Department of Ecology and Evolutionary Biology, University of California, Irvine, California 92617, USA.
Department of Ecology and Evolutionary Biology, University of California, Davis, California 95616, USA.
Genome Res. 2023 Dec 1;33(11):1932-1946. doi: 10.1101/gr.277459.122.
RNA molecules carry information in their primary sequence and also their secondary structure. Secondary structure can confer important functional information, but it is also a signal for an RNAi-like host epigenetic response mediated by small RNAs (smRNAs). In this study, we used two bioinformatic methods to predict local secondary structures across features of the maize genome, focusing on small regions that had similar folding properties to pre-miRNA loci. We found miRNA-like secondary structures to be common in genes and most, but not all, superfamilies of RNA and DNA transposable elements (TEs). The miRNA-like regions map to a higher diversity of smRNAs than regions without miRNA-like structure, explaining up to 27% of variation in smRNA mapping for some TE superfamilies. This mapping bias is more pronounced among putatively autonomous TEs relative to nonautonomous TEs. Genome-wide, miRNA-like regions are also associated with elevated methylation levels, particularly in the CHH context. Among genes, those with miRNA-like secondary structure are 1.5-fold more highly expressed, on average, than other genes. However, these genes are also more variably expressed across the 26 nested association mapping founder lines, and this variability positively correlates with the number of mapping smRNAs. We conclude that local miRNA-like structures are a nearly ubiquitous feature of expressed regions of the maize genome, that they correlate with higher smRNA mapping and methylation, and that they may represent a trade-off between functional requirements and the potentially negative consequences of smRNA production.
RNA 分子在其一级序列和二级结构中携带信息。二级结构可以提供重要的功能信息,但它也是 RNAi 样宿主表观遗传反应的信号,该反应由小 RNA(smRNA)介导。在这项研究中,我们使用两种生物信息学方法来预测玉米基因组特征上的局部二级结构,重点关注具有与 pre-miRNA 基因座相似折叠特性的小区域。我们发现 miRNA 样二级结构在基因和大多数(但不是全部)RNA 和 DNA 转座元件(TE)的超家族中很常见。miRNA 样区域映射到比没有 miRNA 样结构的区域更多样的 smRNA,这可以解释某些 TE 超家族中 smRNA 映射变化的高达 27%。与非自主 TEs 相比,这种映射偏差在假定自主 TEs 中更为明显。在全基因组范围内,miRNA 样区域也与甲基化水平升高相关,尤其是在 CHH 背景下。在基因中,具有 miRNA 样二级结构的基因平均比其他基因表达水平高出 1.5 倍。然而,这些基因在 26 个嵌套关联作图创始人系中也表现出更高的变异性,这种变异性与映射 smRNA 的数量呈正相关。我们得出结论,局部 miRNA 样结构是玉米基因组表达区域的几乎普遍特征,它们与更高的 smRNA 映射和甲基化相关,并且它们可能代表功能需求和 smRNA 产生的潜在负面影响之间的权衡。