Almeida Mariana L, Pederson Anna M, Zimmerman Scott C, Chen Ruijia, Ackley Sarah, Riley Alicia, Eng Chloe W, Whitmer Rachel A, George Kristen M, Peterson Rachel L, Mayeda Elizabeth Rose, Gilsanz Paola, Mungas Dan M, Farias Sarah Tomaszewski, Glymour M Maria
The Nursing School of Ribeirao Preto, University of Sao Paulo, Brazil.
Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco.
Alzheimer Dis Assoc Disord. 2024;38(2):120-127. doi: 10.1097/WAD.0000000000000612. Epub 2024 Mar 27.
Most prior research on physical activity (PA) and cognition is based on predominantly white cohorts and focused on associations of PA with mean (average) cognition versus the distribution of cognition. Quantile regression offers a novel way to quantify how PA affects cognition across the entire distribution.
The Kaiser Healthy Aging and Diverse Life Experiences study includes 30% white, 19% black, 25% Asian, and 26% Latinx adults age 65+ living in Northern California (n = 1600). The frequency of light or heavy PA was summarized as 2 continuous variables. Outcomes were z-scored executive function, semantic memory, and verbal episodic memory. We tested associations of PA with mean cognition using linear regression and used quantile regression to estimate the association of PA with the 10th-90th percentiles of cognitive scores.
Higher levels of PA were associated with higher mean semantic memory (b = 0.10; 95% CI: 0.06, 0.14) and executive function (b = 0.05; 95% CI: 0.01, 0.09). Associations of PA across all 3 cognitive domains were stronger at low quantiles of cognition.
PA is associated with cognition in this racially/ethnically diverse sample and may have larger benefits for individuals with low cognitive scores, who are most vulnerable to dementia.
以往大多数关于身体活动(PA)与认知的研究主要基于白人队列,且重点关注PA与平均(均值)认知的关联,而非认知分布情况。分位数回归提供了一种全新的方法来量化PA如何在整个认知分布范围内影响认知。
凯撒健康老龄化与多元生活经历研究纳入了居住在北加利福尼亚州的1600名65岁及以上成年人,其中白人占30%,黑人占19%,亚裔占25%,拉丁裔占26%。轻度或重度PA的频率被总结为两个连续变量。结果指标为标准化后的执行功能、语义记忆和言语情景记忆。我们使用线性回归测试PA与平均认知的关联,并使用分位数回归估计PA与认知分数第10至90百分位数的关联。
较高水平的PA与较高的平均语义记忆(b = 0.10;95%置信区间:0.06,0.14)和执行功能(b = 0.05;95%置信区间:0.01,0.09)相关。在认知的低分位数水平上,PA与所有三个认知领域的关联更强。
在这个种族/民族多样化的样本中,PA与认知相关,并且对于认知分数较低、最易患痴呆症的个体可能具有更大的益处。