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Evidence-based umbrella review of 162 peripheral biomarkers for major mental disorders
The literature on non-genetic peripheral biomarkers for major mental disorders is broad, with conflicting results. An umbrella review of meta-analyses of non-genetic peripheral biomarkers for Alzheimer’s disease, autism spectrum disorder, bipolar disorder (BD), major depressive disorder, and schizop...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7235270/ https://www.ncbi.nlm.nih.gov/pubmed/32424116 http://dx.doi.org/10.1038/s41398-020-0835-5 |
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author | Carvalho, André F. Solmi, Marco Sanches, Marcos Machado, Myrela O. Stubbs, Brendon Ajnakina, Olesya Sherman, Chelsea Sun, Yue Ran Liu, Celina S. Brunoni, Andre R. Pigato, Giorgio Fernandes, Brisa S. Bortolato, Beatrice Husain, Muhammad I. Dragioti, Elena Firth, Joseph Cosco, Theodore D. Maes, Michael Berk, Michael Lanctôt, Krista L. Vieta, Eduard Pizzagalli, Diego A. Smith, Lee Fusar-Poli, Paolo Kurdyak, Paul A. Fornaro, Michele Rehm, Jürgen Herrmann, Nathan |
author_facet | Carvalho, André F. Solmi, Marco Sanches, Marcos Machado, Myrela O. Stubbs, Brendon Ajnakina, Olesya Sherman, Chelsea Sun, Yue Ran Liu, Celina S. Brunoni, Andre R. Pigato, Giorgio Fernandes, Brisa S. Bortolato, Beatrice Husain, Muhammad I. Dragioti, Elena Firth, Joseph Cosco, Theodore D. Maes, Michael Berk, Michael Lanctôt, Krista L. Vieta, Eduard Pizzagalli, Diego A. Smith, Lee Fusar-Poli, Paolo Kurdyak, Paul A. Fornaro, Michele Rehm, Jürgen Herrmann, Nathan |
author_sort | Carvalho, André F. |
collection | PubMed |
description | The literature on non-genetic peripheral biomarkers for major mental disorders is broad, with conflicting results. An umbrella review of meta-analyses of non-genetic peripheral biomarkers for Alzheimer’s disease, autism spectrum disorder, bipolar disorder (BD), major depressive disorder, and schizophrenia, including first-episode psychosis. We included meta-analyses that compared alterations in peripheral biomarkers between participants with mental disorders to controls (i.e., between-group meta-analyses) and that assessed biomarkers after treatment (i.e., within-group meta-analyses). Evidence for association was hierarchically graded using a priori defined criteria against several biases. The Assessment of Multiple Systematic Reviews (AMSTAR) instrument was used to investigate study quality. 1161 references were screened. 110 met inclusion criteria, relating to 359 meta-analytic estimates and 733,316 measurements, on 162 different biomarkers. Only two estimates met a priori defined criteria for convincing evidence (elevated awakening cortisol levels in euthymic BD participants relative to controls and decreased pyridoxal levels in participants with schizophrenia relative to controls). Of 42 estimates which met criteria for highly suggestive evidence only five biomarker aberrations occurred in more than one disorder. Only 15 meta-analyses had a power >0.8 to detect a small effect size, and most (81.9%) meta-analyses had high heterogeneity. Although some associations met criteria for either convincing or highly suggestive evidence, overall the vast literature of peripheral biomarkers for major mental disorders is affected by bias and is underpowered. No convincing evidence supported the existence of a trans-diagnostic biomarker. Adequately powered and methodologically sound future large collaborative studies are warranted. |
format | Online Article Text |
id | pubmed-7235270 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-72352702020-05-20 Evidence-based umbrella review of 162 peripheral biomarkers for major mental disorders Carvalho, André F. Solmi, Marco Sanches, Marcos Machado, Myrela O. Stubbs, Brendon Ajnakina, Olesya Sherman, Chelsea Sun, Yue Ran Liu, Celina S. Brunoni, Andre R. Pigato, Giorgio Fernandes, Brisa S. Bortolato, Beatrice Husain, Muhammad I. Dragioti, Elena Firth, Joseph Cosco, Theodore D. Maes, Michael Berk, Michael Lanctôt, Krista L. Vieta, Eduard Pizzagalli, Diego A. Smith, Lee Fusar-Poli, Paolo Kurdyak, Paul A. Fornaro, Michele Rehm, Jürgen Herrmann, Nathan Transl Psychiatry Review Article The literature on non-genetic peripheral biomarkers for major mental disorders is broad, with conflicting results. An umbrella review of meta-analyses of non-genetic peripheral biomarkers for Alzheimer’s disease, autism spectrum disorder, bipolar disorder (BD), major depressive disorder, and schizophrenia, including first-episode psychosis. We included meta-analyses that compared alterations in peripheral biomarkers between participants with mental disorders to controls (i.e., between-group meta-analyses) and that assessed biomarkers after treatment (i.e., within-group meta-analyses). Evidence for association was hierarchically graded using a priori defined criteria against several biases. The Assessment of Multiple Systematic Reviews (AMSTAR) instrument was used to investigate study quality. 1161 references were screened. 110 met inclusion criteria, relating to 359 meta-analytic estimates and 733,316 measurements, on 162 different biomarkers. Only two estimates met a priori defined criteria for convincing evidence (elevated awakening cortisol levels in euthymic BD participants relative to controls and decreased pyridoxal levels in participants with schizophrenia relative to controls). Of 42 estimates which met criteria for highly suggestive evidence only five biomarker aberrations occurred in more than one disorder. Only 15 meta-analyses had a power >0.8 to detect a small effect size, and most (81.9%) meta-analyses had high heterogeneity. Although some associations met criteria for either convincing or highly suggestive evidence, overall the vast literature of peripheral biomarkers for major mental disorders is affected by bias and is underpowered. No convincing evidence supported the existence of a trans-diagnostic biomarker. Adequately powered and methodologically sound future large collaborative studies are warranted. Nature Publishing Group UK 2020-05-18 /pmc/articles/PMC7235270/ /pubmed/32424116 http://dx.doi.org/10.1038/s41398-020-0835-5 Text en © The Author(s) 2020 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/. |
spellingShingle | Review Article Carvalho, André F. Solmi, Marco Sanches, Marcos Machado, Myrela O. Stubbs, Brendon Ajnakina, Olesya Sherman, Chelsea Sun, Yue Ran Liu, Celina S. Brunoni, Andre R. Pigato, Giorgio Fernandes, Brisa S. Bortolato, Beatrice Husain, Muhammad I. Dragioti, Elena Firth, Joseph Cosco, Theodore D. Maes, Michael Berk, Michael Lanctôt, Krista L. Vieta, Eduard Pizzagalli, Diego A. Smith, Lee Fusar-Poli, Paolo Kurdyak, Paul A. Fornaro, Michele Rehm, Jürgen Herrmann, Nathan Evidence-based umbrella review of 162 peripheral biomarkers for major mental disorders |
title | Evidence-based umbrella review of 162 peripheral biomarkers for major mental disorders |
title_full | Evidence-based umbrella review of 162 peripheral biomarkers for major mental disorders |
title_fullStr | Evidence-based umbrella review of 162 peripheral biomarkers for major mental disorders |
title_full_unstemmed | Evidence-based umbrella review of 162 peripheral biomarkers for major mental disorders |
title_short | Evidence-based umbrella review of 162 peripheral biomarkers for major mental disorders |
title_sort | evidence-based umbrella review of 162 peripheral biomarkers for major mental disorders |
topic | Review Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7235270/ https://www.ncbi.nlm.nih.gov/pubmed/32424116 http://dx.doi.org/10.1038/s41398-020-0835-5 |
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