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Determinants of Longitudinal Change of Glycated Hemoglobin in a Large Non-Diabetic Population

Although many cross-section studies have assessed the determinants of glycated hemoglobin (HbA(1c)), there have been limited studies designed to evaluate the temporal correlates of HbA(1c) in non-diabetic patients. This study aimed to identify the major determinants of longitudinal change of HbA(1c)...

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Autores principales: Su, Ho-Ming, Lee, Wen-Hsien, Chen, Ying-Chih, Liu, Yi-Hsueh, Huang, Jiun-Chi, Wu, Pei-Yu, Chen, Szu-Chia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8307008/
https://www.ncbi.nlm.nih.gov/pubmed/34357115
http://dx.doi.org/10.3390/jpm11070648
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author Su, Ho-Ming
Lee, Wen-Hsien
Chen, Ying-Chih
Liu, Yi-Hsueh
Huang, Jiun-Chi
Wu, Pei-Yu
Chen, Szu-Chia
author_facet Su, Ho-Ming
Lee, Wen-Hsien
Chen, Ying-Chih
Liu, Yi-Hsueh
Huang, Jiun-Chi
Wu, Pei-Yu
Chen, Szu-Chia
author_sort Su, Ho-Ming
collection PubMed
description Although many cross-section studies have assessed the determinants of glycated hemoglobin (HbA(1c)), there have been limited studies designed to evaluate the temporal correlates of HbA(1c) in non-diabetic patients. This study aimed to identify the major determinants of longitudinal change of HbA(1c) in non-diabetic patients. This study included subjects from the 104,451 participants enrolled between 2012 and 2018 in the Taiwan Biobank. We only included participants with complete data at baseline and follow-up (n = 27,209). Patients with diabetes at baseline or follow-up (n = 3983) were excluded. Finally, 23,226 participants without diabetes at baseline and follow-up were selected in this study. △Parameters was defined as the difference between the measurement baseline and follow-up. Multivariable linear regression analysis was used to identify the major determinants of HbA(1c) longitudinal change (△HbA(1c)). During a mean 3.8 year follow-up, after multivariable analysis, new-onset hypertension (coefficient β: 0.014, p < 0.001), high △heart rate (coefficient β: 0.020, p = 0.002), high △BMI (coefficient β: 0.171, p = 0.028), high △fasting glucose (coefficient β: 0.107, p < 0.001), low △creatinine (coefficient β: −0.042, p < 0.001), high △total cholesterol (coefficient β: 0.040, p < 0.001), high △hemoglobin (coefficient β: 0.062, p < 0.001), high △GPT (coefficient β: 0.041, p = 0.001), and low △albumin (coefficient β: −0.070, p < 0.001) were significantly associated with high △HbA(1c). In non-diabetic population, strategies to decrease the development of new-onset hypertension, resting heart rate, body mass index, fasting glucose, total cholesterol, and GPT and increase serum albumin level might be helpful in slowing the longitudinal change of HbA(1c). In addition, increased hemoglobin and decreased serum creatinine over time also had an impact on the HbA(1c) elevation over time in non-diabetic population.
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spelling pubmed-83070082021-07-25 Determinants of Longitudinal Change of Glycated Hemoglobin in a Large Non-Diabetic Population Su, Ho-Ming Lee, Wen-Hsien Chen, Ying-Chih Liu, Yi-Hsueh Huang, Jiun-Chi Wu, Pei-Yu Chen, Szu-Chia J Pers Med Article Although many cross-section studies have assessed the determinants of glycated hemoglobin (HbA(1c)), there have been limited studies designed to evaluate the temporal correlates of HbA(1c) in non-diabetic patients. This study aimed to identify the major determinants of longitudinal change of HbA(1c) in non-diabetic patients. This study included subjects from the 104,451 participants enrolled between 2012 and 2018 in the Taiwan Biobank. We only included participants with complete data at baseline and follow-up (n = 27,209). Patients with diabetes at baseline or follow-up (n = 3983) were excluded. Finally, 23,226 participants without diabetes at baseline and follow-up were selected in this study. △Parameters was defined as the difference between the measurement baseline and follow-up. Multivariable linear regression analysis was used to identify the major determinants of HbA(1c) longitudinal change (△HbA(1c)). During a mean 3.8 year follow-up, after multivariable analysis, new-onset hypertension (coefficient β: 0.014, p < 0.001), high △heart rate (coefficient β: 0.020, p = 0.002), high △BMI (coefficient β: 0.171, p = 0.028), high △fasting glucose (coefficient β: 0.107, p < 0.001), low △creatinine (coefficient β: −0.042, p < 0.001), high △total cholesterol (coefficient β: 0.040, p < 0.001), high △hemoglobin (coefficient β: 0.062, p < 0.001), high △GPT (coefficient β: 0.041, p = 0.001), and low △albumin (coefficient β: −0.070, p < 0.001) were significantly associated with high △HbA(1c). In non-diabetic population, strategies to decrease the development of new-onset hypertension, resting heart rate, body mass index, fasting glucose, total cholesterol, and GPT and increase serum albumin level might be helpful in slowing the longitudinal change of HbA(1c). In addition, increased hemoglobin and decreased serum creatinine over time also had an impact on the HbA(1c) elevation over time in non-diabetic population. MDPI 2021-07-08 /pmc/articles/PMC8307008/ /pubmed/34357115 http://dx.doi.org/10.3390/jpm11070648 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Su, Ho-Ming
Lee, Wen-Hsien
Chen, Ying-Chih
Liu, Yi-Hsueh
Huang, Jiun-Chi
Wu, Pei-Yu
Chen, Szu-Chia
Determinants of Longitudinal Change of Glycated Hemoglobin in a Large Non-Diabetic Population
title Determinants of Longitudinal Change of Glycated Hemoglobin in a Large Non-Diabetic Population
title_full Determinants of Longitudinal Change of Glycated Hemoglobin in a Large Non-Diabetic Population
title_fullStr Determinants of Longitudinal Change of Glycated Hemoglobin in a Large Non-Diabetic Population
title_full_unstemmed Determinants of Longitudinal Change of Glycated Hemoglobin in a Large Non-Diabetic Population
title_short Determinants of Longitudinal Change of Glycated Hemoglobin in a Large Non-Diabetic Population
title_sort determinants of longitudinal change of glycated hemoglobin in a large non-diabetic population
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8307008/
https://www.ncbi.nlm.nih.gov/pubmed/34357115
http://dx.doi.org/10.3390/jpm11070648
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