A Brain Phenotype for Stressor‐Evoked Blood Pressure Reactivity
Open Access
- 22 September 2017
- journal article
- research article
- Published by Wolters Kluwer Health in Journal of the American Heart Association
- Vol. 6 (9)
Abstract
Background: 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. Methods and Results: 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 ( r =0.32; P r =0.25; P <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. Conclusions: 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.Keywords
This publication has 64 references indexed in Scilit:
- Functional neuroanatomy of autonomic regulationNeuroImage, 2009
- Brain mediators of cardiovascular responses to social threat, Part II: Prefrontal-subcortical pathways and relationship with anxietyNeuroImage, 2009
- Brain mediators of cardiovascular responses to social threatNeuroImage, 2009
- A review of neuroimaging studies of stressor-evoked blood pressure reactivity: Emerging evidence for a brain-body pathway to coronary heart disease riskNeuroImage, 2009
- Psychological Stress and Cardiovascular DiseaseJACC, 2008
- Individual Differences in Stressor-Evoked Blood Pressure Reactivity Vary with Activation, Volume, and Functional Connectivity of the AmygdalaThe Journal of Neuroscience, 2008
- Heightened Functional Neural Activation to Psychological Stress Covaries With Exaggerated Blood Pressure ReactivityHypertension, 2007
- Detecting and adjusting for artifacts in fMRI time series dataNeuroImage, 2005
- Measuring emotion: The self-assessment manikin and the semantic differentialJournal of Behavior Therapy and Experimental Psychiatry, 1994
- Proposed hostility and Pharisaic-virtue scales for the MMPI.Journal of Applied Psychology, 1954