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Identification of key regulators in Sarcoidosis through multidimensional systems biological approach

Sarcoidosis is a multi-organ disorder where immunology, genetic and environmental factors play a key role in causing Sarcoidosis, but its molecular mechanism remains unclear. Identification of its genetics profiling that regulates the Sarcoidosis network will be one of the main challenges to underst...

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Autores principales: Tazyeen, Safia, Ahmed, Mohd Murshad, Farooqui, Anam, Alam, Aftab, Malik, Md. Zubbair, Saeed, Mohd, Ahmad, Irfan, Abohashrh, Mohammed, Singh, R. K. Brojen, Ishrat, Romana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8786862/
https://www.ncbi.nlm.nih.gov/pubmed/35075176
http://dx.doi.org/10.1038/s41598-022-05129-7
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author Tazyeen, Safia
Ahmed, Mohd Murshad
Farooqui, Anam
Alam, Aftab
Malik, Md. Zubbair
Saeed, Mohd
Ahmad, Irfan
Abohashrh, Mohammed
Singh, R. K. Brojen
Ishrat, Romana
author_facet Tazyeen, Safia
Ahmed, Mohd Murshad
Farooqui, Anam
Alam, Aftab
Malik, Md. Zubbair
Saeed, Mohd
Ahmad, Irfan
Abohashrh, Mohammed
Singh, R. K. Brojen
Ishrat, Romana
author_sort Tazyeen, Safia
collection PubMed
description Sarcoidosis is a multi-organ disorder where immunology, genetic and environmental factors play a key role in causing Sarcoidosis, but its molecular mechanism remains unclear. Identification of its genetics profiling that regulates the Sarcoidosis network will be one of the main challenges to understand its aetiology. We have identified differentially expressed genes (DEGs) by analyzing the gene expression profiling of Sarcoidosis and compared it with healthy control. Gene set enrichment analysis showed that these DEGs were mainly enriched in the inflammatory response, immune system, and pathways in cancer. Sarcoidosis protein interaction network was constructed by a total of 877 DEGs (up-down) and calculated its network topological properties, which follow hierarchical scale-free fractal nature up to six levels of the organization. We identified a large number of leading hubs that contain six key regulators (KRs) including ICOS, CTLA4, FLT3LG, CD33, GPR29 and ITGA4 are deeply rooted in the network from top to bottom, considering a backbone of the network. We identified the transcriptional factors (TFs) which are closely interacted with KRs. These genes and their TFs regulating the Sarcoidosis network are expected to be the main target for the therapeutic approaches and potential biomarkers. However, experimental validations of KRs needed to confirm their efficacy.
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spelling pubmed-87868622022-01-25 Identification of key regulators in Sarcoidosis through multidimensional systems biological approach Tazyeen, Safia Ahmed, Mohd Murshad Farooqui, Anam Alam, Aftab Malik, Md. Zubbair Saeed, Mohd Ahmad, Irfan Abohashrh, Mohammed Singh, R. K. Brojen Ishrat, Romana Sci Rep Article Sarcoidosis is a multi-organ disorder where immunology, genetic and environmental factors play a key role in causing Sarcoidosis, but its molecular mechanism remains unclear. Identification of its genetics profiling that regulates the Sarcoidosis network will be one of the main challenges to understand its aetiology. We have identified differentially expressed genes (DEGs) by analyzing the gene expression profiling of Sarcoidosis and compared it with healthy control. Gene set enrichment analysis showed that these DEGs were mainly enriched in the inflammatory response, immune system, and pathways in cancer. Sarcoidosis protein interaction network was constructed by a total of 877 DEGs (up-down) and calculated its network topological properties, which follow hierarchical scale-free fractal nature up to six levels of the organization. We identified a large number of leading hubs that contain six key regulators (KRs) including ICOS, CTLA4, FLT3LG, CD33, GPR29 and ITGA4 are deeply rooted in the network from top to bottom, considering a backbone of the network. We identified the transcriptional factors (TFs) which are closely interacted with KRs. These genes and their TFs regulating the Sarcoidosis network are expected to be the main target for the therapeutic approaches and potential biomarkers. However, experimental validations of KRs needed to confirm their efficacy. Nature Publishing Group UK 2022-01-24 /pmc/articles/PMC8786862/ /pubmed/35075176 http://dx.doi.org/10.1038/s41598-022-05129-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Tazyeen, Safia
Ahmed, Mohd Murshad
Farooqui, Anam
Alam, Aftab
Malik, Md. Zubbair
Saeed, Mohd
Ahmad, Irfan
Abohashrh, Mohammed
Singh, R. K. Brojen
Ishrat, Romana
Identification of key regulators in Sarcoidosis through multidimensional systems biological approach
title Identification of key regulators in Sarcoidosis through multidimensional systems biological approach
title_full Identification of key regulators in Sarcoidosis through multidimensional systems biological approach
title_fullStr Identification of key regulators in Sarcoidosis through multidimensional systems biological approach
title_full_unstemmed Identification of key regulators in Sarcoidosis through multidimensional systems biological approach
title_short Identification of key regulators in Sarcoidosis through multidimensional systems biological approach
title_sort identification of key regulators in sarcoidosis through multidimensional systems biological approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8786862/
https://www.ncbi.nlm.nih.gov/pubmed/35075176
http://dx.doi.org/10.1038/s41598-022-05129-7
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