对纵向生活方式轨迹的聚类及其对认知表现的影响
Alba Roca-Ventura1,2,3, Javier Solana-Sánchez1,3,4, Gabriele Cattaneo1,3,4
1Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain.
Frontiers in psychology
|August 11, 2025
概括
采用多种健康的生活方式行为,包括认知和体育活动,良好的营养和社会参与,显著提高认知表现和抵御中年成人衰退的弹性.
科学领域:
- 神经科学是一个神经科学.
- 公共卫生 公共卫生
- 老年学是指老年学的学科.
背景情况:
- 生活方式因素显著影响认知性和与年龄相关的疾病.
- 了解结合生活方式行为对整个生命周期的认知轨迹的影响是有限的.
研究的目的:
- 探索健康中年成人生活方式轨迹和认知表现之间的关系.
- 识别不同的生活方式概况及其与认知状态的关联.
主要方法:
- 利用了来自巴塞罗那大脑健康倡议 (BBHI) 的数据,这是一项纵向前性队列研究.
- 应用k-means对纵向生活方式数据 (认知活动,体育炼,睡眠,社交,营养,酒精,烟草,BMI) 的聚类.
- 在已识别的生活方式集群中分析认知表现.
主要成果:
- 坚持健康的生活方式与更好的认知表现有很强的相关性.
- 具有高认知/身体活动,健康营养和社会参与度的个人资料显示出优越的认知状态.
- 随着越来越多的健康行为,人们观察到对认知的累积积极影响.
结论:
- K-means集群有效地确定了与中年成年人认知状态相关的生活方式概况.
- 可修改的生活方式因素的特定组合显著影响认知健康维护.
- 研究结果支持个性化的生活方式干预,以改善大脑健康和认知性.
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