The Ratio of Creatinine to Body Weight as a Predictor of Mortality in Critically Ill Heart Failure Patients: Insights from a Retrospective Analysis of the MIMIC-IV Database

Category	Detail
Condition	Heart Failure (HF)
Key Mechanisms	Cardiac dysfunction leading to multi-organ dysfunction and increased mortality risk.
Target Population	Critically ill heart failure patients.
Care Setting	Intensive Care Units (ICUs)

Heart failure is a progressive disorder with a high global prevalence and significant mortality.
Creatinine-to-weight ratio (CWR) correlates with mortality risk in heart failure patients.
Critically ill heart failure patients experience markedly higher mortality compared to stable patients.
Obesity paradox observed in heart failure patients suggests overweight individuals may have better survival rates.
Urgent need for reliable prognostic tools for risk assessment in severe heart failure cases.

Utilize ICD-9 and ICD-10 codes for accurate identification of heart failure patients.

Implement risk stratification based on creatinine-to-weight ratio for critically ill heart failure patients.

Regularly assess renal function and body weight in heart failure patients to evaluate prognosis.

Monitor for multi-organ dysfunction and life-threatening arrhythmias in critically ill heart failure patients.

Patients diagnosed with heart failure admitted to ICUs.

Elevated creatinine levels indicate higher mortality risk; consider CWR in treatment planning.

Utilize CWR as a prognostic tool in critically ill heart failure patients.
Ensure comprehensive data collection on demographics and comorbidities for accurate risk assessment.
Monitor vital signs and laboratory parameters closely in the ICU setting.

Clinical Scorecard: The Ratio of Creatinine to Body Weight as a Predictor of Mortality in Critically Ill Heart Failure Patients: Insights from a Retrospective Analysis of the MIMIC-IV Database