Heuristic molecular lipophilicity potential (HMLP): a 2D-QSAR study to LADH of molecular family pyrazole and derivatives.
The quantum chemical and structure-based technique heuristic molecular lipophilicity potential (HMLP) is used in the liver alcohol dehydrogenase (LADH) study of molecular family pyrazole and derivatives. The molecular lipophilic index LM, molecular hydrophilic index HM, lipophilic indices lss, and hydrophilic indices hss of the substitutes (fragments), and atomic lipophilicity indices las are constructed and used in QSAR study. The HMLP indices are correlated with bioactivities of 18 pyrazole derivatives according to the 2D QSAR procedure. The multiple linear regression equation between the bioactivities of pyrazole derivatives and HMLP indices are built using partial least square (PLS) with the optimal statistical quantity (r=0.987, s=0.479, F=47.19). The inhibition mechanism of LADH of the pyrazole derivatives is explained according to the physical meaning of HMLP indices. During the HMLP calculations for the 2D QSAR, the only input parameters are the atomic van der Waals radius without the need to resort to any empirical parameters. Accordingly, HMLP can provide a rigorous theoretical approach with a crystal clear physical meaning for the 2D QSAR.
Du
Qishi
Q
Tianjin Normal University, Tianjin Institute of Bioinformatics and Drug Discovery (TIDD), Tianjin, 300074, People's Republic of China.
Mezey
P G
PG
Chou
Kuo-Chen
KC
D000426:Alcohol Dehydrogenase / Q000737:chemistry* / Q000378:metabolism; D000465:Algorithms; D008055:Lipids / Q000737:chemistry*; D008099:Liver / Q000201:enzymology*; D008956:Models, Chemical; D015394:Molecular Structure; D011720:Pyrazoles / Q000737:chemistry*; D021281:Quantitative Structure-Activity Relationship
D008055:Lipids; D011720:Pyrazoles; D000426:Alcohol Dehydrogenase