Identification of inflammatory subgroups of schizophrenia and bipolar disorder patients with HERV-W ENV antigenemia by unsupervised cluster analysis
Abstract Human endogenous retroviruses (HERVs) are remnants of infections that took place several million years ago and represent around 8% of the human genome. Despite evidence implicating increased expression of HERV type W envelope (HERV-W ENV) in schizophrenia and bipolar disorder, it remains un...
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doaj-9fb415830a574a219426c06892f09f5d2021-07-11T11:12:40ZengNature Publishing GroupTranslational Psychiatry2158-31882021-07-011111810.1038/s41398-021-01499-0Identification of inflammatory subgroups of schizophrenia and bipolar disorder patients with HERV-W ENV antigenemia by unsupervised cluster analysisRyad Tamouza0Urs Meyer1Marianne Foiselle2Jean-Romain Richard3Ching-lieng Lu4Wahid Boukouaci5Philippe Le Corvoisier6Caroline Barrau7Alexandre Lucas8Hervé Perron9Marion Leboyer10AP-HP, Hôpital Henri Mondor, Département Médico-Universitaire de Psychiatrie et d’Addictologie (DMU IMPACT), Fédération Hospitalo-Universitaire de Médecine de Précision (FHU ADAPT)Institute of Pharmacology and Toxicology, University of Zurich-VetsuisseUniversité Paris Est Créteil, Laboratoire Neuro-Psychiatrie translationnelleUniversité Paris Est Créteil, Laboratoire Neuro-Psychiatrie translationnelleUniversité Paris Est Créteil, Laboratoire Neuro-Psychiatrie translationnelleUniversité Paris Est Créteil, Laboratoire Neuro-Psychiatrie translationnelleUniversité Paris Est Créteil, Centre Investigation Clinique, CIC Henri MondorPlateforme de Ressources Biologiques, HU Henri MondorInstitut des Maladies Métaboliques et Cardiovasculaires (I2MC), plateau We-Met, Inserm UMR1048 and Université Paul SabatierGeNeuro, 3, Chemin du pré Fleuri 1228 Plan-les-OuatesAP-HP, Hôpital Henri Mondor, Département Médico-Universitaire de Psychiatrie et d’Addictologie (DMU IMPACT), Fédération Hospitalo-Universitaire de Médecine de Précision (FHU ADAPT)Abstract Human endogenous retroviruses (HERVs) are remnants of infections that took place several million years ago and represent around 8% of the human genome. Despite evidence implicating increased expression of HERV type W envelope (HERV-W ENV) in schizophrenia and bipolar disorder, it remains unknown whether such expression is associated with distinct clinical or biological characteristics and symptoms. Accordingly, we performed unsupervised two-step clustering of a multivariate data set that included HERV-W ENV protein antigenemia, serum cytokine levels, childhood trauma scores, and clinical data of cohorts of patients with schizophrenia (n = 29), bipolar disorder (n = 43) and healthy controls (n = 32). We found that subsets of patients with schizophrenia (~41%) and bipolar disorder (~28%) show positive antigenemia for HERV-W ENV protein, whereas the large majority (96%) of controls was found to be negative for ENV protein. Unsupervised cluster analysis identified the presence of two main clusters of patients, which were best predicted by the presence or absence of HERV-W ENV protein. HERV-W expression was associated with increased serum levels of inflammatory cytokines and higher childhood maltreatment scores. Furthermore, patients with schizophrenia who were positive for HERV-W ENV protein showed more manic symptoms and higher daily chlorpromazine (CPZ) equivalents, whereas HERV-W ENV positive patients with bipolar disorder were found to have an earlier disease onset than those who were negative for HERV-W ENV protein. Taken together, our study suggest that HERV-W ENV protein antigenemia and cytokines can be used to stratify patients with major mood and psychotic disorders into subgroups with differing inflammatory and clinical profiles.https://doi.org/10.1038/s41398-021-01499-0 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ryad Tamouza Urs Meyer Marianne Foiselle Jean-Romain Richard Ching-lieng Lu Wahid Boukouaci Philippe Le Corvoisier Caroline Barrau Alexandre Lucas Hervé Perron Marion Leboyer |
spellingShingle |
Ryad Tamouza Urs Meyer Marianne Foiselle Jean-Romain Richard Ching-lieng Lu Wahid Boukouaci Philippe Le Corvoisier Caroline Barrau Alexandre Lucas Hervé Perron Marion Leboyer Identification of inflammatory subgroups of schizophrenia and bipolar disorder patients with HERV-W ENV antigenemia by unsupervised cluster analysis Translational Psychiatry |
author_facet |
Ryad Tamouza Urs Meyer Marianne Foiselle Jean-Romain Richard Ching-lieng Lu Wahid Boukouaci Philippe Le Corvoisier Caroline Barrau Alexandre Lucas Hervé Perron Marion Leboyer |
author_sort |
Ryad Tamouza |
title |
Identification of inflammatory subgroups of schizophrenia and bipolar disorder patients with HERV-W ENV antigenemia by unsupervised cluster analysis |
title_short |
Identification of inflammatory subgroups of schizophrenia and bipolar disorder patients with HERV-W ENV antigenemia by unsupervised cluster analysis |
title_full |
Identification of inflammatory subgroups of schizophrenia and bipolar disorder patients with HERV-W ENV antigenemia by unsupervised cluster analysis |
title_fullStr |
Identification of inflammatory subgroups of schizophrenia and bipolar disorder patients with HERV-W ENV antigenemia by unsupervised cluster analysis |
title_full_unstemmed |
Identification of inflammatory subgroups of schizophrenia and bipolar disorder patients with HERV-W ENV antigenemia by unsupervised cluster analysis |
title_sort |
identification of inflammatory subgroups of schizophrenia and bipolar disorder patients with herv-w env antigenemia by unsupervised cluster analysis |
publisher |
Nature Publishing Group |
series |
Translational Psychiatry |
issn |
2158-3188 |
publishDate |
2021-07-01 |
description |
Abstract Human endogenous retroviruses (HERVs) are remnants of infections that took place several million years ago and represent around 8% of the human genome. Despite evidence implicating increased expression of HERV type W envelope (HERV-W ENV) in schizophrenia and bipolar disorder, it remains unknown whether such expression is associated with distinct clinical or biological characteristics and symptoms. Accordingly, we performed unsupervised two-step clustering of a multivariate data set that included HERV-W ENV protein antigenemia, serum cytokine levels, childhood trauma scores, and clinical data of cohorts of patients with schizophrenia (n = 29), bipolar disorder (n = 43) and healthy controls (n = 32). We found that subsets of patients with schizophrenia (~41%) and bipolar disorder (~28%) show positive antigenemia for HERV-W ENV protein, whereas the large majority (96%) of controls was found to be negative for ENV protein. Unsupervised cluster analysis identified the presence of two main clusters of patients, which were best predicted by the presence or absence of HERV-W ENV protein. HERV-W expression was associated with increased serum levels of inflammatory cytokines and higher childhood maltreatment scores. Furthermore, patients with schizophrenia who were positive for HERV-W ENV protein showed more manic symptoms and higher daily chlorpromazine (CPZ) equivalents, whereas HERV-W ENV positive patients with bipolar disorder were found to have an earlier disease onset than those who were negative for HERV-W ENV protein. Taken together, our study suggest that HERV-W ENV protein antigenemia and cytokines can be used to stratify patients with major mood and psychotic disorders into subgroups with differing inflammatory and clinical profiles. |
url |
https://doi.org/10.1038/s41398-021-01499-0 |
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