Stressor-evoked brain activity, cardiovascular reactivity, and subclinical atherosclerosis in midlife adults
Background: 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 (SBP) responses statistically mediated the association between concurrently measured brain activity and a vascular marker of preclinical atherosclerosis in the carotid arteries.
Methods: 624 midlife adults (aged 28-56 years, 54.97% female) from two different cohorts underwent two information-conflict fMRI tasks, with concurrent SBP measures collected. Carotid artery intima-media thickness (CA-IMT) was measured by ultrasonography. A mediation framework that included harmonization, cross-validation, and penalized principal component regression was then employed, while significant areas in possible 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 control.
Results: Task-averaged patterns of hemodynamic brain responses exhibited a generalizable association with CA-IMT, which was mediated by an area-under-the-curve measure of aggregate SBP 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.
Conclusions: These novel findings support a link between stressor-evoked brain activity and preclinical atherosclerosis accounted for by individual differences in corresponding levels of stressor-evoked cardiovascular reactivity.
| Medienart: |
E-Artikel |
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| Erscheinungsjahr: |
2024 |
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| Erschienen: |
2024 |
| Enthalten in: |
Zur Gesamtaufnahme - year:2024 |
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| Enthalten in: |
medRxiv : the preprint server for health sciences - (2024) vom: 06. Feb. |
| Sprache: |
Englisch |
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| Beteiligte Personen: |
Rasero, Javier [VerfasserIn] |
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| Links: |
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| Themen: |
Cardiovascular reactivity |
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| Anmerkungen: |
Date Revised 26.02.2024 published: Electronic Citation Status PubMed-not-MEDLINE |
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| doi: |
10.1101/2024.02.05.24302236 |
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| funding: |
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| Förderinstitution / Projekttitel: |
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| PPN (Katalog-ID): |
NLM368609111 |
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| 100 | 1 | |a Rasero, Javier |e verfasserin |4 aut | |
| 245 | 1 | 0 | |a Stressor-evoked brain activity, cardiovascular reactivity, and subclinical atherosclerosis in midlife adults |
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| 500 | |a Date Revised 26.02.2024 | ||
| 500 | |a published: Electronic | ||
| 500 | |a Citation Status PubMed-not-MEDLINE | ||
| 520 | |a Background: 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 (SBP) responses statistically mediated the association between concurrently measured brain activity and a vascular marker of preclinical atherosclerosis in the carotid arteries | ||
| 520 | |a Methods: 624 midlife adults (aged 28-56 years, 54.97% female) from two different cohorts underwent two information-conflict fMRI tasks, with concurrent SBP measures collected. Carotid artery intima-media thickness (CA-IMT) was measured by ultrasonography. A mediation framework that included harmonization, cross-validation, and penalized principal component regression was then employed, while significant areas in possible 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 control | ||
| 520 | |a Results: Task-averaged patterns of hemodynamic brain responses exhibited a generalizable association with CA-IMT, which was mediated by an area-under-the-curve measure of aggregate SBP 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 | ||
| 520 | |a Conclusions: These novel findings support a link between stressor-evoked brain activity and preclinical atherosclerosis accounted for by individual differences in corresponding levels of stressor-evoked cardiovascular reactivity | ||
| 650 | 4 | |a Preprint | |
| 650 | 4 | |a cardiovascular reactivity | |
| 650 | 4 | |a functional magnetic resonance | |
| 650 | 4 | |a mediation | |
| 650 | 4 | |a preclinical carotid atherosclerosis | |
| 650 | 4 | |a stress | |
| 700 | 1 | |a Verstynen, Timothy D |e verfasserin |4 aut | |
| 700 | 1 | |a DuPont, Caitlin M |e verfasserin |4 aut | |
| 700 | 1 | |a Kraynak, Thomas E |e verfasserin |4 aut | |
| 700 | 1 | |a Barinas-Mitchell, Emma |e verfasserin |4 aut | |
| 700 | 1 | |a Scudder, Mark R |e verfasserin |4 aut | |
| 700 | 1 | |a Kamarck, Thomas W |e verfasserin |4 aut | |
| 700 | 1 | |a Sentis, Amy I |e verfasserin |4 aut | |
| 700 | 1 | |a Leckie, Regina L |e verfasserin |4 aut | |
| 700 | 1 | |a Gianaros, Peter J |e verfasserin |4 aut | |
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