Given the complex interplay between heart failure, systemic inflammation, and renal dysfunction, integrating serum albumin and creatinine into sACR may offer a more comprehensive assessment of the pathophysiological alterations in heart failure, thus enhancing prognostic accuracy. This evidence concerns the gene ALB and heart failure.