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Variant-specific inflation factors for assessing population stratification at the phenotypic variance level

Authors :
Tamar Sofer
Xiuwen Zheng
Cecelia A. Laurie
Stephanie M. Gogarten
Jennifer A. Brody
Matthew P. Conomos
Joshua C. Bis
Timothy A. Thornton
Adam Szpiro
Jeffrey R. O’Connell
Ethan M. Lange
Yan Gao
L. Adrienne Cupples
Bruce M. Psaty
NHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium
Kenneth M. Rice
Source :
Nature Communications, Vol 12, Iss 1, Pp 1-14 (2021)
Publication Year :
2021
Publisher :
Nature Portfolio, 2021.

Abstract

Pooling participant-level genetic data into a single analysis can result in variance stratification, reducing statistical performance. Here, the authors develop variant-specific inflation factors to assess variance stratification and apply this to pooled individual-level data from whole genome sequencing.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
12
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.95ef2a1716c643edaaee931435315164
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-021-23655-2