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群体水平分析揭示了玉米中广泛存在的、未被遗传变异标记的 DNA 甲基化变异及其表型后果。

Population-level analysis reveals the widespread occurrence and phenotypic consequence of DNA methylation variation not tagged by genetic variation in maize.

机构信息

National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China.

Institute of Nuclear and Biological Technology, Xinjiang Academy of Agricultural Sciences, Urumqi, 830091, China.

出版信息

Genome Biol. 2019 Nov 19;20(1):243. doi: 10.1186/s13059-019-1859-0.

Abstract

BACKGROUND

DNA methylation can provide a source of heritable information that is sometimes entirely uncoupled from genetic variation. However, the extent of this uncoupling and the roles of DNA methylation in shaping diversity of both gene expression and phenotypes are hotly debated. Here, we investigate the genetic basis and biological functions of DNA methylation at a population scale in maize.

RESULTS

We perform targeted DNA methylation profiling for a diverse panel of 263 maize inbred genotypes. All genotypes show similar levels of DNA methylation globally, highlighting the importance of DNA methylation in maize development. Nevertheless, we identify more than 16,000 differentially methylated regions (DMRs) that are distributed across the 10 maize chromosomes. Genome-wide association analysis with high-density genetic markers reveals that over 60% of the DMRs are not tagged by SNPs, suggesting the presence of unique information in DMRs. Strong associations between DMRs and the expression of many genes are identified in both the leaf and kernel tissues, pointing to the biological significance of methylation variation. Association analysis with 986 metabolic traits suggests that DNA methylation is associated with phenotypic variation of 156 traits. There are some traits that only show significant associations with DMRs and not with SNPs.

CONCLUSIONS

These results suggest that DNA methylation can provide unique information to explain phenotypic variation in maize.

摘要

背景

DNA 甲基化可以提供遗传信息的来源,这些信息有时与遗传变异完全脱钩。然而,这种脱钩的程度以及 DNA 甲基化在塑造基因表达和表型多样性中的作用仍存在争议。在这里,我们在玉米群体水平上研究 DNA 甲基化的遗传基础和生物学功能。

结果

我们对 263 个玉米自交系进行了靶向 DNA 甲基化分析。所有基因型在全局范围内表现出相似的 DNA 甲基化水平,这突出了 DNA 甲基化在玉米发育中的重要性。尽管如此,我们还是在 10 条玉米染色体上发现了超过 16000 个差异甲基化区域(DMR)。利用高密度遗传标记进行全基因组关联分析表明,超过 60%的 DMR 未被 SNP 标记,这表明 DMR 中存在独特的信息。在叶片和籽粒组织中,DMR 与许多基因表达之间存在强烈的关联,这表明了甲基化变异的生物学意义。与 986 个代谢性状的关联分析表明,DNA 甲基化与 156 个性状的表型变异有关。有些性状仅与 DMR 而不是 SNP 显著相关。

结论

这些结果表明,DNA 甲基化可以为玉米的表型变异提供独特的信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1aad/6862797/e126f915759b/13059_2019_1859_Fig1_HTML.jpg

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