Visit‐to‐visit variability in albuminuria predicts renal function deterioration in patients with type 2 diabetes

Aims/Introduction We aimed to study the predictive ability of visit‐to‐visit variability in albuminuria for changes in renal function in patients with type 2 diabetes mellitus. Materials and Methods The cohort study was carried out in a single medical center. In the model development cohort of 1008...

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Published inJournal of diabetes investigation Vol. 13; no. 6; pp. 1021 - 1029
Main Authors Lin, Chih‐Hung, Lai, Ying‐Chuen, Chang, Tien‐Jyun, Jiang, Yi‐Der, Chang, Yi‐Cheng, Chuang, Lee‐Ming
Format Journal Article
LanguageEnglish
Published Japan John Wiley & Sons, Inc 01.06.2022
John Wiley and Sons Inc
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Abstract Aims/Introduction We aimed to study the predictive ability of visit‐to‐visit variability in albuminuria for changes in renal function in patients with type 2 diabetes mellitus. Materials and Methods The cohort study was carried out in a single medical center. In the model development cohort of 1008 subjects, we developed the albuminuria variability score (AVS) to evaluate the visit‐to‐visit variability in albuminuria, which was the percentage of the number of changes in the urine albumin : creatinine ratio ≥3.39 mg/mmol among all visit‐to‐visit urine albumin : creatinine ratio differences within an individual. Multivariate logistic regression was applied to predict the influence of AVS levels on the occurrence of study end‐points. In another independent validation cohort of 310 participants, survival analysis was carried out to evaluate the ability of AVS in predicting the study end‐point. Results In the model development cohort, a higher AVS was associated with higher adjusted odds of having a declined or rapidly declined estimated glomerular filtration rate (eGFR) trajectory (1.84, 95% confidence interval 1.23–2.76 and 5.70, 95% confidence interval 2.28–14.25, respectively), a resultant eGFR <60 mL/min/1.73 m2 (2.61, 95% confidence interval 1.63–4.16) and a >40% decline in eGFR from baseline (6.44, 95% confidence interval 2.15–19.26). In the validation cohort, a higher AVS independently predicted a 5‐year decrease of >40% in eGFR to <60 mL/min/1.73 m2 (adjusted hazard ratio 3.33, 95% confidence interval 1.10–10.05). Integrated discrimination index and concordance statistics showed that AVS significantly improved the predictive ability of the models. Conclusions Visit‐to‐visit variability in albuminuria can independently predict long‐term renal function deterioration in patients with type 2 diabetes mellitus. Further investigations are warranted to elucidate the potential clinical applications. The clinical importance of visit‐to‐visit variability in albuminuria is not clear. We developed a simple system named the albuminuria variability score to describe such variability. A high albuminuria variability score predicts 5‐year renal function deterioration in patients with type 2 diabetes.
AbstractList The clinical importance of visit‐to‐visit variability in albuminuria is not clear. We developed a simple system named the albuminuria variability score to describe such variability. A high albuminuria variability score predicts 5‐year renal function deterioration in patients with type 2 diabetes.
Aims/Introduction We aimed to study the predictive ability of visit‐to‐visit variability in albuminuria for changes in renal function in patients with type 2 diabetes mellitus. Materials and Methods The cohort study was carried out in a single medical center. In the model development cohort of 1008 subjects, we developed the albuminuria variability score (AVS) to evaluate the visit‐to‐visit variability in albuminuria, which was the percentage of the number of changes in the urine albumin : creatinine ratio ≥3.39 mg/mmol among all visit‐to‐visit urine albumin : creatinine ratio differences within an individual. Multivariate logistic regression was applied to predict the influence of AVS levels on the occurrence of study end‐points. In another independent validation cohort of 310 participants, survival analysis was carried out to evaluate the ability of AVS in predicting the study end‐point. Results In the model development cohort, a higher AVS was associated with higher adjusted odds of having a declined or rapidly declined estimated glomerular filtration rate (eGFR) trajectory (1.84, 95% confidence interval 1.23–2.76 and 5.70, 95% confidence interval 2.28–14.25, respectively), a resultant eGFR <60 mL/min/1.73 m2 (2.61, 95% confidence interval 1.63–4.16) and a >40% decline in eGFR from baseline (6.44, 95% confidence interval 2.15–19.26). In the validation cohort, a higher AVS independently predicted a 5‐year decrease of >40% in eGFR to <60 mL/min/1.73 m2 (adjusted hazard ratio 3.33, 95% confidence interval 1.10–10.05). Integrated discrimination index and concordance statistics showed that AVS significantly improved the predictive ability of the models. Conclusions Visit‐to‐visit variability in albuminuria can independently predict long‐term renal function deterioration in patients with type 2 diabetes mellitus. Further investigations are warranted to elucidate the potential clinical applications. The clinical importance of visit‐to‐visit variability in albuminuria is not clear. We developed a simple system named the albuminuria variability score to describe such variability. A high albuminuria variability score predicts 5‐year renal function deterioration in patients with type 2 diabetes.
Abstract Aims/Introduction We aimed to study the predictive ability of visit‐to‐visit variability in albuminuria for changes in renal function in patients with type 2 diabetes mellitus. Materials and Methods The cohort study was carried out in a single medical center. In the model development cohort of 1008 subjects, we developed the albuminuria variability score (AVS) to evaluate the visit‐to‐visit variability in albuminuria, which was the percentage of the number of changes in the urine albumin : creatinine ratio ≥3.39 mg/mmol among all visit‐to‐visit urine albumin : creatinine ratio differences within an individual. Multivariate logistic regression was applied to predict the influence of AVS levels on the occurrence of study end‐points. In another independent validation cohort of 310 participants, survival analysis was carried out to evaluate the ability of AVS in predicting the study end‐point. Results In the model development cohort, a higher AVS was associated with higher adjusted odds of having a declined or rapidly declined estimated glomerular filtration rate (eGFR) trajectory (1.84, 95% confidence interval 1.23–2.76 and 5.70, 95% confidence interval 2.28–14.25, respectively), a resultant eGFR <60 mL/min/1.73 m2 (2.61, 95% confidence interval 1.63–4.16) and a >40% decline in eGFR from baseline (6.44, 95% confidence interval 2.15–19.26). In the validation cohort, a higher AVS independently predicted a 5‐year decrease of >40% in eGFR to <60 mL/min/1.73 m2 (adjusted hazard ratio 3.33, 95% confidence interval 1.10–10.05). Integrated discrimination index and concordance statistics showed that AVS significantly improved the predictive ability of the models. Conclusions Visit‐to‐visit variability in albuminuria can independently predict long‐term renal function deterioration in patients with type 2 diabetes mellitus. Further investigations are warranted to elucidate the potential clinical applications.
We aimed to study the predictive ability of visit-to-visit variability in albuminuria for changes in renal function in patients with type 2 diabetes mellitus. The cohort study was carried out in a single medical center. In the model development cohort of 1008 subjects, we developed the albuminuria variability score (AVS) to evaluate the visit-to-visit variability in albuminuria, which was the percentage of the number of changes in the urine albumin : creatinine ratio ≥3.39 mg/mmol among all visit-to-visit urine albumin : creatinine ratio differences within an individual. Multivariate logistic regression was applied to predict the influence of AVS levels on the occurrence of study end-points. In another independent validation cohort of 310 participants, survival analysis was carried out to evaluate the ability of AVS in predicting the study end-point. In the model development cohort, a higher AVS was associated with higher adjusted odds of having a declined or rapidly declined estimated glomerular filtration rate (eGFR) trajectory (1.84, 95% confidence interval 1.23-2.76 and 5.70, 95% confidence interval 2.28-14.25, respectively), a resultant eGFR <60 mL/min/1.73 m (2.61, 95% confidence interval 1.63-4.16) and a >40% decline in eGFR from baseline (6.44, 95% confidence interval 2.15-19.26). In the validation cohort, a higher AVS independently predicted a 5-year decrease of >40% in eGFR to <60 mL/min/1.73 m (adjusted hazard ratio 3.33, 95% confidence interval 1.10-10.05). Integrated discrimination index and concordance statistics showed that AVS significantly improved the predictive ability of the models. Visit-to-visit variability in albuminuria can independently predict long-term renal function deterioration in patients with type 2 diabetes mellitus. Further investigations are warranted to elucidate the potential clinical applications.
We aimed to study the predictive ability of visit-to-visit variability in albuminuria for changes in renal function in patients with type 2 diabetes mellitus.AIMS/INTRODUCTIONWe aimed to study the predictive ability of visit-to-visit variability in albuminuria for changes in renal function in patients with type 2 diabetes mellitus.The cohort study was carried out in a single medical center. In the model development cohort of 1008 subjects, we developed the albuminuria variability score (AVS) to evaluate the visit-to-visit variability in albuminuria, which was the percentage of the number of changes in the urine albumin : creatinine ratio ≥3.39 mg/mmol among all visit-to-visit urine albumin : creatinine ratio differences within an individual. Multivariate logistic regression was applied to predict the influence of AVS levels on the occurrence of study end-points. In another independent validation cohort of 310 participants, survival analysis was carried out to evaluate the ability of AVS in predicting the study end-point.MATERIALS AND METHODSThe cohort study was carried out in a single medical center. In the model development cohort of 1008 subjects, we developed the albuminuria variability score (AVS) to evaluate the visit-to-visit variability in albuminuria, which was the percentage of the number of changes in the urine albumin : creatinine ratio ≥3.39 mg/mmol among all visit-to-visit urine albumin : creatinine ratio differences within an individual. Multivariate logistic regression was applied to predict the influence of AVS levels on the occurrence of study end-points. In another independent validation cohort of 310 participants, survival analysis was carried out to evaluate the ability of AVS in predicting the study end-point.In the model development cohort, a higher AVS was associated with higher adjusted odds of having a declined or rapidly declined estimated glomerular filtration rate (eGFR) trajectory (1.84, 95% confidence interval 1.23-2.76 and 5.70, 95% confidence interval 2.28-14.25, respectively), a resultant eGFR <60 mL/min/1.73 m2 (2.61, 95% confidence interval 1.63-4.16) and a >40% decline in eGFR from baseline (6.44, 95% confidence interval 2.15-19.26). In the validation cohort, a higher AVS independently predicted a 5-year decrease of >40% in eGFR to <60 mL/min/1.73 m2 (adjusted hazard ratio 3.33, 95% confidence interval 1.10-10.05). Integrated discrimination index and concordance statistics showed that AVS significantly improved the predictive ability of the models.RESULTSIn the model development cohort, a higher AVS was associated with higher adjusted odds of having a declined or rapidly declined estimated glomerular filtration rate (eGFR) trajectory (1.84, 95% confidence interval 1.23-2.76 and 5.70, 95% confidence interval 2.28-14.25, respectively), a resultant eGFR <60 mL/min/1.73 m2 (2.61, 95% confidence interval 1.63-4.16) and a >40% decline in eGFR from baseline (6.44, 95% confidence interval 2.15-19.26). In the validation cohort, a higher AVS independently predicted a 5-year decrease of >40% in eGFR to <60 mL/min/1.73 m2 (adjusted hazard ratio 3.33, 95% confidence interval 1.10-10.05). Integrated discrimination index and concordance statistics showed that AVS significantly improved the predictive ability of the models.Visit-to-visit variability in albuminuria can independently predict long-term renal function deterioration in patients with type 2 diabetes mellitus. Further investigations are warranted to elucidate the potential clinical applications.CONCLUSIONSVisit-to-visit variability in albuminuria can independently predict long-term renal function deterioration in patients with type 2 diabetes mellitus. Further investigations are warranted to elucidate the potential clinical applications.
Aims/IntroductionWe aimed to study the predictive ability of visit‐to‐visit variability in albuminuria for changes in renal function in patients with type 2 diabetes mellitus.Materials and MethodsThe cohort study was carried out in a single medical center. In the model development cohort of 1008 subjects, we developed the albuminuria variability score (AVS) to evaluate the visit‐to‐visit variability in albuminuria, which was the percentage of the number of changes in the urine albumin : creatinine ratio ≥3.39 mg/mmol among all visit‐to‐visit urine albumin : creatinine ratio differences within an individual. Multivariate logistic regression was applied to predict the influence of AVS levels on the occurrence of study end‐points. In another independent validation cohort of 310 participants, survival analysis was carried out to evaluate the ability of AVS in predicting the study end‐point.ResultsIn the model development cohort, a higher AVS was associated with higher adjusted odds of having a declined or rapidly declined estimated glomerular filtration rate (eGFR) trajectory (1.84, 95% confidence interval 1.23–2.76 and 5.70, 95% confidence interval 2.28–14.25, respectively), a resultant eGFR <60 mL/min/1.73 m2 (2.61, 95% confidence interval 1.63–4.16) and a >40% decline in eGFR from baseline (6.44, 95% confidence interval 2.15–19.26). In the validation cohort, a higher AVS independently predicted a 5‐year decrease of >40% in eGFR to <60 mL/min/1.73 m2 (adjusted hazard ratio 3.33, 95% confidence interval 1.10–10.05). Integrated discrimination index and concordance statistics showed that AVS significantly improved the predictive ability of the models.ConclusionsVisit‐to‐visit variability in albuminuria can independently predict long‐term renal function deterioration in patients with type 2 diabetes mellitus. Further investigations are warranted to elucidate the potential clinical applications.
Author Chuang, Lee‐Ming
Lin, Chih‐Hung
Jiang, Yi‐Der
Chang, Yi‐Cheng
Lai, Ying‐Chuen
Chang, Tien‐Jyun
AuthorAffiliation 5 Institute of Preventive Medicine College of Public Health National Taiwan University Taipei Taiwan
3 Graduate Institute of Genomics and Proteomics College of Medicine National Taiwan University Taipei Taiwan
1 63205 Department of Internal Medicine National Taiwan University Hospital Taipei Taiwan
2 Graduate Institute of Clinical Medicine College of Medicine National Taiwan University Taipei Taiwan
4 38017 Institute of Biomedical Sciences Academia Sinica Taipei Taiwan
AuthorAffiliation_xml – name: 4 38017 Institute of Biomedical Sciences Academia Sinica Taipei Taiwan
– name: 5 Institute of Preventive Medicine College of Public Health National Taiwan University Taipei Taiwan
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– name: 1 63205 Department of Internal Medicine National Taiwan University Hospital Taipei Taiwan
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Keywords Visit-to-visit variability
Type 2 diabetes
Albuminuria
Language English
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Snippet Aims/Introduction We aimed to study the predictive ability of visit‐to‐visit variability in albuminuria for changes in renal function in patients with type 2...
We aimed to study the predictive ability of visit-to-visit variability in albuminuria for changes in renal function in patients with type 2 diabetes mellitus....
Aims/IntroductionWe aimed to study the predictive ability of visit‐to‐visit variability in albuminuria for changes in renal function in patients with type 2...
We aimed to study the predictive ability of visit-to-visit variability in albuminuria for changes in renal function in patients with type 2 diabetes...
The clinical importance of visit‐to‐visit variability in albuminuria is not clear. We developed a simple system named the albuminuria variability score to...
Abstract Aims/Introduction We aimed to study the predictive ability of visit‐to‐visit variability in albuminuria for changes in renal function in patients with...
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StartPage 1021
SubjectTerms Albumin
Albuminuria
Blood pressure
Collaboration
Creatinine
Diabetes
Diabetes mellitus (non-insulin dependent)
Epidemiology
Epidermal growth factor receptors
Glomerular filtration rate
Kidney diseases
Original
Patients
Renal function
Statistical analysis
Type 2 diabetes
Urine
Variability
Visit‐to‐visit variability
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Title Visit‐to‐visit variability in albuminuria predicts renal function deterioration in patients with type 2 diabetes
URI https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fjdi.13761
https://www.ncbi.nlm.nih.gov/pubmed/35100497
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https://pubmed.ncbi.nlm.nih.gov/PMC9153848
https://doaj.org/article/244d3176669f4290945a24caf5b94e26
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