Cargando…
Gene Expression Meta-Analysis of Potential Shared and Unique Pathways between Autoimmune Diseases under Anti-TNFα Therapy
While anti-TNFα has been established as an effective therapeutic approach for several autoimmune diseases, results from clinical trials have uncovered heterogeneous patients’ response to therapy. Here, we conducted a meta-analysis on the publicly available gene expression cDNA microarray datasets th...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9140437/ https://www.ncbi.nlm.nih.gov/pubmed/35627163 http://dx.doi.org/10.3390/genes13050776 |
_version_ | 1784715095989813248 |
---|---|
author | Antonatos, Charalabos Panoutsopoulou, Mariza Georgakilas, Georgios K. Evangelou, Evangelos Vasilopoulos, Yiannis |
author_facet | Antonatos, Charalabos Panoutsopoulou, Mariza Georgakilas, Georgios K. Evangelou, Evangelos Vasilopoulos, Yiannis |
author_sort | Antonatos, Charalabos |
collection | PubMed |
description | While anti-TNFα has been established as an effective therapeutic approach for several autoimmune diseases, results from clinical trials have uncovered heterogeneous patients’ response to therapy. Here, we conducted a meta-analysis on the publicly available gene expression cDNA microarray datasets that examine the differential expression observed in response to anti-TNFα therapy with psoriasis (PsO), inflammatory bowel disease (IBD) and rheumatoid arthritis (RA). Five disease-specific meta-analyses and a single combined random-effects meta-analysis were performed through the restricted maximum likelihood method. Gene Ontology and Reactome Pathways enrichment analyses were conducted, while interactions between differentially expressed genes (DEGs) were determined with the STRING database. Four IBD, three PsO and two RA datasets were identified and included in our analyses through our search criteria. Disease-specific meta-analyses detected distinct pro-inflammatory down-regulated DEGs for each disease, while pathway analyses identified common inflammatory patterns involved in the pathogenesis of each disease. Combined meta-analyses further revealed DEGs that participate in anti-inflammatory pathways, namely IL-10 signaling. Our analyses provide the framework for a transcriptomic approach in response to anti-TNFα therapy in the above diseases. Elucidation of the complex interactions involved in such multifactorial phenotypes could identify key molecular targets implicated in the pathogenesis of IBD, PsO and RA. |
format | Online Article Text |
id | pubmed-9140437 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-91404372022-05-28 Gene Expression Meta-Analysis of Potential Shared and Unique Pathways between Autoimmune Diseases under Anti-TNFα Therapy Antonatos, Charalabos Panoutsopoulou, Mariza Georgakilas, Georgios K. Evangelou, Evangelos Vasilopoulos, Yiannis Genes (Basel) Article While anti-TNFα has been established as an effective therapeutic approach for several autoimmune diseases, results from clinical trials have uncovered heterogeneous patients’ response to therapy. Here, we conducted a meta-analysis on the publicly available gene expression cDNA microarray datasets that examine the differential expression observed in response to anti-TNFα therapy with psoriasis (PsO), inflammatory bowel disease (IBD) and rheumatoid arthritis (RA). Five disease-specific meta-analyses and a single combined random-effects meta-analysis were performed through the restricted maximum likelihood method. Gene Ontology and Reactome Pathways enrichment analyses were conducted, while interactions between differentially expressed genes (DEGs) were determined with the STRING database. Four IBD, three PsO and two RA datasets were identified and included in our analyses through our search criteria. Disease-specific meta-analyses detected distinct pro-inflammatory down-regulated DEGs for each disease, while pathway analyses identified common inflammatory patterns involved in the pathogenesis of each disease. Combined meta-analyses further revealed DEGs that participate in anti-inflammatory pathways, namely IL-10 signaling. Our analyses provide the framework for a transcriptomic approach in response to anti-TNFα therapy in the above diseases. Elucidation of the complex interactions involved in such multifactorial phenotypes could identify key molecular targets implicated in the pathogenesis of IBD, PsO and RA. MDPI 2022-04-27 /pmc/articles/PMC9140437/ /pubmed/35627163 http://dx.doi.org/10.3390/genes13050776 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Antonatos, Charalabos Panoutsopoulou, Mariza Georgakilas, Georgios K. Evangelou, Evangelos Vasilopoulos, Yiannis Gene Expression Meta-Analysis of Potential Shared and Unique Pathways between Autoimmune Diseases under Anti-TNFα Therapy |
title | Gene Expression Meta-Analysis of Potential Shared and Unique Pathways between Autoimmune Diseases under Anti-TNFα Therapy |
title_full | Gene Expression Meta-Analysis of Potential Shared and Unique Pathways between Autoimmune Diseases under Anti-TNFα Therapy |
title_fullStr | Gene Expression Meta-Analysis of Potential Shared and Unique Pathways between Autoimmune Diseases under Anti-TNFα Therapy |
title_full_unstemmed | Gene Expression Meta-Analysis of Potential Shared and Unique Pathways between Autoimmune Diseases under Anti-TNFα Therapy |
title_short | Gene Expression Meta-Analysis of Potential Shared and Unique Pathways between Autoimmune Diseases under Anti-TNFα Therapy |
title_sort | gene expression meta-analysis of potential shared and unique pathways between autoimmune diseases under anti-tnfα therapy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9140437/ https://www.ncbi.nlm.nih.gov/pubmed/35627163 http://dx.doi.org/10.3390/genes13050776 |
work_keys_str_mv | AT antonatoscharalabos geneexpressionmetaanalysisofpotentialsharedanduniquepathwaysbetweenautoimmunediseasesunderantitnfatherapy AT panoutsopouloumariza geneexpressionmetaanalysisofpotentialsharedanduniquepathwaysbetweenautoimmunediseasesunderantitnfatherapy AT georgakilasgeorgiosk geneexpressionmetaanalysisofpotentialsharedanduniquepathwaysbetweenautoimmunediseasesunderantitnfatherapy AT evangelouevangelos geneexpressionmetaanalysisofpotentialsharedanduniquepathwaysbetweenautoimmunediseasesunderantitnfatherapy AT vasilopoulosyiannis geneexpressionmetaanalysisofpotentialsharedanduniquepathwaysbetweenautoimmunediseasesunderantitnfatherapy |