Hussain Shabbir, Habib Madiha, Ahmed Zaheer, Sadia Bushra, Bernardo Amy, Amand Paul St, Bai Guihua, Ghori Nida, Khan Azeem I, Awan Faisal S, Maqbool Rizwana
Center of Agricultural Biochemistry and Biotechnology, University of Agriculture, Faisalabad, Pakistan.
Department of Plant Breeding and Genetics, University of Agriculture, Faisalabad, Pakistan.
Front Genet. 2022 Apr 6;13:772517. doi: 10.3389/fgene.2022.772517. eCollection 2022.
Spring wheat ( L.) is one of the most imperative staple food crops, with an annual production of 765 million tons globally to feed ∼40% world population. Genetic diversity in available germplasm is crucial for sustainable wheat improvement to ensure global food security. A diversity panel of 184 Pakistani wheat accessions was genotyped using 123,596 high-quality single nucleotide polymorphism (SNP) markers generated by genotyping-by-sequencing with 42% of the SNPs mapped on B, 36% on A, and 22% on D sub-genomes of wheat. Chromosome 2B contains the most SNPs (9,126), whereas 4D has the least (2,660) markers. The mean polymorphic information content, genetic diversity, and major allele frequency of the population were 0.157, 0.1844, and 0.87, respectively. Analysis of molecular variance revealed a higher genetic diversity (80%) within the sub-population than among the sub-populations (20%). The genome-wide linkage disequilibrium was 0.34 Mbp for the whole wheat genome. Among the three subgenomes, A has the highest LD decay value (0.29 Mbp), followed by B (0.2 Mbp) and D (0.07 Mbp) genomes, respectively. The results of population structure, principal coordinate analysis, phylogenetic tree, and kinship analysis also divided the whole population into three clusters comprising 31, 33, and 120 accessions in group 1, group 2, and group 3, respectively. All groups were dominated by the local wheat accessions. Estimation of genetic diversity will be a baseline for the selection of breeding parents for mutations and the genome-wide association and marker-assisted selection studies.
春小麦(L.)是最重要的主食作物之一,全球年产量达7.65亿吨,养活了约40%的世界人口。现有种质资源的遗传多样性对于小麦的可持续改良以确保全球粮食安全至关重要。利用通过简化基因组测序产生的123,596个高质量单核苷酸多态性(SNP)标记对184份巴基斯坦小麦种质进行了基因分型,其中42%的SNP定位在小麦的B亚基因组上,36%在A亚基因组上,22%在D亚基因组上。2B染色体含有的SNP最多(9126个),而4D染色体含有的标记最少(2660个)。该群体的平均多态信息含量、遗传多样性和主等位基因频率分别为0.157、0.1844和0.87。分子方差分析表明,亚群体内的遗传多样性(80%)高于亚群体间的遗传多样性(20%)。整个小麦基因组的全基因组连锁不平衡为0.34 Mbp。在三个亚基因组中,A亚基因组的连锁不平衡衰减值最高(0.29 Mbp),其次是B亚基因组(0.2 Mbp)和D亚基因组(0.07 Mbp)。群体结构、主坐标分析、系统发育树和亲缘关系分析的结果也将整个群体分为三个簇,第1组、第2组和第3组分别包含31份、33份和120份种质。所有组都以当地小麦种质为主。遗传多样性的评估将为突变育种亲本的选择以及全基因组关联和标记辅助选择研究提供基线。