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A longitudinal study of gene expression in first-episode schizophrenia; exploring relapse mechanisms by co-expression analysis in peripheral blood
Little is known about the pathophysiological mechanisms of relapse in first-episode schizophrenia, which limits the study of potential biomarkers. To explore relapse mechanisms and identify potential biomarkers for relapse prediction, we analyzed gene expression in peripheral blood in a cohort of fi...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8526619/ https://www.ncbi.nlm.nih.gov/pubmed/34667144 http://dx.doi.org/10.1038/s41398-021-01645-8 |
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author | Gassó, P. Rodríguez, N. Martínez-Pinteño, A. Mezquida, G. Ribeiro, M. González-Peñas, J. Zorrilla, I. Martínez-Sadurni, L. Rodriguez-Jimenez, R. Corripio, I. Sarró, S. Ibáñez, A. Usall, J. Lobo, A. Moren, C. Cuesta, M. J. Parellada, M. González-Pinto, A. Berrocoso, E. Bernardo, M. Mas, S. |
author_facet | Gassó, P. Rodríguez, N. Martínez-Pinteño, A. Mezquida, G. Ribeiro, M. González-Peñas, J. Zorrilla, I. Martínez-Sadurni, L. Rodriguez-Jimenez, R. Corripio, I. Sarró, S. Ibáñez, A. Usall, J. Lobo, A. Moren, C. Cuesta, M. J. Parellada, M. González-Pinto, A. Berrocoso, E. Bernardo, M. Mas, S. |
author_sort | Gassó, P. |
collection | PubMed |
description | Little is known about the pathophysiological mechanisms of relapse in first-episode schizophrenia, which limits the study of potential biomarkers. To explore relapse mechanisms and identify potential biomarkers for relapse prediction, we analyzed gene expression in peripheral blood in a cohort of first-episode schizophrenia patients with less than 5 years of evolution who had been evaluated over a 3-year follow-up period. A total of 91 participants of the 2EPs project formed the sample for baseline gene expression analysis. Of these, 67 provided biological samples at follow-up (36 after 3 years and 31 at relapse). Gene expression was assessed using the Clariom S Human Array. Weighted gene co-expression network analysis was applied to identify modules of co-expressed genes and to analyze their preservation after 3 years of follow-up or at relapse. Among the 25 modules identified, one module was semi-conserved at relapse (DarkTurquoise) and was enriched with risk genes for schizophrenia, showing a dysregulation of the TCF4 gene network in the module. Two modules were semi-conserved both at relapse and after 3 years of follow-up (DarkRed and DarkGrey) and were found to be biologically associated with protein modification and protein location processes. Higher expression of DarkRed genes was associated with higher risk of suffering a relapse and early appearance of relapse (p = 0.045). Our findings suggest that a dysregulation of the TCF4 network could be an important step in the biological process that leads to relapse and suggest that genes related to the ubiquitin proteosome system could be potential biomarkers of relapse. |
format | Online Article Text |
id | pubmed-8526619 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-85266192021-11-04 A longitudinal study of gene expression in first-episode schizophrenia; exploring relapse mechanisms by co-expression analysis in peripheral blood Gassó, P. Rodríguez, N. Martínez-Pinteño, A. Mezquida, G. Ribeiro, M. González-Peñas, J. Zorrilla, I. Martínez-Sadurni, L. Rodriguez-Jimenez, R. Corripio, I. Sarró, S. Ibáñez, A. Usall, J. Lobo, A. Moren, C. Cuesta, M. J. Parellada, M. González-Pinto, A. Berrocoso, E. Bernardo, M. Mas, S. Transl Psychiatry Article Little is known about the pathophysiological mechanisms of relapse in first-episode schizophrenia, which limits the study of potential biomarkers. To explore relapse mechanisms and identify potential biomarkers for relapse prediction, we analyzed gene expression in peripheral blood in a cohort of first-episode schizophrenia patients with less than 5 years of evolution who had been evaluated over a 3-year follow-up period. A total of 91 participants of the 2EPs project formed the sample for baseline gene expression analysis. Of these, 67 provided biological samples at follow-up (36 after 3 years and 31 at relapse). Gene expression was assessed using the Clariom S Human Array. Weighted gene co-expression network analysis was applied to identify modules of co-expressed genes and to analyze their preservation after 3 years of follow-up or at relapse. Among the 25 modules identified, one module was semi-conserved at relapse (DarkTurquoise) and was enriched with risk genes for schizophrenia, showing a dysregulation of the TCF4 gene network in the module. Two modules were semi-conserved both at relapse and after 3 years of follow-up (DarkRed and DarkGrey) and were found to be biologically associated with protein modification and protein location processes. Higher expression of DarkRed genes was associated with higher risk of suffering a relapse and early appearance of relapse (p = 0.045). Our findings suggest that a dysregulation of the TCF4 network could be an important step in the biological process that leads to relapse and suggest that genes related to the ubiquitin proteosome system could be potential biomarkers of relapse. Nature Publishing Group UK 2021-10-19 /pmc/articles/PMC8526619/ /pubmed/34667144 http://dx.doi.org/10.1038/s41398-021-01645-8 Text en © The Author(s) 2021 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 Gassó, P. Rodríguez, N. Martínez-Pinteño, A. Mezquida, G. Ribeiro, M. González-Peñas, J. Zorrilla, I. Martínez-Sadurni, L. Rodriguez-Jimenez, R. Corripio, I. Sarró, S. Ibáñez, A. Usall, J. Lobo, A. Moren, C. Cuesta, M. J. Parellada, M. González-Pinto, A. Berrocoso, E. Bernardo, M. Mas, S. A longitudinal study of gene expression in first-episode schizophrenia; exploring relapse mechanisms by co-expression analysis in peripheral blood |
title | A longitudinal study of gene expression in first-episode schizophrenia; exploring relapse mechanisms by co-expression analysis in peripheral blood |
title_full | A longitudinal study of gene expression in first-episode schizophrenia; exploring relapse mechanisms by co-expression analysis in peripheral blood |
title_fullStr | A longitudinal study of gene expression in first-episode schizophrenia; exploring relapse mechanisms by co-expression analysis in peripheral blood |
title_full_unstemmed | A longitudinal study of gene expression in first-episode schizophrenia; exploring relapse mechanisms by co-expression analysis in peripheral blood |
title_short | A longitudinal study of gene expression in first-episode schizophrenia; exploring relapse mechanisms by co-expression analysis in peripheral blood |
title_sort | longitudinal study of gene expression in first-episode schizophrenia; exploring relapse mechanisms by co-expression analysis in peripheral blood |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8526619/ https://www.ncbi.nlm.nih.gov/pubmed/34667144 http://dx.doi.org/10.1038/s41398-021-01645-8 |
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