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Evaluating the Effectiveness of Cancer Drug Sensitization In Vitro and In Vivo
Published on: February 6, 2015
Target trial emulation studies in oncology: a comprehensive analysis
Chenfeng Tan1, Zelei Dai1, Renjie Zhao2
1Division of Head & Neck Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041, China.
Background:
Target trial emulation (TTE) has emerged as an important framework for generating comparative effectiveness real-world evidence. However, the methodological characteristics and clinical utility of this framework within oncology remained insufficiently analyzed. This study systematically evaluated the characteristics of oncological emulation studies.
Materials And Methods:
We systematically searched PubMed, Embase, and Web of Science Core Collection databases from inception to December 22, 2023, to identify oncology-focused TTE studies. Study characteristics, TTE components, and consistency with corresponding randomized controlled trials (RCTs) were analyzed. Categorical variables were summarized as frequencies and percentages and compared using Chi-square tests in SPSS (version 27.0), with p-values < 0.05 considered statistically significant.
Results:
A total of 54 TTEs were included. Most were conducted in the United States (22, 40.7%), and publications peaked in 2023 (17, 31.5%). Colorectal cancer (13, 24.1%) was the most frequently investigated cancer type. Studies predominantly used data from national databases (18, 33.3%). While all studies prospectively specified the target trial protocol and emulation procedures, only 1 (1.9%) study was prospectively registered, and most emulation studies (48, 88.9%) did not reference a reporting guideline. Among the 10 RCT-TTE pairs available for comparisons, 6 (60.0%) pairs achieved agreement in both statistical significance and effect estimates.
Conclusion:
This study provides a comprehensive analysis of TTE studies in oncology, highlighting their value for generating higher-quality real-world evidence. Future efforts should prioritize prospective protocol registration and standardize reporting to enhance the credibility and reproducibility of emulation studies.
Insights
Target trial emulation (TTE) in oncology generates valuable real-world evidence. However, most studies lack prospective registration and standardized reporting, impacting credibility. Improving these areas is crucial for future research.
Area of Science:
- Real-world evidence generation
- Comparative effectiveness research
- Oncology research methodology
Background:
- Target trial emulation (TTE) is key for real-world comparative effectiveness evidence.
- Analysis of TTE's methodological characteristics and clinical utility in oncology is limited.
- This study systematically evaluates oncological emulation studies.
Purpose of the Study:
- To systematically evaluate the methodological characteristics of TTE studies in oncology.
- To assess the clinical utility and consistency of TTE with RCTs in oncology.
- To identify areas for improvement in TTE methodology within oncology.
Main Methods:
- Systematic literature search of PubMed, Embase, and Web of Science (up to Dec 22, 2023).
- Analysis of study characteristics, TTE components, and consistency with corresponding randomized controlled trials (RCTs).
- Statistical analysis using Chi-square tests in SPSS v27.0; p<0.05 considered significant.
Main Results:
- 54 TTE studies were included, predominantly from the US (40.7%) and focusing on colorectal cancer (24.1%).
- Most studies used national databases (33.3%) and prospectively defined protocols, but only 1.9% were prospectively registered.
- Among 10 RCT-TTE pairs, 60% showed agreement in statistical significance and effect estimates.
Conclusions:
- TTE studies in oncology offer significant value for high-quality real-world evidence.
- Enhancing credibility and reproducibility requires prioritizing prospective protocol registration.
- Standardizing reporting guidelines is essential for future TTE research in oncology.
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