A Comprehensive Analysis of Argonaute-CLIP Data Identifies Novel, Conserved and Species-Specific Targets of miR-21 in Human Liver and Hepatocellular Carcinoma

MicroRNAs are ~22 nucleotide RNAs that regulate gene expression at the post-transcriptional level by binding messenger RNA transcripts. miR-21 is described as an oncomiR whose steady-state levels are commonly increased in many malignancies, including hepatocellular carcinoma (HCC). Methods known as...

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Main Authors: Aaron Balasingam Koenig, Juan Martín Barajas, María Jose Guerrero, Kalpana Ghoshal
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:International Journal of Molecular Sciences
Subjects:
HCC
Online Access:http://www.mdpi.com/1422-0067/19/3/851
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spelling doaj-bd3fd58d8233442886b1daa246d095e62020-11-24T22:14:50ZengMDPI AGInternational Journal of Molecular Sciences1422-00672018-03-0119385110.3390/ijms19030851ijms19030851A Comprehensive Analysis of Argonaute-CLIP Data Identifies Novel, Conserved and Species-Specific Targets of miR-21 in Human Liver and Hepatocellular CarcinomaAaron Balasingam Koenig0Juan Martín Barajas1María Jose Guerrero2Kalpana Ghoshal3Department of Pathology, Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USADepartment of Pathology, Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USADepartment of Pathology, Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USADepartment of Pathology, Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USAMicroRNAs are ~22 nucleotide RNAs that regulate gene expression at the post-transcriptional level by binding messenger RNA transcripts. miR-21 is described as an oncomiR whose steady-state levels are commonly increased in many malignancies, including hepatocellular carcinoma (HCC). Methods known as cross-linking and immunoprecipitation of RNA followed by sequencing (CLIP-seq) have enabled transcriptome-wide identification of miRNA interactomes. In our study, we use a publicly available Argonaute-CLIP dataset (GSE97061), which contains nine HCC cases with matched benign livers, to characterize the miR-21 interactome in HCC. Argonaute-CLIP identified 580 miR-21 bound target sites on coding transcripts, of which 332 were located in the coding sequences, 214 in the 3′-untranslated region, and 34 in the 5′-untranslated region, introns, or downstream sequences. We compared the expression of miR-21 targets in 377 patients with liver cancer from the data generated by The Cancer Genome Atlas (TCGA) and found that mRNA levels of 402 miR-21 targets are altered in HCC. Expression of three novel predicted miR-21 targets (CAMSAP1, DDX1 and MARCKSL1) correlated with HCC patient survival. Analysis of RNA-seq data from SK-Hep1 cells treated with a miR-21 antisense oligonucleotide (GSE65892) identified RMND5A, an E3 ubiquitin ligase, as a strong miR-21 candidate target. Collectively, our analysis identified novel miR-21 targets that are likely to play a causal role in hepatocarcinogenesis.http://www.mdpi.com/1422-0067/19/3/851miRNAmiR-21liver cancerHCC
collection DOAJ
language English
format Article
sources DOAJ
author Aaron Balasingam Koenig
Juan Martín Barajas
María Jose Guerrero
Kalpana Ghoshal
spellingShingle Aaron Balasingam Koenig
Juan Martín Barajas
María Jose Guerrero
Kalpana Ghoshal
A Comprehensive Analysis of Argonaute-CLIP Data Identifies Novel, Conserved and Species-Specific Targets of miR-21 in Human Liver and Hepatocellular Carcinoma
International Journal of Molecular Sciences
miRNA
miR-21
liver cancer
HCC
author_facet Aaron Balasingam Koenig
Juan Martín Barajas
María Jose Guerrero
Kalpana Ghoshal
author_sort Aaron Balasingam Koenig
title A Comprehensive Analysis of Argonaute-CLIP Data Identifies Novel, Conserved and Species-Specific Targets of miR-21 in Human Liver and Hepatocellular Carcinoma
title_short A Comprehensive Analysis of Argonaute-CLIP Data Identifies Novel, Conserved and Species-Specific Targets of miR-21 in Human Liver and Hepatocellular Carcinoma
title_full A Comprehensive Analysis of Argonaute-CLIP Data Identifies Novel, Conserved and Species-Specific Targets of miR-21 in Human Liver and Hepatocellular Carcinoma
title_fullStr A Comprehensive Analysis of Argonaute-CLIP Data Identifies Novel, Conserved and Species-Specific Targets of miR-21 in Human Liver and Hepatocellular Carcinoma
title_full_unstemmed A Comprehensive Analysis of Argonaute-CLIP Data Identifies Novel, Conserved and Species-Specific Targets of miR-21 in Human Liver and Hepatocellular Carcinoma
title_sort comprehensive analysis of argonaute-clip data identifies novel, conserved and species-specific targets of mir-21 in human liver and hepatocellular carcinoma
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1422-0067
publishDate 2018-03-01
description MicroRNAs are ~22 nucleotide RNAs that regulate gene expression at the post-transcriptional level by binding messenger RNA transcripts. miR-21 is described as an oncomiR whose steady-state levels are commonly increased in many malignancies, including hepatocellular carcinoma (HCC). Methods known as cross-linking and immunoprecipitation of RNA followed by sequencing (CLIP-seq) have enabled transcriptome-wide identification of miRNA interactomes. In our study, we use a publicly available Argonaute-CLIP dataset (GSE97061), which contains nine HCC cases with matched benign livers, to characterize the miR-21 interactome in HCC. Argonaute-CLIP identified 580 miR-21 bound target sites on coding transcripts, of which 332 were located in the coding sequences, 214 in the 3′-untranslated region, and 34 in the 5′-untranslated region, introns, or downstream sequences. We compared the expression of miR-21 targets in 377 patients with liver cancer from the data generated by The Cancer Genome Atlas (TCGA) and found that mRNA levels of 402 miR-21 targets are altered in HCC. Expression of three novel predicted miR-21 targets (CAMSAP1, DDX1 and MARCKSL1) correlated with HCC patient survival. Analysis of RNA-seq data from SK-Hep1 cells treated with a miR-21 antisense oligonucleotide (GSE65892) identified RMND5A, an E3 ubiquitin ligase, as a strong miR-21 candidate target. Collectively, our analysis identified novel miR-21 targets that are likely to play a causal role in hepatocarcinogenesis.
topic miRNA
miR-21
liver cancer
HCC
url http://www.mdpi.com/1422-0067/19/3/851
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