Multicancer analyses of short tandem repeat variations reveal shared gene regulatory mechanisms.

IF 6.8 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS
Feifei Xia, Max Adriaan Verbiest, Oxana Lundström, Tugce Bilgin Sonay, Michael Baudis, Maria Anisimova
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Abstract

Short tandem repeats (STRs) have been reported to influence gene expression across various human tissues. While STR variations are enriched in colorectal, stomach, and endometrial cancers, particularly in microsatellite instable tumors, their functional effects and regulatory mechanisms on gene expression remain poorly understood across these cancer types. Here, we leverage whole-exome sequencing and gene expression data to identify STRs for which repeat lengths are associated with the expression of nearby genes (eSTRs) in colorectal, stomach, and endometrial tumors. While most eSTRs are cancer-specific, shared eSTRs across multiple cancers exhibit consistent effects on gene expression. Notably, coding-region eSTRs identified in all three cancer types show positive correlations with nearby gene expression. We further validate the functional effects of eSTRs by demonstrating associations between somatic eSTR mutations and gene expression changes during the transition from normal to tumor tissues, suggesting their potential roles in tumorigenesis. Combined with DNA methylation data, we perform the first quantitative analysis of the interplay between STR variations and DNA methylation in tumors. We identify eSTRs where repeat lengths are associated with methylation levels of nearby CpG sites (meSTRs) and show that >70% of eSTRs are significantly linked to local DNA methylation. Importantly, the effects of meSTRs on DNA methylation remain consistent across cancer types. Overall, our findings enhance the understanding of how functional STR variations influence gene expression and DNA methylation. Our study highlights shared regulatory mechanisms of STRs across multiple cancers, offering a foundation for future research into their broader implications in tumor biology.

短串联重复序列变异的多癌分析揭示了共享的基因调控机制。
据报道,短串联重复序列(STRs)影响各种人体组织的基因表达。虽然STR变异在结直肠癌、胃癌和子宫内膜癌中富集,特别是在微卫星不稳定肿瘤中,但它们在这些癌症类型中对基因表达的功能影响和调控机制仍知之甚少。在这里,我们利用全外显子组测序和基因表达数据来鉴定重复长度与结直肠、胃和子宫内膜肿瘤中邻近基因(eSTRs)表达相关的STRs。虽然大多数雌激素受体是癌症特异性的,但多种癌症之间共享的雌激素受体对基因表达的影响是一致的。值得注意的是,在所有三种癌症类型中发现的编码区eSTRs与附近基因表达呈正相关。我们进一步验证了eSTR的功能作用,证明了体细胞eSTR突变与从正常组织向肿瘤组织转变过程中基因表达变化之间的关联,表明它们在肿瘤发生中的潜在作用。结合DNA甲基化数据,我们首次对肿瘤中STR变异与DNA甲基化之间的相互作用进行了定量分析。我们确定了重复长度与附近CpG位点(meSTRs)甲基化水平相关的eSTRs,并表明bb0 - 70%的eSTRs与局部DNA甲基化显著相关。重要的是,meSTRs对DNA甲基化的影响在不同类型的癌症中保持一致。总的来说,我们的研究结果增强了对功能性STR变异如何影响基因表达和DNA甲基化的理解。我们的研究强调了STRs在多种癌症中的共同调控机制,为未来研究其在肿瘤生物学中的更广泛意义奠定了基础。
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来源期刊
Briefings in bioinformatics
Briefings in bioinformatics 生物-生化研究方法
CiteScore
13.20
自引率
13.70%
发文量
549
审稿时长
6 months
期刊介绍: Briefings in Bioinformatics is an international journal serving as a platform for researchers and educators in the life sciences. It also appeals to mathematicians, statisticians, and computer scientists applying their expertise to biological challenges. The journal focuses on reviews tailored for users of databases and analytical tools in contemporary genetics, molecular and systems biology. It stands out by offering practical assistance and guidance to non-specialists in computerized methodologies. Covering a wide range from introductory concepts to specific protocols and analyses, the papers address bacterial, plant, fungal, animal, and human data. The journal's detailed subject areas include genetic studies of phenotypes and genotypes, mapping, DNA sequencing, expression profiling, gene expression studies, microarrays, alignment methods, protein profiles and HMMs, lipids, metabolic and signaling pathways, structure determination and function prediction, phylogenetic studies, and education and training.
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