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Higher glucose fluctuation is associated with a higher risk of cardiovascular disease: Insights from pooled results among patients with diabetes
BACKGROUND: The relationship between glucose fluctuation and the risk of cardiovascular disease (CVD) in patients with diabetes remains elusive. Glycated hemoglobin (HbA1c) variability is a key parameter of glucose fluctuation. METHODS: PubMed, Cochrane Library, Web of Science, and Embase were searc...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wiley Publishing Asia Pty Ltd
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10172020/ https://www.ncbi.nlm.nih.gov/pubmed/37070713 http://dx.doi.org/10.1111/1753-0407.13386 |
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author | Li, Feng Zhang, Lei Shen, Yun Liu, Huan‐Huan Zhang, Zhen‐Ye Hu, Gang Wang, Ru‐Xing |
author_facet | Li, Feng Zhang, Lei Shen, Yun Liu, Huan‐Huan Zhang, Zhen‐Ye Hu, Gang Wang, Ru‐Xing |
author_sort | Li, Feng |
collection | PubMed |
description | BACKGROUND: The relationship between glucose fluctuation and the risk of cardiovascular disease (CVD) in patients with diabetes remains elusive. Glycated hemoglobin (HbA1c) variability is a key parameter of glucose fluctuation. METHODS: PubMed, Cochrane Library, Web of Science, and Embase were searched up to 1 July 2022. Studies reporting associations of HbA1c variability (HbA1c‐SD), coefficient of variation of HbA1c (HbA1c‐CV), and HbA1c variability score [HVS] with the risk of CVD among patients with diabetes were included. We used three different insights (a high‐low value meta‐analysis, a study‐specific meta‐analysis, and a non‐linear dose–response meta‐analysis) to explore the relationship between HbA1c variability and CVD risk. A subgroup analysis was also performed to screen the potential confounding factors. RESULTS: A total of 14 studies with 254 017 patients with diabetes were eligible. The highest HbA1c variability was significantly associated with increased risks of CVD (HbA1c‐SD, risk ratio [RR] 1.45; HbA1c‐CV, RR 1.74; HVS, RR 2.46; all p < .001) compared to the lowest HbA1c variability. The RRs of CVD for per HbA1c variability were significantly >1 (all p < .001). The subgroup analysis for per HbA1c‐SD found a significant exposure‐covariate interaction in the types of diabetes (p = .003 for interaction). The dose–response analysis showed a positive association between HbA1c‐CV and CVD risk (P for nonlinearity <.001). CONCLUSIONS: Our study suggests that the higher glucose fluctuation is significantly associated with the higher CVD risk in diabetes patients based on HbA1c variability. The CVD risk associated with per HbA1c‐SD might be higher among patients type 1 diabetes than patients with type 2 diabetes. |
format | Online Article Text |
id | pubmed-10172020 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Wiley Publishing Asia Pty Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-101720202023-05-12 Higher glucose fluctuation is associated with a higher risk of cardiovascular disease: Insights from pooled results among patients with diabetes Li, Feng Zhang, Lei Shen, Yun Liu, Huan‐Huan Zhang, Zhen‐Ye Hu, Gang Wang, Ru‐Xing J Diabetes Editor's Recommendation BACKGROUND: The relationship between glucose fluctuation and the risk of cardiovascular disease (CVD) in patients with diabetes remains elusive. Glycated hemoglobin (HbA1c) variability is a key parameter of glucose fluctuation. METHODS: PubMed, Cochrane Library, Web of Science, and Embase were searched up to 1 July 2022. Studies reporting associations of HbA1c variability (HbA1c‐SD), coefficient of variation of HbA1c (HbA1c‐CV), and HbA1c variability score [HVS] with the risk of CVD among patients with diabetes were included. We used three different insights (a high‐low value meta‐analysis, a study‐specific meta‐analysis, and a non‐linear dose–response meta‐analysis) to explore the relationship between HbA1c variability and CVD risk. A subgroup analysis was also performed to screen the potential confounding factors. RESULTS: A total of 14 studies with 254 017 patients with diabetes were eligible. The highest HbA1c variability was significantly associated with increased risks of CVD (HbA1c‐SD, risk ratio [RR] 1.45; HbA1c‐CV, RR 1.74; HVS, RR 2.46; all p < .001) compared to the lowest HbA1c variability. The RRs of CVD for per HbA1c variability were significantly >1 (all p < .001). The subgroup analysis for per HbA1c‐SD found a significant exposure‐covariate interaction in the types of diabetes (p = .003 for interaction). The dose–response analysis showed a positive association between HbA1c‐CV and CVD risk (P for nonlinearity <.001). CONCLUSIONS: Our study suggests that the higher glucose fluctuation is significantly associated with the higher CVD risk in diabetes patients based on HbA1c variability. The CVD risk associated with per HbA1c‐SD might be higher among patients type 1 diabetes than patients with type 2 diabetes. Wiley Publishing Asia Pty Ltd 2023-04-18 /pmc/articles/PMC10172020/ /pubmed/37070713 http://dx.doi.org/10.1111/1753-0407.13386 Text en © 2023 The Authors. Journal of Diabetes published by Ruijin Hospital, Shanghai Jiaotong University School of Medicine and John Wiley & Sons Australia, Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Editor's Recommendation Li, Feng Zhang, Lei Shen, Yun Liu, Huan‐Huan Zhang, Zhen‐Ye Hu, Gang Wang, Ru‐Xing Higher glucose fluctuation is associated with a higher risk of cardiovascular disease: Insights from pooled results among patients with diabetes |
title | Higher glucose fluctuation is associated with a higher risk of cardiovascular disease: Insights from pooled results among patients with diabetes |
title_full | Higher glucose fluctuation is associated with a higher risk of cardiovascular disease: Insights from pooled results among patients with diabetes |
title_fullStr | Higher glucose fluctuation is associated with a higher risk of cardiovascular disease: Insights from pooled results among patients with diabetes |
title_full_unstemmed | Higher glucose fluctuation is associated with a higher risk of cardiovascular disease: Insights from pooled results among patients with diabetes |
title_short | Higher glucose fluctuation is associated with a higher risk of cardiovascular disease: Insights from pooled results among patients with diabetes |
title_sort | higher glucose fluctuation is associated with a higher risk of cardiovascular disease: insights from pooled results among patients with diabetes |
topic | Editor's Recommendation |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10172020/ https://www.ncbi.nlm.nih.gov/pubmed/37070713 http://dx.doi.org/10.1111/1753-0407.13386 |
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