Improving the sensitivity of EEG-fMRI studies of epileptic activity by modelling eye blinks, swallowing and other video-EEG detected physiological confounds

NeuroImage

Volumn 61, Issue 4, 2012, Pages 1383-1393

  Chaudhary, U J ^a,c   Rodionov, R ^a,c   Carmichael, D W ^b   Thornton, R C ^a,c   Duncan, J S ^a,c   Lemieux, L ^a,c  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

^b EPILEPSY SOCIETY   (United Kingdom)

^c UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

IED; Modelling; Physiological

Indexed keywords

ARTICLE; BOLD SIGNAL; BRAIN REGION; CLINICAL ARTICLE; CONTROLLED STUDY; COUGHING; ELECTROENCEPHALOGRAM; EPILEPTIC STATE; EYELID REFLEX; FACIAL TWITCHES; FOCAL EPILEPSY; FUNCTIONAL MAGNETIC RESONANCE IMAGING; GENERALIZED EPILEPSY; HAND MOVEMENT; HEMODYNAMICS; HUMAN; MASTICATION; MOVEMENT (PHYSIOLOGY); PRIORITY JOURNAL; SENSITIVITY AND SPECIFICITY; SPEECH; SWALLOWING; YAWNING;

BLINKING; BRAIN MAPPING; DEGLUTITION; ELECTROENCEPHALOGRAPHY; EPILEPSY; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MODELS, NEUROLOGICAL; OXYGEN; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; VIDEO RECORDING;

EID: 84861405104     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2012.03.028     Document Type: Article

References (54)

1. Al-Asmi A., Benar C.G., Gross D.W., Khani Y.A., Andermann F., Pike B., Dubeau F., Gotman J. fMRI activation in continuous and spike-triggered EEG-fMRI studies of epileptic spikes. Epilepsia 2003, 44:1328-1339.
2. Allen P.J., Polizzi G., Krakow K., Fish D.R., Lemieux L. Identification of EEG events in the MR scanner: the problem of pulse artifact and a method for its subtraction. Neuroimage 1998, 8:229-239.
3. Allen P.J., Josephs O., Turner R. A method for removing imaging artifact from continuous EEG recorded during functional MRI. Neuroimage 2000, 12:230-239.
4. Bai X., Vestal M., Berman R., Negishi M., Spann M., Vega C., Desalvo M., Novotny E.J., Constable R.T., Blumenfeld H. Dynamic time course of typical childhood absence seizures: EEG, behavior, and functional magnetic resonance imaging. J. Neurosci. 2010, 30:5884-5893.
5. Bandettini P.A., Jesmanowicz A., Wong E.C., Hyde J.S. Processing strategies for time-course data sets in functional MRI of the human brain. Magn. Reson. Med. 1993, 30:161-173.
6. Benar C., Aghakhani Y., Wang Y., Izenberg A., Al-Asmi A., Dubeau F., Gotman J. Quality of EEG in simultaneous EEG-fMRI for epilepsy. Clin. Neurophysiol. 2003, 114:569-580.
7. Birn R.M., Bandettini P.A., Cox R.W., Jesmanowicz A., Shaker R. Magnetic field changes in the human brain due to swallowing or speaking. Magn. Reson. Med. 1998, 40:55-60.
8. Birn R.M., Bandettini P.A., Cox R.W., Shaker R. Event-related fMRI of tasks involving brief motion. Hum. Brain Mapp. 1999, 7:106-114.
9. Birn R.M., Cox R.W., Bandettini P.A. Experimental designs and processing strategies for fMRI studies involving overt verbal responses. Neuroimage 2004, 23:1046-1058.
10. Birn R.M., Murphy K., Handwerker D.A., Bandettini P.A. fMRI in the presence of task-correlated breathing variations. Neuroimage 2009, 47:1092-1104.
11. Bodis-Wollner I., Bucher S.F., Seelos K.C. Cortical activation patterns during voluntary blinks and voluntary saccades. Neurology 1999, 53:1800-1805.
12. Bracco P., Anastasi G., Piancino M.G., Frongia G., Milardi D., Favaloro A., Bramanti P. Hemispheric prevalence during chewing in normal right-handed and left-handed subjects: a functional magnetic resonance imaging preliminary study. Cranio 2010, 28:114-121.
13. Bristow D., Frith C., Rees G. Two distinct neural effects of blinking on human visual processing. Neuroimage 2005, 27:136-145.
14. Bristow D., Haynes J.D., Sylvester R., Frith C.D., Rees G. Blinking suppresses the neural response to unchanging retinal stimulation. Curr. Biol. 2005, 15:1296-1300.
15. Byrd K.E., Romito L.M., Dzemidzic M., Wong D., Talavage T.M. fMRI study of brain activity elicited by oral parafunctional movements. J. Oral Rehabil. 2009, 36:346-361.
16. Chainay H., Krainik A., Tanguy M.L., Gerardin E., Le B.D., Lehericy S. Foot, face and hand representation in the human supplementary motor area. Neuroreport 2004, 15:765-769.
17. Chaudhary U.J., Kokkinos V., Carmichael D.W., Rodionov R., Gasston D., Duncan J.S., Lemieux L. Implementation and evaluation of simultaneous video-electroencephalography and functional magnetic resonance imaging. Magn. Reson. Imaging 2010, 28:1192-1199.
18. Chaudhary U.J., Duncan J.S., Lemieux L. Mapping hemodynamic correlates of seizures using fMRI: A review 2011, Hum. Brain Mapp. 10.1002/hbm.21448.
19. Dale A.M. Optimal experimental design for event-related fMRI. Hum. Brain Mapp. 1999, 8:109-114.
20. Friston K.J., Jezzard P., Turner R. Analysis of functional MRI time series. Hum. Brain Mapp. 1994, 1:153-171.
21. Friston K.J., Ashburner J., Frith C., Poline J.B., Heather J.D., Frackowiak R.S.J. Spatial registration and normalization of images. Hum. Brain Mapp. 1995, 3:165-189.
22. Friston K.J., Holmes A.P., Worsley K.J., Poline J.B., Firth C.D., Frackowiak R.S.J. Statistical parametric maps in functional imaging: a general linear approach. Hum. Brain Mapp. 1995, 189-210.
23. Friston K.J., Williams S., Howard R., Frackowiak R.S., Turner R. Movement-related effects in fMRI time-series. Magn. Reson. Med. 1996, 35:346-355.
24. Friston K.J., Zarahn E., Josephs O., Henson R.N., Dale A.M. Stochastic designs in event-related fMRI. Neuroimage 1999, 10:607-619.
25. Glover G.H., Li T.Q., Ress D. Image-based method for retrospective correction of physiological motion effects in fMRI: RETROICOR. Magn. Reson. Med. 2000, 44:162-167.
26. Grouiller F., Thornton R.C., Groening K., Spinelli L., Duncan J.S., Schaller K., Siniatchkin M., Lemieux L., Seeck M., Michel C.M., Vulliemoz S. With or without spikes: localization of focal epileptic activity by simultaneous electroencephalography and functional magnetic resonance imaging. Brain 2011, 134:2867-2886.
27. Hamandi K., Salek-Haddadi A., Laufs H., Liston A., Friston K., Fish D.R., Duncan J.S., Lemieux L. EEG-fMRI of idiopathic and secondarily generalized epilepsies. Neuroimage 2006, 31:1700-1710.
28. Jansen M., White T.P., Mullinger K.J., Liddle E.B., Gowland P.A., Francis S.T., Bowtell R., Liddle P.F. Motion-related artefacts in EEG predict neuronally plausible patterns of activation in fMRI data. Neuroimage 2012, 59:261-270.
29. Krakow K., Baxendale S.A., Maguire E.A., Krishnamoorthy E.S., Lemieux L., Scott C.A., Smith S.J. Fixation-off sensitivity as a model of continuous epileptiform discharges: electroencephalographic, neuropsychological and functional MRI findings. Epilepsy Res. 2000, 42:1-6.
30. Lemieux L., Allen P.J., Franconi F., Symms M.R., Fish D.R. Recording of EEG during fMRI experiments: patient safety. Magn. Reson. Med. 1997, 38:943-952.
31. Lemieux L., Salek-Haddadi A., Josephs O., Allen P., Toms N., Scott C., Krakow K., Turner R., Fish D.R. Event-related fMRI with simultaneous and continuous EEG: description of the method and initial case report. Neuroimage 2001, 14:780-787.
32. Lemieux L., Salek-Haddadi A., Lund T.E., Laufs H., Carmichael D. Modelling large motion events in fMRI studies of patients with epilepsy. Magn. Reson. Imaging 2007, 25:894-901.
33. Liston A.D., Lund T.E., Salek-Haddadi A., Hamandi K., Friston K.J., Lemieux L. Modelling cardiac signal as a confound in EEG-fMRI and its application in focal epilepsy studies. Neuroimage 2006, 30:827-834.
34. Lotze M., Erb M., Flor H., Huelsmann E., Godde B., Grodd W. fMRI evaluation of somatotopic representation in human primary motor cortex. Neuroimage 2000, 11:473-481.
35. Lund T.E., Norgaard M.D., Rostrup E., Rowe J.B., Paulson O.B. Motion or activity: their role in intra- and inter-subject variation in fMRI. Neuroimage 2005, 26:960-964.
36. Lund T.E., Madsen K.H., Sidaros K., Luo W.L., Nichols T.E. Non-white noise in fMRI: does modelling have an impact?. Neuroimage 2006, 29:54-66.
37. Mauguiere F., Ryvlin P. The role of PET in presurgical assessment of partial epilepsies. Epileptic Disord. 2004, 6:193-215.
38. Moeller F., Siebner H.R., Wolff S., Muhle H., Granert O., Jansen O., Stephani U., Siniatchkin M. Simultaneous EEG-fMRI in drug-naive children with newly diagnosed absence epilepsy. Epilepsia 2008, 49:1510-1519.
39. Mosier K., Bereznaya I. Parallel cortical networks for volitional control of swallowing in humans. Exp. Brain Res. 2001, 140:280-289.
40. Niazy R.K., Beckmann C.F., Iannetti G.D., Brady J.M., Smith S.M. Removal of FMRI environment artifacts from EEG data using optimal basis sets. Neuroimage 2005, 28:720-737.
41. Peck K.K., Branski R.C., Lazarus C., Cody V., Kraus D., Haupage S., Ganz C., Holodny A.I., Kraus D.H. Cortical activation during swallowing rehabilitation maneuvers: a functional MRI study of healthy controls. Laryngoscope 2010, 120:2153-2159.
42. Ray A., Tao J.X., Hawes-Ebersole S.M., Ebersole J.S. Localizing value of scalp EEG spikes: a simultaneous scalp and intracranial study. Clin. Neurophysiol. 2007, 118:69-79.
43. Salek-Haddadi A., Diehl B., Hamandi K., Merschhemke M., Liston A., Friston K., Duncan J.S., Fish D.R., Lemieux L. Hemodynamic correlates of epileptiform discharges: an EEG-fMRI study of 63 patients with focal epilepsy. Brain Res. 2006, 1088:148-166.
44. Shinagawa H., Ono T., Honda E., Sasaki T., Taira M., Iriki A., Kuroda T., Ohyama K. Chewing-side preference is involved in differential cortical activation patterns during tongue movements after bilateral gum-chewing: a functional magnetic resonance imaging study. J. Dent. Res. 2004, 83:762-766.
45. Suzuki M., Asada Y., Ito J., Hayashi K., Inoue H., Kitano H. Activation of cerebellum and basal ganglia on volitional swallowing detected by functional magnetic resonance imaging. Dysphagia 2003, 18:71-77.
46. Tao J.X., Baldwin M., Hawes-Ebersole S., Ebersole J.S. Cortical substrates of scalp EEG epileptiform discharges 2. J. Clin. Neurophysiol. 2007, 24:96-100.
47. Tao J.X., Baldwin M., Ray A., Hawes-Ebersole S., Ebersole J.S. The impact of cerebral source area and synchrony on recording scalp electroencephalography ictal patterns 1. Epilepsia 2007, 48:2167-2176.
48. Thornton R., Laufs H., Rodionov R., Cannadathu S., Carmichael D.W., Vulliemoz S., Salek-Haddadi A., McEvoy A.W., Smith S.M., Lhatoo S., Elwes R.D., Guye M., Walker M.C., Lemieux L., Duncan J.S. EEG correlated functional MRI and postoperative outcome in focal epilepsy. J. Neurol. Neurosurg. Psychiatry 2010, 81:922-927.
49. Thornton R.C., Rodionov R., Laufs H., Vulliemoz S., Vaudano A., Carmichael D., Cannadathu S., Guye M., McEvoy A., Lhatoo S., Bartolomei F., Chauvel P., Diehl B., De M.F., Elwes R.D., Walker M.C., Duncan J.S., Lemieux L. Imaging haemodynamic changes related to seizures: comparison of EEG-based general linear model, independent component analysis of fMRI and intracranial EEG. Neuroimage 2010, 53:196-205.
50. Tyvaert L., Hawco C., Kobayashi E., LeVan P., Dubeau F., Gotman J. Different structures involved during ictal and interictal epileptic activity in malformations of cortical development: an EEG-fMRI study. Brain 2008, 131:2042-2060.
51. Tyvaert L., LeVan P., Dubeau F., Gotman J. Noninvasive dynamic imaging of seizures in epileptic patients. Hum. Brain Mapp. 2009, 30:3993-4011.
52. van Houdt P.J., Ossenblok P.P., Boon P.A., Leijten F.S., Velis D.N., Stam C.J., de Munck J.C. Correction for pulse height variability reduces physiological noise in functional MRI when studying spontaneous brain activity. Hum. Brain Mapp. 2010, 31:311-325.
53. Volkmann F.C. Human visual suppression. Vision Res. 1986, 26:1401-1416.
54. Zijlmans M., Huiskamp G., Hersevoort M., Seppenwoolde J.H., van Huffelen A.C., Leijten F.S. EEG-fMRI in the preoperative work-up for epilepsy surgery. Brain 2007, 130:2343-2353.