Correlation Network Analysis Reveals Relationships between MicroRNAs, Transcription Factor T-bet, and Deregulated Cytokine/Chemokine-Receptor Network in Pulmonary Sarcoidosis

Sarcoidosis is an inflammatory granulomatous disease with unknown etiology driven by cytokines and chemokines. There is limited information regarding the regulation of cytokine/chemokine-receptor network in bronchoalveolar lavage (BAL) cells in pulmonary sarcoidosis, suggesting contribution of miRNA...

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Main Authors: Tereza Dyskova, Regina Fillerova, Tomas Novosad, Milos Kudelka, Monika Zurkova, Petr Gajdos, Vitezslav Kolek, Eva Kriegova
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Mediators of Inflammation
Online Access:http://dx.doi.org/10.1155/2015/121378
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spelling doaj-47d999fae9244a3688a1a553eab6408a2020-11-24T23:01:57ZengHindawi LimitedMediators of Inflammation0962-93511466-18612015-01-01201510.1155/2015/121378121378Correlation Network Analysis Reveals Relationships between MicroRNAs, Transcription Factor T-bet, and Deregulated Cytokine/Chemokine-Receptor Network in Pulmonary SarcoidosisTereza Dyskova0Regina Fillerova1Tomas Novosad2Milos Kudelka3Monika Zurkova4Petr Gajdos5Vitezslav Kolek6Eva Kriegova7Department of Immunology, Faculty of Medicine and Dentistry, Palacký University, 77515 Olomouc, Czech RepublicDepartment of Immunology, Faculty of Medicine and Dentistry, Palacký University, 77515 Olomouc, Czech RepublicIT4Innovations National Supercomputing Center and Faculty of Electrical Engineering and Computer Science, Department of Computer Science, VŠB-Technical University of Ostrava, 70800 Ostrava, Czech RepublicIT4Innovations National Supercomputing Center and Faculty of Electrical Engineering and Computer Science, Department of Computer Science, VŠB-Technical University of Ostrava, 70800 Ostrava, Czech RepublicDepartment of Respiratory Diseases, Faculty of Medicine and Dentistry, Palacký University and Faculty Hospital, 77900 Olomouc, Czech RepublicIT4Innovations National Supercomputing Center and Faculty of Electrical Engineering and Computer Science, Department of Computer Science, VŠB-Technical University of Ostrava, 70800 Ostrava, Czech RepublicDepartment of Respiratory Diseases, Faculty of Medicine and Dentistry, Palacký University and Faculty Hospital, 77900 Olomouc, Czech RepublicDepartment of Immunology, Faculty of Medicine and Dentistry, Palacký University, 77515 Olomouc, Czech RepublicSarcoidosis is an inflammatory granulomatous disease with unknown etiology driven by cytokines and chemokines. There is limited information regarding the regulation of cytokine/chemokine-receptor network in bronchoalveolar lavage (BAL) cells in pulmonary sarcoidosis, suggesting contribution of miRNAs and transcription factors. We therefore investigated gene expression of 25 inflammation-related miRNAs, 27 cytokines/chemokines/receptors, and a Th1-transcription factor T-bet in unseparated BAL cells obtained from 48 sarcoidosis patients and 14 control subjects using quantitative RT-PCR. We then examined both miRNA-mRNA expressions to enrich relevant relationships. This first study on miRNAs in sarcoid BAL cells detected deregulation of miR-146a, miR-150, miR-202, miR-204, and miR-222 expression comparing to controls. Subanalysis revealed higher number of miR-155, let-7c transcripts in progressing (n=20) comparing to regressing (n=28) disease as assessed by 2-year follow-up. Correlation network analysis revealed relationships between microRNAs, transcription factor T-bet, and deregulated cytokine/chemokine-receptor network in sarcoid BAL cells. Furthermore, T-bet showed more pronounced regulatory capability to sarcoidosis-associated cytokines/chemokines/receptors than miRNAs, which may function rather as “fine-tuners” of cytokine/chemokine expression. Our correlation network study implies contribution of both microRNAs and Th1-transcription factor T-bet to the regulation of cytokine/chemokine-receptor network in BAL cells in sarcoidosis. Functional studies are needed to confirm biological relevance of the obtained relationships.http://dx.doi.org/10.1155/2015/121378
collection DOAJ
language English
format Article
sources DOAJ
author Tereza Dyskova
Regina Fillerova
Tomas Novosad
Milos Kudelka
Monika Zurkova
Petr Gajdos
Vitezslav Kolek
Eva Kriegova
spellingShingle Tereza Dyskova
Regina Fillerova
Tomas Novosad
Milos Kudelka
Monika Zurkova
Petr Gajdos
Vitezslav Kolek
Eva Kriegova
Correlation Network Analysis Reveals Relationships between MicroRNAs, Transcription Factor T-bet, and Deregulated Cytokine/Chemokine-Receptor Network in Pulmonary Sarcoidosis
Mediators of Inflammation
author_facet Tereza Dyskova
Regina Fillerova
Tomas Novosad
Milos Kudelka
Monika Zurkova
Petr Gajdos
Vitezslav Kolek
Eva Kriegova
author_sort Tereza Dyskova
title Correlation Network Analysis Reveals Relationships between MicroRNAs, Transcription Factor T-bet, and Deregulated Cytokine/Chemokine-Receptor Network in Pulmonary Sarcoidosis
title_short Correlation Network Analysis Reveals Relationships between MicroRNAs, Transcription Factor T-bet, and Deregulated Cytokine/Chemokine-Receptor Network in Pulmonary Sarcoidosis
title_full Correlation Network Analysis Reveals Relationships between MicroRNAs, Transcription Factor T-bet, and Deregulated Cytokine/Chemokine-Receptor Network in Pulmonary Sarcoidosis
title_fullStr Correlation Network Analysis Reveals Relationships between MicroRNAs, Transcription Factor T-bet, and Deregulated Cytokine/Chemokine-Receptor Network in Pulmonary Sarcoidosis
title_full_unstemmed Correlation Network Analysis Reveals Relationships between MicroRNAs, Transcription Factor T-bet, and Deregulated Cytokine/Chemokine-Receptor Network in Pulmonary Sarcoidosis
title_sort correlation network analysis reveals relationships between micrornas, transcription factor t-bet, and deregulated cytokine/chemokine-receptor network in pulmonary sarcoidosis
publisher Hindawi Limited
series Mediators of Inflammation
issn 0962-9351
1466-1861
publishDate 2015-01-01
description Sarcoidosis is an inflammatory granulomatous disease with unknown etiology driven by cytokines and chemokines. There is limited information regarding the regulation of cytokine/chemokine-receptor network in bronchoalveolar lavage (BAL) cells in pulmonary sarcoidosis, suggesting contribution of miRNAs and transcription factors. We therefore investigated gene expression of 25 inflammation-related miRNAs, 27 cytokines/chemokines/receptors, and a Th1-transcription factor T-bet in unseparated BAL cells obtained from 48 sarcoidosis patients and 14 control subjects using quantitative RT-PCR. We then examined both miRNA-mRNA expressions to enrich relevant relationships. This first study on miRNAs in sarcoid BAL cells detected deregulation of miR-146a, miR-150, miR-202, miR-204, and miR-222 expression comparing to controls. Subanalysis revealed higher number of miR-155, let-7c transcripts in progressing (n=20) comparing to regressing (n=28) disease as assessed by 2-year follow-up. Correlation network analysis revealed relationships between microRNAs, transcription factor T-bet, and deregulated cytokine/chemokine-receptor network in sarcoid BAL cells. Furthermore, T-bet showed more pronounced regulatory capability to sarcoidosis-associated cytokines/chemokines/receptors than miRNAs, which may function rather as “fine-tuners” of cytokine/chemokine expression. Our correlation network study implies contribution of both microRNAs and Th1-transcription factor T-bet to the regulation of cytokine/chemokine-receptor network in BAL cells in sarcoidosis. Functional studies are needed to confirm biological relevance of the obtained relationships.
url http://dx.doi.org/10.1155/2015/121378
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