To assess the impact of unadjusted confounding on the association between clonal hematopoiesis of indeterminate potential (CHIP) and heart failure risk after cancer treatment.
Approach:
Key Findings:
The original study reported a subdistribution hazard ratio (sHR) of 1.26 (95% CI, 1.02-1.56) for the association between CHIP and heart failure.
An E-value of 1.83 was calculated, indicating the strength of association needed for an unadjusted confounder to nullify the reported association.
The E-value of 1.83 was lower than the strength of associations for adjusted covariates like hypertension (approximately 3.15), suggesting potential for substantial bias from unadjusted confounding.
Interpretation:
The association between CHIP and heart failure following cancer therapy may be influenced by unadjusted confounding factors.
Limitations:
The original study did not adjust for several known confounders such as diabetes, HIV infection, obesity, chronic kidney disease, and cirrhosis.
No sensitivity analyses were conducted in the original study to assess bias from unadjusted confounders.
Conclusion:
The findings indicate that the reported association between CHIP and heart failure is limited by unadjusted confounding factors.