Literature DB >> 21344269

Technology-specific error signatures in the 1000 Genomes Project data.

Michael Nothnagel1, Alexander Herrmann, Andreas Wolf, Stefan Schreiber, Matthias Platzer, Reiner Siebert, Michael Krawczak, Jochen Hampe.   

Abstract

Next-generation sequencing (NGS) will likely facilitate a better understanding of the causes and consequences of human genetic variability. In this context, the validity of NGS-inferred single-nucleotide variants (SNVs) is of paramount importance. We therefore developed a statistical framework to assess the fidelity of three common NGS platforms. Using aligned DNA sequence data from two completely sequenced HapMap samples as included in the 1000 Genomes Project, we unraveled remarkably different error profiles for the three platforms. Compared to confirmed HapMap variants, newly identified SNVs included a substantial proportion of false positives (3-17%). Consensus calling by more than one platform yielded significantly lower error rates (1-4%). This implies that the use of multiple NGS platforms may be more cost-efficient than relying upon a single technology alone, particularly in physically localized sequencing experiments that rely upon small error rates. Our study thus highlights that different NGS platforms suit different practical applications differently well, and that NGS-based studies require stringent data quality control for their results to be valid.

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Year:  2011        PMID: 21344269     DOI: 10.1007/s00439-011-0971-3

Source DB:  PubMed          Journal:  Hum Genet        ISSN: 0340-6717            Impact factor:   4.132


  20 in total

1.  Allelic variation in human gene expression.

Authors:  Hai Yan; Weishi Yuan; Victor E Velculescu; Bert Vogelstein; Kenneth W Kinzler
Journal:  Science       Date:  2002-08-16       Impact factor: 47.728

2.  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

3.  A haplotype map of the human genome.

Authors: 
Journal:  Nature       Date:  2005-10-27       Impact factor: 49.962

4.  Sequencing in real time.

Authors:  Michael L Metzker
Journal:  Nat Biotechnol       Date:  2009-02       Impact factor: 54.908

5.  Personal genomes: The case of the missing heritability.

Authors:  Brendan Maher
Journal:  Nature       Date:  2008-11-06       Impact factor: 49.962

Review 6.  Sequencing technologies - the next generation.

Authors:  Michael L Metzker
Journal:  Nat Rev Genet       Date:  2009-12-08       Impact factor: 53.242

7.  A high-resolution, nucleosome position map of C. elegans reveals a lack of universal sequence-dictated positioning.

Authors:  Anton Valouev; Jeffrey Ichikawa; Thaisan Tonthat; Jeremy Stuart; Swati Ranade; Heather Peckham; Kathy Zeng; Joel A Malek; Gina Costa; Kevin McKernan; Arend Sidow; Andrew Fire; Steven M Johnson
Journal:  Genome Res       Date:  2008-05-13       Impact factor: 9.043

8.  A second generation human haplotype map of over 3.1 million SNPs.

Authors:  Kelly A Frazer; Dennis G Ballinger; David R Cox; David A Hinds; Laura L Stuve; Richard A Gibbs; John W Belmont; Andrew Boudreau; Paul Hardenbol; Suzanne M Leal; Shiran Pasternak; David A Wheeler; Thomas D Willis; Fuli Yu; Huanming Yang; Changqing Zeng; Yang Gao; Haoran Hu; Weitao Hu; Chaohua Li; Wei Lin; Siqi Liu; Hao Pan; Xiaoli Tang; Jian Wang; Wei Wang; Jun Yu; Bo Zhang; Qingrun Zhang; Hongbin Zhao; Hui Zhao; Jun Zhou; Stacey B Gabriel; Rachel Barry; Brendan Blumenstiel; Amy Camargo; Matthew Defelice; Maura Faggart; Mary Goyette; Supriya Gupta; Jamie Moore; Huy Nguyen; Robert C Onofrio; Melissa Parkin; Jessica Roy; Erich Stahl; Ellen Winchester; Liuda Ziaugra; David Altshuler; Yan Shen; Zhijian Yao; Wei Huang; Xun Chu; Yungang He; Li Jin; Yangfan Liu; Yayun Shen; Weiwei Sun; Haifeng Wang; Yi Wang; Ying Wang; Xiaoyan Xiong; Liang Xu; Mary M Y Waye; Stephen K W Tsui; Hong Xue; J Tze-Fei Wong; Luana M Galver; Jian-Bing Fan; Kevin Gunderson; Sarah S Murray; Arnold R Oliphant; Mark S Chee; Alexandre Montpetit; Fanny Chagnon; Vincent Ferretti; Martin Leboeuf; Jean-François Olivier; Michael S Phillips; Stéphanie Roumy; Clémentine Sallée; Andrei Verner; Thomas J Hudson; Pui-Yan Kwok; Dongmei Cai; Daniel C Koboldt; Raymond D Miller; Ludmila Pawlikowska; Patricia Taillon-Miller; Ming Xiao; Lap-Chee Tsui; William Mak; You Qiang Song; Paul K H Tam; Yusuke Nakamura; Takahisa Kawaguchi; Takuya Kitamoto; Takashi Morizono; Atsushi Nagashima; Yozo Ohnishi; Akihiro Sekine; Toshihiro Tanaka; Tatsuhiko Tsunoda; Panos Deloukas; Christine P Bird; Marcos Delgado; Emmanouil T Dermitzakis; Rhian Gwilliam; Sarah Hunt; Jonathan Morrison; Don Powell; Barbara E Stranger; Pamela Whittaker; David R Bentley; Mark J Daly; Paul I W de Bakker; Jeff Barrett; Yves R Chretien; Julian Maller; Steve McCarroll; Nick Patterson; Itsik Pe'er; Alkes Price; Shaun Purcell; Daniel J Richter; Pardis Sabeti; Richa Saxena; Stephen F Schaffner; Pak C Sham; Patrick Varilly; David Altshuler; Lincoln D Stein; Lalitha Krishnan; Albert Vernon Smith; Marcela K Tello-Ruiz; Gudmundur A Thorisson; Aravinda Chakravarti; Peter E Chen; David J Cutler; Carl S Kashuk; Shin Lin; Gonçalo R Abecasis; Weihua Guan; Yun Li; Heather M Munro; Zhaohui Steve Qin; Daryl J Thomas; Gilean McVean; Adam Auton; Leonardo Bottolo; Niall Cardin; Susana Eyheramendy; Colin Freeman; Jonathan Marchini; Simon Myers; Chris Spencer; Matthew Stephens; Peter Donnelly; Lon R Cardon; Geraldine Clarke; David M Evans; Andrew P Morris; Bruce S Weir; Tatsuhiko Tsunoda; James C Mullikin; Stephen T Sherry; Michael Feolo; Andrew Skol; Houcan Zhang; Changqing Zeng; Hui Zhao; Ichiro Matsuda; Yoshimitsu Fukushima; Darryl R Macer; Eiko Suda; Charles N Rotimi; Clement A Adebamowo; Ike Ajayi; Toyin Aniagwu; Patricia A Marshall; Chibuzor Nkwodimmah; Charmaine D M Royal; Mark F Leppert; Missy Dixon; Andy Peiffer; Renzong Qiu; Alastair Kent; Kazuto Kato; Norio Niikawa; Isaac F Adewole; Bartha M Knoppers; Morris W Foster; Ellen Wright Clayton; Jessica Watkin; Richard A Gibbs; John W Belmont; Donna Muzny; Lynne Nazareth; Erica Sodergren; George M Weinstock; David A Wheeler; Imtaz Yakub; Stacey B Gabriel; Robert C Onofrio; Daniel J Richter; Liuda Ziaugra; Bruce W Birren; Mark J Daly; David Altshuler; Richard K Wilson; Lucinda L Fulton; Jane Rogers; John Burton; Nigel P Carter; Christopher M Clee; Mark Griffiths; Matthew C Jones; Kirsten McLay; Robert W Plumb; Mark T Ross; Sarah K Sims; David L Willey; Zhu Chen; Hua Han; Le Kang; Martin Godbout; John C Wallenburg; Paul L'Archevêque; Guy Bellemare; Koji Saeki; Hongguang Wang; Daochang An; Hongbo Fu; Qing Li; Zhen Wang; Renwu Wang; Arthur L Holden; Lisa D Brooks; Jean E McEwen; Mark S Guyer; Vivian Ota Wang; Jane L Peterson; Michael Shi; Jack Spiegel; Lawrence M Sung; Lynn F Zacharia; Francis S Collins; Karen Kennedy; Ruth Jamieson; John Stewart
Journal:  Nature       Date:  2007-10-18       Impact factor: 49.962

9.  Systematic sequencing of renal carcinoma reveals inactivation of histone modifying genes.

Authors:  Gillian L Dalgliesh; Kyle Furge; Chris Greenman; Lina Chen; Graham Bignell; Adam Butler; Helen Davies; Sarah Edkins; Claire Hardy; Calli Latimer; Jon Teague; Jenny Andrews; Syd Barthorpe; Dave Beare; Gemma Buck; Peter J Campbell; Simon Forbes; Mingming Jia; David Jones; Henry Knott; Chai Yin Kok; King Wai Lau; Catherine Leroy; Meng-Lay Lin; David J McBride; Mark Maddison; Simon Maguire; Kirsten McLay; Andrew Menzies; Tatiana Mironenko; Lee Mulderrig; Laura Mudie; Sarah O'Meara; Erin Pleasance; Arjunan Rajasingham; Rebecca Shepherd; Raffaella Smith; Lucy Stebbings; Philip Stephens; Gurpreet Tang; Patrick S Tarpey; Kelly Turrell; Karl J Dykema; Sok Kean Khoo; David Petillo; Bill Wondergem; John Anema; Richard J Kahnoski; Bin Tean Teh; Michael R Stratton; P Andrew Futreal
Journal:  Nature       Date:  2010-01-06       Impact factor: 49.962

10.  Genetic progression and the waiting time to cancer.

Authors:  Niko Beerenwinkel; Tibor Antal; David Dingli; Arne Traulsen; Kenneth W Kinzler; Victor E Velculescu; Bert Vogelstein; Martin A Nowak
Journal:  PLoS Comput Biol       Date:  2007-11       Impact factor: 4.475

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  14 in total

Review 1.  Applications of targeted gene capture and next-generation sequencing technologies in studies of human deafness and other genetic disabilities.

Authors:  Xi Lin; Wenxue Tang; Shoeb Ahmad; Jingqiao Lu; Candice C Colby; Jason Zhu; Qing Yu
Journal:  Hear Res       Date:  2012-01-14       Impact factor: 3.208

2.  Impact of preanalytic factors on the design and application of integral biomarkers for directing patient therapy.

Authors:  Stephen M Hewitt; Sunil S Badve; Lawrence D True
Journal:  Clin Cancer Res       Date:  2012-03-15       Impact factor: 12.531

Review 3.  Coming of age: ten years of next-generation sequencing technologies.

Authors:  Sara Goodwin; John D McPherson; W Richard McCombie
Journal:  Nat Rev Genet       Date:  2016-05-17       Impact factor: 53.242

4.  Sensitive and fast mapping of di-base encoded reads.

Authors:  Farhad Hormozdiari; Faraz Hach; S Cenk Sahinalp; Evan E Eichler; Can Alkan
Journal:  Bioinformatics       Date:  2011-05-17       Impact factor: 6.937

5.  Deleterious- and disease-allele prevalence in healthy individuals: insights from current predictions, mutation databases, and population-scale resequencing.

Authors:  Yali Xue; Yuan Chen; Qasim Ayub; Ni Huang; Edward V Ball; Matthew Mort; Andrew D Phillips; Katy Shaw; Peter D Stenson; David N Cooper; Chris Tyler-Smith
Journal:  Am J Hum Genet       Date:  2012-12-07       Impact factor: 11.025

6.  Confidence-based somatic mutation evaluation and prioritization.

Authors:  Martin Löwer; Bernhard Y Renard; Jos de Graaf; Meike Wagner; Claudia Paret; Christoph Kneip; Ozlem Türeci; Mustafa Diken; Cedrik Britten; Sebastian Kreiter; Michael Koslowski; John C Castle; Ugur Sahin
Journal:  PLoS Comput Biol       Date:  2012-09-27       Impact factor: 4.475

7.  The allele distribution in next-generation sequencing data sets is accurately described as the result of a stochastic branching process.

Authors:  Verena Heinrich; Jens Stange; Thorsten Dickhaus; Peter Imkeller; Ulrike Krüger; Sebastian Bauer; Stefan Mundlos; Peter N Robinson; Jochen Hecht; Peter M Krawitz
Journal:  Nucleic Acids Res       Date:  2011-11-29       Impact factor: 16.971

8.  A comparison of cataloged variation between International HapMap Consortium and 1000 Genomes Project data.

Authors:  Carrie C Buchanan; Eric S Torstenson; William S Bush; Marylyn D Ritchie
Journal:  J Am Med Inform Assoc       Date:  2012 Mar-Apr       Impact factor: 4.497

9.  Coverage bias and sensitivity of variant calling for four whole-genome sequencing technologies.

Authors:  Nora Rieber; Marc Zapatka; Bärbel Lasitschka; David Jones; Paul Northcott; Barbara Hutter; Natalie Jäger; Marcel Kool; Michael Taylor; Peter Lichter; Stefan Pfister; Stephan Wolf; Benedikt Brors; Roland Eils
Journal:  PLoS One       Date:  2013-06-11       Impact factor: 3.240

10.  On the structural plasticity of the human genome: chromosomal inversions revisited.

Authors:  Joao M Alves; Alexandra M Lopes; Lounès Chikhi; António Amorim
Journal:  Curr Genomics       Date:  2012-12       Impact factor: 2.236

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