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Gene co-expression architecture in peripheral blood in a cohort of remitted first-episode schizophrenia patients
A better understanding of schizophrenia subtypes is necessary to stratify the patients according to clinical attributes. To explore the genomic architecture of schizophrenia symptomatology, we analyzed blood co-expression modules and their association with clinical data from patients in remission af...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9261105/ https://www.ncbi.nlm.nih.gov/pubmed/35853879 http://dx.doi.org/10.1038/s41537-022-00215-1 |
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author | Rodríguez, Natalia Gassó, Patricia Martínez-Pinteño, Albert Segura, Àlex-González Mezquida, Gisela Moreno-Izco, Lucia González-Peñas, Javier Zorrilla, Iñaki Martin, Marta Rodriguez-Jimenez, Roberto Corripio, Iluminada Sarró, Salvador Ibáñez, Angela Butjosa, Anna Contreras, Fernando Bioque, Miquel Cuesta, Manuel-Jesús Parellada, Mara González-Pinto, Ana Berrocoso, Esther Bernardo, Miquel Mas, Sergi |
author_facet | Rodríguez, Natalia Gassó, Patricia Martínez-Pinteño, Albert Segura, Àlex-González Mezquida, Gisela Moreno-Izco, Lucia González-Peñas, Javier Zorrilla, Iñaki Martin, Marta Rodriguez-Jimenez, Roberto Corripio, Iluminada Sarró, Salvador Ibáñez, Angela Butjosa, Anna Contreras, Fernando Bioque, Miquel Cuesta, Manuel-Jesús Parellada, Mara González-Pinto, Ana Berrocoso, Esther Bernardo, Miquel Mas, Sergi |
author_sort | Rodríguez, Natalia |
collection | PubMed |
description | A better understanding of schizophrenia subtypes is necessary to stratify the patients according to clinical attributes. To explore the genomic architecture of schizophrenia symptomatology, we analyzed blood co-expression modules and their association with clinical data from patients in remission after a first episode of schizophrenia. In total, 91 participants of the 2EPS project were included. Gene expression was assessed using the Clariom S Human Array. Weighted-gene co-expression network analysis (WGCNA) was applied to identify modules of co-expressed genes and to test its correlation with global functioning, clinical symptomatology, and premorbid adjustment. Among the 25 modules identified, six modules were significantly correlated with clinical data. These modules could be clustered in two groups according to their correlation with clinical data. Hub genes in each group showing overlap with risk genes for schizophrenia were enriched in biological processes related to metabolic processes, regulation of gene expression, cellular localization and protein transport, immune processes, and neurotrophin pathways. Our results indicate that modules with significant associations with clinical data showed overlap with gene sets previously identified in differential gene-expression analysis in brain, indicating that peripheral tissues could reveal pathogenic mechanisms. Hub genes involved in these modules revealed multiple signaling pathways previously related to schizophrenia, which may represent the complex interplay in the pathological mechanisms behind the disease. These genes could represent potential targets for the development of peripheral biomarkers underlying illness traits in clinical remission stages after a first episode of schizophrenia. |
format | Online Article Text |
id | pubmed-9261105 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-92611052022-07-13 Gene co-expression architecture in peripheral blood in a cohort of remitted first-episode schizophrenia patients Rodríguez, Natalia Gassó, Patricia Martínez-Pinteño, Albert Segura, Àlex-González Mezquida, Gisela Moreno-Izco, Lucia González-Peñas, Javier Zorrilla, Iñaki Martin, Marta Rodriguez-Jimenez, Roberto Corripio, Iluminada Sarró, Salvador Ibáñez, Angela Butjosa, Anna Contreras, Fernando Bioque, Miquel Cuesta, Manuel-Jesús Parellada, Mara González-Pinto, Ana Berrocoso, Esther Bernardo, Miquel Mas, Sergi Schizophrenia (Heidelb) Article A better understanding of schizophrenia subtypes is necessary to stratify the patients according to clinical attributes. To explore the genomic architecture of schizophrenia symptomatology, we analyzed blood co-expression modules and their association with clinical data from patients in remission after a first episode of schizophrenia. In total, 91 participants of the 2EPS project were included. Gene expression was assessed using the Clariom S Human Array. Weighted-gene co-expression network analysis (WGCNA) was applied to identify modules of co-expressed genes and to test its correlation with global functioning, clinical symptomatology, and premorbid adjustment. Among the 25 modules identified, six modules were significantly correlated with clinical data. These modules could be clustered in two groups according to their correlation with clinical data. Hub genes in each group showing overlap with risk genes for schizophrenia were enriched in biological processes related to metabolic processes, regulation of gene expression, cellular localization and protein transport, immune processes, and neurotrophin pathways. Our results indicate that modules with significant associations with clinical data showed overlap with gene sets previously identified in differential gene-expression analysis in brain, indicating that peripheral tissues could reveal pathogenic mechanisms. Hub genes involved in these modules revealed multiple signaling pathways previously related to schizophrenia, which may represent the complex interplay in the pathological mechanisms behind the disease. These genes could represent potential targets for the development of peripheral biomarkers underlying illness traits in clinical remission stages after a first episode of schizophrenia. Nature Publishing Group UK 2022-04-27 /pmc/articles/PMC9261105/ /pubmed/35853879 http://dx.doi.org/10.1038/s41537-022-00215-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Rodríguez, Natalia Gassó, Patricia Martínez-Pinteño, Albert Segura, Àlex-González Mezquida, Gisela Moreno-Izco, Lucia González-Peñas, Javier Zorrilla, Iñaki Martin, Marta Rodriguez-Jimenez, Roberto Corripio, Iluminada Sarró, Salvador Ibáñez, Angela Butjosa, Anna Contreras, Fernando Bioque, Miquel Cuesta, Manuel-Jesús Parellada, Mara González-Pinto, Ana Berrocoso, Esther Bernardo, Miquel Mas, Sergi Gene co-expression architecture in peripheral blood in a cohort of remitted first-episode schizophrenia patients |
title | Gene co-expression architecture in peripheral blood in a cohort of remitted first-episode schizophrenia patients |
title_full | Gene co-expression architecture in peripheral blood in a cohort of remitted first-episode schizophrenia patients |
title_fullStr | Gene co-expression architecture in peripheral blood in a cohort of remitted first-episode schizophrenia patients |
title_full_unstemmed | Gene co-expression architecture in peripheral blood in a cohort of remitted first-episode schizophrenia patients |
title_short | Gene co-expression architecture in peripheral blood in a cohort of remitted first-episode schizophrenia patients |
title_sort | gene co-expression architecture in peripheral blood in a cohort of remitted first-episode schizophrenia patients |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9261105/ https://www.ncbi.nlm.nih.gov/pubmed/35853879 http://dx.doi.org/10.1038/s41537-022-00215-1 |
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