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Establishment and validation of the cut-off values of estimated glomerular filtration rate and urinary albumin-to-creatinine ratio for diabetic kidney disease: A multi-center, prospective cohort study
OBJECTIVE: We aimed to study the cut-off values of estimated glomerular filtration rate (eGFR) and the urinary albumin creatinine ratio (UACR) in the normal range for diabetic kidney disease (DKD). METHODS: In this study, we conducted a retrospective, observational cohort study included 374 type 2 d...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9791215/ https://www.ncbi.nlm.nih.gov/pubmed/36578951 http://dx.doi.org/10.3389/fendo.2022.1064665 |
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author | Gao, Zhongai Zhu, Yanjuan Sun, Xiaoyue Zhu, Hong Jiang, Wenhui Sun, Mengdi Wang, Jingyu Liu, Le Zheng, Hui Qin, Yongzhang Zhang, Shuang Yang, Yanhui Xu, Jie Yang, Juhong Shan, Chunyan Chang, Baocheng |
author_facet | Gao, Zhongai Zhu, Yanjuan Sun, Xiaoyue Zhu, Hong Jiang, Wenhui Sun, Mengdi Wang, Jingyu Liu, Le Zheng, Hui Qin, Yongzhang Zhang, Shuang Yang, Yanhui Xu, Jie Yang, Juhong Shan, Chunyan Chang, Baocheng |
author_sort | Gao, Zhongai |
collection | PubMed |
description | OBJECTIVE: We aimed to study the cut-off values of estimated glomerular filtration rate (eGFR) and the urinary albumin creatinine ratio (UACR) in the normal range for diabetic kidney disease (DKD). METHODS: In this study, we conducted a retrospective, observational cohort study included 374 type 2 diabetic patients who had baseline eGFR ≥60 mL/min/1.73 m(2) and UACR <30 mg/g with up to 6 years of follow-up. The results were further validated in a multi-center, prospective cohort study. RESULTS: In the development cohort, baseline eGFR (AUC: 0.90, cut-off value: 84.8 mL/min/1.73 m(2), sensitivity: 0.80, specificity: 0.85) or UACR (AUC: 0.74, cut-off value: 15.5mg/g, sensitivity: 0.69, specificity: 0.63) was the most effective single predictor for DKD. Moreover, compared with eGFR or UACR alone, the prediction model consisted of all of the independent risk factors did not improve the predictive performance (P >0.05). The discrimination of eGFR at the cut-off value of 84.80 mL/min/1.73 m2 or UACR at 15.5mg/g with the largest Youden’s index was further confirmed in the validation cohort. The decrease rate of eGFR was faster in patients with UACR ≥15.5mg/g (P <0.05). Furthermore, the decrease rate of eGFR or increase rate of UACR and the incidence and severity of cardiovascular disease (CVD) were higher in patients with eGFR ≤84.8 mL/min/1.73 m(2) or UACR ≥15.5mg/g (P <0.05). CONCLUSIONS: In conclusion, eGFR ≤84.8mL/min/1.73 m(2) or UACR ≥15.5mg/g in the normal range may be an effective cut-off value for DKD and may increase the incidence and severity for CVD in type 2 diabetic patients. |
format | Online Article Text |
id | pubmed-9791215 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97912152022-12-27 Establishment and validation of the cut-off values of estimated glomerular filtration rate and urinary albumin-to-creatinine ratio for diabetic kidney disease: A multi-center, prospective cohort study Gao, Zhongai Zhu, Yanjuan Sun, Xiaoyue Zhu, Hong Jiang, Wenhui Sun, Mengdi Wang, Jingyu Liu, Le Zheng, Hui Qin, Yongzhang Zhang, Shuang Yang, Yanhui Xu, Jie Yang, Juhong Shan, Chunyan Chang, Baocheng Front Endocrinol (Lausanne) Endocrinology OBJECTIVE: We aimed to study the cut-off values of estimated glomerular filtration rate (eGFR) and the urinary albumin creatinine ratio (UACR) in the normal range for diabetic kidney disease (DKD). METHODS: In this study, we conducted a retrospective, observational cohort study included 374 type 2 diabetic patients who had baseline eGFR ≥60 mL/min/1.73 m(2) and UACR <30 mg/g with up to 6 years of follow-up. The results were further validated in a multi-center, prospective cohort study. RESULTS: In the development cohort, baseline eGFR (AUC: 0.90, cut-off value: 84.8 mL/min/1.73 m(2), sensitivity: 0.80, specificity: 0.85) or UACR (AUC: 0.74, cut-off value: 15.5mg/g, sensitivity: 0.69, specificity: 0.63) was the most effective single predictor for DKD. Moreover, compared with eGFR or UACR alone, the prediction model consisted of all of the independent risk factors did not improve the predictive performance (P >0.05). The discrimination of eGFR at the cut-off value of 84.80 mL/min/1.73 m2 or UACR at 15.5mg/g with the largest Youden’s index was further confirmed in the validation cohort. The decrease rate of eGFR was faster in patients with UACR ≥15.5mg/g (P <0.05). Furthermore, the decrease rate of eGFR or increase rate of UACR and the incidence and severity of cardiovascular disease (CVD) were higher in patients with eGFR ≤84.8 mL/min/1.73 m(2) or UACR ≥15.5mg/g (P <0.05). CONCLUSIONS: In conclusion, eGFR ≤84.8mL/min/1.73 m(2) or UACR ≥15.5mg/g in the normal range may be an effective cut-off value for DKD and may increase the incidence and severity for CVD in type 2 diabetic patients. Frontiers Media S.A. 2022-12-12 /pmc/articles/PMC9791215/ /pubmed/36578951 http://dx.doi.org/10.3389/fendo.2022.1064665 Text en Copyright © 2022 Gao, Zhu, Sun, Zhu, Jiang, Sun, Wang, Liu, Zheng, Qin, Zhang, Yang, Xu, Yang, Shan and Chang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Gao, Zhongai Zhu, Yanjuan Sun, Xiaoyue Zhu, Hong Jiang, Wenhui Sun, Mengdi Wang, Jingyu Liu, Le Zheng, Hui Qin, Yongzhang Zhang, Shuang Yang, Yanhui Xu, Jie Yang, Juhong Shan, Chunyan Chang, Baocheng Establishment and validation of the cut-off values of estimated glomerular filtration rate and urinary albumin-to-creatinine ratio for diabetic kidney disease: A multi-center, prospective cohort study |
title | Establishment and validation of the cut-off values of estimated glomerular filtration rate and urinary albumin-to-creatinine ratio for diabetic kidney disease: A multi-center, prospective cohort study |
title_full | Establishment and validation of the cut-off values of estimated glomerular filtration rate and urinary albumin-to-creatinine ratio for diabetic kidney disease: A multi-center, prospective cohort study |
title_fullStr | Establishment and validation of the cut-off values of estimated glomerular filtration rate and urinary albumin-to-creatinine ratio for diabetic kidney disease: A multi-center, prospective cohort study |
title_full_unstemmed | Establishment and validation of the cut-off values of estimated glomerular filtration rate and urinary albumin-to-creatinine ratio for diabetic kidney disease: A multi-center, prospective cohort study |
title_short | Establishment and validation of the cut-off values of estimated glomerular filtration rate and urinary albumin-to-creatinine ratio for diabetic kidney disease: A multi-center, prospective cohort study |
title_sort | establishment and validation of the cut-off values of estimated glomerular filtration rate and urinary albumin-to-creatinine ratio for diabetic kidney disease: a multi-center, prospective cohort study |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9791215/ https://www.ncbi.nlm.nih.gov/pubmed/36578951 http://dx.doi.org/10.3389/fendo.2022.1064665 |
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