| Literature DB >> 35025919 |
Dil Thavarajah1, Tristan J Lawrence1, Sarah E Powers1, Joshua Kay1, Pushparajah Thavarajah1, Emerson Shipe1, Rebecca McGee2, Shiv Kumar3, Rick Boyles4.
Abstract
A primary criticism of organic agriculture is its lower yield and nutritional quality compared to conventional systems. Nutritionally, dry pea (Pisum sativum L.) is a rich source of low digestible carbohydrates, protein, and micronutrients. This study aimed to evaluate dry pea cultivars and advanced breeding lines using on-farm field selections to inform the development of biofortified organic cultivars with increased yield and nutritional quality. A total of 44 dry pea entries were grown in two USDA-certified organic on-farm locations in South Carolina (SC), United States of America (USA) for two years. Seed yield and protein for dry pea ranged from 61 to 3833 kg ha-1 and 12.6 to 34.2 g/100 g, respectively, with low heritability estimates. Total prebiotic carbohydrate concentration ranged from 14.7 to 26.6 g/100 g. A 100-g serving of organic dry pea provides 73.5 to 133% of the recommended daily allowance (%RDA) of prebiotic carbohydrates. Heritability estimates for individual prebiotic carbohydrates ranged from 0.27 to 0.82. Organic dry peas are rich in minerals [iron (Fe): 1.9-26.2 mg/100 g; zinc (Zn): 1.1-7.5 mg/100 g] and have low to moderate concentrations of phytic acid (PA:18.8-516 mg/100 g). The significant cultivar, location, and year effects were evident for grain yield, thousand seed weight (1000-seed weight), and protein, but results for other nutritional traits varied with genotype, environment, and interactions. "AAC Carver," "Jetset," and "Mystique" were the best-adapted cultivars with high yield, and "CDC Striker," "Fiddle," and "Hampton" had the highest protein concentration. These cultivars are the best performing cultivars that should be incorporated into organic dry pea breeding programs to develop cultivars suitable for organic production. In conclusion, organic dry pea has potential as a winter cash crop in southern climates. Still, it will require selecting diverse genetic material and location sourcing to develop improved cultivars with a higher yield, disease resistance, and nutritional quality.Entities:
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Year: 2022 PMID: 35025919 PMCID: PMC8757916 DOI: 10.1371/journal.pone.0261109
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Experimental design used in the dry pea nutritional breeding trials.
| Year (location) | 2019 (Clemson; Pelion), 2020 (Pelion) |
| Location | Clemson, SC; Pelion SC |
| Replicates (Year) | 2 (2019); 3(2020) |
| Cultivars/ Breeding lines | |
| Total | 308 |
Mean monthly temperature and precipitation for two growing locations in SC, USA.
| Year | Location | Source | Jan | Feb | Mar | Apr | May |
|---|---|---|---|---|---|---|---|
| 2019 | Clemson | Temp (°C) | 6.1 | 10.0 | 10.8 | 16.9 | 23.1 |
| Precipitation (mm) | 140 | 193 | 88.9 | 117 | 19.3 | ||
| Pelion | Temp (°C) | 9.4 | 12.8 | 13.6 | 19.4 | 25.6 | |
| Precipitation (in) | 3.6 | 1.7 | 2.6 | 4.3 | 2.7 | ||
| 2020 | Pelion | Temp (°C) | 9.6 | 11.0 | 16.6 | 17.6 | 20.8 |
| Precipitation (in) | 69 | 172 | 83 | 81 | 236 |
Soil chemical properties at the locations where dry pea was grown in 2019 and 2020.
| Year | Location (Soil type) | Soil pH | N-NO3 (PPM) | P (lbs/ac) | K (lbs/ac) | Organic Matter (%) |
|---|---|---|---|---|---|---|
| 2019 | Clemson (Clay loam) | 6.3 | 48 | 76 | 284 | 4.3 |
| Pelion (Sandy) | 6.8 | 16 | 727 | 108 | 0.8 | |
| 2020 | Pelion (Sandy) | 7.1 | 21 | 549 | 81 | 1.1 |
Analysis of variance and broad-sense heritability estimates of yield and nutritional traits evaluated for dry pea genotypes tested in SC, USA.
| Component | Cultivar | Location | Year | Cultivar × Location | Cultivar × Year |
|
|---|---|---|---|---|---|---|
|
|
|
|
|
|
| 0.21 |
|
|
|
|
|
|
| 0.69 |
|
|
|
|
| NS |
| 0.24 |
|
| ||||||
|
| ||||||
| Myo-Inositol |
|
|
|
|
| 0.52 |
| Xylitol |
| NS |
|
|
| 0.66 |
| Galactinol |
|
|
|
|
| 0.74 |
| Sorbitol |
|
| NS |
| NS | 0.42 |
| Mannitol |
| NS |
| NS |
| 0.57 |
|
| ||||||
| Glucose |
|
| NS | NS | NS | 0.29 |
| Fructose |
|
|
| NS |
| 0.27 |
| Sucrose |
|
|
|
| NS | 0.52 |
| Arabinose |
| NS |
|
|
| 0.65 |
| Maltose | NS |
|
| NS | NS | 0.00 |
|
| ||||||
| Sta+Raf |
|
|
|
|
| 0.64 |
| Ver+Kes |
| NS |
|
|
| 0.75 |
| Nystose |
|
|
| NS |
| 0.27 |
|
| ||||||
| Resistant starch | NS |
|
| NS |
| 0.00 |
| Total starch | NS |
|
| NS | NS | 0.00 |
|
| ||||||
| K |
|
|
|
| NS | 0.07 |
| Ca |
|
|
| NS | NS | 0.03 |
| Mg |
|
| NS | NS | NS | 0.00 |
| P |
| NS | NS | NS | NS | 0.02 |
| Fe |
|
|
|
| NS | 0.00 |
| Zn |
|
|
| NS | NS | 0.03 |
| Mn |
| NS | NS | NS | NS | 0.00 |
| Cu |
| NS | NS | NS | NS | 0.00 |
| Se | NS |
|
| NS | NS | 0.00 |
| Phytic acid |
| NS |
| NS | NS | 0.00 |
Raffinose family of oligosaccharides (RFO); Fructooligosaccharides (FOS); Stachyose, and Raffinose (Sta+Raf)
Verbascose and Kestose (Ver+Kes)
** significant at P<0.05
* significant at P<0.1; Not significant (NS); H broad-sense heritability estimate.
Range and mean nutrient concentrations of organic dry pea grown in SC.
| Nutrient | Organic | %RDA | ||
|---|---|---|---|---|
| Range | Mean | Female | Male | |
|
| 12.6–34.2 | 21.1 | 27-74(46) | 23-61(38) |
|
| ||||
|
| ||||
| Myo-Inositol | 98–399 | 244 | ||
| Xylitol | 2.5–31.7 | 15.7 | ||
| Galactinol | 91.3–425 | 163 | ||
| Sorbitol | 8.4–115 | 34.9 | ||
| Mannitol | 0.9–23.8 | 5.9 | ||
|
| ||||
| Glucose | 14.6–137 | 62 | ||
| Fructose | 1.7–30.7 | 6.4 | ||
| Sucrose | 1530–3043 | 2156 | ||
| Arabinose | 3.3–13.1 | 7.2 | ||
| Maltose | 2.1–289 | 26.3 | ||
|
| ||||
| Sta+Raf | 2111–4077 | 3128 | ||
| Ver+Kes | 1548–3929 | 2688 | ||
| Nystose | 1.6–9.1 | 3.4 | ||
|
| ||||
| Resistant starch | 4.2–10 | 7.6 | ||
| Total starch | 35.4–66.9 | 52.6 | ||
| Total known prebiotic carbohydrates | 12.5–19.8 | 16.1 | 63–99 (81) | 63–99 (81) |
|
| ||||
| Potassium (K) | 322–1716 | 1008 | 38.8 | 29.6 |
| Calcium (Ca) | 11–338 | 94 | 7.8–9.4 | 9.4 |
| Magnesium (Mg) | 46–232 | 125 | 39.1–40.3 | 31.3 |
| Phosphorus (P) | 123–759 | 377 | 53.9 | 53.9 |
| Iron (Fe) | 1.9–26.2 | 5.7 | 31.7–71.3 | 71.3 |
| Zinc (Zn) | 1.1–7.5 | 3.2 | 40.0 | 29.1 |
| Manganese (Mn) | 0.4–3.4 | 1.2 | 66.7 | 52.2 |
| Copper (Cu) | 0.2–3.5 | 0.8 | 88.9 | 88.9 |
| Selenium (Se: μg/100 g) | 0–130 | 20 | 36.4 | 36.4 |
| Phytic acid (mg/100 g) | 88.8–354 | 159 | ||
Values are based on the combined statistical analysis of 308 data points for the current study (dry weight basis). Total prebiotic carbohydrates include sugar alcohols, simple sugars, raffinose-family oligosaccharides, and resistant starch. % RDA is based on 20 g/day for total prebiotic carbohydrates [30]. %RDA for protein is 46 g/day for women aged 19–70+ years and 56 g/day for men aged 19–70+years. Mineral %RDA values are from the National Institute of Health (https://www.ncbi.nlm.nih.gov/books/NBK545442/table/appJ_tab3/?report=objectonly)
Correlation of yield, prebiotic carbohydrates, and protein content of organic dry pea genotypes.
| Variable | Yield | Myo | Xyl | Gal | Sor | Man | Glu | Fru | Suc | Ara | Mal | Sta+Raf | Ver+Kes | Nys | RS | SS | TS | Pro |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Yield | - | |||||||||||||||||
| Myo-Inositol (Myo) | NS | - | ||||||||||||||||
| Xylitol (Xyl) | - | NS | - | |||||||||||||||
| Galactinol (Gal) |
|
| - | - | ||||||||||||||
| Sorbitol (Sor) |
|
| - |
| - | |||||||||||||
| Mannitol (Man) | - |
|
| - | NS | - | ||||||||||||
| Glucose (Glu) |
|
| NS |
|
| NS | - | |||||||||||
| Fructose (Fru) |
| NS | NS | NS |
|
|
| - | ||||||||||
| Sucrose (Suc) | - |
|
| NS | NS | NS |
|
| - | |||||||||
| Arabinose (Ara) | - | NS |
| - | NS |
| NS |
|
| - | ||||||||
| Maltose (Mal) | - |
|
|
|
|
|
|
|
|
| - | |||||||
| Sta+Raf |
|
| NS |
|
| - |
|
|
| - |
| - | ||||||
| Ver+Kes |
| - | - | NS |
| NS | NS |
|
| - | - |
| - | |||||
| Nystose (Nys) |
| - | - |
| NS | - |
|
| - | NS | NS |
|
| - | ||||
| Resistant starch (RS) | - | - |
|
|
|
| - | - |
| NS |
|
| - |
| - | |||
| Soluble starch (SS) |
| - | NS |
|
|
|
|
| NS | NS | NS | - |
| - | - | - | ||
| Total starch (TS) |
|
|
| - |
| NS |
| NS | NS | NS | NS |
| NS | NS | NS |
| - | |
| Protein (Pro) | - |
|
| NS | NS |
| NS | NS |
|
|
| NS | - | - | NS | - | NS | - |
Stachyose and Raffinose (Sta+Raf); Verbascose and Kestose (Ver+Kes)
** significant at P<0.05
* significant at P<0.1; Not significant (NS).
Correlation of yield, critical minerals, and phytic acid concentrations of organic dry pea genotypes.
| Variable | Yield | K | Mg | Fe | Zn | P | phytic acid |
|---|---|---|---|---|---|---|---|
| Yield | - | ||||||
| K | - | - | |||||
| Mg |
|
| - | ||||
| Fe |
|
|
| - | |||
| Zn | NS |
|
|
| - | ||
| P | NS |
|
|
|
| - | |
| Phytic acid | NS | - | - | - | - | - | - |
** significant at P<0.05
* significant at P<0.1