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Integrated Characterization of MicroRNA and mRNA Transcriptome in Papillary Thyroid Carcinoma

The incidence rate of papillary thyroid carcinoma (PTC) has rapidly increased in the recent decades, and the microRNA (miRNA) is one of the potential biomarkers in this cancer. Despite good prognosis, certain features such as lymph node metastasis (LNM) and BRAF V600E mutation are associated with a...

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Autores principales: Mohamad Yusof, Azliana, Jamal, Rahman, Muhammad, Rohaizak, Abdullah Suhaimi, Shahrun Niza, Mohamed Rose, Isa, Saidin, Sazuita, Ab Mutalib, Nurul-Syakima
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5911478/
https://www.ncbi.nlm.nih.gov/pubmed/29713312
http://dx.doi.org/10.3389/fendo.2018.00158
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author Mohamad Yusof, Azliana
Jamal, Rahman
Muhammad, Rohaizak
Abdullah Suhaimi, Shahrun Niza
Mohamed Rose, Isa
Saidin, Sazuita
Ab Mutalib, Nurul-Syakima
author_facet Mohamad Yusof, Azliana
Jamal, Rahman
Muhammad, Rohaizak
Abdullah Suhaimi, Shahrun Niza
Mohamed Rose, Isa
Saidin, Sazuita
Ab Mutalib, Nurul-Syakima
author_sort Mohamad Yusof, Azliana
collection PubMed
description The incidence rate of papillary thyroid carcinoma (PTC) has rapidly increased in the recent decades, and the microRNA (miRNA) is one of the potential biomarkers in this cancer. Despite good prognosis, certain features such as lymph node metastasis (LNM) and BRAF V600E mutation are associated with a poor outcome. More than 50% of PTC patients present with LNM and BRAF V600E is the most common mutation identified in this cancer. The molecular mechanisms underlying these features are yet to be elucidated. This study aims to elucidate miRNA–genes interaction networks in PTC with or without LNM and to determine the association of BRAF V600E mutation with miRNAs and genes expression profiles. Next generation sequencing was performed to characterize miRNA and gene expression profiles in 20 fresh frozen tumor and the normal adjacent tissues of PTC with LNM positive (PTC LNM-P) and PTC without LNM (PTC LNN). BRAF V600E was genotyped using Sanger sequencing. Bioinformatics integration and pathway analysis were performed to determine the regulatory networks involved. Based on network analysis, we then investigated the association between miRNA and gene biomarkers, and pathway enrichment analysis was performed to study the role of candidate biomarkers. We identified 138 and 43 significantly deregulated miRNAs (adjusted p value < 0.05; log2 fold change ≤ −1.0 or ≥1.0) in PTC LNM-P and PTC LNN compared to adjacent normal tissues, respectively. Ninety-six miRNAs had significant expression ratios of 3p-to-5p in PTC LNM-P as compared to PTC LNN. In addition, ribosomal RNA-reduced RNA sequencing analysis revealed 699 significantly deregulated genes in PTC LNM-P versus normal adjacent tissues, 1,362 genes in PTC LNN versus normal adjacent tissue, and 1,576 genes in PTC LNM-P versus PTC LNN. We provide the evidence of miRNA and gene interactions, which are involved in LNM of papillary thyroid cancer. These findings may lead to better understanding of carcinogenesis and metastasis processes. This study also complements the existing knowledge about deregulated miRNAs in papillary thyroid carcinoma development.
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spelling pubmed-59114782018-04-30 Integrated Characterization of MicroRNA and mRNA Transcriptome in Papillary Thyroid Carcinoma Mohamad Yusof, Azliana Jamal, Rahman Muhammad, Rohaizak Abdullah Suhaimi, Shahrun Niza Mohamed Rose, Isa Saidin, Sazuita Ab Mutalib, Nurul-Syakima Front Endocrinol (Lausanne) Endocrinology The incidence rate of papillary thyroid carcinoma (PTC) has rapidly increased in the recent decades, and the microRNA (miRNA) is one of the potential biomarkers in this cancer. Despite good prognosis, certain features such as lymph node metastasis (LNM) and BRAF V600E mutation are associated with a poor outcome. More than 50% of PTC patients present with LNM and BRAF V600E is the most common mutation identified in this cancer. The molecular mechanisms underlying these features are yet to be elucidated. This study aims to elucidate miRNA–genes interaction networks in PTC with or without LNM and to determine the association of BRAF V600E mutation with miRNAs and genes expression profiles. Next generation sequencing was performed to characterize miRNA and gene expression profiles in 20 fresh frozen tumor and the normal adjacent tissues of PTC with LNM positive (PTC LNM-P) and PTC without LNM (PTC LNN). BRAF V600E was genotyped using Sanger sequencing. Bioinformatics integration and pathway analysis were performed to determine the regulatory networks involved. Based on network analysis, we then investigated the association between miRNA and gene biomarkers, and pathway enrichment analysis was performed to study the role of candidate biomarkers. We identified 138 and 43 significantly deregulated miRNAs (adjusted p value < 0.05; log2 fold change ≤ −1.0 or ≥1.0) in PTC LNM-P and PTC LNN compared to adjacent normal tissues, respectively. Ninety-six miRNAs had significant expression ratios of 3p-to-5p in PTC LNM-P as compared to PTC LNN. In addition, ribosomal RNA-reduced RNA sequencing analysis revealed 699 significantly deregulated genes in PTC LNM-P versus normal adjacent tissues, 1,362 genes in PTC LNN versus normal adjacent tissue, and 1,576 genes in PTC LNM-P versus PTC LNN. We provide the evidence of miRNA and gene interactions, which are involved in LNM of papillary thyroid cancer. These findings may lead to better understanding of carcinogenesis and metastasis processes. This study also complements the existing knowledge about deregulated miRNAs in papillary thyroid carcinoma development. Frontiers Media S.A. 2018-04-16 /pmc/articles/PMC5911478/ /pubmed/29713312 http://dx.doi.org/10.3389/fendo.2018.00158 Text en Copyright © 2018 Mohamad Yusof, Jamal, Muhammad, Abdullah Suhaimi, Mohamed Rose, Saidin and Ab Mutalib. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Endocrinology
Mohamad Yusof, Azliana
Jamal, Rahman
Muhammad, Rohaizak
Abdullah Suhaimi, Shahrun Niza
Mohamed Rose, Isa
Saidin, Sazuita
Ab Mutalib, Nurul-Syakima
Integrated Characterization of MicroRNA and mRNA Transcriptome in Papillary Thyroid Carcinoma
title Integrated Characterization of MicroRNA and mRNA Transcriptome in Papillary Thyroid Carcinoma
title_full Integrated Characterization of MicroRNA and mRNA Transcriptome in Papillary Thyroid Carcinoma
title_fullStr Integrated Characterization of MicroRNA and mRNA Transcriptome in Papillary Thyroid Carcinoma
title_full_unstemmed Integrated Characterization of MicroRNA and mRNA Transcriptome in Papillary Thyroid Carcinoma
title_short Integrated Characterization of MicroRNA and mRNA Transcriptome in Papillary Thyroid Carcinoma
title_sort integrated characterization of microrna and mrna transcriptome in papillary thyroid carcinoma
topic Endocrinology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5911478/
https://www.ncbi.nlm.nih.gov/pubmed/29713312
http://dx.doi.org/10.3389/fendo.2018.00158
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