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Minimal phenotyping yields genome-wide association signals of low specificity for major depression

Authors :
Cai, Na
Revez, Joana A.
Adams, Mark J.
Andlauer, Till F. M.
Breen, Gerome
Byrne, Enda M.
Clarke, Toni-Kim
Forstner, Andreas J.
Grabe, Hans J.
Hamilton, Steven P.
Levinson, Douglas F.
Lewis, Cathryn M.
Lewis, Glyn
Martin, Nicholas G.
Milaneschi, Yuri
Mors, Ole
Müller-Myhsok, Bertram
Penninx, Brenda W. J. H.
Perlis, Roy H.
Pistis, Giorgio
Potash, James B.
Preisig, Martin
Shi, Jianxin
Smoller, Jordan W.
Streit, Fabien
Tiemeier, Henning
Uher, Rudolf
Van der Auwera, Sandra
Viktorin, Alexander
Weissman, Myrna M.
Kendler, Kenneth S.
Flint, Jonathan
Source :
Nature Genetics; April 2020, Vol. 52 Issue: 4 p437-447, 11p
Publication Year :
2020

Abstract

Minimal phenotyping refers to the reliance on the use of a small number of self-reported items for disease case identification, increasingly used in genome-wide association studies (GWAS). Here we report differences in genetic architecture between depression defined by minimal phenotyping and strictly defined major depressive disorder (MDD): the former has a lower genotype-derived heritability that cannot be explained by inclusion of milder cases and a higher proportion of the genome contributing to this shared genetic liability with other conditions than for strictly defined MDD. GWAS based on minimal phenotyping definitions preferentially identifies loci that are not specific to MDD, and, although it generates highly predictive polygenic risk scores, the predictive power can be explained entirely by large sample sizes rather than by specificity for MDD. Our results show that reliance on results from minimal phenotyping may bias views of the genetic architecture of MDD and impede the ability to identify pathways specific to MDD.

Details

Language :
English
ISSN :
10614036 and 15461718
Volume :
52
Issue :
4
Database :
Supplemental Index
Journal :
Nature Genetics
Publication Type :
Periodical
Accession number :
ejs52807690
Full Text :
https://doi.org/10.1038/s41588-020-0594-5