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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...

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Autores principales: 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.
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
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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.
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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
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