Baseline cardiovascular vulnerability stratifies heart failure hospitalization risk during osimertinib therapy, and a seven-predictor nomogram (not externally validated) may serve as a screening aid to identify patients who may benefit from intensified cardiovascular monitoring.
Key Findings
Results
Heart failure hospitalization (HFH) was uncommon but occurred in a measurable minority of patients newly initiating osimertinib.
The retrospective cohort drew on a Japanese claims database and included 5802 patients newly initiating osimertinib.
HFH occurred in 169 patients (2.9%) during a median on-treatment follow-up of 9.3 months.
There were 268 competing deaths during follow-up, which is more than the number of HFH events.
Results
LASSO logistic regression retained seven baseline predictors for HFH risk during osimertinib therapy.
Predictors were assessed before the index date and selected by 10-fold cross-validated LASSO logistic regression.
Internal validation used bootstrapping (B = 500), repeating predictor selection in each resample.
The paper concludes that baseline cardiovascular vulnerability stratifies risk.
Results
The model showed moderate discrimination, with little loss after correcting for optimism.
The apparent C-index was 0.731 (95% confidence interval, 0.691-0.771).
The optimism-corrected C-index was 0.718.
Optimism was estimated by bootstrap resampling (B = 500) with predictor selection repeated in each resample.
Results
Observed HFH incidence rose steeply across deciles of predicted risk.
Observed incidence increased 10.2-fold across predicted-risk deciles.
Observed incidence ranged from 1.03% to 10.50% across deciles.
Results
Competing-risk and cause-specific analyses gave results consistent with the logistic model.
Cumulative incidence functions and Fine-Gray models treated death as a competing event.
Cause-specific Cox models served as sensitivity analyses.
Fine-Gray and Cox estimates closely matched the logistic model.
Conclusions
The resulting nomogram is intended as a screening aid, not a validated clinical tool, because it lacks external validation.
The authors state the nomogram has not been externally validated.
They propose using it to identify patients who may benefit from intensified cardiovascular monitoring.
The authors note that no practical tool previously existed to stratify HFH risk during osimertinib therapy.
What This Means
Osimertinib is a standard drug for a type of lung cancer driven by EGFR gene mutations. It can be linked to heart problems, including heart failure that requires hospital admission. This study used a large Japanese insurance claims database to look at 5802 people who had just started osimertinib. About 3 in 100 (169 patients, 2.9%) were hospitalized for heart failure over a median of about 9 months on treatment. More patients died during that time (268) than were hospitalized for heart failure.
The researchers used a statistical method to pick out seven pre-treatment factors that best predicted who would be hospitalized, and they combined these into a risk chart (a nomogram). The tool distinguished higher-risk from lower-risk patients reasonably well (a concordance index of about 0.72 after correcting for over-optimism). Patients in the highest predicted-risk group had roughly 10 times the observed rate of heart failure hospitalization (10.5%) compared with those in the lowest group (1.03%). Alternative analyses that accounted for death as a competing event gave closely similar results.
This research suggests that patients' existing cardiovascular vulnerability before starting osimertinib helps identify who is at higher risk of heart failure hospitalization. The tool has not been tested in an independent group of patients, so it is not yet proven to work elsewhere. The authors suggest it is best used as a screening aid to flag patients who might benefit from closer heart monitoring, not as a stand-alone decision tool.
Sugimoto T, Noguchi Y, Masuda R, Tani S, Harada T, Toyama Y, et al.. (2026). Risk Stratification and Factors Associated with Heart Failure Hospitalization During Osimertinib Therapy.. Current oncology (Toronto, Ont.). https://doi.org/10.3390/curroncol33100586