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


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.

SUBMITTER: Cai N 

PROVIDER: S-EPMC7906795 | biostudies-literature | 2020 Apr

REPOSITORIES: biostudies-literature

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

Cai Na N   Revez Joana A JA   Adams Mark J MJ   Andlauer Till F M TFM   Breen Gerome G   Byrne Enda M EM   Clarke Toni-Kim TK   Forstner Andreas J AJ   Grabe Hans J HJ   Hamilton Steven P SP   Levinson Douglas F DF   Lewis Cathryn M CM   Lewis Glyn G   Martin Nicholas G NG   Milaneschi Yuri Y   Mors Ole O   Müller-Myhsok Bertram B   Penninx Brenda W J H BWJH   Perlis Roy H RH   Pistis Giorgio G   Potash James B JB   Preisig Martin M   Shi Jianxin J   Smoller Jordan W JW   Streit Fabien F   Tiemeier Henning H   Uher Rudolf R   Van der Auwera Sandra S   Viktorin Alexander A   Weissman Myrna M MM   Kendler Kenneth S KS   Flint Jonathan J  

Nature genetics 20200330 4


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 contributin  ...[more]

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