Rasero Javier, Verstynen Timohy D, DuPont Caitlin M, Kraynak Thomas E, Barinas-Mitchell Emma, Scudder Mark R, Kamarck Thomas W, Sentis Amy I, Leckie Regina L, Gianaros Peter J
Department of Psychology and Neuroscience Institute Carnegie Mellon University Pittsburgh PA USA.
School of Data Science University of Virginia Charlottesville VA USA.
J Am Heart Assoc. 2025 May 20;14(10):e034908. doi: 10.1161/JAHA.124.034908. Epub 2025 Mar 31.
Cardiovascular responses to psychological stressors have been separately associated with preclinical atherosclerosis and hemodynamic brain activity patterns across different studies and cohorts; however, what has not been established is whether cardiovascular stress responses reliably link indicators of stressor-evoked brain activity and preclinical atherosclerosis that have been measured in the same individuals. Accordingly, the present study used cross-validation and predictive modeling to test for the first time whether stressor-evoked systolic blood pressure responses statistically mediated the association between concurrently measured brain activity and a vascular marker of preclinical atherosclerosis in the carotid arteries.
Six hundred twenty-four midlife adults (aged 28-56 years, 54.97% women) from 2 different cohorts underwent 2 information-conflict functional magnetic resonance imaging tasks, with concurrent systolic blood pressure measures collected. Carotid artery intima-media thickness was measured by ultrasonography. A mediation framework that included harmonization, cross-validation, and penalized principal component regression was then used. Brain areas where functional magnetic resonance imaging activity exhibited reliable direct and indirect effects were identified through bootstrapping. Sensitivity analysis further tested the robustness of findings after accounting for prevailing levels of cardiovascular disease risk and brain imaging data quality. Task-averaged patterns of functional magnetic resonance imaging activity across distributed brain areas exhibited a generalizable association with carotid artery intima-media thickness, which was reliably mediated by an area under the curve measure of aggregate systolic blood pressure reactivity. Importantly, this effect held in sensitivity analyses. Implicated brain areas in this mediation included the ventromedial prefrontal cortex, anterior cingulate cortex, insula, and amygdala.
These novel findings support a link between stressor-evoked brain activity and preclinical atherosclerosis, which is accounted for by individual differences in corresponding levels of stressor-evoked cardiovascular reactivity.
在不同的研究和队列中,心血管对心理应激源的反应分别与临床前动脉粥样硬化和血流动力学脑活动模式相关;然而,尚未确定的是,心血管应激反应是否能可靠地联系在同一受试者中测量的应激源诱发的脑活动指标和临床前动脉粥样硬化。因此,本研究首次使用交叉验证和预测模型来测试应激源诱发的收缩压反应是否在统计学上介导了同时测量的脑活动与颈动脉临床前动脉粥样硬化血管标志物之间的关联。
来自2个不同队列的624名中年成年人(年龄28 - 56岁,54.97%为女性)接受了2项信息冲突功能磁共振成像任务,并同时测量收缩压。通过超声测量颈动脉内膜中层厚度。然后使用了一个包括协调、交叉验证和惩罚主成分回归的中介框架。通过自抽样确定功能磁共振成像活动表现出可靠的直接和间接效应的脑区。敏感性分析在考虑心血管疾病风险的普遍水平和脑成像数据质量后,进一步测试了研究结果的稳健性。分布在不同脑区的功能磁共振成像活动的任务平均模式与颈动脉内膜中层厚度呈现出一种可推广的关联,这种关联由收缩压反应性总和的曲线下面积测量值可靠地介导。重要的是,这种效应在敏感性分析中仍然成立。在这种中介作用中涉及的脑区包括腹内侧前额叶皮层、前扣带回皮层、岛叶和杏仁核。
这些新发现支持了应激源诱发的脑活动与临床前动脉粥样硬化之间的联系,这是由应激源诱发的心血管反应性相应水平的个体差异所导致的。