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Mining the transcriptome of target tissues of autoimmune and degenerative pancreatic β-cell and brain diseases to discover therapies

Target tissues of autoimmune and degenerative diseases show signals of inflammation. We used publicly available RNA-seq data to study whether pancreatic β-cells in type 1 and type 2 diabetes and neuronal tissue in multiple sclerosis and Alzheimer’s disease share inflammatory gene signatures. We obse...

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Autores principales: Yi, Xiaoyan, Marmontel de Souza, Bianca, Sawatani, Toshiaki, Szymczak, Florian, Marselli, Lorella, Marchetti, Piero, Cnop, Miriam, Eizirik, Decio L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9636054/
https://www.ncbi.nlm.nih.gov/pubmed/36345338
http://dx.doi.org/10.1016/j.isci.2022.105376
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author Yi, Xiaoyan
Marmontel de Souza, Bianca
Sawatani, Toshiaki
Szymczak, Florian
Marselli, Lorella
Marchetti, Piero
Cnop, Miriam
Eizirik, Decio L.
author_facet Yi, Xiaoyan
Marmontel de Souza, Bianca
Sawatani, Toshiaki
Szymczak, Florian
Marselli, Lorella
Marchetti, Piero
Cnop, Miriam
Eizirik, Decio L.
author_sort Yi, Xiaoyan
collection PubMed
description Target tissues of autoimmune and degenerative diseases show signals of inflammation. We used publicly available RNA-seq data to study whether pancreatic β-cells in type 1 and type 2 diabetes and neuronal tissue in multiple sclerosis and Alzheimer’s disease share inflammatory gene signatures. We observed concordantly upregulated genes in pairwise diseases, many of them related to signaling by interleukins and interferons. We next mined these signatures to identify therapies that could be re-purposed/shared among the diseases and identified the bromodomain inhibitors as potential perturbagens to revert the transcriptional signatures. We experimentally confirmed in human β-cells that bromodomain inhibitors I-BET151 and GSK046 prevent the deleterious effects of the pro-inflammatory cytokines interleukin-1β and interferon-γ and at least some of the effects of the metabolic stressor palmitate. These results demonstrate that key inflammation-induced molecular mechanisms are shared between β-cells and brain in autoimmune and degenerative diseases and that these signatures can be mined for drug discovery.
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spelling pubmed-96360542022-11-06 Mining the transcriptome of target tissues of autoimmune and degenerative pancreatic β-cell and brain diseases to discover therapies Yi, Xiaoyan Marmontel de Souza, Bianca Sawatani, Toshiaki Szymczak, Florian Marselli, Lorella Marchetti, Piero Cnop, Miriam Eizirik, Decio L. iScience Article Target tissues of autoimmune and degenerative diseases show signals of inflammation. We used publicly available RNA-seq data to study whether pancreatic β-cells in type 1 and type 2 diabetes and neuronal tissue in multiple sclerosis and Alzheimer’s disease share inflammatory gene signatures. We observed concordantly upregulated genes in pairwise diseases, many of them related to signaling by interleukins and interferons. We next mined these signatures to identify therapies that could be re-purposed/shared among the diseases and identified the bromodomain inhibitors as potential perturbagens to revert the transcriptional signatures. We experimentally confirmed in human β-cells that bromodomain inhibitors I-BET151 and GSK046 prevent the deleterious effects of the pro-inflammatory cytokines interleukin-1β and interferon-γ and at least some of the effects of the metabolic stressor palmitate. These results demonstrate that key inflammation-induced molecular mechanisms are shared between β-cells and brain in autoimmune and degenerative diseases and that these signatures can be mined for drug discovery. Elsevier 2022-10-17 /pmc/articles/PMC9636054/ /pubmed/36345338 http://dx.doi.org/10.1016/j.isci.2022.105376 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Yi, Xiaoyan
Marmontel de Souza, Bianca
Sawatani, Toshiaki
Szymczak, Florian
Marselli, Lorella
Marchetti, Piero
Cnop, Miriam
Eizirik, Decio L.
Mining the transcriptome of target tissues of autoimmune and degenerative pancreatic β-cell and brain diseases to discover therapies
title Mining the transcriptome of target tissues of autoimmune and degenerative pancreatic β-cell and brain diseases to discover therapies
title_full Mining the transcriptome of target tissues of autoimmune and degenerative pancreatic β-cell and brain diseases to discover therapies
title_fullStr Mining the transcriptome of target tissues of autoimmune and degenerative pancreatic β-cell and brain diseases to discover therapies
title_full_unstemmed Mining the transcriptome of target tissues of autoimmune and degenerative pancreatic β-cell and brain diseases to discover therapies
title_short Mining the transcriptome of target tissues of autoimmune and degenerative pancreatic β-cell and brain diseases to discover therapies
title_sort mining the transcriptome of target tissues of autoimmune and degenerative pancreatic β-cell and brain diseases to discover therapies
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9636054/
https://www.ncbi.nlm.nih.gov/pubmed/36345338
http://dx.doi.org/10.1016/j.isci.2022.105376
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