Literature DB >> 26420835

Ultra-fast local-haplotype variant calling using paired-end DNA-sequencing data reveals somatic mosaicism in tumor and normal blood samples.

Subhajit Sengupta1, Kamalakar Gulukota2, Yitan Zhu1, Carole Ober3, Katherine Naughton3, William Wentworth-Sheilds3, Yuan Ji4.   

Abstract

Somatic mosaicism refers to the existence of somatic mutations in a fraction of somatic cells in a single biological sample. Its importance has mainly been discussed in theory although experimental work has started to emerge linking somatic mosaicism to disease diagnosis. Through novel statistical modeling of paired-end DNA-sequencing data using blood-derived DNA from healthy donors as well as DNA from tumor samples, we present an ultra-fast computational pipeline, LocHap that searches for multiple single nucleotide variants (SNVs) that are scaffolded by the same reads. We refer to scaffolded SNVs as local haplotypes (LH). When an LH exhibits more than two genotypes, we call it a local haplotype variant (LHV). The presence of LHVs is considered evidence of somatic mosaicism because a genetically homogeneous cell population will not harbor LHVs. Applying LocHap to whole-genome and whole-exome sequence data in DNA from normal blood and tumor samples, we find wide-spread LHVs across the genome. Importantly, we find more LHVs in tumor samples than in normal samples, and more in older adults than in younger ones. We confirm the existence of LHVs and somatic mosaicism by validation studies in normal blood samples. LocHap is publicly available at http://www.compgenome.org/lochap.
© The Author(s) 2015. Published by Oxford University Press on behalf of Nucleic Acids Research.

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Year:  2015        PMID: 26420835      PMCID: PMC4756850          DOI: 10.1093/nar/gkv953

Source DB:  PubMed          Journal:  Nucleic Acids Res        ISSN: 0305-1048            Impact factor:   16.971


  42 in total

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4.  EXPANDS: expanding ploidy and allele frequency on nested subpopulations.

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5.  The effect of strand bias in Illumina short-read sequencing data.

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Authors:  Ursula M Schick; Andrew McDavid; Paul K Crane; Noah Weston; Kelly Ehrlich; Katherine M Newton; Robert Wallace; Ebony Bookman; Tabitha Harrison; Aaron Aragaki; David R Crosslin; Sophia S Wang; Alex P Reiner; Rebecca D Jackson; Ulrike Peters; Eric B Larson; Gail P Jarvik; Christopher S Carlson
Journal:  PLoS One       Date:  2013-03-22       Impact factor: 3.240

7.  TrAp: a tree approach for fingerprinting subclonal tumor composition.

Authors:  Francesco Strino; Fabio Parisi; Mariann Micsinai; Yuval Kluger
Journal:  Nucleic Acids Res       Date:  2013-07-27       Impact factor: 16.971

8.  Detectable clonal mosaicism from birth to old age and its relationship to cancer.

Authors:  Cathy C Laurie; Cecelia A Laurie; Kenneth Rice; Kimberly F Doheny; Leila R Zelnick; Caitlin P McHugh; Hua Ling; Kurt N Hetrick; Elizabeth W Pugh; Chris Amos; Qingyi Wei; Li-e Wang; Jeffrey E Lee; Kathleen C Barnes; Nadia N Hansel; Rasika Mathias; Denise Daley; Terri H Beaty; Alan F Scott; Ingo Ruczinski; Rob B Scharpf; Laura J Bierut; Sarah M Hartz; Maria Teresa Landi; Neal D Freedman; Lynn R Goldin; David Ginsburg; Jun Li; Karl C Desch; Sara S Strom; William J Blot; Lisa B Signorello; Sue A Ingles; Stephen J Chanock; Sonja I Berndt; Loic Le Marchand; Brian E Henderson; Kristine R Monroe; John A Heit; Mariza de Andrade; Sebastian M Armasu; Cynthia Regnier; William L Lowe; M Geoffrey Hayes; Mary L Marazita; Eleanor Feingold; Jeffrey C Murray; Mads Melbye; Bjarke Feenstra; Jae H Kang; Janey L Wiggs; Gail P Jarvik; Andrew N McDavid; Venkatraman E Seshan; Daniel B Mirel; Andrew Crenshaw; Nataliya Sharopova; Anastasia Wise; Jess Shen; David R Crosslin; David M Levine; Xiuwen Zheng; Jenna I Udren; Siiri Bennett; Sarah C Nelson; Stephanie M Gogarten; Matthew P Conomos; Patrick Heagerty; Teri Manolio; Louis R Pasquale; Christopher A Haiman; Neil Caporaso; Bruce S Weir
Journal:  Nat Genet       Date:  2012-05-06       Impact factor: 38.330

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Journal:  PLoS One       Date:  2013-11-12       Impact factor: 3.240

10.  Detectable clonal mosaicism and its relationship to aging and cancer.

Authors:  Kevin B Jacobs; Meredith Yeager; Weiyin Zhou; Sholom Wacholder; Zhaoming Wang; Benjamin Rodriguez-Santiago; Amy Hutchinson; Xiang Deng; Chenwei Liu; Marie-Josephe Horner; Michael Cullen; Caroline G Epstein; Laurie Burdett; Michael C Dean; Nilanjan Chatterjee; Joshua Sampson; Charles C Chung; Joseph Kovaks; Susan M Gapstur; Victoria L Stevens; Lauren T Teras; Mia M Gaudet; Demetrius Albanes; Stephanie J Weinstein; Jarmo Virtamo; Philip R Taylor; Neal D Freedman; Christian C Abnet; Alisa M Goldstein; Nan Hu; Kai Yu; Jian-Min Yuan; Linda Liao; Ti Ding; You-Lin Qiao; Yu-Tang Gao; Woon-Puay Koh; Yong-Bing Xiang; Ze-Zhong Tang; Jin-Hu Fan; Melinda C Aldrich; Christopher Amos; William J Blot; Cathryn H Bock; Elizabeth M Gillanders; Curtis C Harris; Christopher A Haiman; Brian E Henderson; Laurence N Kolonel; Loic Le Marchand; Lorna H McNeill; Benjamin A Rybicki; Ann G Schwartz; Lisa B Signorello; Margaret R Spitz; John K Wiencke; Margaret Wrensch; Xifeng Wu; Krista A Zanetti; Regina G Ziegler; Jonine D Figueroa; Montserrat Garcia-Closas; Nuria Malats; Gaelle Marenne; Ludmila Prokunina-Olsson; Dalsu Baris; Molly Schwenn; Alison Johnson; Maria Teresa Landi; Lynn Goldin; Dario Consonni; Pier Alberto Bertazzi; Melissa Rotunno; Preetha Rajaraman; Ulrika Andersson; Laura E Beane Freeman; Christine D Berg; Julie E Buring; Mary A Butler; Tania Carreon; Maria Feychting; Anders Ahlbom; J Michael Gaziano; Graham G Giles; Goran Hallmans; Susan E Hankinson; Patricia Hartge; Roger Henriksson; Peter D Inskip; Christoffer Johansen; Annelie Landgren; Roberta McKean-Cowdin; Dominique S Michaud; Beatrice S Melin; Ulrike Peters; Avima M Ruder; Howard D Sesso; Gianluca Severi; Xiao-Ou Shu; Kala Visvanathan; Emily White; Alicja Wolk; Anne Zeleniuch-Jacquotte; Wei Zheng; Debra T Silverman; Manolis Kogevinas; Juan R Gonzalez; Olaya Villa; Donghui Li; Eric J Duell; Harvey A Risch; Sara H Olson; Charles Kooperberg; Brian M Wolpin; Li Jiao; Manal Hassan; William Wheeler; Alan A Arslan; H Bas Bueno-de-Mesquita; Charles S Fuchs; Steven Gallinger; Myron D Gross; Elizabeth A Holly; Alison P Klein; Andrea LaCroix; Margaret T Mandelson; Gloria Petersen; Marie-Christine Boutron-Ruault; Paige M Bracci; Federico Canzian; Kenneth Chang; Michelle Cotterchio; Edward L Giovannucci; Michael Goggins; Judith A Hoffman Bolton; Mazda Jenab; Kay-Tee Khaw; Vittorio Krogh; Robert C Kurtz; Robert R McWilliams; Julie B Mendelsohn; Kari G Rabe; Elio Riboli; Anne Tjønneland; Geoffrey S Tobias; Dimitrios Trichopoulos; Joanne W Elena; Herbert Yu; Laufey Amundadottir; Rachael Z Stolzenberg-Solomon; Peter Kraft; Fredrick Schumacher; Daniel Stram; Sharon A Savage; Lisa Mirabello; Irene L Andrulis; Jay S Wunder; Ana Patiño García; Luis Sierrasesúmaga; Donald A Barkauskas; Richard G Gorlick; Mark Purdue; Wong-Ho Chow; Lee E Moore; Kendra L Schwartz; Faith G Davis; Ann W Hsing; Sonja I Berndt; Amanda Black; Nicolas Wentzensen; Louise A Brinton; Jolanta Lissowska; Beata Peplonska; Katherine A McGlynn; Michael B Cook; Barry I Graubard; Christian P Kratz; Mark H Greene; Ralph L Erickson; David J Hunter; Gilles Thomas; Robert N Hoover; Francisco X Real; Joseph F Fraumeni; Neil E Caporaso; Margaret Tucker; Nathaniel Rothman; Luis A Pérez-Jurado; Stephen J Chanock
Journal:  Nat Genet       Date:  2012-05-06       Impact factor: 38.330

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  5 in total

Review 1.  Detecting Somatic Mutations in Normal Cells.

Authors:  Yanmei Dou; Heather D Gold; Lovelace J Luquette; Peter J Park
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2.  Somatic and Germline Variant Calling from Next-Generation Sequencing Data.

Authors:  Ti-Cheng Chang; Ke Xu; Zhongshan Cheng; Gang Wu
Journal:  Adv Exp Med Biol       Date:  2022       Impact factor: 2.622

3.  Phased Genotyping-by-Sequencing Enhances Analysis of Genetic Diversity and Reveals Divergent Copy Number Variants in Maize.

Authors:  Heather Manching; Subhajit Sengupta; Keith R Hopper; Shawn W Polson; Yuan Ji; Randall J Wisser
Journal:  G3 (Bethesda)       Date:  2017-07-05       Impact factor: 3.154

Review 4.  Comprehensive Outline of Whole Exome Sequencing Data Analysis Tools Available in Clinical Oncology.

Authors:  Áron Bartha; Balázs Győrffy
Journal:  Cancers (Basel)       Date:  2019-11-04       Impact factor: 6.639

Review 5.  A review of somatic single nucleotide variant calling algorithms for next-generation sequencing data.

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Journal:  Comput Struct Biotechnol J       Date:  2018-02-06       Impact factor: 7.271

  5 in total

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