Picking the winners in a sea of plenty

Howard I Scher1, Glenn Heller

  • 1Genitourinary Oncology Service, Division of Solid Tumor Oncology, Department of Medicine, Memorial Sloan-Kettering Cancer Center, 1275 York Avenue, New York, NY 10021, USA.

Abstract

Insights

This study introduces a new Phase II/III clinical trial design to improve experimental therapy selection for Phase III trials. It ensures the chosen treatment is the best available, reducing late-stage failures in cancer research.

Area of Science:

  • Clinical trial design
  • Biostatistics
  • Oncology

Background:

  • Phase II trial designs often lead to Phase III failures due to patient population differences and surrogate endpoint inaccuracies.
  • Selecting the optimal experimental therapy for Phase III trials remains a challenge.

Purpose of the Study:

  • To present an integrated Phase II/III clinical trial design for evaluating multiple experimental treatments.
  • To ensure the selected experimental therapy is the best available by using the same endpoints and patient populations across phases.

Main Methods:

  • Utilized a randomized Phase II/III design allowing simultaneous testing of multiple treatments.
  • Employed a survival-based endpoint and a concurrent control group in both Phase II and III.
  • Determined progression from Phase II to III based on the same clinical endpoint.

Main Results:

  • Demonstrated an integrative design for evaluating 2-4 experimental treatments with a survival endpoint.
  • Phase II sample sizes are comparable to conventional single-arm Phase II trials.
  • The design incorporates a concurrent control in both trial phases.

Conclusions:

  • The proposed design is valuable when multiple promising regimens exist without adequate short-term surrogate endpoints.
  • Useful for evaluating cytostatic agents or therapies affecting prostate-specific antigen with uncertain survival impact.
  • Enhances the selection of effective treatments for advanced prostate cancer and other settings.

Related Concept Videos

Optimal Foraging00:48

Optimal Foraging

How animals obtain and eat their food is called foraging behavior. Foraging can include searching for plants and hunting for prey and depends on the species and environment.
Types of Selection01:46

Types of Selection

Natural selection influences the frequencies of particular alleles and phenotypes within populations in several different ways. Primarily, natural selection can be directional, stabilizing, or disruptive. Directional selection favors one extreme trait and shifts the population towards that phenotype while selecting against individuals displaying alternate traits. Stabilizing selection favors an intermediate trait with a narrow range of variation. Deviation from the optimal phenotype towards an...
Competition02:34

Competition

When organisms require the same limited resources within an environment, they may have to compete for them. Competition is a net-negative interaction. Even if two competing individuals or populations do not interact directly, the overall fitness of both competitors is lowered as a result of not having full access to the limited resource.Intraspecific competition, which occurs between individuals of the same species, serves as a natural mechanism for regulating population size. Too much...
Reason and Intuition01:37

Reason and Intuition

The human brain processes information for decision-making using one of two routes: an intuitive system and a rational system (Epstein, 1994; popularized by Kahneman, 2011 as System 1 and System 2, respectively). The intuitive system is quick, impulsive, and operates with minimal effort, relying on emotions or habits to provide cues for what to do next, while the rational system is logical, analytical, deliberate, and methodical. Research in neuropsychology suggests that the brain can only use...
Robbers Cave04:49

Robbers Cave

During the 1950s, the landmark Robbers Cave experiment demonstrated that when groups must compete with one another, intergroup conflict, hostility, and even violence may result. At the Oklahoman summer camp, two troops of boys—termed the Rattlers and the Eagles—took part in a week-long tournament. During this time, their negativity culminated in derogatory name-calling, fistfights, and even vandalism and destruction of property. However, this work also revealed that such tension could be...
Random Sampling Method01:09

Random Sampling Method

Sampling is a technique to select a portion (or subset) of the larger population and study that portion (the sample) to gain information about the population. Data are the result of sampling from a population. The sampling method ensures that samples are drawn without bias and accurately represent the population. Because measuring the entire population in a study is not practical, researchers use samples to represent the population of interest. Among the various sampling methods used by...