Identification of Insertion and Deletion (InDel) Markers for Chickpea (Cicer arietinum L.) Based on Double-Digest Restriction Site-Associated DNA Sequencing

Plants Pub Date : 2024-09-09 DOI:10.3390/plants13172530
Duygu Sari
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Abstract

Enhancing the marker repository and the development of breeder-friendly markers in chickpeas is important in relation to chickpea genomics-assisted breeding applications. Insertion–deletion (InDel) markers are widely distributed across genomes and easily observed with specifically designed primers, leading to less time, cost, and labor requirements. In light of this, the present study focused on the identification and development of InDel markers through the use of double-digest restriction site-associated DNA sequencing (ddRADSeq) data from 20 chickpea accessions. Bioinformatic analysis identified 20,700 InDel sites, including 15,031 (72.61%) deletions and 5669 (27.39%) insertions, among the chickpea accessions. The InDel markers ranged from 1 to 25 bp in length, while single-nucleotide-length InDel markers were found to represent the majority of the InDel sites and account for 79% of the total InDel markers. However, we focused on InDel markers wherein the length was greater than a single nucleotide to avoid any read or alignment errors. Among all of the InDel markers, 96.1% were less than 10 bp, 3.6% were between 10 and 20 bp, and 0.3% were more than 20 bp in length. We examined the InDel markers that were 10 bp and longer for the development of InDel markers based on a consideration of the genomic distribution and low-cost genotyping with agarose gels. A total of 29 InDel regions were selected, and primers were successfully designed to evaluate their efficiency. Annotation analysis of the InDel markers revealed them to be found with the highest frequency in the intergenic regions (82.76%), followed by the introns (6.90%), coding sequences (6.90%), and exons (3.45%). Genetic diversity analysis demonstrated that the polymorphic information content of the markers varied from 0.09 to 0.37, with an average of 0.20. Taken together, these results showed the efficiency of InDel marker development for chickpea genetic and genomic studies using the ddRADSeq method. The identified markers might prove valuable for chickpea breeders.
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基于双位限制性位点相关 DNA 测序的鹰嘴豆 (Cicer arietinum L.) 插入和缺失 (InDel) 标记的鉴定
在鹰嘴豆基因组学辅助育种应用方面,加强鹰嘴豆标记库和开发育种友好型标记非常重要。插入-缺失(InDel)标记广泛分布于基因组中,使用专门设计的引物很容易观察到,从而降低了时间、成本和劳动力要求。有鉴于此,本研究侧重于通过使用来自 20 个鹰嘴豆品种的双位限制性位点相关 DNA 测序(ddRADSeq)数据来鉴定和开发 InDel 标记。生物信息学分析在鹰嘴豆品种中发现了 20,700 个 InDel 位点,包括 15,031 个(72.61%)缺失位点和 5669 个(27.39%)插入位点。InDel 标记的长度从 1 到 25 bp 不等,单核苷酸长度的 InDel 标记占 InDel 位点的大多数,占 InDel 标记总数的 79%。不过,我们重点研究了长度大于单核苷酸的 InDel 标记,以避免任何读取或比对错误。在所有 InDel 标记中,96.1% 的长度小于 10 bp,3.6% 的长度在 10 到 20 bp 之间,0.3% 的长度超过 20 bp。考虑到基因组分布和使用琼脂糖凝胶进行低成本基因分型,我们研究了长度在 10 bp 及以上的 InDel 标记,以开发 InDel 标记。共选择了 29 个 InDel 区域,并成功设计了引物以评估其效率。对 InDel 标记的注释分析表明,它们在基因间区出现的频率最高(82.76%),其次是内含子(6.90%)、编码序列(6.90%)和外显子(3.45%)。遗传多样性分析表明,标记的多态信息含量从 0.09 到 0.37 不等,平均为 0.20。综上所述,这些结果表明,利用 ddRADSeq 方法开发 InDel 标记对鹰嘴豆遗传和基因组研究非常有效。已鉴定的标记可能对鹰嘴豆育种者很有价值。
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