Cargando…

Gene Expression Analysis Reveals Novel Shared Gene Signatures and Candidate Molecular Mechanisms between Pemphigus and Systemic Lupus Erythematosus in CD4(+) T Cells

Pemphigus and systemic lupus erythematosus (SLE) are severe potentially life-threatening autoimmune diseases. They are classified as B-cell-mediated autoimmune diseases, both depending on autoreactive CD4(+) T lymphocytes to modulate the autoimmune B-cell response. Despite the reported association o...

Descripción completa

Detalles Bibliográficos
Autores principales: Sezin, Tanya, Vorobyev, Artem, Sadik, Christian D., Zillikens, Detlef, Gupta, Yask, Ludwig, Ralf J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5776326/
https://www.ncbi.nlm.nih.gov/pubmed/29387060
http://dx.doi.org/10.3389/fimmu.2017.01992
_version_ 1783294063117598720
author Sezin, Tanya
Vorobyev, Artem
Sadik, Christian D.
Zillikens, Detlef
Gupta, Yask
Ludwig, Ralf J.
author_facet Sezin, Tanya
Vorobyev, Artem
Sadik, Christian D.
Zillikens, Detlef
Gupta, Yask
Ludwig, Ralf J.
author_sort Sezin, Tanya
collection PubMed
description Pemphigus and systemic lupus erythematosus (SLE) are severe potentially life-threatening autoimmune diseases. They are classified as B-cell-mediated autoimmune diseases, both depending on autoreactive CD4(+) T lymphocytes to modulate the autoimmune B-cell response. Despite the reported association of pemphigus and SLE, the molecular mechanisms underlying their comorbidity remain unknown. Weighted gene co-expression network analysis (WGCNA) of publicly available microarray datasets of CD4(+) T cells was performed, to identify shared gene expression signatures and putative overlapping biological molecular mechanisms between pemphigus and SLE. Using WGCNA, we identified 3,280 genes co-expressed genes and 14 co-expressed gene clusters, from which one was significantly upregulated for both diseases. The pathways associated with this module include type-1 interferon gamma and defense response to viruses. Network-based meta-analysis identified RSAD2 to be the most highly ranked hub gene. By associating the modular genes with genome-wide association studies (GWASs) for pemphigus and SLE, we characterized IRF8 and STAT1 as key regulatory genes. Collectively, in this in silico study, we identify novel candidate genetic markers and pathways in CD4(+) T cells that are shared between pemphigus and SLE, which in turn may facilitate the identification of novel therapeutic targets in these diseases.
format Online
Article
Text
id pubmed-5776326
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-57763262018-01-31 Gene Expression Analysis Reveals Novel Shared Gene Signatures and Candidate Molecular Mechanisms between Pemphigus and Systemic Lupus Erythematosus in CD4(+) T Cells Sezin, Tanya Vorobyev, Artem Sadik, Christian D. Zillikens, Detlef Gupta, Yask Ludwig, Ralf J. Front Immunol Immunology Pemphigus and systemic lupus erythematosus (SLE) are severe potentially life-threatening autoimmune diseases. They are classified as B-cell-mediated autoimmune diseases, both depending on autoreactive CD4(+) T lymphocytes to modulate the autoimmune B-cell response. Despite the reported association of pemphigus and SLE, the molecular mechanisms underlying their comorbidity remain unknown. Weighted gene co-expression network analysis (WGCNA) of publicly available microarray datasets of CD4(+) T cells was performed, to identify shared gene expression signatures and putative overlapping biological molecular mechanisms between pemphigus and SLE. Using WGCNA, we identified 3,280 genes co-expressed genes and 14 co-expressed gene clusters, from which one was significantly upregulated for both diseases. The pathways associated with this module include type-1 interferon gamma and defense response to viruses. Network-based meta-analysis identified RSAD2 to be the most highly ranked hub gene. By associating the modular genes with genome-wide association studies (GWASs) for pemphigus and SLE, we characterized IRF8 and STAT1 as key regulatory genes. Collectively, in this in silico study, we identify novel candidate genetic markers and pathways in CD4(+) T cells that are shared between pemphigus and SLE, which in turn may facilitate the identification of novel therapeutic targets in these diseases. Frontiers Media S.A. 2018-01-17 /pmc/articles/PMC5776326/ /pubmed/29387060 http://dx.doi.org/10.3389/fimmu.2017.01992 Text en Copyright © 2018 Sezin, Vorobyev, Sadik, Zillikens, Gupta and Ludwig. http://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) or licensor 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 Immunology
Sezin, Tanya
Vorobyev, Artem
Sadik, Christian D.
Zillikens, Detlef
Gupta, Yask
Ludwig, Ralf J.
Gene Expression Analysis Reveals Novel Shared Gene Signatures and Candidate Molecular Mechanisms between Pemphigus and Systemic Lupus Erythematosus in CD4(+) T Cells
title Gene Expression Analysis Reveals Novel Shared Gene Signatures and Candidate Molecular Mechanisms between Pemphigus and Systemic Lupus Erythematosus in CD4(+) T Cells
title_full Gene Expression Analysis Reveals Novel Shared Gene Signatures and Candidate Molecular Mechanisms between Pemphigus and Systemic Lupus Erythematosus in CD4(+) T Cells
title_fullStr Gene Expression Analysis Reveals Novel Shared Gene Signatures and Candidate Molecular Mechanisms between Pemphigus and Systemic Lupus Erythematosus in CD4(+) T Cells
title_full_unstemmed Gene Expression Analysis Reveals Novel Shared Gene Signatures and Candidate Molecular Mechanisms between Pemphigus and Systemic Lupus Erythematosus in CD4(+) T Cells
title_short Gene Expression Analysis Reveals Novel Shared Gene Signatures and Candidate Molecular Mechanisms between Pemphigus and Systemic Lupus Erythematosus in CD4(+) T Cells
title_sort gene expression analysis reveals novel shared gene signatures and candidate molecular mechanisms between pemphigus and systemic lupus erythematosus in cd4(+) t cells
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5776326/
https://www.ncbi.nlm.nih.gov/pubmed/29387060
http://dx.doi.org/10.3389/fimmu.2017.01992
work_keys_str_mv AT sezintanya geneexpressionanalysisrevealsnovelsharedgenesignaturesandcandidatemolecularmechanismsbetweenpemphigusandsystemiclupuserythematosusincd4tcells
AT vorobyevartem geneexpressionanalysisrevealsnovelsharedgenesignaturesandcandidatemolecularmechanismsbetweenpemphigusandsystemiclupuserythematosusincd4tcells
AT sadikchristiand geneexpressionanalysisrevealsnovelsharedgenesignaturesandcandidatemolecularmechanismsbetweenpemphigusandsystemiclupuserythematosusincd4tcells
AT zillikensdetlef geneexpressionanalysisrevealsnovelsharedgenesignaturesandcandidatemolecularmechanismsbetweenpemphigusandsystemiclupuserythematosusincd4tcells
AT guptayask geneexpressionanalysisrevealsnovelsharedgenesignaturesandcandidatemolecularmechanismsbetweenpemphigusandsystemiclupuserythematosusincd4tcells
AT ludwigralfj geneexpressionanalysisrevealsnovelsharedgenesignaturesandcandidatemolecularmechanismsbetweenpemphigusandsystemiclupuserythematosusincd4tcells