Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China; College of Agronomy, Anhui Agricultural University, Hefei, Anhui, 230036, China.
Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China.
Mol Plant. 2021 May 3;14(5):787-804. doi: 10.1016/j.molp.2021.02.003. Epub 2021 Feb 10.
Polymorphisms within gene coding regions represent the most important part of the overall genetic diversity of rice. We characterized the gene-coding sequence-haplotype (gcHap) diversity of 45 963 rice genes in 3010 rice accessions. With an average of 226 ± 390 gcHaps per gene in rice populations, rice genes could be classified into three main categories: 12 865 conserved genes, 10 254 subspecific differentiating genes, and 22 844 remaining genes. We found that 39 218 rice genes carry >255 179 major gcHaps of potential functional importance. Most (87.5%) of the detected gcHaps were specific to subspecies or populations. The inferred proto-ancestors of local landrace populations reconstructed from conserved predominant (ancient) gcHaps correlated strongly with wild rice accessions from the same geographic regions, supporting a multiorigin (domestication) model of Oryza sativa. Past breeding efforts generally increased the gcHap diversity of modern varieties and caused significant frequency shifts in predominant gcHaps of 14 266 genes due to independent selection in the two subspecies. Low frequencies of "favorable" gcHaps at most known genes related to rice yield in modern varieties suggest huge potential for rice improvement by mining and pyramiding of favorable gcHaps. The gcHap data were demonstrated to have greater power than SNPs for the detection of causal genes that affect complex traits. The rice gcHap diversity dataset generated in this study would facilitate rice basic research and improvement in the future.
基因编码区的多态性代表了水稻整体遗传多样性的最重要部分。我们对 3010 个水稻品种的 45963 个基因的基因编码序列-单倍型(gcHap)多样性进行了特征描述。在水稻群体中,每个基因的平均 gcHap 数为 226±390,水稻基因可分为三大类:12865 个保守基因、10254 个亚种分化基因和 22844 个剩余基因。我们发现 39218 个水稻基因携带>255179 个具有潜在功能重要性的主要 gcHap。大多数(87.5%)检测到的 gcHap 是亚种或群体特有的。从保守的主要(古老)gcHap 重建的地方地方品种群体的原始祖先与来自同一地理区域的野生水稻品种强烈相关,支持了 Oryza sativa 的多起源(驯化)模型。过去的育种工作通常会增加现代品种的 gcHap 多样性,并由于两个亚种中的独立选择,导致 14266 个主要 gcHap 的频率发生显著变化。由于现代品种中大多数与水稻产量相关的已知基因的“有利”gcHap 频率较低,因此通过挖掘和聚积有利 gcHap,水稻的改良潜力巨大。gcHap 数据在检测影响复杂性状的因果基因方面的能力比 SNP 更大。本研究中生成的水稻 gcHap 多样性数据集将有助于未来的水稻基础研究和改良。