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Blood epigenome-wide association studies of suicide attempt in adults with bipolar disorder
Suicide attempt (SA) risk is elevated in individuals with bipolar disorder (BD), and DNA methylation patterns may serve as possible biomarkers of SA. We conducted epigenome-wide association studies (EWAS) of blood DNA methylation associated with BD and SA. DNA methylation was measured at > 700,00...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10402220/ https://www.ncbi.nlm.nih.gov/pubmed/37546994 http://dx.doi.org/10.1101/2023.07.20.23292968 |
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author | Mirza, Salahudeen de Carvalho Lima, Camila N. Del Favero-Campbell, Alexandra Rubinstein, Alexandre Topolski, Natasha Cabrera-Mendoza, Brenda Kovács, Emese H.C. Blumberg, Hilary P. Richards, Jenny Gringer Williams, Aislinn J. Wemmie, John A. Magnotta, Vincent A. Fiedorowicz, Jess G. Gaine, Marie E. Walss-Bass, Consuelo Quevedo, Joao Soares, Jair C. Fries, Gabriel R. |
author_facet | Mirza, Salahudeen de Carvalho Lima, Camila N. Del Favero-Campbell, Alexandra Rubinstein, Alexandre Topolski, Natasha Cabrera-Mendoza, Brenda Kovács, Emese H.C. Blumberg, Hilary P. Richards, Jenny Gringer Williams, Aislinn J. Wemmie, John A. Magnotta, Vincent A. Fiedorowicz, Jess G. Gaine, Marie E. Walss-Bass, Consuelo Quevedo, Joao Soares, Jair C. Fries, Gabriel R. |
author_sort | Mirza, Salahudeen |
collection | PubMed |
description | Suicide attempt (SA) risk is elevated in individuals with bipolar disorder (BD), and DNA methylation patterns may serve as possible biomarkers of SA. We conducted epigenome-wide association studies (EWAS) of blood DNA methylation associated with BD and SA. DNA methylation was measured at > 700,000 positions in a discovery cohort of n = 84 adults with BD with a history of SA (BD/SA), n = 79 adults with BD without history of SA (BD/non-SA), and n = 76 non-psychiatric controls (CON). EWAS revealed six differentially methylated positions (DMPs) and seven differentially methylated regions (DMRs) between BD/SA and BD/non-SA, with multiple immune-related genes implicated. There were no epigenome-wide significant differences when BD/SA and BD/non-SA were each compared to CON, and patterns suggested that epigenetics differentiating BD/SA from BD/non-SA do not differentiate BD/non-SA from CON. Weighted gene co-methylation network analysis and trait enrichment analysis of the BD/SA vs. BD/non-SA contrast further corroborated immune system involvement, while gene ontology analysis implicated calcium signalling. In an independent replication cohort of n = 48 BD/SA and n = 47 BD/non-SA, fold-changes at the discovery cohort’s significant sites showed moderate correlation across cohorts and agreement on direction. In both cohorts, classification accuracy for SA history among individuals with BD was highest when methylation at the significant CpG sites as well as information from clinical interviews were combined, with an AUC of 88.8% (CI = 83.8–93.8%) and 82.1% (CI = 73.6–90.5%) for the combined epigenetic-clinical predictor in the discovery and replication cohorts, respectively. Our results provide novel insight to the role of immune system functioning in SA and BD and also suggest that integrating information from multiple levels of analysis holds promise to improve risk assessment for SA in adults with BD. |
format | Online Article Text |
id | pubmed-10402220 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-104022202023-08-05 Blood epigenome-wide association studies of suicide attempt in adults with bipolar disorder Mirza, Salahudeen de Carvalho Lima, Camila N. Del Favero-Campbell, Alexandra Rubinstein, Alexandre Topolski, Natasha Cabrera-Mendoza, Brenda Kovács, Emese H.C. Blumberg, Hilary P. Richards, Jenny Gringer Williams, Aislinn J. Wemmie, John A. Magnotta, Vincent A. Fiedorowicz, Jess G. Gaine, Marie E. Walss-Bass, Consuelo Quevedo, Joao Soares, Jair C. Fries, Gabriel R. medRxiv Article Suicide attempt (SA) risk is elevated in individuals with bipolar disorder (BD), and DNA methylation patterns may serve as possible biomarkers of SA. We conducted epigenome-wide association studies (EWAS) of blood DNA methylation associated with BD and SA. DNA methylation was measured at > 700,000 positions in a discovery cohort of n = 84 adults with BD with a history of SA (BD/SA), n = 79 adults with BD without history of SA (BD/non-SA), and n = 76 non-psychiatric controls (CON). EWAS revealed six differentially methylated positions (DMPs) and seven differentially methylated regions (DMRs) between BD/SA and BD/non-SA, with multiple immune-related genes implicated. There were no epigenome-wide significant differences when BD/SA and BD/non-SA were each compared to CON, and patterns suggested that epigenetics differentiating BD/SA from BD/non-SA do not differentiate BD/non-SA from CON. Weighted gene co-methylation network analysis and trait enrichment analysis of the BD/SA vs. BD/non-SA contrast further corroborated immune system involvement, while gene ontology analysis implicated calcium signalling. In an independent replication cohort of n = 48 BD/SA and n = 47 BD/non-SA, fold-changes at the discovery cohort’s significant sites showed moderate correlation across cohorts and agreement on direction. In both cohorts, classification accuracy for SA history among individuals with BD was highest when methylation at the significant CpG sites as well as information from clinical interviews were combined, with an AUC of 88.8% (CI = 83.8–93.8%) and 82.1% (CI = 73.6–90.5%) for the combined epigenetic-clinical predictor in the discovery and replication cohorts, respectively. Our results provide novel insight to the role of immune system functioning in SA and BD and also suggest that integrating information from multiple levels of analysis holds promise to improve risk assessment for SA in adults with BD. Cold Spring Harbor Laboratory 2023-07-24 /pmc/articles/PMC10402220/ /pubmed/37546994 http://dx.doi.org/10.1101/2023.07.20.23292968 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Mirza, Salahudeen de Carvalho Lima, Camila N. Del Favero-Campbell, Alexandra Rubinstein, Alexandre Topolski, Natasha Cabrera-Mendoza, Brenda Kovács, Emese H.C. Blumberg, Hilary P. Richards, Jenny Gringer Williams, Aislinn J. Wemmie, John A. Magnotta, Vincent A. Fiedorowicz, Jess G. Gaine, Marie E. Walss-Bass, Consuelo Quevedo, Joao Soares, Jair C. Fries, Gabriel R. Blood epigenome-wide association studies of suicide attempt in adults with bipolar disorder |
title | Blood epigenome-wide association studies of suicide attempt in adults with bipolar disorder |
title_full | Blood epigenome-wide association studies of suicide attempt in adults with bipolar disorder |
title_fullStr | Blood epigenome-wide association studies of suicide attempt in adults with bipolar disorder |
title_full_unstemmed | Blood epigenome-wide association studies of suicide attempt in adults with bipolar disorder |
title_short | Blood epigenome-wide association studies of suicide attempt in adults with bipolar disorder |
title_sort | blood epigenome-wide association studies of suicide attempt in adults with bipolar disorder |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10402220/ https://www.ncbi.nlm.nih.gov/pubmed/37546994 http://dx.doi.org/10.1101/2023.07.20.23292968 |
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