Zammit Andrea R, Yu Lei, Poole Victoria N, Arfanakis Konstantinos, Schneider Julie A, Petyuk Vladislav A, De Jager Philip L, Kaddurah-Daouk Rima, Iturria-Medina Yasser, Bennett David A
Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.
Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA.
bioRxiv. 2025 Feb 26:2025.02.21.639584. doi: 10.1101/2025.02.21.639584.
Psychological traits reflecting neuroticism, depressive symptoms, loneliness, and purpose in life are risk factors of AD dementia; however, the underlying biologic mechanisms of these associations remain largely unknown.
To examine whether one or more multi-omic brain molecular subtypes of AD is associated with neuroticism, depressive symptoms, loneliness, and/or purpose in life.
Two cohort-based studies; Religious Orders Study (ROS) and Rush Memory and Aging Project (MAP), both ongoing longitudinal clinical pathological studies that began enrollment in 1994 and 1997.
Older priests, nuns, and brothers from across the U.S. (ROS) and older adults from across the greater Chicago metropolitan area (MAP).
822 decedents with multi-omic data from the dorsolateral prefrontal cortex.
Pseudotime, representing molecular distance from no cognitive impairment (NCI) to AD dementia, and three multi-omic brain molecular subtypes of AD dementia representing 3 omic pathways from no cognitive impairment (NCI) to AD dementia that differ by their omic constituents.
We first ran four separate linear regressions with neuroticism, depressive symptoms, loneliness, purpose in life as the outcomes, and pseudotime as the predictor, adjusting for age, sex and education. We then ran four separate analyses of covariance (ANCOVAs) with Bonferroni-corrected post-hoc tests to test whether the three multi-omic AD subtypes are differentially associated with the four traits, adjusting for the same covariates.
Pseudotime was positively associated (<0.05) with neuroticism and loneliness. AD subtypes were differentially associated with the traits: AD subtypes 1 and 3 were associated with neuroticism; AD subtype 2 with depressive symptoms; AD subtype 3 with loneliness, and AD subtype 2 with purpose in life.
Three multi-omic brain molecular subtypes of AD dementia differentially share omic features with four psychological risk factors of AD dementia. Our data provide novel insights into the biology underlying well-established associations between psychological traits and AD dementia.
反映神经质、抑郁症状、孤独感和生活目标的心理特质是阿尔茨海默病性痴呆的风险因素;然而,这些关联的潜在生物学机制在很大程度上仍不清楚。
研究阿尔茨海默病的一种或多种多组学脑部分子亚型是否与神经质、抑郁症状、孤独感和/或生活目标相关。
两项基于队列的研究;宗教团体研究(ROS)和拉什记忆与衰老项目(MAP),这两项都是正在进行的纵向临床病理研究,分别于1994年和1997年开始招募研究对象。
来自美国各地的老年牧师、修女和修士(ROS)以及来自大芝加哥都会区的老年人(MAP)。
822名来自背外侧前额叶皮质且有多组学数据的死者。
伪时间,代表从无认知障碍(NCI)到阿尔茨海默病性痴呆的分子距离,以及阿尔茨海默病性痴呆的三种多组学脑部分子亚型,代表从无认知障碍(NCI)到阿尔茨海默病性痴呆的3种组学途径,它们在组学成分上有所不同。
我们首先进行了四项单独的线性回归分析,分别以神经质、抑郁症状、孤独感、生活目标为结局变量,伪时间为预测变量,并对年龄、性别和教育程度进行了调整。然后,我们进行了四项单独的协方差分析(ANCOVA),并采用Bonferroni校正的事后检验,以检验三种多组学阿尔茨海默病亚型是否与这四种特质存在差异关联,并对相同的协变量进行了调整。
伪时间与神经质和孤独感呈正相关(P<0.05)。阿尔茨海默病亚型与这些特质存在差异关联:阿尔茨海默病亚型1和3与神经质相关;阿尔茨海默病亚型2与抑郁症状相关;阿尔茨海默病亚型3与孤独感相关,阿尔茨海默病亚型2与生活目标相关。
阿尔茨海默病性痴呆的三种多组学脑部分子亚型与阿尔茨海默病性痴呆的四种心理风险因素在组学特征上存在差异。我们的数据为心理特质与阿尔茨海默病性痴呆之间已确立的关联背后的生物学机制提供了新的见解。