Cuspis: A MATLAB Suite for Tasks Investigating Heart-Brain Interactions during fMRI
By: Valerio Villani and Manos Tsakiris
References
- BIOPAC Systems Inc. API for BIOPAC MP150 or MP36R or MP36 or MP35 | BHAPI-01, UPG7, BHAPI-02 | Education, Research. URL
https://www.biopac.com/product/api-biopac-hardware/ . [Online; accessed 27-February-2023]; 2023. - Brainard DH. The Psychophysics Toolbox. Spatial Vision. 1997; 10(4): 433–436. DOI: 10.1163/156856897X00357
- Kleiner M, Brainard D, Pelli D. What’s new in Psychtoolbox-3? 2007.
- Khalsa SS, Adolphs R, Cameron OG, Critchley H, Davenport PW, Feinstein JS, Feusner JD, Garfinkel SN, Lane RD, Mehling WE, Meuret AE, Nemeroff CB, Oppenheimer S, Petzschner FH, Pollatos O, Rhudy JL, Schramm LP, Simmons WK, Stein MB, Stephan KE, Van den Bergh O, Van Diest I, von Leupoldt A, Paulus MP, Ainley V, Al Zoubi O, Aupperle R, Avery J, Baxter L, Benke C, Berner L, Bodurka J, Breese E, Brown T, Burrows K, Cha YH, Clausen A, Cosgrove K, Deville D, Duncan L, Duquette P, Ekhtiari H, Fine T, Ford B, Garcia Cordero I, Gleghorn D, Guereca Y, Harrison NA, Hassanpour M, Hechler T, Heller A, Hellman N, Herbert B, Jarrahi B, Kerr K, Kirlic N, Klabunde M, Kraynak T, Kriegsman M, Kroll J, Kuplicki R, Lapidus R, Le T, Hagen KL, Mayeli A, Morris A, Naqvi N, Oldroyd K, Pané-Farré C, Phillips R, Poppa T, Potter W, Puhl M, Safron A, Sala M, Savitz J, Saxon H, Schoenhals W, Stanwell-Smith C, Teed A, Terasawa Y, Thompson K, Toups M, Umeda S, Upshaw V, Victor T, Wierenga C, Wohlrab C, Yeh H wen, Yoris A, Zeidan F, Zotev V, Zucker N. Interoception and mental health: a roadmap. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. 2018; 3(6): 501–513. DOI: 10.1016/j.bpsc.2017.12.004
- Garfinkel SN, Schulz A, Tsakiris M. Addressing the need for new interoceptive methods. Biological Psychology. 2022; 170:
108322 . DOI: 10.1016/j.biopsycho.2022.108322 - Legrand N, Nikolova N, Correa C, Brændholt M, Stuckert A, Kildahl N, Vejlø M, Fardo F, Allen M. The heart rate discrimination task: a psychophysical method to estimate the accuracy and precision of interoceptive beliefs. Biological Psychology. 2022; 168:
108239 . DOI: 10.1016/j.biopsycho.2021.108239 - Sherman MT, Wang H-T, Garfinkel SN, Critchley HD. The Cardiac Timing Toolbox (CaTT): testing for physiologically plausible effects of cardiac timing on behaviour. Biological Psychology; 2022:
108291 . DOI: 10.1016/j.biopsycho.2022.108291 - Legrand N, Allen M. Systole: a Python package for cardiac signal synchrony and analysis. Journal of Open Source Software. 2022; 7(69):
3832 . DOI: 10.21105/joss.03832 - Mather M, Cacioppo JT, Kanwisher N. How fMRI can inform cognitive theories. Perspectives on Psychological Science. 2013; 8(1): 108–113. DOI: 10.1177/1745691612469037
- Tsakiris M, De Preester H. The interoceptive mind: from homeostasis to awareness. Oxford University Press;
2018 . DOI: 10.1093/oso/9780198811930.001.0001 - Whitehead WE, Drescher VM, Heiman P, Blackwell B. Relation of heart rate control to heartbeat perception. Biofeedback and Self-regulation. 1977; 2(4): 371–392. DOI: 10.1007/BF00998623
- Schandry R. Heart beat perception and emotional experience. Psychophysiology. 1981; 18(4): 483–488. DOI: 10.1111/j.1469-8986.1981.tb02486.x
- Ring C, Brener J. Heartbeat counting is unrelated to heartbeat detection: a comparison of methods to quantify interoception. Psychophysiology. 2018; 55(9):
e13084 . DOI: 10.1111/psyp.13084 - Zamariola G, Maurage P, Luminet O, Corneille O. Interoceptive accuracy scores from the heartbeat counting task are problematic: evidence from simple bivariate correlations. Biological Psychology; 2018. DOI: 10.1016/j.biopsycho.2018.06.006
- Zimprich D, Nusser L, Pollatos O. Are interoceptive accuracy scores from the heartbeat counting task problematic? A comment on Zamariola et al. (2018). Biological Psychology. 2020; 152(July 2019):
107868 . DOI: 10.1016/j.biopsycho.2020.107868 - Ainley V, Tsakiris M, Pollatos O, Schulz A, Herbert BM. Comment on “Zamariola et al. (2018), Interoceptive Accuracy Scores are Problematic: Evidence from Simple Bivariate Correlations”—The empirical data base, the conceptual reasoning and the analysis behind this statement are misconceived and do not support the authors’ conclusions. Biological Psychology. 2020; 152:
107870 . DOI: 10.1016/j.biopsycho.2020.107870 - Corneille O, Desmedt O, Zamariola G, Luminet O, Maurage P. A heartfelt response to Zimprich et al. (2020), and Ainley et al. (2020)’s commentaries: acknowledging issues with the HCT would benefit interoception research. Biological Psychology. 2020; 152(December 2019):
107869 . DOI: 10.1016/j.biopsycho.2020.107869 - Motyka P, Grund M, Forschack N, Al E, Villringer A, Gaebler M. Interactions between cardiac activity and conscious somatosensory perception. Psychophysiology. 2019; 56(10):
e13424 . DOI: 10.1111/psyp.13424 - Al E, Iliopoulos F, Forschack N, Nierhaus T, Grund M, Motyka P, Gaebler M, Nikulin VV, Villringer A. Heart–brain interactions shape somatosensory perception and evoked potentials. Proceedings of the National Academy of Sciences. 2020; 117(19): 10575–10584. DOI: 10.1073/pnas.1915629117
- Garfinkel SN, Barrett AB, Minati L, Dolan RJ, Seth AK, Critchley HD. What the heart forgets: cardiac timing influences memory for words and is modulated by metacognition and interoceptive sensitivity. Psychophysiology. 2013; 50(6): 505–512. DOI: 10.1111/psyp.12039
- Garfinkel SN, Gould van Praag CD, Engels M, Watson D, Silva M, Evans SL, Duka T, Critchley HD. Interoceptive cardiac signals selectively enhance fear memories. Journal of Experimental Psychology: General. 2021; 150(6): 1165–1176. DOI: 10.1037/xge0000967
- Mohr M von, Finotti G, Villani V, Tsakiris M. Taking the pulse of social cognition: cardiac afferent activity and interoceptive accuracy modulate emotional egocentricity bias. Cortex. 2021; 145: 327–340. DOI: 10.1016/j.cortex.2021.10.004
- Azevedo RT, Mohr M von, Tsakiris M. From the viscera to first impressions: phase-dependent cardio-visual signals bias the perceived trustworthiness of faces. Psychological Science; 2022.
09567976221131519 . DOI: 10.1177/09567976221131519 - Azzalini D, Rebollo I, Tallon-Baudry C. Visceral signals shape brain dynamics and cognition. Trends in Cognitive Sciences. 2019; 23(6): 488–509. DOI: 10.1016/j.tics.2019.03.007
- Coll M-P, Hobson H, Bird G, Murphy J. Systematic review and meta-analysis of the relationship between the heartbeat-evoked potential and interoception. Neuroscience & Biobehavioral Reviews. 2021; 122: 190–200. DOI: 10.1016/j.neubiorev.2020.12.012
- Baillet S. Magnetoencephalography for brain electrophysiology and imaging. Nature Neuroscience. 2017; 20(3): 327–339. DOI: 10.1038/nn.4504
- Ferree TC, Clay MT, Tucker DM. The spatial resolution of scalp EEG. Neurocomputing. 2001; 38–40: 1209–1216. DOI: 10.1016/S0925-2312(01)00568-9
- Kleckner IR, Zhang J, Touroutoglou A, Chanes L, Xia C, Simmons WK, Quigley KS, Dickerson BC, Feldman Barrett L. Evidence for a large-scale brain system supporting allostasis and interoception in humans. Nature Human Behaviour. 2017; 1(5): 1–14. DOI: 10.1038/s41562-017-0069
- Critchley H, Wiens S, Rotshtein P, Öhman A, Dolan RJ. Neural systems supporting interoceptive awareness. Nature Neuroscience. 2004; 7(2): 189–195. DOI: 10.1038/nn1176
- Garfinkel SN, Minati L, Gray MA, Seth AK, Dolan RJ, Critchley H. Fear from the heart: sensitivity to fear stimuli depends on individual heartbeats. Journal of Neuroscience. 2014; 34(19): 6573–6582. DOI: 10.1523/JNEUROSCI.3507-13.2014
- Salomon R, Ronchi R, Dönz J, Bello-Ruiz J, Herbelin B, Martet R, Faivre N, Schaller K, Blanke O. The insula mediates access to awareness of visual stimuli presented synchronously to the heartbeat. Journal of Neuroscience. 2016; 36(18): 5115–5127. DOI: 10.1523/JNEUROSCI.4262-15.2016
- Gray MA, Beacher FD, Minati L, Nagai Y, Kemp AH, Harrison NA, Critchley HD. Emotional appraisal is influenced by cardiac afferent information. Emotion. 2012; 12: 180–191. DOI: 10.1037/a0025083
- Di Lernia D, Finotti G, Tsakiris M, Riva G, Naber M. Remote photoplethysmography (rPPG) in the wild: remote heart rate imaging via online webcams; 2022. DOI: 10.31234/osf.io/v89zn
- BIOPAC Systems Inc. ECG electrocardiogram MRI-amplifier | ECG100C-MRI | research | BIOPAC; 2023. URL
https://www.biopac.com/product/ecg-electrocardiogram-amplifier-for-mri/ . [Online; accessed 3-December-2020]. - Azevedo RT, Ainley V, Tsakiris M. Cardio-visual integration modulates the subjective perception of affectively neutral stimuli. International Journal of Psychophysiology. 2016; 99: 10–17. DOI: 10.1016/j.ijpsycho.2015.11.011
- Azevedo RT, Garfinkel SN, Critchley H, Tsakiris M. Cardiac afferent activity modulates the expression of racial stereotypes. Nature Communications. 2017; 8(1):
13854 . DOI: 10.1038/ncomms13854 - Clochesy JM, Cifani L, Howe K. Electrode site preparation techniques: a follow-up study. Heart & Lung: The Journal of Critical Care. 1991; 20(1): 27–30.
- Medina V, Clochesy JM, Omery A. Comparison of electrode site preparation techniques. Heart & lung. 1989; 18(5): 456–460.
- Oster CD. Improving ECG trace quality. Biomedical Instrumentation & Technology. 2000; 34(3): 219–222.
- Mason JW, Ramseth DJ, Chanter DO, Moon TE, Goodman DB, Mendzelevski B. Electrocardiographic reference ranges derived from 79,743 ambulatory subjects. Journal of Electrocardiology. 2007; 40(3): 228–234.
e8 . DOI: 10.1016/j.jelectrocard.2006.09.003 - Suksasilp C, Garfinkel SN. Towards a comprehensive assessment of interoception in a multi-dimensional framework. Biological Psychology. 2022;
108262 . DOI: 10.1016/j.biopsycho.2022.108262 - Iniguez M, Jimenez-Marin A, Erramuzpe A, Acera M, Tijero B, Murueta-Goyena A, Del Pino R, Fernandez T, Carmona-Abellan M, Cabrera-Zubizarreta A, Gómez-Esteban JC, Cortes JM, Gabilondo I. Heart-brain synchronization breakdown in Parkinson’s disease. npj Parkinson’s Disease. 2022; 8(1): 1–11. DOI: 10.1038/s41531-022-00323-w
- Mahmoodi K, Kerick SE, Grigolini P, Franaszczuk PJ, West BJ. Complexity synchronization: a measure of interaction between the brain, heart and lungs. Scientific Reports. 2023; 13(1):
11433 . DOI: 10.1038/s41598-023-38622-8
DOI: https://doi.org/10.5334/jors.476 | Journal eISSN: 2049-9647
Language: English
Submitted on: Jun 7, 2023
Accepted on: Nov 17, 2023
Published on: Dec 15, 2023
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
Keywords:
© 2023 Valerio Villani, Manos Tsakiris, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.