Early-phase trial efficacy and safety effect estimates regress upon testing in phase 3 trials

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Authors: Angela Nelson, Hannah Moyer, Karine Vigneault, Luciano Fernandez, Lily Sefranek, Audrey Mauguen, Jonathan Kimmelman
Cited by: 2
References: 31

Abstract

BACKGROUND AND OBJECTIVES: Many drug development and care decisions rest on phase Ib or II trial evidence, which may overestimate efficacy due to regression to the mean or bias. The objective of the study was to assess concordance between efficacy and safety estimates from phase Ib/II (P1b/2) and subsequent phase III (P3) solid tumor therapy trials. STUDY DESIGN AND SETTING: We identified P3 solid tumor trials completed 2014-2020, and then matched each to supporting phase P1b/2 trial(s) testing the same drug-indication pairing. Correlation was assessed for objective response rate (ORR), median overall survival (mOS), and serious adverse events (SAEs). We also assessed whether P3 effect sizes fell within 95% CIs of P1b/2 results and whether trial design features influenced regression. RESULTS: = 0.704). P3 estimates were at least twice as likely to fall below P1b/2 estimates than above (ORR: 21% vs 10%; mOS: 25% vs 6%; SAE: 22% vs 4%). CONCLUSION: Efficacy and toxicity estimates from P1b/2 trials of solid tumor drugs often regress in P3. The variability between early and confirmatory trials underscores the need for caution when interpreting early-phase estimates for clinical decisions. PLAIN LANGUAGE SUMMARY: Phase Ib and II clinical trials play an important role in the cancer drug development. They are often used to decide whether a treatment should move forward to larger P3 trials and, in some cases, to support regulatory approval or clinical recommendations. However, results from early-phase trials may overestimate a drug's effects. We wanted to know how closely early trial results match what is later seen in P3 trials. We compared early and later trials that tested the same drug for the same type of solid tumor, looking at how often patients' tumors shrink, how long they live, and how often severe adverse events occur. We found that results from early and later trials were related, but early trials usually had better efficacy results. On average, early trials overstated tumor response rates by about one-fifth. However, SAEs were often less common than early trials suggested. This matters because early-phase trial results are widely used to guide drug approvals, clinical guidelines, and health care spending. In cancer care, treatments are sometimes adopted based mainly on early results, and many early trials are never followed by definitive P3 studies. Our findings suggest that early cancer trials are useful for spotting promising treatments, but they are not a reliable guide to how well those treatments will work in routine care. Careful P3 trials remain essential for making decisions about cancer treatment.

Fields of Study & Subjects

Statistical Methods in Clinical Trials Meta-analysis and systematic reviews Advanced Causal Inference Techniques

Publication details

Journal / source
Journal of Clinical Epidemiology
Publisher
Elsevier BV
Volume
192
Pages
112149–112149
Publication date
20 January 2026
Language
EN