Lorenzon Giulia, Marseglia Anna, Poulakis Konstantinos, Imbimbo Camillo, Rydén Lina, Galaris Evangelos, Lindberg Olof, Shams Sara, Mohanty Rosaleena, Ferreira Daniel, Kivipelto Miia, Eriksdotter Maria, Kern Silke, Skoog Ingmar, Westman Eric
Karolinska Institutet.
University of Gothenburg.
Res Sq. 2025 Aug 27:rs.3.rs-7349116. doi: 10.21203/rs.3.rs-7349116/v1.
Aging involves heterogeneous brain grey matter (GM) loss patterns that may overlap with dementia-related changes. We evaluated cognitively unimpaired older adults to identify specific GM patterns, their clinical and cognitive profiles, and longitudinal trajectories.
We analyzed 746 participants from the Gothenburg H70 Study using random forest clustering based on MRI measures of cortical thickness and subcortical volume across 41 regions. We examined associations with clinical and MRI variables, APOE status, and CSF Alzheimer biomarkers (n = 286), and assessed 5-year cognitive and brain trajectories using regression models.
Five clusters emerged, mainly differing in frontoparietal regions. Compared to Cluster 1 (reference), Cluster 2 showed diffuse GM loss, higher odds of diabetes (OR = 2.54, 95%CI [1.27-5.06]) and risk alcohol consumption (OR = 1.83, 95%CI [1.13-2.97]), poorer episodic memory (β=-0.190, p = 0.014) and visuospatial abilities (β =-0.209, p = 0.044), and greater longitudinal decline in MMSE (β = - 0.448, p = 0.035) and increase in white matter hyperintensity volume (β = 1.843, p = 0.004). Clusters 3 showed thicker GM and lower BMI (OR = 0.57, 95%CI [0.35-0.94]). Cluster 4 had preserved GM, lower smoking habits (OR = 0.62, 95%CI [0.40-0.95]), triglycerides levels (OR = 0.55, 95%CI [0.32-0.95]) and depression (OR = 0.17, 95%CI [0.05-0.56]), higher education (OR = 2.52, 95%CI [1.08-5.87]) and better cognition in multiple domains. Cluster 5 had mixed GM pattern and higher odds of heart disease (OR = 3.44, 95%CI [1.48-8.01]).
Cardiovascular and psychosocial factors are key determinants of GM integrity and cognition. Targeting these risks factors may preserve brain health in late life.
衰老涉及异质性脑灰质(GM)丢失模式,这些模式可能与痴呆相关变化重叠。我们评估了认知未受损的老年人,以识别特定的GM模式、他们的临床和认知概况以及纵向轨迹。
我们分析了来自哥德堡H70研究的746名参与者,使用基于41个区域皮质厚度和皮质下体积的MRI测量的随机森林聚类。我们检查了与临床和MRI变量、APOE状态和脑脊液阿尔茨海默生物标志物(n = 286)的关联,并使用回归模型评估了5年的认知和脑轨迹。
出现了五个聚类,主要在前额叶区域存在差异。与聚类1(参照组)相比,聚类2显示弥漫性GM丢失、糖尿病几率更高(OR = 2.54,95%CI [1.27 - 5.06])和危险饮酒几率更高(OR = 1.83,95%CI [1.13 - 2.97])、情景记忆较差(β = -0.190,p = 0.014)和视觉空间能力较差(β = -0.209,p = 0.044),以及MMSE的更大纵向下降(β = -0.448,p = 0.035)和白质高信号体积增加(β = 1.843,p = 0.004)。聚类3显示GM更厚且BMI更低(OR = 0.57,95%CI [0.35 - 0.94])。聚类4的GM保存良好、吸烟习惯较低(OR = 0.62,95%CI [0.40 - 0.95])、甘油三酯水平较低(OR = 0.55,95%CI [0.32 - 0.95])和抑郁症几率较低(OR = 0.17,95%CI [0.05 - 0.56])、教育程度较高(OR = 2.52,95%CI [1.08 - 5.87])且在多个领域认知更好。聚类5具有混合GM模式且心脏病几率更高(OR = 3.44,95%CI [1.48 - 8.01])。
心血管和心理社会因素是GM完整性和认知的关键决定因素。针对这些风险因素可能在晚年保持大脑健康。