• Title/Summary/Keyword: 연속재평가방법

Search Result 4, Processing Time 0.016 seconds

Continual Reassessment Method in Phase I Clinical Trials for Leukemia Patients (백혈병환자 대상의 제1상임상시험 연속재평가방법)

  • Lee, Joo-Hyoung;Song, Hae-Hiang
    • Communications for Statistical Applications and Methods
    • /
    • v.18 no.5
    • /
    • pp.581-594
    • /
    • 2011
  • The traditional method of 3+3 standard design and model-based Bayesian continual reassessment method (CRM) are commonly used in Phase I clinical trials to identify the maximal tolerated dose(MTD) of a new drug. In this paper we review clinical examples of Phase I trials that were carried out in patients with refractory or relapsed leukemia and myelodysplastic syndrome. The recently proposed 3+1+1 design and rolling-6 design can shorten the trial duration, when a very slow accrual of patients with a simple 3+3 standard design may result in the untimely termination of trials. Too conservative approaches in determining the dose levels in Phase I clinical trials can leave clinical investigators unable to accurately determine the MTD. When determining future patient doses, the designs that use a time-to-event CRM can cooperate late toxicities by accounting for the proportion of the observation period of each enrolled patient. With the CRM design, simulations under different scenarios during the trial are important in detecting the under- or over-estimation of the initial estimate of the dose-limiting toxicity rate for each dose level. We present the advantages and drawbacks of the designs used in Phase I clinical trials for leukemia patients.

Maximum tolerated dose estimation using continual reassessment method in Phase I Clinical Trial (연속재평가방법에 가속화 단계를 적용한 MTD 추정법)

  • Kwon, Dohee;Kim, Dongjae
    • The Korean Journal of Applied Statistics
    • /
    • v.32 no.5
    • /
    • pp.741-752
    • /
    • 2019
  • The purpose of a Phase I Clinical Trial is to determine the maximum tolerated dose (MTD). MTD is important because it affects subsequent clinical trials; however, the existing method has a problem due to an inadequate dose allocated to patients. In this paper, an MTD estimation method is proposed to complement the problems of the existing MTD estimation method. The suggested method applies the initial acceleration step to the modified continual reassessment method. Monte Carlo Simulation Study is adapted to compare a suggested MTD estimation method with the standard design and the modified continual reassessment method.

Precision and Safety Comparison for SM, CRM and ATD in Phase I Clinical Trials (제 1상 임상시험의 SM, CRM, ATD에서 결정된 MTD의 정확성과 안전성 비교)

  • Kim, Dong-Uk;Kil, Sun-Kyoung
    • Communications for Statistical Applications and Methods
    • /
    • v.16 no.1
    • /
    • pp.51-65
    • /
    • 2009
  • The purpose of a phase I clinical trial is to determine the maximum tolerated dose(MTD) of a new drug. This paper investigates the performance of standard method, continual reassessment method and accelerated titration designs in phase I clinical trials. Especially we study the precision and safety at the MTD of these methods. We utilize hyperbolic tangent function and power function to define dose-toxicity model. For each method, expected toxicity rate at MTD is computed and compared with target toxicity probability. We also suggest some modifications of these methods and show some improvements in performance.

Maximum Tolerated Dose Estimation by Stopping Rule and SM3 Design in a Phase I Clinical Trial (제 1상 임상시험에서 멈춤 규칙과 SM3 디자인을 이용한 최대허용용량 추정법)

  • Kim, Byoungchan;Kim, Dongjae
    • The Korean Journal of Applied Statistics
    • /
    • v.27 no.1
    • /
    • pp.13-20
    • /
    • 2014
  • Phase I Clinical Trials estimate a Maximum Tolerated Dose(MTD). In this paper, an MTD estimation method applied stopping rule is proposed for Phase I Clinical Trials. The suggested MTD estimation method is compared to the Continual Reassessment Method(CRM) method using a Monte Carlo simulation study.