[PEER REVIEWED] GermVarX: An Automated Workflow for Joint Germline Variant Exploration in Whole-Exome Sequencing Cohorts v1

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Authors: Nguyễn Thị Phương Thảo, Nguyen Khoi Dung, Mai Van Thuy, Nguyen Khoi Dung, Nguyen Lam Tung, Truong Thi Minh Ngoc, Hà Hồng Hạnh, Trần Thị Thùy Trang
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Abstract

GermVarX is an open-source workflow for joint germline variant discovery and exploration in WES cohort studies. A key feature of GermVarX is its implementation of joint variant calling, enabling simultaneous genotyping of multiple samples to produce a single, high-confidence multi-sample VCF, optimized for downstream analyses. Implemented in Nextflow DSL2 with Docker, it supports fully automated execution, a modular architecture, and parallelized task execution across diverse computing environments, including workstations, HPC clusters, and cloud platforms. The workflow integrates two state-of-the-art variant callers—GATK HaplotypeCaller and DeepVariant—with joint genotyping performed via GATK or GLnexus. To increase reliability, GermVarX supports consensus generation between callers, coupled with sample- and cohort-level quality control, functional annotation using the Variant Effect Predictor (VEP), and unified reporting through MultiQC. In addition, it provides PLINK-compatible outputs, facilitating seamless integration with statistical and association analyses.

Fields of Study & Subjects

Genomics and Rare Diseases Genomics and Phylogenetic Studies Scientific Computing and Data Management

Publication details

Publication date
20 January 2026
Language
EN
Document type
Preprint