메뉴 건너뛰기




Volumn , Issue , 2015, Pages 581-586

Integrating omics data for identifying disease subtypes: A multiplex network-based approach

Author keywords

data integration; glioblastoma multiforme; Multiplex networks; omics data

Indexed keywords

BIOINFORMATICS; COMPLEX NETWORKS; HOSPITAL DATA PROCESSING; MULTIPLEXING;

EID: 84962361101     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIBM.2015.7359747     Document Type: Conference Paper
Times cited : (6)

References (22)
  • 1
    • 33644527950 scopus 로고    scopus 로고
    • The model organism as a system: Integrating 'omics' data sets
    • AR. Joyce, B. O. Palsson, "The model organism as a system: integrating 'omics' data sets, " Nature Reviews Molecular Cell Biology 2006, 7: 198-210.
    • (2006) Nature Reviews Molecular Cell Biology , vol.7 , pp. 198-210
    • Joyce, A.R.1    Palsson, B.O.2
  • 3
    • 84877254190 scopus 로고    scopus 로고
    • Integrated genomic characterization of endometrial carcinoma
    • The Cancer Genome Atlas Research Network, "Integrated genomic characterization of endometrial carcinoma, " Nature, 2013, 497(7447), pp.67-73
    • (2013) Nature , vol.497 , Issue.7447 , pp. 67-73
    • The Cancer Genome Atlas Research Network1
  • 8
    • 84869875323 scopus 로고    scopus 로고
    • Synergistic effect of different levels of genomic data for cancer clinical outcome prediction
    • D. Kim, H. Shin, YS. Song, and J. H. Kim, "Synergistic effect of different levels of genomic data for cancer clinical outcome prediction., " J. Biomed. Inform. 45, 2012, pp.1191-1198.
    • (2012) J. Biomed. Inform. , vol.45 , pp. 1191-1198
    • Kim, D.1    Shin, H.2    Song, Y.S.3    Kim, J.H.4
  • 9
    • 70449331456 scopus 로고    scopus 로고
    • Integrative clustering of multiple genomic data types using a joint latent variable model with application to breast and lung cancer subtype analysis
    • R. Shen, A Olshen and M. Ladanyi, "Integrative clustering of multiple genomic data types using a joint latent variable model with application to breast and lung cancer subtype analysis, " Bioinforrnatics, 2009, 25, pp. 2906-2912.
    • (2009) Bioinforrnatics , vol.25 , pp. 2906-2912
    • Shen, R.1    Olshen, A.2    Ladanyi, M.3
  • 10
    • 77952328459 scopus 로고    scopus 로고
    • Community structure in time-dependent, multiscale, and multiplex networks
    • P. Mucha, T. Richardson, K. Macon, M. Porter, J. Onnela, "Community structure in time-dependent, multiscale, and multiplex networks, " Science, vol. 208, pp. 876-878, 2010.
    • (2010) Science , vol.208 , pp. 876-878
    • Mucha, P.1    Richardson, T.2    Macon, K.3    Porter, M.4    Onnela, J.5
  • 15
    • 20144389740 scopus 로고    scopus 로고
    • Integrated array-comparative genomic hybridization and expression array profiles identify clinically relevant molecular subtypes of glioblastoma
    • J. M. Nigro, A Misra, L. Zhang, I. Smimov, H. Colman, C. Griflin, et al., "Integrated array-comparative genomic hybridization and expression array profiles identify clinically relevant molecular subtypes of glioblastoma, " Cancer Res. 65, 2005, pp.1678-1686.
    • (2005) Cancer Res. , vol.65 , pp. 1678-1686
    • Nigro, J.M.1    Misra, A.2    Zhang, L.3    Smimov, I.4    Colman, H.5    Griflin, C.6
  • 16
    • 73649123907 scopus 로고    scopus 로고
    • Integrated genomic analysis identifies clinically relevant subtypes of glioblastoma characterized by abnormalities in PDGFRA, IDHl, EGFR, and Nfl
    • R. G. Verhaak, K.A. Hoadley, E. Purdom, V. Wang, Y. Qi, M.D. Wilkerson, et al., . "Integrated genomic analysis identifies clinically relevant subtypes of glioblastoma characterized by abnormalities in PDGFRA, IDHl, EGFR, and Nfl, " Cancer Cell 17, 2010, pp. 98-110.
    • (2010) Cancer Cell , vol.17 , pp. 98-110
    • Verhaak, R.G.1    Hoadley, K.A.2    Purdom, E.3    Wang, V.4    Qi, Y.5    Wilkerson, M.D.6
  • 17
    • 84931091190 scopus 로고    scopus 로고
    • Integrating different data types by regularized unsupervised multiple kernel learning with application to cancer subtype discovery
    • N.K. Speicher and N. Pfeifer, "Integrating different data types by regularized unsupervised multiple kernel learning with application to cancer subtype discovery, " Bioinformatics, 2015, 31 (12): i268-i275.
    • (2015) Bioinformatics , vol.31 , Issue.12 , pp. i268-i275
    • Speicher, N.K.1    Pfeifer, N.2
  • 19
    • 0032488121 scopus 로고    scopus 로고
    • Survival probabilities. The KaplanMeier method
    • J. M. Bland, D. G. Altman, "Survival probabilities. The KaplanMeier method, "BMJ 1998; 317: 1572.
    • (1998) BMJ , vol.317 , pp. 1572
    • Bland, J.M.1    Altman, D.G.2
  • 20
    • 0023453329 scopus 로고
    • Silhouettes: A graphical aid to the interpretation and validation of cluster analysis
    • P. Rousseeuw, "Silhouettes: a graphical aid to the interpretation and validation of cluster analysis, " J. Comput. Appl. Math. 20, 1987, pp.53-65.
    • (1987) J. Comput. Appl. Math. , vol.20 , pp. 53-65
    • Rousseeuw, P.1
  • 21
    • 84876895426 scopus 로고    scopus 로고
    • Age-specific signatures of glioblastoma at the genomic, genetic, and epigenetic levels
    • Apr 29
    • S. Bozdag, A Li, G. Riddick G, Y Kotliarov, M. Baysan, F.M. et al, "Age-specific signatures of glioblastoma at the genomic, genetic, and epigenetic levels, " PLoS One. 2013 Apr 29;8(4):e62982.
    • (2013) PLoS One , vol.8 , Issue.4 , pp. e62982
    • Bozdag, S.1    Li, A.2    Riddick G, G.3    Kotliarov, Y.4    Baysan, M.5
  • 22
    • 84867606428 scopus 로고    scopus 로고
    • Hotspot mutations in H3F3A and IDH i define distinct epigenetic and biological subgroups of glioblastoma
    • D. Sturm, H. Witt, V. Hovestadt, D.A. Khuong-Quang, DT Jones, C. Konermann, D. Sturm, et al., "Hotspot mutations in H3F3A and IDH I define distinct epigenetic and biological subgroups of glioblastoma., " Cancer Cell 22, 2012, pp.425-437.
    • (2012) Cancer Cell , vol.22 , pp. 425-437
    • Sturm, D.1    Witt, H.2    Hovestadt, V.3    Khuong-Quang, D.A.4    Jones, D.T.5    Konermann, C.6    Sturm, D.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.