Cieri Filippo, Cross Chad Lee, Francesco Giulia Di, Caldwell Jessica Zoe Kirkland
Department of Neurology Cleveland Clinic Lou Ruvo Center for Brain Health Las Vegas Nevada USA.
Department of Epidemiology & Biostatistics (C.L.C.) School of Public Health University of Nevada Las Vegas Nevada USA.
Alzheimers Dement (N Y). 2025 May 19;11(2):e70103. doi: 10.1002/trc2.70103. eCollection 2025 Apr-Jun.
Forty-five percent of Alzheimer's disease (AD) cases may be preventable. Validated tools for measuring environmental factors, with precision equal to that of current biological and genetic assessment tools, are currently lacking.
We used the dynamic Neurocognitive Adaptation (dNA) scale, our validated tool to explore protective factors in AD, in 410 older adult participants (50% women). The dNA asks participants to recall cognitive, creative, physical, and social activities that they engaged in at seven different time periods in their lives. We examined associations among engagement in these domains using distance correlations and tested differences in domain engagement over time with repeated-measures analysis of variance. We calculated within-subjects comparisons for time and all interactions among time, sex, and education. We examined between-subjects factors for sex, education, and their interaction. From these models, we constructed visualizations of estimated marginal means against time to assess potential patterns of interest.
Physical and creative domain engagements were significantly correlated ( < 0.001) in the full sample, and social engagement correlated with physical ( < 0.001) and creative ( = 0.047) domains among females. Cognitive engagement increased over time ( < 0.001) for the full sample, while physical and creative engagement increased from childhood to adolescence, then decreased over time ( < 0.001). In contrast, social engagement increased from childhood to adolescence, declined through the senior years, and then sharply increased in old age. Overall, women showed higher cognitive engagement ( = 0.024) and men showed higher physical engagement ( = 0.011). Education was positively related to higher scores in all domains.
Our scale provides new insight into the correlation of environmental factors with education, suggests areas for lifestyle intervention, and highlights the importance of sex differences and middle age as a potential transition stage.
Physical activity decreases and cognitive activity increases through time.Higher involvement in physical activities is correlated with creative and social dimensions.Men are more involved in physical and women in cognitive activities.Higher education is associated with higher involvement in all the dimensions explored.
45%的阿尔茨海默病(AD)病例可能是可预防的。目前缺乏经过验证的用于测量环境因素的工具,其精度与当前的生物学和基因评估工具相当。
我们使用动态神经认知适应(dNA)量表,这是我们经过验证的用于探索AD保护因素的工具,对410名老年参与者(50%为女性)进行了研究。dNA要求参与者回忆他们在生命中七个不同时间段所参与的认知、创造性、身体和社交活动。我们使用距离相关性检验这些领域参与度之间的关联,并通过重复测量方差分析测试领域参与度随时间的差异。我们计算了时间的受试者内比较以及时间、性别和教育之间的所有交互作用。我们研究了性别、教育及其交互作用的受试者间因素。从这些模型中,我们构建了估计边际均值随时间变化的可视化图表,以评估潜在的感兴趣模式。
在整个样本中,身体和创造性领域的参与度显著相关(<0.001),在女性中,社交参与度与身体(<0.001)和创造性(=0.047)领域相关。整个样本的认知参与度随时间增加(<0.001),而身体和创造性参与度从童年到青春期增加,然后随时间下降(<0.001)。相比之下,社交参与度从童年到青春期增加,在老年期下降,然后在老年时急剧增加。总体而言,女性表现出更高的认知参与度(=0.024),男性表现出更高的身体参与度(=0.011)。教育与所有领域的更高得分呈正相关。
我们的量表为环境因素与教育之间的相关性提供了新的见解,提出了生活方式干预的领域,并强调了性别差异和中年作为潜在过渡阶段的重要性。
随着时间推移,身体活动减少而认知活动增加。更高的身体活动参与度与创造性和社交维度相关。男性更多参与身体活动,女性更多参与认知活动。更高的教育水平与在所有探索维度上的更高参与度相关。