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Published in: BMC Nephrology 1/2017

Open Access 01-12-2017 | Research article

The cost-effectiveness of using chronic kidney disease risk scores to screen for early-stage chronic kidney disease

Authors: Benjamin O. Yarnoff, Thomas J. Hoerger, Siobhan K. Simpson, Alyssa Leib, Nilka R. Burrows, Sundar S. Shrestha, Meda E. Pavkov, on behalf of the Centers for Disease Control and Prevention CKD Initiative

Published in: BMC Nephrology | Issue 1/2017

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Abstract

Background

Better treatment during early stages of chronic kidney disease (CKD) may slow progression to end-stage renal disease and decrease associated complications and medical costs. Achieving early treatment of CKD is challenging, however, because a large fraction of persons with CKD are unaware of having this disease. Screening for CKD is one important method for increasing awareness. We examined the cost-effectiveness of identifying persons for early-stage CKD screening (i.e., screening for moderate albuminuria) using published CKD risk scores.

Methods

We used the CKD Health Policy Model, a micro-simulation model, to simulate the cost-effectiveness of using CKD two published risk scores by Bang et al. and Kshirsagar et al. to identify persons in the US for CKD screening with testing for albuminuria. Alternative risk score thresholds were tested (0.20, 0.15, 0.10, 0.05, and 0.02) above which persons were assigned to receive screening at alternative intervals (1-, 2-, and 5-year) for follow-up screening if the first screening was negative. We examined incremental cost-effectiveness ratios (ICERs), incremental lifetime costs divided by incremental lifetime QALYs, relative to the next higher screening threshold to assess cost-effectiveness. Cost-effective scenarios were determined as those with ICERs less than $50,000 per QALY. Among the cost-effective scenarios, the optimal scenario was determined as the one that resulted in the highest lifetime QALYs.

Results

ICERs ranged from $8,823 per QALY to $124,626 per QALY for the Bang et al. risk score and $6,342 per QALY to $405,861 per QALY for the Kshirsagar et al. risk score. The Bang et al. risk score with a threshold of 0.02 and 2-year follow-up screening was found to be optimal because it had an ICER less than $50,000 per QALY and resulted in the highest lifetime QALYs.

Conclusions

This study indicates that using these CKD risk scores may allow clinicians to cost-effectively identify a broader population for CKD screening with testing for albuminuria and potentially detect people with CKD at earlier stages of the disease than current approaches of screening only persons with diabetes or hypertension.
Literature
1.
go back to reference United States Renal Data System (USRDS). US Renal Data System 2015 Annual Data Report: Epidemiology of Kidney Disease in the United States. Bethesda: National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases; 2015. United States Renal Data System (USRDS). US Renal Data System 2015 Annual Data Report: Epidemiology of Kidney Disease in the United States. Bethesda: National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases; 2015.
2.
go back to reference Hoerger TJ, Simpson SA, Yarnoff BO, Pavkov ME, Rios Burrows N, Saydah SH, Williams DE, Zhuo X. The future burden of CKD in the United States: a simulation model for the CDC CKD Initiative. Am J Kidney Dis. 2015;65(3):403–11.CrossRefPubMed Hoerger TJ, Simpson SA, Yarnoff BO, Pavkov ME, Rios Burrows N, Saydah SH, Williams DE, Zhuo X. The future burden of CKD in the United States: a simulation model for the CDC CKD Initiative. Am J Kidney Dis. 2015;65(3):403–11.CrossRefPubMed
3.
go back to reference Weiner D, Tighiouart H, Amin M, et al. Chronic kidney disease as a risk factor for cardiovascular disease and all-cause mortality: a pooled analysis of community-based studies. J Am Soc Nephrol. 2004;15:1307–15.CrossRefPubMed Weiner D, Tighiouart H, Amin M, et al. Chronic kidney disease as a risk factor for cardiovascular disease and all-cause mortality: a pooled analysis of community-based studies. J Am Soc Nephrol. 2004;15:1307–15.CrossRefPubMed
4.
go back to reference Go AS, Chertow GM, Fan D, McCulloch CE, Hsu CY. Chronic kidney disease and the risks of death, cardiovascular events, and hospitalization. N Engl J Med. 2004;351(13):1296–305.CrossRefPubMed Go AS, Chertow GM, Fan D, McCulloch CE, Hsu CY. Chronic kidney disease and the risks of death, cardiovascular events, and hospitalization. N Engl J Med. 2004;351(13):1296–305.CrossRefPubMed
5.
go back to reference Smith D, Nichols G, Gullion C, Johnson E, Keith D. Predicting costs of care in chronic kidney disease: the role of comorbid conditions. Internet J Nephrol. 2007;4(1). doi:10.5580/1d9e. Smith D, Nichols G, Gullion C, Johnson E, Keith D. Predicting costs of care in chronic kidney disease: the role of comorbid conditions. Internet J Nephrol. 2007;4(1). doi:10.​5580/​1d9e.
6.
go back to reference Strippoli GF, Craig M, Deeks JJ, Schena FP, Craig JC. Effects of angiotensin converting enzyme inhibitors and angiotensin II receptor antagonists on mortality and renal outcomes in diabetic nephropathy: systematic review. BMJ. 2004;329(7470):828.CrossRefPubMedPubMedCentral Strippoli GF, Craig M, Deeks JJ, Schena FP, Craig JC. Effects of angiotensin converting enzyme inhibitors and angiotensin II receptor antagonists on mortality and renal outcomes in diabetic nephropathy: systematic review. BMJ. 2004;329(7470):828.CrossRefPubMedPubMedCentral
7.
go back to reference Agodoa LY, Appel L, Bakris GL, Beck G, Bourgoignie J, Briggs JP, Charleston J, Cheek D, Cleveland W, Douglas JG, et al. Effect of ramipril vs amlodipine on renal outcomes in hypertensive nephrosclerosis: a randomized controlled trial. JAMA. 2001;285(21):2719–28.CrossRefPubMed Agodoa LY, Appel L, Bakris GL, Beck G, Bourgoignie J, Briggs JP, Charleston J, Cheek D, Cleveland W, Douglas JG, et al. Effect of ramipril vs amlodipine on renal outcomes in hypertensive nephrosclerosis: a randomized controlled trial. JAMA. 2001;285(21):2719–28.CrossRefPubMed
8.
go back to reference Ruggenenti P, Perna A, Mosconi L, Group G, et al. Randomised placebo-controlled trial of effect of ramipril on decline in glomerular filtration rate and risk of terminal renal failure in proteinuric, non-diabetic nephropathy. Lancet. 1997;349:1857–63.CrossRef Ruggenenti P, Perna A, Mosconi L, Group G, et al. Randomised placebo-controlled trial of effect of ramipril on decline in glomerular filtration rate and risk of terminal renal failure in proteinuric, non-diabetic nephropathy. Lancet. 1997;349:1857–63.CrossRef
9.
go back to reference Ruggenenti P, Perna A, Gherardi G, Garini G, Zoccali C, Salvadori M, Scolari F, Schena FP, Remuzzi G. Renoprotective properties of ACE-inhibition in non-diabetic nephropathies with non-nephrotic proteinuria. Lancet. 1999;354(9176):359–64.CrossRefPubMed Ruggenenti P, Perna A, Gherardi G, Garini G, Zoccali C, Salvadori M, Scolari F, Schena FP, Remuzzi G. Renoprotective properties of ACE-inhibition in non-diabetic nephropathies with non-nephrotic proteinuria. Lancet. 1999;354(9176):359–64.CrossRefPubMed
10.
go back to reference Coresh J, Selvin E, Stevens LA, Manzi J, Kusek JW, Eggers P, Van Lente F, Levey AS. Prevalence of chronic kidney disease in the United States. JAMA. 2007;298(17):2038–47.CrossRefPubMed Coresh J, Selvin E, Stevens LA, Manzi J, Kusek JW, Eggers P, Van Lente F, Levey AS. Prevalence of chronic kidney disease in the United States. JAMA. 2007;298(17):2038–47.CrossRefPubMed
11.
go back to reference Whaley-Connell A, Shlipak MG, Inker LA, Kurella Tamura M, Bomback AS, Saab G, Szpunar SM, McFarlane SI, Li S, Chen SC, et al. Awareness of kidney disease and relationship to end-stage renal disease and mortality. Am J Med. 2012;125(7):661–9.CrossRefPubMedPubMedCentral Whaley-Connell A, Shlipak MG, Inker LA, Kurella Tamura M, Bomback AS, Saab G, Szpunar SM, McFarlane SI, Li S, Chen SC, et al. Awareness of kidney disease and relationship to end-stage renal disease and mortality. Am J Med. 2012;125(7):661–9.CrossRefPubMedPubMedCentral
12.
go back to reference Hoerger TJ, Wittenborn JS, Segel JE, Burrows NR, Imai K, Eggers P, Pavkov ME, Jordan R, Hailpern SM, Schoolwerth AC, et al. A health policy model of CKD: 2. The cost-effectiveness of microalbuminuria screening. Am J Kidney Dis. 2010;55(3):463–73.CrossRefPubMed Hoerger TJ, Wittenborn JS, Segel JE, Burrows NR, Imai K, Eggers P, Pavkov ME, Jordan R, Hailpern SM, Schoolwerth AC, et al. A health policy model of CKD: 2. The cost-effectiveness of microalbuminuria screening. Am J Kidney Dis. 2010;55(3):463–73.CrossRefPubMed
13.
go back to reference Manns B, Hemmelgarn B, Tonelli M, Au F, Chiasson TC, Dong J, Klarenbach S, Alberta Kidney Disease N. Population based screening for chronic kidney disease: cost effectiveness study. BMJ. 2010;341:c5869.CrossRefPubMedPubMedCentral Manns B, Hemmelgarn B, Tonelli M, Au F, Chiasson TC, Dong J, Klarenbach S, Alberta Kidney Disease N. Population based screening for chronic kidney disease: cost effectiveness study. BMJ. 2010;341:c5869.CrossRefPubMedPubMedCentral
14.
go back to reference Boulware LE, Jaar BG, Tarver-Carr ME, Brancati FL, Powe NR. Screening for proteinuria in US adults: a cost-effectiveness analysis. JAMA. 2003;290(23):3101–14.CrossRefPubMed Boulware LE, Jaar BG, Tarver-Carr ME, Brancati FL, Powe NR. Screening for proteinuria in US adults: a cost-effectiveness analysis. JAMA. 2003;290(23):3101–14.CrossRefPubMed
15.
go back to reference Bang H, Vupputuri S, Shoham DA, Klemmer PJ, Falk RJ, Mazumdar M, Gipson D, Colindres RE, Kshirsagar AV. SCreening for Occult REnal Disease (SCORED): a simple prediction model for chronic kidney disease. Arch Intern Med. 2007;167(4):374–81.CrossRefPubMed Bang H, Vupputuri S, Shoham DA, Klemmer PJ, Falk RJ, Mazumdar M, Gipson D, Colindres RE, Kshirsagar AV. SCreening for Occult REnal Disease (SCORED): a simple prediction model for chronic kidney disease. Arch Intern Med. 2007;167(4):374–81.CrossRefPubMed
16.
go back to reference Kshirsagar AV, Bang H, Bomback AS, Vupputuri S, Shoham DA, Kern LM, Klemmer PJ, Mazumdar M, August PA. A simple algorithm to predict incident kidney disease. Arch Intern Med. 2008;168(22):2466–73.CrossRefPubMedPubMedCentral Kshirsagar AV, Bang H, Bomback AS, Vupputuri S, Shoham DA, Kern LM, Klemmer PJ, Mazumdar M, August PA. A simple algorithm to predict incident kidney disease. Arch Intern Med. 2008;168(22):2466–73.CrossRefPubMedPubMedCentral
17.
go back to reference Hoerger TJ, Wittenborn JS, Segel JE, Burrows NR, Imai K, Eggers P, Pavkov ME, Jordan R, Hailpern SM, Schoolwerth AC, et al. A health policy model of CKD: 1. Model construction, assumptions, and validation of health consequences. Am J Kidney Dis. 2010;55(3):452–62.CrossRefPubMed Hoerger TJ, Wittenborn JS, Segel JE, Burrows NR, Imai K, Eggers P, Pavkov ME, Jordan R, Hailpern SM, Schoolwerth AC, et al. A health policy model of CKD: 1. Model construction, assumptions, and validation of health consequences. Am J Kidney Dis. 2010;55(3):452–62.CrossRefPubMed
18.
go back to reference Hoerger TJ, Wittenborn JS, Zhuo X, Pavkov ME, Burrows NR, Eggers P, Jordan R, Saydah S, Williams DE. Cost-effectiveness of screening for microalbuminuria among African Americans. J Am Soc Nephrol. 2012;23(12):2035–41.CrossRefPubMedPubMedCentral Hoerger TJ, Wittenborn JS, Zhuo X, Pavkov ME, Burrows NR, Eggers P, Jordan R, Saydah S, Williams DE. Cost-effectiveness of screening for microalbuminuria among African Americans. J Am Soc Nephrol. 2012;23(12):2035–41.CrossRefPubMedPubMedCentral
19.
go back to reference Kopple JD. National kidney foundation K/DOQI clinical practice guidelines for nutrition in chronic renal failure. Am J Kidney Dis. 2001;37(1 Suppl 2):S66–70.CrossRefPubMed Kopple JD. National kidney foundation K/DOQI clinical practice guidelines for nutrition in chronic renal failure. Am J Kidney Dis. 2001;37(1 Suppl 2):S66–70.CrossRefPubMed
20.
go back to reference Boulware LE, Troll MU, Jaar BG, Myers DI, Powe NR. Identification and referral of patients with progressive CKD: a national study. Am J Kidney Dis. 2006;48(2):192–204.CrossRefPubMed Boulware LE, Troll MU, Jaar BG, Myers DI, Powe NR. Identification and referral of patients with progressive CKD: a national study. Am J Kidney Dis. 2006;48(2):192–204.CrossRefPubMed
21.
go back to reference Weinstein M, Siegel J, Gold M, Kamlet M, Russell L. Cost-effectiveness in heath and medicine. New York: Oxford University Press; 1996. Weinstein M, Siegel J, Gold M, Kamlet M, Russell L. Cost-effectiveness in heath and medicine. New York: Oxford University Press; 1996.
22.
go back to reference Grosse SD. Assessing cost-effectiveness in healthcare: history of the $50,000 per QALY threshold. Expert Rev Pharmacoecon Outcomes Res. 2008;8(2):165–78.CrossRefPubMed Grosse SD. Assessing cost-effectiveness in healthcare: history of the $50,000 per QALY threshold. Expert Rev Pharmacoecon Outcomes Res. 2008;8(2):165–78.CrossRefPubMed
23.
go back to reference Sarafidis PA, Riehle J, Bogojevic Z, Basta E, Chugh A, Bakris GL. A comparative evaluation of various methods for microalbuminuria screening. Am J Nephrol. 2008;28(2):324–9.CrossRefPubMed Sarafidis PA, Riehle J, Bogojevic Z, Basta E, Chugh A, Bakris GL. A comparative evaluation of various methods for microalbuminuria screening. Am J Nephrol. 2008;28(2):324–9.CrossRefPubMed
24.
go back to reference Gorodetskaya I, Zenios S, McCulloch CE, Bostrom A, Hsu C-Y, Bindman AB, Go AS, Chertow GM. Health-related quality of life and estimates of utility in chronic kidney disease. Kidney Int. 2005;68(6):2801–8.CrossRefPubMed Gorodetskaya I, Zenios S, McCulloch CE, Bostrom A, Hsu C-Y, Bindman AB, Go AS, Chertow GM. Health-related quality of life and estimates of utility in chronic kidney disease. Kidney Int. 2005;68(6):2801–8.CrossRefPubMed
25.
go back to reference Meenan RT, Saha S, Chou R, Swarztrauber K, Krages KP, O’Keeffe-Rosetti MC, McDonagh M, Chan BK, Hornbrook MC, Helfand M. Cost-effectiveness of echocardiography to identify intracardiac thrombus among patients with first stroke or transient ischemic attack. Med Decis Making. 2007;27(2):161–77.CrossRefPubMed Meenan RT, Saha S, Chou R, Swarztrauber K, Krages KP, O’Keeffe-Rosetti MC, McDonagh M, Chan BK, Hornbrook MC, Helfand M. Cost-effectiveness of echocardiography to identify intracardiac thrombus among patients with first stroke or transient ischemic attack. Med Decis Making. 2007;27(2):161–77.CrossRefPubMed
26.
go back to reference Tsevat J, Goldman L, Soukup JR, Lamas GA, Connors KF, Chapin CC, Lee TH. Stability of time-tradeoff utilities in survivors of myocardial infarction. Med Decis Making. 1993;13(2):161–5.CrossRefPubMed Tsevat J, Goldman L, Soukup JR, Lamas GA, Connors KF, Chapin CC, Lee TH. Stability of time-tradeoff utilities in survivors of myocardial infarction. Med Decis Making. 1993;13(2):161–5.CrossRefPubMed
27.
go back to reference Nease RF, Kneeland T, O’Connor GT, Sumner W, Lumpkins C, Shaw L, Pryor D, Sox HC. Variation in patient utilities for outcomes of the management of chronic stable angina: implications for clinical practice guidelines. JAMA. 1995;273(15):1185–90.CrossRefPubMed Nease RF, Kneeland T, O’Connor GT, Sumner W, Lumpkins C, Shaw L, Pryor D, Sox HC. Variation in patient utilities for outcomes of the management of chronic stable angina: implications for clinical practice guidelines. JAMA. 1995;273(15):1185–90.CrossRefPubMed
31.
go back to reference Rodby RA, Chiou CF, Borenstein J, Smitten A, Sengupta N, Palmer AJ, Roze S, Annemans L, Simon TA, Chen RS, et al. The cost-effectiveness of irbesartan in the treatment of hypertensive patients with type 2 diabetic nephropathy. Clin Ther. 2003;25(7):2102–19.CrossRefPubMed Rodby RA, Chiou CF, Borenstein J, Smitten A, Sengupta N, Palmer AJ, Roze S, Annemans L, Simon TA, Chen RS, et al. The cost-effectiveness of irbesartan in the treatment of hypertensive patients with type 2 diabetic nephropathy. Clin Ther. 2003;25(7):2102–19.CrossRefPubMed
32.
go back to reference Lewis EJ, Hunsicker LG, Clarke WR, Berl T, Pohl MA, Lewis JB, Ritz E, Atkins RC, Rohde R, Raz I, et al. Renoprotective effect of the angiotensin-receptor antagonist irbesartan in patients with nephropathy due to type 2 diabetes. N Engl J Med. 2001;345(12):851–60.CrossRefPubMed Lewis EJ, Hunsicker LG, Clarke WR, Berl T, Pohl MA, Lewis JB, Ritz E, Atkins RC, Rohde R, Raz I, et al. Renoprotective effect of the angiotensin-receptor antagonist irbesartan in patients with nephropathy due to type 2 diabetes. N Engl J Med. 2001;345(12):851–60.CrossRefPubMed
33.
go back to reference Nakao N, Yoshimura A, Morita H, Takada M, Kayano T, Ideura T. Combination treatment of angiotensin-II receptor blocker and angiotensin-converting-enzyme inhibitor in non-diabetic renal disease (COOPERATE): a randomised controlled trial. Lancet. 2003;361(9352):117–24.CrossRefPubMed Nakao N, Yoshimura A, Morita H, Takada M, Kayano T, Ideura T. Combination treatment of angiotensin-II receptor blocker and angiotensin-converting-enzyme inhibitor in non-diabetic renal disease (COOPERATE): a randomised controlled trial. Lancet. 2003;361(9352):117–24.CrossRefPubMed
34.
go back to reference Jafar TH, Schmid CH, Landa M, Giatras I, Toto R, Remuzzi G, Maschio G, Brenner BM, Kamper A, Zucchelli P, et al. Angiotensin-converting enzyme inhibitors and progression of nondiabetic renal disease. A meta-analysis of patient-level data. Ann Intern Med. 2001;135(2):73–87.CrossRefPubMed Jafar TH, Schmid CH, Landa M, Giatras I, Toto R, Remuzzi G, Maschio G, Brenner BM, Kamper A, Zucchelli P, et al. Angiotensin-converting enzyme inhibitors and progression of nondiabetic renal disease. A meta-analysis of patient-level data. Ann Intern Med. 2001;135(2):73–87.CrossRefPubMed
35.
go back to reference Drug Topics. Red Book. Oradell, NJ: Medical Economics Co; 2007. Drug Topics. Red Book. Oradell, NJ: Medical Economics Co; 2007.
36.
Metadata
Title
The cost-effectiveness of using chronic kidney disease risk scores to screen for early-stage chronic kidney disease
Authors
Benjamin O. Yarnoff
Thomas J. Hoerger
Siobhan K. Simpson
Alyssa Leib
Nilka R. Burrows
Sundar S. Shrestha
Meda E. Pavkov
on behalf of the Centers for Disease Control and Prevention CKD Initiative
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Nephrology / Issue 1/2017
Electronic ISSN: 1471-2369
DOI
https://doi.org/10.1186/s12882-017-0497-6

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