重新评估睡眠困难作为英国生物库队列中痴呆症风险因素:使用半竞争风险方法解决生存偏差
Tao Sun1,2, Xinyu Jiang3, Xiaojun Wang1,2
1Center for Applied Statistics and School of Statistics, Renmin University of China, Beijing, China.
Age and ageing
|August 20, 2025
概括
与之前的研究相反, 睡眠困难增加了痴呆的风险. 早期死亡 (生存偏差) 的计算揭示了这一联系,强调睡眠管理是预防痴呆症的关键策略.
科学领域:
- 流行病学
- 老年学
- 神经科学
背景情况:
- 睡眠困难在老年人中很常见,
- 早期死亡率掩盖痴呆风险可能解释这些不一致性.
研究的目的:
- 研究睡眠困难与痴呆风险之间的关联,解决生存偏差.
- 将半竞争风险模型的结果与传统的Cox模型进行比较.
主要方法:
- 对457,367名参与者 (40-69岁) 的英国生物库数据进行分析,直到2022年.
- 通过问卷评估睡眠困难;电子健康记录的痴呆症.
- 用于模拟痴呆症发病率和死亡率的半竞争性风险框架,与Cox模型形成对比.
主要成果:
- 半竞争性风险分析表明,睡眠困难轻微增加了血管痴呆风险 (HR 1.14) 和轻微增加了全因痴呆风险 (HR 1.03).
- 在年轻人 (< 55 岁) 和低APOE ε4风险的人群中,相关性更强.
- 传统的考克斯模型表明了保护性关联,突出了生存偏差的扭曲.
结论:
- 睡眠困难会直接导致痴呆的风险,
- 对于具有生存偏差的衰老研究,半竞争性风险方法是强大的.
- 管理睡眠困难是中晚年痴呆症预防的可修改目标.
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