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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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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. |
format | Online Article Text |
id | pubmed-9636054 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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