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Microarray-based Identification of Individual HERV Loci Expression: Application to Biomarker Discovery in Prostate Cancer
Published on: November 2, 2013
Pragmatic clinical trials for localized prostate cancer: lessons learned and "three sins"
Mack Roach1,2
1Departments of Radiation Oncology and Urology, University of California, San Francisco, CA, United States.
Abstract:
In "Explanatory and Pragmatic Attitudes in Therapeutic Trials", Schwatrz and Lelouch describe two approaches to the design of trials, "… the first "explanatory", the second "pragmatic". They explained "… the biologist may be interested to know whether the drugs differ in their effects … the explanatory approach". Biologically endpoints might determine whether it was better to give androgen deprivation therapy (ADT) before or after external beam radiation (EBRT) (i.e., does the sequence of treatments matter). Alternatively, if the arms focus on a clinical endpoint, this is considered … "the pragmatic approach". An example of a clinically relevant endpoint is overall survival (OS). A real-world example of this are the two randomized controlled trials (RCTs) evaluating the role of prophylactic whole pelvic radiotherapy (WPRT) conducted by the Radiation Therapy Oncology Group (RTOG). RTOG 9413 evaluated possible interactions between the sequence of drugs and volume irradiated, while RTOG/NRG 0924 focuses on OS. There appears to be a common pattern of "what not to do", or "design errors" made by a number of investigators, that I call the "three sins". I posit that the prospects for a well-designed pragmatic RCT are likely to be high if these "three sins" are avoided/minimized. The "three sins" alluded to are: 1. You can't prove something doesn't work by treating people who don't need the treatment. 2. You can't prove something does not work if the treatment is not done properly. 3. You can't prove something does not work with an underpowered study.
Insights
This study identifies three common "sins" or design errors that undermine pragmatic randomized controlled trials (RCTs). Avoiding these pitfalls, such as improper patient selection or underpowered studies, is crucial for robust clinical trial design.
Area of Science:
- Clinical Trials Methodology
- Oncology Research
- Biostatistics
Background:
- Explanatory trials focus on biological effects, while pragmatic trials assess clinical outcomes like overall survival.
- Randomized controlled trials (RCTs) are essential for evaluating treatment efficacy.
- Previous trials have sometimes suffered from design flaws impacting results.
Purpose of the Study:
- To define and highlight common design errors, termed "three sins," that compromise pragmatic randomized controlled trials (RCTs).
- To provide guidance on avoiding these errors for improved trial design and reliable results.
Main Methods:
- The study reviews two approaches to trial design: explanatory and pragmatic.
- It identifies three specific design flaws or "sins" that hinder the validity of pragmatic RCTs.
- Examples from Radiation Therapy Oncology Group (RTOG) trials are used to illustrate concepts.
Main Results:
- The "three sins" identified are: 1. Testing ineffective treatments on non-indicated patients. 2. Inadequate treatment delivery. 3. Insufficient statistical power.
- These errors can lead to incorrect conclusions about treatment efficacy.
- Minimizing these sins enhances the likelihood of a well-designed pragmatic RCT.
Conclusions:
- Avoiding the "three sins" is critical for the successful design and interpretation of pragmatic RCTs.
- Proper trial design ensures that results accurately reflect real-world clinical effectiveness.
- Adherence to these principles will improve the quality and impact of oncology research.
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