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Sex Differences in Serum Markers of Major Depressive Disorder in the Netherlands Study of Depression and Anxiety (NESDA)

Women have a consistently higher prevalence of major depressive disorder (MDD) than men. Hypotheses implicating hypothalamic-pituitary -adrenal, -gonadal, and -thyroid axes, immune response, genetic factors, and neurotransmitters have emerged to explain this difference. However, more evidence for th...

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Autores principales: Ramsey, Jordan M., Cooper, Jason D., Bot, Mariska, Guest, Paul C., Lamers, Femke, Weickert, Cynthia S., Penninx, Brenda W. J. H., Bahn, Sabine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4883748/
https://www.ncbi.nlm.nih.gov/pubmed/27232630
http://dx.doi.org/10.1371/journal.pone.0156624
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author Ramsey, Jordan M.
Cooper, Jason D.
Bot, Mariska
Guest, Paul C.
Lamers, Femke
Weickert, Cynthia S.
Penninx, Brenda W. J. H.
Bahn, Sabine
author_facet Ramsey, Jordan M.
Cooper, Jason D.
Bot, Mariska
Guest, Paul C.
Lamers, Femke
Weickert, Cynthia S.
Penninx, Brenda W. J. H.
Bahn, Sabine
author_sort Ramsey, Jordan M.
collection PubMed
description Women have a consistently higher prevalence of major depressive disorder (MDD) than men. Hypotheses implicating hypothalamic-pituitary -adrenal, -gonadal, and -thyroid axes, immune response, genetic factors, and neurotransmitters have emerged to explain this difference. However, more evidence for these hypotheses is needed and new explanations must be explored. Here, we investigated sex differences in MDD markers using multiplex immunoassay measurements of 171 serum molecules in individuals enrolled in the Netherlands Study of Depression and Anxiety (N(MDD) = 231; N(control) = 365). We found 28 sex-dependent markers of MDD, as quantified by a significant interaction between sex and log(2)-transformed analyte concentration in a logistic regression with diagnosis (MDD/control) as the outcome variable (p<0.05; q<0.30). Among these were a number of male-specific associations between MDD and elevated levels of proteins involved in immune response, including C-reactive protein, trefoil factor 3, cystatin-C, fetuin-A, β2-microglobulin, CD5L, FASLG receptor, and tumor necrosis factor receptor 2. Furthermore, only male MDD could be classified with an accuracy greater than chance using the measured serum analytes (area under the ROC curve = 0.63). These findings may have consequences for the generalization of inflammatory hypotheses of depression to males and females and have important implications for the development of diagnostic biomarker tests for MDD. More studies are needed to validate these results, investigate a broader range of biological pathways, and integrate this data with brain imaging, genetic, and other relevant data.
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spelling pubmed-48837482016-06-10 Sex Differences in Serum Markers of Major Depressive Disorder in the Netherlands Study of Depression and Anxiety (NESDA) Ramsey, Jordan M. Cooper, Jason D. Bot, Mariska Guest, Paul C. Lamers, Femke Weickert, Cynthia S. Penninx, Brenda W. J. H. Bahn, Sabine PLoS One Research Article Women have a consistently higher prevalence of major depressive disorder (MDD) than men. Hypotheses implicating hypothalamic-pituitary -adrenal, -gonadal, and -thyroid axes, immune response, genetic factors, and neurotransmitters have emerged to explain this difference. However, more evidence for these hypotheses is needed and new explanations must be explored. Here, we investigated sex differences in MDD markers using multiplex immunoassay measurements of 171 serum molecules in individuals enrolled in the Netherlands Study of Depression and Anxiety (N(MDD) = 231; N(control) = 365). We found 28 sex-dependent markers of MDD, as quantified by a significant interaction between sex and log(2)-transformed analyte concentration in a logistic regression with diagnosis (MDD/control) as the outcome variable (p<0.05; q<0.30). Among these were a number of male-specific associations between MDD and elevated levels of proteins involved in immune response, including C-reactive protein, trefoil factor 3, cystatin-C, fetuin-A, β2-microglobulin, CD5L, FASLG receptor, and tumor necrosis factor receptor 2. Furthermore, only male MDD could be classified with an accuracy greater than chance using the measured serum analytes (area under the ROC curve = 0.63). These findings may have consequences for the generalization of inflammatory hypotheses of depression to males and females and have important implications for the development of diagnostic biomarker tests for MDD. More studies are needed to validate these results, investigate a broader range of biological pathways, and integrate this data with brain imaging, genetic, and other relevant data. Public Library of Science 2016-05-27 /pmc/articles/PMC4883748/ /pubmed/27232630 http://dx.doi.org/10.1371/journal.pone.0156624 Text en © 2016 Ramsey et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ramsey, Jordan M.
Cooper, Jason D.
Bot, Mariska
Guest, Paul C.
Lamers, Femke
Weickert, Cynthia S.
Penninx, Brenda W. J. H.
Bahn, Sabine
Sex Differences in Serum Markers of Major Depressive Disorder in the Netherlands Study of Depression and Anxiety (NESDA)
title Sex Differences in Serum Markers of Major Depressive Disorder in the Netherlands Study of Depression and Anxiety (NESDA)
title_full Sex Differences in Serum Markers of Major Depressive Disorder in the Netherlands Study of Depression and Anxiety (NESDA)
title_fullStr Sex Differences in Serum Markers of Major Depressive Disorder in the Netherlands Study of Depression and Anxiety (NESDA)
title_full_unstemmed Sex Differences in Serum Markers of Major Depressive Disorder in the Netherlands Study of Depression and Anxiety (NESDA)
title_short Sex Differences in Serum Markers of Major Depressive Disorder in the Netherlands Study of Depression and Anxiety (NESDA)
title_sort sex differences in serum markers of major depressive disorder in the netherlands study of depression and anxiety (nesda)
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4883748/
https://www.ncbi.nlm.nih.gov/pubmed/27232630
http://dx.doi.org/10.1371/journal.pone.0156624
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