Scientific ReportsNeurosciencePeer-reviewed journal article
Confounding effects of heart rate, breathing rate, and frontal fNIRS on interoception
Diego Candia‐RiveraiD, María Sofía SappiaiD, Jörn M. HorschigiD, Willy N. J. M. ColieriD, Gaetano ValenzaiD
Abstract
Recent studies have established that cardiac and respiratory phases can modulate perception and related neural dynamics. While heart rate and respiratory sinus arrhythmia possibly affect interoception biomarkers, such as heartbeat-evoked potentials, the relative changes in heart rate and cardiorespiratory dynamics in interoceptive processes have not yet been investigated. In this study, we investigated the variation in heart and breathing rates, as well as higher functional dynamics including cardiorespiratory correlation and frontal hemodynamics measured with fNIRS, during a heartbeat counting task. To further investigate the functional physiology linked to changes in vagal activity caused by specific breathing rates, we performed the heartbeat counting task together with a controlled breathing rate task. The results demonstrate that focusing on heartbeats decreases breathing and heart rates in comparison, which may be part of the physiological mechanisms related to "listening" to the heart, the focus of attention, and self-awareness. Focusing on heartbeats was also observed to increase frontal connectivity, supporting the role of frontal structures in the neural monitoring of visceral inputs. However, cardiorespiratory correlation is affected by both heartbeats counting and controlled breathing tasks. Based on these results, we concluded that variations in heart and breathing rates are confounding factors in the assessment of interoceptive abilities and relative fluctuations in breathing and heart rates should be considered to be a mode of covariate measurement of interoceptive processes.
- Citations
- 27
- FWCI
- 3.65
- Field percentile
- top 5%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Brain-heart interactions are optimized across the respiratory cycle via interoceptive attention
Andrea Zaccaro, Mauro Gianni Perrucci, … Francesca Ferri·NeuroImagePeer-reviewed·Aug 11, 2022
- Cardio-respiratory interactions in interoceptive perception: The role of heartbeat-modulated cortical oscillations
Andrea Zaccaro, Francesca della Penna, … Francesca Ferri·NeuroImagePeer-reviewed·Jan 10, 2026
- Sensing the heart, seeing the world: Neural mechanisms of attentional allocation between interoception and exteroception
Sukhbinder Kumar, Joel S. Winston, … Timothy David Griffiths·bioRxiv·Sep 28, 2026
- The interplay between focus of attention, respiratory phases, and the Heartbeat Evoked Potential
Andrea Zaccaro, Francesca della Penna, … Francesca Ferri·iSciencePeer-reviewed·Mar 27, 2024
- Focus of attention modulates the heartbeat evoked potential
Frederike H. Petzschner, Lilian A. E. Weber, … Klaas Enno Stephan·NeuroImagePeer-reviewed·Nov 22, 2018
- Interoceptive signals shape the earliest markers and neural pathway to awareness at the visual threshold
Viviana Leupin, Juliane Britz·Proceedings of the National Academy of SciencesPeer-reviewed·Sep 3, 2024