학술논문

ImputAccur: fast and user-friendly calculation of genotype-imputation accuracy-measures
Document Type
article
Source
BMC Bioinformatics, Vol 23, Iss 1, Pp 1-6 (2022)
Subject
Imputation
Accuracy
GWAS
Marker selection
SNP
Quality control
Computer applications to medicine. Medical informatics
R858-859.7
Biology (General)
QH301-705.5
Language
English
ISSN
1471-2105
Abstract
Abstract Background ImputAccur is a software tool to measure genotype-imputation accuracy. Imputation of untyped markers is a standard approach in genome-wide association studies to close the gap between directly genotyped and other known DNA variants. However, high accuracy for imputed genotypes is fundamental. Several accuracy measures have been proposed, but unfortunately, they are implemented on different platforms, which is impractical. Results With ImputAccur, the accuracy measures info, Iam-hiQ and r 2 -based indices can be derived from standard output files of imputation software. Sample/probe and marker filtering is possible. This allows e.g. accurate marker filtering ahead of data analysis. Conclusions The source code (Python version 3.9.4), a standalone executive file, and example data for ImputAccur are freely available at https://gitlab.gwdg.de/kolja.thormann1/imputationquality.git .