FACTERA: a practical method for the discovery of genomic rearrangements at breakpoint resolution

被引:225
作者
Newman, Aaron M. [1 ,2 ]
Bratman, Scott V. [1 ,3 ]
Stehr, Henning [4 ]
Lee, Luke J. [1 ,4 ]
Liu, Chih Long [1 ,2 ]
Diehn, Maximilian [1 ,3 ,4 ]
Alizadeh, Ash A. [1 ,2 ,4 ]
机构
[1] Stanford Univ, Inst Stem Cell Biol & Regenerat Med, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Med, Div Oncol, Stanford, CA 94305 USA
[3] Stanford Univ, Dept Radiat Oncol, Stanford, CA 94305 USA
[4] Stanford Univ, Stanford Canc Inst, Stanford, CA 94305 USA
基金
美国国家卫生研究院;
关键词
ANAPLASTIC LYMPHOMA KINASE; CELL LUNG-CANCER; STRUCTURAL VARIATION; CHROMOSOME; TUMORS;
D O I
10.1093/bioinformatics/btu549
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
A Summary: For practical and robust de novo identification of genomic fusions and breakpoints from targeted paired-end DNA sequencing data, we developed Fusion And Chromosomal Translocation Enumeration and Recovery Algorithm (FACTERA). Our method has minimal external dependencies, works directly on a preexisting Binary Alignment/Map file and produces easily interpretable output. We demonstrate FACTERA's ability to rapidly identify breakpoint-resolution fusion events with high sensitivity and specificity in patients with non-small cell lung cancer, including novel rearrangements. We anticipate that FACTERA will be broadly applicable to the discovery and analysis of clinically relevant fusions from both targeted and genome-wide sequencing datasets.
引用
收藏
页码:3390 / 3393
页数:4
相关论文
共 19 条
[1]   ROS1 Rearrangements Define a Unique Molecular Class of Lung Cancers [J].
Bergethon, Kristin ;
Shaw, Alice T. ;
Ou, Sai-Hong Ignatius ;
Katayama, Ryohei ;
Lovly, Christine M. ;
McDonald, Nerina T. ;
Massion, Pierre P. ;
Siwak-Tapp, Christina ;
Gonzalez, Adriana ;
Fang, Rong ;
Mark, Eugene J. ;
Batten, Julie M. ;
Chen, Haiquan ;
Wilner, Keith D. ;
Kwak, Eunice L. ;
Clark, Jeffrey W. ;
Carbone, David P. ;
Ji, Hongbin ;
Engelman, Jeffrey A. ;
Mino-Kenudson, Mari ;
Pao, William ;
Iafrate, A. John .
JOURNAL OF CLINICAL ONCOLOGY, 2012, 30 (08) :863-870
[2]  
Chen K, 2009, NAT METHODS, V6, P677, DOI [10.1038/NMETH.1363, 10.1038/nmeth.1363]
[3]   Effects of a selective inhibitor of the Abl tyrosine kinase on the growth of Bcr-Abl positive cells [J].
Druker, BJ ;
Tamura, S ;
Buchdunger, E ;
Ohno, S ;
Segal, GM ;
Fanning, S ;
Zimmermann, J ;
Lydon, NB .
NATURE MEDICINE, 1996, 2 (05) :561-566
[4]   Genomic Landscape of Non-Small Cell Lung Cancer in Smokers and Never-Smokers [J].
Govindan, Ramaswamy ;
Ding, Li ;
Griffith, Malachi ;
Subramanian, Janakiraman ;
Dees, Nathan D. ;
Kanchi, Krishna L. ;
Maher, Christopher A. ;
Fulton, Robert ;
Fulton, Lucinda ;
Wallis, John ;
Chen, Ken ;
Walker, Jason ;
McDonald, Sandra ;
Bose, Ron ;
Ornitz, David ;
Xiong, Donghai ;
You, Ming ;
Dooling, David J. ;
Watson, Mark ;
Mardis, Elaine R. ;
Wilson, Richard K. .
CELL, 2012, 150 (06) :1121-1134
[5]   SoftSearch: Integration of Multiple Sequence Features to Identify Breakpoints of Structural Variations [J].
Hart, Steven N. ;
Sarangi, Vivekananda ;
Moore, Raymond ;
Baheti, Saurabh ;
Bhavsar, Jaysheel D. ;
Couch, Fergus J. ;
Kocher, Jean-Pierre A. .
PLOS ONE, 2013, 8 (12)
[6]   Mapping the Hallmarks of Lung Adenocarcinoma with Massively Parallel Sequencing [J].
Imielinski, Marcin ;
Berger, Alice H. ;
Hammerman, Peter S. ;
Hernandez, Bryan ;
Pugh, Trevor J. ;
Hodis, Eran ;
Cho, Jeonghee ;
Suh, James ;
Capelletti, Marzia ;
Sivachenko, Andrey ;
Sougnez, Carrie ;
Auclair, Daniel ;
Lawrence, Michael S. ;
Stojanov, Petar ;
Cibulskis, Kristian ;
Choi, Kyusam ;
de Waal, Luc ;
Sharifnia, Tanaz ;
Brooks, Angela ;
Greulich, Heidi ;
Banerji, Shantanu ;
Zander, Thomas ;
Seidel, Danila ;
Leenders, Frauke ;
Ansen, Sascha ;
Ludwig, Corinna ;
Engel-Riedel, Walburga ;
Stoelben, Erich ;
Wolf, Juergen ;
Goparju, Chandra ;
Thompson, Kristin ;
Winckler, Wendy ;
Kwiatkowski, David ;
Johnson, Bruce E. ;
Jaenne, Pasi A. ;
Miller, Vincent A. ;
Pao, William ;
Travis, William D. ;
Pass, Harvey I. ;
Gabriel, Stacey B. ;
Lander, Eric S. ;
Thomas, Roman K. ;
Garraway, Levi A. ;
Getz, Gad ;
Meyerson, Matthew .
CELL, 2012, 150 (06) :1107-1120
[7]   Anaplastic Lymphoma Kinase Inhibition in Non-Small-Cell Lung Cancer [J].
Kwak, Eunice L. ;
Bang, Yung-Jue ;
Camidge, D. Ross ;
Shaw, Alice T. ;
Solomon, Benjamin ;
Maki, Robert G. ;
Ou, Sai-Hong I. ;
Dezube, Bruce J. ;
Jaenne, Pasi A. ;
Costa, Daniel B. ;
Varella-Garcia, Marileila ;
Kim, Woo-Ho ;
Lynch, Thomas J. ;
Fidias, Panos ;
Stubbs, Hannah ;
Engelman, Jeffrey A. ;
Sequist, Lecia V. ;
Tan, WeiWei ;
Gandhi, Leena ;
Mino-Kenudson, Mari ;
Wei, Greg C. ;
Shreeve, S. Martin ;
Ratain, Mark J. ;
Settleman, Jeffrey ;
Christensen, James G. ;
Haber, Daniel A. ;
Wilner, Keith ;
Salgia, Ravi ;
Shapiro, Geoffrey I. ;
Clark, Jeffrey W. ;
Iafrate, A. John .
NEW ENGLAND JOURNAL OF MEDICINE, 2010, 363 (18) :1693-1703
[8]   Development of Personalized Tumor Biomarkers Using Massively Parallel Sequencing [J].
Leary, Rebecca J. ;
Kinde, Isaac ;
Diehl, Frank ;
Schmidt, Kerstin ;
Clouser, Chris ;
Duncan, Cisilya ;
Antipova, Alena ;
Lee, Clarence ;
McKernan, Kevin ;
De la Vega, Francisco M. ;
Kinzler, Kenneth W. ;
Vogelstein, Bert ;
Diaz, Luis A., Jr. ;
Velculescu, Victor E. .
SCIENCE TRANSLATIONAL MEDICINE, 2010, 2 (20) :20ra14
[9]   Fast and accurate short read alignment with Burrows-Wheeler transform [J].
Li, Heng ;
Durbin, Richard .
BIOINFORMATICS, 2009, 25 (14) :1754-1760
[10]   Use of Cancer-Specific Genomic Rearrangements to Quantify Disease Burden in Plasma from Patients with Solid Tumors [J].
McBride, David J. ;
Orpana, Arto K. ;
Sotiriou, Christos ;
Joensuu, Heikki ;
Stephens, Philip J. ;
Mudie, Laura J. ;
Hamalainen, Eija ;
Stebbings, Lucy A. ;
Andersson, Leif C. ;
Flanagan, Adrienne M. ;
Durbecq, Virginie ;
Ignatiadis, Michail ;
Kallioniemi, Olli ;
Heckman, Caroline A. ;
Alitalo, Kari ;
Edgren, Henrik ;
Futreal, P. Andrew ;
Stratton, Michael R. ;
Campbell, Peter J. .
GENES CHROMOSOMES & CANCER, 2010, 49 (11) :1062-1069