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Linear and Non-linear Correlations Between Serum Phosphate Level and Bone Mineral Density in Type 2 Diabetes
Introduction: Serum phosphate plays an important role in bone mineralization and might be a risk factor for many bone diseases. Patients with T2D usually have low serum phosphate level due to diet control, osmotic diuresis, and insulin stimulation. Current studies have discussed the linear associati...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7438840/ https://www.ncbi.nlm.nih.gov/pubmed/32903642 http://dx.doi.org/10.3389/fendo.2020.00497 |
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author | Yang, Yinqiu Liu, Guangwang Zhang, Yao Xu, Guiping Yi, Xilu Liang, Jing Zhao, Chenhe Liang, Jun Ma, Chao Ye, Yangli Yu, Mingxiang Qu, Xinhua |
author_facet | Yang, Yinqiu Liu, Guangwang Zhang, Yao Xu, Guiping Yi, Xilu Liang, Jing Zhao, Chenhe Liang, Jun Ma, Chao Ye, Yangli Yu, Mingxiang Qu, Xinhua |
author_sort | Yang, Yinqiu |
collection | PubMed |
description | Introduction: Serum phosphate plays an important role in bone mineralization and might be a risk factor for many bone diseases. Patients with T2D usually have low serum phosphate level due to diet control, osmotic diuresis, and insulin stimulation. Current studies have discussed the linear association between serum phosphate and bone mineral density (BMD). Objective: We aimed to analyze both the linear and non-linear correlations between serum phosphate and BMD in patients with type 2 diabetes (T2D). Methods: We included 1,469 patients with T2D and obtained their basic information, laboratory measurements, and BMD data. Multivariate adjusted linear regression was used to analyze the linear associations, and we applied a two-piecewise linear regression model using a smoothing function to examine the non-linear association. Results: No linear correlation was found between serum phosphate and BMD in patients with T2D. In women with T2D, we found a non-linear correlation between serum phosphate level and femur neck or total hip BMD. When serum phosphate was <1.3 mmol/L, it was positively associated with femur neck and total hip BMD, whereas when phosphate was >1.3 mmol/L, it was negatively associated with femur neck BMD. Conclusions: In men with T2D, serum phosphate level was not associated with BMD. However, in women with T2D, we found a non-linear correlation between serum phosphate and femur neck or total hip BMD. |
format | Online Article Text |
id | pubmed-7438840 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-74388402020-09-03 Linear and Non-linear Correlations Between Serum Phosphate Level and Bone Mineral Density in Type 2 Diabetes Yang, Yinqiu Liu, Guangwang Zhang, Yao Xu, Guiping Yi, Xilu Liang, Jing Zhao, Chenhe Liang, Jun Ma, Chao Ye, Yangli Yu, Mingxiang Qu, Xinhua Front Endocrinol (Lausanne) Endocrinology Introduction: Serum phosphate plays an important role in bone mineralization and might be a risk factor for many bone diseases. Patients with T2D usually have low serum phosphate level due to diet control, osmotic diuresis, and insulin stimulation. Current studies have discussed the linear association between serum phosphate and bone mineral density (BMD). Objective: We aimed to analyze both the linear and non-linear correlations between serum phosphate and BMD in patients with type 2 diabetes (T2D). Methods: We included 1,469 patients with T2D and obtained their basic information, laboratory measurements, and BMD data. Multivariate adjusted linear regression was used to analyze the linear associations, and we applied a two-piecewise linear regression model using a smoothing function to examine the non-linear association. Results: No linear correlation was found between serum phosphate and BMD in patients with T2D. In women with T2D, we found a non-linear correlation between serum phosphate level and femur neck or total hip BMD. When serum phosphate was <1.3 mmol/L, it was positively associated with femur neck and total hip BMD, whereas when phosphate was >1.3 mmol/L, it was negatively associated with femur neck BMD. Conclusions: In men with T2D, serum phosphate level was not associated with BMD. However, in women with T2D, we found a non-linear correlation between serum phosphate and femur neck or total hip BMD. Frontiers Media S.A. 2020-07-30 /pmc/articles/PMC7438840/ /pubmed/32903642 http://dx.doi.org/10.3389/fendo.2020.00497 Text en Copyright © 2020 Yang, Liu, Zhang, Xu, Yi, Liang, Zhao, Liang, Ma, Ye, Yu and Qu. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Yang, Yinqiu Liu, Guangwang Zhang, Yao Xu, Guiping Yi, Xilu Liang, Jing Zhao, Chenhe Liang, Jun Ma, Chao Ye, Yangli Yu, Mingxiang Qu, Xinhua Linear and Non-linear Correlations Between Serum Phosphate Level and Bone Mineral Density in Type 2 Diabetes |
title | Linear and Non-linear Correlations Between Serum Phosphate Level and Bone Mineral Density in Type 2 Diabetes |
title_full | Linear and Non-linear Correlations Between Serum Phosphate Level and Bone Mineral Density in Type 2 Diabetes |
title_fullStr | Linear and Non-linear Correlations Between Serum Phosphate Level and Bone Mineral Density in Type 2 Diabetes |
title_full_unstemmed | Linear and Non-linear Correlations Between Serum Phosphate Level and Bone Mineral Density in Type 2 Diabetes |
title_short | Linear and Non-linear Correlations Between Serum Phosphate Level and Bone Mineral Density in Type 2 Diabetes |
title_sort | linear and non-linear correlations between serum phosphate level and bone mineral density in type 2 diabetes |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7438840/ https://www.ncbi.nlm.nih.gov/pubmed/32903642 http://dx.doi.org/10.3389/fendo.2020.00497 |
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