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Identification and validation of candidate genes associated with domesticated and improved traits in soybean

机译:与大豆驯化和改良性状相关的候选基因的鉴定和验证

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摘要

Soybean, an important source of vegetable oils and proteins for humans, has undergone significant phenotypic changes during domestication and improvement. However, there is limited knowledge about genes related to these domesticated and improved traits, such as flowering time, seed development, alkaline-salt tolerance, and seed oil content (SOC). In this study, more than 106,000 single nucleotide polymorphisms (SNPs) were identified by restriction site associated DNA sequencing of 14 wild, 153 landrace, and 119 bred soybean accessions, and 198 candidate domestication regions (CDRs) were identified via multiple genetic diversity analyses. Of the 1489 candidate domesticationudgenes (CDGs) within these CDRs, a total of 330 CDGs wereudrelated to the above four traits in the domestication, gene ontology (GO) enrichment, gene expression, and pathway analyses. Eighteen, 60, 66, and 10 of the 330 CDGs were significantly associated with the above four traits, respectively. Of 134 traitassociated CDGs, 29 overlapped with previous CDGs, 11 were consistent with candidate genes in previous trait association studies, and 66 were covered by the domesticated and improved quantitative trait loci or their adjacent regions, having six common CDGs, such as one functionally characterized gene Glyma15 g17480 (GmZTL3). Of the 68 seed size (SS) and SOC CDGs, 37 were further confirmed by gene expression analysis. In addition, eight genes were found to be related to artificial selectionudduring modern breeding. Therefore, this study provides anudintegrated method for efficiently identifying CDGs and valuable information for domestication and genetic research.
机译:大豆是人类重要的植物油和蛋白质来源,在驯化和改良过程中发生了明显的表型变化。但是,关于与这些驯化和改良的性状有关的基因的知识有限,例如开花时间,种子发育,碱盐耐性和种子油含量(SOC)。在这项研究中,通过对14个野生品种,153个地方品种和119个育种大豆品种的限制性位点相关DNA测序,鉴定出超过106,000个单核苷酸多态性(SNP),并通过多种遗传多样性分析鉴定了198个候选驯化区(CDR)。在这些CDR中的1489个候选归化/预算(CDG)中,共有330个CDG与归化,基因本体论(GO)富集,基因表达和途径分析中的以上四个特征有关。 330个CDG中有18个,60个,66个和10个分别与上述四个特征显着相关。在134个与性状相关的CDG中,有29个与先前的CDG重叠,其中11个与先前的性状关联研究中的候选基因一致,并且66个被驯化和改良的数量性状基因座或它们的相邻区域所覆盖,具有六个常见的CDG,例如一个功能上已表征的CDG。基因Glyma15 g17480(GmZTL3)。通过基因表达分析进一步确认了68种种子大小(SS)和SOC CDG。此外,在现代育种过程中,发现了八个与人工选择有关的基因。因此,本研究提供了一种综合方法,可有效地鉴定CDG和有价值的信息,以进行驯化和遗传研究。

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