Mtd. Cronin et Jc. Dearden, CORRESPONDENCE-ANALYSIS OF THE SKIN SENSITIZATION POTENTIAL OF ORGANIC-CHEMICALS, Quantitative structure-activity relationships, 16(1), 1997, pp. 33-37
Correspondence analysis is a variant of principal component analysis f
or use with categoric data. It has been applied to information describ
ing the frequencies of structural certain molecular features and the s
kin sensitization potential of a database of organic compounds. Corres
pondence analysis allows the graphical study of the interrelationship
between the relative frequency of structural features of non, weak, mo
derate and strong sensitizers and the individual class membership. Str
uctural features resulting in protein reactivity are shown to be stron
gly associated with strong sensitizers; other features, not related to
reactivity, are associated with non, or weak, sensitizers. The analys
is also indicates structural features whose description is too vague a
nd needs more refinement.