Britton Mark K, Hoogerwoerd Hannah, Juhasz Joshua, Johnson Keyanni Joy, Stewart Paul D, Merritt Stacy S, Jessup Cortney J, Wright Clinton B, Raichlen David A, Hishaw G Alex, Del Bene Victor A, Wadley Virginia G, Trouard Theodore P, Alperin Noam, Levin Bonnie E, Rundek Tatjana, Visscher Kristina M, Alexander Gene E, Cohen Ronald A, Porges Eric C, Gullett Joseph M
Department of Epidemiology, College of Medicine and College of Public Health and Health Professions, University of Florida, Gainesville, Florida, 32610, United States.
Center for Cognitive Aging and Memory, Evelyn F. and William L. McKnight Brain Institute, University of Florida, Gainesville, Florida, 32610, United States.
bioRxiv. 2025 May 30:2025.05.26.655855. doi: 10.1101/2025.05.26.655855.
The cognitively-intact oldest-old (85+) may be the most-resilient members of their birth cohort; due to survivorship effects (e.g., depletion of susceptibles), risk factors associated with brain aging biomarkers in younger samples may not generalize to the oldest-old. We evaluated associations between established aging-related risk factors and brain-predicted age difference (brainPAD) in a cross-sectional cognitively-intact oldest-old sample. Additionally, we evaluated brainPAD-cognition associations to characterize brain maintenance vs. cognitive reserve in our sample. Oldest-old adults (N = 206; 85-99 years; MoCA > 22 or neurologist evaluation) underwent T1-weighted MRI; brainPAD was generated with brainageR, such that more-positive brainPAD reflected relatively advanced brain aging. Sex, educational attainment, alcohol and smoking history, exercise history, BMI, cardiovascular and metabolic disease history, and anticholinergic medication burden were self-reported. Global cognitive z-score and coefficient of variation were derived from the NACC UDS 3.0 cognitive battery; crystallized-fluid discrepancy was derived from the NIH Toolbox Cognitive Battery. Mean brainPAD was -7.99 (SD: 5.37; range: -24.50, 6.03). Women showed more-delayed brain aging than men (B = -2.35, 95% CI = -4.28, -0.41, p = 0.018). No other exposures were associated with brainPAD. BrainPAD was not associated with any cognitive variable. These findings suggest that cognitively-intact oldest-old adults may be atypically-resistant to risk factors associated with aging in younger samples, consistent with survivorship effects in aging. Furthermore, brainPAD may have limited explanatory value for cognitive performance in cognitively-intact oldest-old adults, potentially due to high cognitive reserve. Overall, our findings highlight the impact of survivorship effects on brain aging research.
认知功能正常的高龄老人(85岁及以上)可能是其出生队列中最具韧性的群体;由于生存效应(如易感人群的减少),年轻样本中与脑老化生物标志物相关的风险因素可能不适用于高龄老人。我们在一个认知功能正常的高龄老人横断面样本中评估了既定的与衰老相关的风险因素与脑预测年龄差异(brainPAD)之间的关联。此外,我们评估了brainPAD与认知的关联,以描述我们样本中的脑维持与认知储备情况。高龄老人(N = 206;85 - 99岁;蒙特利尔认知评估量表得分> 22或经神经科医生评估)接受了T1加权磁共振成像;使用brainageR生成brainPAD,脑PAD越正向反映脑老化相对越严重。性别、教育程度、饮酒和吸烟史、运动史、体重指数、心血管和代谢疾病史以及抗胆碱能药物负担均通过自我报告获得。全球认知z分数和变异系数来自NACC UDS 3.0认知测试组;晶态-液态差异来自美国国立卫生研究院工具箱认知测试组。平均脑PAD为-7.99(标准差:5.37;范围:-24.50,6.03)。女性的脑老化比男性延迟更多(B = -2.35,95%置信区间 = -4.28,-0.41,p = 0.018)。没有其他暴露因素与脑PAD相关。脑PAD与任何认知变量均无关联。这些发现表明,认知功能正常的高龄老人可能对年轻样本中与衰老相关的风险因素具有非典型的抵抗力,这与衰老中的生存效应一致。此外,对于认知功能正常的高龄老人,脑PAD对认知表现的解释价值可能有限,这可能是由于较高的认知储备。总体而言,我们的发现突出了生存效应对脑老化研究的影响。