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Estimated glucose disposal rate as a candidate biomarker for thrombotic biomarkers in T1D: a pooled analysis
PURPOSE: To determine the utility of estimated glucose disposal rate (eGDR) as a candidate biomarker for thrombotic biomarkers in patients with type 1 diabetes (T1D). METHODS: We reanalysed baseline pretreatment data in a subset of patients with T1D from two previous RCTs, consisting of a panel of t...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer International Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8502148/ https://www.ncbi.nlm.nih.gov/pubmed/33730349 http://dx.doi.org/10.1007/s40618-021-01550-3 |
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author | O’Mahoney, L. L. Kietsiriroje, N. Pearson, S. West, D. J. Holmes, M. Ajjan, R. A. Campbell, M. D. |
author_facet | O’Mahoney, L. L. Kietsiriroje, N. Pearson, S. West, D. J. Holmes, M. Ajjan, R. A. Campbell, M. D. |
author_sort | O’Mahoney, L. L. |
collection | PubMed |
description | PURPOSE: To determine the utility of estimated glucose disposal rate (eGDR) as a candidate biomarker for thrombotic biomarkers in patients with type 1 diabetes (T1D). METHODS: We reanalysed baseline pretreatment data in a subset of patients with T1D from two previous RCTs, consisting of a panel of thrombotic markers, including fibrinogen, tissue factor (TF) activity, and plasminogen-activator inhibitor (PAI)-1, and TNFα, and clinical factors (age, T1D duration, HbA1c, insulin requirements, BMI, blood pressure, and eGDR). We employed univariate linear regression models to investigate associations between clinical parameters and eGDR with thrombotic biomarkers. RESULTS: Thirty-two patients were included [mean ± SD age 31 ± 7 years, HbA1c of 58 ± 9 mmol/mol (7.5 ± 0.8%), eGDR 7.73 ± 2.61]. eGDR negatively associated with fibrinogen (P < 0.001), PAI-1 concentrations (P = 0.005), and TF activity (P = 0.020), but not TNFα levels (P = 0.881). We identified 2 clusters of patients displaying significantly different characteristics; 56% (n = 18) were categorised as ‘higher-risk’, eliciting significantly higher fibrinogen (+ 1514 ± 594 μg/mL; P < 0.001), TF activity (+ 59.23 ± 9.42 pmol/mL; P < 0.001), and PAI-1 (+ 8.48 ± 1.58 pmol/dL; P < 0.001), HbA1c concentrations (+ 14.20 ± 1.04 mmol/mol; P < 0.001), age (+ 7 ± 3 years; P < 0.001), duration of diabetes (15 ± 2 years; P < 0.001), BMI (+ 7.66 ± 2.61 kg/m(2); P < 0.001), and lower mean eGDR (− 3.98 ± 1.07; P < 0.001). CONCLUSIONS: Compared to BMI and insulin requirements, classical surrogates of insulin resistance, eGDR is a suitable and superior thrombotic risk indicator in T1D. TRIAL REGISTRATION: ISRCTN4081115; registered 27 June 2017. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40618-021-01550-3. |
format | Online Article Text |
id | pubmed-8502148 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-85021482021-10-22 Estimated glucose disposal rate as a candidate biomarker for thrombotic biomarkers in T1D: a pooled analysis O’Mahoney, L. L. Kietsiriroje, N. Pearson, S. West, D. J. Holmes, M. Ajjan, R. A. Campbell, M. D. J Endocrinol Invest Original Article PURPOSE: To determine the utility of estimated glucose disposal rate (eGDR) as a candidate biomarker for thrombotic biomarkers in patients with type 1 diabetes (T1D). METHODS: We reanalysed baseline pretreatment data in a subset of patients with T1D from two previous RCTs, consisting of a panel of thrombotic markers, including fibrinogen, tissue factor (TF) activity, and plasminogen-activator inhibitor (PAI)-1, and TNFα, and clinical factors (age, T1D duration, HbA1c, insulin requirements, BMI, blood pressure, and eGDR). We employed univariate linear regression models to investigate associations between clinical parameters and eGDR with thrombotic biomarkers. RESULTS: Thirty-two patients were included [mean ± SD age 31 ± 7 years, HbA1c of 58 ± 9 mmol/mol (7.5 ± 0.8%), eGDR 7.73 ± 2.61]. eGDR negatively associated with fibrinogen (P < 0.001), PAI-1 concentrations (P = 0.005), and TF activity (P = 0.020), but not TNFα levels (P = 0.881). We identified 2 clusters of patients displaying significantly different characteristics; 56% (n = 18) were categorised as ‘higher-risk’, eliciting significantly higher fibrinogen (+ 1514 ± 594 μg/mL; P < 0.001), TF activity (+ 59.23 ± 9.42 pmol/mL; P < 0.001), and PAI-1 (+ 8.48 ± 1.58 pmol/dL; P < 0.001), HbA1c concentrations (+ 14.20 ± 1.04 mmol/mol; P < 0.001), age (+ 7 ± 3 years; P < 0.001), duration of diabetes (15 ± 2 years; P < 0.001), BMI (+ 7.66 ± 2.61 kg/m(2); P < 0.001), and lower mean eGDR (− 3.98 ± 1.07; P < 0.001). CONCLUSIONS: Compared to BMI and insulin requirements, classical surrogates of insulin resistance, eGDR is a suitable and superior thrombotic risk indicator in T1D. TRIAL REGISTRATION: ISRCTN4081115; registered 27 June 2017. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40618-021-01550-3. Springer International Publishing 2021-03-17 2021 /pmc/articles/PMC8502148/ /pubmed/33730349 http://dx.doi.org/10.1007/s40618-021-01550-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article O’Mahoney, L. L. Kietsiriroje, N. Pearson, S. West, D. J. Holmes, M. Ajjan, R. A. Campbell, M. D. Estimated glucose disposal rate as a candidate biomarker for thrombotic biomarkers in T1D: a pooled analysis |
title | Estimated glucose disposal rate as a candidate biomarker for thrombotic biomarkers in T1D: a pooled analysis |
title_full | Estimated glucose disposal rate as a candidate biomarker for thrombotic biomarkers in T1D: a pooled analysis |
title_fullStr | Estimated glucose disposal rate as a candidate biomarker for thrombotic biomarkers in T1D: a pooled analysis |
title_full_unstemmed | Estimated glucose disposal rate as a candidate biomarker for thrombotic biomarkers in T1D: a pooled analysis |
title_short | Estimated glucose disposal rate as a candidate biomarker for thrombotic biomarkers in T1D: a pooled analysis |
title_sort | estimated glucose disposal rate as a candidate biomarker for thrombotic biomarkers in t1d: a pooled analysis |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8502148/ https://www.ncbi.nlm.nih.gov/pubmed/33730349 http://dx.doi.org/10.1007/s40618-021-01550-3 |
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