Quantitative trait loci associated with amino acid concentration and in vitro protein digestibility in pea (Pisum sativum L.)

被引:7
|
作者
Zhou, Junsheng [1 ]
Wan, Zhongyang [2 ]
Gali, Krishna Kishore [1 ]
Jha, Ambuj Bhushan [1 ]
Nickerson, Michael T. [3 ]
House, James D. [2 ,4 ]
Tar'an, Bunyamin [1 ]
Warkentin, Thomas D. [1 ]
机构
[1] Univ Saskatchewan, Crop Dev Ctr, Dept Plant Sci, Saskatoon, SK, Canada
[2] Univ Manitoba, Dept Food & Human Nutr Sci, Winnipeg, MB, Canada
[3] Univ Saskatchewan, Dept Food & Bioprod Sci, Saskatoon, SK, Canada
[4] Univ Manitoba, Richardson Ctr Food Technol & Res, Winnipeg, MB, Canada
来源
FRONTIERS IN PLANT SCIENCE | 2023年 / 14卷
关键词
pea; methionine; cysteine; tryptophan; lysine; protein digestibility; QTLs; QUALITY; HPLC; IDENTIFICATION; PDCAAS;
D O I
10.3389/fpls.2023.1083086
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
With the expanding interest in plant-based proteins in the food industry, increasing emphasis is being placed on breeding for protein concentration and quality. Two protein quality traits i.e., amino acid profile and protein digestibility, were assessed in replicated, multi-location field trials from 2019 to 2021 in pea recombinant inbred line population PR-25. This RIL population was targeted specifically for the research of protein related traits and its parents, CDC Amarillo and CDC Limerick, had distinct variations in the concentration of several amino acids. Amino acid profile was determined using near infrared reflectance analysis, and protein digestibility was through an in vitro method. Several essential amino acids were selected for QTL analysis, including lysine, one of the most abundant essential amino acids in pea, and methionine, cysteine, and tryptophan, the limiting amino acids in pea. Based on phenotypic data of amino acid profiles and in vitro protein digestibility of PR-25 harvested in seven location-years, three QTLs were associated with methionine + cysteine concentration, among which, one was located on chromosome 2 (R-2 = 17%, indicates this QTL explained 17% phenotypic variation of methionine + cysteine concentration within PR-25), and two were located on chromosome 5 (R-2 = 11% and 16%). Four QTLs were associated with tryptophan concentration and are located on chromosome 1 (R-2 = 9%), chromosome 3 (R-2 = 9%), and chromosome 5 (R-2 = 8% and 13%). Three QTLs were associated with lysine concentration, among which, one was located on chromosome 3 (R-2 = 10%), the other two were located on chromosome 4 (R-2 = 15% and 21%). Two QTLs were associated with in vitro protein digestibility, one each located on chromosomes 1 (R-2 = 11%) and 2 (R-2 = 10%). QTLs associated with in vitro protein digestibility, and methionine + cysteine concentration on chromosome 2 were identified to be co-localized with known QTL for total seed protein concentration in PR-25. QTLs associated with tryptophan and methionine + cysteine concentration co-localized on chromosome 5. The identification of QTLs associated with pea seed quality is an important step towards marker-assisted selection of breeding lines with improved nutritional quality, which will further boost the competitiveness of pea in plant-based protein markets.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Quantitative Trait Loci Associated to Drought Adaptation in Pea (Pisum sativum L.)
    Iglesias-Garcia, R.
    Prats, E.
    Fondevilla, S.
    Satovic, Z.
    Rubiales, D.
    PLANT MOLECULAR BIOLOGY REPORTER, 2015, 33 (06) : 1768 - 1778
  • [2] Quantitative Trait Loci Associated to Drought Adaptation in Pea (Pisum sativum L.)
    R. Iglesias-García
    E. Prats
    S. Fondevilla
    Z. Satovic
    D. Rubiales
    Plant Molecular Biology Reporter, 2015, 33 : 1768 - 1778
  • [3] Relationship between proportion and composition of albumins, and in vitro protein digestibility of raw and cooked pea seeds (Pisum sativum L.)
    Park, Sei Joon
    Kim, Tae Wan
    Baik, Byung-Kee
    JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE, 2010, 90 (10) : 1719 - 1725
  • [4] Construction of high-density linkage maps for mapping quantitative trait loci for multiple traits in field pea (Pisum sativum L.)
    Gali, Krishna K.
    Liu, Yong
    Sindhu, Anoop
    Diapari, Marwan
    Shunmugam, Arun S. K.
    Arganosa, Gene
    Daba, Ketema
    Caron, Carolyn
    Lachagari, Reddy V. B.
    Tar'an, Bunyamin
    Warkentin, Thomas D.
    BMC PLANT BIOLOGY, 2018, 18
  • [5] Identification of quantitative trait loci involved in resistance to Pseudomonas syringae pv. syringae in pea (Pisum sativum L.)
    Fondevilla, Sara
    Martin-Sanz, Alberto
    Satovic, Zlatko
    Dolores Fernandez-Romero, Maria
    Rubiales, Diego
    Caminero, Constantino
    EUPHYTICA, 2012, 186 (03) : 805 - 812
  • [6] Identification of quantitative trait loci involved in resistance to Pseudomonas syringae pv. syringae in pea (Pisum sativum L.)
    Sara Fondevilla
    Alberto Martín-Sanz
    Zlatko Satovic
    María Dolores Fernández-Romero
    Diego Rubiales
    Constantino Caminero
    Euphytica, 2012, 186 : 805 - 812
  • [7] Physicochemical properties and in vitro digestibility of flour and starch from pea (Pisum sativum L.) cultivars
    Chung, Hyun-Jung
    Liu, Qiang
    INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES, 2012, 50 (01) : 131 - 137
  • [8] Construction of high-density linkage maps for mapping quantitative trait loci for multiple traits in field pea (Pisum sativum L.)
    Krishna K. Gali
    Yong Liu
    Anoop Sindhu
    Marwan Diapari
    Arun S. K. Shunmugam
    Gene Arganosa
    Ketema Daba
    Carolyn Caron
    Reddy V. B. Lachagari
    Bunyamin Tar’an
    Thomas D. Warkentin
    BMC Plant Biology, 18
  • [9] Amino Acid Composition and Antioxidant Properties of Pea Seed (Pisum sativum L.) Enzymatic Protein Hydrolysate Fractions
    Pownall, Trisha L.
    Udenigwe, Chibuike C.
    Aluko, Rotimi E.
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2010, 58 (08) : 4712 - 4718
  • [10] Combination of three null mutations affecting seed protein accumulation in pea (Pisum sativum L.) impacts positively on digestibility
    Olias, Raquel
    Rayner, Tracey
    Clemente, Alfonso
    Domoney, Claire
    FOOD RESEARCH INTERNATIONAL, 2023, 169