Application of factor analysis on Mycobacterium tuberculosis transcriptional responses for drug clustering, drug target, and pathway detections

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4093 LNAI, Issue , 2006, Pages 835-844

  Chaijaruwanich, Jeerayut ^a   Khamphachua, Jamlong ^a   Prasitwattanaseree, Sukon ^a   Warit, Saradee ^b   Palittapongarnpim, Prasit ^b  

^a CHIANG MAI UNIVERSITY   (Thailand)

^b NATIONAL SCIENCE AND TECHNOLOGY DEVELOPMENT AGENCY   (Thailand)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMEDICAL ENGINEERING; BIOTECHNOLOGY; DATABASE SYSTEMS; DRUG PRODUCTS; HIERARCHICAL SYSTEMS; STATISTICAL TESTS; CORRELATION METHODS; DATA MINING; GENE EXPRESSION; GENES; MULTIVARIANT ANALYSIS; TESTING; TUBES (COMPONENTS);

HIERARCHICAL CLUSTERING; MICROARRAY PROFILES; MYCOBACTERIUM TUBERCULOSIS; PEARSON CORRELATION; CONVENTIONAL CLUSTERING; CONVENTIONAL METHODS; GENE EXPRESSION LEVELS; HIER-ARCHICAL CLUSTERING; HIGH DIMENSIONALITY; TRANSCRIPTIONAL RESPONSE;

DISEASES; FACTOR ANALYSIS;

EID: 33749377703     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11811305_91     Document Type: Conference Paper

References (5)

1. Boshoff, H.I.M, et al.:The Transcriptional Responses of Mycobacterium tuberculosis to Inhibitors of Metabolism. JBC. Vol.279, No.38 (2004) 40,174-40,184.
2. Johnson, R.A., Wichern, DW.:Applied Multivariate Statistical Analysis. Upper Saddle River, NJ, Prentice Hall (1992) 477-510,679-689.
3. Lozano, J.J., et al.:Dual activation of pathways regulated by steroid receptors and peptide growth factors in primary prostate cancer revealed by Factor Analysis of microarray data. BioMed Central (2005)
4. Stekel, D.:Microarray Bioinformatics.Cambridge University Press, Cambridge (2003) 90-97,112-123,158-168.
5. The Gene Ontology Consortium.:The Gene Ontology. http://www.geneontology. org/index.shtml (2006)