메뉴 건너뛰기




Volumn 522, Issue 1, 2013, Pages 27-36

Using OPLS-DA to find new hypotheses in vast amounts of gene expression data - Studying the progression of cardiac hypertrophy in the heart of aorta ligated rat

Author keywords

Cardiac hypertrophy; Gene expression; Multivariate data analysis

Indexed keywords

CELL ADHESION MOLECULE;

EID: 84877007306     PISSN: 03781119     EISSN: 18790038     Source Type: Journal    
DOI: 10.1016/j.gene.2013.03.018     Document Type: Article
Times cited : (16)

References (21)
  • 3
    • 34249335649 scopus 로고    scopus 로고
    • OPLS discriminant analysis: combining the strengths of PLS-DA and SIMCA classification
    • Bylesjö M., Rantalainen M., Cloarec O., Nicholson J.K., Holmes E., Trygg J. OPLS discriminant analysis: combining the strengths of PLS-DA and SIMCA classification. J. Chemom. 2006, 20:341-351.
    • (2006) J. Chemom. , vol.20 , pp. 341-351
    • Bylesjö, M.1    Rantalainen, M.2    Cloarec, O.3    Nicholson, J.K.4    Holmes, E.5    Trygg, J.6
  • 4
    • 79751492247 scopus 로고    scopus 로고
    • OPLS-DA as a suitable method for selecting a set of gene transcripts discriminating RAS- and PTPN11-mutated cells in acute lymphoblastic leukaemia
    • Musumarra G., Condorelli D., Fortuna C. OPLS-DA as a suitable method for selecting a set of gene transcripts discriminating RAS- and PTPN11-mutated cells in acute lymphoblastic leukaemia. Comb. Chem. High Throughput Screen. 2011, 14:36-46.
    • (2011) Comb. Chem. High Throughput Screen. , vol.14 , pp. 36-46
    • Musumarra, G.1    Condorelli, D.2    Fortuna, C.3
  • 5
    • 12944279216 scopus 로고    scopus 로고
    • Partial least squares dimension reduction for microarray gene expression data with a censored response
    • Nguyen D. Partial least squares dimension reduction for microarray gene expression data with a censored response. Math. Biosci. 2005, 193:119-137.
    • (2005) Math. Biosci. , vol.193 , pp. 119-137
    • Nguyen, D.1
  • 6
    • 0038620211 scopus 로고    scopus 로고
    • Prediction of clinical outcome with microarray data: a partial least squares discriminant analysis (PLS-DA) approach
    • Pérez-Enciso M., Tenenhaus M. Prediction of clinical outcome with microarray data: a partial least squares discriminant analysis (PLS-DA) approach. Hum. Genet. 2003, 112:581-592.
    • (2003) Hum. Genet. , vol.112 , pp. 581-592
    • Pérez-Enciso, M.1    Tenenhaus, M.2
  • 8
    • 0029864693 scopus 로고
    • World Health Organization/International Society and Federation of Cardiology Task Force on the definition and classification of cardiomyopathies
    • Richardson P., et al. World Health Organization/International Society and Federation of Cardiology Task Force on the definition and classification of cardiomyopathies. Circulation 1995, 93(1996):841-842.
    • (1995) Circulation , vol.93 , Issue.1996 , pp. 841-842
    • Richardson, P.1
  • 9
    • 70449192269 scopus 로고
    • Asymmetrical hypertrophy of the heart in young adults
    • Teare D. Asymmetrical hypertrophy of the heart in young adults. Br. Heart J. 1958, 20:1-8.
    • (1958) Br. Heart J. , vol.20 , pp. 1-8
    • Teare, D.1
  • 10
    • 0035295717 scopus 로고    scopus 로고
    • Molecular genetics of left ventricular dysfunction
    • Towbin J.A., Bowles N.E. Molecular genetics of left ventricular dysfunction. Curr. Mol. Med. 2001, 1:81-90.
    • (2001) Curr. Mol. Med. , vol.1 , pp. 81-90
    • Towbin, J.A.1    Bowles, N.E.2
  • 13
    • 77649087980 scopus 로고    scopus 로고
    • Return to the fetal gene program: a suggested metabolic link to gene expression in the heart
    • Taegtmeyer H., Sen S., Vela D. Return to the fetal gene program: a suggested metabolic link to gene expression in the heart. Ann. N. Y. Acad. Sci. 2010, 1188:191-198.
    • (2010) Ann. N. Y. Acad. Sci. , vol.1188 , pp. 191-198
    • Taegtmeyer, H.1    Sen, S.2    Vela, D.3
  • 14
    • 0002537440 scopus 로고    scopus 로고
    • Cardiac hypertrophy: the good, the bad, and the ugly
    • Frey N., Olson E.N. Cardiac hypertrophy: the good, the bad, and the ugly. Annu. Rev. Physiol. 2003, 65:45-79.
    • (2003) Annu. Rev. Physiol. , vol.65 , pp. 45-79
    • Frey, N.1    Olson, E.N.2
  • 15
    • 77955327301 scopus 로고    scopus 로고
    • Temporal correlation between transcriptional changes and increased synthesis of hyaluronan in experimental cardiac hypertrophy
    • Hellman U., Mörner S., Engström-Laurent A., Samuel J.-L., Waldenström A. Temporal correlation between transcriptional changes and increased synthesis of hyaluronan in experimental cardiac hypertrophy. Genomics 2010, 96:73-81.
    • (2010) Genomics , vol.96 , pp. 73-81
    • Hellman, U.1    Mörner, S.2    Engström-Laurent, A.3    Samuel, J.-L.4    Waldenström, A.5
  • 16
    • 0036083139 scopus 로고    scopus 로고
    • O-PLS
    • Trygg J., Wold S. Orthogonal projections to latent structures. J. Chemom. 2002, 16:119-128.
    • (2002) J. Chemom. , vol.16 , pp. 119-128
    • Trygg, J.1    Wold, S.2
  • 17
    • 0026758601 scopus 로고
    • A new algorithm for optimal, distance-based experimental-design
    • Marengo E., Todeschini R. A new algorithm for optimal, distance-based experimental-design. Chemom. Intell. Lab. Syst. 1992, 16:37-44.
    • (1992) Chemom. Intell. Lab. Syst. , vol.16 , pp. 37-44
    • Marengo, E.1    Todeschini, R.2
  • 18
    • 84876959244 scopus 로고    scopus 로고
    • http://www.sabiosciences.com/ArrayList.php.
  • 19
    • 79955365919 scopus 로고    scopus 로고
    • Glucose metabolism and cardiac hypertrophy
    • Kolwicz S.C., Tian R. Glucose metabolism and cardiac hypertrophy. Cardiovasc. Res. 2011, 90:194-201.
    • (2011) Cardiovasc. Res. , vol.90 , pp. 194-201
    • Kolwicz, S.C.1    Tian, R.2
  • 20
    • 0022383423 scopus 로고
    • Thyroxine-induced left ventricular hypertrophy in the rat. Anatomical and physiological evidence for angiogenesis
    • Chilian W.M., Wangler R.D., Peters K.G., Tomanek R.J., Marcus M.L. Thyroxine-induced left ventricular hypertrophy in the rat. Anatomical and physiological evidence for angiogenesis. Circ. Res. 1985, 57:591-598.
    • (1985) Circ. Res. , vol.57 , pp. 591-598
    • Chilian, W.M.1    Wangler, R.D.2    Peters, K.G.3    Tomanek, R.J.4    Marcus, M.L.5
  • 21
    • 0037022910 scopus 로고    scopus 로고
    • Inflammation and atherosclerosis
    • Libby P., Ridker P.M., Maseri A. Inflammation and atherosclerosis. Circulation 2002, 105:1135-1143.
    • (2002) Circulation , vol.105 , pp. 1135-1143
    • Libby, P.1    Ridker, P.M.2    Maseri, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.