satmut_utils: a simulation and variant calling package for multiplexed assays of variant effect

Author:

Hoskins Ian,Sun Song,Cote Atina,Roth Frederick P.,Cenik CanORCID

Abstract

AbstractThe impact of millions of individual genetic variants on molecular phenotypes in coding sequences remains unknown. Multiplexed assays of variant effect (MAVEs) are scalable methods to annotate relevant variants, but existing software lacks standardization, requires cumbersome configuration, and does not scale to large targets. We present satmut_utils as a flexible solution for simulation and variant quantification. We then benchmark MAVE software using simulated and real MAVE data. We finally determine mRNA abundance for thousands of cystathionine beta-synthase variants using two experimental methods. The satmut_utils package enables high-performance analysis of MAVEs and reveals the capability of variants to alter mRNA abundance.

Funder

Welch Foundation

Cancer Prevention and Research Institute of Texas

National Cancer Institute

Publisher

Springer Science and Business Media LLC

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