Cargando…
Common genes associated with antidepressant response in mouse and man identify key role of glucocorticoid receptor sensitivity
Response to antidepressant treatment in major depressive disorder (MDD) cannot be predicted currently, leading to uncertainty in medication selection, increasing costs, and prolonged suffering for many patients. Despite tremendous efforts in identifying response-associated genes in large genome-wide...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5746203/ https://www.ncbi.nlm.nih.gov/pubmed/29283992 http://dx.doi.org/10.1371/journal.pbio.2002690 |
_version_ | 1783289056084361216 |
---|---|
author | Carrillo-Roa, Tania Labermaier, Christiana Weber, Peter Herzog, David P. Lareau, Caleb Santarelli, Sara Wagner, Klaus V. Rex-Haffner, Monika Harbich, Daniela Scharf, Sebastian H. Nemeroff, Charles B. Dunlop, Boadie W. Craighead, W. Edward Mayberg, Helen S. Schmidt, Mathias V. Uhr, Manfred Holsboer, Florian Sillaber, Inge Binder, Elisabeth B. Müller, Marianne B. |
author_facet | Carrillo-Roa, Tania Labermaier, Christiana Weber, Peter Herzog, David P. Lareau, Caleb Santarelli, Sara Wagner, Klaus V. Rex-Haffner, Monika Harbich, Daniela Scharf, Sebastian H. Nemeroff, Charles B. Dunlop, Boadie W. Craighead, W. Edward Mayberg, Helen S. Schmidt, Mathias V. Uhr, Manfred Holsboer, Florian Sillaber, Inge Binder, Elisabeth B. Müller, Marianne B. |
author_sort | Carrillo-Roa, Tania |
collection | PubMed |
description | Response to antidepressant treatment in major depressive disorder (MDD) cannot be predicted currently, leading to uncertainty in medication selection, increasing costs, and prolonged suffering for many patients. Despite tremendous efforts in identifying response-associated genes in large genome-wide association studies, the results have been fairly modest, underlining the need to establish conceptually novel strategies. For the identification of transcriptome signatures that can distinguish between treatment responders and nonresponders, we herein submit a novel animal experimental approach focusing on extreme phenotypes. We utilized the large variance in response to antidepressant treatment occurring in DBA/2J mice, enabling sample stratification into subpopulations of good and poor treatment responders to delineate response-associated signature transcript profiles in peripheral blood samples. As a proof of concept, we translated our murine data to the transcriptome data of a clinically relevant human cohort. A cluster of 259 differentially regulated genes was identified when peripheral transcriptome profiles of good and poor treatment responders were compared in the murine model. Differences in expression profiles from baseline to week 12 of the human orthologues selected on the basis of the murine transcript signature allowed prediction of response status with an accuracy of 76% in the patient population. Finally, we show that glucocorticoid receptor (GR)-regulated genes are significantly enriched in this cluster of antidepressant-response genes. Our findings point to the involvement of GR sensitivity as a potential key mechanism shaping response to antidepressant treatment and support the hypothesis that antidepressants could stimulate resilience-promoting molecular mechanisms. Our data highlight the suitability of an appropriate animal experimental approach for the discovery of treatment response-associated pathways across species. |
format | Online Article Text |
id | pubmed-5746203 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-57462032018-01-08 Common genes associated with antidepressant response in mouse and man identify key role of glucocorticoid receptor sensitivity Carrillo-Roa, Tania Labermaier, Christiana Weber, Peter Herzog, David P. Lareau, Caleb Santarelli, Sara Wagner, Klaus V. Rex-Haffner, Monika Harbich, Daniela Scharf, Sebastian H. Nemeroff, Charles B. Dunlop, Boadie W. Craighead, W. Edward Mayberg, Helen S. Schmidt, Mathias V. Uhr, Manfred Holsboer, Florian Sillaber, Inge Binder, Elisabeth B. Müller, Marianne B. PLoS Biol Research Article Response to antidepressant treatment in major depressive disorder (MDD) cannot be predicted currently, leading to uncertainty in medication selection, increasing costs, and prolonged suffering for many patients. Despite tremendous efforts in identifying response-associated genes in large genome-wide association studies, the results have been fairly modest, underlining the need to establish conceptually novel strategies. For the identification of transcriptome signatures that can distinguish between treatment responders and nonresponders, we herein submit a novel animal experimental approach focusing on extreme phenotypes. We utilized the large variance in response to antidepressant treatment occurring in DBA/2J mice, enabling sample stratification into subpopulations of good and poor treatment responders to delineate response-associated signature transcript profiles in peripheral blood samples. As a proof of concept, we translated our murine data to the transcriptome data of a clinically relevant human cohort. A cluster of 259 differentially regulated genes was identified when peripheral transcriptome profiles of good and poor treatment responders were compared in the murine model. Differences in expression profiles from baseline to week 12 of the human orthologues selected on the basis of the murine transcript signature allowed prediction of response status with an accuracy of 76% in the patient population. Finally, we show that glucocorticoid receptor (GR)-regulated genes are significantly enriched in this cluster of antidepressant-response genes. Our findings point to the involvement of GR sensitivity as a potential key mechanism shaping response to antidepressant treatment and support the hypothesis that antidepressants could stimulate resilience-promoting molecular mechanisms. Our data highlight the suitability of an appropriate animal experimental approach for the discovery of treatment response-associated pathways across species. Public Library of Science 2017-12-28 /pmc/articles/PMC5746203/ /pubmed/29283992 http://dx.doi.org/10.1371/journal.pbio.2002690 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication. |
spellingShingle | Research Article Carrillo-Roa, Tania Labermaier, Christiana Weber, Peter Herzog, David P. Lareau, Caleb Santarelli, Sara Wagner, Klaus V. Rex-Haffner, Monika Harbich, Daniela Scharf, Sebastian H. Nemeroff, Charles B. Dunlop, Boadie W. Craighead, W. Edward Mayberg, Helen S. Schmidt, Mathias V. Uhr, Manfred Holsboer, Florian Sillaber, Inge Binder, Elisabeth B. Müller, Marianne B. Common genes associated with antidepressant response in mouse and man identify key role of glucocorticoid receptor sensitivity |
title | Common genes associated with antidepressant response in mouse and man identify key role of glucocorticoid receptor sensitivity |
title_full | Common genes associated with antidepressant response in mouse and man identify key role of glucocorticoid receptor sensitivity |
title_fullStr | Common genes associated with antidepressant response in mouse and man identify key role of glucocorticoid receptor sensitivity |
title_full_unstemmed | Common genes associated with antidepressant response in mouse and man identify key role of glucocorticoid receptor sensitivity |
title_short | Common genes associated with antidepressant response in mouse and man identify key role of glucocorticoid receptor sensitivity |
title_sort | common genes associated with antidepressant response in mouse and man identify key role of glucocorticoid receptor sensitivity |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5746203/ https://www.ncbi.nlm.nih.gov/pubmed/29283992 http://dx.doi.org/10.1371/journal.pbio.2002690 |
work_keys_str_mv | AT carrilloroatania commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT labermaierchristiana commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT weberpeter commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT herzogdavidp commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT lareaucaleb commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT santarellisara commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT wagnerklausv commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT rexhaffnermonika commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT harbichdaniela commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT scharfsebastianh commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT nemeroffcharlesb commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT dunlopboadiew commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT craigheadwedward commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT mayberghelens commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT schmidtmathiasv commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT uhrmanfred commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT holsboerflorian commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT sillaberinge commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT binderelisabethb commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity AT mullermarianneb commongenesassociatedwithantidepressantresponseinmouseandmanidentifykeyroleofglucocorticoidreceptorsensitivity |