TY - JOUR
T1 - Comparative molecular field analysis (CoMFA) and comparative molecular similarity indices analysis (CoMSIA) of some benzimidazole derivatives with trichomonicidal activity
AU - Pérez-Villanueva, Jaime
AU - Medina-Franco, José L.
AU - Caulfield, Thomas R.
AU - Hernández-Campos, Alicia
AU - Hernández-Luis, Francisco
AU - Yépez-Mulia, Lilián
AU - Castillo, Rafael
N1 - Funding Information:
This work was supported by project 80093 from CONACyT. J.P-V. acknowledges CONACyT scholarship 173896/173896 and Carso Health Institute for the PhD student fellowship S0710443. J.L.M-F acknowledges the State of Florida for funding. The authors are grateful to OpenEye Scientific Software, Inc., for providing ROCS.
PY - 2011/8
Y1 - 2011/8
N2 - Trichomonosis is a common sexually transmitted infectious disease linked to reproductive health complications. Recently, the benzimidazole nucleus has emerged as a promising scaffold to develop new trichomonicidal agents. Despite the fact that large amounts of experimental data have been accumulated over the past eight years, no quantitative studies have yet been reported on this class of compounds. In our effort to develop new antiparasitic benzimidazole derivatives, we report in this paper CoMFA and CoMSIA studies with an initial set of 70 benzimidazole derivatives with trichomonicidal activity. Four CoMFA models and eight CoMSIA models were generated; ten of these models had values of r2 > 0.6 and q2 > 0.5. The best CoMFA model had r2 = 0.936 and q2 = 0.634, and the best CoMSIA model had r2 = 0.858 and q2 = 0.642. These models were generated by using two conformer selection methodologies (minimum energy conformations and 3D similarity), and three charge types (Mulliken, Gasteiger-Hükel and electrostatic potential atomic charges). The putative active tautomers of 1H-benzimidazole derivatives were selected using 3D-QSAR calculations. All models were validated via an external test set with 13 molecules. The best models satisfied additional validation criteria. The contour maps generated show the most important features that a benzimidazole derivative should have for trichomonicidal activity; they also, suggest that substituents at the 2- and 6-positions are important in the generation of derivatives with strong activity.
AB - Trichomonosis is a common sexually transmitted infectious disease linked to reproductive health complications. Recently, the benzimidazole nucleus has emerged as a promising scaffold to develop new trichomonicidal agents. Despite the fact that large amounts of experimental data have been accumulated over the past eight years, no quantitative studies have yet been reported on this class of compounds. In our effort to develop new antiparasitic benzimidazole derivatives, we report in this paper CoMFA and CoMSIA studies with an initial set of 70 benzimidazole derivatives with trichomonicidal activity. Four CoMFA models and eight CoMSIA models were generated; ten of these models had values of r2 > 0.6 and q2 > 0.5. The best CoMFA model had r2 = 0.936 and q2 = 0.634, and the best CoMSIA model had r2 = 0.858 and q2 = 0.642. These models were generated by using two conformer selection methodologies (minimum energy conformations and 3D similarity), and three charge types (Mulliken, Gasteiger-Hükel and electrostatic potential atomic charges). The putative active tautomers of 1H-benzimidazole derivatives were selected using 3D-QSAR calculations. All models were validated via an external test set with 13 molecules. The best models satisfied additional validation criteria. The contour maps generated show the most important features that a benzimidazole derivative should have for trichomonicidal activity; they also, suggest that substituents at the 2- and 6-positions are important in the generation of derivatives with strong activity.
KW - 3D-QSAR
KW - Benzimidazole
KW - CoMFA
KW - CoMSIA
KW - Structure-activity relationships
KW - Trichomonas vaginalis
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U2 - 10.1016/j.ejmech.2011.05.016
DO - 10.1016/j.ejmech.2011.05.016
M3 - Article
C2 - 21621311
AN - SCOPUS:79958252481
SN - 0223-5234
VL - 46
SP - 3499
EP - 3508
JO - CHIM.THER.
JF - CHIM.THER.
IS - 8
ER -