Flexible Bayesian methods for cancer phase I clinical trials. Dose escalation with overdose control

作者: Mourad Tighiouart , André Rogatko , James S. Babb

DOI: 10.1002/SIM.2106

关键词:

摘要: SUMMARY We examine a large class of prior distributions to model the dose–response relationship in cancer phase I clinical trials. parameterize dose–toxicity terms maximum tolerated dose (MTD) � and probability limiting toxicity (DLT) at initial 0. The MTD is estimated using EWOC (escalation with overdose control) method Babb et al. show through simulations that candidate joint for (� 0 ;� ) negative priori correlation structure results safer trial than

参考文章(11)
A. Racine, A. P. Grieve, H. Fluhler, A. F. M. Smith, Bayesian Methods in Practice: Experiences in the Pharmaceutical Industry Applied Statistics. ,vol. 35, pp. 93- 120 ,(1986) , 10.2307/2347264
Linda M. Haines, Inna Perevozskaya, William F. Rosenberger, Bayesian optimal designs for Phase I clinical trials. Biometrics. ,vol. 59, pp. 591- 600 ,(2003) , 10.1111/1541-0420.00069
William F. Rosenberger, Linda M. Haines, Competing designs for phase I clinical trials: a review. Statistics in Medicine. ,vol. 21, pp. 2757- 2770 ,(2002) , 10.1002/SIM.1229
James Babb, André Rogatko, Shelemyahu Zacks, Cancer phase I clinical trials: efficient dose escalation with overdose control Statistics in Medicine. ,vol. 17, pp. 1103- 1120 ,(1998) , 10.1002/(SICI)1097-0258(19980530)17:10<1103::AID-SIM793>3.0.CO;2-9
B. H. Eichhorn, S. Zacks, Sequential Search of an Optimal Dosage, I Journal of the American Statistical Association. ,vol. 68, pp. 594- 598 ,(1973) , 10.1080/01621459.1973.10481389
Nicholas Metropolis, Arianna W. Rosenbluth, Marshall N. Rosenbluth, Augusta H. Teller, Edward Teller, Equation of State Calculations by Fast Computing Machines The Journal of Chemical Physics. ,vol. 21, pp. 1087- 1092 ,(1953) , 10.1063/1.1699114
John O'Quigley, Margaret Pepe, Lloyd Fisher, Continual reassessment method: a practical design for phase 1 clinical trials in cancer. Biometrics. ,vol. 46, pp. 33- 48 ,(1990) , 10.2307/2531628
Constantine Gatsonis, Joel B. Greenhouse, Bayesian methods for phase I clinical trials Statistics in Medicine. ,vol. 11, pp. 1377- 1389 ,(1992) , 10.1002/SIM.4780111011
John Whitehead, Hazel Brunier, BAYESIAN DECISION PROCEDURES FOR DOSE DETERMINING EXPERIMENTS Statistics in Medicine. ,vol. 14, pp. 885- 893 ,(1995) , 10.1002/SIM.4780140904