PeSV-Fisher: Identification of Somatic and Non-Somatic Structural Variants Using Next Generation Sequencing Data

作者: Geòrgia Escaramís , Cristian Tornador , Laia Bassaganyas , Raquel Rabionet , Jose M. C. Tubio

DOI: 10.1371/JOURNAL.PONE.0063377

关键词: GenomeBiologySequence analysisGenome evolutionIdentification (information)GeneticsDNA sequencingComparative genomicsBreakpointGenomic libraryComputational biology

摘要: Next-generation sequencing technologies expedited research to develop efficient computational tools for the identification of structural variants (SVs) and their use study human diseases. As deeper data is obtained, existence higher complexity SVs in some genomes becomes more evident, but detection definition most these complex rearrangements still its infancy. The full characterization a key aspect discovering biological implications. Here we present pipeline (PeSV-Fisher) deletions, gains, intra- inter-chromosomal translocations, inversions, at very reasonable costs. We further provide comprehensive information on co-localization genome, crucial studying consequences. algorithm uses combination methods based paired-reads read-depth strategies. PeSV-Fisher has been designed with aim facilitate somatic variation, and, as such, it capable analysing two or samples simultaneously, producing list non-shared between samples. tested available data, compared behaviour that frequently deployed (BreakDancer VariationHunter). have also this our own obtained from tumour normal blood sample patient chronic lymphocytic leukaemia, which validated results by targeted re-sequencing different kinds predictions. This allowed us determine confidence parameters influence reliability breakpoint

参考文章(45)
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
Xose S Puente, Magda Pinyol, Víctor Quesada, Laura Conde, Gonzalo R Ordóñez, Neus Villamor, Georgia Escaramis, Pedro Jares, Sílvia Beà, Marcos González-Díaz, Laia Bassaganyas, Tycho Baumann, Manel Juan, Mónica López-Guerra, Dolors Colomer, José MC Tubío, Cristina López, Alba Navarro, Cristian Tornador, Marta Aymerich, María Rozman, Jesús M Hernández, Diana A Puente, José MP Freije, Gloria Velasco, Ana Gutiérrez-Fernández, Dolors Costa, Anna Carrió, Sara Guijarro, Anna Enjuanes, Lluís Hernández, Jordi Yagüe, Pilar Nicolás, Carlos M Romeo-Casabona, Heinz Himmelbauer, Ester Castillo, Juliane C Dohm, Silvia de Sanjosé, Miguel A Piris, Enrique De Alava, Jesús San Miguel, Romina Royo, Josep L Gelpí, David Torrents, Modesto Orozco, David G Pisano, Alfonso Valencia, Roderic Guigó, Mónica Bayés, Simon Heath, Marta Gut, Peter Klatt, John Marshall, Keiran Raine, Lucy A Stebbings, P Andrew Futreal, Michael R Stratton, Peter J Campbell, Ivo Gut, Armando López-Guillermo, Xavier Estivill, Emili Montserrat, Carlos López-Otín, Elías Campo, None, Whole-genome sequencing identifies recurrent mutations in chronic lymphocytic leukaemia Nature. ,vol. 475, pp. 101- 105 ,(2011) , 10.1038/NATURE10113
Donald F. Conrad, , Dalila Pinto, Richard Redon, Lars Feuk, Omer Gokcumen, Yujun Zhang, Jan Aerts, T. Daniel Andrews, Chris Barnes, Peter Campbell, Tomas Fitzgerald, Min Hu, Chun Hwa Ihm, Kati Kristiansson, Daniel G. MacArthur, Jeffrey R. MacDonald, Ifejinelo Onyiah, Andy Wing Chun Pang, Sam Robson, Kathy Stirrups, Armand Valsesia, Klaudia Walter, John Wei, Chris Tyler-Smith, Nigel P. Carter, Charles Lee, Stephen W. Scherer, Matthew E. Hurles, Origins and functional impact of copy number variation in the human genome Nature. ,vol. 464, pp. 704- 712 ,(2010) , 10.1038/NATURE08516
Santiago Marco-Sola, Michael Sammeth, Roderic Guigó, Paolo Ribeca, The GEM mapper: fast, accurate and versatile alignment by filtration Nature Methods. ,vol. 9, pp. 1185- 1188 ,(2012) , 10.1038/NMETH.2221
Jeffrey M. Kidd, Gregory M. Cooper, William F. Donahue, Hillary S. Hayden, Nick Sampas, Tina Graves, Nancy Hansen, Brian Teague, Can Alkan, Francesca Antonacci, Eric Haugen, Troy Zerr, N. Alice Yamada, Peter Tsang, Tera L. Newman, Eray Tüzün, Ze Cheng, Heather M. Ebling, Nadeem Tusneem, Robert David, Will Gillett, Karen A. Phelps, Molly Weaver, David Saranga, Adrianne Brand, Wei Tao, Erik Gustafson, Kevin McKernan, Lin Chen, Maika Malig, Joshua D. Smith, Joshua M. Korn, Steven A. McCarroll, David A. Altshuler, Daniel A. Peiffer, Michael Dorschner, John Stamatoyannopoulos, David Schwartz, Deborah A. Nickerson, James C. Mullikin, Richard K. Wilson, Laurakay Bruhn, Maynard V. Olson, Rajinder Kaul, Douglas R. Smith, Evan E. Eichler, Mapping and sequencing of structural variation from eight human genomes Nature. ,vol. 453, pp. 56- 64 ,(2008) , 10.1038/NATURE06862
Paul Medvedev, Monica Stanciu, Michael Brudno, Computational methods for discovering structural variation with next-generation sequencing Nature Methods. ,vol. 6, ,(2009) , 10.1038/NMETH.1374
Ken Chen, John W Wallis, Michael D McLellan, David E Larson, Joelle M Kalicki, Craig S Pohl, Sean D McGrath, Michael C Wendl, Qunyuan Zhang, Devin P Locke, Xiaoqi Shi, Robert S Fulton, Timothy J Ley, Richard K Wilson, Li Ding, Elaine R Mardis, BreakDancer: An algorithm for high resolution mapping of genomic structural variation Nature Methods. ,vol. 6, pp. 677- 681 ,(2009) , 10.1038/NMETH.1363
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, None, Detectable clonal mosaicism and its relationship to aging and cancer Nature Genetics. ,vol. 44, pp. 651- 658 ,(2012) , 10.1038/NG.2270
Can Alkan, Bradley P. Coe, Evan E. Eichler, Genome structural variation discovery and genotyping Nature Reviews Genetics. ,vol. 12, pp. 363- 376 ,(2011) , 10.1038/NRG2958
Lars Feuk, Andrew R. Carson, Stephen W. Scherer, Structural variation in the human genome Nature Reviews Genetics. ,vol. 7, pp. 85- 97 ,(2006) , 10.1038/NRG1767