Multilevel component analysis of time-resolved metabolic fingerprinting data

Analytica Chimica Acta

Volumn 530, Issue 2, 2005, Pages 173-183

  Jansen, Jeroen J ^a   Hoefsloot, Huub C J ^a   Van Der Greef, Jan ^b,c   Timmerman, Marieke E ^d   Smilde, Age K ^a,b  

^a UNIVERSITY OF AMSTERDAM   (Netherlands)

^b TNO   (Netherlands)

^c Beyond Genomics   (United States)

^d UNIVERSITY OF GRONINGEN   (Netherlands)

Author keywords

Biorhythms; Metabolomics; NMR; Principal component analysis; Types of variation; Urinalysis

Indexed keywords

DATA REDUCTION; GENES; INFORMATION ANALYSIS; NUCLEAR MAGNETIC RESONANCE; PRINCIPAL COMPONENT ANALYSIS;

FINGERPRINTING DATA; MULTILEVEL COMPONENT ANALYSIS (MCA); SYSTEMS BIOLOGY;

METABOLISM;

ARTICLE; BIOLOGICAL RHYTHM; CONTROLLED STUDY; DATA ANALYSIS; FEMALE; GENETIC DATABASE; GENOMICS; INTERMETHOD COMPARISON; MALE; METABOLOMICS; MONKEY; MULTILEVEL COMPONENT ANALYSIS; MULTIVARIATE ANALYSIS; NONHUMAN; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; PROTON NUCLEAR MAGNETIC RESONANCE; STATISTICAL MODEL; URINALYSIS;

ANIMALIA;

EID: 13444304210     PISSN: 00032670     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.aca.2004.09.074     Document Type: Article

References (27)

1. J. van der Greef, A.C. Tas, J. Bouwman, M.C. Ten Noever de Brauw, and W.H.P. Schreurs Anal. Chim. Acta 150 1983 45
2. K.P. Gartland, S.M. Sanins, J.K. Nicholson, B.C. Sweatman, C.R. Beddell, and J.C. Lindon NMR Biomed. 3 1990 166
3. L. Glass, and M.C. Mackey From Clocks to Chaos: The Rythms of Life 1988 Princeton University Press Princeton
4. A.C. Tas, H. van den Berg, J. Odink, H. Korthals, J.T.N.M. Thissen, and J. van der Greef J. Pharmaceut. Biomed. 7 1989 1239
5. E. Holmes, P.J.D. Foxall, J.K. Nicholson, G.H. Neild, S.M. Brown, C.R. Beddell, B.C. Sweatman, E. Rahr, J.C. Lindon, M. Spraul, and P. Neidig Anal. Biochem. 220 1994 284
6. C. Zuppi, I. Messana, F. Forni, C. Rossi, L. Pennacchietti, F. Ferrari, and B. Giardina Clin. Chim. Acta 265 1997 85
7. J.R. Bales, D.P. Higham, I. Howe, J.K. Nicholson, and P.J. Sadler Clin. Chem. 30 1984 426
8. J.G. Bundy, E.M. Lenz, D. Osborn, J.M. Weeks, J.C. Lindon, and J.K. Nicholson Xenobiotica 32 2002 479
9. M.E. Dumas, C. Canlet, F. Andre, J. Vercauteren, and A. Paris Anal. Chem. 74 2002 2261
10. S. Garrod, E. Humpher, S.C. Connor, J.C. Connelly, M. Spraul, J.K. Nicholson, and E. Holmes Magn. Res. Med. 45 2001 781
11. J.K. Nicholson, J.A. Timbrell, and P.J. Sadler Mol. Pharmacol. 27 1985 644
12. E. Holmes, and H. Antti Analyst 12 2002 1549
13. J.J. Jansen, H.C.J. Hoefsloot, H.F.M. Boelens, J. van der Greef, and A.K. Smilde Bioinformatics 20 2004 2438
14. H. Antti, M.E. Bollard, T.M. Ebbels, H. Keun, J.C. Lindon, J.K. Nicholson, and E. Holmes J. Chemometr. 16 2002 461
15. P. Mendes Briefings Bioinformat. 3 2002 134
16. T. Snijders, and R. Bosker Multilevel Analysis 1999 Sage Publications Ltd. London
17. H.A.L. Kiers, and J.M.F. Ten Berge Br. J. Math. Stat. Psychol. 47 1994 109
18. M.E. Timmerman, and H.A.L. Kiers Psychometrika 86 2003 105
19. M.E. Timmerman, submitted for publication.
20. J.T.W.E. Vogels, A.C. Tas, J. Venekamp, and J. van der Greef J. Chemometr. 10 1996 425
21. I.T. Jolliffe Principal Component Analysis 2002 Springer-Verlag New York
22. R. Bro, and A.K. Smilde J. Chemometr. 17 2003 16
23. J.B. Kruskal Manuscript 1977 Bell Laboratories Murray Hill, NJ
24. J.M.F. Ten Berge Least Squares Optimization in Multivariate Analysis 1993 DSWO Press Leiden
25. J.E. Jackson A User's Guide to Principal Components (Wiley Series in Probability and Mathematical Statistics) 1991 Wiley/Interscience New York
26. S.R. Searle, G. Casella, and C.E. McCullough Variance Components (Wiley Series in Probability and Statistics) 1992 Wiley
27. R.B. Cattell Multivar. Behav. Res. 1 1966 245