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Predictive Ability of Visit-to-Visit Variability of HbA1c Measurements for the Development of Diabetic Kidney Disease: A Retrospective Longitudinal Observational Study
AIMS: This study is aimed at clarifying the relationship between visit-to-visit variability of glycated hemoglobin (HbA1c) and the risk of diabetic kidney disease (DKD) and to identifying the most useful index of visit-to-visit variability of HbA1c. METHODS: This clinic-based retrospective longitudi...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8800606/ https://www.ncbi.nlm.nih.gov/pubmed/35103243 http://dx.doi.org/10.1155/2022/6934188 |
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author | Yan, Yunyi Kondo, Nozomi Oniki, Kentaro Watanabe, Hiroshi Imafuku, Tadashi Sakamoto, Yuki Shigaki, Takuro Maruyama, Akari Nakazawa, Hitomi Kaneko, Tetsuya Morita, Ayami Yoshida, Akira Maeda, Hitoshi Maruyama, Toru Jinnouchi, Hideaki Saruwatari, Junji |
author_facet | Yan, Yunyi Kondo, Nozomi Oniki, Kentaro Watanabe, Hiroshi Imafuku, Tadashi Sakamoto, Yuki Shigaki, Takuro Maruyama, Akari Nakazawa, Hitomi Kaneko, Tetsuya Morita, Ayami Yoshida, Akira Maeda, Hitoshi Maruyama, Toru Jinnouchi, Hideaki Saruwatari, Junji |
author_sort | Yan, Yunyi |
collection | PubMed |
description | AIMS: This study is aimed at clarifying the relationship between visit-to-visit variability of glycated hemoglobin (HbA1c) and the risk of diabetic kidney disease (DKD) and to identifying the most useful index of visit-to-visit variability of HbA1c. METHODS: This clinic-based retrospective longitudinal study included 699 Japanese type 2 diabetes mellitus patients. Visit-to-visit variability of HbA1c was calculated as the internal standard deviation of HbA1c (HbA1c-SD), the coefficient of variation of HbA1c (HbA1c-CV), the HbA1c change score (HbA1c-HVS), and the area under the HbA1c curve (HbA1c-AUC) with 3-year serial HbA1c measurement data, and the associations between these indices and the development/progression of DKD were examined. RESULTS: Cox proportional hazards models showed that the HbA1c-SD and HbA1c-AUC were associated with the incidence of microalbuminuria, independently of the HbA1c level. These results were verified and replicated in propensity score (PS) matching and bootstrap analyses. Moreover, the HbA1c-SD and HbA1c-AUC were also associated with oxidized human serum albumin (HSA), an oxidative stress marker. CONCLUSIONS: Visit-to-visit variability of HbA1c was an independent risk factor of microalbuminuria in association with oxidative stress among type 2 diabetes mellitus patients. HbA1c-AUC, a novel index of HbA1c variability, may be a potent prognostic indicator in predicting the risk of microalbuminuria. |
format | Online Article Text |
id | pubmed-8800606 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-88006062022-01-30 Predictive Ability of Visit-to-Visit Variability of HbA1c Measurements for the Development of Diabetic Kidney Disease: A Retrospective Longitudinal Observational Study Yan, Yunyi Kondo, Nozomi Oniki, Kentaro Watanabe, Hiroshi Imafuku, Tadashi Sakamoto, Yuki Shigaki, Takuro Maruyama, Akari Nakazawa, Hitomi Kaneko, Tetsuya Morita, Ayami Yoshida, Akira Maeda, Hitoshi Maruyama, Toru Jinnouchi, Hideaki Saruwatari, Junji J Diabetes Res Research Article AIMS: This study is aimed at clarifying the relationship between visit-to-visit variability of glycated hemoglobin (HbA1c) and the risk of diabetic kidney disease (DKD) and to identifying the most useful index of visit-to-visit variability of HbA1c. METHODS: This clinic-based retrospective longitudinal study included 699 Japanese type 2 diabetes mellitus patients. Visit-to-visit variability of HbA1c was calculated as the internal standard deviation of HbA1c (HbA1c-SD), the coefficient of variation of HbA1c (HbA1c-CV), the HbA1c change score (HbA1c-HVS), and the area under the HbA1c curve (HbA1c-AUC) with 3-year serial HbA1c measurement data, and the associations between these indices and the development/progression of DKD were examined. RESULTS: Cox proportional hazards models showed that the HbA1c-SD and HbA1c-AUC were associated with the incidence of microalbuminuria, independently of the HbA1c level. These results were verified and replicated in propensity score (PS) matching and bootstrap analyses. Moreover, the HbA1c-SD and HbA1c-AUC were also associated with oxidized human serum albumin (HSA), an oxidative stress marker. CONCLUSIONS: Visit-to-visit variability of HbA1c was an independent risk factor of microalbuminuria in association with oxidative stress among type 2 diabetes mellitus patients. HbA1c-AUC, a novel index of HbA1c variability, may be a potent prognostic indicator in predicting the risk of microalbuminuria. Hindawi 2022-01-22 /pmc/articles/PMC8800606/ /pubmed/35103243 http://dx.doi.org/10.1155/2022/6934188 Text en Copyright © 2022 Yunyi Yan et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Yan, Yunyi Kondo, Nozomi Oniki, Kentaro Watanabe, Hiroshi Imafuku, Tadashi Sakamoto, Yuki Shigaki, Takuro Maruyama, Akari Nakazawa, Hitomi Kaneko, Tetsuya Morita, Ayami Yoshida, Akira Maeda, Hitoshi Maruyama, Toru Jinnouchi, Hideaki Saruwatari, Junji Predictive Ability of Visit-to-Visit Variability of HbA1c Measurements for the Development of Diabetic Kidney Disease: A Retrospective Longitudinal Observational Study |
title | Predictive Ability of Visit-to-Visit Variability of HbA1c Measurements for the Development of Diabetic Kidney Disease: A Retrospective Longitudinal Observational Study |
title_full | Predictive Ability of Visit-to-Visit Variability of HbA1c Measurements for the Development of Diabetic Kidney Disease: A Retrospective Longitudinal Observational Study |
title_fullStr | Predictive Ability of Visit-to-Visit Variability of HbA1c Measurements for the Development of Diabetic Kidney Disease: A Retrospective Longitudinal Observational Study |
title_full_unstemmed | Predictive Ability of Visit-to-Visit Variability of HbA1c Measurements for the Development of Diabetic Kidney Disease: A Retrospective Longitudinal Observational Study |
title_short | Predictive Ability of Visit-to-Visit Variability of HbA1c Measurements for the Development of Diabetic Kidney Disease: A Retrospective Longitudinal Observational Study |
title_sort | predictive ability of visit-to-visit variability of hba1c measurements for the development of diabetic kidney disease: a retrospective longitudinal observational study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8800606/ https://www.ncbi.nlm.nih.gov/pubmed/35103243 http://dx.doi.org/10.1155/2022/6934188 |
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