Literature DB >> 25553206

Using VarScan 2 for Germline Variant Calling and Somatic Mutation Detection.

Daniel C Koboldt1, David E Larson2, Richard K Wilson2.   

Abstract

The identification of small sequence variants remains a challenging but critical step in the analysis of next-generation sequencing data. Our variant calling tool, VarScan 2, employs heuristic and statistic thresholds based on user-defined criteria to call variants using SAMtools mpileup data as input. Here, we provide guidelines for generating that input, and describe protocols for using VarScan 2 to (1) identify germline variants in individual samples; (2) call somatic mutations, copy number alterations, and LOH events in tumor-normal pairs; and (3) identify germline variants, de novo mutations, and Mendelian inheritance errors in family trios. Further, we describe a strategy for variant filtering that removes likely false positives associated with common sequencing- and alignment-related artifacts.

Entities:  

Keywords:  indels; mutation detection; next-generation sequencing; snvs; trio calling; variant calling; varscan 2

Mesh:

Year:  2013        PMID: 25553206      PMCID: PMC4278659          DOI: 10.1002/0471250953.bi1504s44

Source DB:  PubMed          Journal:  Curr Protoc Bioinformatics        ISSN: 1934-3396


  23 in total

1.  The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data.

Authors:  Aaron McKenna; Matthew Hanna; Eric Banks; Andrey Sivachenko; Kristian Cibulskis; Andrew Kernytsky; Kiran Garimella; David Altshuler; Stacey Gabriel; Mark Daly; Mark A DePristo
Journal:  Genome Res       Date:  2010-07-19       Impact factor: 9.043

2.  A SNP discovery method to assess variant allele probability from next-generation resequencing data.

Authors:  Yufeng Shen; Zhengzheng Wan; Cristian Coarfa; Rafal Drabek; Lei Chen; Elizabeth A Ostrowski; Yue Liu; George M Weinstock; David A Wheeler; Richard A Gibbs; Fuli Yu
Journal:  Genome Res       Date:  2009-12-17       Impact factor: 9.043

3.  VarScan: variant detection in massively parallel sequencing of individual and pooled samples.

Authors:  Daniel C Koboldt; Ken Chen; Todd Wylie; David E Larson; Michael D McLellan; Elaine R Mardis; George M Weinstock; Richard K Wilson; Li Ding
Journal:  Bioinformatics       Date:  2009-06-19       Impact factor: 6.937

Review 4.  Next-generation DNA sequencing methods.

Authors:  Elaine R Mardis
Journal:  Annu Rev Genomics Hum Genet       Date:  2008       Impact factor: 8.929

5.  Analysis of genetic inheritance in a family quartet by whole-genome sequencing.

Authors:  Jared C Roach; Gustavo Glusman; Arian F A Smit; Chad D Huff; Robert Hubley; Paul T Shannon; Lee Rowen; Krishna P Pant; Nathan Goodman; Michael Bamshad; Jay Shendure; Radoje Drmanac; Lynn B Jorde; Leroy Hood; David J Galas
Journal:  Science       Date:  2010-03-10       Impact factor: 47.728

Review 6.  Challenges of sequencing human genomes.

Authors:  Daniel C Koboldt; Li Ding; Elaine R Mardis; Richard K Wilson
Journal:  Brief Bioinform       Date:  2010-06-02       Impact factor: 11.622

7.  A map of human genome variation from population-scale sequencing.

Authors:  Gonçalo R Abecasis; David Altshuler; Adam Auton; Lisa D Brooks; Richard M Durbin; Richard A Gibbs; Matt E Hurles; Gil A McVean
Journal:  Nature       Date:  2010-10-28       Impact factor: 49.962

8.  Pindel: a pattern growth approach to detect break points of large deletions and medium sized insertions from paired-end short reads.

Authors:  Kai Ye; Marcel H Schulz; Quan Long; Rolf Apweiler; Zemin Ning
Journal:  Bioinformatics       Date:  2009-06-26       Impact factor: 6.937

9.  The Sequence Alignment/Map format and SAMtools.

Authors:  Heng Li; Bob Handsaker; Alec Wysoker; Tim Fennell; Jue Ruan; Nils Homer; Gabor Marth; Goncalo Abecasis; Richard Durbin
Journal:  Bioinformatics       Date:  2009-06-08       Impact factor: 6.937

10.  A survey of tools for variant analysis of next-generation genome sequencing data.

Authors:  Stephan Pabinger; Andreas Dander; Maria Fischer; Rene Snajder; Michael Sperk; Mirjana Efremova; Birgit Krabichler; Michael R Speicher; Johannes Zschocke; Zlatko Trajanoski
Journal:  Brief Bioinform       Date:  2013-01-21       Impact factor: 11.622

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  94 in total

1.  Novel Transcriptional Activity and Extensive Allelic Imbalance in the Human MHC Region.

Authors:  Elizabeth Gensterblum-Miller; Weisheng Wu; Amr H Sawalha
Journal:  J Immunol       Date:  2018-01-08       Impact factor: 5.422

2.  Janus Kinase Mutations in Mice Lacking PU.1 and Spi-B Drive B Cell Leukemia through Reactive Oxygen Species-Induced DNA Damage.

Authors:  Michelle Lim; Carolina R Batista; Bruno R de Oliveira; Rachel Creighton; Jacob Ferguson; Kurt Clemmer; Devon Knight; James Iansavitchous; Danish Mahmood; Mariano Avino; Rodney P DeKoter
Journal:  Mol Cell Biol       Date:  2020-08-28       Impact factor: 4.272

3.  Distinct Mechanisms of Resistance to a CENP-E Inhibitor Emerge in Near-Haploid and Diploid Cancer Cells.

Authors:  Rudolf Pisa; Donovan Y Z Phua; Tarun M Kapoor
Journal:  Cell Chem Biol       Date:  2020-05-21       Impact factor: 8.116

4.  DISTAG/TBCCd1 Is Required for Basal Cell Fate Determination in Ectocarpus.

Authors:  Olivier Godfroy; Toshiki Uji; Chikako Nagasato; Agnieszka P Lipinska; Delphine Scornet; Akira F Peters; Komlan Avia; Sebastien Colin; Laure Mignerot; Taizo Motomura; J Mark Cock; Susana M Coelho
Journal:  Plant Cell       Date:  2017-12-05       Impact factor: 11.277

5.  Development of the variant calling algorithm, ADIScan, and its use to estimate discordant sequences between monozygotic twins.

Authors:  Yangrae Cho; Sunho Lee; Jong Hui Hong; Byong Joon Kim; Woon-Young Hong; Jongcheol Jung; Hyang Burm Lee; Joohon Sung; Han-Na Kim; Hyung-Lae Kim; Jongsun Jung
Journal:  Nucleic Acids Res       Date:  2018-09-06       Impact factor: 16.971

6.  Multiple antibodies targeting tumor-specific mutations redirect immune cells to inhibit tumor growth and increase survival in experimental animal models.

Authors:  G S Shukla; S C Pero; Y -J Sun; L Mei; F Zhang; G Sholler; D N Krag
Journal:  Clin Transl Oncol       Date:  2019-11-16       Impact factor: 3.405

Review 7.  Next Generation Sequencing and Bioinformatics Analysis of Family Genetic Inheritance.

Authors:  Aquillah M Kanzi; James Emmanuel San; Benjamin Chimukangara; Eduan Wilkinson; Maryam Fish; Veron Ramsuran; Tulio de Oliveira
Journal:  Front Genet       Date:  2020-10-23       Impact factor: 4.599

8.  Depletion of Mouse Cells from Human Tumor Xenografts Significantly Improves Downstream Analysis of Target Cells.

Authors:  David J Agorku; Stefan Tomiuk; Kerstin Klingner; Stefan Wild; Silvia Rüberg; Lisa Zatrieb; Andreas Bosio; Julia Schueler; Olaf Hardt
Journal:  J Vis Exp       Date:  2016-07-29       Impact factor: 1.355

Review 9.  Next Generation Sequencing Data Analysis in Primary Immunodeficiency Disorders - Future Directions.

Authors:  Mingyan Fang; Hassan Abolhassani; Che Kang Lim; Jianguo Zhang; Lennart Hammarström
Journal:  J Clin Immunol       Date:  2016-03-18       Impact factor: 8.317

10.  Genomic and Epigenomic Landscaping Defines New Therapeutic Targets for Adenosquamous Carcinoma of the Pancreas.

Authors:  Elizabeth Lenkiewicz; Smriti Malasi; Tara L Hogenson; Luis F Flores; Whitney Barham; William J Phillips; Alexander S Roesler; Kendall R Chambers; Nirakar Rajbhandari; Akimasa Hayashi; Corina E Antal; Michael Downes; Paul M Grandgenett; Michael A Hollingsworth; Derek Cridebring; Yuning Xiong; Jeong-Heon Lee; Zhenqing Ye; Huihuang Yan; Matthew C Hernandez; Jennifer L Leiting; Ronald M Evans; Tamas Ordog; Mark J Truty; Mitesh J Borad; Tannishtha Reya; Daniel D Von Hoff; Martin E Fernandez-Zapico; Michael T Barrett
Journal:  Cancer Res       Date:  2020-09-14       Impact factor: 12.701

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