Unravelling genetic diversity in grain amaranth (Amaranthus hypochondriacus L.) core accessions using genome-wide SNP markers.

IF 2.2 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Jutika Boro, Hemant Kumar Yadav
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引用次数: 0

Abstract

Grain amaranth (Amaranthus hypochondriacus L.) is a gluten-free pseudocereal with high nutritional value and notable climate resilience; however, its genome-wide population structure and genetic diversity remain poorly characterized. Given the considerable diversity observed in its gene pool, comprehensive genome-scale characterization are required to understand the genetics of important traits for effective breeding and improvement. Here, we employed Whole-Genome Sequencing (WGS) approach to generate genome-wide SNPs in a core accessions of A. hypochondriacus, leveraging the available reference genome. A total of 248 accessions, comprising Indian and some exotic accessions, were sequenced through Illumina paired-end sequencing, yielding 285,236 high-quality SNPs, with an average of ~ 20 × genome coverage. Population structure analysis identified six sub-populations among the core accessions, consistent with kinship and phylogenetic analyses, reflecting substantial genetic diversity within the genetic material used. Linkage disequilibrium (LD) analysis indicated moderate genome-wide LD, with an average decay distance of 29.8 kb, although strong LD (r2 ≥ 0.8) was observed in some marker pairs. Functional annotation of 17,350 SNP-associated genes revealed enrichment of loci related to metabolic processes, stress responses, and developmental pathways, providing biological context observed genomic variation. Further, several genetically diverse accessions identified in this study offer valuable resources for future breeding efforts. Together, these results establish a robust genomic framework for A. hypochondriacus that supports future genome-wide association studies and genetic improvement efforts in grain amaranth.

利用全基因组SNP标记揭示苋菜(Amaranthus hypochondriacus L.)核心遗传多样性。
苋菜(Amaranthus hypochondriacus L.)是一种营养价值高、气候适应能力强的无麸质假谷物;然而,其全基因组群体结构和遗传多样性的特征仍然很差。鉴于其基因库中观察到的相当大的多样性,需要全面的基因组尺度表征来了解重要性状的遗传学,以进行有效的育种和改良。在这里,我们利用现有的参考基因组,采用全基因组测序(WGS)方法在一份拟南芥(a . hypochondriacus)核心材料中生成全基因组snp。通过Illumina配对端测序,共对248份材料(包括印度和部分外来材料)进行了测序,得到285236个高质量snp,平均基因组覆盖率为~ 20 ×。群体结构分析在核心材料中鉴定出6个亚群体,与亲缘关系和系统发育分析相一致,反映了所使用遗传物质的遗传多样性。连锁不平衡(LD)分析显示,在部分标记对中存在较强的LD (r2≥0.8),但其平均衰减距离为29.8 kb。17350个snp相关基因的功能注释揭示了与代谢过程、应激反应和发育途径相关的位点的富集,提供了观察到的基因组变异的生物学背景。此外,本研究确定的几个遗传多样性品种为未来的育种工作提供了宝贵的资源。总之,这些结果建立了一个强大的基因组框架,为未来的全基因组关联研究和谷物苋菜的遗传改良工作提供支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Molecular Genetics and Genomics
Molecular Genetics and Genomics 生物-生化与分子生物学
CiteScore
5.10
自引率
3.20%
发文量
134
审稿时长
1 months
期刊介绍: Molecular Genetics and Genomics (MGG) publishes peer-reviewed articles covering all areas of genetics and genomics. Any approach to the study of genes and genomes is considered, be it experimental, theoretical or synthetic. MGG publishes research on all organisms that is of broad interest to those working in the fields of genetics, genomics, biology, medicine and biotechnology. The journal investigates a broad range of topics, including these from recent issues: mechanisms for extending longevity in a variety of organisms; screening of yeast metal homeostasis genes involved in mitochondrial functions; molecular mapping of cultivar-specific avirulence genes in the rice blast fungus and more.
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