An epidemiologic model to project the impact of changes in glomerular filtration rate on quality of life and survival among persons with chronic kidney disease

Adrian R Levy,1,2 Robert M Perkins,3 Karissa M Johnston,2 Sean D Sullivan,4 Vipan C Sood,5 Wendy Agnese,5 Mark A Schnitzler61Department of Community Health and Epidemiology, Dalhousie University, Halifax, NS, Canada; 2Oxford Outcomes Ltd, Vancouver, BC, Canada; 3Center for Health Research and Division of Nephrology, Geisinger Health System, Danville, PA, USA; 4School of Pharmacy, University of Washington, Seattle, WA, USA; 5Mitsubishi Tanabe Pharma America, Jersey City, NJ, USA; 6Departments of Internal Medicine and Community Health, Saint Louis University, St Louis, MO, USAPurpose: Predicting the timing and number of end-stage renal disease (ESRD) cases from a population of individuals with pre-ESRD chronic kidney disease (CKD) has not previously been reported.The objective is to predict the timing and number of cases of ESRD occurring over the lifetime of a cohort of hypothetical CKD patients in the US based on a range of baseline estimated glomerular filtration rate (eGFR) values and varying rates of eGFR decline.Methods: A three-state Markov model – functioning kidney, ESRD, and death Calf Head – with an annual cycle length is used to project changes in baseline eGFR on long-term health outcomes in a hypothetical cohort of CKD patients.

Using published eGFR-specific risk equations and adjusting for predictive characteristics, the probability of ESRD (eGFR <10), time to death, and incremental cost-effectiveness ratios for hypothetical treatments (costing US$10, $5, and $2/day), are projected over the cohort's lifetime under two scenarios: an acute drop in eGFR (mimicking acute kidney injury) and a reduced hazard ratio for ESRD (mimicking an effective intervention).Results: Among CKD patients aged 50 years, an acute eGFR decrement from 45 mL/minute to 35 mL/minute yields decreases of 1.6 life-years, 1.

5 quality-adjusted life-years (QALYs), 0.8 years until ESRD, and an increase of 183 per 1,000 progressing to ESRD.Among CKD patients aged 60 years, lowering the hazard ratio of ESRD to 0.

8 yields values of 0.2, 0.2, 0.

2, and 46 per 1,000, respectively.Incremental cost-effectiveness ratios are higher (ie, less favorable) for higher baseline eGFR, indicating that interventions occurring later in the course of disease are more likely to be economically attractive.Conclusion: iPad Case Both acute kidney injury and slowing the rate of eGFR decline produce substantial shifts in expected numbers and timing of ESRD among CKD patients.

This model is a useful tool for planning management of CKD patients.Keywords: epidemiology, decision model, policy analysis, cost effectiveness, acute kidney injury, disease progression, end-stage renal disease.

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