Population Survival Kinetics Derived from Clinical Trials of Potentially Curable Lung Cancers.
David J StewartKatherine ColeDominick BosseStephanie BruleDean FergussonTim RamsayPublished in: Current oncology (Toronto, Ont.) (2024)
Using digitized data from progression-free survival (PFS) and overall survival Kaplan-Meier curves, one can assess population survival kinetics through exponential decay nonlinear regression analyses. To demonstrate their utility, we analyzed PFS curves from published curative-intent trials of non-small cell lung cancer (NSCLC) adjuvant chemotherapy, adjuvant osimertinib in resected EGFR -mutant NSCLC (ADAURA trial), chemoradiotherapy for inoperable NSCLC, and limited small cell lung cancer (SCLC). These analyses permit assessment of log-linear curve shape and estimation of the proportion of patients cured, PFS half-lives for subpopulations destined to eventually relapse, and probability of eventual relapse in patients remaining progression-free at different time points. The proportion of patients potentially cured was 41% for adjuvant controls, 58% with adjuvant chemotherapy, 17% for ADAURA controls, not assessable with adjuvant osimertinib, 15% with chemoradiotherapy, and 12% for SCLC. Median PFS half-life for relapsing subpopulations was 11.9 months for adjuvant controls, 17.4 months with adjuvant chemotherapy, 24.4 months for ADAURA controls, not assessable with osimertinib, 9.3 months with chemoradiotherapy, and 10.7 months for SCLC. For those remaining relapse-free at 2 and 5 years, the cure probability was 74%/96% for adjuvant controls, 77%/93% with adjuvant chemotherapy, 51%/94% with chemoradiation, and 39%/87% with limited SCLC. Relatively easy population kinetic analyses add useful information.
Keyphrases
- small cell lung cancer
- free survival
- end stage renal disease
- clinical trial
- early stage
- rectal cancer
- ejection fraction
- advanced non small cell lung cancer
- prognostic factors
- chronic kidney disease
- newly diagnosed
- locally advanced
- epidermal growth factor receptor
- squamous cell carcinoma
- multiple sclerosis
- brain metastases
- radiation therapy
- rheumatoid arthritis
- systematic review
- randomized controlled trial
- patient reported outcomes
- deep learning
- lymph node
- phase ii
- double blind
- young adults
- electronic health record
- clinical evaluation