Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Kietsiriroje, Noppadol, Pearson, Sam M, O’Mahoney, Lauren L, West, Daniel J, Ariëns, Robert AS, Ajjan, Ramzi A, Campbell, Matthew D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
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
_version_ 1784721098730897408
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
work_keys_str_mv AT kietsirirojenoppadol glucosevariabilityisassociatedwithanadversevascularprofilebutonlyinthepresenceofinsulinresistanceinindividualswithtype1diabetesanobservationalstudy
AT pearsonsamm glucosevariabilityisassociatedwithanadversevascularprofilebutonlyinthepresenceofinsulinresistanceinindividualswithtype1diabetesanobservationalstudy
AT omahoneylaurenl glucosevariabilityisassociatedwithanadversevascularprofilebutonlyinthepresenceofinsulinresistanceinindividualswithtype1diabetesanobservationalstudy
AT westdanielj glucosevariabilityisassociatedwithanadversevascularprofilebutonlyinthepresenceofinsulinresistanceinindividualswithtype1diabetesanobservationalstudy
AT ariensrobertas glucosevariabilityisassociatedwithanadversevascularprofilebutonlyinthepresenceofinsulinresistanceinindividualswithtype1diabetesanobservationalstudy
AT ajjanramzia glucosevariabilityisassociatedwithanadversevascularprofilebutonlyinthepresenceofinsulinresistanceinindividualswithtype1diabetesanobservationalstudy
AT campbellmatthewd glucosevariabilityisassociatedwithanadversevascularprofilebutonlyinthepresenceofinsulinresistanceinindividualswithtype1diabetesanobservationalstudy