Literature DB >> 32269765

Sarek: A portable workflow for whole-genome sequencing analysis of germline and somatic variants.

Maxime Garcia1, Szilveszter Juhos1,2,3, Malin Larsson4, Pall I Olason3, Marcel Martin5, Jesper Eisfeldt6, Sebastian DiLorenzo7, Johanna Sandgren1, Teresita Díaz De Ståhl1, Philip Ewels2, Valtteri Wirta8, Monica Nistér1, Max Käller9, Björn Nystedt3.   

Abstract

Whole-genome sequencing (WGS) is a fundamental technology for research to advance precision medicine, but the limited availability of portable and user-friendly workflows for WGS analyses poses a major challenge for many research groups and hampers scientific progress. Here we present Sarek, an open-source workflow to detect germline variants and somatic mutations based on sequencing data from WGS, whole-exome sequencing (WES), or gene panels. Sarek features (i) easy installation, (ii) robust portability across different computer environments, (iii) comprehensive documentation, (iv) transparent and easy-to-read code, and (v) extensive quality metrics reporting. Sarek is implemented in the Nextflow workflow language and supports both Docker and Singularity containers as well as Conda environments, making it ideal for easy deployment on any POSIX-compatible computers and cloud compute environments. Sarek follows the GATK best-practice recommendations for read alignment and pre-processing, and includes a wide range of software for the identification and annotation of germline and somatic single-nucleotide variants, insertion and deletion variants, structural variants, tumour sample purity, and variations in ploidy and copy number. Sarek offers easy, efficient, and reproducible WGS analyses, and can readily be used both as a production workflow at sequencing facilities and as a powerful stand-alone tool for individual research groups. The Sarek source code, documentation and installation instructions are freely available at https://github.com/nf-core/sarek and at https://nf-co.re/sarek/. Copyright:
© 2020 Garcia M et al.

Entities:  

Keywords:  Analysis workflow; Cancer; Germline variants; Somatic variants; Whole Genome Sequencing

Year:  2020        PMID: 32269765      PMCID: PMC7111497.2          DOI: 10.12688/f1000research.16665.2

Source DB:  PubMed          Journal:  F1000Res        ISSN: 2046-1402


  24 in total

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Journal:  Fly (Austin)       Date:  2012 Apr-Jun       Impact factor: 2.160

2.  Strelka2: fast and accurate calling of germline and somatic variants.

Authors:  Sangtae Kim; Konrad Scheffler; Aaron L Halpern; Mitchell A Bekritsky; Eunho Noh; Morten Källberg; Xiaoyu Chen; Yeonbin Kim; Doruk Beyter; Peter Krusche; Christopher T Saunders
Journal:  Nat Methods       Date:  2018-07-16       Impact factor: 28.547

3.  The Sequence Alignment/Map format and SAMtools.

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Journal:  Bioinformatics       Date:  2009-06-08       Impact factor: 6.937

4.  Manta: rapid detection of structural variants and indels for germline and cancer sequencing applications.

Authors:  Xiaoyu Chen; Ole Schulz-Trieglaff; Richard Shaw; Bret Barnes; Felix Schlesinger; Morten Källberg; Anthony J Cox; Semyon Kruglyak; Christopher T Saunders
Journal:  Bioinformatics       Date:  2015-12-08       Impact factor: 6.937

5.  The variant call format and VCFtools.

Authors:  Petr Danecek; Adam Auton; Goncalo Abecasis; Cornelis A Albers; Eric Banks; Mark A DePristo; Robert E Handsaker; Gerton Lunter; Gabor T Marth; Stephen T Sherry; Gilean McVean; Richard Durbin
Journal:  Bioinformatics       Date:  2011-06-07       Impact factor: 6.937

6.  Qualimap 2: advanced multi-sample quality control for high-throughput sequencing data.

Authors:  Konstantin Okonechnikov; Ana Conesa; Fernando García-Alcalde
Journal:  Bioinformatics       Date:  2015-10-01       Impact factor: 6.937

7.  TIDDIT, an efficient and comprehensive structural variant caller for massive parallel sequencing data.

Authors:  Jesper Eisfeldt; Francesco Vezzi; Pall Olason; Daniel Nilsson; Anna Lindstrand
Journal:  F1000Res       Date:  2017-05-10

8.  An open resource for accurately benchmarking small variant and reference calls.

Authors:  Justin M Zook; Jennifer McDaniel; Nathan D Olson; Justin Wagner; Hemang Parikh; Haynes Heaton; Sean A Irvine; Len Trigg; Rebecca Truty; Cory Y McLean; Francisco M De La Vega; Chunlin Xiao; Stephen Sherry; Marc Salit
Journal:  Nat Biotechnol       Date:  2019-04-01       Impact factor: 54.908

9.  Butler enables rapid cloud-based analysis of thousands of human genomes.

Authors:  Sergei Yakneen; Sebastian M Waszak; Michael Gertz; Jan O Korbel
Journal:  Nat Biotechnol       Date:  2020-02-05       Impact factor: 54.908

10.  SpeedSeq: ultra-fast personal genome analysis and interpretation.

Authors:  Colby Chiang; Ryan M Layer; Gregory G Faust; Michael R Lindberg; David B Rose; Erik P Garrison; Gabor T Marth; Aaron R Quinlan; Ira M Hall
Journal:  Nat Methods       Date:  2015-08-10       Impact factor: 28.547

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Journal:  STAR Protoc       Date:  2021-12-15

2.  Amplification of human interneuron progenitors promotes brain tumors and neurological defects.

Authors:  Oliver L Eichmüller; Nina S Corsini; Ábel Vértesy; Ilaria Morassut; Theresa Scholl; Victoria-Elisabeth Gruber; Angela M Peer; Julia Chu; Maria Novatchkova; Johannes A Hainfellner; Mercedes F Paredes; Martha Feucht; Jürgen A Knoblich
Journal:  Science       Date:  2022-01-28       Impact factor: 63.714

3.  The evolution of relapse of adult T cell acute lymphoblastic leukemia.

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Journal:  Genome Biol       Date:  2020-11-23       Impact factor: 13.583

4.  Pan-genomic characterization of high-risk pediatric papillary thyroid carcinoma.

Authors:  Adam Stenman; Samuel Backman; Klara Johansson; Johan O Paulsson; Peter Stålberg; Jan Zedenius; C Christofer Juhlin
Journal:  Endocr Relat Cancer       Date:  2021-04-29       Impact factor: 5.678

5.  Clinical efficacy of T-cell therapy after short-term BRAF-inhibitor priming in patients with checkpoint inhibitor-resistant metastatic melanoma.

Authors:  Troels Holz Borch; Katja Harbst; Aynal Haque Rana; Rikke Andersen; Evelina Martinenaite; Per Kongsted; Magnus Pedersen; Morten Nielsen; Julie Westerlin Kjeldsen; Anders Handrup Kverneland; Martin Lauss; Lisbet Rosenkrantz Hölmich; Helle Hendel; Özcan Met; Göran Jönsson; Marco Donia; Inge Marie Svane
Journal:  J Immunother Cancer       Date:  2021-07       Impact factor: 12.469

6.  Mutational patterns and clonal evolution from diagnosis to relapse in pediatric acute lymphoblastic leukemia.

Authors:  Shumaila Sayyab; Anders Lundmark; Malin Larsson; Markus Ringnér; Sara Nystedt; Yanara Marincevic-Zuniga; Katja Pokrovskaja Tamm; Jonas Abrahamsson; Linda Fogelstrand; Mats Heyman; Ulrika Norén-Nyström; Gudmar Lönnerholm; Arja Harila-Saari; Eva C Berglund; Jessica Nordlund; Ann-Christine Syvänen
Journal:  Sci Rep       Date:  2021-08-06       Impact factor: 4.379

7.  GenomeChronicler: The Personal Genome Project UK Genomic Report Generator Pipeline.

Authors:  José Afonso Guerra-Assunção; Lucia Conde; Ismail Moghul; Amy P Webster; Simone Ecker; Olga Chervova; Christina Chatzipantsiou; Pablo P Prieto; Stephan Beck; Javier Herrero
Journal:  Front Genet       Date:  2020-09-24       Impact factor: 4.599

8.  Cell-Free DNA Analysis by Whole-Exome Sequencing for Hepatocellular Carcinoma: A Pilot Study in Thailand.

Authors:  Pattapon Kunadirek; Natthaya Chuaypen; Piroon Jenjaroenpun; Thidathip Wongsurawat; Nutcha Pinjaroen; Pongserath Sirichindakul; Intawat Nookaew; Pisit Tangkijvanich
Journal:  Cancers (Basel)       Date:  2021-05-06       Impact factor: 6.639

Review 9.  Prospects and challenges of cancer systems medicine: from genes to disease networks.

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10.  A Nonsense Variant in CCDC65 Gene Causes Respiratory Failure Associated with Increased Lamb Mortality in French Lacaune Dairy Sheep.

Authors:  Maxime Ben Braiek; Carole Moreno-Romieux; Charlotte Allain; Philippe Bardou; Arnaud Bordes; Frédéric Debat; Cord Drögemüller; Florence Plisson-Petit; David Portes; Julien Sarry; Némuel Tadi; Florent Woloszyn; Stéphane Fabre
Journal:  Genes (Basel)       Date:  2021-12-24       Impact factor: 4.096

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