Understanding allergic multimorbidity within the non-eosinophilic interactome.
<h4>Background</h4>The mechanisms explaining multimorbidity between asthma, dermatitis and rhinitis (allergic multimorbidity) are not well known. We investigated these mechanisms and their specificity in distinct cell types by means of an interactome-based analysis of expression data.<...
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doaj-9152100cc4ed40d186291d10635684ac2021-03-04T10:23:31ZengPublic Library of Science (PLoS)PLoS ONE1932-62032019-01-011411e022444810.1371/journal.pone.0224448Understanding allergic multimorbidity within the non-eosinophilic interactome.Daniel AguilarNathanael LemonnierGerard H KoppelmanErik MelénBaldo OlivaMariona PinartStefano GuerraJean BousquetJosep M Anto<h4>Background</h4>The mechanisms explaining multimorbidity between asthma, dermatitis and rhinitis (allergic multimorbidity) are not well known. We investigated these mechanisms and their specificity in distinct cell types by means of an interactome-based analysis of expression data.<h4>Methods</h4>Genes associated to the diseases were identified using data mining approaches, and their multimorbidity mechanisms in distinct cell types were characterized by means of an in silico analysis of the topology of the human interactome.<h4>Results</h4>We characterized specific pathomechanisms for multimorbidities between asthma, dermatitis and rhinitis for distinct emergent non-eosinophilic cell types. We observed differential roles for cytokine signaling, TLR-mediated signaling and metabolic pathways for multimorbidities across distinct cell types. Furthermore, we also identified individual genes potentially associated to multimorbidity mechanisms.<h4>Conclusions</h4>Our results support the existence of differentiated multimorbidity mechanisms between asthma, dermatitis and rhinitis at cell type level, as well as mechanisms common to distinct cell types. These results will help understanding the biology underlying allergic multimorbidity, assisting in the design of new clinical studies.https://doi.org/10.1371/journal.pone.0224448 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Daniel Aguilar Nathanael Lemonnier Gerard H Koppelman Erik Melén Baldo Oliva Mariona Pinart Stefano Guerra Jean Bousquet Josep M Anto |
spellingShingle |
Daniel Aguilar Nathanael Lemonnier Gerard H Koppelman Erik Melén Baldo Oliva Mariona Pinart Stefano Guerra Jean Bousquet Josep M Anto Understanding allergic multimorbidity within the non-eosinophilic interactome. PLoS ONE |
author_facet |
Daniel Aguilar Nathanael Lemonnier Gerard H Koppelman Erik Melén Baldo Oliva Mariona Pinart Stefano Guerra Jean Bousquet Josep M Anto |
author_sort |
Daniel Aguilar |
title |
Understanding allergic multimorbidity within the non-eosinophilic interactome. |
title_short |
Understanding allergic multimorbidity within the non-eosinophilic interactome. |
title_full |
Understanding allergic multimorbidity within the non-eosinophilic interactome. |
title_fullStr |
Understanding allergic multimorbidity within the non-eosinophilic interactome. |
title_full_unstemmed |
Understanding allergic multimorbidity within the non-eosinophilic interactome. |
title_sort |
understanding allergic multimorbidity within the non-eosinophilic interactome. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS ONE |
issn |
1932-6203 |
publishDate |
2019-01-01 |
description |
<h4>Background</h4>The mechanisms explaining multimorbidity between asthma, dermatitis and rhinitis (allergic multimorbidity) are not well known. We investigated these mechanisms and their specificity in distinct cell types by means of an interactome-based analysis of expression data.<h4>Methods</h4>Genes associated to the diseases were identified using data mining approaches, and their multimorbidity mechanisms in distinct cell types were characterized by means of an in silico analysis of the topology of the human interactome.<h4>Results</h4>We characterized specific pathomechanisms for multimorbidities between asthma, dermatitis and rhinitis for distinct emergent non-eosinophilic cell types. We observed differential roles for cytokine signaling, TLR-mediated signaling and metabolic pathways for multimorbidities across distinct cell types. Furthermore, we also identified individual genes potentially associated to multimorbidity mechanisms.<h4>Conclusions</h4>Our results support the existence of differentiated multimorbidity mechanisms between asthma, dermatitis and rhinitis at cell type level, as well as mechanisms common to distinct cell types. These results will help understanding the biology underlying allergic multimorbidity, assisting in the design of new clinical studies. |
url |
https://doi.org/10.1371/journal.pone.0224448 |
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