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Relation Between Different Measures of Glycemic Exposure and Microvascular and Macrovascular Complications in Patients with Type 2 Diabetes Mellitus: An Observational Cohort Study
INTRODUCTION: This retrospective cohort study investigated the relation between different measures of glycemic exposure and micro- and macrovascular complications among patients with type 2 diabetes. METHODS: The analysis included patients receiving oral antihyperglycemic agents between 1 January 20...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Healthcare
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5630557/ https://www.ncbi.nlm.nih.gov/pubmed/28921256 http://dx.doi.org/10.1007/s13300-017-0301-4 |
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author | van Wijngaarden, Rients P. T. Overbeek, Jetty A. Heintjes, Edith M. Schubert, Agata Diels, Joris Straatman, Huub Steyerberg, Ewout W. Herings, Ron M. C. |
author_facet | van Wijngaarden, Rients P. T. Overbeek, Jetty A. Heintjes, Edith M. Schubert, Agata Diels, Joris Straatman, Huub Steyerberg, Ewout W. Herings, Ron M. C. |
author_sort | van Wijngaarden, Rients P. T. |
collection | PubMed |
description | INTRODUCTION: This retrospective cohort study investigated the relation between different measures of glycemic exposure and micro- and macrovascular complications among patients with type 2 diabetes. METHODS: The analysis included patients receiving oral antihyperglycemic agents between 1 January 2006 and 31 December 2014 from the General Practitioner Database from the PHARMO Database Network. All recorded HbA1c levels during follow-up were used to express glycemic exposure in four ways: index HbA1c, time-dependent HbA1c, exponential moving average (EMA) and glycemic burden. Association between glycemic exposure and micro-/macrovascular complications was analyzed by estimating hazard ratios and 95% confidence intervals using an adjusted (time-dependent) Cox proportional hazards model. RESULTS: The analysis included 32,725 patients (median age, 65 years; 47% female). Median follow-up was 5.4 years; median number of HbA1c measurements per patient was 18.0. From all measures, HbA1c at index showed the weakest relation between all micro-/macrovascular complications, with coronary artery disease (CAD) having the highest HR (95% CI): 1.18 (1.04–1.34) for HbA1c ≥64 mmol/mol (8%). The time-dependent HbA1c model showed a significant association only for microvascular complications, with retinopathy having the highest HR (95% CI): 1.55 (1.40–1.73) for HbA1c ≥64 mmol/mol (8%). EMA-defined exposure showed similar findings, although the effect of retinopathy was more pronounced [HR (95% CI): 1.81 (1.63–2.02) for HbA1c ≥64 mmol/mol (8%)] and was also predictive for CAD [HR (95% CI): 1.29 (1.10–1.50) for HbA1c ≥64 mmol/mol (8%)]. A statistically significant relation with glycemic burden was found for all selected micro-/macrovascular complications, with retinopathy having the highest HR (95%): 2.60 (2.19–3.07) for glycemic burden years >3. CONCLUSION: This study shows that greater and more prolonged exposure to hyperglycemia increases the risk of micro- and macrovascular complications. FUNDING: Janssen Pharmaceutica NV. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s13300-017-0301-4) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5630557 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Springer Healthcare |
record_format | MEDLINE/PubMed |
spelling | pubmed-56305572017-10-23 Relation Between Different Measures of Glycemic Exposure and Microvascular and Macrovascular Complications in Patients with Type 2 Diabetes Mellitus: An Observational Cohort Study van Wijngaarden, Rients P. T. Overbeek, Jetty A. Heintjes, Edith M. Schubert, Agata Diels, Joris Straatman, Huub Steyerberg, Ewout W. Herings, Ron M. C. Diabetes Ther Original Research INTRODUCTION: This retrospective cohort study investigated the relation between different measures of glycemic exposure and micro- and macrovascular complications among patients with type 2 diabetes. METHODS: The analysis included patients receiving oral antihyperglycemic agents between 1 January 2006 and 31 December 2014 from the General Practitioner Database from the PHARMO Database Network. All recorded HbA1c levels during follow-up were used to express glycemic exposure in four ways: index HbA1c, time-dependent HbA1c, exponential moving average (EMA) and glycemic burden. Association between glycemic exposure and micro-/macrovascular complications was analyzed by estimating hazard ratios and 95% confidence intervals using an adjusted (time-dependent) Cox proportional hazards model. RESULTS: The analysis included 32,725 patients (median age, 65 years; 47% female). Median follow-up was 5.4 years; median number of HbA1c measurements per patient was 18.0. From all measures, HbA1c at index showed the weakest relation between all micro-/macrovascular complications, with coronary artery disease (CAD) having the highest HR (95% CI): 1.18 (1.04–1.34) for HbA1c ≥64 mmol/mol (8%). The time-dependent HbA1c model showed a significant association only for microvascular complications, with retinopathy having the highest HR (95% CI): 1.55 (1.40–1.73) for HbA1c ≥64 mmol/mol (8%). EMA-defined exposure showed similar findings, although the effect of retinopathy was more pronounced [HR (95% CI): 1.81 (1.63–2.02) for HbA1c ≥64 mmol/mol (8%)] and was also predictive for CAD [HR (95% CI): 1.29 (1.10–1.50) for HbA1c ≥64 mmol/mol (8%)]. A statistically significant relation with glycemic burden was found for all selected micro-/macrovascular complications, with retinopathy having the highest HR (95%): 2.60 (2.19–3.07) for glycemic burden years >3. CONCLUSION: This study shows that greater and more prolonged exposure to hyperglycemia increases the risk of micro- and macrovascular complications. FUNDING: Janssen Pharmaceutica NV. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s13300-017-0301-4) contains supplementary material, which is available to authorized users. Springer Healthcare 2017-09-18 2017-10 /pmc/articles/PMC5630557/ /pubmed/28921256 http://dx.doi.org/10.1007/s13300-017-0301-4 Text en © The Author(s) 2017 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits any noncommercial use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Original Research van Wijngaarden, Rients P. T. Overbeek, Jetty A. Heintjes, Edith M. Schubert, Agata Diels, Joris Straatman, Huub Steyerberg, Ewout W. Herings, Ron M. C. Relation Between Different Measures of Glycemic Exposure and Microvascular and Macrovascular Complications in Patients with Type 2 Diabetes Mellitus: An Observational Cohort Study |
title | Relation Between Different Measures of Glycemic Exposure and Microvascular and Macrovascular Complications in Patients with Type 2 Diabetes Mellitus: An Observational Cohort Study |
title_full | Relation Between Different Measures of Glycemic Exposure and Microvascular and Macrovascular Complications in Patients with Type 2 Diabetes Mellitus: An Observational Cohort Study |
title_fullStr | Relation Between Different Measures of Glycemic Exposure and Microvascular and Macrovascular Complications in Patients with Type 2 Diabetes Mellitus: An Observational Cohort Study |
title_full_unstemmed | Relation Between Different Measures of Glycemic Exposure and Microvascular and Macrovascular Complications in Patients with Type 2 Diabetes Mellitus: An Observational Cohort Study |
title_short | Relation Between Different Measures of Glycemic Exposure and Microvascular and Macrovascular Complications in Patients with Type 2 Diabetes Mellitus: An Observational Cohort Study |
title_sort | relation between different measures of glycemic exposure and microvascular and macrovascular complications in patients with type 2 diabetes mellitus: an observational cohort study |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5630557/ https://www.ncbi.nlm.nih.gov/pubmed/28921256 http://dx.doi.org/10.1007/s13300-017-0301-4 |
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