Computational tools for copy number variation (CNV) detection using next-generation sequencing data: features and perspectives

作者: Min Zhao , Qingguo Wang , Quan Wang , Peilin Jia , Zhongming Zhao

DOI: 10.1186/1471-2105-14-S11-S1

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摘要: Copy number variation (CNV) is a prevalent form of critical genetic that leads to an abnormal copies large genomic regions in cell. Microarray-based comparative genome hybridization (arrayCGH) or genotyping arrays have been standard technologies detect subject copy changes genomes until most recently high-resolution sequence data can be analyzed by next-generation sequencing (NGS). During the last several years, NGS-based analysis has widely applied identify CNVs both healthy and diseased individuals. Correspondingly, strong demand for CNV analyses fuelled development numerous computational methods tools detection. In this article, we review recent advances pertaining detection using whole exome data. Additionally, discuss their strengths weaknesses suggest directions future development.

参考文章(79)
Antoine M. Snijders, Norma Nowak, Richard Segraves, Stephanie Blackwood, Nils Brown, Jeffrey Conroy, Greg Hamilton, Anna Katherine Hindle, Bing Huey, Karen Kimura, Sindy Law, Ken Myambo, Joel Palmer, Bauke Ylstra, Jingzhu Pearl Yue, Joe W. Gray, Ajay N. Jain, Daniel Pinkel, Donna G. Albertson, Assembly of microarrays for genome-wide measurement of DNA copy number. Nature Genetics. ,vol. 29, pp. 263- 264 ,(2001) , 10.1038/NG754
Matthew Meyerson, Stacey Gabriel, Gad Getz, Advances in understanding cancer genomes through second-generation sequencing Nature Reviews Genetics. ,vol. 11, pp. 685- 696 ,(2010) , 10.1038/NRG2841
Quan Wang, Jianghan Qu, Xiaoxing Cheng, Yongjian Kang, Lin Wan, Minping Qian, Minghua Deng, A study of biases of DNA copy number estimation based on PICR model Frontiers of Mathematics in China. ,vol. 6, pp. 1203- 1216 ,(2011) , 10.1007/S11464-011-0125-X
Ji Qi, Fangqing Zhao, inGAP-sv: a novel scheme to identify and visualize structural variation from paired end mapping data Nucleic Acids Research. ,vol. 39, pp. 567- 575 ,(2011) , 10.1093/NAR/GKR506
Faraz Hach, Fereydoun Hormozdiari, Can Alkan, Farhad Hormozdiari, Inanc Birol, Evan E Eichler, S Cenk Sahinalp, mrsFAST: a cache-oblivious algorithm for short-read mapping Nature Methods. ,vol. 7, pp. 576- 577 ,(2010) , 10.1038/NMETH0810-576
Zamin Iqbal, Mario Caccamo, Isaac Turner, Paul Flicek, Gil McVean, De novo assembly and genotyping of variants using colored de Bruijn graphs Nature Genetics. ,vol. 44, pp. 226- 232 ,(2012) , 10.1038/NG.1028
David R Bentley, Shankar Balasubramanian, Harold P Swerdlow, Geoffrey P Smith, John Milton, Clive G Brown, Kevin P Hall, Dirk J Evers, Colin L Barnes, Helen R Bignell, Jonathan M Boutell, Jason Bryant, Richard J Carter, R Keira Cheetham, Anthony J Cox, Darren J Ellis, Michael R Flatbush, Niall A Gormley, Sean J Humphray, Leslie J Irving, Mirian S Karbelashvili, Scott M Kirk, Heng Li, Xiaohai Liu, Klaus S Maisinger, Lisa J Murray, Bojan Obradovic, Tobias Ost, Michael L Parkinson, Mark R Pratt, Isabelle MJ Rasolonjatovo, Mark T Reed, Roberto Rigatti, Chiara Rodighiero, Mark T Ross, Andrea Sabot, Subramanian V Sankar, Aylwyn Scally, Gary P Schroth, Mark E Smith, Vincent P Smith, Anastassia Spiridou, Peta E Torrance, Svilen S Tzonev, Eric H Vermaas, Klaudia Walter, Xiaolin Wu, Lu Zhang, Mohammed D Alam, Carole Anastasi, Ify C Aniebo, David MD Bailey, Iain R Bancarz, Saibal Banerjee, Selena G Barbour, Primo A Baybayan, Vincent A Benoit, Kevin F Benson, Claire Bevis, Phillip J Black, Asha Boodhun, Joe S Brennan, John A Bridgham, Rob C Brown, Andrew A Brown, Dale H Buermann, Abass A Bundu, James C Burrows, Nigel P Carter, Nestor Castillo, Maria Chiara E. Catenazzi, Simon Chang, R Neil Cooley, Natasha R Crake, Olubunmi O Dada, Konstantinos D Diakoumakos, Belen Dominguez-Fernandez, David J Earnshaw, Ugonna C Egbujor, David W Elmore, Sergey S Etchin, Mark R Ewan, Milan Fedurco, Louise J Fraser, Karin V Fuentes Fajardo, W Scott Furey, David George, Kimberley J Gietzen, Colin P Goddard, George S Golda, Philip A Granieri, David E Green, David L Gustafson, Nancy F Hansen, Kevin Harnish, Christian D Haudenschild, Narinder I Heyer, Matthew M Hims, Johnny T Ho, Adrian M Horgan, Katya Hoschler, Steve Hurwitz, Denis V Ivanov, Maria Q Johnson, Terena James, TA Huw Jones, Gyoung-Dong Kang, Tzvetana H Kerelska, Alan D Kersey, Irina Khrebtukova, Alex P Kindwall, Zoya Kingsbury, Paula I Kokko-Gonzales, Anil Kumar, Marc A Laurent, Cynthia T Lawley, Sarah E Lee, Xavier Lee, Arnold K Liao, Jennifer A Loch, Mitch Lok, Shujun Luo, Radhika M Mammen, John W Martin, Patrick G McCauley, Paul McNitt, Parul Mehta, Keith W Moon, Joe W Mullens, Taksina Newington, Zemin Ning, Bee Ling Ng, Sonia M Novo, Michael J O’Neill, Mark A Osborne, Andrew Osnowski, Omead Ostadan, Lambros L Paraschos, Lea Pickering, Andrew C Pike, Alger C Pike, D Chris Pinkard, Daniel P Pliskin, Joe Podhasky, Victor J Quijano, Come Raczy, Vicki H Rae, Stephen R Rawlings, Ana Chiva Rodriguez, Phyllida M Roe, None, Accurate whole human genome sequencing using reversible terminator chemistry Nature. ,vol. 456, pp. 53- 59 ,(2008) , 10.1038/NATURE07517
A. Ramachandran, M. Micsinai, I. Pe'er, CONDEX: Copy number detection in exome sequences bioinformatics and biomedicine. pp. 87- 93 ,(2011) , 10.1109/BIBMW.2011.6112359
Lira Mamanova, Robert M Andrews, Keith D James, Elizabeth M Sheridan, Peter D Ellis, Cordelia F Langford, Tobias W B Ost, John E Collins, Daniel J Turner, FRT-seq: amplification-free, strand-specific transcriptome sequencing Nature Methods. ,vol. 7, pp. 130- 132 ,(2010) , 10.1038/NMETH.1417