ArticleBMC bioinformatics2018
VarGenius executes cohort-level DNA-seq variant calling and annotation and allows to manage the resulting data through a PostgreSQL database.
Article in BMC bioinformatics, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed.
- Telethon Undiagnosed Disease Program: Structured approach to solving rare childhood-onset genetic diseases.Genetics in medicine open · 2026Article
- Myopathic Ehlers-Danlos Syndrome (mEDS) Related toInternational journal of molecular sciences · 2025Review
- Deletion Testing of theHuman mutation · 2025Article
- Best practices for germline variant and DNA methylation analysis of second- and third-generation sequencing data.Human genomics · 2024Review
- A Novel HomozygousGenes · 2023Article
- RagD auto-activating mutations impair MiT/TFE activity in kidney tubulopathy and cardiomyopathy syndrome.Nature communications · 2023Article
- Neurologic, Neuropsychologic, and Neuroradiologic Features ofNeurology. Genetics · 2023Article
- TEFM variants impair mitochondrial transcription causing childhood-onset neurological disease.Nature communications · 2023Article
- Expanding the genetics and phenotypic spectrum of Lysine-specific demethylase 5C (KDM5C): a report of 13 novel variants.European journal of human genetics : EJHG · 2023Article
- Postnatal microcephaly and retinal involvement expand the phenotype of RPL10-related disorder.American journal of medical genetics. Part A · 2022Article
- De novo variants in genes regulating stress granule assembly associate with neurodevelopmental disorders.Science advances · 2022Article
- Mystery(n) Phenotypic Presentation in Europeans: Report of Three Further Novel MissenseInternational journal of molecular sciences · 2022Review
- Aggregated Genomic Data as Cohort-Specific Allelic Frequencies can Boost Variants and Genes Prioritization in Non-Solved Cases of Inherited Retinal Dystrophies.International journal of molecular sciences · 2022Article
- Biallelic variants in CENPF causing a phenotype distinct from Strømme syndrome.American journal of medical genetics. Part C, Seminars in medical genetics · 2022Article
- Article
- Integrated diagnosis based on transcriptome analysis in suspected pediatric sarcomas.NPJ genomic medicine · 2021Article
- Clinical and Molecular Characterization of Achromatopsia Patients: A Longitudinal Study.International journal of molecular sciences · 2021Observational
- Spectrum of Disease Severity in Patients With X-Linked Retinitis Pigmentosa Due to RPGR Mutations.Investigative ophthalmology & visual science · 2020Article
- The position of nonsense mutations can predict the phenotype severity: A survey on the DMD gene.PloS one · 2020Article
- Parkinsonism, Intellectual Disability, and Catatonia in a Young Male WithMovement disorders clinical practice · 2020Article
Corrections and comments
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Authors and funding
12 authors.
Funding
Abstract
backgroundTargeted resequencing has become the most used and cost-effective approach for identifying causative mutations of Mendelian diseases both for diagnostics and research purposes. Due to very rapid technological progress, NGS laboratories are expanding their capabilities to address the increasing number of analyses. Several open source tools are available to build a generic variant calling pipeline, but a tool able to simultaneously execute multiple analyses, organize, and categorize the samples is still missing.
resultsHere we describe VarGenius, a Linux based command line software able to execute customizable pipelines for the analysis of multiple targeted resequencing data using parallel computing. VarGenius provides a database to store the output of the analysis (calling quality statistics, variant annotations, internal allelic variant frequencies) and sample information (personal data, genotypes, phenotypes). VarGenius can also perform the "joint analysis" of hundreds of samples with a single command, drastically reducing the time for the configuration and execution of the analysis. VarGenius executes the standard pipeline of the Genome Analysis Tool-Kit (GATK) best practices (GBP) for germinal variant calling, annotates the variants using Annovar, and generates a user-friendly output displaying the results through a web page. VarGenius has been tested on a parallel computing cluster with 52 machines with 120GB of RAM each. Under this configuration, a 50 M whole exome sequencing (WES) analysis for a family was executed in about 7 h (trio or quartet); a joint analysis of 30 WES in about 24 h and the parallel analysis of 34 single samples from a 1 M panel in about 2 h.
conclusionsWe developed VarGenius, a "master" tool that faces the increasing demand of heterogeneous NGS analyses and allows maximum flexibility for downstream analyses. It paves the way to a different kind of analysis, centered on cohorts rather than on singleton. Patient and variant information are stored into the database and any output file can be accessed programmatically. VarGenius can be used for routine analyses by biomedical researchers with basic Linux skills providing additional flexibility for computational biologists to develop their own algorithms for the comparison and analysis of data. The software is freely available at: https://github.com/frankMusacchia/VarGenius.
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