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Identification of miRNA–mRNA–TFs regulatory network and crucial pathways involved in asthma through advanced systems biology approaches

Asthma is a life-threatening and chronic inflammatory lung disease that is posing a true global health challenge. The genetic basis of the disease is fairly well examined. However, the molecular crosstalk between microRNAs (miRNAs), target genes, and transcription factors (TFs) networks and their co...

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Autores principales: Shaik, Noor Ahmad, Nasser, Khalidah, Mohammed, Arif, Mujalli, Abdulrahman, Obaid, Ahmad A., El‐Harouni, Ashraf A., Elango, Ramu, Banaganapalli, Babajan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9584516/
https://www.ncbi.nlm.nih.gov/pubmed/36264868
http://dx.doi.org/10.1371/journal.pone.0271262
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author Shaik, Noor Ahmad
Nasser, Khalidah
Mohammed, Arif
Mujalli, Abdulrahman
Obaid, Ahmad A.
El‐Harouni, Ashraf A.
Elango, Ramu
Banaganapalli, Babajan
author_facet Shaik, Noor Ahmad
Nasser, Khalidah
Mohammed, Arif
Mujalli, Abdulrahman
Obaid, Ahmad A.
El‐Harouni, Ashraf A.
Elango, Ramu
Banaganapalli, Babajan
author_sort Shaik, Noor Ahmad
collection PubMed
description Asthma is a life-threatening and chronic inflammatory lung disease that is posing a true global health challenge. The genetic basis of the disease is fairly well examined. However, the molecular crosstalk between microRNAs (miRNAs), target genes, and transcription factors (TFs) networks and their contribution to disease pathogenesis and progression is not well explored. Therefore, this study was aimed at dissecting the molecular network between mRNAs, miRNAs, and TFs using robust computational biology approaches. The transcriptomic data of bronchial epithelial cells of severe asthma patients and healthy controls was studied by different systems biology approaches like differentially expressed gene detection, functional enrichment, miRNA-target gene pairing, and mRNA-miRNA-TF molecular networking. We detected the differential expression of 1703 (673 up-and 1030 down-regulated) genes and 71 (41 up-and 30 down-regulated) miRNAs in the bronchial epithelial cells of asthma patients. The DEGs were found to be enriched in key pathways like IL-17 signaling (KEGG: 04657), Th1 and Th2 cell differentiation (KEGG: 04658), and the Th17 cell differentiation (KEGG: 04659) (p-values = 0.001). The results from miRNAs-target gene pairs-transcription factors (TFs) have detected the key roles of 3 miRs (miR-181a-2-3p; miR-203a-3p; miR-335-5p), 6 TFs (TFAM, FOXO1, GFI1, IRF2, SOX9, and HLF) and 32 miRNA target genes in eliciting autoimmune reactions in bronchial epithelial cells of the respiratory tract. Through systemic implementation of comprehensive system biology tools, this study has identified key miRNAs, TFs, and miRNA target gene pairs as potential tissue-based asthma biomarkers.
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spelling pubmed-95845162022-10-21 Identification of miRNA–mRNA–TFs regulatory network and crucial pathways involved in asthma through advanced systems biology approaches Shaik, Noor Ahmad Nasser, Khalidah Mohammed, Arif Mujalli, Abdulrahman Obaid, Ahmad A. El‐Harouni, Ashraf A. Elango, Ramu Banaganapalli, Babajan PLoS One Research Article Asthma is a life-threatening and chronic inflammatory lung disease that is posing a true global health challenge. The genetic basis of the disease is fairly well examined. However, the molecular crosstalk between microRNAs (miRNAs), target genes, and transcription factors (TFs) networks and their contribution to disease pathogenesis and progression is not well explored. Therefore, this study was aimed at dissecting the molecular network between mRNAs, miRNAs, and TFs using robust computational biology approaches. The transcriptomic data of bronchial epithelial cells of severe asthma patients and healthy controls was studied by different systems biology approaches like differentially expressed gene detection, functional enrichment, miRNA-target gene pairing, and mRNA-miRNA-TF molecular networking. We detected the differential expression of 1703 (673 up-and 1030 down-regulated) genes and 71 (41 up-and 30 down-regulated) miRNAs in the bronchial epithelial cells of asthma patients. The DEGs were found to be enriched in key pathways like IL-17 signaling (KEGG: 04657), Th1 and Th2 cell differentiation (KEGG: 04658), and the Th17 cell differentiation (KEGG: 04659) (p-values = 0.001). The results from miRNAs-target gene pairs-transcription factors (TFs) have detected the key roles of 3 miRs (miR-181a-2-3p; miR-203a-3p; miR-335-5p), 6 TFs (TFAM, FOXO1, GFI1, IRF2, SOX9, and HLF) and 32 miRNA target genes in eliciting autoimmune reactions in bronchial epithelial cells of the respiratory tract. Through systemic implementation of comprehensive system biology tools, this study has identified key miRNAs, TFs, and miRNA target gene pairs as potential tissue-based asthma biomarkers. Public Library of Science 2022-10-20 /pmc/articles/PMC9584516/ /pubmed/36264868 http://dx.doi.org/10.1371/journal.pone.0271262 Text en © 2022 Shaik et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Shaik, Noor Ahmad
Nasser, Khalidah
Mohammed, Arif
Mujalli, Abdulrahman
Obaid, Ahmad A.
El‐Harouni, Ashraf A.
Elango, Ramu
Banaganapalli, Babajan
Identification of miRNA–mRNA–TFs regulatory network and crucial pathways involved in asthma through advanced systems biology approaches
title Identification of miRNA–mRNA–TFs regulatory network and crucial pathways involved in asthma through advanced systems biology approaches
title_full Identification of miRNA–mRNA–TFs regulatory network and crucial pathways involved in asthma through advanced systems biology approaches
title_fullStr Identification of miRNA–mRNA–TFs regulatory network and crucial pathways involved in asthma through advanced systems biology approaches
title_full_unstemmed Identification of miRNA–mRNA–TFs regulatory network and crucial pathways involved in asthma through advanced systems biology approaches
title_short Identification of miRNA–mRNA–TFs regulatory network and crucial pathways involved in asthma through advanced systems biology approaches
title_sort identification of mirna–mrna–tfs regulatory network and crucial pathways involved in asthma through advanced systems biology approaches
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9584516/
https://www.ncbi.nlm.nih.gov/pubmed/36264868
http://dx.doi.org/10.1371/journal.pone.0271262
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