On characterization of proteomics maps and chemically induced changes in proteomes using matrix invariants: Application to peroxisome proliferators

Citation
M. Randic et al., On characterization of proteomics maps and chemically induced changes in proteomes using matrix invariants: Application to peroxisome proliferators, MED CHEM RE, 10(7-8), 2001, pp. 456-479
Citations number
31
Categorie Soggetti
Chemistry & Analysis
Journal title
MEDICINAL CHEMISTRY RESEARCH
ISSN journal
10542523 → ACNP
Volume
10
Issue
7-8
Year of publication
2001
Pages
456 - 479
Database
ISI
SICI code
1054-2523(2001)10:7-8<456:OCOPMA>2.0.ZU;2-U
Abstract
In this paper we have reported a mathematical method for the compact charac terization of proteomics maps. Selected spots from proteomics maps are tran sformed into 3-D curves which, in turn, are represented by D/D matrices. Th e leading eigenvalues of such matrices and their higher powers are used as biodescriptors to characterize proteomics patterns. The set of biodescripto rs derived from the normal cells and cells exposed to four peroxisome proli ferators show that these compact biodescriptors are able to discriminate th e characteristic effects of these toxicants on the cellular proteome.