Advanced time-series analysis of MEG data as a method to explore olfactory function in healthy controls and Parkinson's disease patients

Human Brain Mapping

Volumn 30, Issue 9, 2009, Pages 3020-3030

  Boesveldt, Sanne ^a,b   Stam, Cornelis J ^a   Knol, Dirk L ^a   Verbunt, Jeroen P A ^a   Berendse, Henk W ^a  

^a VU UNIVERSITY MEDICAL CENTER   (Netherlands)

^b MONELL CHEMICAL SENSES CENTER   (United States)

Author keywords

Olfaction; Spectral power; Synchronization likelihood

Indexed keywords

PHENETHYL ALCOHOL;

ADULT; AGED; ARTICLE; BRAIN REGION; CLINICAL ARTICLE; CONTROLLED STUDY; FEMALE; HEMISPHERE; HUMAN; MAGNETOENCEPHALOGRAPHY; MALE; ODOR; PARKINSON DISEASE; PRIORITY JOURNAL; SMELLING; STIMULUS RESPONSE; TIME SERIES ANALYSIS;

AGED; BRAIN; BRAIN MAPPING; DISABILITY EVALUATION; DISEASE PROGRESSION; EVOKED POTENTIALS; FEMALE; HUMANS; MAGNETOENCEPHALOGRAPHY; MALE; MIDDLE AGED; ODORS; OLFACTION DISORDERS; OLFACTORY PATHWAYS; PARKINSON DISEASE; PHYSICAL STIMULATION; PREDICTIVE VALUE OF TESTS; REFERENCE VALUES; SENSITIVITY AND SPECIFICITY; SEVERITY OF ILLNESS INDEX; SMELL; TIME FACTORS;

EID: 69249133810     PISSN: 10659471     EISSN: None     Source Type: Journal    
DOI: 10.1002/hbm.20726     Document Type: Article

References (61)

1. Aftanas LI, Varlamov AA, Pavlov SV, Makhnev VP, Reva NV (2001): Affective picture processing: Event-related synchronization within individually defined human theta band is modulated by valence dimension. Neurosci Lett 303:115-118.
2. Ansari KA, Johnson A (1975): Olfactory function in patients with Parkinson's disease. J Chronic Dis 28:493-497.
3. Barz S, Hummel T, Pauli E, Majer M, Lang CJG, Kobal G (1997): Chemosensory event-related potentials in response to trigeminal and olfactory stimulation in idiopathic Parkinson's disease. Neurology 49:1424-1431.
4. Başar E, Schürmann M, Sakowitz O (2001): The selectively distributed theta system: Functions. Int J Psychophysiol 39:197-212.
5. Berendse HW, Booij J, Francot CMJE, Bergmans PLM, Hijman R, Stoof JC, Wolters ECh (2001): Subclinical dopaminergic dysfunction in asymptomatic Parkinson's disease patients' relatives with a decreased sense of smell. Ann Neurol 50:34-41.
6. Bosboom JLW, Stoffers D, Stam CJ, van Dijk BW, Verbunt J, Berendse HW, Wolters ECh (2006): Resting state oscillatory brain dynamics in Parkinson's disease: An MEG study. Clin Neurophysiol 117:2521-2531.
7. Bosma I, Stam CJ, Douw L, Bartolomei F, Heimans JJ, van Dijk BW, Postma TJ, Klein M, Reijneveld JC (2008): The influence of low-grade glioma on resting state oscillatory brain activity: A magnetoencephalography study. J Neurooncol 88:77-85.
8. Braak H, Del Tredici K, Rüb U, de Vos RAI, Jansen-Steur ENH, Braak E (2003): Staging of brain pathology related to sporadic Parkinson's disease. Neurobiol Aging 24:197-211.
9. Brauchli P, Rü egg PB, Etzweiler F, Zeier H (1995): Electrocortical and autonomic alteration by administration of a pleasant and an unpleasant odor. Chem Senses 20:505-515.
10. Buzsaki G (2005): Theta rhythm of navigation: link between path integration and landmark navigation, episodic and semantic memory. Hippocampus 15:827-840.
11. Cover KS, Vrenken H, Geurts JJG, van Oosten BW, Jelles B, Polman CH, Stam CJ, van Dijk BW (2006): Multiple sclerosis patients show a highly significant decrease in alpha band interhemispheric synchronization measured using MEG. Neuro-Image 29:783-788.
12. Del Tredici K, Rüb U, de Vos RAI, Bohl JRE, Braak H (2002): Where does Parkinson disease pathology begin in the brain? J Neuropathol Exp Neurol 61:413-426.
13. Diego MA, Jones NA, Field T, Hernandez-Reif M, Schanberg S, Kuhn C, McAdam V, Galamaga R, Galamaga M (1998): Aromatherapy positively affects mood, EEG patterns of alertness and math computations. Int J Neurosci 96:217-224.
14. Doty RL, Deems DA, Stellar S (1988): Olfactory dysfunction in parkinsonism: A general deficit unrelated to neurologic signs, disease stage, or disease duration. Neurology 38:1237-1244.
15. Gevins A, Smith ME (2000): Neurophysiological measures of working memory and individual differences in cognitive ability and cognitive style. Cereb Cortex 10:829-839.
16. Gevins A, Smith ME, McEvoy L, Yu D (1997): High-resolution EEG mapping of cortical activation related to working memory: Effects of task difficulty, type of processing, and practice. Cereb Cortex 7:374-385.
17. Gibb WRG, Lees A (1988): The relevance of the Lewy body to the pathogenesis of idiopathic Parkinson's disease. J Neurol Neurosurg Psychiatry 51:745-752.
18. Gootjes L, Bouma A, Van Strien JW, Scheltens P, Stam CJ (2006): Attention modulates hemispheric differences in functional connectivity: Evidence fromMEG recordings. NeuroImage 30:245-253.
19. Gori S, Massetani R, Murri L (1995): Evaluation of olfactory function by topographic EEG analysis in patients with Parkinson's disease. Ital J Neurol Sci 16:595-601.
20. Haehner A, Hummel T, Hummel C, Sommer U, Junghanns S, Reichmann H (2007): Olfactory loss may be a first sign of idiopathic Parkinson's disease. Mov Disord 22:839-842.
21. Harada H, Eura Y, Shiraishi K, Kato T, Soda T (1998): Coherence analysis of EEG changes during olfactory stimulation. Clin Electroencephalogr 29:96-100.
22. Hawkes CH, Shephard BC, Daniel SE (1997): Olfactory dysfunction in Parkinon's disease. J Neurol Neurosurg Psychiatry 62:436-446.
23. Huisman E, Uylings HBM, Hoogland PV (2004): A 100% increase of dopaminergic cells in the olfactory bulb may explain hyposmia in Parkinson's disease. Mov Disord 19:687-692.
24. Hummel T, Sekinger B, Wolf SR, Pauli E, Kobal G (1997): 'Sniffin'-Sticks': Olfactory performance assessed by the combined testing of odor identification, odor discrimination and olfactory threshold. Chem Senses 22:39-52.
25. Ishimaru T, Hatanaka S, Yata T, Horikawa I, Tsukatani T, Nishimura T, Miwa T, Furukawa M (2002): Potential changes with gamma-band oscillations at the frontal scalp elicited by intravenous olfactory stimulation in humans. Chem Senses 27:711-717.
26. Jankovic J, McDermott M, Carter J, Gauthier S, Goetz C, Golbe L, Huber s, Koller W, Olanow C, Shoulson I, Stern M, Tanner C, Weiner W;Parkinson Study Group (1990): Variable expression of Parkinson's disease: A base-line analysis of the DATATOP cohort. Neurology 40:1529-1534.
27. Kemp AH, Pierson JM, Helme RD (2001): Quantative electroencephalographic changes induced by odor detection and identification tasks: Age related effects. Arch Gerontol Geriatr 33:95-107.
28. Kettenmann B, Jousmäki V, Portin K, Salmelin R, Kobal G, Hari R (1996): Odorants activate the human superior temporal sulcus. Neurosci Lett 203:143-145.
29. Kettenmann B, Hummel C, Stefan H, Kobal G (1997): Multiple olfactory activity in the human neocortex identified by magnetic source imaging. Chem Senses 22:493-502.
30. Klemm WR, Lutes SD, Hendrix DV, Warrenburg S (1992): Topographical EEG maps of human responses to odors. Chem Senses 17:347-361.
31. Klimesch W (1999): EEG alpha and theta oscillations reflect cognitive and memory performance: A review and analysis. Brain Res Brain Res Rev 29:169-195.
32. Lorig TS (1994): EEG and ERP studies of low-level odor exposure in normal subjects. Toxicol Ind Health 10:579-586.
33. Lorig TS, Schwartz GE (1988): Brain and odor. I. Alteration of human EEG by odor administration. Psychobiology 16:281-284.
34. Lorig TS, Huffman E, DeMartino A, Demarco J (1991): The effects of low concentration odors on EEG activity and behavior. J Psychophysiol 5:69-77.
35. Martin GN (1998): Human electroencephalographic (EEG) response to olfactory stimulation: Two experiments using the aroma of food. Int J Psychophysiol 30:287-302.
36. Masago R, Matsuda T, Kikuchi Y, Miyazaki Y, Iwanaga K, Harada H, Katsuura T (2000): Effects of inhalation of essential oils on EEG activity and sensory evaluation. J Physiol Anthropol Appl Human Sci 19:35-42.
37. Mazaheri A, Picton TW (2005): EEG spectral dynamics during discrimination of auditory and visual targets. Brain Res Cogn Brain Res 24:81-96.
38. Miyanari A, Kaneoke Y, Ihara A, Watanabe S, Osaki Y, Kubo T, Kato A, Yoshimine T, Sagara Y, Kakigi R (2006): Neuromagnetic changes of brain rhythms evoked by intravenous olfactory stimulation. Brain Topogr 18:189-199.
39. Moncrieff RW (1962): Effect of odours on EEG records. I. Perfum Essential Oil Rec 53:757-760.
40. Montez T, Linkenkaer-Hansen K, van Dijk BW, Stam CJ (2006): Synchronization likelihood with explicit time-frequency priors. NeuroImage 33:1117-1125.
41. Mueller A, Abolmaali ND, Hakimi AR, Gloeckler T, Herting B, Reichmann H, Hummel T (2005): Olfactory bulb volumes in patients with idiopathic Parkinson's disease - A pilot study. J Neural Transm 112:1363-1370.
42. Murphy C, Nordin S, Dewijk RA, Cain WS, Polich J (1994): Olfactory-evoked potentials - Assessment of young and elderly, and comparison to psychophysical threshold. Chem Senses 19: 47-56.
43. Pearce RKB, Hawkes CH, Daniel SE (1995): The anterior olfactory nucleus in Parkinson's disease. Mov Disord 10:283-287.
44. Pijnenburg YAL, van der Made Y, van Capellen van Walsum AM, Knol DL, Scheltens Ph, Stam CJ (2004): EEG synchronization likelihood in mild cognitive impairment and Alzheimer's disease during a working memory task. Clin Neurophysiol 115: 1332-1339.
45. Ponsen MM, Stoffers D, Booij J, van Eck-Smit BLF, Wolters ECh, Berendse HW (2004): Idiopathic hyposmia as a preclinical sign of Parkinson's disease. Ann Neurol 56:173-181.
46. Ross GW, Petrovitch H, Abbott RD, Tanner CM, Popper J, Masaki K, Launer L, White LR (2008): Association of olfactory dysfunction with risk for future Parkinson's disease. Ann Neurol 63:167-173.
47. Salminen M, Ravaja N (2008): Increased oscillatory theta activation evoked by violent digital game events. Neurosci Lett 435: 69-72.
48. Sammler D, Grigutsch M, Fritz T, Koelsch S (2007): Music and emotion: Electrophysiological correlates of the processing of pleasant and unpleasant music. Psychophysiology 44:293-304.
49. Sarnthein J, Petsche H, Rappelsberger P, Shaw GL, von Stein A (1998): Synchronization between prefrontal and posterior association cortex during human working memory. Proc Natl Acad Sci USA 95:7092-7096.
50. Schacter DL (1977): EEG theta waves and psychological phenomena: A review and analysis. Biol Psychol 5:47-82.
51. Scherfler C, Schocke MF, Seppi K, Esterhammer R, Brenneis C, Jaschke W, Wenning GK, Poewe W (2006): Voxel-wise analysis of diffusion weighted imaging reveals disruption of the olfactory tract in Parkinson's disease. Brain 129:538-542.
52. Sobel N, Thomason ME, Stappen I, Tanner CM, Tetrud JW, Bower JM, Sullivan EV, Gabrieli JDE (2001): An impairment in sniffing contributes to the olfactory impairment in Parkinson's disease. Proc Natl Acad Sci USA 98:4154-4159.
53. Stam CJ, van Dijk BW (2002): Synchronization likelihood: An unbiased measure of generalized synchronization in multivariate data sets. Physica D 163:236-251.
54. Stam CJ, Jones BF, Manshanden I, van Cappellen van Walsum AM, Montez T, Verbunt JPA, de Munck JC, van Dijk BW, Berendse HW, Scheltens P (2006): Magnetoencephalographic evaluation of resting-state functional connectivity in Alzheimer's disease. NeuroImage 32:1335-1344.
55. Stipacek A, Grabner RH, Neuper C, Fink A, Neubauer AC (2003): Sensitivity of human EEG alpha band desynchronization to different working memory components and increasing levels of memory load. Neurosci Lett 353:193-196.
56. Stoffers D, Bosboom JLW, Deijen JB, Wolters EC, Berendse HW, Stam CJ (2007): Slowing of oscillatory brain activity is a stable characteristic of Parkinson's disease without dementia. Brain 130:1847-1860.
57. Stoffers D, Bosboom JLW, Deijen JB, Wolters ECh, Stam CJ, Berendse HW (2008a): Increased cortico-cortical functional connectivity in early-stage Parkinson's disease: An MEG study. NeuroImage 41:212-222.
58. Stoffers D, Bosboom JLW, Wolters EC, Stam CJ, Berendse HW (2008b): Dopaminergic modulation of cortico-cortical functional connectivity in Parkinson's disease: An MEG study. Exp Neurol 213:191-195.
59. Tonoike M, Yamaguchi M, Kaetsu I, Kida H, Seo R, Koizuka I (1998): Ipsilateral dominance of human olfactory activated centers estimated from event-related magnetic fields measured by 122-channel whole-head neuromagnetometer using odorant stimuli synchronized with respirations. Ann N Y Acad Sci 855:579-590.
60. Van Toller S, Behan J, Howells P, Kendal-Reed M, Richardson A, The Warwick Human Chemoreception Research Group (WHCRG) (1993): An analysis of spontaneous human cortical EEG activity to odours. Chem Senses 18:1-16.
61. Westermann B, Wattendorf E, Schwerdtfeger U, Husner A, Fuhr P, Gratzl O, Hummel T, Bilecen D, Welge-Lü ssen A (2008): Functional imaging of the cerebral olfactory system in patients with Parkinson's disease. J Neurol Neurosurg Psychiatry 79: 19-24.