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Abstract
Background:
Estimation of glomerular filtration rate using equations based on creatinine is widely used to manage chronic kidney disease. In the UK, the Chronic Kidney Disease Epidemiology Collaboration creatinine equation is recommended. Other published equations using cystatin C, an alternative marker of kidney function, have not gained widespread clinical acceptance. Given higher cost of cystatin C, its clinical utility should be validated before widespread introduction into the NHS.
Objectives:
Primary objectives were to: (1) compare accuracy of glomerular filtration rate equations at baseline and longitudinally in people with stage 3 chronic kidney disease, and test whether accuracy is affected by ethnicity, diabetes, albuminuria and other characteristics; (2) establish the reference change value for significant glomerular filtration rate changes; (3) model disease progression; and (4) explore comparative cost-effectiveness of kidney disease monitoring strategies.
Design:
A longitudinal, prospective study was designed to: (1) assess accuracy of glomerular filtration rate equations at baseline (n = 1167) and their ability to detect change over 3 years (n = 875); (2) model disease progression predictors in 278 individuals who received additional measurements; (3) quantify glomerular filtration rate variability components (n = 20); and (4) develop a measurement model analysis to compare different monitoring strategy costs (n = 875).
Setting:
Primary, secondary and tertiary care.
Participants:
Adults (≥ 18 years) with stage 3 chronic kidney disease.
Interventions:
Estimated glomerular filtration rate using the Chronic Kidney Disease Epidemiology Collaboration and Modification of Diet in Renal Disease equations.
Main outcome measures:
Measured glomerular filtration rate was the reference against which estimating equations were compared with accuracy being expressed as P30 (percentage of values within 30% of reference) and progression (variously defined) studied as sensitivity/specificity. A regression model of disease progression was developed and differences for risk factors estimated. Biological variation components were measured and the reference change value calculated. Comparative costs of monitoring with different estimating equations modelled over 10 years were calculated.
Results:
Accuracy (P30) of all equations was ≥ 89.5%: the combined creatinine–cystatin equation (94.9%) was superior (p < 0.001) to other equations. Within each equation, no differences in P30 were seen across categories of age, gender, diabetes, albuminuria, body mass index, kidney function level and ethnicity.
All equations showed poor (< 63%) sensitivity for detecting patients showing kidney function decline crossing clinically significant thresholds (e.g. a 25% decline in function). Consequently, the additional cost of monitoring kidney function annually using a cystatin C-based equation could not be justified (incremental cost per patient over 10 years = £43.32).
Modelling data showed association between higher albuminuria and faster decline in measured and creatinine-estimated glomerular filtration rate.
Reference change values for measured glomerular filtration rate (%, positive/negative) were 21.5/−17.7, with lower reference change values for estimated glomerular filtration rate.
Limitations:
Recruitment of people from South Asian and African-Caribbean backgrounds was below the study target.
Future work:
Prospective studies of the value of cystatin C as a risk marker in chronic kidney disease should be undertaken.
Conclusions:
Inclusion of cystatin C in glomerular filtration rate-estimating equations marginally improved accuracy but not detection of disease progression. Our data do not support cystatin C use for monitoring of glomerular filtration rate in stage 3 chronic kidney disease.
Trial registration:
This trial is registered as ISRCTN42955626.
Funding:
This award was funded by the National Institute for Health and Care Research (NIHR) Health Technology Assessment programme (NIHR award ref: 11/103/01) and is published in full in Health Technology Assessment; Vol. 28, No. 35. See the NIHR Funding and Awards website for further award information.
Plain language summary
What is the problem?:
Chronic kidney disease, which affects approximately 14% of the adult population, often has no symptoms but, in some people, may later develop into kidney failure. Kidney disease is most often detected using a blood test called creatinine. Creatinine does not identify everyone with kidney disease, or those most likely to develop more serious kidney disease. An alternative blood test called cystatin C may be more accurate, but it is more expensive than the creatinine test.
What did we do?:
We compared the accuracy of these two tests in more than 1000 people with moderate kidney disease. Participants were tested over 3 years to see if the tests differed in their ability to detect worsening kidney function. We also wanted to identify risk factors associated with loss of kidney function, and how much the tests normally vary to better understand what results mean. We compared the accuracy and costs of monitoring people with the two markers.
What did we find?:
Cystatin C was found slightly more accurate than the creatinine test at estimating kidney function when comparing the baseline single measurements (95% accurate compared to 90%), but not at detecting worsening function over time. This means that the additional cost of monitoring people over time with cystatin C to detect kidney disease progression could not be justified. Kidney test results could vary by up to 20% between tests without necessarily implying changes in underlying kidney function – this is the normal level of individual variation.
What does this mean?:
Cystatin C marginally improved accuracy of kidney function testing but not ability to detect worsening kidney function. Cystatin C improves identification of moderate chronic kidney disease, but our results do not support its use for routine monitoring of kidney function in such patients.
Contents
- Scientific summary
- Chapter 1. Introduction
- Background and rationale
- Measuring glomerular filtration rate
- Estimating glomerular filtration rate
- Estimating glomerular filtration rate in British ethnic minority populations
- Progression of kidney disease
- Identifying and predicting progressive kidney disease and clinical risk
- Evidence explaining why this study was needed and remains relevant
- The study
- Specific objectives
- Chapter 2. Methods
- Chapter 3. Results
- Chapter 4. Health economics: comparative clinical accuracy and cost of annual monitoring using glomerular filtration rate-estimating equations
- Introduction
- Systematic review of economic evaluations
- Clinical guidelines
- Comparative accuracy of estimated glomerular filtration rate equations for predicting accelerated progression (measurement model analysis)
- Comparative cost of monitoring with different estimated glomerular filtration rate equations
- Longer-term differences in costs and outcomes
- Chapter 5. Discussion
- Main study: prospective, longitudinal cohort study
- Substudy of disease progression
- Study of intraindividual biological variation
- Ability of glomerular filtration rate-estimating equations, together with albumin-to-creatinine ratio, or albumin-to-creatinine ratio alone, to predict people who have progressive loss of kidney function (chronic kidney disease progression) and to predict mortality
- Strengths and limitations of the study
- Suggestions for further research
- Chapter 6. Conclusions
- Additional information
- References
- Appendix 1. Supplementary information for Chapters 2 and 3
- Appendix 2. Health economics systematic review
- List of abbreviations
- List of supplementary material
About the Series
Article history
The research reported in this issue of the journal was funded by the HTA programme as award number 11/103/01. The contractual start date was in August 2013. The draft manuscript began editorial review in August 2022 and was accepted for publication in August 2023. The authors have been wholly responsible for all data collection, analysis and interpretation, and for writing up their work. The HTA editors and publisher have tried to ensure the accuracy of the authors’ manuscript and would like to thank the reviewers for their constructive comments on the draft document. However, they do not accept liability for damages or losses arising from material published in this article.
Last reviewed: August 2022; Accepted: August 2023.
- NLM CatalogRelated NLM Catalog Entries
- The eGFR-C study: accuracy of glomerular filtration rate (GFR) estimation using creatinine and cystatin C and albuminuria for monitoring disease progression in patients with stage 3 chronic kidney disease--prospective longitudinal study in a multiethnic population.[BMC Nephrol. 2014]The eGFR-C study: accuracy of glomerular filtration rate (GFR) estimation using creatinine and cystatin C and albuminuria for monitoring disease progression in patients with stage 3 chronic kidney disease--prospective longitudinal study in a multiethnic population.Lamb EJ, Brettell EA, Cockwell P, Dalton N, Deeks JJ, Harris K, Higgins T, Kalra PA, Khunti K, Loud F, et al. BMC Nephrol. 2014 Jan 14; 15:13. Epub 2014 Jan 14.
- Review Long-term monitoring in primary care for chronic kidney disease and chronic heart failure: a multi-method research programme[ 2021]Review Long-term monitoring in primary care for chronic kidney disease and chronic heart failure: a multi-method research programmePerera R, Stevens R, Aronson JK, Banerjee A, Evans J, Feakins BG, Fleming S, Glasziou P, Heneghan C, Hobbs FDR, et al. 2021 Aug
- The clinical utility and cost impact of cystatin C measurement in the diagnosis and management of chronic kidney disease: A primary care cohort study.[PLoS Med. 2017]The clinical utility and cost impact of cystatin C measurement in the diagnosis and management of chronic kidney disease: A primary care cohort study.Shardlow A, McIntyre NJ, Fraser SDS, Roderick P, Raftery J, Fluck RJ, McIntyre CW, Taal MW. PLoS Med. 2017 Oct; 14(10):e1002400. Epub 2017 Oct 10.
- Point-of-care creatinine tests to assess kidney function for outpatients requiring contrast-enhanced CT imaging: systematic reviews and economic evaluation.[Health Technol Assess. 2020]Point-of-care creatinine tests to assess kidney function for outpatients requiring contrast-enhanced CT imaging: systematic reviews and economic evaluation.Corbett M, Duarte A, Llewellyn A, Altunkaya J, Harden M, Harris M, Walker S, Palmer S, Dias S, Soares M. Health Technol Assess. 2020 Aug; 24(39):1-248.
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