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Hemoglobin glycation index, calculated from a single fasting glucose value, as a prediction tool for severe hypoglycemia and major adverse cardiovascular events in DEVOTE
INTRODUCTION: Hemoglobin glycation index (HGI) is the difference between observed and predicted glycated hemoglobin A1c (HbA(1c)), derived from mean or fasting plasma glucose (FPG). In this secondary, exploratory analysis of data from DEVOTE, we examined: whether insulin initiation/titration affecte...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8614152/ https://www.ncbi.nlm.nih.gov/pubmed/34819298 http://dx.doi.org/10.1136/bmjdrc-2021-002339 |
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author | Klein, Klara R Franek, Edward Marso, Steven Pieber, Thomas R Pratley, Richard E Gowda, Amoolya Kvist, Kajsa Buse, John B |
author_facet | Klein, Klara R Franek, Edward Marso, Steven Pieber, Thomas R Pratley, Richard E Gowda, Amoolya Kvist, Kajsa Buse, John B |
author_sort | Klein, Klara R |
collection | PubMed |
description | INTRODUCTION: Hemoglobin glycation index (HGI) is the difference between observed and predicted glycated hemoglobin A1c (HbA(1c)), derived from mean or fasting plasma glucose (FPG). In this secondary, exploratory analysis of data from DEVOTE, we examined: whether insulin initiation/titration affected the HGI; the relationship between baseline HGI tertile and cardiovascular and hypoglycemia risk; and the relative strengths of HGI and HbA(1c) in predicting these risks. RESEARCH DESIGN AND METHODS: In DEVOTE, a randomized, double-blind, cardiovascular outcomes trial, people with type 2 diabetes received once per day insulin degludec or insulin glargine 100 units/mL. The primary outcome was time to first occurrence of a major adverse cardiovascular event (MACE), comprising cardiovascular death, myocardial infarction or stroke; severe hypoglycemia was a secondary outcome. In these analyses, predicted HbA(1c) was calculated using a linear regression equation based on DEVOTE data (HbA(1c)=0.01313 FPG (mg/dL) (single value)+6.17514), and the population data were grouped into HGI tertiles based on the calculated HGI values. The distributions of time to first event were compared using Kaplan–Meier curves; HRs and 95% CIs were determined by Cox regression models comparing risk of MACE and severe hypoglycemia between tertiles. RESULTS: Changes in HGI were observed at 12 months after insulin initiation and stabilized by 24 months for the whole cohort and insulin-naive patients. There were significant differences in MACE risk between baseline HGI tertiles; participants with high HGI were at highest risk (low vs high, HR: 0.73 (0.61 to 0.87)(95% CI); moderate vs high, HR: 0.67 (0.56 to 0.81)(95% CI); p<0.0001). No significant differences between HGI tertiles were observed in the risk of severe hypoglycemia (p=0.0911). With HbA(1c) included within the model, HGI no longer significantly predicted MACE. CONCLUSIONS: High HGI was associated with a higher risk of MACE; this finding is of uncertain significance given the association of HGI with insulin initiation and HbA(1c). TRIAL REGISTRATION NUMBER: NCT01959529. |
format | Online Article Text |
id | pubmed-8614152 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-86141522021-12-10 Hemoglobin glycation index, calculated from a single fasting glucose value, as a prediction tool for severe hypoglycemia and major adverse cardiovascular events in DEVOTE Klein, Klara R Franek, Edward Marso, Steven Pieber, Thomas R Pratley, Richard E Gowda, Amoolya Kvist, Kajsa Buse, John B BMJ Open Diabetes Res Care Emerging Technologies, Pharmacology and Therapeutics INTRODUCTION: Hemoglobin glycation index (HGI) is the difference between observed and predicted glycated hemoglobin A1c (HbA(1c)), derived from mean or fasting plasma glucose (FPG). In this secondary, exploratory analysis of data from DEVOTE, we examined: whether insulin initiation/titration affected the HGI; the relationship between baseline HGI tertile and cardiovascular and hypoglycemia risk; and the relative strengths of HGI and HbA(1c) in predicting these risks. RESEARCH DESIGN AND METHODS: In DEVOTE, a randomized, double-blind, cardiovascular outcomes trial, people with type 2 diabetes received once per day insulin degludec or insulin glargine 100 units/mL. The primary outcome was time to first occurrence of a major adverse cardiovascular event (MACE), comprising cardiovascular death, myocardial infarction or stroke; severe hypoglycemia was a secondary outcome. In these analyses, predicted HbA(1c) was calculated using a linear regression equation based on DEVOTE data (HbA(1c)=0.01313 FPG (mg/dL) (single value)+6.17514), and the population data were grouped into HGI tertiles based on the calculated HGI values. The distributions of time to first event were compared using Kaplan–Meier curves; HRs and 95% CIs were determined by Cox regression models comparing risk of MACE and severe hypoglycemia between tertiles. RESULTS: Changes in HGI were observed at 12 months after insulin initiation and stabilized by 24 months for the whole cohort and insulin-naive patients. There were significant differences in MACE risk between baseline HGI tertiles; participants with high HGI were at highest risk (low vs high, HR: 0.73 (0.61 to 0.87)(95% CI); moderate vs high, HR: 0.67 (0.56 to 0.81)(95% CI); p<0.0001). No significant differences between HGI tertiles were observed in the risk of severe hypoglycemia (p=0.0911). With HbA(1c) included within the model, HGI no longer significantly predicted MACE. CONCLUSIONS: High HGI was associated with a higher risk of MACE; this finding is of uncertain significance given the association of HGI with insulin initiation and HbA(1c). TRIAL REGISTRATION NUMBER: NCT01959529. BMJ Publishing Group 2021-11-23 /pmc/articles/PMC8614152/ /pubmed/34819298 http://dx.doi.org/10.1136/bmjdrc-2021-002339 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Emerging Technologies, Pharmacology and Therapeutics Klein, Klara R Franek, Edward Marso, Steven Pieber, Thomas R Pratley, Richard E Gowda, Amoolya Kvist, Kajsa Buse, John B Hemoglobin glycation index, calculated from a single fasting glucose value, as a prediction tool for severe hypoglycemia and major adverse cardiovascular events in DEVOTE |
title | Hemoglobin glycation index, calculated from a single fasting glucose value, as a prediction tool for severe hypoglycemia and major adverse cardiovascular events in DEVOTE |
title_full | Hemoglobin glycation index, calculated from a single fasting glucose value, as a prediction tool for severe hypoglycemia and major adverse cardiovascular events in DEVOTE |
title_fullStr | Hemoglobin glycation index, calculated from a single fasting glucose value, as a prediction tool for severe hypoglycemia and major adverse cardiovascular events in DEVOTE |
title_full_unstemmed | Hemoglobin glycation index, calculated from a single fasting glucose value, as a prediction tool for severe hypoglycemia and major adverse cardiovascular events in DEVOTE |
title_short | Hemoglobin glycation index, calculated from a single fasting glucose value, as a prediction tool for severe hypoglycemia and major adverse cardiovascular events in DEVOTE |
title_sort | hemoglobin glycation index, calculated from a single fasting glucose value, as a prediction tool for severe hypoglycemia and major adverse cardiovascular events in devote |
topic | Emerging Technologies, Pharmacology and Therapeutics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8614152/ https://www.ncbi.nlm.nih.gov/pubmed/34819298 http://dx.doi.org/10.1136/bmjdrc-2021-002339 |
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