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基于转录组测序的菜豆 130K 靶向二代测序 SNP 基因分型平台的开发与应用。

Development and application of the Faba_bean_130K targeted next-generation sequencing SNP genotyping platform based on transcriptome sequencing.

机构信息

National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China.

State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, Ningda Road No. 251, Xining, 810016, Qinghai, China.

出版信息

Theor Appl Genet. 2021 Oct;134(10):3195-3207. doi: 10.1007/s00122-021-03885-0. Epub 2021 Jun 12.

Abstract

Large-scale faba bean transcriptome data are available, and the first genotyping platform based on liquid-phase probe targeted capture technology was developed for genetic and molecular breeding studies. Faba bean (Vicia faba L., 2n = 12) is an important food legume crop that is widely grown for multiple uses worldwide. However, no reference genome is currently available due to its very large genome size (approximately 13 Gb) and limited single nucleotide polymorphism (SNP) markers as well as highly efficient genotyping tools have been reported for faba bean. In this study, 16.7 billion clean reads were obtained from transcriptome libraries of flowers and leaves of 102 global faba bean accessions. A total of 243,120 unigenes were de novo assembled and functionally annotated. Moreover, a total of 1,579,411 SNPs were identified and further filtered according to a selection pipeline to develop a high-throughput, flexible, low-cost Faba_bean_130K targeted next-generation sequencing (TNGS) genotyping platform. A set of 69 Chinese faba bean accessions were genotyped with the TNGS genotyping platform, and the average mapping rate of captured reads to reference transcripts was 93.14%, of which 53.23% were located in the targeted regions. The TNGS genotyping results were validated by Sanger sequencing and the average consistency rate reached 93.6%. Comprehensive population genetic analysis was performed on the 69 Chinese faba bean accessions and identified four genetic subgroups correlated with the geographic distribution. This study provides valuable genomic resources and a reliable genotyping tool that could be implemented in genetic and molecular breeding studies to accelerate new cultivar development and improvement in faba bean.

摘要

大量的蚕豆转录组数据可用,并且开发了第一个基于液相探针靶向捕获技术的基因分型平台,用于遗传和分子育种研究。蚕豆(Vicia faba L.,2n = 12)是一种重要的食用豆类作物,在全球范围内广泛种植,用途广泛。然而,由于其非常大的基因组大小(约 13 Gb)和有限的单核苷酸多态性(SNP)标记,以及高效的基因分型工具尚未报道,因此目前尚无参考基因组。在这项研究中,从 102 个全球蚕豆品系的花和叶的转录组文库中获得了 167 亿个清洁读取。总共从头组装了 243120 个非冗余基因,并对其进行了功能注释。此外,总共鉴定了 1579411 个 SNPs,并根据选择管道进一步过滤,以开发高通量、灵活、低成本的蚕豆 130K 靶向下一代测序(TNGS)基因分型平台。使用 TNGS 基因分型平台对 69 个中国蚕豆品系进行了基因分型,捕获读取与参考转录物的平均映射率为 93.14%,其中 53.23%位于靶向区域。TNGS 基因分型结果通过 Sanger 测序进行验证,平均一致性率达到 93.6%。对 69 个中国蚕豆品系进行了综合群体遗传分析,鉴定出与地理分布相关的四个遗传亚群。这项研究提供了有价值的基因组资源和可靠的基因分型工具,可用于遗传和分子育种研究,以加速新的品种开发和改进。

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