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T21ESTIMATING POLYGENICITY AND EFFECT-SIZE DISTRIBUTION IN FUNCTIONAL CATEGORIES OF THE GENOME USING SUMMARY STATISTICS DATA FROM GENOME-WIDE ASSOCIATION STUDIES.

Authors :
Shadrin, Alexey
Frei, Oleksandr
Smeland, Olav
Bettella, Francesco
O'Connell, Kevin
Gani, Osman
Bahrami, Shahram
Djurovic, Srdjan
Holland, Dominic
Dale, Anders M.
Andreassen, Ole
Source :
European Neuropsychopharmacology. 2019 Supplement 5, Vol. 29, pS229-S229. 1p.
Publication Year :
2019

Abstract

B Background: b Current studies of genetic architecture are often focused on the estimation of SNP-heritability. We propose a causal mixture model which estimates the number of non-null variants and the distribution of their effect sizes across different functional categories of the genome investigation of trait genetic architecture beyond SNP-heritability. Variant effect sizes are modelled with point-normal mixture prior, where both proportion of non-null variants and distribution of their effect sizes can vary between different functional categories of the genome. [Extracted from the article]

Details

Language :
English
ISSN :
0924977X
Volume :
29
Database :
Academic Search Index
Journal :
European Neuropsychopharmacology
Publication Type :
Academic Journal
Accession number :
138867874
Full Text :
https://doi.org/10.1016/j.euroneuro.2019.08.220