Evidence map›Paper›PMID 30541431›Full record

ArticleBMC bioinformatics2018

VarGenius executes cohort-level DNA-seq variant calling and annotation and allows to manage the resulting data through a PostgreSQL database.

F Musacchia, A Ciolfi, M Mutarelli, A Bruselles, R Castello, M Pinelli, S Basu, S Banfi, G Casari, M Tartaglia and 2 more

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

22 citing papers in PubMed.

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  14. Biallelic variants in CENPF causing a phenotype distinct from Strømme syndrome.American journal of medical genetics. Part C, Seminars in medical genetics · 2022
    Article
  15. Article
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  17. Observational
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

F MusacchiaTelethon Institute for Genetics and Medicine, Viale Campi Flegrei, 34, 80078, Pozzuoli (Naples), Italy. f.musacchia@tigem.it.ORCID http://orcid.org/0000-0001-9440-1080
A CiolfiGenetics and Rare Diseases Research Division, Bambino Gesù Children's Hospital, Istituto di Ricovero e Cura a Carattere Scientifico, Rome, Italy.
M MutarelliTelethon Institute for Genetics and Medicine, Viale Campi Flegrei, 34, 80078, Pozzuoli (Naples), Italy.
A BrusellesDepartment of Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy.
R CastelloTelethon Institute for Genetics and Medicine, Viale Campi Flegrei, 34, 80078, Pozzuoli (Naples), Italy.
M PinelliTelethon Institute for Genetics and Medicine, Viale Campi Flegrei, 34, 80078, Pozzuoli (Naples), Italy.
S BasuDepartment of Medical Biochemistry and Cell Biology Institue of Biomedicine, The Sahlgrenska Academy University of Gothenburg, Gothenburg, Sweden.
S BanfiTelethon Institute for Genetics and Medicine, Viale Campi Flegrei, 34, 80078, Pozzuoli (Naples), Italy.
G CasariTelethon Institute for Genetics and Medicine, Viale Campi Flegrei, 34, 80078, Pozzuoli (Naples), Italy.
M TartagliaGenetics and Rare Diseases Research Division, Bambino Gesù Children's Hospital, Istituto di Ricovero e Cura a Carattere Scientifico, Rome, Italy.
V NigroTelethon Institute for Genetics and Medicine, Viale Campi Flegrei, 34, 80078, Pozzuoli (Naples), Italy.
TUDP

Funding

Fondazione Telethon GSP15001
6 · The paper itself

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.

Indexed as

Computational BiologyDatabases, FactualHigh-Throughput Nucleotide SequencingHumansSequence Analysis, DNA

Identifiers

PMID30541431
PMCPMC6291943

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.