Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
Department of Oncology, Livestrong Cancer Institutes, Dell Medical School, The University of Texas at Austin, Austin, TX 78712, USA.
Brief Bioinform. 2021 Sep 2;22(5). doi: 10.1093/bib/bbab091.
MicroRNA (miRNA) is not a single sequence, but a series of multiple variants (also termed isomiRs) with sequence and expression heterogeneity. Whether and how these isoforms contribute to functional variation and complexity at the systems and network levels remain largely unknown. To explore this question systematically, we comprehensively analyzed the expression of small RNAs and their target sites to interrogate functional variations between novel isomiRs and their canonical miRNA sequences. Our analyses of the pan-cancer landscape of miRNA expression indicate that multiple isomiRs generated from the same miRNA locus often exhibit remarkable variation in their sequence, expression and function. We interrogated abundant and differentially expressed 5' isomiRs with novel seed sequences via seed shifting and identified many potential novel targets of these 5' isomiRs that would expand interaction capabilities between small RNAs and mRNAs, rewiring regulatory networks and increasing signaling circuit complexity. Further analyses revealed that some miRNA loci might generate diverse dominant isomiRs that often involved isomiRs with varied seeds and arm-switching, suggesting a selective advantage of multiple isomiRs in regulating gene expression. Finally, experimental validation indicated that isomiRs with shifted seed sequences could regulate novel target mRNAs and therefore contribute to regulatory network rewiring. Our analysis uncovers a widespread expansion of isomiR and mRNA interaction networks compared with those seen in canonical small RNA analysis; this expansion suggests global gene regulation network perturbations by alternative small RNA variants or isoforms. Taken together, the variations in isomiRs that occur during miRNA processing and maturation are likely to play a far more complex and plastic role in gene regulation than previously anticipated.
微小 RNA (miRNA) 不是单一序列,而是一系列具有序列和表达异质性的多种变体(也称为 isomiRs)。这些异构体是否以及如何在系统和网络水平上促进功能变异和复杂性在很大程度上仍然未知。为了系统地探索这个问题,我们全面分析了小 RNA 的表达及其靶位点,以研究新的 isomiRs 与其经典 miRNA 序列之间的功能差异。我们对 miRNA 表达的泛癌景观的分析表明,来自同一 miRNA 基因座的多个 isomiRs 通常在其序列、表达和功能上表现出显著的差异。我们通过种子移位分析了大量丰富且差异表达的 5' isomiRs 具有新的种子序列,并鉴定了这些 5' isomiRs 的许多潜在新靶标,这些靶标可以扩展小 RNA 和 mRNA 之间的相互作用能力,重新布线调控网络并增加信号转导电路的复杂性。进一步的分析表明,一些 miRNA 基因座可能产生多种优势的主导 isomiRs,这些 isomiRs 通常涉及具有不同种子和臂切换的 isomiRs,表明多种 isomiRs 在调节基因表达方面具有选择优势。最后,实验验证表明,具有移位种子序列的 isomiRs 可以调控新的靶标 mRNA,从而有助于调控网络的重新布线。与经典小 RNA 分析相比,我们的分析揭示了 miRNA 加工和成熟过程中 isomiR 和 mRNA 相互作用网络的广泛扩展;这种扩展表明替代小 RNA 变体或异构体可能对全局基因调控网络产生干扰。总的来说,miRNA 加工和成熟过程中发生的 isomiR 变化可能在基因调控中发挥比预期更为复杂和灵活的作用。