Receiver operating characteristics curve analysis of factors predictive ofnonresponse to interferon therapy in patients with chronic hepatitis C

Citation
V. Olaso et al., Receiver operating characteristics curve analysis of factors predictive ofnonresponse to interferon therapy in patients with chronic hepatitis C, REV ESP E D, 92(8), 2000, pp. 502-507
Citations number
31
Categorie Soggetti
Gastroenerology and Hepatology
Journal title
REVISTA ESPANOLA DE ENFERMEDADES DIGESTIVAS
ISSN journal
11300108 → ACNP
Volume
92
Issue
8
Year of publication
2000
Pages
502 - 507
Database
ISI
SICI code
1130-0108(200008)92:8<502:ROCCAO>2.0.ZU;2-9
Abstract
Objectives: 1) to identify pretreatment variables predictive of nonresponse to interferon-alpha (IFN-alpha) in patients with chronic hepatitis C, and 2) to establish a prognostic index in these groups using receiver operating characteristics curve analysis. METHODS: 132 patients were treated with IFN-alpha at a dose of 3 megaunits three times a week for 3-12 months. The response was compared in patients w ith a complete response vs nonresponders, and patients with a sustained res ponse vs nonresponders plus relapsers. Factors predictive of response were identified by analyzing clinical, biochemical, virological and histological variables. RESULTS: the sustained response rate was 12.8% at 24 months of follow-up. T he pretreatment characteristics with a predictive value (PV) according to a rea under the ROC curve and 95% confidence interval >0.5 were age, known du ration of infection, history of transfusion. GGT, serum ferritin levels, vi ral load, genotype, and grade and stage of the histological lesion. The pos itive PV (the probability of predicting absence of response when the variab le is present) was notably greater than the negative PV (mean: 94.9% us 24. 8%, respectively). In addition, when 4 and 6 variables were present, the po sitive PV was 100% and sensitivity was 60.2% and 22.1%, respectively. The p redictive variables independently associated with an absence of response we re genotypes 1, 4 and 5, GGT > 24 IU/l and grade of the histological lesion > 6. CONCLUSIONS: it was possible to predict the absence of both primary and pos ttreatment response with an acceptable degree of reliability.