Pan-cancer analysis on microRNA-associated gene activationResearch in context

Background: While microRNAs (miRNAs) were widely considered to repress target genes at mRNA and/or protein levels, emerging evidence from in vitro experiments has shown that miRNAs can also activate gene expression in particular contexts. However, this counterintuitive observation has rarely been re...

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Main Authors: Hua Tan, Shan Huang, Zhigang Zhang, Xiaohua Qian, Peiqing Sun, Xiaobo Zhou
Format: Article
Language:English
Published: Elsevier 2019-05-01
Series:EBioMedicine
Online Access:http://www.sciencedirect.com/science/article/pii/S2352396419302270
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spelling doaj-de23540824824042af30415413ed899c2020-11-25T02:00:24ZengElsevierEBioMedicine2352-39642019-05-01438297Pan-cancer analysis on microRNA-associated gene activationResearch in contextHua Tan0Shan Huang1Zhigang Zhang2Xiaohua Qian3Peiqing Sun4Xiaobo Zhou5School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA; Corresponding authors.Department of Cancer Biology, Wake Forest Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC 27157, USASchool of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USAInstitute for Medical Imaging Technology, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, ChinaDepartment of Cancer Biology, Wake Forest Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA; Corresponding authors.School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA; Corresponding authors.Background: While microRNAs (miRNAs) were widely considered to repress target genes at mRNA and/or protein levels, emerging evidence from in vitro experiments has shown that miRNAs can also activate gene expression in particular contexts. However, this counterintuitive observation has rarely been reported or interpreted in in vivo conditions. Methods: We systematically explored the positive correlation between miRNA and gene expressions and its potential implications in tumorigenesis, based on 8375 patient samples across 31 major human cancers from The Cancer Genome Atlas (TCGA). Findings: We found that positive miRNA-gene correlations are surprisingly prevalent and consistent across cancer types, and show distinct patterns than negative correlations. The top-ranked positive correlations are significantly involved in the immune cell differentiation and cell membrane signaling related processes, and display strong power in stratifying patients in terms of survival rate. Although intragenic miRNAs generally tend to co-express with their host genes, a substantial portion of miRNAs shows no obvious correlation with their host gene plausibly due to non-conservation. A miRNA can upregulate a gene by inhibiting its upstream suppressor, or shares transcription factors with that gene, both leading to positive correlation. The miRNA/gene sites associated with the top-ranked positive correlations are more likely to form super-enhancers compared to randomly chosen pairs. Wet-lab experiments revealed that positive correlations partially remain in in vitro condition. Interpretation: Our study brings new insights into the critical role of miRNA in gene regulation and the complex mechanisms underlying miRNA functions, and reveals both biological and clinical significance of miRNA-associated gene activation. Keywords: Pan-cancer miRNA, miRNA activation, Intragenic miRNA, Super-enhancerhttp://www.sciencedirect.com/science/article/pii/S2352396419302270
collection DOAJ
language English
format Article
sources DOAJ
author Hua Tan
Shan Huang
Zhigang Zhang
Xiaohua Qian
Peiqing Sun
Xiaobo Zhou
spellingShingle Hua Tan
Shan Huang
Zhigang Zhang
Xiaohua Qian
Peiqing Sun
Xiaobo Zhou
Pan-cancer analysis on microRNA-associated gene activationResearch in context
EBioMedicine
author_facet Hua Tan
Shan Huang
Zhigang Zhang
Xiaohua Qian
Peiqing Sun
Xiaobo Zhou
author_sort Hua Tan
title Pan-cancer analysis on microRNA-associated gene activationResearch in context
title_short Pan-cancer analysis on microRNA-associated gene activationResearch in context
title_full Pan-cancer analysis on microRNA-associated gene activationResearch in context
title_fullStr Pan-cancer analysis on microRNA-associated gene activationResearch in context
title_full_unstemmed Pan-cancer analysis on microRNA-associated gene activationResearch in context
title_sort pan-cancer analysis on microrna-associated gene activationresearch in context
publisher Elsevier
series EBioMedicine
issn 2352-3964
publishDate 2019-05-01
description Background: While microRNAs (miRNAs) were widely considered to repress target genes at mRNA and/or protein levels, emerging evidence from in vitro experiments has shown that miRNAs can also activate gene expression in particular contexts. However, this counterintuitive observation has rarely been reported or interpreted in in vivo conditions. Methods: We systematically explored the positive correlation between miRNA and gene expressions and its potential implications in tumorigenesis, based on 8375 patient samples across 31 major human cancers from The Cancer Genome Atlas (TCGA). Findings: We found that positive miRNA-gene correlations are surprisingly prevalent and consistent across cancer types, and show distinct patterns than negative correlations. The top-ranked positive correlations are significantly involved in the immune cell differentiation and cell membrane signaling related processes, and display strong power in stratifying patients in terms of survival rate. Although intragenic miRNAs generally tend to co-express with their host genes, a substantial portion of miRNAs shows no obvious correlation with their host gene plausibly due to non-conservation. A miRNA can upregulate a gene by inhibiting its upstream suppressor, or shares transcription factors with that gene, both leading to positive correlation. The miRNA/gene sites associated with the top-ranked positive correlations are more likely to form super-enhancers compared to randomly chosen pairs. Wet-lab experiments revealed that positive correlations partially remain in in vitro condition. Interpretation: Our study brings new insights into the critical role of miRNA in gene regulation and the complex mechanisms underlying miRNA functions, and reveals both biological and clinical significance of miRNA-associated gene activation. Keywords: Pan-cancer miRNA, miRNA activation, Intragenic miRNA, Super-enhancer
url http://www.sciencedirect.com/science/article/pii/S2352396419302270
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