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Machine Learning Identifies Stemness Features Associated with Oncogenic Dedifferentiation.
Malta TM, Sokolov A, Gentles AJ, Burzykowski T, Poisson L, Weinstein JN, Kamińska B, Huelsken J, Omberg L, Gevaert O, Colaprico A, Czerwińska P, Mazurek S, Mishra L, Heyn H, Krasnitz A, Godwin AK, Lazar AJ; Cancer Genome Atlas Research Network; Stuart JM, Hoadley KA, Laird PW, Noushmehr H, Wiznerowicz M. Malta TM, et al. Among authors: sokolov a. Cell. 2018 Apr 5;173(2):338-354.e15. doi: 10.1016/j.cell.2018.03.034. Cell. 2018. PMID: 29625051 Free PMC article.
A Distinct DNA Methylation Shift in a Subset of Glioma CpG Island Methylator Phenotypes during Tumor Recurrence.
de Souza CF, Sabedot TS, Malta TM, Stetson L, Morozova O, Sokolov A, Laird PW, Wiznerowicz M, Iavarone A, Snyder J, deCarvalho A, Sanborn Z, McDonald KL, Friedman WA, Tirapelli D, Poisson L, Mikkelsen T, Carlotti CG Jr, Kalkanis S, Zenklusen J, Salama SR, Barnholtz-Sloan JS, Noushmehr H. de Souza CF, et al. Among authors: sokolov a. Cell Rep. 2018 Apr 10;23(2):637-651. doi: 10.1016/j.celrep.2018.03.107. Cell Rep. 2018. PMID: 29642018 Free PMC article.
Pathway-Based Genomics Prediction using Generalized Elastic Net.
Sokolov A, Carlin DE, Paull EO, Baertsch R, Stuart JM. Sokolov A, et al. PLoS Comput Biol. 2016 Mar 9;12(3):e1004790. doi: 10.1371/journal.pcbi.1004790. eCollection 2016 Mar. PLoS Comput Biol. 2016. PMID: 26960204 Free PMC article.
A serum-based DNA methylation assay provides accurate detection of glioma.
Sabedot TS, Malta TM, Snyder J, Nelson K, Wells M, deCarvalho AC, Mukherjee A, Chitale DA, Mosella MS, Sokolov A, Asmaro KP, Robin A, Rosenblum ML, Mikkelsen T, Rock J, Poisson LM, Lee I, Walbert T, Kalkanis S, Iavarone A, Castro AV, Noushmehr H. Sabedot TS, et al. Among authors: sokolov a. Neuro Oncol. 2021 Sep 1;23(9):1494-1508. doi: 10.1093/neuonc/noab023. Neuro Oncol. 2021. PMID: 33560371 Free PMC article.
The Cancer Genome Atlas Pan-Cancer analysis project.
Cancer Genome Atlas Research Network; Weinstein JN, Collisson EA, Mills GB, Shaw KR, Ozenberger BA, Ellrott K, Shmulevich I, Sander C, Stuart JM. Cancer Genome Atlas Research Network, et al. Nat Genet. 2013 Oct;45(10):1113-20. doi: 10.1038/ng.2764. Nat Genet. 2013. PMID: 24071849 Free PMC article.
Assessing the clinical utility of cancer genomic and proteomic data across tumor types.
Yuan Y, Van Allen EM, Omberg L, Wagle N, Amin-Mansour A, Sokolov A, Byers LA, Xu Y, Hess KR, Diao L, Han L, Huang X, Lawrence MS, Weinstein JN, Stuart JM, Mills GB, Garraway LA, Margolin AA, Getz G, Liang H. Yuan Y, et al. Among authors: sokolov a. Nat Biotechnol. 2014 Jul;32(7):644-52. doi: 10.1038/nbt.2940. Epub 2014 Jun 22. Nat Biotechnol. 2014. PMID: 24952901 Free PMC article.
A basal stem cell signature identifies aggressive prostate cancer phenotypes.
Smith BA, Sokolov A, Uzunangelov V, Baertsch R, Newton Y, Graim K, Mathis C, Cheng D, Stuart JM, Witte ON. Smith BA, et al. Among authors: sokolov a. Proc Natl Acad Sci U S A. 2015 Nov 24;112(47):E6544-52. doi: 10.1073/pnas.1518007112. Epub 2015 Oct 12. Proc Natl Acad Sci U S A. 2015. PMID: 26460041 Free PMC article.
N-Myc Drives Neuroendocrine Prostate Cancer Initiated from Human Prostate Epithelial Cells.
Lee JK, Phillips JW, Smith BA, Park JW, Stoyanova T, McCaffrey EF, Baertsch R, Sokolov A, Meyerowitz JG, Mathis C, Cheng D, Stuart JM, Shokat KM, Gustafson WC, Huang J, Witte ON. Lee JK, et al. Among authors: sokolov a. Cancer Cell. 2016 Apr 11;29(4):536-547. doi: 10.1016/j.ccell.2016.03.001. Epub 2016 Mar 31. Cancer Cell. 2016. PMID: 27050099 Free PMC article.
Prophetic Granger Causality to infer gene regulatory networks.
Carlin DE, Paull EO, Graim K, Wong CK, Bivol A, Ryabinin P, Ellrott K, Sokolov A, Stuart JM. Carlin DE, et al. Among authors: sokolov a. PLoS One. 2017 Dec 6;12(12):e0170340. doi: 10.1371/journal.pone.0170340. eCollection 2017. PLoS One. 2017. PMID: 29211761 Free PMC article.
1,484 results