Department of Orthopaedics & Traumatology, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China.
Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China.
Front Endocrinol (Lausanne). 2023 Jan 12;13:990442. doi: 10.3389/fendo.2022.990442. eCollection 2022.
The aim of this study was to discover the role of fat and muscle in bone structures, as well as the relationship between obesity and sarcopenia on age-related osteoporosis.
A total of 400 participants (65.0 ± 8.2 years old, 42.3% women) were recruited. Fat, muscle, bone parameters, basic demographics, medical history, physical performance and activity, and calcium intake of participants were obtained from datasets. The diagnosis of osteoporosis, sarcopenia, and obesity was based on current recommendations. Pearson correlation, non-linear regression models, and decision tree analyses were performed to study the relationship between fat, muscle, and bone. Logistic regression analyses were used to explore the risk of osteoporosis in old people with obesity or sarcopenia Model 1 (unadjusted) and Model 2 (adjusted by age, physical activity, and calcium intake).
Correlation analysis showed that limb muscle mass and index, and age were best related to bone mineral density (BMD) (| = 0.386-0.632, < 0.001). On the contrary, body mass index (BMI) and increased body fat percentage (BF%) were harmful for bone health. An increase of BMI and fat mass index slowed the increase of BMD in the spine, while skeletal muscle mass index accelerated the increase. People with sarcopenia had low muscle mass and strength. When separating subjects into sarcopenia and non-sarcopenia status, sarcopenia was independently related to higher risks of osteoporosis in both models (OR > 1, < 0.05). BMI-defined obesity in Model 1 as well as BF%-defined obesity in both models did not reduce the risk of osteoporosis in both models ( > 0.05). The decision tree classification (85% accuracy) showed that greater body weight and larger lower limb muscle performance were negatively related to osteoporosis, while fat mass and percentage did not play roles in this prediction.
Low muscle mass and function were harmful to bone health. Obesity defined by both BMI and BF% had limited protective roles in osteoporosis. The benefits for bone from increased muscle mass and function play a more superior role than increased fat mass in old people. Sarcopenia prevention and treatment instead of controlling obesity should be recommended as an approach to reduce the risks of age-related osteoporosis and fragility fracture for elderly people.
本研究旨在探究脂肪和肌肉在骨骼结构中的作用,以及肥胖和肌肉减少症与年龄相关性骨质疏松症之间的关系。
共纳入 400 名参与者(年龄 65.0±8.2 岁,42.3%为女性)。从数据集中获取参与者的脂肪、肌肉、骨骼参数、基本人口统计学资料、病史、身体机能和活动情况以及钙摄入量。骨质疏松症、肌肉减少症和肥胖症的诊断基于当前的建议。采用 Pearson 相关性分析、非线性回归模型和决策树分析来研究脂肪、肌肉和骨骼之间的关系。采用 logistic 回归分析来探讨肥胖或肌肉减少症对老年人骨质疏松症的风险。模型 1(未调整)和模型 2(按年龄、身体活动和钙摄入量调整)。
相关性分析显示,四肢肌肉质量和指数以及年龄与骨密度(BMD)相关性最好(|=0.386-0.632, <0.001)。相反,体重指数(BMI)和体脂肪百分比(BF%)增加对骨骼健康有害。BMI 和脂肪质量指数的增加减缓了脊柱 BMD 的增加,而骨骼肌质量指数的增加则加速了 BMD 的增加。肌肉减少症患者的肌肉量和力量较低。当将受试者分为肌肉减少症和非肌肉减少症状态时,在两个模型中,肌肉减少症均与更高的骨质疏松症风险独立相关(OR>1, <0.05)。模型 1 中 BMI 定义的肥胖以及两个模型中 BF%定义的肥胖均未降低两个模型中骨质疏松症的风险( >0.05)。决策树分类(85%准确率)显示,更大的体重和更大的下肢肌肉功能与骨质疏松呈负相关,而脂肪质量和百分比在该预测中不起作用。
低肌肉量和功能对骨骼健康有害。BMI 和 BF%定义的肥胖对骨质疏松症的保护作用有限。与脂肪质量增加相比,增加肌肉质量和功能对老年人骨骼的益处更为重要。预防和治疗肌肉减少症而不是控制肥胖症,应作为降低老年人与年龄相关的骨质疏松症和脆性骨折风险的一种方法。