A Genome-Wide Association Study of Depressive Symptoms
Open accessAbstract
Background Depression is a heritable trait that exists on a continuum of varying severity and duration. Yet, the search for genetic variants associated with depression has had few successes. We exploit the entire continuum of depression to find common variants for depressive symptoms.Methods In this genome-wide association study, we combined the results of 17 population-based studies assessing depressive symptoms with the Center for Epidemiological Studies Depression Scale. Replication of the independent top hits (p<1×10(-5)) was performed in five studies assessing depressive symptoms with other instruments. In addition, we performed a combined meta-analysis of all 22 discovery and replication studies.Results The discovery sample comprised 34,549 individuals (mean age of 66.5) and no loci reached genome-wide significance (lowest p = 1.05×10(-7)). Seven independent single nucleotide polymorphisms were considered for replication. In the replication set (n = 16,709), we found suggestive association of one single nucleotide polymorphism with depressive symptoms (rs161645, 5q21, p = 9.19×10(-3)). This 5q21 region reached genome-wide significance (p = 4.78×10(-8)) in the overall meta-analysis combining discovery and replication studies (n = 51,258).Conclusions The results suggest that only a large sample comprising more than 50,000 subjects may be sufficiently powered to detect genes for depressive symptoms.
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Two earlier efforts, a mega-analysis of 9 cohorts and a meta-analysis of 17 cohorts, did not find replicated depression-associated variants.
“However, both of these studies failed to find any replicated variants associated with depression.”
From Genome-wide meta-analysis of depression identifies 102 independent variants and highlights the importance of the prefrontal brain regions (2019) · cites this paper as [6]
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References 82 · Cited by 172
- Authors
- Hek, K., Demirkan, A., Lahti, J., Terracciano, A., Teumer, A., Cornelis, M. C., Amin, N., Bakshis, E., Baumert, J., Ding, J., Liu, Y., Marciante, K., Meirelles, O., Nalls, M. A., Sun, Y. V., Vogelzangs, N., Yu, L., Bandinelli, S., Benjamin, E. J., Bennett, D. A., Boomsma, D., Cannas, A., Coker, L. H., de Geus, E., De Jager, P. L., Diez-Roux, A. V., Purcell, S., Hu, F. B., Rimm, E. B., Hunter, D. J., Jensen, M. K., Curhan, G., Rice, K., Penman, A. D., Rotter, J. I., Sotoodehnia, N., Emeny, R., Eriksson, J. G., Evans, D. A., Ferrucci, L., Fornage, M., Gudnason, V., Hofman, A., Illig, T., Kardia, S., Kelly-Hayes, M., Koenen, K., Kraft, P., Kuningas, M., Massaro, J. M., Melzer, D., Mulas, A., Mulder, C. L., Murray, A., Oostra, B. A., Palotie, A., Penninx, B., Petersmann, A., Pilling, L. C., Psaty, B., Rawal, R., Reiman, E. M., Schulz, A., Shulman, J. M., Singleton, A. B., Smith, A. V., Sutin, A. R., Uitterlinden, A. G., Völzke, H., Widen, E., Yaffe, K., Zonderman, A. B., Cucca, F., Harris, T., Ladwig, K.-H., Llewellyn, D. J., Räikkönen, K., Tanaka, T., van Duijn, C. M., Grabe, H. J., Launer, L. J., Lunetta, K. L., Mosley, T. H., Newman, A. B., Tiemeier, H., & Murabito, J.
- Affiliations
- University of Helsinki (FI)
- Florida State University (US)
- National Institutes of Health (US)
- Rush University Medical Center (US)
- Boston University (US)
- Broad Institute (US)
- Harvard University (US)
- Brigham and Women's Hospital (US)
- Cedars-Sinai Medical Center (US)
- University Medical Center Groningen (NL)
- Group Health Cooperative (US)
- Translational Genomics Research Institute (US)
- Corresponding author
- Tiemeier, Henning
- ORCID
- Hek, Karin
- Lahti, Jari
- Terracciano, Antonio
- Teumer, Alexander
- Cornelis, Marilyn C.
- Amin, Najaf
- Baumert, Jens
- Ding, Jingzhong
- Meirelles, Osorio
- Sun, Yan V.
- Vogelzangs, Nicole
- Yu, Lei
- Bandinelli, Stefania
- Benjamin, Emelia J.
- Bennett, David A.
- Boomsma, Dorret
- Purcell, Shaun
- Hu, Frank B.
- Rimm, Eric B.
- Jensen, Majken K.
- Curhan, Gary
- Rice, Kenneth
- Penman, Alan D.
- Rotter, Jerome I.
- Emeny, Rebecca
- Eriksson, Johan G.
- Evans, Denis A.
- Ferrucci, Luigi
- Fornage, Myriam
- Gudnason, Vilmundur
- Koenen, Karestan
- Kraft, Peter
- Massaro, Joseph M.
- Melzer, David
- Mulas, Antonella
- Mulder, Cornelis L.
- Murray, Anna
- Palotie, Aarno
- Penninx, Brenda
- Pilling, Luke C.
- Psaty, Bruce
- Rawal, Rajesh
- Reiman, Eric M.
- Shulman, Joshua M.
- Singleton, Andrew B.
- Smith, Albert V.
- Sutin, Angelina R.
- Uitterlinden, André G.
- Völzke, Henry
- Yaffe, Kristine
- Zonderman, Alan B.
- Cucca, Francesco
- Harris, Tamara
- Ladwig, Karl-Heinz
- Llewellyn, David J.
- Räikkönen, Katri
- Tanaka, Toshiko
- Grabe, Hans J.
- Launer, Lenore J.
- Lunetta, Kathryn L.
- Mosley, Thomas H.
- Newman, Anne B.
- Tiemeier, Henning
- Murabito, Joanne
- Venue
- Biological Psychiatry
- Publisher
- Elsevier BV
- Published
- 2013-04
- Volume
- 73
- Issue
- 7
- Pages
- 667-678
- ISSN
- 0006-3223 (ISSN-L)
- PMC
- PMC3845085
- OpenAlex
- W2022246321
- Cited by
- 172
- References
- 82
- Citations by year
- 2026: 4 · 2025: 4 · 2024: 5 · 2023: 7 · 2022: 11 · 2021: 7 · 2020: 6 · 2019: 20 · 2018: 15 · 2017: 18 · 2016: 20 · 2015: 25 · 2014: 19 · 2013: 11
- FWCI
- 3.07
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Biological Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- Amsterdam UMC (VU Amsterdam) - Institutional Repository (publishedVersion)
- EUR Research Repository (Erasmus University Rotterdam) (publishedVersion)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- EUR Research Repository (Erasmus University Rotterdam) (submittedVersion)
- RePub (Erasmus University Rotterdam) (submittedVersion, other-oa)
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- mediaTUM – the media and publications repository of the Technical University Munich (Technical University Munich) (submittedVersion)
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- VU Research Portal (submittedVersion)
- STM:n Hallinnonalan avoin julkaisuarkisto (Julkari) (submittedVersion)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (submittedVersion)
- Funders
- Clinical and Translational Science Institute, University of Pittsburgh (UL1RR033176)
- Seventh Framework Programme (HEALTH-F4-2007- 201413)
- Folkhälsanin Tutkimussäätiö
- Erasmus Universiteit Rotterdam
- Academy of Finland
- National Institute of Neurological Disorders and Stroke (AG-023629, AG-027058, AG-15928, AG-20098)
- Bundesministerium für Bildung und Forschung (01ZZ0103, 01ZZ0403, 01ZZ9603)
- Burroughs Wellcome Fund
- Ministerie van Volksgezondheid, Welzijn en Sport
- Erasmus Medisch Centrum
- Ministero della Salute
- National Human Genome Research Institute (U01-HG004402)
- National Cancer Institute (5UO1CA098233, CA49449, CA50385, CA67262)
- National Institute of Diabetes and Digestive and Kidney Diseases (DK063491)
- Translational Genomics Research Institute (P30AG10161, R01AG30146)
- European Commission (2009-017.106.370)
- National Institute on Aging (1R01AG032098-01A1, 263 MD 821336, 263 MD 9164 13, 821336, 916413, K08AG34290, N01AG62101, N01AG62103, N01AG62106, NO1-AG-1-2109, R01 MH086498, R01AG15819, R01AG17917)
- European Science Foundation
- National Heart, Lung, and Blood Institute (01 HL101161, HL075366, HL080295, HL087652, HL105756, N01 HC-15103, N01 HC-55222, N01-HC-25195, N01-HC-35129, N01-HC-45133, N01-HC-55015, N01-HC-55016, N01-HC-55018, N01-HC-55019, N01-HC-55020, N01-HC-55021, N01-HC-55022, N01-HC-65226, N01-HC-75150, N01-HC-85079, N01-HC-85086, N01-HC-85239, N02-HL-6-4278, R01-HL087641, R01-HL093029, R01-HL70825)
- Deutsche Forschungsgemeinschaft (GR 1912/5-1)
- ZonMw
- National Institutes of Health (CA 65725, CA87969, HHSN268200625226C, N01-AG-12100, UL1RR025005)
- Bundesministerium für Forschung und Technologie (01 AK 803 A-H)
- Sixth Framework Programme (018947, LSHG-CT-2006-01947)
- Hersenstichting
- Novo Nordisk Fonden
- Hjartavernd
- Ministerie van Onderwijs, Cultuur en Wetenschap
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek
- Wellcome Trust (WT098051)
- Juho Vainion Säätiö
- Signe ja Ane Gyllenbergin Säätiö
- Emil Aaltosen Säätiö
- Alexander von Humboldt-Stiftung
- Helsingin Yliopisto
- Johns Hopkins University (HHSN268200782096C)
- Finska Läkaresällskapet
- Centre for Medical Systems Biology
- Ministry of Cultural Affairs
- Helmholtz Zentrum München
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Mapping and Diversity in Plants and Animals
- Keywords
- depressive symptoms, depression genetics, single nucleotide polymorphisms, genetic association, sample size, heritability, meta-analysis
- MeSH terms
- Aged, Aged, 80 and over, Chromosomes, Human, Pair 5, Depression, Female, Humans, Male, Middle Aged, Genetic Predisposition to Disease, Polymorphism, Single Nucleotide, Genome-Wide Association Study
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