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A deep learning system accurately classifies primary and metastatic cancers using passenger mutation patterns.
Jiao W, Atwal G, Polak P, Karlic R, Cuppen E; PCAWG Tumor Subtypes and Clinical Translation Working Group; Danyi A, de Ridder J, van Herpen C, Lolkema MP, Steeghs N, Getz G, Morris QD, Stein LD; PCAWG Consortium. Jiao W, et al. Among authors: stein ld. Nat Commun. 2020 Feb 5;11(1):728. doi: 10.1038/s41467-019-13825-8. Nat Commun. 2020. PMID: 32024849 Free PMC article.
International network of cancer genome projects.
International Cancer Genome Consortium; Hudson TJ, Anderson W, Artez A, Barker AD, Bell C, Bernabé RR, Bhan MK, Calvo F, Eerola I, Gerhard DS, Guttmacher A, Guyer M, Hemsley FM, Jennings JL, Kerr D, Klatt P, Kolar P, Kusada J, Lane DP, Laplace F, Youyong L, Nettekoven G, Ozenberger B, Peterson J, Rao TS, Remacle J, Schafer AJ, Shibata T, Stratton MR, Vockley JG, Watanabe K, Yang H, Yuen MM, Knoppers BM, Bobrow M, Cambon-Thomsen A, Dressler LG, Dyke SO, Joly Y, Kato K, Kennedy KL, Nicolás P, Parker MJ, Rial-Sebbag E, Romeo-Casabona CM, Shaw KM, Wallace S, Wiesner GL, Zeps N, Lichter P, Biankin AV, Chabannon C, Chin L, Clément B, de Alava E, Degos F, Ferguson ML, Geary P, Hayes DN, Hudson TJ, Johns AL, Kasprzyk A, Nakagawa H, Penny R, Piris MA, Sarin R, Scarpa A, Shibata T, van de Vijver M, Futreal PA, Aburatani H, Bayés M, Botwell DD, Campbell PJ, Estivill X, Gerhard DS, Grimmond SM, Gut I, Hirst M, López-Otín C, Majumder P, Marra M, McPherson JD, Nakagawa H, Ning Z, Puente XS, Ruan Y, Shibata T, Stratton MR, Stunnenberg HG, Swerdlow H, Velculescu VE, Wilson RK, Xue HH, Yang L, Spellman PT, Bader GD, Boutros PC, Campbell PJ, Flicek P, Getz G, Guigó R, Guo G, Haussler D, Heath S, Hu… See abstract for full author list ➔ International Cancer Genome Consortium, et al. Among authors: stein ld. Nature. 2010 Apr 15;464(7291):993-8. doi: 10.1038/nature08987. Nature. 2010. PMID: 20393554 Free PMC article.
Spatial genomic heterogeneity within localized, multifocal prostate cancer.
Boutros PC, Fraser M, Harding NJ, de Borja R, Trudel D, Lalonde E, Meng A, Hennings-Yeomans PH, McPherson A, Sabelnykova VY, Zia A, Fox NS, Livingstone J, Shiah YJ, Wang J, Beck TA, Have CL, Chong T, Sam M, Johns J, Timms L, Buchner N, Wong A, Watson JD, Simmons TT, P'ng C, Zafarana G, Nguyen F, Luo X, Chu KC, Prokopec SD, Sykes J, Dal Pra A, Berlin A, Brown A, Chan-Seng-Yue MA, Yousif F, Denroche RE, Chong LC, Chen GM, Jung E, Fung C, Starmans MH, Chen H, Govind SK, Hawley J, D'Costa A, Pintilie M, Waggott D, Hach F, Lambin P, Muthuswamy LB, Cooper C, Eeles R, Neal D, Tetu B, Sahinalp C, Stein LD, Fleshner N, Shah SP, Collins CC, Hudson TJ, McPherson JD, van der Kwast T, Bristow RG. Boutros PC, et al. Among authors: stein ld. Nat Genet. 2015 Jul;47(7):736-45. doi: 10.1038/ng.3315. Epub 2015 May 25. Nat Genet. 2015. PMID: 26005866
Pathway and network analysis of cancer genomes.
Creixell P, Reimand J, Haider S, Wu G, Shibata T, Vazquez M, Mustonen V, Gonzalez-Perez A, Pearson J, Sander C, Raphael BJ, Marks DS, Ouellette BFF, Valencia A, Bader GD, Boutros PC, Stuart JM, Linding R, Lopez-Bigas N, Stein LD; Mutation Consequences and Pathway Analysis Working Group of the International Cancer Genome Consortium. Creixell P, et al. Among authors: stein ld. Nat Methods. 2015 Jul;12(7):615-621. doi: 10.1038/nmeth.3440. Nat Methods. 2015. PMID: 26125594 Free PMC article.
Data analysis: Create a cloud commons.
Stein LD, Knoppers BM, Campbell P, Getz G, Korbel JO. Stein LD, et al. Nature. 2015 Jul 9;523(7559):149-51. doi: 10.1038/523149a. Nature. 2015. PMID: 26156357 No abstract available.
A renewed model of pancreatic cancer evolution based on genomic rearrangement patterns.
Notta F, Chan-Seng-Yue M, Lemire M, Li Y, Wilson GW, Connor AA, Denroche RE, Liang SB, Brown AM, Kim JC, Wang T, Simpson JT, Beck T, Borgida A, Buchner N, Chadwick D, Hafezi-Bakhtiari S, Dick JE, Heisler L, Hollingsworth MA, Ibrahimov E, Jang GH, Johns J, Jorgensen LG, Law C, Ludkovski O, Lungu I, Ng K, Pasternack D, Petersen GM, Shlush LI, Timms L, Tsao MS, Wilson JM, Yung CK, Zogopoulos G, Bartlett JM, Alexandrov LB, Real FX, Cleary SP, Roehrl MH, McPherson JD, Stein LD, Hudson TJ, Campbell PJ, Gallinger S. Notta F, et al. Among authors: stein ld. Nature. 2016 Oct 20;538(7625):378-382. doi: 10.1038/nature19823. Epub 2016 Oct 12. Nature. 2016. PMID: 27732578 Free PMC article.
Recurrent noncoding regulatory mutations in pancreatic ductal adenocarcinoma.
Feigin ME, Garvin T, Bailey P, Waddell N, Chang DK, Kelley DR, Shuai S, Gallinger S, McPherson JD, Grimmond SM, Khurana E, Stein LD, Biankin AV, Schatz MC, Tuveson DA. Feigin ME, et al. Among authors: stein ld. Nat Genet. 2017 Jun;49(6):825-833. doi: 10.1038/ng.3861. Epub 2017 May 8. Nat Genet. 2017. PMID: 28481342 Free PMC article.
Neutral tumor evolution?
Tarabichi M, Martincorena I, Gerstung M, Leroi AM, Markowetz F; PCAWG Evolution and Heterogeneity Working Group; Spellman PT, Morris QD, Lingjærde OC, Wedge DC, Van Loo P. Tarabichi M, et al. Nat Genet. 2018 Dec;50(12):1630-1633. doi: 10.1038/s41588-018-0258-x. Nat Genet. 2018. PMID: 30374075 Free PMC article. No abstract available.
Candidate Cancer Driver Mutations in Distal Regulatory Elements and Long-Range Chromatin Interaction Networks.
Zhu H, Uusküla-Reimand L, Isaev K, Wadi L, Alizada A, Shuai S, Huang V, Aduluso-Nwaobasi D, Paczkowska M, Abd-Rabbo D, Ocsenas O, Liang M, Thompson JD, Li Y, Ruan L, Krassowski M, Dzneladze I, Simpson JT, Lupien M, Stein LD, Boutros PC, Wilson MD, Reimand J. Zhu H, et al. Among authors: stein ld. Mol Cell. 2020 Mar 19;77(6):1307-1321.e10. doi: 10.1016/j.molcel.2019.12.027. Epub 2020 Jan 17. Mol Cell. 2020. PMID: 31954095 Free article.
237 results