Nutritional Genomic Approach for Improving Grain Protein Content in Wheat

被引:12
作者
Kartseva, Tania [1 ]
Alqudah, Ahmad M. [2 ]
Aleksandrov, Vladimir [1 ]
Alomari, Dalia Z. [3 ]
Doneva, Dilyana [1 ]
Arif, Mian Abdur Rehman [4 ]
Boerner, Andreas [5 ]
Misheva, Svetlana [1 ]
机构
[1] Bulgarian Acad Sci, Inst Plant Physiol & Genet, Acad G Bonchev Str,Block 21, Sofia 1113, Bulgaria
[2] Qatar Univ, Coll Art & Sci, Dept Biol & Environm Sci, Biol Sci Program, POB 2713, Doha, Qatar
[3] Hashemite Univ, Fac Appl Med Sci, Dept Clin Nutr & Dietet, POB 330127, Zarqa 13133, Jordan
[4] Nucl Inst Agr & Biol NIAB, Plant Breeding & Genet Div, Wheat Breeding Grp, Faisalabad 38000, Pakistan
[5] Leibniz Inst Plant Genet & Crop Plants Res IPK Gat, Corrensstr 3, D-06466 Seeland, Germany
关键词
association mapping; bread wheat; candidate genes; micronutrients; grain proteins; WIDE ASSOCIATION; QUALITY TRAITS; BREAD; IDENTIFICATION; GENE; MICRONUTRIENTS; GERMINATION; EXPRESSION; REVEALS; REGIONS;
D O I
10.3390/foods12071399
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Grain protein content (GPC) is a key aspect of grain quality, a major determinant of the flour functional properties and grain nutritional value of bread wheat. Exploiting diverse germplasms to identify genes for improving crop performance and grain nutritional quality is needed to enhance food security. Here, we evaluated GPC in a panel of 255 Triticum aestivum L. accessions from 27 countries. GPC determined in seeds from three consecutive crop seasons varied from 8.6 to 16.4% (11.3% on average). Significant natural phenotypic variation in GPC among genotypes and seasons was detected. The population was evaluated for the presence of the trait-linked single nucleotide polymorphism (SNP) markers via a genome-wide association study (GWAS). GWAS analysis conducted with calculated best linear unbiased estimates (BLUEs) of phenotypic data and 90 K SNP array using the fixed and random model circulating probability unification (FarmCPU) model identified seven significant genomic regions harboring GPC-associated markers on chromosomes 1D, 3A, 3B, 3D, 4B and 5A, of which those on 3A and 3B shared associated SNPs with at least one crop season. The verified SNP-GPC associations provide new promising genomic signals on 3A (SNPs: Excalibur_c13709_2568 and wsnp_Ku_c7811_13387117) and 3B (SNP: BS00062734_51) underlying protein improvement in wheat. Based on the linkage disequilibrium for significant SNPs, the most relevant candidate genes within a 4 Mbp-window included genes encoding a subtilisin-like serine protease; amino acid transporters; transcription factors; proteins with post-translational regulatory functions; metabolic proteins involved in the starch, cellulose and fatty acid biosynthesis; protective and structural proteins, and proteins associated with metal ions transport or homeostasis. The availability of molecular markers within or adjacent to the sequences of the detected candidate genes might assist a breeding strategy based on functional markers to improve genetic gains for GPC and nutritional quality in wheat.
引用
收藏
页数:22
相关论文
共 79 条
  • [1] Abugalieva A., 2010, ASIAN AUSTRALAS J PL, V4, P87
  • [2] Acevedo M, 2018, EARTHSCAN FOOD AGRIC, P81
  • [3] Linking the International Wheat Genome Sequencing Consortium bread wheat reference genome sequence to wheat genetic and phenomic data
    Alaux, Michael
    Rogers, Jane
    Letellier, Thomas
    Flores, Raphael
    Alfama, Francoise
    Pommier, Cyril
    Mohellibi, Nacer
    Durand, Sophie
    Kimmel, Erik
    Michotey, Celia
    Guerche, Claire
    Loaec, Mikael
    Laine, Mathilde
    Steinbach, Delphine
    Choulet, Frederic
    Rimbert, Helene
    Leroy, Philippe
    Guilhot, Nicolas
    Salse, Jerome
    Feuillet, Catherine
    Paux, Etienne
    Eversole, Kellye
    Adam-Blondon, Anne-Francoise
    Quesneville, Hadi
    [J]. GENOME BIOLOGY, 2018, 19
  • [4] Genetic analysis of grain protein content and dough quality traits in elite spring bread wheat (Triticum aestivum) lines through association study
    Alemu, Admas
    El Baouchi, Adil
    El Hanafi, Samira
    Kehel, Zakaria
    Eddakhir, Kenza
    Tadesse, Wuletaw
    [J]. JOURNAL OF CEREAL SCIENCE, 2021, 100
  • [5] Toward identification of a putative candidate gene for nutrient mineral accumulation in wheat grains for human nutrition purposes
    Alomari, Dalia Z.
    Alqudah, Ahmad M.
    Pillen, Klaus
    von Wiren, Nicolaus
    Roeder, Marion S.
    [J]. JOURNAL OF EXPERIMENTAL BOTANY, 2021, 72 (18) : 6305 - 6318
  • [6] Whole-Genome Association Mapping and Genomic Prediction for Iron Concentration in Wheat Grains
    Alomari, Dalia Z.
    Eggert, Kai
    von Wiren, Nicolaus
    Polley, Andreas
    Plieske, Joerg
    Ganal, Martin W.
    Liu, Fang
    Pillen, Klaus
    Roeder, Marion S.
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 20 (01)
  • [7] Alomari DZ, 2017, FRONT PLANT SCI, V8, DOI [10.3389/fpls.2017.01797, 10.3389/fpls.2018.01313]
  • [8] GWAS: Fast-forwarding gene identification and characterization in temperate Cereals: lessons from Barley - A review
    Alqudah, Ahmad M.
    Sallam, Ahmed
    Baenziger, P. Stephen
    Boerner, Andreas
    [J]. JOURNAL OF ADVANCED RESEARCH, 2020, 22 : 119 - 135
  • [9] Wheat NAM genes regulate the majority of early monocarpic senescence transcriptional changes including nitrogen remobilization genes
    Andleeb, Tayyaba
    Knight, Emilie
    Borrill, Philippa
    [J]. G3-GENES GENOMES GENETICS, 2023, 13 (02):
  • [10] [Anonymous], 2020, Statistica