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

satmut_utils:一个用于多重变异效应检测的模拟和变异检测软件包。

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作者:Ian Hoskins ,Song Sun ,Atina Cote ,Frederick P Roth ,Can Cenik

Abstract

The 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. Keywords: CBS; Codon optimality; DMS; MAVE; MNP; Mutagenesis; SNP; Variant calling.

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