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CKD Progression and Economic Burden in Individuals With CKD Associated With Type 2 Diabetes
RATIONALE & OBJECTIVE: To evaluate progression patterns and associated economic outcomes, using estimated glomerular filtration rate (eGFR) and urine albumin-creatinine ratio (UACR) based on the Kidney Disease: Improving Global Outcomes (KDIGO) risk categories, among patients with type 2 diabete...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9630787/ https://www.ncbi.nlm.nih.gov/pubmed/36339666 http://dx.doi.org/10.1016/j.xkme.2022.100532 |
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author | Mullins, C. Daniel Pantalone, Kevin M. Betts, Keith A. Song, Jinlin Wu, Aozhou Chen, Yan Kong, Sheldon X. Singh, Rakesh |
author_facet | Mullins, C. Daniel Pantalone, Kevin M. Betts, Keith A. Song, Jinlin Wu, Aozhou Chen, Yan Kong, Sheldon X. Singh, Rakesh |
author_sort | Mullins, C. Daniel |
collection | PubMed |
description | RATIONALE & OBJECTIVE: To evaluate progression patterns and associated economic outcomes, using estimated glomerular filtration rate (eGFR) and urine albumin-creatinine ratio (UACR) based on the Kidney Disease: Improving Global Outcomes (KDIGO) risk categories, among patients with type 2 diabetes (T2D) and chronic kidney disease (CKD). STUDY DESIGN: Patients with T2D and moderate- or high-risk CKD were selected from the Optum electronic health records database (January 2007-December 2019). Progression patterns and post-progression economic outcomes were assessed. SETTING & PARTICIPANTS: Adults with T2D and CKD in clinical settings. PREDICTOR: Baseline KDIGO risk categories. OUTCOMES: Progression to a more severe KDIGO risk category; healthcare resource utilization and medical costs. ANALYTICAL APPROACH: Progression probability was estimated using cumulative incidence. Healthcare resource utilization and costs were compared across progression groups. RESULTS: Of 269,187 patients (mean age 65.6 years) with T2D and CKD of moderate or high baseline risk, 18.9% progressed to the very high-risk category within 5 years. Among moderate-risk patients, 17.8% of CKD stage G1-A2, 44.0% of stage G2-A2, and 61.3% of stage G3a-A1 patients progressed to a higher KDIGO risk category. Among high-risk patients, 63.9% of stage G3b-A1/G3a-A2 and 56.0% of stage G2-A3 patients progressed to very high risk. Within the same eGFR stage, a higher UACR stage was associated with 4- to 7-times higher risk of progressing to very high risk and faster eGFR decline. Nonprogressors had lower annual medical costs ($16,924) than patients who progressed from moderate risk to high risk ($22,117, P < 0.05), from high risk to very high risk ($32,204, P < 0.05), and from moderate risk to very high risk ($35,092, P < 0.05). LIMITATIONS: Infrequent lab testing might have caused lags in identifying progression; medical costs were calculated using unit costs. CONCLUSIONS: Patients with T2D and CKD of moderate or high risk per KDIGO risk categories had high probabilities of progression, incurring a substantial economic burden. The results highlight the value of UACR in CKD management. |
format | Online Article Text |
id | pubmed-9630787 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-96307872022-11-04 CKD Progression and Economic Burden in Individuals With CKD Associated With Type 2 Diabetes Mullins, C. Daniel Pantalone, Kevin M. Betts, Keith A. Song, Jinlin Wu, Aozhou Chen, Yan Kong, Sheldon X. Singh, Rakesh Kidney Med Original Research RATIONALE & OBJECTIVE: To evaluate progression patterns and associated economic outcomes, using estimated glomerular filtration rate (eGFR) and urine albumin-creatinine ratio (UACR) based on the Kidney Disease: Improving Global Outcomes (KDIGO) risk categories, among patients with type 2 diabetes (T2D) and chronic kidney disease (CKD). STUDY DESIGN: Patients with T2D and moderate- or high-risk CKD were selected from the Optum electronic health records database (January 2007-December 2019). Progression patterns and post-progression economic outcomes were assessed. SETTING & PARTICIPANTS: Adults with T2D and CKD in clinical settings. PREDICTOR: Baseline KDIGO risk categories. OUTCOMES: Progression to a more severe KDIGO risk category; healthcare resource utilization and medical costs. ANALYTICAL APPROACH: Progression probability was estimated using cumulative incidence. Healthcare resource utilization and costs were compared across progression groups. RESULTS: Of 269,187 patients (mean age 65.6 years) with T2D and CKD of moderate or high baseline risk, 18.9% progressed to the very high-risk category within 5 years. Among moderate-risk patients, 17.8% of CKD stage G1-A2, 44.0% of stage G2-A2, and 61.3% of stage G3a-A1 patients progressed to a higher KDIGO risk category. Among high-risk patients, 63.9% of stage G3b-A1/G3a-A2 and 56.0% of stage G2-A3 patients progressed to very high risk. Within the same eGFR stage, a higher UACR stage was associated with 4- to 7-times higher risk of progressing to very high risk and faster eGFR decline. Nonprogressors had lower annual medical costs ($16,924) than patients who progressed from moderate risk to high risk ($22,117, P < 0.05), from high risk to very high risk ($32,204, P < 0.05), and from moderate risk to very high risk ($35,092, P < 0.05). LIMITATIONS: Infrequent lab testing might have caused lags in identifying progression; medical costs were calculated using unit costs. CONCLUSIONS: Patients with T2D and CKD of moderate or high risk per KDIGO risk categories had high probabilities of progression, incurring a substantial economic burden. The results highlight the value of UACR in CKD management. Elsevier 2022-08-11 /pmc/articles/PMC9630787/ /pubmed/36339666 http://dx.doi.org/10.1016/j.xkme.2022.100532 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Original Research Mullins, C. Daniel Pantalone, Kevin M. Betts, Keith A. Song, Jinlin Wu, Aozhou Chen, Yan Kong, Sheldon X. Singh, Rakesh CKD Progression and Economic Burden in Individuals With CKD Associated With Type 2 Diabetes |
title | CKD Progression and Economic Burden in Individuals With CKD Associated With Type 2 Diabetes |
title_full | CKD Progression and Economic Burden in Individuals With CKD Associated With Type 2 Diabetes |
title_fullStr | CKD Progression and Economic Burden in Individuals With CKD Associated With Type 2 Diabetes |
title_full_unstemmed | CKD Progression and Economic Burden in Individuals With CKD Associated With Type 2 Diabetes |
title_short | CKD Progression and Economic Burden in Individuals With CKD Associated With Type 2 Diabetes |
title_sort | ckd progression and economic burden in individuals with ckd associated with type 2 diabetes |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9630787/ https://www.ncbi.nlm.nih.gov/pubmed/36339666 http://dx.doi.org/10.1016/j.xkme.2022.100532 |
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