Department of Psychology, University of Pittsburgh, Pittsburgh, PA
Center for the Neural Basis of Cognition, University of Pittsburgh and Carnegie Mellon University, Pittsburgh, PA.
J Am Heart Assoc. 2017 Aug 23;6(9):e006053. doi: 10.1161/JAHA.117.006053.
Individuals who exhibit large-magnitude blood pressure (BP) reactions to acute psychological stressors are at risk for hypertension and premature death by cardiovascular disease. This study tested whether a multivariate pattern of stressor-evoked brain activity could reliably predict individual differences in BP reactivity, providing novel evidence for a candidate neurophysiological source of stress-related cardiovascular risk.
Community-dwelling adults (N=310; 30-51 years; 153 women) underwent functional magnetic resonance imaging with concurrent BP monitoring while completing a standardized battery of stressor tasks. Across individuals, the battery evoked an increase systolic and diastolic BP relative to a nonstressor baseline period (M ∆systolic BP/∆diastolic BP=4.3/1.9 mm Hg [95% confidence interval=3.7-5.0/1.4-2.3 mm Hg]). Using cross-validation and machine learning approaches, including dimensionality reduction and linear shrinkage models, a multivariate pattern of stressor-evoked functional magnetic resonance imaging activity was identified in a training subsample (N=206). This multivariate pattern reliably predicted both systolic BP (=0.32; <0.005) and diastolic BP (=0.25; <0.01) reactivity in an independent subsample used for testing and replication (N=104). Brain areas encompassed by the pattern that were strongly predictive included those implicated in psychological stressor processing and cardiovascular responding through autonomic pathways, including the medial prefrontal cortex, anterior cingulate cortex, and insula.
A novel multivariate pattern of stressor-evoked brain activity may comprise a phenotype that partly accounts for individual differences in BP reactivity, a stress-related cardiovascular risk factor.
对急性心理应激源表现出血压(BP)反应幅度较大的个体,患高血压和心血管疾病导致的过早死亡的风险较高。本研究测试了应激诱发的大脑活动的多变量模式是否可以可靠地预测 BP 反应性的个体差异,为应激相关心血管风险的候选神经生理来源提供了新的证据。
社区居住的成年人(N=310;30-51 岁;153 名女性)在进行功能磁共振成像的同时进行血压监测,同时完成标准化的应激任务电池。在个体之间,该电池引起收缩压和舒张压相对于非应激基线期升高(M ∆收缩压/∆舒张压=4.3/1.9mm Hg [95%置信区间=3.7-5.0/1.4-2.3mm Hg])。使用交叉验证和机器学习方法,包括降维和线性收缩模型,在训练子样本(N=206)中确定了应激诱发功能磁共振成像活动的多变量模式。该多变量模式在用于测试和复制的独立子样本(N=104)中可靠地预测了收缩压(=0.32;<0.005)和舒张压(=0.25;<0.01)反应性。该模式所包含的具有强预测性的脑区包括通过自主途径涉及心理应激处理和心血管反应的内侧前额叶皮质、前扣带皮质和岛叶。
应激诱发的大脑活动的新型多变量模式可能构成部分解释 BP 反应性个体差异的表型,BP 反应性是一种与应激相关的心血管风险因素。