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Xiong X, Lui DTW, Ju C, Zhou Z, Xu C, Welsh P, Sattar N, Celis-Morales C, Pell JP, Wong ICK, Wong CKH, Ho FK. Associations of Serum Lipid Traits With Fracture and Osteoporosis: A Prospective Cohort Study From the UK Biobank. J Cachexia Sarcopenia Muscle 2024. [PMID: 39468953 DOI: 10.1002/jcsm.13611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 08/20/2024] [Accepted: 09/11/2024] [Indexed: 10/30/2024] Open
Abstract
BACKGROUND Previous studies reveal inconsistent associations between serum lipid traits and the risks of fractures and osteoporosis in the general population. METHODS This prospective cohort study analysed data from 414 302 UK Biobank participants (223 060 women and 191 242 men, aged 37-73 years) with serum lipid measurements: apolipoprotein A (Apo A), apolipoprotein B (Apo B), total cholesterol (TC), high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), triglycerides (TG) and lipoprotein A (Lp(a)). Multivariable Cox proportional hazard models with penalized cubic splines were used to explore potential nonlinear associations of each lipid trait with the risks of fractures and osteoporosis. Subgroup analyses by age, sex, BMI categories and pre-existing cardiovascular disease were conducted. Mediation analyses using the g-formula were performed to quantify to which extent bone mineral density (BMD) may mediate the association between serum lipids and fracture risk. RESULTS Over a median follow-up period of 13.8 years, 25 918 (6.8%) of the 383 530 participants without prior fracture had incident fracture cases, and 7591 (4.1%) of the 184 919 participants with primary care data and without baseline osteoporosis were diagnosed with osteoporosis. TG had nonlinear associations with fractures and osteoporosis, whereas Apo B, TC and LDL-C had linear associations. There were also nonlinear associations of Apo A and HDL-C with fractures. Individuals in the highest quintiles for Apo A (fracture: HR 1.15 [95% CI 1.10, 1.21]; osteoporosis: HR 1.13 [1.02, 1.25]) and HDL-C (fracture: HR 1.27 [1.20, 1.34]; osteoporosis: HR 1.31 [1.18, 1.46]) were associated with higher risks of fractures and osteoporosis. Conversely, those in the highest quintile for Apo B (fracture: HR 0.85 [0.81, 0.89]; osteoporosis: HR 0.86 [0.79, 0.94]), LDL-C (fracture: HR 0.89 [0.85, 0.93]; osteoporosis: HR 0.91 [0.83, 1.00]) and TG (fracture: HR 0.78 [0.74, 0.82]; osteoporosis: HR 0.75 [0.68, 0.82]) were associated with lower risks. The associations of Apo A (ratio of HR [RHR] 1.05 [1.02, 1.09]) and HDL-C (RHR 1.06 [1.03, 1.09]) with fracture risk were more pronounced in men compared to women. Except for TG and Lp(a), the associations between serum lipids and fractures appear to be partially mediated through BMD (mediation proportions: 5.30% to 40.30%), assuming causality. CONCLUSIONS Our study reveals a complex interplay between different lipid markers and skeletal health, potentially partially mediated through BMD. Routine lipid profile assessments, including HDL-C and Apo A among other lipid traits, may be integrated into the strategies for fracture risk stratification.
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Affiliation(s)
- Xi Xiong
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- School of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - David T W Lui
- Li Ka Shing Faculty of Medicine, Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Chengsheng Ju
- Research Department of Practice and Policy, School of Pharmacy, University College London, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - Ziyi Zhou
- School of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - Chao Xu
- School of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - Paul Welsh
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK
| | - Naveed Sattar
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK
| | - Carlos Celis-Morales
- School of Health and Wellbeing, University of Glasgow, Glasgow, UK
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK
- Centro de Investigación en Medicina de Altura (CEIMA), Universidad Arturo Prat, Iquique, Chile
| | - Jill P Pell
- School of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - Ian C K Wong
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- Laboratory of Data Discovery for Health (D24H), Hong Kong Science and Technology Park, Hong Kong SAR, China
- Aston Pharmacy School, Aston University, Birmingham, UK
- Advanced Data Analytics for Medical Science (ADAMS) Limited, Hong Kong, China
| | - Carlos K H Wong
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- Laboratory of Data Discovery for Health (D24H), Hong Kong Science and Technology Park, Hong Kong SAR, China
- Department of Family Medicine and Primary Care, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- Faculty of Epidemiology and Population Health, Department of Infectious Disease Epidemiology & Dynamics, London School of Hygiene and Tropical Medicine, London, UK
| | - Frederick K Ho
- School of Health and Wellbeing, University of Glasgow, Glasgow, UK
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Cui G, Xu N, Zhao S, Chen R, Liu Q, Liu X, Kuang M, Han S. TC and LDL-C are negatively correlated with bone mineral density in patients with osteoporosis. Am J Transl Res 2024; 16:163-178. [PMID: 38322569 PMCID: PMC10839398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Accepted: 12/10/2023] [Indexed: 02/08/2024]
Abstract
OBJECTIVE To investigate the relationships of multiple lipid metabolism indicators and bone turnover markers (BTMs) with bone mineral density (BMD) and osteoporosis, in order to identify high-risk populations. METHODS A total of 380 patients were recruited and their general information was collected. Linear and logistic regression models were used to analyze the correlation of these indicators with BMD and osteoporosis. RESULTS Lipid metabolism indices and BTMs exhibited varying degrees of positive or negative correlation with BMD. Elevated levels of triglycerides (r = -0.204, P = 0.004), total cholesterol (TC) (r = -0.244, P < 0.001), low-density lipoprotein cholesterol (LDL-C) (r = -0.256, P < 0.001), apoprotein B (r = -0.292, P < 0.001) and lipoprotein-associated phospholipase A2 (Lp-PLA2) (r = -0.221, P = 0.002) in women were associated with a reduction in BMD. This relationship persisted even after adjusting for confounding factors and in the subgroup analysis of elderly women. In males, TC (r = 0.159, P = 0.033), LDL-C (r = 0.187, P = 0.012), apoprotein B (r = 0.157, P = 0.035), and Lp-PLA2 (r = 0.168, P = 0.024) exhibited a positive correlation with BMD, while free fatty acid (FFA) (r = -0.153, P = 0.041) was negatively correlated with BMD. However, after adjusting for confounding factors, only FFA remained negatively correlated with BMD, which was not observed in the age subgroup analysis. Furthermore, elevated levels of TC and LDL-C in elderly women were positively associated with the risk of osteoporosis or low bone mass. CONCLUSION Elevated levels of TC and LDL-C not only indicate a decrease in BMD in females but also positively correlate with the occurrence of osteoporosis and low bone mass in elderly females.
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Affiliation(s)
- Guanzheng Cui
- Department of Spinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinan, Shandong, China
| | - Ning Xu
- Department of Spinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinan, Shandong, China
| | - Shengyin Zhao
- Department of Spinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinan, Shandong, China
| | - Rudong Chen
- Department of Spinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinan, Shandong, China
| | - Qian Liu
- Department of Pain, Qilu Hospital, Shandong UniversityJinan, Shandong, China
| | - Xuchang Liu
- Department of Spinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinan, Shandong, China
| | - Mingjie Kuang
- Department of Spinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinan, Shandong, China
- Key Laboratory of Biopharmaceuticals, Postdoctoral Scientific Research Workstation, Shandong Academy of Pharmaceutical ScienceJinan, Shandong, China
| | - Shijie Han
- Department of Spinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinan, Shandong, China
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Wang Z, Zhang H, Du W, Hu J, Quan R. Association between urinary glyphosate exposure and bone mineral density in adults. Medicine (Baltimore) 2023; 102:e36506. [PMID: 38065903 PMCID: PMC10713126 DOI: 10.1097/md.0000000000036506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 11/15/2023] [Indexed: 12/18/2023] Open
Abstract
There is very limited evidence linking glyphosate exposure to bone mineral density in adults aged 20 to 59 years in the National Health and Nutrition Examination Survey database. Hence, this study aimed to investigate the correlation between urinary glyphosate concentrations and total bone mineral density (BMD) in adults aged 20 to 59 years. A cross-sectional study was conducted using data from the 2013 to 2016 National Health and Nutrition Examination Survey, which included 594 men (mean age 39.1 years) and 610 women (mean age 40.0 years). In our study, we utilized a weighted multiple regression equation model to investigate the potential correlation between urinary glyphosate concentration and total BMD. Additionally, we conducted a stratified analysis to differentiate between various special populations. Our findings revealed a significant negative association between urinary glyphosate concentration and total BMD across 3 different regression models (Model 1, β [95% CI]: -0.0160 [-0.0200, -0.0120]; Model 2, β [95% CI]: -0.0135 [-0.0172, -0.0098]; Model 3, β [95% CI]: -0.0141 [-0.0178, -0.0104]). However, after stratifying by gender, age, and race, we observed varying conclusions. This study found that urinary glyphosate concentration was negatively associated with total BMD in both men and women when stratified by sex. Additionally, when stratified by age, the negative association was more significant in the 20 to 29 and 50 to 59 year age groups. When stratified by race, a significant negative association was found in races other than Hispanic. Therefore, the impact of glyphosate exposure on BMD should attract more people's attention.
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Affiliation(s)
- Zhenwei Wang
- Research Institute of Orthopedics, The Affiliated Jiangnan Hospital of Zhejiang Chinese Medical University, Hangzhou, China
- Hangzhou Xiaoshan Hospital of Traditional Chinese Medicine, Hangzhou, China
| | - Hongwei Zhang
- Department of Orthopaedics, Zhoushan Hospital of Traditional Chinese Medicine Affiliated to Zhejiang Chinese Medical University, Zhoushan, China
| | - Weibin Du
- Research Institute of Orthopedics, The Affiliated Jiangnan Hospital of Zhejiang Chinese Medical University, Hangzhou, China
- Hangzhou Xiaoshan Hospital of Traditional Chinese Medicine, Hangzhou, China
| | - Jintao Hu
- Orthopedics and Traumatology Department, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Renfu Quan
- Research Institute of Orthopedics, The Affiliated Jiangnan Hospital of Zhejiang Chinese Medical University, Hangzhou, China
- Hangzhou Xiaoshan Hospital of Traditional Chinese Medicine, Hangzhou, China
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