Heart cycle-related effects on event-related potentials, spectral power changes, and connectivity patterns in the human ECoG

NeuroImage

Volumn 81, Issue , 2013, Pages 178-190

  Kern, Markus ^a,b   Aertsen, Ad ^a   Schulze Bonhage, Andreas ^a,b   Ball, Tonio ^a,b  

^a UNIVERSITY OF FREIBURG   (Germany)

^b UNIVERSITY OF FREIBURG   (Germany)

Author keywords

Connectivity; Electrocorticogram; Heartbeat evoked potential; Phase synchrony; Signal quality; Somatosensory cortex

Indexed keywords

ADOLESCENT; ADULT; ALGORITHM; ARTICLE; ARTIFACT; BRAIN FUNCTION; BRAIN REGION; CINGULATE GYRUS; CLINICAL ARTICLE; CORRELATIONAL STUDY; CORTICAL DYSPLASIA; ELECTROCARDIOGRAM; ELECTROCORTICOGRAPHY; EVOKED SOMATOSENSORY RESPONSE; FEMALE; FRONTAL CORTEX; HEART CYCLE; HEART VENTRICLE CONTRACTION; HEARTBETA EVOKED POTENTIAL; HUMAN; INSULA; MALE; NEUROMODULATION; OSCILLATORY POTENTIAL; PRIMARY SOMATOSENSORY CORTEX; PRIORITY JOURNAL; SENSORIMOTOR FUNCTION; SPECTRAL SENSITIVITY; SYNAPTIC TRANSMISSION; BRAIN MAPPING; ELECTROENCEPHALOGRAPHY; EVOKED RESPONSE; HEART; MIDDLE AGED; PHYSIOLOGY; PROCEDURES; SOMATOSENSORY CORTEX;

ADOLESCENT; ARTIFACTS; BRAIN MAPPING; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS; FEMALE; HEART; HUMANS; MALE; MIDDLE AGED; SOMATOSENSORY CORTEX;

EID: 84878704521     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2013.05.042     Document Type: Article

References (72)

1. Astrand P.-O., Saltin B. Maximal oxygen uptake and heart rate in various types of muscular activity. J. Appl. Physiol. 1961, 16:977-981.
2. Ball T., Nawrot M.P., Pistohl T., Aertsen A., Schulze-bonhage A., Mehring C. Towards an implantable brain-machine interface based on epicortical field potentials. Jahrestagung Der Deutschen Gesellschaft Für Biomedizinische Technik Im VDE - BMT 2004 2004, 756-759. Biomedizinische Technik (Ed.).
3. Ball T., Demandt E., Mutschler I., Neitzel E., Mehring C., Vogt K., Aertsen Ad, Schulze-Bonhage A. Movement related activity in the high gamma range of the human EEG. NeuroImage 2008, 41:302-310.
4. Ball T., Kern M., Mutschler I., Aertsen Ad, Schulze-Bonhage A. Signal quality of simultaneously recorded invasive and non-invasive EEG. NeuroImage 2009, 46:708-716.
5. Ball T., Schulze-Bonhage A., Aertsen Ad, Mehring C. Differential representation of arm movement direction in relation to cortical anatomy and function. J. Neural Eng. 2009, 6:016006.
6. Barlow J.S., Dubinsky J. EKG-artifact minimization in referential EEG recordings by computer subtraction. Electroencephalogr. Clin. Neurophysiol. 1980, 48:470-472.
7. Bechara A., Naqvi N. Listening to your heart: interoceptive awareness as a gateway to feeling. Nat. Neurosci. 2004, 7:102-103.
8. Benjamini Y., Drai D., Elmer G., Kafkafi N., Golani I. Controlling the false discovery rate in behavior genetics research. Behav. Brain Res. 2001, 125:279-284.
9. Bergh U., Kanstrup I.L., Ekblom B. Maximal oxygen uptake during exercise with various combinations of arm and leg work. J. Appl. Physiol. 1976, 41:191-196.
10. Beyer L., Weiss T., Hansen E., Wolf A., Seidel A. Dynamics of central nervous activation during motor imagination. Int. J. Psychophysiol. 1990, 9:75-80.
11. Binnie C.D. Clinical Neurophysiology: EEG, Paediatric Neurophysiology, Special Techniques and Applications 2003, Elsevier Health Sciences.
12. Bleichner M.G., Vansteensel M.J., Huiskamp G.M., Hermes D., Aarnoutse E.J., Ferrier C.H., Ramsey N.F. The effects of blood vessels on electrocorticography. J. Neural Eng. 2011, 8:044002.
13. Cameron O.G., Minoshima S. Regional brain activation due to pharmacologically induced adrenergic interoceptive stimulation in humans. Psychosom. Med. 2002, 64:851-861.
14. Canolty R.T., Edwards E., Dalal S.S., Soltani M., Nagarajan S.S., Kirsch H.E., Berger M.S., Barbaro N.M., Knight R.T. High gamma power is phase-locked to theta oscillations in human neocortex. Science 2006, 313:1626-1628.
15. Canolty R.T., Soltani Maryam, Dalal Sarang S., Edwards Erik, Dronkers N.F., Nagarajan Srikantan S., Kirsch Heidi E., Barbaro Nicholas M., Knight Robert T. Spatiotemporal dynamics of word processing in the human brain. Front. Neurosci. 2007, 1:1.
16. Chang C., Cunningham J.P., Glover G.H. Influence of heart rate on the BOLD signal: the cardiac response function. NeuroImage 2009, 44:857-869.
17. Cooper N.R., Croft R.J., Dominey S.J.J., Burgess A.P., Gruzelier J.H. Paradox lost? Exploring the role of alpha oscillations during externally vs. internally directed attention and the implications for idling and inhibition hypotheses. Int. J. Psychophysiol. 2003, 47:65-74.
18. Cooper R., Binnie C.D., Osselton J.W., Prior P.F., Wisman T. EEG technology. Clinical Neurophysiology: EEG, Paediatric Neurophysiology, Special Techniques and Applications 2003, 8-103. Elsevier Health Sciences.
19. Critchley H.D., Wiens S., Rotshtein P., Ohman A., Dolan R.J. Neural systems supporting interoceptive awareness. Nat. Neurosci. 2004, 7:189-195.
20. Critchley H.D., Rotshtein P., Nagai Y., O'Doherty J., Mathias C.J., Dolan R.J. Activity in the human brain predicting differential heart rate responses to emotional facial expressions. NeuroImage 2005, 24:751-762.
21. Crone N.E., Miglioretti D.L., Gordon B., Lesser R.P. Functional mapping of human sensorimotor cortex with electrocorticographic spectral analysis. II. Event-related synchronization in the gamma band. Brain 1998, 121:2301-2315.
22. Crone N.E., Miglioretti D.L., Gordon B., Sieracki J.M., Wilson M.T., Uematsu S., Lesser R.P. Functional mapping of human sensorimotor cortex with electrocorticographic spectral analysis. I. Alpha and beta event-related desynchronization. Brain 1998, 121(Pt. 12):2271-2299.
23. Crone N.E., Sinai A., Korzeniewska A. High-frequency gamma oscillations and human brain mapping with electrocorticography. Event-Related Dynamics of Brain Oscillations 2006, 275-295. Elsevier.
24. Dirlich G., Vogl L., Plaschke M., Strian F. Cardiac field effects on the EEG. Electroencephalogr. Clin. Neurophysiol. 1997, 102:307-315.
25. Dirlich G., Dietl T., Vogl L., Strian F. Topography and morphology of heart action-related EEG potentials. Electroencephalogr. Clin. Neurophysiol. 1998, 108:299-305.
26. Dworetzky B., Herman S., Tatum W.O. Artifacts of recording. Electroencephalography: Basic Principles, Clinical Applications, and Related Fields 2010, 239-266. Lippincott Williams & Wilkins, Philadelphia. E. Niedermeyer, F.L. da Silva (Eds.).
27. Engel A.K., Moll C.K.E., Fried I., Ojemann G.A. Invasive recordings from the human brain: clinical insights and beyond. Nat. Rev. Neurosci. 2005, 6:35-47.
28. Enzmann D.R., Pelc N.J. Brain motion: measurement with phase-contrast MR imaging. Radiology 1992, 185:653-660.
29. Fukushima H., Terasawa Y., Umeda S. Association between interoception and empathy: evidence from heartbeat-evoked brain potential. Int. J. Psychophysiol. 2011, 79:259-265.
30. Gray M.A., Taggart P., Sutton P.M., Groves D., Holdright D.R., Bradbury D., Brull D., Critchley H.D. A cortical potential reflecting cardiac function. Proc. Natl. Acad. Sci. U. S. A. 2007, 104:6818-6823.
31. Greitz D., Wirestam R., Franck A., Nordell B., Thomsen C., Ståhlberg F. Pulsatile brain movement and associated hydrodynamics studied by magnetic resonance phase imaging. The Monro-Kellie doctrine revisited. Neuroradiology 1992, 34:370-380.
32. Handy T.C. Event-Related Potentials: a Methods Handbook 2004, MIT Press.
33. Hirsch L., Brenner R. Atlas of EEG in Critical Care, 1. Auflage 2010, John Wiley & Sons.
34. Jerbi K., Freyermuth S., Dalal S., Kahane Philippe, Bertrand O., Berthoz A., Lachaux J.-P. Saccade related gamma-band activity in intracerebral EEG: dissociating neural from ocular muscle activity. Brain Topogr. 2009, 22:18-23.
35. Khalsa S.S., Rudrauf D., Feinstein J.S., Tranel D. The pathways of interoceptive awareness. Nat. Neurosci. 2009, 12:1494-1496.
36. Kovach C.K., Tsuchiya N., Kawasaki H., Oya H., Howard M.A., Adolphs R. Manifestation of ocular-muscle EMG contamination in human intracranial recordings. NeuroImage 2011, 54:213-233.
37. Lacey J.I. Psychophysiological approaches to the evaluation of psychotherapeutic process and outcome. Research in Psychotherapy 1959, 160-208. American Psychological Association, Washington, DC, US. E.A. Rubinstein, M.B. Parloff (Eds.).
38. Lacey B.C., Lacey J.I. Studies of heart rate and other bodily processes in sensorimotor behavior. Cardiovascular Psychophysiology: Current Issues in Response Mechanisms, Biofeedback and Methodology 1974, 538-564. AldineTransaction, New Brunswick, NJ, US. P.A. Obrist, A.H. Black, J. Brener, L.V. DiCara (Eds.).
39. Lacey B.C., Lacey J.I. Two-way communication between the heart and the brain. Significance of time within the cardiac cycle. Am. Psychol. 1978, 33:99-113.
40. Lachaux J.P., Rodriguez E., Martinerie J., Varela F.J. Measuring phase synchrony in brain signals. Hum. Brain Mapp. 1999, 8:194-208.
41. Lachaux J.P., Rudrauf D., Kahane P. Intracranial EEG and human brain mapping. J. Physiol. Paris 2003, 97:613-628.
42. Lachaux J.P., George N., Tallon-Baudry C., Martinerie J., Hugueville L., Minotti L., Kahane P., Renault B. The many faces of the gamma band response to complex visual stimuli. NeuroImage 2005, 25:491-501.
43. Leopold C., Schandry R. The heartbeat-evoked brain potential in patients suffering from diabetic neuropathy and in healthy control persons. Clin. Neurophysiol. 2001, 112:674-682.
44. Leuthardt E.C., Schalk G., Wolpaw J.R., Ojemann J.G., Moran D.W. A brain-computer interface using electrocorticographic signals in humans. J. Neural Eng. 2004, 1:63-71.
45. Miller K.J., Sorensen L.B., Ojemann J.G., den Nijs M. Power-law scaling in the brain surface electric potential. PLoS Comput. Biol. 2009, 5.
46. Misra Clinical Electroencephalography 2005, Elsevier, India.
47. Montoya P., Schandry R., Müller A. Heartbeat evoked potentials (HEP): topography and influence of cardiac awareness and focus of attention. Electroencephalogr. Clin. Neurophysiol. 1993, 88:163-172.
48. Morris J.D., Thompson L.W. Heart rate changes in a reaction time experiment with young and aged subjects. J. Gerontol. 1969, 24:269-275.
49. Otsubo H., Ochi A., Imai K., Akiyama T., Fujimoto A., Go C., Dirks P., Donner E.J. High-frequency oscillations of ictal muscle activity and epileptogenic discharges on intracranial EEG in a temporal lobe epilepsy patient. Clin. Neurophysiol. 2008, 119:862-868.
50. Panagiotides H., Freeman W.J., Holmes M.D., Pantazis D. Behavioral states may be associated with distinct spatial patterns in electrocorticogram. Cogn. Neurodyn. 2011, 5:55-66.
51. Percival D. Wavelet Methods for Time Series Analysis 2000, Cambridge University Press, Cambridge; New York.
52. Pérez J.J., Guijarro E., Barcia J.A. Suppression of the cardiac electric field artifact from the heart action evoked potential. Med. Biol. Eng. Comput. 2005, 43:572-581.
53. Pistohl T., Schulze-Bonhage A., Aertsen A., Mehring C., Ball T. Decoding natural grasp types from human ECoG. NeuroImage 2012, 59:248-260.
54. Pollatos O., Schandry R. Accuracy of heartbeat perception is reflected in the amplitude of the heartbeat-evoked brain potential. Psychophysiology 2004, 41:476-482.
55. Pollatos O., Kirsch W., Schandry R. Brain structures involved in interoceptive awareness and cardioafferent signal processing: a dipole source localization study. Hum. Brain Mapp. 2005, 26:54-64.
56. Pollatos O., Schandry R., Auer D.P., Kaufmann C. Brain structures mediating cardiovascular arousal and interoceptive awareness. Brain Res. 2007, 1141:178-187.
57. Schalk G., Kubánek J., Miller K.J., Anderson N.R., Leuthardt E.C., Ojemann J.G., Limbrick D., Moran D., Gerhardt L.A., Wolpaw J.R. Decoding two-dimensional movement trajectories using electrocorticographic signals in humans. J. Neural Eng. 2007, 4:264-275.
58. Schalk G., Leuthardt E.C., Brunner P., Ojemann J.G., Gerhardt L.A., Wolpaw J.R. Real-time detection of event-related brain activity. NeuroImage 2008, 43:245-249.
59. Schandry R., Montoya P. Event-related brain potentials and the processing of cardiac activity. Biol. Psychol. 1996, 42:75-85.
60. Schandry R., Weitkunat R. Enhancement of heartbeat-related brain potentials through cardiac awareness training. Int. J. Neurosci. 1990, 53:243-253.
61. Schandry R., Sparrer B., Weitkunat R. From the heart to the brain: a study of heartbeat contingent scalp potentials. Int. J. Neurosci. 1986, 30:261-275.
62. Schroth G., Klose U. Cerebrospinal fluid flow I. Physiology of cardiac-related pulsation. Neuroradiology 1992, 35:1-9.
63. Schroth G., Klose U. Cerebrospinal fluid flow. III. Pathological cerebrospinal fluid pulsations. Neuroradiology 1992, 35:16-24.
64. Shao S., Shen K., Wilder-Smith E.P.V., Li X. Effect of pain perception on the heartbeat evoked potential. Clin. Neurophysiol. 2011, 122:1838-1845.
65. Shimoda K., Nagasaka Y., Chao Z.C., Fujii N. Decoding continuous three-dimensional hand trajectories from epidural electrocorticographic signals in Japanese macaques. J. Neural Eng. 2012, 9:036015.
66. Sinai A., Bowers C.W., Crainiceanu C.M., Boatman D., Gordon B., Lesser R.P., Lenz F.A., Crone N.E. Electrocorticographic high gamma activity versus electrical cortical stimulation mapping of naming. Brain 2005, 128:1556-1570.
67. Spence D.P., Lugo M., Youdin R. Cardiac change as a function of attention to and awareness of continuous verbal text. Science 1972, 176:1344-1346.
68. Stern J.M. Atlas of EEG Patterns 2004, Lippincott Williams & Wilkins.
69. Tracy J., Goyal N., Flanders A., Weening R., Laskas J., Natale P., Waldron B. Functional magnetic resonance imaging analysis of attention to one's heartbeat. Psychosom. Med. 2007, 69:952-960.
70. Wagshul M.E., Eide P.K., Madsen J.R. The pulsating brain: a review of experimental and clinical studies of intracranial pulsatility. Fluids Barriers CNS 2011, 8:5.
71. Yuan H., Yan H.-M., Xu X.-G., Han F., Yan Q. Effect of heartbeat perception on heartbeat evoked potential waves. Neurosci. Bull. 2007, 23:357-362.
72. Zumsteg D., Hungerbühler H., Wieser H.-G. Atlas of Adult Electroencephalography 2004, Hippocampus. First ed.