Variation for pea seed protein concentration in the USDA Pisum core collection
Coyne, C.J.1, Grusak, M.A.2, 1USDA-ARS, WRPIS, Pullman, WA, USA
Razai, L.1 and Baik, B.-K.3 2USDA-ARS Children's Nutrition Res. Center, Houston, TX, USA
3Dept. of Crop and Soil Sci., Washington State Univ., Pullman, WA, USA
Introduction
Food legumes are important sources of protein, complex carbohydrates, vitamins, and minerals in the diets of millions of people (12). While cereals supply nearly 50% of the protein in the human diet, an unfavorable balance in amino acids (poor in lysine) requires complementary protein sources (12). Legumes are good complements to cereals, as they are rich in lysine, but poor in sulfur containing amino acids (methionine and cysteine) (12). Pea seed proteins are composed of albumins and globins which separate into two major fractions: the 7S vicilin and convicilin fraction, and an 11S fraction that is predominantly composed of legumin (1). In this study, we characterized the total seed protein concentration of 480 accessions from the USDA Pisum core collection. The complete data set, which is summarized in this article, is available through the internet (http://www.ars-grin.gov/npgs/) or by contacting the curator (coynec@wsu.edu).
Materials and Methods
Plant material
The USDA Pisum core collection (504 accessions) was used as the source of germplasm (9). However, it should be noted that many of the accessions in the Pisum core collection are mixtures of diverse germplasm. Because we wished to avoid mixed samples for our quantitative analyses, randomly selected seeds of a single seed phenotype were chosen from each accession and documented for planting. For the most part, this resulted in plants with uniform characteristics within each planted accession. At harvest, if more than one plant phenotype was evident, seeds were selected from one plant phenotype only (usually the phenotype with the most plants, or the highest seed yield). Also, seeds harvested were compared to the original seeds to verify they were the same phenotype as planted. Phenotypic data were collected on harvested seeds of each accession, and these characteristics are noted in the GRIN descriptor dataset listed with the seed protein concentration (Seed Coat Color, Seed Coat Coloration Pattern, Smooth vs.Wrinkled Seeds, Cotyledon Color) (www.ars-grin.gov/cgi-bin/npgs).
Growth conditions
Six plants of each accession were grown in 5L black plastic pots filled with a synthetic soil mix composed of 2 parts Metro-Mix 360 (Scotts-Sierra Horticultural Products Co., Marysville, Ohio) and 1 part medium grade vermiculite (Strong-Lite Medium Vermiculite, Sun Gro Horticulture Co, Seneca Illinois). Plants were grown in a controlled environment greenhouse with a temperature regime of 22 ± 3° C/day and 20 ± 3° C/ night, with a relative humidity ranging from 45% to 65% throughout the day/night cycle. Sunlight was supplemented with metal halide lamps, set to a 15-h day, 9-h night cycle (lights on at 700 h). In order to maintain an adequate supply of all mineral nutrients, a complete fertilizer mixture was provided to each pot on a daily basis. Pots were irrigated with an automated drip irrigation system (one drip line to each pot); the system was regulated with a timer that delivered nutrient solution twice a day (younger plants) or three times a day (older plants) in sufficient quantity to saturate the soil mass at each irrigation. The nutrient solution contained the following concentrations of mineral salts: 1.0 mM KNO3 , 0.4 mM Ca(NO3)2 , 0.1 mM MgSO4 , 0.15 mM KH2PO4 and 25 :M CaCl2, 25 :M H3BO3, 2 :M MnSO4, 2 :M ZnSO4, 0.5 :M CuSO4, 0.5 :M H2MoO4 , 0.1 :M NiSO4, 1 :M Fe(III)-N, N’-ethylenebis[2-(2-hydroxyphenyl)-glycine] (Sprint 138; Becker-Underwood, Inc., Ames, Iowa, USA). We thus attempted to maintain all essential minerals at sufficient, non-toxic levels in the soil.
Seed Samples
Plants were grown to maturity and all seeds were collected and combined from the six plants grown for each accession. Combined seeds were counted, dried to zero moisture in a 70 C oven, and weighed, in order to calculate 100 seed weights. Each combined seed sample was ground to a fine powder using a coffee grinder, prior to nitrogen analyses. Measurements were conducted on 480 of the 504 accessions in the USDA Pisum core collection.
Seed nitrogen analyses and protein calculations
Seed nitrogen concentrations were determined using a LECO FP-528 Nitrogen/Protein Determinator (Leco Corp., St. Joseph, MI, USA), according to the manufacturer’s instruction manual. Weighed aliquots of EDTA (ethylenediamine tetraacetic acid) were used as nitrogen standards to calibrate the instrument. Two sub-samples (0.15 g each) of each accession were analyzed for nitrogen concentration; each sample was measured two times internally in the instrument with the average reported to the operator. The two sub-sample averages were then averaged to get a nitrogen concentration value for each accession. No sub-sample nitrogen values for any accession varied by more than 5%.
Protein concentrations were calculated using a conversion factor of 5.44 ([seed nitrogen concentration] x 5.44 = [seed protein concentration]), a multiplier determined by Mossé (6) as an average value for pea (based on 33 samples). This multiplier is specific for pea, as it takes into account the actual amino acid composition of pea seeds, and the nitrogen weight percentage of those amino acids. Comparison between seed protein concentration and 100 seed weight was calculated using Pearson’s correlation (7).
Results
Once the nitrogen analyzer was calibrated, the readings for the two samples per accession were very similar. Using a tolerance level of a maximum 5% difference between samples, no accession required repeat analysis. The seed used in this study were grown under controlled conditions, which should significantly reduce the large effect environment can have on pea seed protein concentration (5). Protein concentration varied over two-fold in the accessions tested with the highest percentage of 30.93% and lowest of 12.38 % in the accessions tested. The results are summarized in a frequency histogram (Fig. 1). The mean seed protein concentration from round seed (426 accessions) was 20.62 and the mean of the wrinkled seed was higher at 23.76 (51 accessions). The accessions with the ten highest and ten lowest seed protein concentrations and their morphological characteristics are presented in Table 1, many with acceptable agronomic characteristics like white flower and clear seed coats. Table 2 summarizes the protein concentrations of the taxons of Pisum included in this study. While the sample size between taxon is large (from 1 accession to 437 accessions), the mean seed protein concentrations are very similar (Table 2). A comparison of the seed size (100 seed weight in g) and seed protein concentration was conducted, and no correlation was found for the USDA Pisum core (r=0.01; Figure 2). The complete data set and accessions are available through the internet (http://www.ars-grin.gov/npgs/) or by contacting the curator (coynec@wsu.edu).
Table 1. Summary of selected characteristics for those accessions in the USDA Pisum core collection that exhibited the ten highest and ten lowest seed protein concentrations.
Accession |
Taxon |
Seed % Protein |
Country |
Flower |
Cotyledon |
Node to First Flower |
Seed Surface |
PI 357292 |
Pisum sativum |
30.93 |
|
white |
green |
9-10 |
wrinkled |
PI 343978 |
Pisum sativum subsp. elatius |
30.77 |
|
pigmented |
yellow |
12-15 |
round |
PI 137118 |
Pisum sativum |
30.51 |
|
pigmented |
yellow |
13-17 |
round |
PI 288024 |
Pisum sativum |
30.4 |
|
white |
green |
6 |
round |
PI 102887 |
Pisum sativum |
29.81 |
|
white |
yellow |
9-10 |
round |
PI 165949 |
Pisum sativum |
29.75 |
|
pigmented |
yellow |
10-13 |
round |
PI 261671 |
Pisum sativum |
29.08 |
|
white |
yellow |
10-13 |
round |
PI 125840 |
Pisum sativum |
28.51 |
|
pigmented |
yellow |
13-16 |
round |
PI 272207 |
Pisum sativum |
28.08 |
|
pigmented |
yellow |
no data |
round |
PI 103709 |
Pisum sativum |
27.95 |
|
white |
green |
10-11 |
round |
PI 203944 |
Pisum sativum |
15.48 |
|
white |
yellow |
16-19 |
round |
PI 358610 |
Pisum sativum subsp abyssinicum |
15.28 |
|
pigmented |
yellow |
10 |
round |
PI 324706 |
Pisum sativum |
15.21 |
|
pigmented |
yellow |
17-21 |
round |
PI 204306 |
Pisum sativum |
14.88 |
|
pigmented |
yellow |
20-22 |
round |
PI 358623 |
Pisum sativum |
14.67 |
|
pigmented |
yellow |
15-18 |
round |
PI 204307 |
Pisum sativum |
14.62 |
|
white |
yellow |
11-14 |
round |
PI 134271 |
Pisum sativum |
14.37 |
|
pigmented |
yellow |
12-14 |
round |
PI 188698 |
Pisum sativum |
13.87 |
|
pigmented |
green |
15-20 |
round |
PI 356986 |
Pisum sativum |
13.20 |
|
pigmented |
yellow |
12-13 |
round |
PI 222071 |
Pisum sativum |
12.38 |
|
pigmented |
yellow |
12-19 |
round |
Table 2. Taxon summary of the pea seed protein concentrations measured in the USDA Pisum core collection.
Taxon |
Number of accessions |
Protein minimum |
Protein maximum |
Protein mean (s.e.) |
Pisum sativum |
437 |
12.38 |
30.93 |
20.93 (0.15) |
Pisum sativum ssp elatius |
027 |
17.62 |
30.77 |
22.25 (0.56) |
Pisum sativum ssp abyssinicum |
713 |
15.28 |
23.11 |
19.39 (0.71) |
Pisum sativum subsp arvense |
002 |
18.17 |
23.59 |
20.88 |
Pisum sativum var pumillio |
001 |
n.a. |
n.a. |
19.34 |
Discussion
Protein concentration in many biological tissues, such as seeds, is often measured indirectly as percent nitrogen. Protein concentration is then calculated from the nitrogen value using a nitrogen-to-protein conversion factor. For many foods, a factor of 6.25 is generally used, a value based on the average nitrogen percentage of a mix of common amino acids (11). However, because different amino acids vary in their nitrogen percentages, and different proteins contain varying mixtures of amino acids, it is more accurate to use a conversion factor that is based on the specific proteins contained in a given food (3, 6, 11). For this reason, a conversion factor of 5.44 was used in this study for all protein calculations, a value derived from actual amino acid analyses of several pea genotypes (6).
The seed protein concentration analysis of the USDA Pisum core collection revealed values ranging from 30.93% to 12.38% (Table 1). These values are comparable to the values of 34.1% to 14.5% for Pisum sativum seed obtained by Savage and Deo (8), especially when their values are recalculated with a 5.44 conversion factor instead of the 6.25 factor that was used (their recalculated range would be 29.7% to 12.6%). Similarly, our values for Pisum sativum subsp. abyssinicum accessions overlap with those of Yemane and Skjelvåg (12), who found concentrations of 19.9% and 20.5% (recalculated with 5.44 conversion factor) for whole seed of two abyssinicum cultivars.
The 2.5-fold range reported here (30.93% to 12.38 %) is in contrast to a field study conducted with 1071 USDA accessions in 1975 (4), in which only a 1.4-fold variation in seed protein concentration was found (26.9% to 19.7%; recalculated with 5.44 conversion factor). Studies of seed protein concentration levels in a number of legume crops have shown extreme sensitivity to the environment (5). The controlled conditions of the greenhouse culture versus the field environment may be a possible explanation for the differences in the two studies using USDA pea germplasm. A slightly higher, three-fold variation was found in a field study of 255 accessions held in the John Innes pea germplasm collection (5). In that report (5), the protein values (presented as a-amino nitrogen) were negatively skewed (i.e., more to the lower concentrations; their Fig. 33.2), unlike the more symmetrical distribution found in the present study (Fig. 1), and this appears to account for their broader variation in protein values. Interestingly, the accessions analyzed in that study also represented a greater diversity of Pisum subspecies. No accessions, for instance, of Pisum fulvum or Pisum sativum subsp. transcaucasicum are included in the current seed protein concentration dataset (Table 2).
Jermyn and Slinkard (4) presented field data demonstrating that as protein increased, yields decreased, when they assessed the USDA pea collection in the 1970’s. Although yield was not measured in the current study, no correlation was found between the related trait, seed size, and seed protein concentration (Fig. 2). Additionally, a small replicated trial conducted in one location and one year (2004) of high yielding cultivars now in production in Washington State indicates most have seed protein concentrations in the higher range (~ 25 to 28%) (Coyne, unpublished). Thus, it appears that seed protein concentration can be enhanced independently of yield and/or seed size in pea.
The original USDA Pisum core collection was selected using only geography (country of origin) and flower color as trait variables (9). Seed protein concentration was not used in the selection process. Nonetheless, based on the seed protein concentrations reported in this investigation (Fig. 1, Tables 1, 2), relative to other studies (4, 5), it would appear that the core adequately represents seed protein variability found in pea. Therefore, these protein values have recently been included with other trait data to reduce the size of the original core to achieve a desired 10% representation of the entire USDA Pisum collection (2).
Several QTL studies on the heritability of pea seed protein concentration (9), along with recent studies using Medicago truncatula to study legume seed proteins (3), are increasing our understanding of the genetics of this important component of pea seeds. The accessions in Table 2 may aid in the future discovery of useful alleles for breeding enhanced seed protein levels in this crop, or could prove valuable for mapping novel regulatory genes associated with increased seed protein concentration in pea.
Acknowledgments: This work was supported by USDA-ARS Projects # 5348-21000-020-00D (Coyne) and # 6250-21520-042-00D (Grusak), and through USDA funds provided by the Pisum Crop Germplasm Committee (to Grusak).
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