By Liz Highleyman
Early virological response (EVR) -- an HCV viral load decline of at least 2 logs 12 weeks after starting pegylated interferon plus ribavirin -- is typically used as a "stopping rule" to predict which hepatitis C patients are likely to achieve sustained virological response (SVR) as measured 24 weeks after completing treatment. Individuals who have not demonstrated significant viral load decline by week 12 are unlikely to do so later, and are often advised to discontinue therapy at this time.
E. Lukasiewicz and colleagues with the international DITTO-HCV Study Group performed an analysis to assess whether treatment response before week 12 would also accurately predict sustained response, thereby sparing patients additional weeks of futile therapy.
The investigators used a technique called longitudinal discriminant analysis to build and validate mathematical models that included patient characteristics and HCV RNA measurements at 4, 8, or 12 weeks of treatment. They calculated a partial area under the curve (PA) index for each time point, comparing their accuracy of prediction in the range of high negative predictive values.
Results
- Failure to achieve sustained virological response was best predicted before week 12 by a single HCV viral load measurement at week 8, together with patient sex, age, and body mass index (PA index 0.857).
- The week 8 model was not inferior for predicting SVR compared with models that included a week 12 HCV RNA measurement (PA index 0.831).
- The best model using only viral load measurements up to week 4, however, was inferior to the week 8 model (PA index 0.796).
Investigator affiliations: The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat Gan, Israel; Faculty of Industrial Engineering and Management, Technion, Technion City, Haifa, Israel; Gertner Institute for Epidemiology, Sheba Medical Center, Tel Hashomer, Israel; Department of Virology, INSERM U635, Henri Mondor Hospital, University of Paris XII, Creteil, France; Department of Hepatology and Gastroenterology, University Hospital Rotterdam Dijkzigt, Rotterdam, Netherlands; Division of Infectious Diseases and Hepatology, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy; Universitätsklinikum des Saarlandes, Homburg, Saarland, Germany.
7/13/10
Reference
E Lukasiewicz, M Gorfine, LS Freedman, and others (DITTO-HCV Study Group). Prediction of nonSVR to therapy with pegylated interferon-alpha-2a and ribavirin in chronic hepatitis C genotype 1 patients after 4, 8 and 12 weeks of treatment. Journal of Viral Hepatitis 7(5): 345-351 (Abstract). May 2010.
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