Escalation with Overdose Control is More Efficient and Safer than Accelerated Titration for Dose Finding

The standard 3 + 3 or “modified Fibonacci” up-and-down (MF-UD) method of dose escalation is by far the most used design in dose-finding cancer trials. However, MF-UD has always shown inferior performance when compared with its competitors regarding number of patients treated at optimal doses. A cons...

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Main Authors: André Rogatko, Galen Cook-Wiens, Mourad Tighiouart, Steven Piantadosi
Format: Article
Language:English
Published: MDPI AG 2015-07-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/17/8/5288
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spelling doaj-decae53d612949bc8f82f61c199babc42020-11-24T21:51:55ZengMDPI AGEntropy1099-43002015-07-011785288530310.3390/e17085288e17085288Escalation with Overdose Control is More Efficient and Safer than Accelerated Titration for Dose FindingAndré Rogatko0Galen Cook-Wiens1Mourad Tighiouart2Steven Piantadosi3Biostatistics and Bioinformatics Research Center, Cedars-Sinai Medical Center, 8700 Beverly Blvd., PACT, Suite 900C, Los Angeles, CA 90048, USABiostatistics and Bioinformatics Research Center, Cedars-Sinai Medical Center, 8700 Beverly Blvd., PACT, Suite 900C, Los Angeles, CA 90048, USABiostatistics and Bioinformatics Research Center, Cedars-Sinai Medical Center, 8700 Beverly Blvd., PACT, Suite 900C, Los Angeles, CA 90048, USABiostatistics and Bioinformatics Research Center, Cedars-Sinai Medical Center, 8700 Beverly Blvd., PACT, Suite 900C, Los Angeles, CA 90048, USAThe standard 3 + 3 or “modified Fibonacci” up-and-down (MF-UD) method of dose escalation is by far the most used design in dose-finding cancer trials. However, MF-UD has always shown inferior performance when compared with its competitors regarding number of patients treated at optimal doses. A consequence of using less effective designs is that more patients are treated with doses outside the therapeutic window. In June 2012, the U S Food and Drug Administration (FDA) rejected the proposal to use Escalation with Overdose Control (EWOC), an established dose-finding method which has been extensively used in FDA-approved first in human trials and imposed a variation of the MF-UD, known as accelerated titration (AT) design. This event motivated us to perform an extensive simulation study comparing the operating characteristics of AT and EWOC. We show that the AT design has poor operating characteristics relative to three versions of EWOC under several practical scenarios. From the clinical investigator’s perspective, lower bias and mean square error make EWOC designs preferable than AT designs without compromising safety. From a patient’s perspective, uniformly higher proportion of patients receiving doses within an optimal range of the true MTD makes EWOC designs preferable than AT designs.http://www.mdpi.com/1099-4300/17/8/5288dose findingcancer early trialsphase I trialsescalation with overdose controlaccelerated titrationEWOC
collection DOAJ
language English
format Article
sources DOAJ
author André Rogatko
Galen Cook-Wiens
Mourad Tighiouart
Steven Piantadosi
spellingShingle André Rogatko
Galen Cook-Wiens
Mourad Tighiouart
Steven Piantadosi
Escalation with Overdose Control is More Efficient and Safer than Accelerated Titration for Dose Finding
Entropy
dose finding
cancer early trials
phase I trials
escalation with overdose control
accelerated titration
EWOC
author_facet André Rogatko
Galen Cook-Wiens
Mourad Tighiouart
Steven Piantadosi
author_sort André Rogatko
title Escalation with Overdose Control is More Efficient and Safer than Accelerated Titration for Dose Finding
title_short Escalation with Overdose Control is More Efficient and Safer than Accelerated Titration for Dose Finding
title_full Escalation with Overdose Control is More Efficient and Safer than Accelerated Titration for Dose Finding
title_fullStr Escalation with Overdose Control is More Efficient and Safer than Accelerated Titration for Dose Finding
title_full_unstemmed Escalation with Overdose Control is More Efficient and Safer than Accelerated Titration for Dose Finding
title_sort escalation with overdose control is more efficient and safer than accelerated titration for dose finding
publisher MDPI AG
series Entropy
issn 1099-4300
publishDate 2015-07-01
description The standard 3 + 3 or “modified Fibonacci” up-and-down (MF-UD) method of dose escalation is by far the most used design in dose-finding cancer trials. However, MF-UD has always shown inferior performance when compared with its competitors regarding number of patients treated at optimal doses. A consequence of using less effective designs is that more patients are treated with doses outside the therapeutic window. In June 2012, the U S Food and Drug Administration (FDA) rejected the proposal to use Escalation with Overdose Control (EWOC), an established dose-finding method which has been extensively used in FDA-approved first in human trials and imposed a variation of the MF-UD, known as accelerated titration (AT) design. This event motivated us to perform an extensive simulation study comparing the operating characteristics of AT and EWOC. We show that the AT design has poor operating characteristics relative to three versions of EWOC under several practical scenarios. From the clinical investigator’s perspective, lower bias and mean square error make EWOC designs preferable than AT designs without compromising safety. From a patient’s perspective, uniformly higher proportion of patients receiving doses within an optimal range of the true MTD makes EWOC designs preferable than AT designs.
topic dose finding
cancer early trials
phase I trials
escalation with overdose control
accelerated titration
EWOC
url http://www.mdpi.com/1099-4300/17/8/5288
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AT galencookwiens escalationwithoverdosecontrolismoreefficientandsaferthanacceleratedtitrationfordosefinding
AT mouradtighiouart escalationwithoverdosecontrolismoreefficientandsaferthanacceleratedtitrationfordosefinding
AT stevenpiantadosi escalationwithoverdosecontrolismoreefficientandsaferthanacceleratedtitrationfordosefinding
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