title: Clinical trials with velnacrine: (PROPP) the physician reference of predicted probabilities--a statistical model for the estimation of hepatotoxicity risk with velnacrine maleate.
abstract: Safety observations during the clinical development of Mentane (velnacrine maleate) have included the occurrence of generally asymptomatic liver enzyme elevations confined to patients with Alzheimer's disease (AD). The clinical presentation of this reversible hepatocellular injury is analogous to that reported for tetrahydroaminoacridine (THA). Direct liver injury, possibly associated with the production of a toxic metabolite, would be consistent with reports of aberrant xenobiotic metabolism in Alzheimer's disease patients. Since a patient related aberration in drug metabolism was suspected, a biostatistical strategy was developed with the objective of predicting hepatotoxicity in individual patients prior to exposure to velnacrine maleate. The method used logistic regression techniques with variable selection restricted to those items which could be routinely and inexpensively accessed at screen evaluation for potential candidates for treatment. The model was to be predictive (a marker for eventual hepatotoxicity) rather than a causative model, and techniques employed "goodness of fit", percentage correct, and positive and negative predictive values. On the basis of demographic and baseline laboratory data from 942 patients, the PROPP statistic was developed (the Physician Reference Of Predicted Probabilities). Main effect variables included age, gender, and nine hematological and serum chemistry variables. The sensitivity of the current model is approximately 49%, specificity approximately 88%. Using prior probability estimates, however, in which the patient's likelihood of liver toxicity is presumed to be at least 30%, the positive predictive value ranged between 64-77%. Although the clinical utility of this statistic will require refinements and additional prospective confirmation, its potential existence speaks to the possibility of markers for idiosyncratic drug metabolism in patients with Alzheimer's disease.
authors.affiliation: Neuroscience-Strategic Business Unit, Hoechst-Roussel Pharmaceuticals Inc., Somerville, New Jersey 08876-1258.
authors.forename: S
authors.initials: S
authors.lastname: Hardiman
authors.forename: K
authors.initials: K
authors.lastname: Miller
authors.forename: M
authors.initials: M
authors.lastname: Murphy
mesh_terms: D000367:Age Factors; D000368:Aged; D000544:Alzheimer Disease / Q000188:drug therapy* / Q000201:enzymology / Q000378:metabolism; D056486:Chemical and Drug Induced Liver Injury; D002800:Cholinesterase Inhibitors / Q000009:adverse effects* / Q000627:therapeutic use; D004789:Enzyme Activation / Q000187:drug effects; D005260:Female; D006801:Humans; D008099:Liver / Q000187:drug effects / Q000201:enzymology; D008107:Liver Diseases / Q000453:epidemiology; D008297:Male; D015233:Models, Statistical; D011336:Probability; D012737:Sex Factors; D013619:Tacrine / Q000009:adverse effects* / Q000031:analogs & derivatives* / Q000627:therapeutic use
chemical_list: D002800:Cholinesterase Inhibitors; D013619:Tacrine; C056424:velnacrine