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Full loss of residual renal function causes higher mortality in dialysis patients; findings from a marginal structural model.
Wal, W.M. van der, Noordzij, M., Dekker, F.W., Boeschoten, E.W., Krediet, R.T., Korevaar, J.C., Geskus, R.B., NETHERLANDS COOPERATIVE STUDY ON THE ADEQUACY OF DIALYSIS STUDY GROUP. Full loss of residual renal function causes higher mortality in dialysis patients; findings from a marginal structural model. Nephrology Dialysis Transplantation: 2011, 26(9), p. 2978-2983.
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BACKGROUND: Declining residual renal function, as indicated by the glomerular filtration rate (GFR), is associated with an increased mortality risk in patients with end-stage renal disease (ESRD) on dialysis. METHODS: We monitored GFR and mortality in 1800 haemodialysis (HD) and peritoneal dialysis (PD) patients in 1996-2006. We used a marginal structural model to estimate the causal effects both of GFR when it was not completely lost and of the subsequent full loss of GFR on mortality, avoiding the drawbacks of standard regression models that include covariates to adjust for confounding. Instead, effect estimates were adjusted for possible baseline and time-varying confounders using inverse probability weighting. RESULTS: We estimated a hazard ratio (HR) corresponding to the effect of the full loss of GFR on mortality, as compared to not having fully lost GFR, of 1.50 [95% confidence interval (CI) 1.09-2.07]. The HR corresponding to the effect of GFR when GFR is not (yet) fully lost on mortality was 0.97 (95% CI 0.92-1.02) (per mL/min/1.73m(2)). We found no significant difference in the effect of GFR on mortality between patients starting on PD and HD. CONCLUSIONS: Preventing or delaying the full loss of GFR can improve survival in dialysis patients. This supports the importance that is given to the effect of treatment options for patients with ESRD on the rate of decline of the residual renal function. (aut. ref.)
BACKGROUND: Declining residual renal function, as indicated by the glomerular filtration rate (GFR), is associated with an increased mortality risk in patients with end-stage renal disease (ESRD) on dialysis. METHODS: We monitored GFR and mortality in 1800 haemodialysis (HD) and peritoneal dialysis (PD) patients in 1996-2006. We used a marginal structural model to estimate the causal effects both of GFR when it was not completely lost and of the subsequent full loss of GFR on mortality, avoiding the drawbacks of standard regression models that include covariates to adjust for confounding. Instead, effect estimates were adjusted for possible baseline and time-varying confounders using inverse probability weighting. RESULTS: We estimated a hazard ratio (HR) corresponding to the effect of the full loss of GFR on mortality, as compared to not having fully lost GFR, of 1.50 [95% confidence interval (CI) 1.09-2.07]. The HR corresponding to the effect of GFR when GFR is not (yet) fully lost on mortality was 0.97 (95% CI 0.92-1.02) (per mL/min/1.73m(2)). We found no significant difference in the effect of GFR on mortality between patients starting on PD and HD. CONCLUSIONS: Preventing or delaying the full loss of GFR can improve survival in dialysis patients. This supports the importance that is given to the effect of treatment options for patients with ESRD on the rate of decline of the residual renal function. (aut. ref.)