d'Arbeloff Tracy, Elliott Maxwell L, Knodt Annchen R, Sison Maria, Melzer Tracy R, Ireland David, Ramrakha Sandhya, Poulton Richie, Caspi Avshalom, Moffitt Terrie E, Hariri Ahmad R
Department of Psychology & Neuroscience, Duke University, Durham, NC, United States.
New Zealand Brain Research Institute, Christchurch, New Zealand.
Front Aging Neurosci. 2021 Apr 6;13:652575. doi: 10.3389/fnagi.2021.652575. eCollection 2021.
Disappointing results from clinical trials designed to delay structural brain decline and the accompanying increase in risk for dementia in older adults have precipitated a shift in testing promising interventions from late in life toward midlife before irreversible damage has accumulated. This shift, however, requires targeting midlife biomarkers that are associated with clinical changes manifesting only in late life. Here we explored possible links between one putative biomarker, distributed integrity of brain white matter, and two intervention targets, cardiovascular fitness and healthy lifestyle behaviors, in midlife. At age 45, fractional anisotropy (FA) derived from diffusion weighted MRI was used to estimate the microstructural integrity of distributed white matter tracts in a population-representative birth cohort. Age-45 cardiovascular fitness (VOMax; = 801) was estimated from heart rates obtained during submaximal exercise tests; age-45 healthy lifestyle behaviors were estimated using the Nyberg Health Index ( = 854). Ten-fold cross-validated elastic net predictive modeling revealed that estimated VOMax was modestly associated with distributed FA. In contrast, there was no significant association between Nyberg Health Index scores and FA. Our findings suggest that cardiovascular fitness levels, but not healthy lifestyle behaviors, are associated with the distributed integrity of white matter in the brain in midlife. These patterns could help inform future clinical intervention research targeting ADRDs.
旨在延缓老年人脑结构衰退以及随之而来的痴呆风险增加的临床试验结果令人失望,这促使人们将有前景的干预措施的测试时机从生命晚期转向中年,即在不可逆转的损害积累之前。然而,这种转变需要针对那些与仅在生命晚期才显现的临床变化相关的中年生物标志物。在此,我们探讨了一种假定的生物标志物——脑白质的分布完整性,与中年时期的两个干预目标——心血管健康状况和健康生活方式行为之间的可能联系。在45岁时,利用扩散加权磁共振成像得出的分数各向异性(FA)来估计一个具有人群代表性的出生队列中分布的白质束的微观结构完整性。通过次极量运动测试期间获得的心率来估计45岁时的心血管健康状况(最大摄氧量;n = 801);使用尼伯格健康指数来估计45岁时的健康生活方式行为(n = 854)。十折交叉验证的弹性网络预测模型显示,估计的最大摄氧量与分布的FA有适度关联。相比之下,尼伯格健康指数得分与FA之间没有显著关联。我们的研究结果表明,中年时期心血管健康水平与脑白质的分布完整性相关,而健康生活方式行为则不然。这些模式可能有助于为未来针对老年痴呆症和相关痴呆症的临床干预研究提供信息。