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Glucose variability is associated with an adverse vascular profile but only in the presence of insulin resistance in individuals with type 1 diabetes: An observational study
AIMS/HYPOTHESIS: We hypothesised that the detrimental effect of high glucose variability (GV) in people with type 1 diabetes is mainly evident in those with concomitant insulin resistance. METHODS: We conducted secondary analyses on continuous glucose monitoring (CGM) using baseline observational da...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9168893/ https://www.ncbi.nlm.nih.gov/pubmed/35657731 http://dx.doi.org/10.1177/14791641221103217 |
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author | Kietsiriroje, Noppadol Pearson, Sam M O’Mahoney, Lauren L West, Daniel J Ariëns, Robert AS Ajjan, Ramzi A Campbell, Matthew D |
author_facet | Kietsiriroje, Noppadol Pearson, Sam M O’Mahoney, Lauren L West, Daniel J Ariëns, Robert AS Ajjan, Ramzi A Campbell, Matthew D |
author_sort | Kietsiriroje, Noppadol |
collection | PubMed |
description | AIMS/HYPOTHESIS: We hypothesised that the detrimental effect of high glucose variability (GV) in people with type 1 diabetes is mainly evident in those with concomitant insulin resistance. METHODS: We conducted secondary analyses on continuous glucose monitoring (CGM) using baseline observational data from three randomised controlled trials and assessed the relationship with established vascular markers. We used standard CGM summary statistics and principal component analysis to generate individual glucose variability signatures for each participant. Cluster analysis was then employed to establish three GV clusters (low, intermediate, or high GV, respectively). The relationship with thrombotic biomarkers was then investigated according to insulin resistance, assessed as estimated glucose disposal rate (eGDR). RESULTS: Of 107 patients, 45%, 37%, and 18% of patients were assigned into low, intermediate, and high GV clusters, respectively. Thrombosis biomarkers (including fibrinogen, plasminogen activator inhibitor-1, tissue factor activity, and tumour necrosis factor-alpha) increased in a stepwise fashion across all three GV clusters; this increase in thrombosis markers was evident in the presence of low but not high eGDR and at a threshold of eGDR <5.1 mg/kg/min. CONCLUSION: Higher GV is associated with increased thrombotic biomarkers in type 1 diabetes but only in those with concomitant insulin resistance. |
format | Online Article Text |
id | pubmed-9168893 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-91688932022-06-07 Glucose variability is associated with an adverse vascular profile but only in the presence of insulin resistance in individuals with type 1 diabetes: An observational study Kietsiriroje, Noppadol Pearson, Sam M O’Mahoney, Lauren L West, Daniel J Ariëns, Robert AS Ajjan, Ramzi A Campbell, Matthew D Diab Vasc Dis Res Brief Report AIMS/HYPOTHESIS: We hypothesised that the detrimental effect of high glucose variability (GV) in people with type 1 diabetes is mainly evident in those with concomitant insulin resistance. METHODS: We conducted secondary analyses on continuous glucose monitoring (CGM) using baseline observational data from three randomised controlled trials and assessed the relationship with established vascular markers. We used standard CGM summary statistics and principal component analysis to generate individual glucose variability signatures for each participant. Cluster analysis was then employed to establish three GV clusters (low, intermediate, or high GV, respectively). The relationship with thrombotic biomarkers was then investigated according to insulin resistance, assessed as estimated glucose disposal rate (eGDR). RESULTS: Of 107 patients, 45%, 37%, and 18% of patients were assigned into low, intermediate, and high GV clusters, respectively. Thrombosis biomarkers (including fibrinogen, plasminogen activator inhibitor-1, tissue factor activity, and tumour necrosis factor-alpha) increased in a stepwise fashion across all three GV clusters; this increase in thrombosis markers was evident in the presence of low but not high eGDR and at a threshold of eGDR <5.1 mg/kg/min. CONCLUSION: Higher GV is associated with increased thrombotic biomarkers in type 1 diabetes but only in those with concomitant insulin resistance. SAGE Publications 2022-06-03 /pmc/articles/PMC9168893/ /pubmed/35657731 http://dx.doi.org/10.1177/14791641221103217 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Brief Report Kietsiriroje, Noppadol Pearson, Sam M O’Mahoney, Lauren L West, Daniel J Ariëns, Robert AS Ajjan, Ramzi A Campbell, Matthew D Glucose variability is associated with an adverse vascular profile but only in the presence of insulin resistance in individuals with type 1 diabetes: An observational study |
title | Glucose variability is associated with an adverse vascular profile but only
in the presence of insulin resistance in individuals with type 1 diabetes: An
observational study |
title_full | Glucose variability is associated with an adverse vascular profile but only
in the presence of insulin resistance in individuals with type 1 diabetes: An
observational study |
title_fullStr | Glucose variability is associated with an adverse vascular profile but only
in the presence of insulin resistance in individuals with type 1 diabetes: An
observational study |
title_full_unstemmed | Glucose variability is associated with an adverse vascular profile but only
in the presence of insulin resistance in individuals with type 1 diabetes: An
observational study |
title_short | Glucose variability is associated with an adverse vascular profile but only
in the presence of insulin resistance in individuals with type 1 diabetes: An
observational study |
title_sort | glucose variability is associated with an adverse vascular profile but only
in the presence of insulin resistance in individuals with type 1 diabetes: an
observational study |
topic | Brief Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9168893/ https://www.ncbi.nlm.nih.gov/pubmed/35657731 http://dx.doi.org/10.1177/14791641221103217 |
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