Integrated genome-wide methylation and expression analyses reveal functional predictors of response to antidepressants.


Journal

Translational psychiatry
ISSN: 2158-3188
Titre abrégé: Transl Psychiatry
Pays: United States
ID NLM: 101562664

Informations de publication

Date de publication:
08 10 2019
Historique:
received: 23 09 2018
accepted: 17 07 2019
revised: 24 06 2019
entrez: 10 10 2019
pubmed: 9 10 2019
medline: 17 7 2020
Statut: epublish

Résumé

Major depressive disorder (MDD) is primarily treated with antidepressants, yet many patients fail to respond adequately, and identifying antidepressant response biomarkers is thus of clinical significance. Some hypothesis-driven investigations of epigenetic markers for treatment response have been previously made, but genome-wide approaches remain unexplored. Healthy participants (n = 112) and MDD patients (n = 211) between 18-60 years old were recruited for an 8-week trial of escitalopram treatment. Responders and non-responders were identified using differential Montgomery-Åsberg Depression Rating Scale scores before and after treatment. Genome-wide DNA methylation and gene expression analyses were assessed using the Infinium MethylationEPIC Beadchip and HumanHT-12 v4 Expression Beadchip, respectively, on pre-treatment peripheral blood DNA and RNA samples. Differentially methylated positions (DMPs) located in regions of differentially expressed genes between responders (n = 82) and non-responders (n = 95) were identified, and technically validated using a targeted sequencing approach. Three DMPs located in the genes CHN2 (cg23687322, p = 0.00043 and cg06926818, p = 0.0014) and JAK2 (cg08339825, p = 0.00021) were the most significantly associated with mRNA expression changes and subsequently validated. Replication was then conducted with non-responders (n = 76) and responders (n = 71) in an external cohort that underwent a similar antidepressant trial. One CHN2 site (cg06926818; p = 0.03) was successfully replicated. Our findings indicate that differential methylation at CpG sites upstream of the CHN2 and JAK2 TSS regions are possible peripheral predictors of antidepressant treatment response. Future studies can provide further insight on robustness of our candidate biomarkers, and greater characterization of functional components.

Identifiants

pubmed: 31594917
doi: 10.1038/s41398-019-0589-0
pii: 10.1038/s41398-019-0589-0
pmc: PMC6783543
doi:

Substances chimiques

Antidepressive Agents 0
Chimerin Proteins 0
chimaerin-beta3 protein, human 0
Citalopram 0DHU5B8D6V
JAK2 protein, human EC 2.7.10.2
Janus Kinase 2 EC 2.7.10.2

Types de publication

Journal Article Multicenter Study Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

254

Subventions

Organisme : CIHR
ID : FDN148374
Pays : Canada
Organisme : CIHR
ID : EGM141899
Pays : Canada

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Auteurs

Chelsey Ju (C)

Department of Psychiatry, McGill Group for Suicide Studies, Douglas Mental Health University Institute, McGill University, Montreal, QC, Canada.

Laura M Fiori (LM)

Department of Psychiatry, McGill Group for Suicide Studies, Douglas Mental Health University Institute, McGill University, Montreal, QC, Canada.

Raoul Belzeaux (R)

Department of Psychiatry, McGill Group for Suicide Studies, Douglas Mental Health University Institute, McGill University, Montreal, QC, Canada.
Department of Psychiatry, Assistance Publique-Hopitaux de Marseille, Aix Marseille University, Marseille, France.

Jean-Francois Theroux (JF)

Department of Psychiatry, McGill Group for Suicide Studies, Douglas Mental Health University Institute, McGill University, Montreal, QC, Canada.

Gary Gang Chen (GG)

Department of Psychiatry, McGill Group for Suicide Studies, Douglas Mental Health University Institute, McGill University, Montreal, QC, Canada.

Zahia Aouabed (Z)

Department of Psychiatry, McGill Group for Suicide Studies, Douglas Mental Health University Institute, McGill University, Montreal, QC, Canada.

Pierre Blier (P)

University of Ottawa Institute of Mental Health Research, Ottawa, K1Z 7K4, ON, Canada.

Faranak Farzan (F)

Centre for Addiction and Mental Health, Toronto, ON, M6J 1A8, Canada.

Benicio N Frey (BN)

Mood Disorders Program, Department of Psychiatry and Behavioural Neurosciences, McMaster University; Women's Health Concerns Clinic, St. Joseph's Healthcare Hamilton, Hamilton, ON, L8N 3K7, Canada.

Peter Giacobbe (P)

Department of Psychiatry, University Health Network, University of Toronto, Toronto, ON, M5T 2S8, Canada.

Raymond W Lam (RW)

Department of Psychiatry, University of British Columbia, Vancouver, BC, V6T 2A1, Canada.

Francesco Leri (F)

Department of Psychology, University of Guelph, Guelph, ON, N1G 2W1, Canada.

Glenda M MacQueen (GM)

University of Calgary Hotchkiss Brain Institute, Calgary, AB, T2N 1N4, Canada.

Roumen Milev (R)

Providence Care Hospital, Kingston, ON, K7L 4×3, Canada.
Department of Psychiatry, Queen's University, Kingston, ON, K7L 3N6, Canada.

Daniel J Müller (DJ)

Centre for Addiction and Mental Health, Toronto, ON, M6J 1A8, Canada.
Department of Psychiatry, University Health Network, University of Toronto, Toronto, ON, M5T 2S8, Canada.

Sagar V Parikh (SV)

University of Michigan, Ann Arbor, MI, 48109, USA.

Susan Rotzinger (S)

Department of Psychiatry, University Health Network, University of Toronto, Toronto, ON, M5T 2S8, Canada.

Claudio N Soares (CN)

Providence Care Hospital, Kingston, ON, K7L 4×3, Canada.
Department of Psychiatry, Queen's University, Kingston, ON, K7L 3N6, Canada.
St Michael's Hospital, Toronto, ON, M5B 1M4, Canada.

Rudolf Uher (R)

MRC Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, SE5 8AF, UK.
Department of Psychiatry, Dalhousie University, Halifax, NS, B3H 2E2, Canada.

Qingqin Li (Q)

Janssen Research & Development, LLC, Pennington, NJ, USA.

Jane A Foster (JA)

Department of Psychiatry, University Health Network, University of Toronto, Toronto, ON, M5T 2S8, Canada.

Sidney H Kennedy (SH)

Department of Psychiatry, University Health Network, University of Toronto, Toronto, ON, M5T 2S8, Canada.
St Michael's Hospital, Toronto, ON, M5B 1M4, Canada.

Gustavo Turecki (G)

Department of Psychiatry, McGill Group for Suicide Studies, Douglas Mental Health University Institute, McGill University, Montreal, QC, Canada. gustavo.turecki@mcgill.ca.
Department of Psychiatry, Assistance Publique-Hopitaux de Marseille, Aix Marseille University, Marseille, France. gustavo.turecki@mcgill.ca.

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