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A Brain Phenotype for Stressor‐Evoked Blood Pressure Reactivity
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 ind...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5634271/ https://www.ncbi.nlm.nih.gov/pubmed/28835356 http://dx.doi.org/10.1161/JAHA.117.006053 |
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author | Gianaros, Peter J. Sheu, Lei K. Uyar, Fatma Koushik, Jayanth Jennings, J. Richard Wager, Tor D. Singh, Aarti Verstynen, Timothy D. |
author_facet | Gianaros, Peter J. Sheu, Lei K. Uyar, Fatma Koushik, Jayanth Jennings, J. Richard Wager, Tor D. Singh, Aarti Verstynen, Timothy D. |
author_sort | Gianaros, Peter J. |
collection | PubMed |
description | 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<0.005) and diastolic BP (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. |
format | Online Article Text |
id | pubmed-5634271 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-56342712017-10-18 A Brain Phenotype for Stressor‐Evoked Blood Pressure Reactivity Gianaros, Peter J. Sheu, Lei K. Uyar, Fatma Koushik, Jayanth Jennings, J. Richard Wager, Tor D. Singh, Aarti Verstynen, Timothy D. J Am Heart Assoc Original Research 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<0.005) and diastolic BP (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. John Wiley and Sons Inc. 2017-08-23 /pmc/articles/PMC5634271/ /pubmed/28835356 http://dx.doi.org/10.1161/JAHA.117.006053 Text en © 2017 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley. This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial (http://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Original Research Gianaros, Peter J. Sheu, Lei K. Uyar, Fatma Koushik, Jayanth Jennings, J. Richard Wager, Tor D. Singh, Aarti Verstynen, Timothy D. A Brain Phenotype for Stressor‐Evoked Blood Pressure Reactivity |
title | A Brain Phenotype for Stressor‐Evoked Blood Pressure Reactivity |
title_full | A Brain Phenotype for Stressor‐Evoked Blood Pressure Reactivity |
title_fullStr | A Brain Phenotype for Stressor‐Evoked Blood Pressure Reactivity |
title_full_unstemmed | A Brain Phenotype for Stressor‐Evoked Blood Pressure Reactivity |
title_short | A Brain Phenotype for Stressor‐Evoked Blood Pressure Reactivity |
title_sort | brain phenotype for stressor‐evoked blood pressure reactivity |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5634271/ https://www.ncbi.nlm.nih.gov/pubmed/28835356 http://dx.doi.org/10.1161/JAHA.117.006053 |
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