.93
15.84
11.34
18.8
21.4
14.55
11.6
24.31
22.14
24.75
20.88
23.24
15.9
22.04
At 5% level of significance
*Source: [25,
26, 41]
At 5% level of significance*Source: [25,
26, 41]
Discussion
Peanut with HO is preferred over normal peanut due to its extended shelf life and
multiple health benefits. High oil and oleic acid content in the peanuts are
necessary for producing superior quality of oil to meet the nutritional needs and
for industrial purposes. Moreover, the high oil containing peanuts can be used to
combat malnutrition due to its higher caloric value over normal peanut. [48]. Therefore, improvement of
oleic acid content in peanut for higher oxidative stability and better dietary
properties is one of the important breeding objectives worldwide. Availability of
molecular markers linked to the ahFAD2 gene has facilitated
marker-assisted breeding for HO. MABC breeding further ensures the transfer of
desirable gene together with maximum genome recovery of the recurrent parent [49, 50]. Previously, nematode resistance [51], rust resistance [52], and high oleic acid [22, 23] traits were transferred to elite peanut
cultivars using MABC breeding. The use of CAPS and SNP markers has considerably
reduced the time and volume of breeding material in different backcross generations
[25]. In the first
objective, a high oil content peanut genotype, ICGV06100, was targeted to improve
oleic acid content using MABC breeding. The studies reported the development of a
peanut genotype, NRCGCS-587, with high oil and HO content. The HO trait was
introgressed from SunOleic95R into the genetic background of ICGV06100 through MABC
approach and developed an improved version of ICGV06100 with 97% increase in oleic
acid content over the recurrent parent.The increase in oleic acid content in NRCGCS-587 led to a reduction in linoleic acid.
There was a 90% and 24% reduction in linoleic acid and palmitic acid, respectively,
in NRCGCS-587 as compared to the recurrent parent. Moreover, linoleic acid content
ranged from 3.0% to 4.0% and palmitic acid ranged from 6.1% to 7.8% over different
locations indicating their stable expression. The O/L ratio was increased to 27 in
NRCGCS-587 from 1.2 in the recurrent parent. A similar trend of increase in oleic
acid and O/L ratio, as well as a reduction in linoleic acid and palmitic acid, has
already been reported [22,
23]. Commonly, an
alteration in any of the metabolite biosynthesis also has a negative feedback effect
on the production of other metabolites in a related pathway. Likewise, a significant
reduction in palmitic acid level in NRCGCS-587 was recorded. Several previous
studies have also reported a similar effect of ahFAD2 alleles on
palmitic acid content [14,
22, 23, 53].Generally, variation in oil content and fatty acid composition was reported in
different environments due to the quantitative nature of these traits that are
controlled by complex pathways [25, 26, 54]. However, limited or no
variation was observed in NRCGCS-587 regarding oil, oleic, linoleic, and palmitic
acid contents over locations indicating the minimal environmental effect on oil and
HO traits. It seems that only a few independent genes, with the major effect,
control oil and oleic acid production in NRCGCS-587. The selection for improved
fatty acid composition would not affect the oil content of seed since there was no
significant correlation between percent oil and any of the fatty acids or related
variables [55]. Although
fatty acid composition showed variation with the growth habit and environment, the
oil content remained constant [56, 57, 58]. As a result, NRCGCS-587
with stable oil content across locations would be a better choice for use as a
parent in the future breeding program on enhancing oleic acid and oil content in
peanut.NRCGCS-587 had more than 90% background genome recovery as well as precise
introgression of ahFAD2 alleles. Moreover, identical passport data
of NRCGCS-587 and ICGV06100 except oleic acid content corroborate maximum genome
recovery from recurrent parent and precise introgression of ahFAD2
alleles in NRCGCS-587. Thus, NRCGCS-587 is an improved version of ICGV06100 having
~80% oleic acid content. The combined approach of both genotypic and phenotypic
selections was found appropriate and effective in selecting improved lines [23, 59]. High oleic acid content did not affect
seedling traits except the rate of germination. Significant variation in the rate of
germination between HO and normal oleicpeanut groups might be due to the alteration
in lipid composition of seeds leading to changed membrane function and permeability.
The germination decreased as O/L and unsaturated/saturated ratios increased in
peanut, especially at lower (16°C and 14°C) temperatures [35]. Jungman and Schubert [36] reported that HO lines had
lower seed vigor than their paired lines with normal oleic content. In general, the
processes of germination initiates at a temperature below 15°C in peanut. Lower
germination rate observed in HOpeanut in this research might be due to the change
in fatty acid composition since the temperature was maintained constant at 32°C. In
sorghum, the α-amylase activity of seeds and subsequent seed germination percentage
were affected by long-chain fatty acid composition [60].In Pinus pinea, an increase in caprylic or oleic acids retarded the
seed germination. The inhibition was dependent on fatty acid concentration and
chain-length [61].
Short-chain fatty acids could infiltrate membrane lipids and change the physical
properties that lower the seed germination [62].In conclusion, there was a narrow but significant difference in seedling
establishment between HO and normal oleicpeanut under optimum temperature. Poor
seed germination rate in HOpeanut than normal peanut could be a cause of concern if
a significant difference is more and needs further investigation to overcome it. A
perfectly stable genotype having constant yield across geographical locations is a
key to a successful variety [63]. The higher pod yield in the post-rainy season than a rainy season
in NRCGCS-587 indicated that it might be more remunerative under irrigation than
rain-fed conditions. It yielded either significantly higher or on par with all check
cultivars except TG-37A indicating the potential to excel the local elite varieties
from different peanut-growing states in India. Shelling percent and hundred-kernel
weight were also on par with elite cultivars. Furthermore, NRCGCS-587 recorded
maximum pod yield (2445 kg/ha) in Telangana and Andhra Pradesh that makes it
suitable for these states. Stable pod yield, oil content, and HO content of
NRCGCS-587 over the locations make it more rewarding for the peanut growing farmers.
NRCGCS-587 is an improved version of ICGV06100 having genotypically 91% RPG and
ahFAD2 alleles, and phenotypically high oil and yield. Thus,
improved nutritional qualities would fetch premium price to the farmers without
compromising the yield and meet the demand of peanutoil for industrial
purposes.
Details of markers used in AS-PCR and CAPS analysis, background selection
and testing of recombination in MABC line.
(XLSX)Click here for additional data file.
Fatty acid profile MABC line and its parents.
(DOCX)Click here for additional data file.
Qualitative, quantitative and special features of ICGV 06100 and
NRCGCS-587 as per peanut descriptor.
(DOCX)Click here for additional data file.27 Aug 2019PONE-D-19-15336Steady expression of high oleic acid in peanut bred by marker-assisted backcrossing
for fatty acid desaturase mutant alleles and its effect on seed germination along
with other seedling traitsPLOS ONEDear Dr. Bera,Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we
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publication, research ethics, or publication ethics. (Please upload your review as
an attachment if it exceeds 20,000 characters)Reviewer #1: This manuscript was well written but it may not fit well to this
journal. I gave this recommendation for three clear reasons: 1. The authors tried to
describe a whole process for development of high oil and high oleate cultivars. The
experiment was not specifically designed for any genetic studies or chemical
analysis. 2. In the title, steady expression of high oleic acid and its effect on
seed germination along with other seedling traits did not match the manuscript
content. The evaluation of these traits was the selection outcome and did not
necessary related to high oleic acid. 3. Even before making the cross, authors did
not genotype parent ICGV06100 for FAD2 genotype. On Figure 2a and b, it was so
confused. The well images were so different, but they scored them into the same
genotype (for example, on Figure 2a well 6 and 7 to Aa; Figure 2b well 5, 6, and 7
images are the same but scored to different genotype Bb, BB, Bb). In addition,
Figure 1a, only 4 samples but the authors mentioned 1 to 5. Figure 1b image was not
clear. Furthermore, in the introduction (lines79-81), the authors mistook gadoleic
acid (C20:1) assaturated fatty acid.Reviewer #2: Results:Table 1 results are not included in the results sectionLine 274 to 282 is this data represented in one of the figures or tables?line 291 what is the p-values for Figure 3?Line 294 p-value?, Line 296 25% protein contents, should state "with no significant
differences??"" and cite the p-value associatedLine 298 p-valueline 305 pod yield, p-value????Line 311 shelling percentage in table 1 data, what are the stats and p-value??Line 314 what are the p-values for the significant interaction effects??Line 321 where is this data table???Line 323 p-value is needed??Line 328 p-value is needed to support statementline 351 mention significant differences if any her in detail and in table 3, state
p-valueLine 361 to 362 please re-word for clarity is confusing as writtenTable 1, table footnotes are needed, define importance of superscripts statistically,
what are the p-valuestable 2 define in table footnote how yield mean sq was determined, describe in
footnotes the 3 locations, define PC1, etc, briefly state in footnotes stats
usedTable 3. table footnotes, table should in p-values, also, briefly state the methods
used, stats used, so that reader can more clearly understand the dataFigure 1 and Figure 2 are never discussed in the results section. also if these
figures are to be used they need to include figure legends with details of the
methods and quantity of the DNA starting materials for amplificationFigure 3, Figure 4, Figure 6. and Figure 7, figure legend is needed, p-values needed
with standard error bards, bar graphs using the current colors is difficult to read,
try black and white and different patterns, % of what?? % of total fatty acid,
x-axis values??Figure 5???? not sure if this data adds to the strength of the manuscript??Figure 8 same as previous comments of Figure 3, 4, also what are the harvest times
and from what three states, figure legend neededFigure 9. this figure is never discussed in the manuscript. either include and
discuss in the results/discussion or remove. not sure if it adds to the strength of
the manuscript.GeneralLine 71 and "the" restLine 73 and the "remaining on-third"Line 74 low caloric (corrected spelling)line 105, remove "in a while"line 295 space after andline 297 space after and**********6. PLOS authors have the option to publish the peer review history of
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need this step.18 Sep 2019Reviewer 1Comment 1: The authors tried to describe a whole process for development of high oil
and high oleate cultivars. The experiment was not specifically designed for any
genetic studies or chemical analysisReply 1: We accept the comment partially.Main aim of the experiment was to develop the introgression lines for high oleic
traits which we have been developed successfully.Once we developed the introgression lines then only we aimed for genetics studies and
analysis of biochemical parameters and effect of high oleic acid on seed traits
which are in sequence one after another. Hope This properly justify our
experimentation.Comment 2: In the title, steady expression of high oleic acid and its effect on seed
germination along with other seedling traits did not match the manuscript content.
The evaluation of these traits was the selection outcome and did not necessary
related to high oleic acid.Reply 2: We beg to differ from the comment of reviewer. The title of the manuscript
clearly describe three components of studies conducted by us.Component 1: Steady expression of high oleic acid in peanutComponent 2: (high oleicpeanut) bred by marker-assisted backcrossingComponent 3: (High oleic acid ) its effect on seed germination along with other
seedling traitsHence, our manuscript exclusively describe the above three components and their
results. Hence, the title clearly match the manuscript.Comment 3:Point-1: Even before making the cross, authors did not genotype parent ICGV 06100 for
FAD2 genotype.Point-2: On Figure 2a and b, it was so confused. The well images were so different,
but they scored them into the same genotype (for example, on Figure 2a well 6 and 7
to Aa; Figure 2b well 5, 6, and 7 images are the same but scored to different
genotype Bb, BB, Bb). In addition, Figure 1a, only 4 samples but the authors
mentioned 1 to 5. Figure 1b image was not clear.Point 3: Furthermore, in the introduction (lines 79-81), the authors mistook gadoleic
acid (C20:1) assaturated fatty acid.Reply 3: We beg to differ from the comment of reviewer.Point-1: Genotyping of ICGV 06100 was very much included in the gel picture (Figure
2a and 2b). In the figure 2a and 2b lane marked as P1 depicts the recurrent parent-1
which is ICGV 06100. However, we regret to mention here that labelling in the figure
2a and 2b was not proper which we have corrected subsequently.Point-2: We wholly accept the comments of reviewer for mismatching the labelling and
quality of Fig. 1a, 1b 2a and 2b.Fig (1a, 1b, 2a and 2b) have been replaced by clear gel pictures with proper and
corrected labelling. Also scoring details of these gel pictures have been added in
Materials and methods (DNA extraction and marker genotyping subheading) to make the
scoring clear.Point 3: Necessary correction has been made in the manuscript.Reviewer 2Comments 1: Table 1 results are not included in the results sectionReply 1: We accept the comment of reviewer. We unknowingly made mistake to mention
table 1 in the manuscript which we have included under subheading “Recurrent parent
genome recovery and linkage drag” of result section.Comment 2: Line 274 to 282 is this data represented in one of the figures or
tables?Reply 2: We accept the comment of reviewer. We have made necessary correction and
mentioned “Table 1” in the “Recurrent parent genome recovery and linkage drag” of
result sectionComment 3: Line 291 what is the p-values for Figure 3?Reply 3: We accept the comment of reviewer. Necessary correction has been included as
P value at 5 % level of significance (added in footnote of Fig.3)Comment 4: Line 294 p-value?, Line 296 25% protein contents, should state "with no
significant differences??"" and cite the p-value associatedReply 4: We accept the comment of reviewer. Necessary correction (one sentence of no
significant difference as depicted in figure 4 has been added in manuscript). P
value at 5 % level of significance (added in footnote of Fig.4)Comment 5: Line 298 p-valueReply 5: We accept the comment of reviewer. p-value is at 5 % level of significance
(added in footnote in Fig.3)Comment 6: line 305 pod yield, p-value????Reply 6: We accept the comment of reviewer. p-value at 5 % level of significance
added in the table 1.Comment 7: Line 311 shelling percentage in table 1 data, what are the stats and
p-value??Reply 7: We accept the comment of reviewer. We have used Duncan’s Multiple Range Test
(DMRT) for test of significance at 5%.Comment 8: Line 314 what are the p-values for the significant interaction effects??Reply 8: We accept the comment of reviewer. Significance at 5% included in table
2.Comment 9: Line 321 where is this data table??? Line 323 p-value is needed?? Line 328
p-value is needed to support statement.Reply 9: We accept the comment of reviewer. Results described in the results section
is completely based on figure 6 and figure 7. We depicted the data in bar diagram
only not mentioned in a fresh table. The numerical values of oil content, Oleic,
Linoleic and palmitic acids between states were more or less similar. Hence neither
we compared it statistically nor added as a separate table. Hence, no p-value is
mentioned.Comments 10: Line 351 mention significant differences if any her in detail and in
table 3, state p-valueReply 10: We accept the comment of reviewer. P-vale at 5% included in the Table
3.Comment 11: Line 361 to 362 please re-word for clarity is confusing as writtenReply 11: We accept the comment of reviewer. We have edited the sentence to make to
make meaning clearComment 12: Table 1, table footnotes are needed, define importance of superscripts
statistically, what are the p-valuesReply 12: We accept the comment of reviewer. We have made necessary correction in the
Table 1.Comment 13: Table 2 define in table footnote how yield mean sq was determined,
describe in footnotes the 3 locations, define PC1, etc, briefly state in footnotes
stats usedReply 13: We accept the comment of reviewer. We have made necessary correction in the
Table 2. Name of three locations were mentioned in the write up, hence avoid in the
table to avoid clumsiness.Comment 14: Table 3. table footnotes, table should in p-values, also, briefly state
the methods used, stats used, so that reader can more clearly understand the dataReply 14: We accept the comment of reviewer. Footnotes added in the table 3.
Methodology and stats used have been mentioned in the material methods section.Comment 15: Figure 1 and Figure 2 are never discussed in the results section. also if
these figures are to be used they need to include figure legends with details of the
methods and quantity of the DNA starting materials for amplificationReply 15: We accept the comment of reviewer. Results of Figure 2 was already
discussed in the manuscript. However, results of Figure 1 was missing. We have added
the results of Figure 1(with legends) in Materials and methods (DNA extraction and
marker genotyping), methods of genotyping has also been added and references have
been added.Comment 16: Figure 3, Figure 4, Figure 6. and Figure 7, figure legend is needed,
p-values needed with standard error bards, bar graphs using the current colors is
difficult to read, try black and white and different patterns, % of what?? % of
total fatty acid, x-axis values??Reply 16: We accept the comment of reviewer. We have modified all the graphs
accordingly. X- axis is self-explanatory (indicates % of total fat)Comment 17: Figure 5???? not sure if this data adds to the strength of the
manuscript??Reply 17: We accept the comment of reviewer. Yes, Fig. 5 is needed as it indicates
stability and high yield of NRCGCS-ILs over locations by GGE biplot analysis and to
identify such genotype was ours second objective.Comment 18: Figure 8 same as previous comments of Figure 3, 4, also what are the
harvest times and from what three states, figure legend neededReply 18: We accept the comment of reviewer. Figure 8 is essential, as it shows the
passport data of new identified line NRCGCS-587 (COMPARED WITH RECURRENT PARENT)One sentence on harvest time i.e., Harvest on maturity of crop (110-115 days after
sowing) has been added in Yield evaluation section of MABC-ILs in results
section.Comment 19: Figure 9. this figure is never discussed in the manuscript. either
include and discuss in the results/discussion or remove. not sure if it adds to the
strength of the manuscript.Reply 19: We accept the comment of reviewer. Figure 9 has now been added in materials
and methods part (seed and seedling traits), figure is a part of explanation of
methodology followed to grow the seedlings to screen for important morphological
traits to characterize the genotype.Comment 20: General commentsLine 71 and "the" restLine 73 and the "remaining on-third"Line 74 low caloric (corrected spelling)line 105, remove "in a while"line 295 space after andline 297 space after andReply 20: We accept the comments of reviewer. We have incorporated all the
corrections highlighted by the reviewer.Submitted filename: Response
to Reviewers.docxClick here for additional data file.5 Nov 2019PONE-D-19-15336R1Steady expression of high oleic acid in peanut bred by marker-assisted backcrossing
for fatty acid desaturase mutant alleles and its effect on seed germination along
with other seedling traitsPLOS ONEDear Dr. Bera,Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we
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comments. If eligible, we will contact you to opt in or out.We look forward to receiving your revised manuscript.Kind regards,Manoj Prasad, PhDAcademic EditorPLOS ONE[Note: HTML markup is below. Please do not edit.]Reviewers' comments:Reviewer's Responses to QuestionsComments to the Author1. If the authors have adequately addressed your comments raised in a previous round
of review and you feel that this manuscript is now acceptable for publication, you
may indicate that here to bypass the “Comments to the Author” section, enter your
conflict of interest statement in the “Confidential to Editor” section, and submit
your "Accept" recommendation.Reviewer #2: All comments have been addressedReviewer #3: All comments have been addressedReviewer #4: (No Response)**********2. Is the manuscript technically sound, and do the data
support the conclusions?The manuscript must describe a technically sound piece of scientific research with
data that supports the conclusions. Experiments must have been conducted rigorously,
with appropriate controls, replication, and sample sizes. The conclusions must be
drawn appropriately based on the data presented.Reviewer #2: YesReviewer #3: YesReviewer #4: Partly**********3. Has the statistical analysis been performed
appropriately and rigorously?Reviewer #2: YesReviewer #3: YesReviewer #4: Yes**********4. Have the authors made all data underlying the
findings in their manuscript fully available?The PLOS Data policy requires authors to make all
data underlying the findings described in their manuscript fully available without
restriction, with rare exception (please refer to the Data Availability Statement in
the manuscript PDF file). The data should be provided as part of the manuscript or
its supporting information, or deposited to a public repository. For example, in
addition to summary statistics, the data points behind means, medians and variance
measures should be available. If there are restrictions on publicly sharing
data—e.g. participant privacy or use of data from a third party—those must be
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fashion and written in standard English?PLOS ONE does not copyedit accepted manuscripts, so the language in submitted
articles must be clear, correct, and unambiguous. Any typographical or grammatical
errors should be corrected at revision, so please note any specific errors
here.Reviewer #2: YesReviewer #3: YesReviewer #4: Yes**********6. Review Comments to the AuthorPlease use the space provided to explain your answers to the questions above. You may
also include additional comments for the author, including concerns about dual
publication, research ethics, or publication ethics. (Please upload your review as
an attachment if it exceeds 20,000 characters)Reviewer #2: (No Response)Reviewer #3: The authors have responded to all questions raised by the previous
reviewer except the question about the title. They need to change the title because
it does not reflects the contents of manuscript.The title should mention the main
achievement which is the development of high oleic content line. The title might
read something like this "Development of stable lines with high oleic content
through marker assisted introgression of fatty acid desaturate mutant alleles and
its effect on seed germination". All other questions raised by previous reviewer has
been answered and have improved the quality of manuscript significantly.Reviewer #4: I feel that the title may be modified. Currently, the title seems to
indicate that variations in germination frequencies and other seedling traits are
primarily due to high oleic acid, which may not be the case due to various reasons
including genomic reconstitution as elaborated below. It would be advisable to list
these as separate features/studies of the high oleic lines.In the abstract, the authors talk about resistance to biotic stresses but there is no
mention of this data in the manuscript. This portion towards the end should be
deleted.Line 66: "in around"I have the following four important queries which the authors need to clarify:1. Lines 191-195: Aren't four SSRs per linkage group too less for estimating
recurrent genome reconstitution?2. Why was backcrossing done only till BC3? Would it be sufficient to reconstitute a
significant portion of the recurrent parent genome in the absence of background
selection.Since background selection was not done, in conjunction to point 1 above, there could
be sufficient portions of the non-recurrent parent genome remaining in the resulting
selected line which could be responsible for other variations observed in seedling
traits. Also, this would raise questions about the stability of the generated
line.3. Was stable inheritance of the high oleic phenotype tested using successive
generations of harvested seed? This is not clearly given in the text. How was it
done? Which generations of selfed progeny were used?4. How is passport data a good approach to test for genomic reconstitution? I am not
in agreement with this approach.Line 226: Shouldn't it be "111-115"?Line 260: Any references for this formula?Line 284: Should be "codified" or "named" or "termed" instead of "decoded"Line 290: (RPG) in bracketsLine 292: What does "nine were amplified" imply? Did they harbor the SunOleic95R
genome segments? Is there any information available on the genetic/physical distance
of these 10 SSRs?Line 368-369: "However, the..........the groups" is not clear. Rephrase.Figure 1 legend: Please correct for language**********7. PLOS authors have the option to publish the peer
review history of their article (what does this mean?). If published, this will
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need this step.12 Nov 2019Reviewer #3:Comments:The authors have responded to all questions raised by the previous reviewer except
the question about the title. They need to change the title because it does not
reflects the contents of manuscript. The title should mention the main achievement
which is the development of high oleic content line. The title might read something
like this "Development of stable lines with high oleic content through marker
assisted introgression of fatty acid desaturate mutant alleles and its effect on
seed germination". All other questions raised by previous reviewer has been answered
and have improved the quality of manuscript significantly.Reply:We beg to differ from the comment made by the reviewer #3. The reviewer #3 mentioned
that the authors had not responded to the question about the change of title which
is absolutely incorrect. During the first review reviewer #1 offered the same
comment in his comment no.-2. In reply we submitted justification for not making any
changes in the title of our manuscript (Can be referred earlier review). We still
stand with our justification this time also and do not see any point for making
changes in the current title of our manuscript. However, final decision lies with
the editor.Reviewer #4:Comment 1:I feel that the title may be modified. Currently, the title seems to indicate that
variations in germination frequencies and other seedling traits are primarily due to
high oleic acid, which may not be the case due to various reasons including genomic
reconstitution as elaborated below. It would be advisable to list these as separate
features/studies of the high oleic lines.Reply:We beg to differ from the comment of the reviewer. The title of the manuscript
clearly describe three components of the studies conducted by us.Component 1: Steady
expression of high oleic acid in peanut; Component 2: Breeding of high oleicpeanut
by marker-assisted backcrossing;Component 3: Effect of high oleic acid on seed germination along with other seedling
traits. Hence, our manuscript clearly describe the above three components and their
results. Hence, the title clearly match the manuscript.Comment 2:In the abstract, the authors talk about resistance to biotic stresses but there is no
mention of this data in the manuscript. This portion towards the end should be
deletedReply:The data on resistance to biotic stresses (Rust and Late Leaf Spot diseases) of
NRCGCS-587 and ICGV 06100 (recurrent parent) have been mentioned in supplementary
Table–2 (S2). It may be treated as additional information. Hence, deleting the
statement on resistance to biotic stresses from the text may not be required.Comment 3:Line 66: "in around"Reply:Accepted, Necessary correction has been made in the manuscript.Comment 4:Lines 191-195: Aren't four SSRs per linkage group too less for estimating recurrent
genome reconstitution?Reply:It is always better to use SSRs as many as possible for estimating recurrent genome
reconstitution. However, we selected four anchored SSRs from each linkage group
(altogether 80 SSRs) which are genetically mapped in the peanut consensus map. Out
of which 79 SSRs gave similar expression both in recurrent parent and introgression
line. It gives a fair indication about the reconstitution of the recurrent parent
genome in introgression line. Furthermore, we used three cycles of backcrossing
which essentially (mathematically) recovers 93.75% of the recurrent parent genome.
Both these approaches are supplementary to each of above two approaches and confirm
recurrent parent genome reconstitution.Comment 5:Why was backcrossing done only till BC3? Would it be sufficient to reconstitute a
significant portion of the recurrent parent genome in the absence of background
selection. Since background selection was not done, in conjunction to point 1 above,
there could be sufficient portions of the non-recurrent parent genome remaining in
the resulting selected line which could be responsible for other variations observed
in seedling traits. Also, this would raise questions about the stability of the
generated line.Reply:Theoretically, three cycle of backcrossing supposed to recover 93.75% recurrent
parent genome. We attempted three cycles of backcrossing which helped us to recover
93.75% recurrent parent genome. In such case taking background selection
additionally would not yield any more information. However, one can do any number of
additional work to strengthen the result. Yes, there is a chance of having 6.25% of
non-recurrent parent genome in the introgression line and literally, this 6.25% of
non-recurrent parent genome may throw little or no variations among the
introgression lines.Comment 6:3. Was stable inheritance of the high oleic phenotype tested using successive
generations of harvested seed? This is not clearly given in the text. How was it
done? Which generations of selfed progeny were used?Reply:Yes, we have tested the high oleic phenotype in F3, F4 and F5 generations and
confirmed.It is clearly mentioned in the text line no. 300 (for the year 2014), 308 (for the
year 2015) and 337 (for the year 2016 in multiplication).High oleic trait was phenotyped through fatty acid analysis of kernels in Gas
chromatography (Details methodology have been described in Materials and Methods
section).Selfed progenies of F3, F4 and F5 generations.comment 7:How is passport data a good approach to test for genomic reconstitution? I am not in
agreement with this approach.Reply:Passport data of a genotype/verities of a particular crop is an important information
which is used in DUS (Distinctness, Uniformity and Stability) testing. It helps to
distinguish/identify one genotype from others. If two genotypes are similar in
majority of the passport traits except one or two major trait(s), the genotypes can
also be refereed as near isogenic line (NIL). Here, recurrent parent and
introgression line are similar in majority of their passport traits except the high
oleic content which we have introgressed into the introgression line. Theoretically,
3 cycle of backcrossing supposed to recover 93.75% genome of recurrent parent. Thus
introgression line, NRCGCS-587 has got more than 90% genome constitution of
recurrent parent (ICGV 06100), which has been reflected in the passport data of
introgression line and recurrent parent.Comment 8:Line 226: Shouldn't it be "111-115"?Reply:Accepted, Necessary correction has been made in the manuscript.Comment 9:Line 260: Any references for this formula?Reply:Accepted, Necessary correction has been made in the manuscript.Comment 10:Line 284: Should be "codified" or "named" or "termed" instead of "decoded"Reply:Accepted, Necessary correction has been made in the manuscript.Comment 11:Line 290: (RPG) in bracketsReply:Accepted, Necessary correction has been made in the manuscript.comment 12:Line 292: What does "nine were amplified" imply? Did they harbor the SunOleic95R
genome segments? Is there any information available on the genetic/physical distance
of these 10 SSRs?Reply:Accepted, Necessary correction has been made in the manuscript.Yes, there is always possibilities, possible explanation is mentioned in the text.Yes, Necessary information is already available in the supplementary table 1
(S1).Comment 13:Line 368-369: "However, the..........the groups" is not clear. Rephrase.Reply:Accepted, Necessary correction has been made in the manuscript.Comment 14:Figure 1 legend: Please correct for languageReply:Accepted, Necessary correction has been made in the manuscript.Submitted filename: Response
to Reviewers.docxClick here for additional data file.25 Nov 2019Steady expression of high oleic acid in peanut bred by marker-assisted backcrossing
for fatty acid desaturase mutant alleles and its effect on seed germination along
with other seedling traitsPONE-D-19-15336R2Dear Dr. Bera,We are pleased to inform you that your manuscript has been judged scientifically
suitable for publication and will be formally accepted for publication once it
complies with all outstanding technical requirements.Within one week, you will receive an e-mail containing information on the amendments
required prior to publication. When all required modifications have been addressed,
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Your manuscript will remain under strict press embargo until 2 pm Eastern Time on
the date of publication. For more information, please contact onepress@plos.org.With kind regards,Manoj Prasad, PhDAcademic EditorPLOS ONEAdditional Editor Comments (optional):Reviewers' comments:Reviewer's Responses to QuestionsComments to the Author1. If the authors have adequately addressed your comments raised in a previous round
of review and you feel that this manuscript is now acceptable for publication, you
may indicate that here to bypass the “Comments to the Author” section, enter your
conflict of interest statement in the “Confidential to Editor” section, and submit
your "Accept" recommendation.Reviewer #3: All comments have been addressedReviewer #4: All comments have been addressed**********2. Is the manuscript technically sound, and do the data
support the conclusions?The manuscript must describe a technically sound piece of scientific research with
data that supports the conclusions. Experiments must have been conducted rigorously,
with appropriate controls, replication, and sample sizes. The conclusions must be
drawn appropriately based on the data presented.Reviewer #3: YesReviewer #4: (No Response)**********3. Has the statistical analysis been performed
appropriately and rigorously?Reviewer #3: YesReviewer #4: (No Response)**********4. Have the authors made all data underlying the
findings in their manuscript fully available?The PLOS Data policy requires authors to make all
data underlying the findings described in their manuscript fully available without
restriction, with rare exception (please refer to the Data Availability Statement in
the manuscript PDF file). The data should be provided as part of the manuscript or
its supporting information, or deposited to a public repository. For example, in
addition to summary statistics, the data points behind means, medians and variance
measures should be available. If there are restrictions on publicly sharing
data—e.g. participant privacy or use of data from a third party—those must be
specified.Reviewer #3: YesReviewer #4: (No Response)**********5. Is the manuscript presented in an intelligible
fashion and written in standard English?PLOS ONE does not copyedit accepted manuscripts, so the language in submitted
articles must be clear, correct, and unambiguous. Any typographical or grammatical
errors should be corrected at revision, so please note any specific errors
here.Reviewer #3: YesReviewer #4: (No Response)**********6. Review Comments to the AuthorPlease use the space provided to explain your answers to the questions above. You may
also include additional comments for the author, including concerns about dual
publication, research ethics, or publication ethics. (Please upload your review as
an attachment if it exceeds 20,000 characters)Reviewer #3: I am surprised at stubborn attitude of authors. Three different
reviewers have pointed out discrepancy in manuscript content and the title. The
reasons have been cited and alternate titles have been suggested. Reviewers have
been constructive in reviewing the manuscript but authors are reiterating the same
comment again and again. They have not even considered what reviewers have been
pointing out. Under these circumstances, I have no other comments to make and leave
it to wisdom of editor to decide what will be right. I will not like to take up this
manuscript for reviewing anymore.Reviewer #4: (No Response)**********7. PLOS authors have the option to publish the peer
review history of their article (what does this mean?). If published, this will
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made public.Do you want your identity to be public for this peer review? For
information about this choice, including consent withdrawal, please see our
Privacy Policy.Reviewer #3: NoReviewer #4: No5 Dec 2019PONE-D-19-15336R2Steady expression of high oleic acid in peanut bred by marker-assisted backcrossing
for fatty acid desaturase mutant alleles and its effect on seed germination along
with other seedling traitsDear Dr. Bera:I am pleased to inform you that your manuscript has been deemed suitable for
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