焦虑症和骨质疏松症风险之间的关联:使用NHANES数据进行基于人口的分析
1Department of Second Orthopedics, Beijing Shunyi District Hospital, Shunyi District, Beijing, China.
Medicine
|October 25, 2025
概括
焦虑症与患骨质疏松症的风险更高有关,骨质疏松症是一种常见的骨疾病. 这项研究开发了一种预测模型,以帮助识别处于早期干预风险的个体.
科学领域:
- 医学研究 医学研究
- 心理学 心理学 心理学
- 公共卫生 公共卫生
背景情况:
- 骨质疏松症是一种普遍的代谢性骨病,导致骨折风险增加.
- 焦虑症和骨质疏松症之间的潜在联系正在获得研究关注.
- 了解这种关系对于制定全面的预防策略至关重要.
研究的目的:
- 调查焦虑症和骨质疏松症之间的联系.
- 开发一个骨质疏松风险的预测模型,结合焦虑症状.
- 确定与骨质疏松症相关的主要人口和生活方式因素.
主要方法:
- 利用了来自2992名参与者在三个国家健康和营养检查调查周期 (1999-2004) 的数据.
- 收集人口统计,与健康相关的信息和焦虑症症状;通过自我报告问卷评估骨质疏松症.
- 使用斯皮尔曼相关性,多变量逻辑回归和ROC曲线进行分析和模型评估.
主要成果:
- 在焦虑障碍和骨质疏松症之间发现了正相关性 (R=0.086,P<0.001).
- 轻度焦虑障碍显著增加了骨质疏松症的风险 (OR=5.711,P<0.001).
- 预测模型的AUC为0.87,准确度为82%,灵敏度为83%,F1得分为82%.
结论:
- 焦虑症被认为是骨质疏松症的重要心理风险因素.
- 开发的预测模型显示了早期骨质疏松症识别的强大能力.
- 建议将心理评估纳入骨质疏松症预防策略.
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