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群体分析揭示了 DNA 甲基化在番茄驯化和代谢多样性中的作用。

Population analysis reveals the roles of DNA methylation in tomato domestication and metabolic diversity.

机构信息

Sanya Nanfan Research Institute of Hainan University, Hainan Yazhou Bay Seed Laboratory, Sanya, 572025, China.

College of Tropical Crops, Hainan University, Haikou, 572208, China.

出版信息

Sci China Life Sci. 2023 Aug;66(8):1888-1902. doi: 10.1007/s11427-022-2299-5. Epub 2023 Mar 23.

Abstract

DNA methylation is an important epigenetic marker, yet its diversity and consequences in tomato breeding at the population level are largely unknown. We performed whole-genome bisulfite sequencing (WGBS), RNA sequencing, and metabolic profiling on a population comprising wild tomatoes, landraces, and cultivars. A total of 8,375 differentially methylated regions (DMRs) were identified, with methylation levels progressively decreasing from domestication to improvement. We found that over 20% of DMRs overlapped with selective sweeps. Moreover, more than 80% of DMRs in tomato were not significantly associated with single-nucleotide polymorphisms (SNPs), and DMRs had strong linkages with adjacent SNPs. We additionally profiled 339 metabolites from 364 diverse accessions and further performed a metabolic association study based on SNPs and DMRs. We detected 971 and 711 large-effect loci via SNP and DMR markers, respectively. Combined with multi-omics, we identified 13 candidate genes and updated the polyphenol biosynthetic pathway. Our results showed that DNA methylation variants could complement SNP profiling of metabolite diversity. Our study thus provides a DNA methylome map across diverse accessions and suggests that DNA methylation variation can be the genetic basis of metabolic diversity in plants.

摘要

DNA 甲基化是一种重要的表观遗传标记,但在番茄群体水平的育种中,其多样性及其后果在很大程度上尚不清楚。我们对一个由野生番茄、地方品种和栽培品种组成的群体进行了全基因组亚硫酸氢盐测序 (WGBS)、RNA 测序和代谢物分析。共鉴定出 8375 个差异甲基化区域 (DMR),从驯化到改良,甲基化水平逐渐降低。我们发现超过 20%的 DMR 与选择清除重叠。此外,番茄中超过 80%的 DMR 与单核苷酸多态性 (SNP) 没有显著关联,并且 DMR 与相邻的 SNP 有很强的联系。我们还对来自 364 个不同品种的 339 种代谢物进行了分析,并进一步基于 SNP 和 DMR 进行了代谢关联研究。我们通过 SNP 和 DMR 标记分别检测到 971 个和 711 个大效应位点。结合多组学,我们鉴定出 13 个候选基因并更新了多酚生物合成途径。我们的研究结果表明,DNA 甲基化变体可以补充代谢物多样性的 SNP 分析。因此,我们的研究提供了一个跨多种群体的 DNA 甲基组图谱,并表明 DNA 甲基化变异可以作为植物代谢多样性的遗传基础。

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