Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.
Heart and Stroke Foundation, Canadian Partnership for Stroke Recovery, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada.
J Alzheimers Dis. 2023;91(2):627-635. doi: 10.3233/JAD-220340.
Metabolic and vascular risk factors (MVRF) are associated with neurodegeneration and poor cognition. There is a need to better understand the impact of these risk factors on brain health in the decades that precede cognitive impairment. Longitudinal assessments can provide new insight regarding changes in MVRFs that are related to brain imaging features.
To investigate whether longitudinal changes in MVRF spanning up to 25 years would be associated with midlife brain volume and cognition.
Participants were from the CARDIA study (N = 467, age at year 25 = 50.6±3.4, female/male = 232/235, black/white = 161/306). Three models were developed, each designed to capture change over time; however, we were primarily interested in the average real variability (ARV) as a means of quantifying MVRF variability across all available assessments.
Multivariate partial least squares that used ARV metrics identified two significant latent variables (partial correlations ranged between 0.1 and 0.26, p < 0.01) that related MVRF ARV and regional brain volumes. Both latent variables reflected associations between brain volume and MVRF ARV in obesity, cholesterol, blood pressure, and glucose. Subsequent bivariate correlations revealed associations among MVRF factors, aggregate brain volume and cognition.
This study demonstrates that MVRF variability over time is associated with midlife brain volume in regions that are relevant to later-life cognitive decline.
代谢和血管风险因素(MVRF)与神经退行性变和认知能力下降有关。需要更好地了解这些风险因素在认知障碍发生前几十年对大脑健康的影响。纵向评估可以提供有关与脑成像特征相关的 MVRF 变化的新见解。
研究长达 25 年的 MVRF 纵向变化是否与中年脑容量和认知相关。
参与者来自 CARDIA 研究(N=467,25 岁时的年龄=50.6±3.4,女性/男性=232/235,黑/白=161/306)。建立了三个模型,每个模型都旨在捕捉随时间的变化;但是,我们主要关注平均真实变异性(ARV),作为量化所有可用评估中 MVRF 变异性的一种手段。
使用 ARV 指标的多元偏最小二乘法确定了两个具有显著意义的潜在变量(偏相关系数在 0.1 到 0.26 之间,p<0.01),这些潜在变量与 MVRF ARV 和区域脑容量相关。这两个潜在变量都反映了肥胖、胆固醇、血压和葡萄糖中脑容量与 MVRF ARV 之间的关联。随后的双变量相关性揭示了 MVRF 因素、总体脑容量和认知之间的关联。
这项研究表明,随时间变化的 MVRF 变异性与中年大脑中与晚年认知能力下降相关的区域的脑容量有关。