title: Quantitative structure--plasma protein binding relationships of acidic drugs.
abstract: One of the most important factors, affecting significantly the overall pharmacokinetic and pharmacodynamic profile of a drug, is its binding to plasma protein (PPB). In the present study, we focus on a set of 132 diverse acidic drugs binding to plasma proteins to different extent and develop quantitative structure-plasma protein binding relationships (QSPPBR) to predict their unbound fraction in plasma (f(u)) using 178 molecular descriptors. QSPPBR models were derived after variable selection by genetic algorithm followed by stepwise regression and tested by cross- and external validation. The final model has r(2) value of 0.771, q(2) value of 0.737, and four outliers. It predicts 57% of the f(u) values with less than twofold error. According to the molecular descriptors selected as the most predictive for PPB, the lipophilicity of the drugs, the presence of aromatic rings, cyano groups, and H-bond donor-acceptor pairs increase the PPB, whereas the presence of tertiary carbon atoms, four-member rings, and iodine atoms decrease PPB. These descriptors were summarized into a short seven-item checklist of criteria responsible for PPB. The checklist could be used as a guide for evaluation of PPB of acidic drug candidates, similarly to the Lipinski's rule of five used for evaluation of oral permeability of drugs.
authors.affiliation: Faculty of Pharmacy, Medical University of Sofia, Sofia 1000, Bulgaria. zzhivkova@pharmfac.acad.bg
authors.forename: Zvetanka
authors.initials: Z
authors.lastname: Zhivkova
authors.forename: Irini
authors.initials: I
authors.lastname: Doytchinova
mesh_terms: D000143:Acids / Q000737:chemistry; D000465:Algorithms; D001798:Blood Proteins / Q000378:metabolism*; D062313:Databases, Pharmaceutical; D006801:Humans; D008954:Models, Biological; D004364:Pharmaceutical Preparations / Q000097:blood / Q000737:chemistry / Q000378:metabolism*; D011485:Protein Binding; D021281:Quantitative Structure-Activity Relationship
chemical_list: D000143:Acids; D001798:Blood Proteins; D004364:Pharmaceutical Preparations