Wilfred D Stein1, James Yang, Susan E Bates, Tito Fojo. 1. Medical Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, Bethesda, Maryland 20892, USA.
Abstract
BACKGROUND: To hasten cancer drug development, new paradigms are needed to assess therapeutic efficacy. In a randomized phase II study in patients with renal cell carcinoma, 10 microg/kgbevacizumab (Avastin; Genentech, Inc., South San Francisco, CA) administered every 2 weeks resulted in a longer time to progression but a statistically significant difference in overall survival could not be demonstrated. METHODS: We developed a novel two-phase equation to estimate concomitant rates of tumor regression (regression rate constant) and tumor growth (growth rate constant). This method allows us to assess therapeutic efficacy using tumor measurements gathered while a patient receives therapy in a clinical trial. RESULTS: The growth rate constants of renal cell carcinomas were significantly lower during therapy with 10 microg/kg bevacizumab than those of tumors in patients receiving placebo. In all cohorts the tumor growth rate constants were correlated with survival. That a survival advantage was not demonstrated with bevacizumab appears to have been a result of early discontinuation of bevacizumab. CONCLUSIONS:Single-agent bevacizumab significantly affects the growth rate constants of renal cell carcinoma. Extrapolating from the growth rate constants, we conclude that the failure to demonstrate a survival advantage in the original study was a result of premature discontinuation of bevacizumab. The mathematical model described herein has applications to many tumor types and should aid in evaluating the relative efficacies of different therapies. Quantitating tumor growth rate constants using data gathered while patients are enrolled in a clinical trial, as in the present study, may streamline and assist in drug development.
RCT Entities:
BACKGROUND: To hasten cancer drug development, new paradigms are needed to assess therapeutic efficacy. In a randomized phase II study in patients with renal cell carcinoma, 10 microg/kg bevacizumab (Avastin; Genentech, Inc., South San Francisco, CA) administered every 2 weeks resulted in a longer time to progression but a statistically significant difference in overall survival could not be demonstrated. METHODS: We developed a novel two-phase equation to estimate concomitant rates of tumor regression (regression rate constant) and tumor growth (growth rate constant). This method allows us to assess therapeutic efficacy using tumor measurements gathered while a patient receives therapy in a clinical trial. RESULTS: The growth rate constants of renal cell carcinomas were significantly lower during therapy with 10 microg/kg bevacizumab than those of tumors in patients receiving placebo. In all cohorts the tumor growth rate constants were correlated with survival. That a survival advantage was not demonstrated with bevacizumab appears to have been a result of early discontinuation of bevacizumab. CONCLUSIONS: Single-agent bevacizumab significantly affects the growth rate constants of renal cell carcinoma. Extrapolating from the growth rate constants, we conclude that the failure to demonstrate a survival advantage in the original study was a result of premature discontinuation of bevacizumab. The mathematical model described herein has applications to many tumor types and should aid in evaluating the relative efficacies of different therapies. Quantitating tumor growth rate constants using data gathered while patients are enrolled in a clinical trial, as in the present study, may streamline and assist in drug development.
Authors: Bernard Escudier; Tim Eisen; Walter M Stadler; Cezary Szczylik; Stéphane Oudard; Michael Siebels; Sylvie Negrier; Christine Chevreau; Ewa Solska; Apurva A Desai; Frédéric Rolland; Tomasz Demkow; Thomas E Hutson; Martin Gore; Scott Freeman; Brian Schwartz; Minghua Shan; Ronit Simantov; Ronald M Bukowski Journal: N Engl J Med Date: 2007-01-11 Impact factor: 91.245
Authors: Robert J Motzer; Thomas E Hutson; Piotr Tomczak; M Dror Michaelson; Ronald M Bukowski; Olivier Rixe; Stéphane Oudard; Sylvie Negrier; Cezary Szczylik; Sindy T Kim; Isan Chen; Paul W Bycott; Charles M Baum; Robert A Figlin Journal: N Engl J Med Date: 2007-01-11 Impact factor: 91.245
Authors: Ping Zhou; Ming-Hui Chen; David McLeod; Peter R Carroll; Judd W Moul; Anthony V D'Amico Journal: J Clin Oncol Date: 2005-10-01 Impact factor: 44.544
Authors: James C Yang; Leah Haworth; Richard M Sherry; Patrick Hwu; Douglas J Schwartzentruber; Suzanne L Topalian; Seth M Steinberg; Helen X Chen; Steven A Rosenberg Journal: N Engl J Med Date: 2003-07-31 Impact factor: 91.245
Authors: Wilfred D Stein; William Doug Figg; William Dahut; Aryeh D Stein; Moshe B Hoshen; Doug Price; Susan E Bates; Tito Fojo Journal: Oncologist Date: 2008-10-06
Authors: Gary Hudes; Michael Carducci; Piotr Tomczak; Janice Dutcher; Robert Figlin; Anil Kapoor; Elzbieta Staroslawska; Jeffrey Sosman; David McDermott; István Bodrogi; Zoran Kovacevic; Vladimir Lesovoy; Ingo G H Schmidt-Wolf; Olga Barbarash; Erhan Gokmen; Timothy O'Toole; Stephanie Lustgarten; Laurence Moore; Robert J Motzer Journal: N Engl J Med Date: 2007-05-31 Impact factor: 91.245
Authors: Wilfred D Stein; Hui Huang; Michael Menefee; Maureen Edgerly; Herb Kotz; Andrew Dwyer; James Yang; Susan E Bates Journal: Cancer J Date: 2009 Sep-Oct Impact factor: 3.360
Authors: Wilfred D Stein; Julia Wilkerson; Sindy T Kim; Xin Huang; Robert J Motzer; Antonio Tito Fojo; Susan E Bates Journal: Clin Cancer Res Date: 2012-02-17 Impact factor: 12.531
Authors: Krastan B Blagoev; Julia Wilkerson; Wilfred D Stein; James Yang; Susan E Bates; Tito Fojo Journal: Cancer Res Date: 2014-09-01 Impact factor: 12.701
Authors: O Arnaud; A Boumendjel; A Gèze; M Honorat; E L Matera; J Guitton; W D Stein; S E Bates; P Falson; C Dumontet; A Di Pietro; L Payen Journal: Eur J Cancer Date: 2011-01-07 Impact factor: 9.162
Authors: Wilfred D Stein; William Doug Figg; William Dahut; Aryeh D Stein; Moshe B Hoshen; Doug Price; Susan E Bates; Tito Fojo Journal: Oncologist Date: 2008-10-06