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Genome-wide insertion–deletion (InDel) marker discovery and genotyping for genomics-assisted breeding applications in chickpea

机译:全基因组插入-缺失(InDel)标记的发现和基因分型,用于鹰嘴豆中的基因组学辅助育种

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We developed 21,499 genome-wide insertion–deletion (InDel) markers (2- to 54-bp in silico fragment length polymorphism) by comparing the genomic sequences of four (desi, kabuli and wild C. reticulatum) chickpea [Cicer arietinum (L.)] accessions. InDel markers showing 2- to 6-bp fragment length polymorphism among accessions were abundant (76.8%) in the chickpea genome. The physically mapped 7,643 and 13,856 markers on eight chromosomes and unanchored scaffolds, respectively, were structurally and functionally annotated. The 4,506 coding (23% large-effect frameshift mutations) and regulatory InDel markers were identified from 3,228 genes (representing 11.7% of total 27,571 desi genes), suggesting their functional relevance for trait association/genetic mapping. High amplification (97%) and intra-specific polymorphic (60–83%) potential and wider genetic diversity (15–89%) were detected by genome-wide 6,254 InDel markers among desi, kabuli and wild accessions using even a simpler cost-effective agarose gel-based assay. This signifies added advantages of this user-friendly genetic marker system for manifold large-scale genotyping applications in laboratories with limited infrastructure and resources. Utilizing 6,254 InDel markers-based high-density (inter-marker distance: 0.212 cM) inter-specific genetic linkage map (ICC 4958 × ICC 17160) of chickpea as a reference, three major genomic regions harboring six flowering and maturity time robust QTLs (16.4–27.5% phenotypic variation explained, 8.1–11.5 logarithm of odds) were identified. Integration of genetic and physical maps at these target QTL intervals mapped on three chromosomes delineated five InDel markers-containing candidate genes tightly linked to the QTLs governing flowering and maturity time in chickpea. Taken together, our study demonstrated the practical utility of developing and high-throughput genotyping of such beneficial InDel markers at a genome-wide scale to expedite genomics-assisted breeding applications in chickpea.
机译:通过比较四种鹰嘴豆(desic,kabuli和野生网状梭菌)的基因组序列,我们开发了21,499个全基因组插入-缺失(InDel)标记(2到54 bp的计算机片段长度多态性),[Aertinum(L. )]加入。在鹰嘴豆基因组中显示出种质间2至6 bp片段长度多态性的InDel标记丰富(76.8%)。分别在八个染色体和未锚定的支架上分别进行了物理定位的7,643和13,856个标记,具有结构和功能注释。从3,228个基因(占27,571个desi基因的11.7%)中鉴定了4,506个编码(23%的高效率移码突变)和调控性InDel标记,表明它们与性状关联/基因作图的功能相关。全基因组范围内的6,254个InDel标记在Desi,kabuli和野生种之间检测到了高扩增(97%)和种内多态性(60–83%)的潜力以及更广泛的遗传多样性(15–89%),甚至使用了更简单的成本分析方法。有效的基于琼脂糖凝胶的检测。这标志着该用户友好型遗传标记系统的额外优势,可用于基础设施和资源有限的实验室中的多种大规模基因分型应用。以鹰嘴豆的6,254个基于InDel标记的高密度(标记间距离:0.212 cM)种间遗传连锁图谱(ICC 4958×ICC 17160)为参考,三个主要的基因组区域具有六个开花和成熟时间稳健的QTL(解释了16.4–27.5%的表型变异,确定了8.1–11.5的对数对数。在这些目标QTL间隔上,遗传和物理图谱的整合位于三个染色体上,描绘了五个含InDel标记的候选基因,这些候选基因与控制鹰嘴豆开花和成熟时间的QTL紧密相关。综上所述,我们的研究证明了在整个基因组范围内开发这种有益的InDel标记物并进行高通量基因分型的实用性,以加快基因组学辅助的鹰嘴豆育种应用。

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