A novel approach for the virtual screening and rational design of anticancer compounds.

Abstract:

:A topological substructural approach to molecular design (TOSS-MODE) has been introduced for the selection and design of anticancer compounds. A quantitative model that discriminates anticancer compounds from the inactive ones in a training series was obtained. This model permits the correct classification of 91.43% of compounds in an external prediction set with only 1.43% of false actives and 7. 14% of false inactives. The model developed is then used in a simulation of a virtual search for Ras FTase inhibitors; 87% of the Ras FTase inhibitors used in this simulated search were correctly classified, thus indicating the ability of the TOSS-MODE model of finding lead compounds with novel structures and mechanism of action. Finally, a series of carbonucleosides was designed, and the compounds were classified as active/inactive anticancer compounds by using the model developed here. From the compounds so-designed, 20 were synthesized and evaluated experimentally for their antitumor effects on the proliferation of murine leukemia cells (L1210/0) and human T-lymphocyte cells (Molt4/C8 and CEM/0); 80% of these compounds were well-classified, as active or inactive, and only two pairs of isomeric compounds were false actives. The chloropurine derivatives were the most active compounds, especially compounds 6c, d.

journal_name

J Med Chem

authors

Estrada E,Uriarte E,Montero A,Teijeira M,Santana L,De Clercq E

doi

10.1021/jm991172d

keywords:

subject

Has Abstract

pub_date

2000-05-18 00:00:00

pages

1975-85

issue

10

eissn

0022-2623

issn

1520-4804

pii

jm991172d

journal_volume

43

pub_type

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