{"title":"Disease-related miRNA mutations are associated with mature miRNA secondary structure changes.","authors":"Javor K Novev,Sebastian E Ahnert","doi":"10.1016/j.bpj.2025.09.049","DOIUrl":null,"url":null,"abstract":"MicroRNAs (miRNAs) are ubiquitous short RNAs regulating gene expression in many organisms, including humans. How the secondary structure (SS) of a mature miRNA affects its regulatory function remains an open question. Here we investigate this question through computational SS predictions of miRNA point mutants. We explore the mutational neighborhoods of miRNAs with association to human diseases, including cancer. We focus on possible SS changes independent of target-site complementarity, by leaving the seed region unchanged. We formulate metrics of the SS differences between such mutants and their wild types (WTs), and test whether disease-associated mutations tend to differ from others in terms of these metrics by comparing our results with the miRNASNP-v3 database. We find that disease-related mutants tend to have a higher probability of being fully unfolded than their WT; this and other SS-related measures are statistically significant at the database level. This is confirmed when we restrict the analysis to the better-validated miRNAs encoded by genes that appear in the manually curated MiRGeneDB database. With the same approach, we identify a subset of individual miRNAs for which SS changes are most likely to be related to disease. These are hsa-miR-1269b, hsa-miR-4537, hsa-miR-4477b, hsa-miR-4641, and hsa-miR-6821-3p; when focussing on the higher-confidence MiRGeneDB miRNAs, we find that hsa-miR-485-5p and hsa-miR-1908-3p are the ones for which SS changes are most likely to be linked to disease. In addition, we show that there are pairs of known miRNA WTs differing only by disease-related point mutations outside the seed region and exhibit very different SS. These pairs include hsa-miR-1269a-hsa-miR-1269b, and hsa-miR-3689a-3p-hsa-miR-3689b-3p.","PeriodicalId":8922,"journal":{"name":"Biophysical journal","volume":"97 1","pages":""},"PeriodicalIF":3.1000,"publicationDate":"2025-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biophysical journal","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1016/j.bpj.2025.09.049","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOPHYSICS","Score":null,"Total":0}
引用次数: 0
Abstract
MicroRNAs (miRNAs) are ubiquitous short RNAs regulating gene expression in many organisms, including humans. How the secondary structure (SS) of a mature miRNA affects its regulatory function remains an open question. Here we investigate this question through computational SS predictions of miRNA point mutants. We explore the mutational neighborhoods of miRNAs with association to human diseases, including cancer. We focus on possible SS changes independent of target-site complementarity, by leaving the seed region unchanged. We formulate metrics of the SS differences between such mutants and their wild types (WTs), and test whether disease-associated mutations tend to differ from others in terms of these metrics by comparing our results with the miRNASNP-v3 database. We find that disease-related mutants tend to have a higher probability of being fully unfolded than their WT; this and other SS-related measures are statistically significant at the database level. This is confirmed when we restrict the analysis to the better-validated miRNAs encoded by genes that appear in the manually curated MiRGeneDB database. With the same approach, we identify a subset of individual miRNAs for which SS changes are most likely to be related to disease. These are hsa-miR-1269b, hsa-miR-4537, hsa-miR-4477b, hsa-miR-4641, and hsa-miR-6821-3p; when focussing on the higher-confidence MiRGeneDB miRNAs, we find that hsa-miR-485-5p and hsa-miR-1908-3p are the ones for which SS changes are most likely to be linked to disease. In addition, we show that there are pairs of known miRNA WTs differing only by disease-related point mutations outside the seed region and exhibit very different SS. These pairs include hsa-miR-1269a-hsa-miR-1269b, and hsa-miR-3689a-3p-hsa-miR-3689b-3p.
期刊介绍:
BJ publishes original articles, letters, and perspectives on important problems in modern biophysics. The papers should be written so as to be of interest to a broad community of biophysicists. BJ welcomes experimental studies that employ quantitative physical approaches for the study of biological systems, including or spanning scales from molecule to whole organism. Experimental studies of a purely descriptive or phenomenological nature, with no theoretical or mechanistic underpinning, are not appropriate for publication in BJ. Theoretical studies should offer new insights into the understanding ofexperimental results or suggest new experimentally testable hypotheses. Articles reporting significant methodological or technological advances, which have potential to open new areas of biophysical investigation, are also suitable for publication in BJ. Papers describing improvements in accuracy or speed of existing methods or extra detail within methods described previously are not suitable for BJ.