International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, 502324, India.
University of KwaZulu-Natal, African Center for Crop Improvement, Scottsville, Pietermaritzburg, 3209, South Africa.
Mol Genet Genomics. 2019 Feb;294(1):57-68. doi: 10.1007/s00438-018-1484-8. Epub 2018 Sep 1.
Pigeonpea is an important source of dietary protein to over a billion people globally, but genetic enhancement of seed protein content (SPC) in the crop has received limited attention for a long time. Use of genomics-assisted breeding would facilitate accelerating genetic gain for SPC. However, neither genetic markers nor genes associated with this important trait have been identified in this crop. Therefore, the present study exploited whole genome re-sequencing (WGRS) data of four pigeonpea genotypes (~ 12X coverage) to identify sequence-based markers and associated candidate genes for SPC. By combining a common variant filtering strategy on available WGRS data with knowledge of gene functions in relation to SPC, 108 sequence variants from 57 genes were identified. These genes were assigned to 19 GO molecular function categories with 56% belonging to only two categories. Furthermore, Sanger sequencing confirmed presence of 75.4% of the variants in 37 genes. Out of 30 sequence variants converted into CAPS/dCAPS markers, 17 showed high level of polymorphism between low and high SPC genotypes. Assay of 16 of the polymorphic CAPS/dCAPS markers on an F population of the cross ICP 5529 (high SPC) × ICP 11605 (low SPC), resulted in four of the CAPS/dCAPS markers significantly (P < 0.05) co-segregated with SPC. In summary, four markers derived from mutations in four genes will be useful for enhancing/regulating SPC in pigeonpea crop improvement programs.
木豆是全球超过十亿人口的重要膳食蛋白质来源,但长期以来,作物种子蛋白质含量(SPC)的遗传改良一直受到关注。利用基因组辅助育种将有助于加速 SPC 的遗传增益。然而,在这种作物中,既没有与该重要性状相关的遗传标记,也没有与该重要性状相关的基因。因此,本研究利用四个木豆基因型的全基因组重测序(WGRS)数据(约 12X 覆盖率)来鉴定与 SPC 相关的基于序列的标记和候选基因。通过将常见变异过滤策略与与 SPC 相关的基因功能知识相结合,从 57 个基因中鉴定出 108 个序列变异。这些基因被分配到 19 个 GO 分子功能类别,其中 56%仅属于两个类别。此外,桑格测序证实了 37 个基因中的 75.4%存在变体。在 30 个转化为 CAPS/dCAPS 标记的序列变异中,17 个在低 SPC 和高 SPC 基因型之间表现出高水平的多态性。在 ICP 5529(高 SPC)×ICP 11605(低 SPC)杂交 F 群体上对 16 个多态性 CAPS/dCAPS 标记进行检测,结果有 4 个 CAPS/dCAPS 标记与 SPC 显著(P<0.05)共分离。总之,从四个基因中的突变衍生的四个标记将有助于提高/调节木豆作物改良计划中的 SPC。