Source space estimation of oscillatory power and brain connectivity in tinnitus

PLoS ONE

Volumn 10, Issue 3, 2015, Pages

  Zobay, Oliver ^a   Palmer, Alan R ^a   Hall, Deborah A ^b,c   Sereda, Magdalena ^b,c   Adjamian, Peyman ^a  

^a MRC INSTITUTE OF HEARING RESEARCH   (United Kingdom)

^b The National Institute for Health Research Health Protection Research Unit in Blood Borne and Sexually Transmitted Infections at University College London in partnership with UK Health Security Agency   (United Kingdom)

^c UNIVERSITY OF NOTTINGHAM   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ALPHA RHYTHM; ANTERIOR CINGULATE; ARTICLE; AUDITORY CORTEX; BETA RHYTHM; CLINICAL ARTICLE; CONNECTOME; CONTROLLED STUDY; EFFECTIVE CONNECTIVITY; FEMALE; FUNCTIONAL CONNECTIVITY; HUMAN; MAGNETOENCEPHALOGRAPHY; MALE; OSCILLATION; PHYSICAL PARAMETERS; POSTERIOR CINGULATE; REGION OF INTEREST; THALAMOCORTICAL TRACT; TINNITUS; AGED; CASE CONTROL STUDY; MIDDLE AGED; PATHOPHYSIOLOGY;

ADULT; AGED; ALPHA RHYTHM; AUDITORY CORTEX; CASE-CONTROL STUDIES; CONNECTOME; FEMALE; HUMANS; MALE; MIDDLE AGED; TINNITUS;

EID: 84925850733     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0120123     Document Type: Article

References (69)

1. Davis A, El Rafaie A. Epidemiology of Tinnitus. In: Tyler RS, editor. Tinnitus Handbook. Clifton Park: Delmar, Cengage Learning; 2000. p. 1-23.
2. Norena AJ, Farley BJ. Tinnitus-related neural activity: Theories of generation, propagation, and centralization. Hearing Res. 2013; 295:161-71. doi: 10.1016/j.heares.2012.09.010 PMID: 23088832
3. Jastreboff PJ. Phantom Auditory-Perception (Tinnitus)-Mechanisms of Generation and Perception. Neurosci Res. 1990; 8:221-54. PMID: 2175858
4. Eggermont JJ, Roberts LE. The neuroscience of tinnitus. Trends Neurosci. 2004; 27:676-82. PMID: 15474168
5. Norena AJ. An integrative model of tinnitus based on a central gain controlling neural sensitivity. Neurosci Biobehav R. 2011; 35:1089-109. doi: 10.1016/j.neubiorev.2010.11.003 PMID: 21094182
6. Adjamian P, Sereda M, Hall DA. The mechanisms of tinnitus: Perspectives from human functional neuroimaging. Hearing Res. 2009; 253:15-31. doi: 10.1016/j.heares.2009.04.001 PMID: 19364527
7. Llinas R, Urbano FJ, Leznik E, Ramirez RR, van Marle HJF. Rhythmic and dysrhythmic thalamocortical dynamics: GABA systems and the edge effect. Trends Neurosci. 2005; 28:325-33. PMID: 15927689
8. Llinas RR, Ribary U, Jeanmonod D, Kronberg E, Mitra PP. Thalamocortical dysrhythmia: A neurological and neuropsychiatric syndrome characterized by magnetoencephalography. P Natl Acad Sci USA. 1999; 96:15222-7. PMID: 10611366
9. Lehtela L, Salmelin R, Hari R. Evidence for reactive magnetic 10-Hz rhythm in the human auditory cortex. Neurosci Lett. 1997; 222:111-4. PMID: 9111741
10. van Dijk H, Nieuwenhuis ILC, Jensen O. Left temporal alpha band activity increases during working memory retention of pitches. Eur J Neurosci. 2010; 31:1701-7. doi: 10.1111/j.1460-9568.2010.07227.x PMID: 20525083
11. Mazaheri A, Jensen O. Rhythmic pulsing: linking ongoing brain activity with evoked responses. Front Hum Neurosci. 2010; 4:177. doi: 10.3389/fnhum.2010.00177 PMID: 21060804
12. Schlee W, Lorenz I, Hartmann T, Müller N, Schulz H, Weisz N. A Global Brain Model of Tinnitus. In: Møller AR, Langguth B, De Ridder D, Kleinjung T, editors. Textbook of Tinnitus. New York Dordrecht Heidelberg London: Springer; 2011. p. 161-9.
13. Dehaene S, Changeux JP, Naccache L, Sackur J, Sergent C. Conscious, preconscious, and subliminal processing: a testable taxonomy. Trends Cogn Sci. 2006; 10:204-11. PMID: 16603406
14. De Ridder D. A Heuristic Pathophysiological Model of Tinnitus. In: Møller AR, Langguth B, De Ridder D, Kleinjung T, editors. Textbook of Tinnitus. New York Dordrecht Heidelberg London: Springer; 2011. p. 171-97.
15. Lorenz I, Müller N, Schlee W, Hartmann T, Weisz N. Loss of alpha power is related to increased gamma synchronization-A marker of reduced inhibition in tinnitus? Neurosci Lett. 2009; 453:225-8. doi: 10.1016/j.neulet.2009.02.028 PMID: 19429040
16. Weisz N,Moratti S,MeinzerM, Dohrmann K, Elbert T. Tinnitus perception and distress is related to abnormal spontaneous brain activity asmeasured bymagnetoencephalography. Plos Med. 2005; 2:546-53.
17. Weisz N, Müller S, Schlee W, Dohrmann K, Hartmann T, Elbert T. The neural code of auditory phantom perception. J Neurosci. 2007; 27:1479-84. PMID: 17287523
18. Adamchic I, Toth T, Hauptmann C, Tass PA. Reversing pathologically increased EEG power by acoustic coordinated reset neuromodulation. Hum Brain Mapp. 2013; doi: 10.1002/hbm.22314.
19. Adjamian P, Sereda M, Zobay O, Hall DA, Palmer AR. Neuromagnetic Indicators of Tinnitus and Tinnitus Masking in Patients with and without Hearing Loss. Jaro-J Assoc Res Oto. 2012; 13:715-31. doi: 10.1007/s10162-012-0340-5 PMID: 22791191
20. Ashton H, Reid K, Marsh R, Johnson I, Alter K, Griffiths T. High frequency localised "hot spots" in temporal lobes of patients with intractable tinnitus: A quantitative electroencephalographic (QEEG) study. Neurosci Lett. 2007; 426:23-8. PMID: 17888572
21. Moazami-Goudarzi M, Michels L, Weisz N, Jeanmonod D. Temporo-insular enhancement of EEG low and high frequencies in patients with chronic tinnitus. QEEG study of chronic tinnitus patients. Bmc Neurosci. 2010; 11:40. doi: 10.1186/1471-2202-11-40 PMID: 20334674
22. Weiler EW, Brill K. Quantitative electroencephalography patterns in patients suffering from tinnitus. Int Tinnitus J. 2004; 10:127-31. PMID: 15732509
23. Schoffelen JM, Gross J. Source Connectivity Analysis With MEG and EEG. Hum Brain Mapp. 2009; 30:1857-65. doi: 10.1002/hbm.20745 PMID: 19235884
24. Bressler SL, Menon V. Large-scale brain networks in cognition: emerging methods and principles. Trends Cogn Sci. 2010; 14:277-90. doi: 10.1016/j.tics.2010.04.004 PMID: 20493761
25. Friston KJ. Functional and effective connectivity: a review. Brain Connect. 2011; 1:13-36. doi: 10.1089/ brain.2011.0008 PMID: 22432952
26. Horwitz B. The elusive concept of brain connectivity. Neuroimage. 2003; 19:466-70. PMID: 12814595
27. Baccala LA, Sameshima K. Partial directed coherence: a new concept in neural structure determination. Biol Cybern. 2001; 84:463-74. PMID: 11417058
28. Shulman A, Goldstein B. Quantitative electroencephalography: preliminary report-tinnitus. Int Tinnitus J. 2002; 8:77-86. PMID: 14763215
29. Schlee W, Weisz N, Bertrand O, Hartmann T, Elbert T. Using Auditory Steady State Responses to Outline the Functional Connectivity in the Tinnitus Brain. Plos One. 2008; 3:e3720. doi: 10.1371/journal. pone.0003720 PMID: 19005566
30. Schlee W, Hartmann T, Langguth B, Weisz N. Abnormal resting-state cortical coupling in chronic tinnitus. Bmc Neurosci. 2009; 10:11. doi: 10.1186/1471-2202-10-11 PMID: 19228390
31. Schlee W, Mueller N, Hartmann T, Keil J, Lorenz I, Weisz N. Mapping cortical hubs in tinnitus. Bmc Biol. 2009; 7:80. doi: 10.1186/1741-7007-7-80 PMID: 19930625
32. Husain FT, Schmidt SA. Using resting state functional connectivity to unravel networks of tinnitus. Hear Res. 2014; 307:153-62. doi: 10.1016/j.heares.2013.07.010 PMID: 23895873
33. Hillebrand A, Barnes GR, Bosboom JL, Berendse HW, Stam CJ. Frequency-dependent functional connectivity within resting-state networks: An atlas-based MEG beamformer solution. Neuroimage. 2012; 59:3909-21. doi: 10.1016/j.neuroimage.2011.11.005 PMID: 22122866
34. Oldfield RC. The Assessment and Analysis of Handedness: The Edinburgh Inventory. Neuropsychologia. 1971; 9:97-113. PMID: 5146491
35. Newman CW, Jacobson GP, Spitzer JB. Development of the tinnitus handicap inventory. Arch Otolaryngol. 1996; 122:143-8. PMID: 8630207
36. McCombe A, Baguley D, Coles R, McKenna L, McKinney C, Windle-Taylor P. Guidelines for the grading of tinnitus severity: the results of a working group commissioned by the British Association of Otolaryngologists, Head and Neck Surgeons, 1999. Clinical otolaryngology and allied sciences. 2001; 26:388-93. PMID: 11678946
37. Khalfa S, Dubal S, Veuillet E, Perez-Diaz F, Jouvent R, Collet L. Psychometric normalization of a hyperacusis questionnaire. Journal for Oto-Rhino-Laryngology and Its Related Specialties. 2002; 64:436-42. PMID: 12499770
38. Roberts LE, Moffat G, Baumann M, Ward LM, Bosnyak DJ. Residual inhibition functions overlap tinnitus spectra and the region of auditory threshold shift. Journal of the Association for Research in Otolaryngology. 2008; 9:417-35. doi: 10.1007/s10162-008-0136-9 PMID: 18712566
39. Roberts LE, Moffat G, Bosnyak DJ. Residual inhibition functions in relation to tinnitus spectra and auditory threshold shifts. Acta Otolaryngolica. 2006; 126:27-33.
40. Sereda M, Hall DA, Bosnyak DJ, Edmondson-Jones M, Roberts LE, Adjamian P, et al. Re-examining the relationship between audiometric profile and tinnitus pitch. International Journal of Audiology. 2011; 50:303-12. doi: 10.3109/14992027.2010.551221 PMID: 21388238
41. Adjamian P, Barnes GR, Hillebrand A, Holliday IE, Singh KD, Furlong PL, et al. Co-registration of magnetoencephalography with magnetic resonance imaging using bite-bar-based fiducials and sur-face-matching. Clin Neurophysiol. 2004; 115:691-8. PMID: 15036065
42. Oostenveld R, Fries P, Maris E, Schoffelen JM. FieldTrip: Open source software for advanced analysis of MEG, EEG, and invasive electrophysiological data. Comput Intell Neurosci. 2011; 2011:156869. doi: 10.1155/2011/156869 PMID: 21253357
43. Hyvarinen A, Oja E. Independent component analysis: algorithms and applications. Neural Netw. 2000; 13:411-30. PMID: 10946390
44. Song JJ, De Ridder D, Schlee W, Van de Heyning PV, Vanneste S. "Distressed aging": the differences in brain activity between early- and late-onset tinnitus. Neurobiol Aging. 2013; 34:1853-63. doi: 10. 1016/j.neurobiolaging.2013.01.014 PMID: 23415838
45. Maldjian JA, Laurienti PJ, Kraft RA, Burdette JH. An automated method for neuroanatomic and cytoarchitectonic atlas-based interrogation of fMRI data sets. Neuroimage. 2003; 19:1233-9. PMID: 12880848
46. van Veen BD, van Drongelen W, Yuchtman M, Suzuki A. Localization of brain electrical activity via linearly constrained minimum variance spatial filtering. IEEE Trans Biomed Eng. 1997; 44:867-80. PMID: 9282479
47. Vrba J, Robinson SE. Signal processing in magnetoencephalography. Methods. 2001; 25:249-71. PMID: 11812209
48. Sekihara K, Nagarajan SS. Adaptive spatial filters for electromagnetic brain imaging. Berlin: Springer; 2008.
49. Brookes MJ, Vrba J, Robinson SE, Stevenson CM, Peters AM, Barnes GR, et al. Optimising experimental design for MEG beamformer imaging. Neuroimage. 2008; 39:1788-802. PMID: 18155612
50. Nolte G, Bai O, Wheaton L, Mari Z, Vorbach S, Hallett M. Identifying true brain interaction from EEG data using the imaginary part of coherency. Clin Neurophysiol. 2004; 115:2292-307. PMID: 15351371
51. Maris E, Oostenveld R. Nonparametric statistical testing of EEG- and MEG-data. J Neurosci Meth. 2007; 164:177-90. PMID: 17517438
52. Spaak E, Bonnefond M, Maier A, Leopold DA, Jensen O. Layer-Specific Entrainment of Gamma-Band Neural Activity by the Alpha Rhythm in Monkey Visual Cortex. Curr Biol. 2012; 22:2313-8. doi: 10. 1016/j.cub.2012.10.020 PMID: 23159599
53. Anderson MJ, Robinson J. Permutation tests for linear models. Aust Nz J Stat. 2001; 43:75-88.
54. Adjamian P, Worthen SF, Hillebrand A, Furlong PL, Chizh BA, Hobson AR, et al. Effective electromagnetic noise cancellation with beamformers and synthetic gradiometry in shielded and partly shielded environments. J Neurosci Meth. 2009; 178:120-7. doi: 10.1016/j.jneumeth.2008.12.006 PMID: 19118573
55. Schaette R, McAlpine D. Tinnitus with a Normal Audiogram: Physiological Evidence for Hidden Hearing Loss and Computational Model. J Neurosci. 2011; 31:13452-7. doi: 10.1523/JNEUROSCI.2156-11. 2011 PMID: 21940438
56. Lachaux JP, Rodriguez E, Martinerie J, Varela FJ. Measuring phase synchrony in brain signals. Hum Brain Mapp. 1999; 8:194-208. PMID: 10619414
57. Schlee W, Leirer V, Kolassa IT, Weisz N, Elbert T. Age-related changes in neural functional connectivity and its behavioral relevance. Bmc Neurosci. 2012; 13:16. doi: 10.1186/1471-2202-13-16 PMID: 22333511
58. Pierce KJ, Kallogjeri D, Piccirillo JF, Garcia KS, Nicklaus JE, Burton H. Effects of severe bothersome tinnitus on cognitive function measured with standardized tests. J Clin Exp Neuropsyc. 2012; 34:126-34. doi: 10.1080/13803395.2011.623120 PMID: 22168528
59. Rossiter S, Stevens C, Walker G. Tinnitus and its effect on working memory and attention. J Speech Lang Hear R. 2006; 49:150-60. PMID: 16533080
60. Lockwood AH, Wack DS, Burkard RF, Goad ML, Reyes SA, Arnold SA, et al. The functional anatomy of gaze-evoked tinnitus and sustained lateral gaze. Neurology. 2001; 56:472-80. PMID: 11222790
61. Roberts LE, Husain FT, Eggermont JJ. Role of attention in the generation and modulation of tinnitus. Neurosci Biobehav R. 2013; 37:1754-73. doi: 10.1016/j.neubiorev.2013.07.007 PMID: 23876286
62. De Ridder D, Vanneste S, Congedo M. The Distressed Brain: A Group Blind Source Separation Analysis on Tinnitus. Plos One. 2011; 6:e24273. doi: 10.1371/journal.pone.0024273 PMID: 21998628
63. Burton H, Wineland A, Bhattacharya M, Nicklaus J, Garcia KS, Piccirillo JF. Altered networks in bothersome tinnitus: a functional connectivity study. Bmc Neurosci. 2012; 13:3. doi: 10.1186/1471-2202-13-3 PMID: 22217183
64. Maudoux A, Lefebvre P, Cabay JE, Demertzi A, Vanhaudenhuyse A, Laureys S, et al. Connectivity graph analysis of the auditory resting state network in tinnitus. Brain Res. 2012; 1485:10-21. doi: 10. 1016/j.brainres.2012.05.006 PMID: 22579727
65. van der Loo E, Congedo M, Vanneste S, Van De Heyning P, De Ridder D. Insular lateralization in tinnitus distress. Auton Neurosci-Basic. 2011; 165:191-4. doi: 10.1016/j.autneu.2011.06.007 PMID: 21889914
66. Vanneste S, De Ridder D. Brain Areas Controlling Heart Rate Variability in Tinnitus and Tinnitus-Related Distress. Plos One. 2013; 8:e59728. doi: 10.1371/journal.pone.0059728 PMID: 23533644
67. Vidaurre C, Sander TH, Schlogl A. BioSig: the free and open source software library for biomedical signal processing. Comput Intell Neurosci. 2011; 2011:935364. doi: 10.1155/2011/935364 PMID: 21437227
68. Goebel G, Hiller W. Tinnitus Fragebogen (TF): Ein Instrument zur Erfassung von Belastung und Schweregrad bei Tinnitus. Göttingen: Hogrefe; 1998.
69. Ueyama T, Donishi T, Ukai S, Ikeda Y, Hotomi M, Yamanaka N, et al. Brain Regions Responsible for Tinnitus Distress and Loudness: A Resting-State fMRI Study. Plos One. 2013; 8:e67778. doi: 10.1371/ journal.pone.0067778 PMID: 23825684