PET-CR as a potential surrogate endpoint in untreated DLBCL: meta-analysis and implications for clinical trial design.
Kristine BroglioLale KostakogluCarol WardFederico MattielloDenis SahinTina NielsenAnna McGlothlinCorrine F ElliottThomas E WitzigLaurie Helen SehnMarek TrněnýUmberto VitoloMaurizio MartelliMargaret J FosterBarbara A WendelbergerGrzegorz NowakowskiDonald A BerryPublished in: Leukemia & lymphoma (2022)
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.
Keyphrases
- clinical trial
- pet ct
- positron emission tomography
- computed tomography
- systematic review
- diffuse large b cell lymphoma
- pet imaging
- phase ii
- study protocol
- meta analyses
- stem cells
- open label
- combination therapy
- big data
- electronic health record
- free survival
- deep learning
- mesenchymal stem cells
- current status
- human health