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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)...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8307008 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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