EEG functional connectivity and ApoE genotype in Alzheimer's disease and controls

Clinical Neurophysiology

Volumn 119, Issue 12, 2008, Pages 2727-2732

  Kramer, Gerdien ^a   van der Flier, Wiesje M ^a   de Langen, Conny ^a   Blankenstein, Marinus A ^b   Scheltens, Philip ^a   Stam, Cornelis J ^a  

^a VU UNIVERSITY MEDICAL CENTER   (Netherlands)

^b VU UNIVERSITY MEDICAL CENTER   (Netherlands)

Author keywords

Alzheimer's disease; EEG; Subjective complainers; Synchronisation likelihood

Indexed keywords

APOLIPOPROTEIN E; APOLIPOPROTEIN E4;

AGED; ALLELE; ALPHA RHYTHM; ALZHEIMER DISEASE; ARTICLE; BETA RHYTHM; BRAIN CORTEX; BRAIN FUNCTION; BRAIN REGION; CLINICAL ARTICLE; ELECTROENCEPHALOGRAPHY; FEMALE; GENOTYPE; HUMAN; MALE; PRIORITY JOURNAL;

AGED; ALZHEIMER DISEASE; ANALYSIS OF VARIANCE; APOLIPOPROTEINS E; BRAIN; COGNITION DISORDERS; ELECTROENCEPHALOGRAPHY; FEMALE; GENOTYPE; HUMANS; LIKELIHOOD FUNCTIONS; LINEAR MODELS; MALE; MENTAL STATUS SCHEDULE; NEUROPSYCHOLOGICAL TESTS; NUMERICAL ANALYSIS, COMPUTER-ASSISTED; REST;

EID: 56349111350     PISSN: 13882457     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.clinph.2008.08.019     Document Type: Article

References (62)

1. Alexander D.M., Williams L.M., Gatt J.M., Dobson-Stone C., Kuan S.A., Todd E.G., et al. The contribution of apolipoprotein E alleles on cognitive performance and dynamic neural activity over six decades. Biol Psychol 75 3 (2007) 229-238
2. Altenburg J., Vermeulen R.J., Strijers R.L., Fetter W.P., and Stam C.J. Seizure detection in the neonatal EEG with synchronization likelihood. Clin Neurophysiol 114 1 (2003) 50-55
3. Babiloni C., Benussi L., Binetti G., Cassetta E., Dal Forno G., Del Percio C., et al. Apolipoprotein E and alpha brain rhythms in mild cognitive impairment: a multicentric electroencephalogram study. Ann Neurol 59 2 (2006) 323-334
4. Babiloni C., Ferri R., Moretti D.V., Strambi A., Binetti G., Dal Forno G., et al. Abnormal fronto-parietal coupling of brain rhythms in mild Alzheimer's disease: a multicentric EEG study. Eur J Neurosci 19 9 (2004) 2583-2590
5. Bartolomei F., Bosma I., Klein M., Baayen J.C., Reijneveld J.C., Postma T.J., et al. Disturbed functional connectivity in brain tumour patients: evaluation by graph analysis of synchronization matrices. Clin Neurophysiol 17 9 (2006) 2039-2049
6. Bassett S.S., Yousem D.M., Cristinzio C., Kusevic I., Yassa M.A., Caffo B.S., et al. Familial risk for Alzheimer's disease alters fMRI activation patterns. Brain 129 Pt. 5 (2006) 1229-1239
7. Besthorn C., Forstl H., Geiger-Kabisch C., Sattel H., Gasser T., and Schreiter-Gasser U. EEG coherence in Alzheimer disease. Electroencephalogr Clin Neurophysiol 90 3 (1994) 242-245
8. Bondi M.W., Houston W.S., Eyler L.T., and Brown G.G. fMRI evidence of compensatory mechanisms in older adults at genetic risk for Alzheimer disease. Neurology 64 3 (2005) 501-508
9. Bookheimer S.Y., Strojwas M.H., Cohen M.S., Saunders A.M., Pericak-Vance M.A., Mazziotta J.C., et al. Patterns of brain activation in people at risk for Alzheimer's disease. N Engl J Med 343 7 (2000) 450-456
10. Corder E.H., Saunders A.M., Strittmatter W.J., Schmechel D.E., Gaskell P.C., Small G.W., et al. Gene dose of apolipoprotein E type 4 allele and the risk of Alzheimer's disease in late onset families. Science 261 5123 (1993) 921-923
11. Crawford F.C., Vanderploeg R.D., Freeman M.J., Singh S., Waisman M., Michaels L., et al. APOE genotype influences acquisition and recall following traumatic brain injury. Neurology 58 7 (2002) 1115-1118
12. de Bruin E.A., Bijl S., Stam C.J., Bocker K.B., Kenemans J.L., and Verbaten M.N. Abnormal EEG synchronisation in heavily drinking students. Clin Neurophysiol 115 9 (2004) 2048-2055
13. de Bruin E.A., Stam C.J., Bijl S., Verbaten M.N., and Kenemans J.L. Moderate-to-heavy alcohol intake is associated with differences in synchronization of brain activity during rest and mental rehearsal. Int J Psychophysiol 60 3 (2006) 304-314
14. Delbeuck X., Van der L.M., and Collette F. Alzheimer's disease as a disconnection syndrome?. Neuropsychol Rev 13 2 (2003) 79-92
15. Dunkin J.J., Leuchter A.F., Newton T.F., and Cook I.A. Reduced EEG coherence in dementia: state or trait marker?. Biol Psychiatry 35 11 (1994) 870-879
16. Ferri R., Rundo F., Bruni O., Terzano M.G., and Stam C.J. Regional scalp EEG slow-wave synchronization during sleep cyclic alternating pattern A1 subtypes. Neurosci Lett 404 3 (2006) 352-357
17. Ferri R., Stam C.J., Lanuzza B., Cosentino F.I., Elia M., Musumeci S.A., et al. Different EEG frequency band synchronization during nocturnal frontal lobe seizures. Clin Neurophysiol 115 5 (2004) 1202-1211
18. Filbey F.M., Slack K.J., Sunderland T.P., and Cohen R.M. Functional magnetic resonance imaging and magnetoencephalography differences associated with APOEepsilon4 in young healthy adults. Neuroreport 17 15 (2006) 1585-1590
19. Fleisher A.S., Houston W.S., Eyler L.T., Frye S., Jenkins C., Thal L.J., et al. Identification of Alzheimer disease risk by functional magnetic resonance imaging. Arch Neurol 62 12 (2005) 1881-1888
20. Folstein M.F., Folstein S.E., and McHugh P.R. "Mini-mental state. A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res 12 3 (1975) 189-198
21. Friedman G., Froom P., Sazbon L., Grinblatt I., Shochina M., Tsenter J., et al. Apolipoprotein E-epsilon4 genotype predicts a poor outcome in survivors of traumatic brain injury. Neurology 52 2 (1999) 244-248
22. Han S.D., Houston W.S., Jak A.J., Eyler L.T., Nagel B.J., Fleisher A.S., et al. Verbal paired-associate learning by APOE genotype in non-demented older adults: fMRI evidence of a right hemispheric compensatory response. Neurobiol Aging 28 2 (2007) 238-247
23. Huang Y. Apolipoprotein E and Alzheimer disease. Neurology 66 2 Suppl. 1 (2006) S79-S85
24. Hubacek J.A., Pitha J., Skodova Z., Adamkova V., Lanska V., and Poledne R. A possible role of apolipoprotein E polymorphism in predisposition to higher education. Neuropsychobiology 43 3 (2001) 200-203
25. Jelic V., Julin P., Shigeta M., Nordberg A., Lannfelt L., Winblad B., et al. Apolipoprotein E epsilon4 allele decreases functional connectivity in Alzheimer's disease as measured by EEG coherence. J Neurol Neurosurg Psychiatry 63 1 (1997) 59-65
26. Jeong J. EEG dynamics in patients with Alzheimer's disease. Clin Neurophysiol 115 7 (2004) 1490-1505
27. Kalaria R.N. Advances in molecular genetics and pathology of cerebrovascular disorders. Trends Neurosci 24 7 (2001) 392-400
28. Kutner K.C., Erlanger D.M., Tsai J., Jordan B., and Relkin N.R. Lower cognitive performance of older football players possessing apolipoprotein E epsilon4. Neurosurgery 47 3 (2000) 651-657
29. Lee L., Harrison L.M., and Mechelli A. A report of the functional connectivity workshop, Dusseldorf 2002. Neuroimage 19 2 Pt. 1 (2003) 457-465
30. Lehtovirta M., Partanen J., Kononen M., Hiltunen J., Helisalmi S., Hartikainen P., et al. A longitudinal quantitative EEG study of Alzheimer's disease: relation to apolipoprotein E polymorphism. Dement Geriatr Cogn Disord 11 1 (2000) 29-35
31. Lehtovirta M., Partanen J., Kononen M., Soininen H., Helisalmi S., Mannermaa A., et al. Spectral analysis of EEG in Alzheimer's disease: relation to apolipoprotein E polymorphism. Neurobiol Aging 17 4 (1996) 523-526
32. Leuchter A.F., Newton T.F., Cook I.A., Walter D.O., Rosenberg-Thompson S., and Lachenbruch P.A. Changes in brain functional connectivity in Alzheimer-type and multi-infarct dementia. Brain 115 Pt. 5 (1992) 1543-1561
33. Leuchter A.F., Spar J.E., Walter D.O., and Weiner H. Electroencephalographic spectra and coherence in the diagnosis of Alzheimer's-type and multi-infarct dementia. A pilot study. Arch Gen Psychiatry 44 11 (1987) 993-998
34. Lind J., Persson J., Ingvar M., Larsson A., Cruts M., Van Broeckhoven C., et al. Reduced functional brain activity response in cognitively intact apolipoprotein E epsilon4 carriers. Brain 129 Pt. 5 (2006) 1240-1248
35. Lindeboom J., Schmand B., Tulner L., Walstra G., and Jonker C. Visual association test to detect early dementia of the Alzheimer type. J Neurol Neurosurg Psychiatry 73 2 (2002) 126-133
36. Locatelli T., Cursi M., Liberati D., Franceschi M., and Comi G. EEG coherence in Alzheimer's disease. Electroencephalogr Clin Neurophysiol 106 3 (1998) 229-237
37. McCarron M.O., Delong D., and Alberts M.J. APOE genotype as a risk factor for ischemic cerebrovascular disease: a meta-analysis. Neurology 53 6 (1999) 1308-1311
38. McKhann G., Drachman D., Folstein M., Katzman R., Price D., and Stadlan E.M. Clinical diagnosis of Alzheimer's disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer's Disease. Neurology 34 7 (1984) 939-944
39. Montez T., Linkenkaer-Hansen K., van Dijk B.W., and Stam C.J. Synchronization likelihood with explicit time-frequency priors. Neuroimage 33 4 (2006) 1117-1125
40. Oria R.B., Patrick P.D., Zhang H., Lorntz B., de Castro Costa C.M., Brito G.A.C., et al. APOE4 protects the cognitive development in children with heavy diarrhea burdens in Northeast Brazil. Pediatr Res 57 2 (2005) 310-316
41. Pereda E., Quiroga R.Q., and Bhattacharya J. Nonlinear multivariate analysis of neurophysiological signals. Prog Neurobiol 77 1-2 (2005) 1-37
42. Pijnenburg Y.A., Made Y., van Cappellen van Walsum A.M., Knol D.L., Scheltens P., and Stam C.J. EEG synchronization likelihood in mild cognitive impairment and Alzheimer's disease during a working memory task. Clin Neurophysiol 115 6 (2004) 1332-1339
43. Posthuma D., de Geus E.J., Mulder E.J., Smit D.J., Boomsma D.I., and Stam C.J. Genetic components of functional connectivity in the brain: the heritability of synchronization likelihood. Hum Brain Mapp 26 3 (2005) 191-198
44. Puttonen S., Elovainio M., Kivimaki M., Lehtimaki T., and Keltikangas-Jarvinen L. The combined effects of apolipoprotein E polymorphism and low-density lipoprotein cholesterol on cognitive performance in young adults. Neuropsychobiology 48 1 (2003) 35-40
45. Reiman E.M., Chen K., Alexander G.E., Caselli R.J., Bandy D., Osborne D., et al. Functional brain abnormalities in young adults at genetic risk for late-onset Alzheimer's dementia. Proc Natl Acad Sci U S A 101 1 (2004) 284-289
46. Reitan R. Validity of the Trail Making Test as an indicator of organic brain damage. Percept Motor skill 8 (1958) 271-276
47. Riekkinen P., Buzsaki G., Riekkinen P.J., Soininen H., and Partanen J. The cholinergic system and EEG slow waves. Electroencephalogr Clin Neurophysiol 78 2 (1991) 89-96
48. Saunders A.M., Strittmatter W.J., Schmechel D., George-Hyslop P.H., Pericak-Vance M.A., Joo S.H., et al. Association of apolipoprotein E allele epsilon 4 with late-onset familial and sporadic Alzheimer's disease. Neurology 43 8 (1993) 1467-1472
49. Stam C.J. Nonlinear dynamical analysis of EEG and MEG: review of an emerging field. Clin Neurophysiol 116 10 (2005) 2266-2301
50. Stam C.J., Jones B.F., Manshanden I., van Cappellen van Walsum A.M., Montez T., Verbunt J.P.A., et al. Magnetoencephalographic evaluation of resting-state functional connectivity in Alzheimer's disease. Neuroimage 32 3 (2006) 1335-1344
51. Stam C.J., Montez T., Jones B.F., Rombouts S.A., van der M.Y., Pijnenburg Y.A., et al. Disturbed fluctuations of resting state EEG synchronization in Alzheimer's disease. Clin Neurophysiol 116 3 (2005) 708-715
52. Stam C.J., van der M.Y., Pijnenburg Y.A., and Scheltens P. EEG synchronization in mild cognitive impairment and Alzheimer's disease. Acta Neurol Scand 108 2 (2003) 90-96
53. Stam C.J., and van Dijk B.W. Synchronization likelihood: an unbiased measure of generalized synchronization in multivariate data sets. Physica D: Nonlinear Phenomena 163 (2002) 236-251
54. Stam C.J., van Cappellen van Walsum A.M., Pijnenburg Y.A.L., Berendse H.W., de Munck J.C., Scheltens P., et al. Generalized synchronization of MEG recordings in Alzheimer's Disease: evidence for involvement of the gamma band. J Clin Neurophysiol 19 6 (2002) 562-574
55. Stam C.J., and de Bruin E.A. Scale-free dynamics of global functional connectivity in the human brain. Hum Brain Mapp 22 2 (2004) 97-109
56. Tang M.X., Stern Y., Marder K., Bell K., Gurland B., Lantigua R., et al. The APOE-epsilon4 allele and the risk of Alzheimer disease among African Americans, whites, and Hispanics. JAMA 279 10 (1998) 751-755
57. Thatcher R.W., North D., and Biver C. EEG and intelligence: relations between EEG coherence, EEG phase delay and power. Clin Neurophysiol 116 9 (2005) 2129-2141
58. Trivedi M.A., Schmitz T.W., Ries M.L., Torgerson B.M., Sager M.A., Hermann B.P., et al. Reduced hippocampal activation during episodic encoding in middle-aged individuals at genetic risk of Alzheimer's disease: a cross-sectional study. BMC Med 4 (2006) 1
59. Verhage F. Intelligentie en Leeftijd: onderzoek bij Nederlanders van twaalf tot zevenenzeventig jaar [Intelligence and Age: study with Dutch people aged 12 to 77]. Assen: Van Gorcum; 1964.
60. Wishart H.A., Saykin A.J., Rabin L.A., Santulli R.B., Flashman L.A., Guerin S.J., et al. Increased brain activation during working memory in cognitively intact adults with the APOE epsilon4 allele. Am J Psychiatry 163 9 (2006) 1603-1610
61. Wright R.O., Hu H., Silverman E.K., Tsaih S.W., Schwartz J., Bellinger D., et al. Apolipoprotein E genotype predicts 24-month bayley scales infant development score. Pediatr Res 54 6 (2003) 819-825
62. Yu Y.W., Lin C.H., Chen S.P., Hong C.J., and Tsai S.J. Intelligence and event-related potentials for young female human volunteer apolipoprotein E epsilon4 and non-epsilon4 carriers. Neurosci Lett 294 3 (2000) 179-181