Savant: genome browser for high-throughput sequencing data

被引:86
作者
Fiume, Marc [1 ]
Williams, Vanessa [1 ]
Brook, Andrew [1 ]
Brudno, Michael [1 ,2 ,3 ]
机构
[1] Univ Toronto, Dept Comp Sci, Toronto, ON, Canada
[2] Univ Toronto, Donnelly Ctr, Toronto, ON, Canada
[3] Univ Toronto, Banting & Best Dept Med Res, Toronto, ON, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
STRUCTURAL VARIATION; PROJECT;
D O I
10.1093/bioinformatics/btq332
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: The advent of high-throughput sequencing (HTS) technologies has made it affordable to sequence many individuals' genomes. Simultaneously the computational analysis of the large volumes of data generated by the new sequencing machines remains a challenge. While a plethora of tools are available to map the resulting reads to a reference genome, and to conduct primary analysis of the mappings, it is often necessary to visually examine the results and underlying data to confirm predictions and understand the functional effects, especially in the context of other datasets. Results: We introduce Savant, the Sequence Annotation, Visualization and ANalysis Tool, a desktop visualization and analysis browser for genomic data. Savant was developed for visualizing and analyzing HTS data, with special care taken to enable dynamic visualization in the presence of gigabases of genomic reads and references the size of the human genome. Savant supports the visualization of genome-based sequence, point, interval and continuous datasets, and multiple visualization modes that enable easy identification of genomic variants (including single nucleotide polymorphisms, structural and copy number variants), and functional genomic information (e. g. peaks in ChIP-seq data) in the context of genomic annotations.
引用
收藏
页码:1938 / 1944
页数:7
相关论文
共 18 条
[1]   Accurate whole human genome sequencing using reversible terminator chemistry [J].
Bentley, David R. ;
Balasubramanian, Shankar ;
Swerdlow, Harold P. ;
Smith, Geoffrey P. ;
Milton, John ;
Brown, Clive G. ;
Hall, Kevin P. ;
Evers, Dirk J. ;
Barnes, Colin L. ;
Bignell, Helen R. ;
Boutell, Jonathan M. ;
Bryant, Jason ;
Carter, Richard J. ;
Cheetham, R. Keira ;
Cox, Anthony J. ;
Ellis, Darren J. ;
Flatbush, Michael R. ;
Gormley, Niall A. ;
Humphray, Sean J. ;
Irving, Leslie J. ;
Karbelashvili, Mirian S. ;
Kirk, Scott M. ;
Li, Heng ;
Liu, Xiaohai ;
Maisinger, Klaus S. ;
Murray, Lisa J. ;
Obradovic, Bojan ;
Ost, Tobias ;
Parkinson, Michael L. ;
Pratt, Mark R. ;
Rasolonjatovo, Isabelle M. J. ;
Reed, Mark T. ;
Rigatti, Roberto ;
Rodighiero, Chiara ;
Ross, Mark T. ;
Sabot, Andrea ;
Sankar, Subramanian V. ;
Scally, Aylwyn ;
Schroth, Gary P. ;
Smith, Mark E. ;
Smith, Vincent P. ;
Spiridou, Anastassia ;
Torrance, Peta E. ;
Tzonev, Svilen S. ;
Vermaas, Eric H. ;
Walter, Klaudia ;
Wu, Xiaolin ;
Zhang, Lu ;
Alam, Mohammed D. ;
Anastasi, Carole .
NATURE, 2008, 456 (7218) :53-59
[2]   High-resolution mapping of copy-number alterations with massively parallel sequencing [J].
Chiang, Derek Y. ;
Getz, Gad ;
Jaffe, David B. ;
O'Kelly, Michael J. T. ;
Zhao, Xiaojun ;
Carter, Scott L. ;
Russ, Carsten ;
Nusbaum, Chad ;
Meyerson, Matthew ;
Lander, Eric S. .
NATURE METHODS, 2009, 6 (01) :99-103
[3]   Genome variation discovery with high-throughput sequencing data [J].
Dalca, Adrian V. ;
Brudno, Michael .
BRIEFINGS IN BIOINFORMATICS, 2010, 11 (01) :3-14
[4]   Consed: A graphical tool for sequence finishing [J].
Gordon, D ;
Abajian, C ;
Green, P .
GENOME RESEARCH, 1998, 8 (03) :195-202
[5]   Combinatorial algorithms for structural variation detection in high-throughput sequenced genomes [J].
Hormozdiari, Fereydoun ;
Alkan, Can ;
Eichler, Evan E. ;
Sahinalp, S. Cenk .
GENOME RESEARCH, 2009, 19 (07) :1270-1278
[6]   The autism genome project - Goals and strategies [J].
Hu-Lince, D ;
Craig, DW ;
Huentelman, MJ ;
Stephan, DA .
AMERICAN JOURNAL OF PHARMACOGENOMICS, 2005, 5 (04) :233-246
[7]   Ensembl 2009 [J].
Hubbard, T. J. P. ;
Aken, B. L. ;
Ayling, S. ;
Ballester, B. ;
Beal, K. ;
Bragin, E. ;
Brent, S. ;
Chen, Y. ;
Clapham, P. ;
Clarke, L. ;
Coates, G. ;
Fairley, S. ;
Fitzgerald, S. ;
Fernandez-Banet, J. ;
Gordon, L. ;
Graf, S. ;
Haider, S. ;
Hammond, M. ;
Holland, R. ;
Howe, K. ;
Jenkinson, A. ;
Johnson, N. ;
Kahari, A. ;
Keefe, D. ;
Keenan, S. ;
Kinsella, R. ;
Kokocinski, F. ;
Kulesha, E. ;
Lawson, D. ;
Longden, I. ;
Megy, K. ;
Meidl, P. ;
Overduin, B. ;
Parker, A. ;
Pritchard, B. ;
Rios, D. ;
Schuster, M. ;
Slater, G. ;
Smedley, D. ;
Spooner, W. ;
Spudich, G. ;
Trevanion, S. ;
Vilella, A. ;
Vogel, J. ;
White, S. ;
Wilder, S. ;
Zadissa, A. ;
Birney, E. ;
Cunningham, F. ;
Curwen, V. .
NUCLEIC ACIDS RESEARCH, 2009, 37 :D690-D697
[8]   The human genome browser at UCSC [J].
Kent, WJ ;
Sugnet, CW ;
Furey, TS ;
Roskin, KM ;
Pringle, TH ;
Zahler, AM ;
Haussler, D .
GENOME RESEARCH, 2002, 12 (06) :996-1006
[9]   MoDIL: detecting small indels from clone-end sequencing with mixtures of distributions [J].
Lee, Seunghak ;
Hormozdiari, Fereydoun ;
Alkan, Can ;
Brudno, Michael .
NATURE METHODS, 2009, 6 (07) :473-474
[10]   Mapping short DNA sequencing reads and calling variants using mapping quality scores [J].
Li, Heng ;
Ruan, Jue ;
Durbin, Richard .
GENOME RESEARCH, 2008, 18 (11) :1851-1858