Quantitative electroencephalography as a marker of cognitive fluctuations in dementia with Lewy bodies and an aid to differential diagnosis
Open accessAbstract
OBJECTIVE: We investigated for quantitative EEG (QEEG) differences between Alzheimer's disease (AD), dementia with Lewy bodies (DLB) and Parkinson's disease dementia (PDD) patients and healthy controls, and for QEEG signatures of cognitive fluctuations (CFs) in DLB. METHODS: We analysed eyes-closed, resting state EEGs from 18 AD, 17 DLB and 17 PDD patients with mild dementia, and 21 age-matched controls. Measures included spectral power, dominant frequency (DF), frequency prevalence (FP), and temporal DF variability (DFV), within defined EEG frequency bands and cortical regions. RESULTS: DLB and PDD patients showed a leftward shift in the power spectrum and DF. AD patients showed greater DFV compared to the other groups. In DLB patients only, greater DFV and EEG slowing were correlated with CFs, measured by the clinician assessment of fluctuations (CAF) scale. The diagnostic accuracy of the QEEG measures was 94% (90.4-97.9%), with 92.26% (80.4-100%) sensitivity and 83.3% (73.6-93%) specificity. CONCLUSION: Although greater DFV was only shown in the AD group, within the DLB group a positive DFV - CF correlation was found. QEEG measures could classify DLB and AD patients with high sensitivity and specificity. SIGNIFICANCE: The findings add to an expanding literature suggesting that EEG is a viable diagnostic and symptom biomarker in dementia, particularly DLB.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
QEEG features provide a valuable variable in distinguishing various etiological dementias, such as DLB, PDD, and AD.
“Several studies[23-26] have suggested that QEEG features provide a valuable variable in distinguishing various etiological dementias, such as dementia with Lewy bodies (DLB), PD with dementia (PDD), and Alzheimer’s disease (AD).”
From QEEG Signatures are Associated with Nonmotor Dysfunctions in Parkinson's Disease and Atypical Parkinsonism: An Integrative Analysis (2023) · cites this paper as [23]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Delorme, A., & Makeig, S. (2004) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2003.10.009 · Cited by 24,371 · see citing works
McKhann, G. M., Knopman, D. S., Chertkow, H., Hyman, B. T., Jack, C. R., Kawas, C. H., Klunk, W. E., Koroshetz, W. J., Manly, J. J., Mayeux, R., et al. (2011) · Alzheimer's & Dementia · doi:10.1016/j.jalz.2011.03.005 · Cited by 18,657 · see citing works
Amyloid oligomers exacerbate tau pathology in a mouse model of tauopathy
Selenica, M.-L. B., Brownlow, M., Jimenez, J. P., Lee, D. C., Pena, G., Dickey, C. A., Gordon, M. N., & Morgan, D. (2013) · Neurodegenerative Diseases · doi:10.1159/000337230 · Cited by 10,359 · see citing works
An Information-Maximization Approach to Blind Separation and Blind Deconvolution
Bell, A. J., & Sejnowski, T. J. (1995) · Neural Computation · doi:10.1162/neco.1995.7.6.1129 · Cited by 8,986 · see citing works
Diagnosis and management of dementia with Lewy bodies: Third report of the DLB consortium
McKeith, I. G., Dickson, D. W., Lowe, J., Emre, M., O'Brien, J. T., Feldman, H., Cummings, J., Duda, J. E., Lippa, C., Perry, E. K., et al. (2005) · Neurology · doi:10.1212/01.wnl.0000187889.17253.b1 · Cited by 5,069 · see citing works
Self-citationDiagnosis and management of dementia with Lewy bodies: Fourth consensus report of the DLB Consortium
McKeith, I. G., Boeve, B. F., Dickson, D. W., Halliday, G., Taylor, J.-P., Weintraub, D., Aarsland, D., Galvin, J., Attems, J., Ballard, C. G., et al. (2017) · Neurology · doi:10.1212/wnl.0000000000004058 · Cited by 4,476 · see citing works
Self-citationAlzheimer's Disease Is a Synaptic Failure
Selkoe, D. J. (2002) · Science · doi:10.1126/science.1074069 · Cited by 4,420 · see citing works
Removing electroencephalographic artifacts by blind source separation
Jung, T., Makeig, S., Humphries, C., Lee, T.-W., McKeown, M. J., Iragui, V. J., & B, T. J. S. A. (2000) · Psychophysiology · doi:10.1111/1469-8986.3720163 · Cited by 3,342 · see citing works
Clinical diagnostic criteria for dementia associated with Parkinson’s disease
Emre, M., Aarsland, D., Brown, R., Burn, D. J., Duyckaerts, C., Mizuno, Y., Broe, G. A., Cummings, J., Dickson, D. W., Gauthier, S., et al. (2007) · Movement Disorders · doi:10.1002/mds.21507 · Cited by 3,027 · see citing works
The five percent electrode system for high-resolution EEG and ERP measurements
Oostenveld, R., & Praamstra, P. (2001) · Clinical Neurophysiology · doi:10.1016/s1388-2457(00)00527-7 · Cited by 1,915 · see citing works
McKeith, I. G. (2004) · Europe PMC (PubMed Central) · Cited by 756 · see citing works
Neuroleptic sensitivity in patients with senile dementia of Lewy body type.
McKeith, I., Fairbairn, A., Perry, R., Thompson, P. M., & Perry, E. (1992) · British medical journal · doi:10.1136/bmj.305.6855.673 · Cited by 687 · see citing works
Schulz-Schaeffer, W. J. (2010) · Acta Neuropathologica · doi:10.1007/s00401-010-0711-0 · Cited by 627 · see citing works
McKeith, I. G., Mintzer, J. E., Aarsland, D., Burn, D. J., Chiu, H. F. K., Cohen‐Mansfield, J., Dickson, D. W., Dubois, B., Duda, J. E., Feldman, H., et al. (2003) · The Lancet Neurology · doi:10.1016/s1474-4422(03)00619-7 · Cited by 618 · see citing works
Self-citationThe cholinergic system and Parkinson disease
Bohnen, N. I., & Albin, R. L. (2010) · Behavioural Brain Research · doi:10.1016/j.bbr.2009.12.048 · Cited by 576 · see citing works
Resting state fMRI in Alzheimer's disease: beyond the default mode network
Agosta, F., Pievani, M., Geroldi, C., Copetti, M., Frisoni, G. B., & Filippi, M. (2011) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2011.06.007 · Cited by 572 · see citing works
Whitham, E. M., Pope, K. J., Fitzgibbon, S. P., Lewis, T., Clark, C. R., Loveless, S., Broberg, M., Wallace, A., DeLosAngeles, D., Lillie, P., et al. (2007) · Clinical Neurophysiology · doi:10.1016/j.clinph.2007.04.027 · Cited by 524 · cited 1× · see citing works
“Higher frequencies were excluded as they are prone to contamination by electromyogram rhythms (Whitham et al., 2007).”
BackgroundPERIODOGRAM ANALYSIS AND CONTINUOUS SPECTRA
Bartlett, M. S. (1950) · Biometrika · doi:10.1093/biomet/37.1-2.1 · Cited by 499 · see citing works
The Cholinergic Lesion of Alzheimer's Disease: Pivotal Factor or Side Show?
Mesulam, M. (2004) · Learning & Memory · doi:10.1101/lm.69204 · Cited by 467 · see citing works
Edison, P., Rowe, C. C., Rinne, J. O., Ng, S., Ahmed, I., Kemppainen, N. M., Villemagne, V. L., O'Keefe, G. J., Någren, K., Chaudhuri, К. R., et al. (2008) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.2007.127878 · Cited by 422 · see citing works
Bonanni, L., Thomas, A., Tiraboschi, P., Perfetti, B., Varanese, S., & ONOFRJ, M. C. (2008) · Brain · doi:10.1093/brain/awm322 · Cited by 392 · see citing works
Self-citationBallard, C. G., Aarsland, D., McKeith, I. G., O'Brien, J. T., Gray, A., Cormack, F. K., Burn, D. J., Cassidy, T., Starfeldt, R., Larsen, J. P., et al. (2002) · Neurology · doi:10.1212/01.wnl.0000036908.39696.fd · Cited by 286 · see citing works
Self-citationQuantifying fluctuation in dementia with Lewy bodies, Alzheimer’s disease, and vascular dementia
Walker, M. P., Ayre, G., Cummings, J. L., Wesnes, K. A., McKeith, I. G., O'Brien, J. T., & Ballard, C. G. (2000) · Neurology · doi:10.1212/wnl.54.8.1616 · Cited by 270 · see citing works
Self-citationMartí-Massó, J. F., & Martínez, J. R. (2000) · PubMed · Cited by 231 · see citing works
Metzler‐Baddeley, C. (2007) · Cortex · doi:10.1016/s0010-9452(08)70489-1 · Cited by 201 · see citing works
Gray matter atrophy in Parkinson disease with dementia and dementia with Lewy bodies
Beyer, M. K., Larsen, J. O., & Aarsland, D. (2007) · Neurology · doi:10.1212/01.wnl.0000269666.62598.1c · Cited by 172 · see citing works
Jackson, C. E., & Snyder, P. J. (2007) · Alzheimer s & Dementia · doi:10.1016/j.jalz.2007.10.008 · Cited by 171 · see citing works
Fluctuating cognition in dementia with Lewy bodies and Alzheimer's disease is qualitatively distinct
Bradshaw, J. (2004) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.2002.002576 · Cited by 169 · see citing works
Tiraboschi, P., Hansen, L., Alford, M., Merdes, A., Masliah, E., Thal, L., & Corey-Bloom, J. (2002) · Archives of General Psychiatry · doi:10.1001/archpsyc.59.10.946 · Cited by 169 · see citing works
Brain amyloid and cognition in Lewy body diseases
Gomperts, S. N., Locascio, J. J., Marquié, M., Santarlasci, A., Rentz, D. M., Maye, J. E., Johnson, K. A., & Growdon, J. H. (2012) · Movement Disorders · doi:10.1002/mds.25048 · Cited by 168 · see citing works
EEG findings in dementia with Lewy bodies and Alzheimer’s disease
Briel, R., Mckeith, I., Barker, W., Hewitt, Y., Perry, R., Ince, P., & Fairbairn, A. (1999) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.66.3.401 · Cited by 160 · see citing works
Distribution and Load of Amyloid-β Pathology in Parkinson Disease and Dementia with Lewy Bodies
Hepp, D. H., Vergoossen, D. L. E., Huisman, E., Lemstra, A. W., Bank, N. B., Berendse, H. W., Rozemüller, A. J. M., Foncke, E. M. J., & van de Berg, W. D. J. (2016) · Journal of Neuropathology & Experimental Neurology · doi:10.1093/jnen/nlw070 · Cited by 155 · see citing works
Spherical Splines and Average Referencing in Scalp Electroencephalography
Ferrée, T. C. (2006) · Brain Topography · doi:10.1007/s10548-006-0011-0 · Cited by 149 · see citing works
Bonanni, L., Perfetti, B., Bifolchetti, S., Taylor, J., Franciotti, R., Parnetti, L., Thomas, A., & ONOFRJ, M. C. (2014) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2014.07.009 · Cited by 146 · see citing works
Self-citationEEG spectral profile to stage Alzheimer's disease
Rodriguez, G., Copello, F., Vitali, P., Perego, G., & Nobili, F. M. (1999) · Clinical Neurophysiology · doi:10.1016/s1388-2457(99)00123-6 · Cited by 142 · see citing works
Ballard, C. G., O'Brien, J. T., Morris, C. M., et al. (2001) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.381 · Cited by 125 · see citing works
Self-citationPeraza, L. R., Kaiser, M., Firbank, M., Graziadio, S., Bonanni, L., ONOFRJ, M. C., Colloby, S. J., Blamire, A. M., O'Brien, J. T., & Taylor, J. (2014) · NeuroImage Clinical · doi:10.1016/j.nicl.2014.03.013 · Cited by 121 · see citing works
Self-citationAmyloid PET Imaging in Lewy Body Disorders
Donaghy, P. C., Thomas, A. J., & O'Brien, J. T. (2013) · American Journal of Geriatric Psychiatry · doi:10.1016/j.jagp.2013.03.001 · Cited by 118 · see citing works
Self-citationDementia with Lewy bodies: choline acetyltransferase parallels nucleus basalis pathology
Lippa, C. F., Smith, T. W., & Perry, E. K. (1999) · Journal of Neural Transmission · doi:10.1007/s007020050176 · Cited by 114 · see citing works
Garn, H., Coronel, C., Waser, M., Caravias, G., & Ransmayr, G. N. (2017) · Journal of Neural Transmission · doi:10.1007/s00702-017-1699-6 · Cited by 109 · see citing works
Pizzi, S. D., Franciotti, R., Taylor, J., Thomas, A., Tartaro, A., ONOFRJ, M. C., & Bonanni, L. (2014) · Cerebral Cortex · doi:10.1093/cercor/bhu220 · Cited by 98 · see citing works
Self-citationBabiloni, C., Percio, C. D., Bordet, R., Bourriez, J., Bentivoglio, M., Payoux, P., Derambure, P., Dix, S. L., Infarinato, F., Lizio, R., et al. (2012) · Clinical Neurophysiology · doi:10.1016/j.clinph.2012.09.017 · Cited by 97 · see citing works
The use of EEG in the diagnosis of dementia with Lewy bodies
Roks, G., Korf, E. S. C., van der Flier, W. M., Scheltens, P., & Stam, C. J. (2007) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.2007.125385 · Cited by 93 · see citing works
Snædal, J., Jóhannesson, G. H., Guðmundsson, T. E., Blin, N. P., Emilsdóttir, Á. L., Einarsson, B., & Johnsen, K. (2012) · Dementia and Geriatric Cognitive Disorders · doi:10.1159/000339996 · Cited by 80 · see citing works
Prediction of treatment response to rivastigmine in Alzheimer's dementia.
Adler, G., Brassen, S., Chwalek, K., Dieter, B., & Teufel, M. (2004) · PubMed Central · Cited by 77 · see citing works
ONOFRJ, M. C., Thomas, A., Iacono, D., Luciano, A. L., & Iorio, A. D. (2003) · Clinical Neuropharmacology · doi:10.1097/00002826-200309000-00008 · Cited by 77 · see citing works
Self-citationElectroencephalogram Variability in Dementia with Lewy Bodies, Alzheimer’s Disease and Controls
Andersson, M. A., Hansson, O., Minthon, L., Rosén, I., & Londos, E. (2008) · Dementia and Geriatric Cognitive Disorders · doi:10.1159/000160962 · Cited by 77 · see citing works
EEG Markers of Dementia with Lewy Bodies: A Multicenter Cohort Study
Bonanni, L., Franciotti, R., Nobili, F. M., Kramberger, M. G., Taylor, J., Ptacek, S. G., Falasca, N. W., Famà, F., Cromarty, R. A., ONOFRJ, M. C., et al. (2016) · Journal of Alzheimer s Disease · doi:10.3233/jad-160435 · Cited by 70 · see citing works
Self-citationPeraza, L. R., Cromarty, R. A., Kobeleva, X., Firbank, M., Killen, A., Graziadio, S., Thomas, A. J., O'Brien, J. T., & Taylor, J. (2018) · Scientific Reports · doi:10.1038/s41598-018-22984-5 · Cited by 69 · see citing works
Self-citationEngedal, K., Snaedal, J., Hoegh, P., Jelic, V., Andersen, B. B., Naik, M., Wahlund, L., & Oeksengaard, A. (2015) · Dementia and Geriatric Cognitive Disorders · doi:10.1159/000381016 · Cited by 66 · see citing works
The electroencephalogram in dementia with Lewy bodies
Barber, P. A., Varma, A. R., Lloyd, J. J., Haworth, B. A., Snowden, J. S., & Neary, D. (2000) · Acta Neurologica Scandinavica · doi:10.1034/j.1600-0404.2000.00006.x · Cited by 65 · see citing works
Bosboom, J. L., Stoffers, D., Stam, C. J., Berendse, H., & Wolters, E. (2008) · Clinical Neurophysiology · doi:10.1016/j.clinph.2009.03.004 · Cited by 51 · see citing works
Zupancic, M. L., Mahajan, A., & Handa, K. (2011) · The Primary Care Companion For CNS Disorders · doi:10.4088/pcc.11r01190 · Cited by 51 · see citing works
Can we clinically diagnose dementia with Lewy bodies yet?
Huang, Y. M., & Halliday, G. M. (2013) · Translational Neurodegeneration · doi:10.1186/2047-9158-2-4 · Cited by 50 · see citing works
Colloby, S. J., Cromarty, R. A., Peraza, L. R., Johnsen, K., Jóhannesson, G. H., Bonanni, L., ONOFRJ, M. C., Barber, R., O'Brien, J. T., & Taylor, J. (2016) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2016.03.010 · Cited by 50 · see citing works
Self-citationVaranese, S., Perfetti, B., Monaco, D., Thomas, A., Bonanni, L., Tiraboschi, P., & ONOFRJ, M. C. (2010) · Journal of Neurology · doi:10.1007/s00415-010-5453-3 · Cited by 48 · see citing works
Self-citationBliwise, D. L., Trotti, L. M., Wilson, A. G., Greer, S. A., Wood‐Siverio, C., Juncos, J. J., Factor, S. A., Freeman, A., & Rye, D. B. (2012) · Movement Disorders · doi:10.1002/mds.25082 · Cited by 48 · see citing works
Assessing Fluctuating Cognition in Dementia Diagnosis
Dyk, K. V., Towns, S. J., Tatarina, O., et al. (2015) · American Journal of Alzheimer s Disease & Other Dementias® · doi:10.1177/1533317515603359 · Cited by 44 · see citing works
Regional functional synchronizations in dementia with Lewy bodies and Alzheimer's disease
Peraza, L. R., Colloby, S. J., Deboys, L., O'Brien, J. T., Kaiser, M., & Taylor, J. (2016) · International Psychogeriatrics · doi:10.1017/s1041610216000429 · Cited by 38 · see citing works
Self-citationAnalysis of variance for repeated measures data: A generalized estimating equations approach
Carr, G. J., & Chi, E. M. (1992) · Statistics in Medicine · doi:10.1002/sim.4780110805 · Cited by 17 · see citing works
Cholinergic Pathology in Dementia with Lewy Bodies
Taylor, J., Collerton, D., LeBeau, F. E. N., & Perry, E. K. (2016) · Springer eBooks · doi:10.1007/978-4-431-55948-1_3 · Cited by 4 · see citing works
Self-citationMethods of Analysis of Background EEG
Kropotov, J. D. (2009) · Elsevier eBooks · doi:10.1016/b978-0-12-374512-5.00008-6 · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Niedermeyer E, Lopes da Silva FH. In: Niedermeyer E, Lopes Da Silva FH, editors. Electroencephalography: basic principles, clinical applications, and related fields. 5th ed. Lippincott Williams & Wilkins; 2004.
Cited by
Sorted by citations
Diagnostic and prognostic value of EEG in prodromal dementia with Lewy bodies
van der Zande, J. J., Gouw, A. A., van Steenoven, I., van de Beek, M., Scheltens, P., Stam, C. J., & Lemstra, A. W. (2020) · Neurology · doi:10.1212/wnl.0000000000009977 · Cited by 43 · see citing works
Liu, H., Huang, Z., Deng, B., Chang, Z., Yang, X., Guo, X., Yuan, F., Yang, Q., Wang, L., Zou, H., et al. (2023) · Aging and disease · doi:10.14336/ad.2022.0514 · Cited by 20 · see citing works
- Authors
- Stylianou, M., Murphy, N., Peraza, L. R., Graziadio, S., Cromarty, R., Killen, A., O' Brien, J. T., Thomas, A. J., LeBeau, F. E. N., & Taylor, J.-P.
- Affiliations
- Newcastle University (GB)
- Newcastle upon Tyne Hospitals NHS Foundation Trust (GB)
- Corresponding author
- Stylianou, Myrto
- ORCID
- Venue
- Clinical Neurophysiology
- Publisher
- Elsevier BV
- Published
- 2018-06
- Volume
- 129
- Issue
- 6
- Pages
- 1209-1220
- ISSN
- 1388-2457 (ISSN-L)
- PMC
- PMC5954167
- OpenAlex
- W2795901230
- Cited by
- 79
- References
- 62
- Citations by year
- 2026: 7 · 2025: 9 · 2024: 7 · 2023: 7 · 2022: 11 · 2021: 8 · 2020: 19 · 2019: 9 · 2018: 2
- FWCI
- 7.36
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Clinical Neurophysiology (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Apollo (University of Cambridge) (submittedVersion, cc-by)
- Newcastle University ePrints (Newcastle Univesity) (cc-by-nc-nd)
- Funders
- Alzheimer’s Society
- NIHR Newcastle Biomedical Research Centre
- Newcastle Hospitals NHS Charity
- Northumberland, Tyne and Wear NHS Foundation Trust
- Wellcome Trust (BH120812, BH120878)
- Alzheimer’s Research UK
- NIHR MedTech In Vitro Diagnostic Co-operatives scheme (MIC-2016-014)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Neurology › Parkinson's Disease Mechanisms and Treatments
- Life Sciences › Neuroscience › Cognitive Neuroscience › EEG and Brain-Computer Interfaces
- Keywords
- quantitative EEG, dementia with Lewy bodies, Parkinson's disease dementia, Alzheimer's disease, cognitive fluctuations, differential diagnosis, EEG slowing, spectral power, diagnostic accuracy
- MeSH terms
- Aged, Aged, 80 and over, Alzheimer Disease, Brain, Cognition, Diagnosis, Differential, Electroencephalography, Female, Humans, Male, Parkinson Disease, Sensitivity and Specificity, Lewy Body Disease
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review