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Inferring cellular and molecular processes in single-cell data with non-negative matrix factorization using Python, R and GenePattern Notebook implementations of CoGAPS.
Johnson JAI, Tsang AP, Mitchell JT, Zhou DL, Bowden J, Davis-Marcisak E, Sherman T, Liefeld T, Loth M, Goff LA, Zimmerman JW, Kinny-Köster B, Jaffee EM, Tamayo P, Mesirov JP, Reich M, Fertig EJ, Stein-O'Brien GL. Johnson JAI, et al. Among authors: goff la. Nat Protoc. 2023 Dec;18(12):3690-3731. doi: 10.1038/s41596-023-00892-x. Epub 2023 Nov 21. Nat Protoc. 2023. PMID: 37989764 Free PMC article. Review.
Enter the Matrix: Factorization Uncovers Knowledge from Omics.
Stein-O'Brien GL, Arora R, Culhane AC, Favorov AV, Garmire LX, Greene CS, Goff LA, Li Y, Ngom A, Ochs MF, Xu Y, Fertig EJ. Stein-O'Brien GL, et al. Among authors: goff la. Trends Genet. 2018 Oct;34(10):790-805. doi: 10.1016/j.tig.2018.07.003. Epub 2018 Aug 22. Trends Genet. 2018. PMID: 30143323 Free PMC article. Review.
Single-Cell RNA-Seq Analysis of Retinal Development Identifies NFI Factors as Regulating Mitotic Exit and Late-Born Cell Specification.
Clark BS, Stein-O'Brien GL, Shiau F, Cannon GH, Davis-Marcisak E, Sherman T, Santiago CP, Hoang TV, Rajaii F, James-Esposito RE, Gronostajski RM, Fertig EJ, Goff LA, Blackshaw S. Clark BS, et al. Among authors: goff la. Neuron. 2019 Jun 19;102(6):1111-1126.e5. doi: 10.1016/j.neuron.2019.04.010. Epub 2019 May 22. Neuron. 2019. PMID: 31128945 Free PMC article.
Differential Variation Analysis Enables Detection of Tumor Heterogeneity Using Single-Cell RNA-Sequencing Data.
Davis-Marcisak EF, Sherman TD, Orugunta P, Stein-O'Brien GL, Puram SV, Roussos Torres ET, Hopkins AC, Jaffee EM, Favorov AV, Afsari B, Goff LA, Fertig EJ. Davis-Marcisak EF, et al. Among authors: goff la. Cancer Res. 2019 Oct 1;79(19):5102-5112. doi: 10.1158/0008-5472.CAN-18-3882. Epub 2019 Jul 23. Cancer Res. 2019. PMID: 31337651 Free PMC article.
Single-Cell Analysis of Human Retina Identifies Evolutionarily Conserved and Species-Specific Mechanisms Controlling Development.
Lu Y, Shiau F, Yi W, Lu S, Wu Q, Pearson JD, Kallman A, Zhong S, Hoang T, Zuo Z, Zhao F, Zhang M, Tsai N, Zhuo Y, He S, Zhang J, Stein-O'Brien GL, Sherman TD, Duan X, Fertig EJ, Goff LA, Zack DJ, Handa JT, Xue T, Bremner R, Blackshaw S, Wang X, Clark BS. Lu Y, et al. Among authors: goff la. Dev Cell. 2020 May 18;53(4):473-491.e9. doi: 10.1016/j.devcel.2020.04.009. Epub 2020 May 7. Dev Cell. 2020. PMID: 32386599 Free PMC article.
Parallel Social Information Processing Circuits Are Differentially Impacted in Autism.
Lewis EM, Stein-O'Brien GL, Patino AV, Nardou R, Grossman CD, Brown M, Bangamwabo B, Ndiaye N, Giovinazzo D, Dardani I, Jiang C, Goff LA, Dölen G. Lewis EM, et al. Among authors: goff la. Neuron. 2020 Nov 25;108(4):659-675.e6. doi: 10.1016/j.neuron.2020.10.002. Epub 2020 Oct 27. Neuron. 2020. PMID: 33113347 Free PMC article.
71 results