Evidence map›Paper›PMID 42602053›Full record

ArticleFrontiers in systems neuroscience2026

Respiratory phase shapes brain-heart dynamics: evidence from recurrence analysis of EEG band power and heart rate.

MariNieves Pardo-Rodriguez, Erik Bojorges-Valdez, Oscar Arias-Carrion, Oscar Yanez-Suarez, Jorge Gonzalez-Ordiano

Abstract read
In one paragraph

Article in Frontiers in systems neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

MariNieves Pardo-RodriguezEngineering Studies for Innovation, Universidad Iberoamericana Ciudad de México, Mexico City, Mexico.
Erik Bojorges-ValdezEngineering Studies for Innovation, Universidad Iberoamericana Ciudad de México, Mexico City, Mexico.
Oscar Arias-CarrionDivision of Clinical Neuroscience, Instituto Nacional de Rehabilitación Luis Guillermo Ibarra Ibarra, Mexico City, Mexico.
Oscar Yanez-SuarezNeuroimage Research Laboratory, Universidad Autónoma Metropolitana-Iztapalapa, Mexico City, Mexico.
Jorge Gonzalez-OrdianoInstitute of Applied Research and Technology, Universidad Iberoamericana Ciudad de Mexico, Mexico City, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Respiration is increasingly recognized as a key modulator of brain-body interactions, influencing both neural and autonomic dynamics. While prior work has demonstrated respiratory-driven entrainment, it remains unclear whether distinct phases of the breathing cycle give rise to different dynamical regimes of cortical activity. Methods: In this study, we investigated respiratory-phase-dependent modulation of brain-heart interactions during controlled breathing, focusing on breath-hold periods following inhalation and exhalation. EEG band power time series and heart rate (HR) were analyzed in 15 healthy subjects. In addition to conventional spectral measures, recurrence quantification analysis was employed to characterize non-linear dynamics in cortical activity. Results: Results revealed clear respiratory-phase-dependent differences. Inhale-hold was associated with increased γ band power, higher recurrence rate, and elevated HR, whereas exhale-hold showed reduced γ activity, lower recurrence, and decreased HR. These findings are consistent with known mechanisms of respiratory sinus arrhythmia and suggest that the two conditions correspond to distinct autonomic states. From a dynamical systems perspective, increased recurrence during inhale-hold suggests more structured and constrained cortical dynamics, while reduced recurrence during exhale-hold reflects comparatively more variable activity. Discussion: Together, these findings suggest that respiratory phase modulates the organization of brain-body dynamics, potentially reflecting shifts between more stable and more flexible regimes of neural activity. This phase-dependent organization supports the view that respiration may act as a physiological mechanism for dynamically tuning brain-heart interactions, with implications for understanding the role of breathing in the modulation of neural dynamics.

Indexed as

brain heart interactionscontrolled breathingnon-linear dynamicsrecurrence quantification analysisrespiratory modulation

Identifiers

PMID42602053
PMCPMC13473007

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.