CoMFA and CoMSIA studies on aryl carboxylic acid amide derivatives as dihydroorotate dehydrogenase (DHODH) inhibitors

Curr Comput Aided Drug Des. 2012 Dec 1;8(4):271-82. doi: 10.2174/157340912803519598.

Abstract

DHODH is a flavoenzyme that catalyzes the oxidation of dihydroorotate (DHO) to orotate (ORO) as part of the fourth and rate limiting step of the de novo pyrimidine biosynthetic pathway. Inhibitors of DHODHs have proven efficacy for the treatment of cancer, malaria and immunological disorders. 3D QSAR studies on some aryl carboxylic acid amide derivatives as hDHODH inhibitors were performed by comparative molecular field analysis (CoMFA) and comparative molecular similarity indices (CoMSIA) methods to rationalize the structural requirements responsible for the inhibitory activity of these compounds. The alignment strategy was used for these compounds by means of Distill function defined in SYBYL X 1.2. The best CoMFA and CoMSIA models obtained for the training set were statistically significant with cross-validated coefficients (q²) of 0.636 and 0.604 and conventional coefficients (r²) of 0.993 and 0.950, respectively. Both the models were validated by an external test set of five compounds giving satisfactory prediction (r² pred) of 0.563 and 0.523 for CoMFA and CoMSIA models, respectively. Further the robustness of the model was verified by bootstrapping analysis. Generated CoMFA and CoMSIA models provide useful information for the design of novel inhibitors with good hDHODH inhibitory.

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't
  • Validation Study

MeSH terms

  • Amides / chemistry
  • Amides / metabolism
  • Amides / pharmacology
  • Antimalarials / chemistry
  • Antimalarials / metabolism
  • Antimalarials / pharmacology
  • Antineoplastic Agents / chemistry
  • Antineoplastic Agents / metabolism
  • Antineoplastic Agents / pharmacology
  • Artificial Intelligence
  • Carboxylic Acids / chemistry
  • Carboxylic Acids / metabolism
  • Carboxylic Acids / pharmacology
  • Computational Biology / methods*
  • Dihydroorotate Dehydrogenase
  • Drug Design*
  • Enzyme Inhibitors / chemistry*
  • Enzyme Inhibitors / metabolism
  • Enzyme Inhibitors / pharmacology*
  • Heterocyclic Compounds / chemistry*
  • Heterocyclic Compounds / metabolism
  • Heterocyclic Compounds / pharmacology*
  • Humans
  • Kinetics
  • Ligands
  • Models, Biological
  • Models, Molecular
  • Molecular Conformation
  • Oxidoreductases / antagonists & inhibitors*
  • Oxidoreductases / chemistry
  • Oxidoreductases / genetics
  • Oxidoreductases / metabolism
  • Oxidoreductases Acting on CH-CH Group Donors
  • Quantitative Structure-Activity Relationship
  • Recombinant Proteins / antagonists & inhibitors
  • Recombinant Proteins / chemistry
  • Recombinant Proteins / metabolism
  • Statistics as Topic
  • Stereoisomerism

Substances

  • Amides
  • Antimalarials
  • Antineoplastic Agents
  • Carboxylic Acids
  • Dihydroorotate Dehydrogenase
  • Enzyme Inhibitors
  • Heterocyclic Compounds
  • Ligands
  • Recombinant Proteins
  • Oxidoreductases
  • Oxidoreductases Acting on CH-CH Group Donors