中国老年人的认知功能与抑郁症状之间的关系:一个交叉滞后的面板网络分析
Shuaichen Li1, Jinglan Tan1, Yanwei Guo1
1Department of Psychiatry, Key Laboratory of Major Brain Disease and Aging Research (Ministry of Education) The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China.
在中国老年人中,抑郁症和认知能力下降显示出相互联系. 缺乏动力会导致认知恶化,而更好的心理状态会减少抑郁症状,突出了有针对性的干预措施.
科学领域:
- 老年学是一门学科.
- 神经科学是一个神经科学.
- 精神病学是一个精神病学.
背景情况:
- 在非西方人群中对抑郁症和认知衰退的研究有限.
- 调查中国老年人的双向联系至关重要.
研究的目的:
- 检查抑郁症状与认知功能之间的纵向动态.
- 使用交叉滞后面板网络 (CLPN) 方法分析症状层面的相互作用.
主要方法:
- 利用了2015年和2018年中国健康与退休长度研究 (CHARLS) 波的数据.
- 通过中国迷你精神状态考试 (CMMSE) 评估认知能力,通过CESD-8等级评估抑郁症.
- 采用LASSO规范化和非参数引导的CLPN,以实现模型稳定性.
主要成果:
- 证实了认知衰退和抑郁症状之间的相互,负面关系.
- "心理状态" (定向,处理,视觉空间技能) 将认知与抑郁联系在一起.
- "我觉得一切都是努力" (缺乏动力) 将抑郁症与认知联系起来,预测记忆力下降.
结论:
- 对抑郁症和认知障碍的综合查具有临床价值.
- 动机和精神状态缺陷是潜在的跨诊断目标.
- 建议采取特定于症状的,文化敏感的干预措施.
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