Seamless Phase I/II Adaptive Design for Oncology Trials of Molecularly Targeted Agents

Nolan A Wages1, Christopher Tait

  • 1a Division of Translational Research & Applied Statistics, Department of Public Health Sciences , University of Virginia , Charlottesville , Virginia , USA.

Insights

New dose-finding methods are needed for targeted cancer agents. This study proposes a novel early-phase trial design that considers both efficacy and toxicity, moving beyond traditional maximum tolerated dose approaches.

Area of Science:

  • Oncology
  • Clinical Trial Design
  • Pharmacology

Background:

  • Traditional dose-finding trials for chemotherapy focus solely on toxicity to determine the maximum tolerated dose (MTD).
  • This MTD assumption, that the highest safe dose is most effective, is often invalid for molecularly targeted agents.
  • Targeted agents may exhibit minimal toxicity across doses and dose-response relationships for efficacy can be non-linear.

Purpose of the Study:

  • To propose a novel dose-finding methodology for early-phase clinical trials of molecularly targeted agents.
  • To address the limitations of traditional MTD-based designs in the context of targeted therapies.
  • To provide a flexible and effective approach for identifying optimal doses for novel targeted drugs.

Main Methods:

  • Development of a new statistical model for early-phase dose-finding studies.
  • Simulation-based evaluation of the proposed design's operating characteristics.
  • Comparison with traditional dose-finding methods under various scenarios relevant to targeted agents.

Main Results:

  • The proposed method demonstrates favorable operating characteristics in simulations.
  • The design effectively navigates scenarios with low toxicity and non-linear dose-efficacy relationships.
  • Simulation results illustrate the practical application and performance of the novel approach.

Conclusions:

  • The proposed dose-finding method offers a viable alternative to traditional approaches for targeted agents.
  • This new design enhances the ability to identify doses with optimal efficacy and acceptable toxicity.
  • Further investigation and application in clinical settings are warranted to validate the proposed methodology.

Related Concept Videos

Clinical Trials: Overview01:11

Clinical Trials: Overview

Clinical development focuses on how the drug will interact with the human body and encompasses four key phases of clinical trials, each serving a specific purpose in assessing the safety and effectiveness of new drugs. These phases overlap and build upon one another. Phase I involves a small group of healthy volunteers (typically 20-80 individuals) or, in cases where significant toxicity is expected, patients with the targeted disease, such as cancer or AIDS. The volunteers are tested for...
4.7K
Clinical Trials01:16

Clinical Trials

Clinical trials are prospective experimental studies conducted on humans to determine the safety and efficacy of treatments, drugs, diet methods, and medical devices. Using statistics in clinical trials enables researchers to derive reasonable and accurate conclusions from the collected data, allowing them to make wise decisions in uncertain situations. In medical research, statistical methods are crucial for preventing errors and bias.
There are four phases in a clinical trial. A phase one...
8.5K
Drug Administration and Therapy Phases: Overview01:26

Drug Administration and Therapy Phases: Overview

Drugs, the chemical agents used in diagnosing, treating, or preventing diseases, undergo a four-phase process of development: pharmaceutic, pharmacokinetics, pharmacodynamics, and therapeutic.
The pharmaceutical phase focuses on leveraging the physicochemical properties of the drug to design and manufacture an effective product. Variants include orally administered tablets or capsules, topical creams or ointments, and parenteral-delivery solutions or emulsions.
The pharmacokinetic phase...
1.9K
Combination Therapies and Personalized Medicine02:50

Combination Therapies and Personalized Medicine

Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
4.9K
Adaptive Mechanisms in Cancer Cells02:53

Adaptive Mechanisms in Cancer Cells

Cancer cells accumulate genetic changes at an abnormally rapid rate due to the defects in the DNA repair mechanisms. From an evolutionary perspective, such genetic instability is advantageous for cancer development. Mutant cell lines accumulate a series of beneficial mutations that contribute to their progression into cancer.
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
5.7K
Targeted Cancer Therapies02:57

Targeted Cancer Therapies

The targeted cancer therapies, also known as “molecular targeted therapies,” take advantage of the molecular and genetic differences between the cancer cells and the normal cells. It needs a thorough understanding of the cancer cells to develop drugs that can target specific molecular aspects that drive the growth, progression, and spread of cancer cells without affecting the growth and survival of other normal cells in the body.
There are several types of targeted therapies against...
7.0K