PET-CR as a potential surrogate endpoint in untreated DLBCL: meta-analysis and implications for clinical trial design

Leuk Lymphoma. 2022 Dec;63(12):2816-2831. doi: 10.1080/10428194.2022.2095624. Epub 2022 Jul 11.

Abstract

This study's focus is the association of end-of-therapy (EOT) PET results with progression-free (PFS) and overall survival (OS) in patients with diffuse large B-cell lymphoma receiving first-line chemoimmunotherapy. We develop a Bayesian hierarchical model for predicting PFS and OS from EOT PET-complete response (PET-CR) using a literature-based meta-analysis of 20 treatment arms and a substudy of 4 treatment arms in 3 clinical trials for which we have patient-level data. The PET-CR rate in our substudy was 72%. The modeled estimates for hazard ratio (PET-CR/non-PET-CR) were 0.13 for PFS (95% CI 0.10, 0.16) and 0.10 for OS (CI 0.07, 0.12). Hazard ratios varied little by patient subtype and were confirmed by the overall meta-analysis. We link these findings to designing future clinical trials and show how our model can be used in adapting the sample size of a trial to accumulating results regarding treatment benefits on PET-CR and a survival endpoint.

Keywords: Bayesian hierarchical model; clinical trial simulation; diffuse large B-cell lymphoma; end-of-treatment PET-complete response; meta-analysis; progression-free and overall survival.

Publication types

  • Meta-Analysis
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Bayes Theorem
  • Biomarkers / analysis
  • Clinical Trials as Topic
  • Disease-Free Survival
  • Humans
  • Lymphoma, Large B-Cell, Diffuse* / diagnostic imaging
  • Lymphoma, Large B-Cell, Diffuse* / drug therapy

Substances

  • Biomarkers