costunolide and Neoplasms

Some sesquiterpene lactones (SLs) are the active compounds of a great number of traditionally medicinal plants from the Asteraceae family and possess considerable cytotoxic activity. Several studies in vitro have shown the inhibitory activity against cells derived from human carcinoma of the nasopharynx (KB). In this study, we investigated a set of 37 different sesquiterpene lactones, represented by 4 skeletons (14 germacranolides, 6 elemanolides, 9 guaianolides and nor-derivatives, and 8 pseudoguaianolides), in what it says respect of their cytotoxic properties. The experimental results were submitted to a QSAR study. A single model for the entire data set was described using 3D molecular descriptors and genetic algorithms establishing structure-activity relationships among the compounds. Important properties for the inhibition potency are discussed for the whole data set and for subsets of the different structural skeletons.

Topics: Algorithms; Antineoplastic Agents, Phytogenic; Artificial Intelligence; Asteraceae; Cell Line, Tumor; Chemical Phenomena; Chemistry, Physical; Humans; Models, Statistical; Neoplasms; Quantitative Structure-Activity Relationship; Regression Analysis; Sesquiterpenes; Structure-Activity Relationship