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Feasibility of evaluation of the natural history of kidney disease in the general population using electronic healthcare records

BACKGROUND: Knowledge about the nature of long-term changes in kidney function in the general population is sparse. We aim to identify whether primary care electronic healthcare records capture sufficient information to study the natural history of kidney disease. METHODS: The National Chronic Kidne...

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Autores principales: Cleary, Faye, Prieto-Merino, David, Hull, Sally, Caplin, Ben, Nitsch, Dorothea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8162846/
https://www.ncbi.nlm.nih.gov/pubmed/34084456
http://dx.doi.org/10.1093/ckj/sfaa175
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author Cleary, Faye
Prieto-Merino, David
Hull, Sally
Caplin, Ben
Nitsch, Dorothea
author_facet Cleary, Faye
Prieto-Merino, David
Hull, Sally
Caplin, Ben
Nitsch, Dorothea
author_sort Cleary, Faye
collection PubMed
description BACKGROUND: Knowledge about the nature of long-term changes in kidney function in the general population is sparse. We aim to identify whether primary care electronic healthcare records capture sufficient information to study the natural history of kidney disease. METHODS: The National Chronic Kidney Disease Audit database covers ∼14% of the population of England and Wales. Availability of repeat serum creatinine tests was evaluated by risk factors for chronic kidney disease (CKD) and individual changes over time in estimated glomerular filtration rate (eGFR) were estimated using linear regression. Sensitivity of estimation to method of evaluation of eGFR compared laboratory-reported eGFR and recalculated eGFR (using laboratory-reported creatinine), to uncover any impact of historical creatinine calibration issues on slope estimation. RESULTS: Twenty-five per cent of all adults, 92% of diabetics and 96% of those with confirmed CKD had at least three creatinine tests, spanning a median of 5.7 years, 6.2 years and 6.1 years, respectively. Median changes in laboratory-reported eGFR (mL/min/1.73 m(2)/year) were −1.32 (CKD) and −0.60 (diabetes). Median changes in recalculated eGFR were −0.98 (CKD) and −0.11 (diabetes), underestimating decline. Magnitude of underestimation (and between-patient variation in magnitude) decreased with deteriorating eGFR. For CKD Stages 3, 4 and 5 (at latest eGFR), median slopes were −1.27, −2.49 and -3.87 for laboratory-reported eGFR and −0.89, −2.26 and −3.75 for recalculated eGFR. CONCLUSIONS: Evaluation of long-term changes in renal function will be possible in those at greatest risk if methods are identified to overcome creatinine calibration problems. Bias will be reduced by focussing on patients with confirmed CKD.
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spelling pubmed-81628462021-06-02 Feasibility of evaluation of the natural history of kidney disease in the general population using electronic healthcare records Cleary, Faye Prieto-Merino, David Hull, Sally Caplin, Ben Nitsch, Dorothea Clin Kidney J Original Articles BACKGROUND: Knowledge about the nature of long-term changes in kidney function in the general population is sparse. We aim to identify whether primary care electronic healthcare records capture sufficient information to study the natural history of kidney disease. METHODS: The National Chronic Kidney Disease Audit database covers ∼14% of the population of England and Wales. Availability of repeat serum creatinine tests was evaluated by risk factors for chronic kidney disease (CKD) and individual changes over time in estimated glomerular filtration rate (eGFR) were estimated using linear regression. Sensitivity of estimation to method of evaluation of eGFR compared laboratory-reported eGFR and recalculated eGFR (using laboratory-reported creatinine), to uncover any impact of historical creatinine calibration issues on slope estimation. RESULTS: Twenty-five per cent of all adults, 92% of diabetics and 96% of those with confirmed CKD had at least three creatinine tests, spanning a median of 5.7 years, 6.2 years and 6.1 years, respectively. Median changes in laboratory-reported eGFR (mL/min/1.73 m(2)/year) were −1.32 (CKD) and −0.60 (diabetes). Median changes in recalculated eGFR were −0.98 (CKD) and −0.11 (diabetes), underestimating decline. Magnitude of underestimation (and between-patient variation in magnitude) decreased with deteriorating eGFR. For CKD Stages 3, 4 and 5 (at latest eGFR), median slopes were −1.27, −2.49 and -3.87 for laboratory-reported eGFR and −0.89, −2.26 and −3.75 for recalculated eGFR. CONCLUSIONS: Evaluation of long-term changes in renal function will be possible in those at greatest risk if methods are identified to overcome creatinine calibration problems. Bias will be reduced by focussing on patients with confirmed CKD. Oxford University Press 2020-10-22 /pmc/articles/PMC8162846/ /pubmed/34084456 http://dx.doi.org/10.1093/ckj/sfaa175 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of ERA-EDTA. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Cleary, Faye
Prieto-Merino, David
Hull, Sally
Caplin, Ben
Nitsch, Dorothea
Feasibility of evaluation of the natural history of kidney disease in the general population using electronic healthcare records
title Feasibility of evaluation of the natural history of kidney disease in the general population using electronic healthcare records
title_full Feasibility of evaluation of the natural history of kidney disease in the general population using electronic healthcare records
title_fullStr Feasibility of evaluation of the natural history of kidney disease in the general population using electronic healthcare records
title_full_unstemmed Feasibility of evaluation of the natural history of kidney disease in the general population using electronic healthcare records
title_short Feasibility of evaluation of the natural history of kidney disease in the general population using electronic healthcare records
title_sort feasibility of evaluation of the natural history of kidney disease in the general population using electronic healthcare records
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8162846/
https://www.ncbi.nlm.nih.gov/pubmed/34084456
http://dx.doi.org/10.1093/ckj/sfaa175
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