Cargando…
Blood cytokines differentiate bipolar disorder and major depressive disorder during a major depressive episode: Initial discovery and independent sample replication
Bipolar disorder (BD) diagnosis currently relies on assessment of clinical symptoms, mainly retrospective and subject to memory bias. BD is often misdiagnosed as Major Depressive Disorder (MDD) resulting in ineffective treatment and worsened clinical outcome. The primary purpose of this study was to...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8474674/ https://www.ncbi.nlm.nih.gov/pubmed/34589747 http://dx.doi.org/10.1016/j.bbih.2021.100232 |
_version_ | 1784575270381944832 |
---|---|
author | Martinuzzi, Emanuela Barbosa, Susana Courtet, Philippe Olié, Emilie Guillaume, Sébastien Ibrahim, El Chérif Daoudlarian, Douglas Davidovic, Laetitia Glaichenhaus, Nicolas Belzeaux, Raoul |
author_facet | Martinuzzi, Emanuela Barbosa, Susana Courtet, Philippe Olié, Emilie Guillaume, Sébastien Ibrahim, El Chérif Daoudlarian, Douglas Davidovic, Laetitia Glaichenhaus, Nicolas Belzeaux, Raoul |
author_sort | Martinuzzi, Emanuela |
collection | PubMed |
description | Bipolar disorder (BD) diagnosis currently relies on assessment of clinical symptoms, mainly retrospective and subject to memory bias. BD is often misdiagnosed as Major Depressive Disorder (MDD) resulting in ineffective treatment and worsened clinical outcome. The primary purpose of this study was to identify blood biomarkers that discriminate MDD from BD patients when in a depressed state. We have used clinical data and serum samples from two independent naturalistic cohorts of patients with a Major Depressive Episode (MDE) who fulfilled the criteria of either BD or MDD at inclusion. The discovery and replication cohorts consisted of 462 and 133 patients respectively. Patients were clinically assessed using standard diagnostic interviews, and clinical variables including current treatments were recorded. Blood was collected and serum assessed for levels of 31 cytokines using a sensitive multiplex assay. A penalized logistic regression model combined with nonparametric bootstrap was subsequently used to identify cytokines associated with BD. Interleukin (IL)-6, IL-10, IL-15, IL-27 and C-X-C ligand chemokine (CXCL)-10 were positively associated with BD in the discovery cohort. Of the five cytokines identified as discriminant features in the discovery cohort, IL-10, IL-15 and IL-27 were also positively associated with BD in the replication cohort therefore providing an external validation to our finding. Should our results be validated in a prospective cohort, they could provide new insights into the pathophysiological mechanisms of mood disorders. |
format | Online Article Text |
id | pubmed-8474674 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-84746742021-09-28 Blood cytokines differentiate bipolar disorder and major depressive disorder during a major depressive episode: Initial discovery and independent sample replication Martinuzzi, Emanuela Barbosa, Susana Courtet, Philippe Olié, Emilie Guillaume, Sébastien Ibrahim, El Chérif Daoudlarian, Douglas Davidovic, Laetitia Glaichenhaus, Nicolas Belzeaux, Raoul Brain Behav Immun Health Full Length Article Bipolar disorder (BD) diagnosis currently relies on assessment of clinical symptoms, mainly retrospective and subject to memory bias. BD is often misdiagnosed as Major Depressive Disorder (MDD) resulting in ineffective treatment and worsened clinical outcome. The primary purpose of this study was to identify blood biomarkers that discriminate MDD from BD patients when in a depressed state. We have used clinical data and serum samples from two independent naturalistic cohorts of patients with a Major Depressive Episode (MDE) who fulfilled the criteria of either BD or MDD at inclusion. The discovery and replication cohorts consisted of 462 and 133 patients respectively. Patients were clinically assessed using standard diagnostic interviews, and clinical variables including current treatments were recorded. Blood was collected and serum assessed for levels of 31 cytokines using a sensitive multiplex assay. A penalized logistic regression model combined with nonparametric bootstrap was subsequently used to identify cytokines associated with BD. Interleukin (IL)-6, IL-10, IL-15, IL-27 and C-X-C ligand chemokine (CXCL)-10 were positively associated with BD in the discovery cohort. Of the five cytokines identified as discriminant features in the discovery cohort, IL-10, IL-15 and IL-27 were also positively associated with BD in the replication cohort therefore providing an external validation to our finding. Should our results be validated in a prospective cohort, they could provide new insights into the pathophysiological mechanisms of mood disorders. Elsevier 2021-03-10 /pmc/articles/PMC8474674/ /pubmed/34589747 http://dx.doi.org/10.1016/j.bbih.2021.100232 Text en © 2021 Published by Elsevier Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Full Length Article Martinuzzi, Emanuela Barbosa, Susana Courtet, Philippe Olié, Emilie Guillaume, Sébastien Ibrahim, El Chérif Daoudlarian, Douglas Davidovic, Laetitia Glaichenhaus, Nicolas Belzeaux, Raoul Blood cytokines differentiate bipolar disorder and major depressive disorder during a major depressive episode: Initial discovery and independent sample replication |
title | Blood cytokines differentiate bipolar disorder and major depressive disorder during a major depressive episode: Initial discovery and independent sample replication |
title_full | Blood cytokines differentiate bipolar disorder and major depressive disorder during a major depressive episode: Initial discovery and independent sample replication |
title_fullStr | Blood cytokines differentiate bipolar disorder and major depressive disorder during a major depressive episode: Initial discovery and independent sample replication |
title_full_unstemmed | Blood cytokines differentiate bipolar disorder and major depressive disorder during a major depressive episode: Initial discovery and independent sample replication |
title_short | Blood cytokines differentiate bipolar disorder and major depressive disorder during a major depressive episode: Initial discovery and independent sample replication |
title_sort | blood cytokines differentiate bipolar disorder and major depressive disorder during a major depressive episode: initial discovery and independent sample replication |
topic | Full Length Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8474674/ https://www.ncbi.nlm.nih.gov/pubmed/34589747 http://dx.doi.org/10.1016/j.bbih.2021.100232 |
work_keys_str_mv | AT martinuzziemanuela bloodcytokinesdifferentiatebipolardisorderandmajordepressivedisorderduringamajordepressiveepisodeinitialdiscoveryandindependentsamplereplication AT barbosasusana bloodcytokinesdifferentiatebipolardisorderandmajordepressivedisorderduringamajordepressiveepisodeinitialdiscoveryandindependentsamplereplication AT courtetphilippe bloodcytokinesdifferentiatebipolardisorderandmajordepressivedisorderduringamajordepressiveepisodeinitialdiscoveryandindependentsamplereplication AT olieemilie bloodcytokinesdifferentiatebipolardisorderandmajordepressivedisorderduringamajordepressiveepisodeinitialdiscoveryandindependentsamplereplication AT guillaumesebastien bloodcytokinesdifferentiatebipolardisorderandmajordepressivedisorderduringamajordepressiveepisodeinitialdiscoveryandindependentsamplereplication AT ibrahimelcherif bloodcytokinesdifferentiatebipolardisorderandmajordepressivedisorderduringamajordepressiveepisodeinitialdiscoveryandindependentsamplereplication AT daoudlariandouglas bloodcytokinesdifferentiatebipolardisorderandmajordepressivedisorderduringamajordepressiveepisodeinitialdiscoveryandindependentsamplereplication AT davidoviclaetitia bloodcytokinesdifferentiatebipolardisorderandmajordepressivedisorderduringamajordepressiveepisodeinitialdiscoveryandindependentsamplereplication AT glaichenhausnicolas bloodcytokinesdifferentiatebipolardisorderandmajordepressivedisorderduringamajordepressiveepisodeinitialdiscoveryandindependentsamplereplication AT belzeauxraoul bloodcytokinesdifferentiatebipolardisorderandmajordepressivedisorderduringamajordepressiveepisodeinitialdiscoveryandindependentsamplereplication |