Ranjita Thapa, Rodante E Tabien, Michael J Thomson, Endang M Septiningsih
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In this study, we evaluated the coleoptile lengths of a geographically diverse rice panel of 241 accessions, including global accessions along with elite breeding lines and released cultivars from the United States, under the normal and flooded conditions in laboratory and greenhouse environments. A genome-wide association study (GWAS) was performed using a 7K single-nucleotide polymorphism (SNP) array and the phenotypic data of normal coleoptile length, flooded coleoptile length, flooding tolerance index, and survival at 14 d after seeding (DAS). Out of the 30 significant GWAS quantitative trait loci (QTL) regions identified, 14 colocalized with previously identified candidate genes of AG tolerance, whereas 16 were potentially novel. Two rice accessions showing contrasting phenotypic responses to AG stress were selected for the transcriptomics study. The combined approach of GWAS and transcriptomics analysis identified 77 potential candidate genes related to AG tolerance. 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引用次数: 0
摘要
水稻(Oryza sativa L.)在浸没条件下发芽和存活的成功与否主要取决于小叶能否迅速生长到水面。以前的报告显示,水稻品种在发芽或厌氧发芽(AG)过程中的耐涝水平存在遗传变异。虽然许多研究都关注氧胁迫的生理机制,但很少有研究探讨水稻耐AG相关性状的自然变异的广度。在这项研究中,我们在实验室和温室环境中的正常和淹水条件下,评估了由 241 个品种组成的水稻地理多样性面板的子叶长度,其中包括全球品种以及美国的精英育种品系和释放的栽培品种。利用 7K 单核苷酸多态性(SNP)阵列和正常茎秆长度、淹水茎秆长度、耐淹水指数和播种后 14 d(DAS)存活率等表型数据进行了全基因组关联研究(GWAS)。在鉴定出的 30 个显著的 GWAS 数量性状位点(QTL)区域中,14 个与之前鉴定出的耐 AG 候选基因共定位,而 16 个则可能是新的。转录组学研究选择了两个对 AG 胁迫表现出截然不同的表型反应的水稻品种。结合 GWAS 和转录组学分析方法,确定了 77 个与 AG 耐受力相关的潜在候选基因。我们的研究结果可能有助于水稻改良计划,开发出在发芽和幼苗期对水淹胁迫有较强耐受力的水稻品种。
Genetic factors underlying anaerobic germination in rice: Genome-wide association study and transcriptomic analysis.
The success of rice (Oryza sativa L.) germination and survival under submerged conditions is mainly determined by the rapid growth of the coleoptile to reach the water surface. Previous reports have shown the presence of genetic variability within rice accessions in the levels of flooding tolerance during germination or anaerobic germination (AG). Although many studies have focused on the physiological mechanisms of oxygen stress, few studies have explored the breadth of natural variation in AG tolerance-related traits in rice. In this study, we evaluated the coleoptile lengths of a geographically diverse rice panel of 241 accessions, including global accessions along with elite breeding lines and released cultivars from the United States, under the normal and flooded conditions in laboratory and greenhouse environments. A genome-wide association study (GWAS) was performed using a 7K single-nucleotide polymorphism (SNP) array and the phenotypic data of normal coleoptile length, flooded coleoptile length, flooding tolerance index, and survival at 14 d after seeding (DAS). Out of the 30 significant GWAS quantitative trait loci (QTL) regions identified, 14 colocalized with previously identified candidate genes of AG tolerance, whereas 16 were potentially novel. Two rice accessions showing contrasting phenotypic responses to AG stress were selected for the transcriptomics study. The combined approach of GWAS and transcriptomics analysis identified 77 potential candidate genes related to AG tolerance. The findings of our study may assist rice improvement programs in developing rice cultivars with robust tolerance under flooding stress during germination and the early seedling stage.
期刊介绍:
The Plant Genome publishes original research investigating all aspects of plant genomics. Technical breakthroughs reporting improvements in the efficiency and speed of acquiring and interpreting plant genomics data are welcome. The editorial board gives preference to novel reports that use innovative genomic applications that advance our understanding of plant biology that may have applications to crop improvement. The journal also publishes invited review articles and perspectives that offer insight and commentary on recent advances in genomics and their potential for agronomic improvement.