4.7 Article

The microRNA target site landscape is a novel molecular feature associating alternative polyadenylation with immune evasion activity in breast cancer

期刊

BRIEFINGS IN BIOINFORMATICS
卷 22, 期 3, 页码 -

出版社

OXFORD UNIV PRESS
DOI: 10.1093/bib/bbaa191

关键词

cancer; microRNA; posttranscriptional regulation; tumor heterogeneity

资金

  1. National Institutes of Health [UL1TR001857]
  2. University of Pittsburgh, Department of Human Genetics startup funding [P30CA047904]
  3. University of Pittsburgh, Department of Human Genetics - Joan Gollin Gaines Cancer Research Fund,
  4. UPMC Hillman Cancer Center Biostatistics Shared Resource [P30CA047904]

向作者/读者索取更多资源

The study utilizes the PRIMATA-APA method to analyze TCGA breast cancer data, revealing that global APA events can alter the number of target sites for specific miRNAs enriched in cancer development and treatment. The knockdown of NUDT21 in HeLa cells shows that APA events can change the target sites of common tamoMiRNAs. The findings suggest that APA-induced tumorigenesis is attributed to changes in miRNA target sites rather than the APA events themselves.
Alternative polyadenylation (APA) in breast tumor samples results in the removal/addition of cis-regulatory elements such as microRNA (miRNA) target sites in the 3'-untranslated region (3'-UTRs) of genes. Although previous computational APA studies focused on a subset of genes strongly affected by APA (APA genes), we identify miRNAs of which widespread APA events collectively increase or decrease the number of target sites [probabilistic inference of microRNA target site modification through APA (PRIMATA-APA)]. Using PRIMATA-APA on the cancer genome atlas (TCGA) breast cancer data, we found that the global APA events change the number of the target sites of particular microRNAs [target sites modified miRNA (tamoMiRNA)] enriched for cancer development and treatments. We also found that when knockdown (KD) of NUDT21 in HeLa cells induces a different set of widespread 3'-UTR shortening than TCGA breast cancer data, it changes the target sites of the common tamoMiRNAs. Since the NUDT21 KD experiment previously demonstrated the tumorigenic role of APA events in a miRNA dependent fashion, this result suggests that the APA-initiated tumorigenesis is attributable to the miRNA target site changes, not the APA events themselves. Further, we found that the miRNA target site changes identify tumor cell proliferation and immune cell infiltration to the tumor microenvironment better than the miRNA expression levels or the APA events themselves. Altogether, our computational analyses provide a proof-of-concept demonstration that the miRNA target site information indicates the effect of global APA events with a potential as predictive biomarker.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据