Serum albumin changes and multivariate dynamic risk modelling in chronic heart failure
pmid: 25129278
Serum albumin changes and multivariate dynamic risk modelling in chronic heart failure
We examined the prognostic utility of rate of change in serum albumin over time in chronic heart failure (CHF), as well as the utility of multivariate dynamic risk modelling.The survival implication of ∆albumin was analysed in 232 systolic CHF patients and validated in 212 patients. A multivariate dynamic risk score predicated on the rate of change in 6 simple indices including albumin was calculated and related to mortality. In derivation patients, 50 (22%) deaths occurred over 13 months. Greater rates of decline in albumin related to higher mortality (HR 0.55, 95% CI 0.41-0.73, P0.4 g/dL/month optimally forecasted death and was associated with a 5-fold escalated risk of mortality (HR 5.13, 95% CI 2.92-9.00, P<0.0001). Similar results were seen in the validation cohort. On multivariate dynamic risk modelling, survival at 1-year worsened with higher scores-a score ≥ 3 was associated with a 12-fold greater risk of death than a score of 0, a 6-fold higher risk of death than a score of 1, and a 4-fold enhanced risk of mortality than a score of 2.Attenuations in serum albumin over time relate to increased mortality in CHF, and a risk model predicated on the rate of change in 6 simple indices can identify patients at a 12-fold enhanced risk of death over the coming year.
- National Institute for Health Research United Kingdom
- University College London United Kingdom
- University College Hospital at Westmoreland Street United Kingdom
- University College Hospital United Kingdom
- UCL Biomedical Research Centre United Kingdom
Aged, 80 and over, Heart Failure, Male, Middle Aged, Cohort Studies, Survival Rate, Risk Factors, Chronic Disease, Multivariate Analysis, Humans, Female, Biomarkers, Serum Albumin, Aged, Follow-Up Studies, Retrospective Studies
Aged, 80 and over, Heart Failure, Male, Middle Aged, Cohort Studies, Survival Rate, Risk Factors, Chronic Disease, Multivariate Analysis, Humans, Female, Biomarkers, Serum Albumin, Aged, Follow-Up Studies, Retrospective Studies
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