Considering the molecular conformational flexibility in QSAR studies
Abstract:
Conformational flexibility is a crucial aspect to be considered from the molecular structure for obtaining pbkp_redictive quantitative structure-property relationships models. We develop two simple algorithms that are based in the stepwise inclusion procedure and the replacement method, which introduce conformational flexibility in two different ways: (i) by an iterative method and (ii) by taking into account the descriptor values of all the conformations at once. We apply such algorithms to pbkp_redict the apparent second order inactivation rate constant for different serine protease inhibitors based on the 1,2,5-thiadiazolidin-3-one 1,1-dioxide scaffold, and also to structurally heterogeneous inhibitors of the angiotensin converting enzyme. Present approach improves the results obtained by both the stepwise inclusion technique and the replacement method.
Año de publicación:
2016
Keywords:
- Molecules
- Replacement method
- ALGORITHMS
- QSAR
- Stepwise inclusion technique
Fuente:
Tipo de documento:
Book Part
Estado:
Acceso restringido
Áreas de conocimiento:
- Relación cuantitativa estructura-actividad
- Biología molecular
Áreas temáticas:
- Química orgánica