Bioinformatics tools for cancer metabolomics
Publication
, Journal Article
Blekherman, G; Laubenbacher, R; Cortes, DF; Mendes, P; Torti, FM; Akman, S; Torti, SV; Shulaev, V
Published in: Metabolomics
September 1, 2011
It is well known that significant metabolic change take place as cells are transformed from normal to malignant. This review focuses on the use of different bioinformatics tools in cancer metabolomics studies. The article begins by describing different metabolomics technologies and data generation techniques. Overview of the data pre-processing techniques is provided and multivariate data analysis techniques are discussed and illustrated with case studies, including principal component analysis, clustering techniques, self-organizing maps, partial least squares, and discriminant function analysis. Also included is a discussion of available software packages. © 2011 The Author(s).
Published In
Metabolomics
DOI
EISSN
1573-3890
ISSN
1573-3882
Publication Date
September 1, 2011
Volume
7
Issue
3
Start / End Page
329 / 343
Related Subject Headings
- Analytical Chemistry
- 3401 Analytical chemistry
- 3205 Medical biochemistry and metabolomics
- 3101 Biochemistry and cell biology
- 1103 Clinical Sciences
- 0601 Biochemistry and Cell Biology
- 0301 Analytical Chemistry
Citation
APA
Chicago
ICMJE
MLA
NLM
Blekherman, G., Laubenbacher, R., Cortes, D. F., Mendes, P., Torti, F. M., Akman, S., … Shulaev, V. (2011). Bioinformatics tools for cancer metabolomics. Metabolomics, 7(3), 329–343. https://doi.org/10.1007/s11306-010-0270-3
Blekherman, G., R. Laubenbacher, D. F. Cortes, P. Mendes, F. M. Torti, S. Akman, S. V. Torti, and V. Shulaev. “Bioinformatics tools for cancer metabolomics.” Metabolomics 7, no. 3 (September 1, 2011): 329–43. https://doi.org/10.1007/s11306-010-0270-3.
Blekherman G, Laubenbacher R, Cortes DF, Mendes P, Torti FM, Akman S, et al. Bioinformatics tools for cancer metabolomics. Metabolomics. 2011 Sep 1;7(3):329–43.
Blekherman, G., et al. “Bioinformatics tools for cancer metabolomics.” Metabolomics, vol. 7, no. 3, Sept. 2011, pp. 329–43. Scopus, doi:10.1007/s11306-010-0270-3.
Blekherman G, Laubenbacher R, Cortes DF, Mendes P, Torti FM, Akman S, Torti SV, Shulaev V. Bioinformatics tools for cancer metabolomics. Metabolomics. 2011 Sep 1;7(3):329–343.
Published In
Metabolomics
DOI
EISSN
1573-3890
ISSN
1573-3882
Publication Date
September 1, 2011
Volume
7
Issue
3
Start / End Page
329 / 343
Related Subject Headings
- Analytical Chemistry
- 3401 Analytical chemistry
- 3205 Medical biochemistry and metabolomics
- 3101 Biochemistry and cell biology
- 1103 Clinical Sciences
- 0601 Biochemistry and Cell Biology
- 0301 Analytical Chemistry