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Addendum: The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity.
Barretina J, Caponigro G, Stransky N, Venkatesan K, Margolin AA, Kim S, Wilson CJ, Lehár J, Kryukov GV, Sonkin D, Reddy A, Liu M, Murray L, Berger MF, Monahan JE, Morais P, Meltzer J, Korejwa A, Jané-Valbuena J, Mapa FA, Thibault J, Bric-Furlong E, Raman P, Shipway A, Engels IH, Cheng J, Yu GK, Yu J, Aspesi P Jr, de Silva M, Jagtap K, Jones MD, Wang L, Hatton C, Palescandolo E, Gupta S, Mahan S, Sougnez C, Onofrio RC, Liefeld T, MacConaill L, Winckler W, Reich M, Li N, Mesirov JP, Gabriel SB, Getz G, Ardlie K, Chan V, Myer VE, Weber BL, Porter J, Warmuth M, Finan P, Harris JL, Meyerson M, Golub TR, Morrissey MP, Sellers WR, Schlegel R, Garraway LA. Barretina J, et al. Among authors: golub tr. Nature. 2019 Jan;565(7738):E5-E6. doi: 10.1038/s41586-018-0722-x. Nature. 2019. PMID: 30559381 No abstract available.
Multiclass cancer diagnosis using tumor gene expression signatures.
Ramaswamy S, Tamayo P, Rifkin R, Mukherjee S, Yeang CH, Angelo M, Ladd C, Reich M, Latulippe E, Mesirov JP, Poggio T, Gerald W, Loda M, Lander ES, Golub TR. Ramaswamy S, et al. Among authors: golub tr. Proc Natl Acad Sci U S A. 2001 Dec 18;98(26):15149-54. doi: 10.1073/pnas.211566398. Epub 2001 Dec 11. Proc Natl Acad Sci U S A. 2001. PMID: 11742071 Free PMC article.
Diffuse large B-cell lymphoma outcome prediction by gene-expression profiling and supervised machine learning.
Shipp MA, Ross KN, Tamayo P, Weng AP, Kutok JL, Aguiar RC, Gaasenbeek M, Angelo M, Reich M, Pinkus GS, Ray TS, Koval MA, Last KW, Norton A, Lister TA, Mesirov J, Neuberg DS, Lander ES, Aster JC, Golub TR. Shipp MA, et al. Among authors: golub tr. Nat Med. 2002 Jan;8(1):68-74. doi: 10.1038/nm0102-68. Nat Med. 2002. PMID: 11786909 Clinical Trial.
Prediction of central nervous system embryonal tumour outcome based on gene expression.
Pomeroy SL, Tamayo P, Gaasenbeek M, Sturla LM, Angelo M, McLaughlin ME, Kim JY, Goumnerova LC, Black PM, Lau C, Allen JC, Zagzag D, Olson JM, Curran T, Wetmore C, Biegel JA, Poggio T, Mukherjee S, Rifkin R, Califano A, Stolovitzky G, Louis DN, Mesirov JP, Lander ES, Golub TR. Pomeroy SL, et al. Among authors: golub tr. Nature. 2002 Jan 24;415(6870):436-42. doi: 10.1038/415436a. Nature. 2002. PMID: 11807556
PGC-1alpha-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes.
Mootha VK, Lindgren CM, Eriksson KF, Subramanian A, Sihag S, Lehar J, Puigserver P, Carlsson E, Ridderstråle M, Laurila E, Houstis N, Daly MJ, Patterson N, Mesirov JP, Golub TR, Tamayo P, Spiegelman B, Lander ES, Hirschhorn JN, Altshuler D, Groop LC. Mootha VK, et al. Among authors: golub tr. Nat Genet. 2003 Jul;34(3):267-73. doi: 10.1038/ng1180. Nat Genet. 2003. PMID: 12808457
Metagenes and molecular pattern discovery using matrix factorization.
Brunet JP, Tamayo P, Golub TR, Mesirov JP. Brunet JP, et al. Among authors: golub tr. Proc Natl Acad Sci U S A. 2004 Mar 23;101(12):4164-9. doi: 10.1073/pnas.0308531101. Epub 2004 Mar 11. Proc Natl Acad Sci U S A. 2004. PMID: 15016911 Free PMC article.
312 results