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Volumn 5, Issue 2, 2017, Pages 105-118.e9

Decomposing Oncogenic Transcriptional Signatures to Generate Maps of Divergent Cellular States

(36)  Kim, Jong Wook a,b,c   Abudayyeh, Omar O a   Yeerna, Huwate h   Yeang, Chen Hsiang a,d   Stewart, Michelle a   Jenkins, Russell W b   Kitajima, Shunsuke b   Konieczkowski, David J a,i   Medetgul Ernar, Kate h   Cavazos, Taylor h   Mah, Clarence g,h   Ting, Stephanie h   Van Allen, Eliezer M a,b   Cohen, Ofir a,b   Mcdermott, John a   Damato, Emily a   Aguirre, Andrew J a,b,c   Liang, Jonathan a   Liberzon, Arthur a   Alexe, Gabriella a,b,e,f   more..


Author keywords

Bayesian nomogram; cellular states; drug sensitivity; genetic dependency; inferential model; matrix factorization; oncogenic pathway; oncoGPS; precision medicine; transcriptional signatures

Indexed keywords

LAPATINIB; MITOGEN ACTIVATED PROTEIN KINASE; N (2,3 DIHYDROXYPROPOXY) 3,4 DIFLUORO 2 (2 FLUORO 4 IODOANILINO)BENZAMIDE; TUMOR MARKER;

EID: 85028340650     PISSN: 24054712     EISSN: 24054720     Source Type: Journal    
DOI: 10.1016/j.cels.2017.08.002     Document Type: Article
Times cited : (32)

References (71)
  • 1
    • 35548974844 scopus 로고    scopus 로고
    • The transcription factor ZEB1 (deltaEF1) promotes tumour cell dedifferentiation by repressing master regulators of epithelial polarity
    • Aigner, K., Dampier, B., Descovich, L., Mikula, M., Sultan, A., Schreiber, M., Mikulits, W., Brabletz, T., Strand, D., Obrist, P., et al. The transcription factor ZEB1 (deltaEF1) promotes tumour cell dedifferentiation by repressing master regulators of epithelial polarity. Oncogene 26 (2007), 6979–6988.
    • (2007) Oncogene , vol.26 , pp. 6979-6988
    • Aigner, K.1    Dampier, B.2    Descovich, L.3    Mikula, M.4    Sultan, A.5    Schreiber, M.6    Mikulits, W.7    Brabletz, T.8    Strand, D.9    Obrist, P.10
  • 6
    • 1642529511 scopus 로고    scopus 로고
    • Metagenes and molecular pattern discovery using matrix factorization
    • Brunet, J.P., Tamayo, P., Golub, T.R., Mesirov, J.P., Metagenes and molecular pattern discovery using matrix factorization. Proc. Natl. Acad. Sci. USA 101 (2004), 4164–4169.
    • (2004) Proc. Natl. Acad. Sci. USA , vol.101 , pp. 4164-4169
    • Brunet, J.P.1    Tamayo, P.2    Golub, T.R.3    Mesirov, J.P.4
  • 7
    • 13244299109 scopus 로고    scopus 로고
    • FGF-20 and DKK1 are transcriptional targets of beta-catenin and FGF-20 is implicated in cancer and development
    • Chamorro, M.N., Schwartz, D.R., Vonica, A., Brivanlou, A.H., Cho, K.R., Varmus, H.E., FGF-20 and DKK1 are transcriptional targets of beta-catenin and FGF-20 is implicated in cancer and development. EMBO J. 24 (2005), 73–84.
    • (2005) EMBO J. , vol.24 , pp. 73-84
    • Chamorro, M.N.1    Schwartz, D.R.2    Vonica, A.3    Brivanlou, A.H.4    Cho, K.R.5    Varmus, H.E.6
  • 10
    • 85032751966 scopus 로고    scopus 로고
    • Nonnegative Matrix and Tensor Factorization
    • IEEE Signal Processing Magazine
    • Cichocki, A., Zdunek, R., Amari, S., Nonnegative Matrix and Tensor Factorization. 2008, IEEE Signal Processing Magazine, 142–145.
    • (2008) , pp. 142-145
    • Cichocki, A.1    Zdunek, R.2    Amari, S.3
  • 11
    • 84925867952 scopus 로고    scopus 로고
    • Parallel genome-scale loss of function screens in 216 cancer cell lines for the identification of context-specific genetic dependencies
    • Cowley, G.S., Weir, B.A., Vazquez, F., Tamayo, P., Scott, J.A., Rusin, S., East-Seletsky, A., Ali, L.D., Gerath, W.F., Pantel, S.E., et al. Parallel genome-scale loss of function screens in 216 cancer cell lines for the identification of context-specific genetic dependencies. Sci. Data, 1, 2014, 140035.
    • (2014) Sci. Data , vol.1 , pp. 140035
    • Cowley, G.S.1    Weir, B.A.2    Vazquez, F.3    Tamayo, P.4    Scott, J.A.5    Rusin, S.6    East-Seletsky, A.7    Ali, L.D.8    Gerath, W.F.9    Pantel, S.E.10
  • 12
    • 84863621527 scopus 로고    scopus 로고
    • Cancer epigenetics: from mechanism to therapy
    • Dawson, M.A., Kouzarides, T., Cancer epigenetics: from mechanism to therapy. Cell 150 (2012), 12–27.
    • (2012) Cell , vol.150 , pp. 12-27
    • Dawson, M.A.1    Kouzarides, T.2
  • 14
    • 84927609396 scopus 로고    scopus 로고
    • RAS synthetic lethal screens revisited: still seeking the elusive prize?
    • Downward, J., RAS synthetic lethal screens revisited: still seeking the elusive prize?. Clin. Cancer Res. 21 (2015), 1802–1809.
    • (2015) Clin. Cancer Res. , vol.21 , pp. 1802-1809
    • Downward, J.1
  • 16
    • 29144499905 scopus 로고    scopus 로고
    • Working set selection using second order information for training support vector machines
    • Fan, R.-E., Chen, P.-H., Lin, C.-J., Working set selection using second order information for training support vector machines. J. Mach. Learn. Res. 6 (2005), 1889–1918.
    • (2005) J. Mach. Learn. Res. , vol.6 , pp. 1889-1918
    • Fan, R.-E.1    Chen, P.-H.2    Lin, C.-J.3
  • 17
    • 52949149648 scopus 로고    scopus 로고
    • Computing and displaying isosurfaces in R
    • Feng, D., Tierney, L., Computing and displaying isosurfaces in R. J. Stat. Softw. 28 (2008), 1–24.
    • (2008) J. Stat. Softw. , vol.28 , pp. 1-24
    • Feng, D.1    Tierney, L.2
  • 19
    • 84953264012 scopus 로고    scopus 로고
    • Phase Transitions in Materials
    • Cambridge University Press
    • Fultz, B., Phase Transitions in Materials. 2014, Cambridge University Press.
    • (2014)
    • Fultz, B.1
  • 21
    • 84875758730 scopus 로고    scopus 로고
    • Lessons from the cancer genome
    • Garraway, L.A., Lander, E.S., Lessons from the cancer genome. Cell 153 (2013), 17–37.
    • (2013) Cell , vol.153 , pp. 17-37
    • Garraway, L.A.1    Lander, E.S.2
  • 22
    • 0003247384 scopus 로고
    • Weight of evidence: a brief survey
    • Good, I.J., Weight of evidence: a brief survey. Bayesian Stat. 2 (1985), 249–270.
    • (1985) Bayesian Stat. , vol.2 , pp. 249-270
    • Good, I.J.1
  • 23
    • 84870950913 scopus 로고    scopus 로고
    • Meta-analysis of gene expression signatures defining the epithelial to mesenchymal transition during cancer progression
    • Groger, C.J., Grubinger, M., Waldhor, T., Vierlinger, K., Mikulits, W., Meta-analysis of gene expression signatures defining the epithelial to mesenchymal transition during cancer progression. PLoS One, 7, 2012, e51136.
    • (2012) PLoS One , vol.7 , pp. e51136
    • Groger, C.J.1    Grubinger, M.2    Waldhor, T.3    Vierlinger, K.4    Mikulits, W.5
  • 24
    • 0000019005 scopus 로고
    • Clustering algorithms
    • R.A. Bradley D.G. Kendall J.S. Hunter G.S. Watson John Wiley & Sons
    • Hartigan, J.A., Clustering algorithms. Bradley, R.A., Kendall, D.G., Hunter, J.S., Watson, G.S., (eds.) Information Retrieval: Data Structures and Algorithms, Vol. 2, 1975, John Wiley & Sons, 419–442.
    • (1975) Information Retrieval: Data Structures and Algorithms , vol.2 , pp. 419-442
    • Hartigan, J.A.1
  • 25
    • 0037417129 scopus 로고    scopus 로고
    • Divergent gene regulation and growth effects by NF-kappa B in epithelial and mesenchymal cells of human skin
    • Hinata, K., Gervin, A.M., Jennifer Zhang, Y., Khavari, P.A., Divergent gene regulation and growth effects by NF-kappa B in epithelial and mesenchymal cells of human skin. Oncogene 22 (2003), 1955–1964.
    • (2003) Oncogene , vol.22 , pp. 1955-1964
    • Hinata, K.1    Gervin, A.M.2    Jennifer Zhang, Y.3    Khavari, P.A.4
  • 27
    • 85028356173 scopus 로고    scopus 로고
    • GNSS – Global Navigation Satellite Systems – GPS, GLONASS, Galileo, etc.
    • Hofmann-Wellenhof, B., Lichtenegger, H. & Wasle, E. (2007). GNSS – Global Navigation Satellite Systems – GPS, GLONASS, Galileo, etc.
    • (2007)
    • Hofmann-Wellenhof, B.1    Lichtenegger, H.2    Wasle, E.3
  • 31
    • 68349153730 scopus 로고
    • Relative entropy measures of multivariate dependence
    • Joe, H., Relative entropy measures of multivariate dependence. J. Am. Stat. Assoc. 84 (1989), 157–164.
    • (1989) J. Am. Stat. Assoc. , vol.84 , pp. 157-164
    • Joe, H.1
  • 38
    • 0025952277 scopus 로고
    • Divergence measures based on the Shannon entropy
    • Lin, J., Divergence measures based on the Shannon entropy. IEEE Trans. Inform. Theor. 37 (1991), 145–151.
    • (1991) IEEE Trans. Inform. Theor. , vol.37 , pp. 145-151
    • Lin, J.1
  • 39
    • 0001837838 scopus 로고
    • An informational measure of correlation
    • Linfoot, E.H., An informational measure of correlation. Inf. Control 1 (1957), 85–89.
    • (1957) Inf. Control , vol.1 , pp. 85-89
    • Linfoot, E.H.1
  • 44
    • 0038724494 scopus 로고    scopus 로고
    • Consensus clustering: a resampling-based method for class discovery and visualization of gene expression microarray data
    • Monti, S., Tamayo, P., Mesirov, J., Golub, T.R., Consensus clustering: a resampling-based method for class discovery and visualization of gene expression microarray data. Machine Learn. 52 (2003), 91–118.
    • (2003) Machine Learn. , vol.52 , pp. 91-118
    • Monti, S.1    Tamayo, P.2    Mesirov, J.3    Golub, T.R.4
  • 45
    • 33750710231 scopus 로고    scopus 로고
    • Nomograms for visualization of naive Bayesian classifier
    • Mozina, M., Demšar, J., Kattan, M., Zutan, B., Nomograms for visualization of naive Bayesian classifier. Lect. Notes Comput. Sci. 3202 (2004), 337–348.
    • (2004) Lect. Notes Comput. Sci. , vol.3202 , pp. 337-348
    • Mozina, M.1    Demšar, J.2    Kattan, M.3    Zutan, B.4
  • 47
    • 84925283769 scopus 로고    scopus 로고
    • What are super-enhancers?
    • Pott, S., Lieb, J.D., What are super-enhancers?. Nat. Genet. 47 (2015), 8–12.
    • (2015) Nat. Genet. , vol.47 , pp. 8-12
    • Pott, S.1    Lieb, J.D.2
  • 49
    • 63149194964 scopus 로고    scopus 로고
    • (V600E)BRAF is associated with disabled feedback inhibition of RAF-MEK signaling and elevated transcriptional output of the pathway
    • Pratilas, C.A., Taylor, B.S., Ye, Q., Viale, A., Sander, C., Solit, D.B., Rosen, N., (V600E)BRAF is associated with disabled feedback inhibition of RAF-MEK signaling and elevated transcriptional output of the pathway. Proc. Natl. Acad. Sci. USA 106 (2009), 4519–4524.
    • (2009) Proc. Natl. Acad. Sci. USA , vol.106 , pp. 4519-4524
    • Pratilas, C.A.1    Taylor, B.S.2    Ye, Q.3    Viale, A.4    Sander, C.5    Solit, D.B.6    Rosen, N.7
  • 50
    • 84896722338 scopus 로고    scopus 로고
    • Epithelial-to-mesenchymal transition rewires the molecular path to PI3K-dependent proliferation
    • Salt, M.B., Bandyopadhyay, S., McCormick, F., Epithelial-to-mesenchymal transition rewires the molecular path to PI3K-dependent proliferation. Cancer Discov. 4 (2014), 186–199.
    • (2014) Cancer Discov. , vol.4 , pp. 186-199
    • Salt, M.B.1    Bandyopadhyay, S.2    McCormick, F.3
  • 51
    • 85028348504 scopus 로고    scopus 로고
    • Multivariate Density Estimation. Mortality
    • Rice University
    • Scott, D.W., Multivariate Density Estimation. Mortality. 1997, Rice University, 1–11.
    • (1997) , pp. 1-11
    • Scott, D.W.1
  • 54
    • 84958787612 scopus 로고    scopus 로고
    • Polycomb repressive complex 2 is a barrier to KRAS-driven inflammation and epithelial-mesenchymal transition in non-small-cell lung cancer
    • Serresi, M., Gargiulo, G., Proost, N., Siteur, B., Cesaroni, M., Koppens, M., Xie, H., Sutherland, K.D., Hulsman, D., Citterio, E., et al. Polycomb repressive complex 2 is a barrier to KRAS-driven inflammation and epithelial-mesenchymal transition in non-small-cell lung cancer. Cancer Cell 29 (2016), 17–31.
    • (2016) Cancer Cell , vol.29 , pp. 17-31
    • Serresi, M.1    Gargiulo, G.2    Proost, N.3    Siteur, B.4    Cesaroni, M.5    Koppens, M.6    Xie, H.7    Sutherland, K.D.8    Hulsman, D.9    Citterio, E.10
  • 55
    • 34249792714 scopus 로고    scopus 로고
    • Entropy, Order Parameters and Complexity. In Complexity
    • Oxford University Press
    • Sethna, J.P., Entropy, Order Parameters and Complexity. In Complexity. 2011, Oxford University Press, 376.
    • (2011) , pp. 376
    • Sethna, J.P.1
  • 57
    • 18844434645 scopus 로고    scopus 로고
    • Density estimation
    • Sheather, S.J., Density estimation. Stat. Sci. 19 (2004), 588–597.
    • (2004) Stat. Sci. , vol.19 , pp. 588-597
    • Sheather, S.J.1
  • 58
    • 65649108558 scopus 로고    scopus 로고
    • A gene expression signature associated with “K-Ras addiction” reveals regulators of EMT and tumor cell survival
    • Singh, A., Greninger, P., Rhodes, D., Koopman, L., Violette, S., Bardeesy, N., Settleman, J., A gene expression signature associated with “K-Ras addiction” reveals regulators of EMT and tumor cell survival. Cancer Cell 15 (2009), 489–500.
    • (2009) Cancer Cell , vol.15 , pp. 489-500
    • Singh, A.1    Greninger, P.2    Rhodes, D.3    Koopman, L.4    Violette, S.5    Bardeesy, N.6    Settleman, J.7
  • 60
    • 84938794719 scopus 로고    scopus 로고
    • Co-occurring genomic alterations define major subsets of KRAS-mutant lung adenocarcinoma with distinct biology, immune profiles, and therapeutic vulnerabilities
    • Skoulidis, F., Byers, L.A., Diao, L., Papadimitrakopoulou, V.A., Tong, P., Izzo, J., Behrens, C., Kadara, H., Parra, E.R., Canales, J.R., et al. Co-occurring genomic alterations define major subsets of KRAS-mutant lung adenocarcinoma with distinct biology, immune profiles, and therapeutic vulnerabilities. Cancer Discov. 5 (2015), 860–877.
    • (2015) Cancer Discov. , vol.5 , pp. 860-877
    • Skoulidis, F.1    Byers, L.A.2    Diao, L.3    Papadimitrakopoulou, V.A.4    Tong, P.5    Izzo, J.6    Behrens, C.7    Kadara, H.8    Parra, E.R.9    Canales, J.R.10
  • 61
  • 63
    • 34347219009 scopus 로고    scopus 로고
    • Metagene projection for cross-platform, cross-species characterization of global transcriptional states
    • Tamayo, P., Scanfeld, D., Ebert, B.L., Gillette, M.A., Roberts, C.W., Mesirov, J.P., Metagene projection for cross-platform, cross-species characterization of global transcriptional states. Proc. Natl. Acad. Sci. USA 104 (2007), 5959–5964.
    • (2007) Proc. Natl. Acad. Sci. USA , vol.104 , pp. 5959-5964
    • Tamayo, P.1    Scanfeld, D.2    Ebert, B.L.3    Gillette, M.A.4    Roberts, C.W.5    Mesirov, J.P.6
  • 64
  • 67
    • 60649105605 scopus 로고    scopus 로고
    • Modern Applied Statistics with S. Issues of Accuracy and Scale
    • Springer
    • Venables, W.N., Ripley, B.D., Modern Applied Statistics with S. Issues of Accuracy and Scale. 2002, Springer, 868.
    • (2002) , pp. 868
    • Venables, W.N.1    Ripley, B.D.2


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