Exploring Higher-Order Interactions at Different Resolutions in Cardiovascular Dynamic Networks

Here we analyze higher-order interactions (HOIs) in dynamic cardiovascular networks described by the variability of heart period, systolic and diastolic arterial pressure, cardiac output and peripheral vascular resistance at rest and during orthostatic and mental stress. We employ an integrated exploration of the emergent redundant/synergistic character of HOIs both across the entire networks and at the level of individual links and nodes. Our results reveal an heterogeneous and state-dependent distribution of HOIs, reflecting the influence of stress-induced sympathetic activation on cardiovascular oscillations.

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Published
2024-10-23
DOI
https://doi.org/10.1109/esgco63003.2024.10767047
Primary Topic
Functional Brain Connectivity Studies
Type
article
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article

Exploring Higher-Order Interactions at Different Resolutions in Cardiovascular Dynamic Networks

Gorana Mijatović, Jelena Bjelica, Michal Javorka, Luca Faes et al.
Functional Brain Connectivity Studies
article

Exploring Higher-Order Interactions at Different Resolutions in Cardiovascular Dynamic Networks

Gorana Mijatović, Jelena Bjelica, Michal Javorka, Luca Faes, Sebastiano Stramaglia
article en

Abstract

Here we analyze higher-order interactions (HOIs) in dynamic cardiovascular networks described by the variability of heart period, systolic and diastolic arterial pressure, cardiac output and peripheral vascular resistance at rest and during orthostatic and mental stress. We employ an integrated exploration of the emergent redundant/synergistic character of HOIs both across the entire networks and at the level of individual links and nodes. Our results reveal an heterogeneous and state-dependent distribution of HOIs, reflecting the influence of stress-induced sympathetic activation on cardiovascular oscillations.

University of Novi Sad (RS), University of Bari Aldo Moro (IT), Comenius University Bratislava (SK), University of Palermo (IT)
Openalex Percentile: Top 78%
Functional Brain Connectivity Studies
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