Cited by 125Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatmentsEpilepsy research and treatment

Subclinical epileptiform activity accelerates the progression of Alzheimer’s disease: a long-term EEG study.

Open access
Horvath, Andras Attila, Papp, Aniko, Zsuffa, Janos, Szucs, Anna, Luckl, Janos, Radai, Ferenc, Nagy, Ferenc, Hidasi, Zoltan +3 more·2021·Clinical Neurophysiology

Abstract

OBJECTIVE: While many studies suggest that patients with Alzheimer's disease have a higher chance for developing epileptic seizures, only a few studies are available examining independent epileptic discharges. The major aims of our study was to determine the prevalence of subclinical epileptiform activity (SEA) in AD compared to healthy elderly controls with the hypothesis that SEA is more frequent in AD than in cognitively normal individuals. Another aim was to analyze the effect of baseline SEA captured with electroencephalography on the progression of the disease with longitudinal cognitive testing. METHODS: We investigated 52 Alzheimer patients with no history of epileptic seizures and 20 healthy individuals. All participants underwent a 24-hour electroencephalography, neurology, neuroimaging and neuropsychology examination. Two independent raters analyzed visually the electroencephalograms and both raters were blind to the diagnoses. Thirty-eight Alzheimer patients were enrolled in a 3-year long prospective follow-up study with yearly repeated cognitive evaluation. RESULTS: Subclinical epileptiform discharges were recorded significantly (p:0.018) more frequently in Alzheimer patients (54%) than in healthy elderly (25%). Epileptiform discharges were associated with lower performance scores in memory. Alzheimer patients with spikes showed 1.5-times faster decline in global cognitive scores than patients without (p < 0.001). The decline in cognitive performance scores showed a significant positive correlation with spike frequency (r:+0.664; p < 0.001). CONCLUSIONS: Subclinical epileptiform activity occurs in half of Alzheimer patients who have never suffered epileptic seizures. Alzheimer patients with subclinical epileptiform activity showed accelerated cognitive decline with a strong relation to the frequency and spatial distribution (left temporal) of spikes. SIGNIFICANCE: Our findings suggest the prominent role of epileptiform discharges in the pathomechanism of Alzheimer's disease which might serve as potential therapeutic target.

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.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.clinph.2021.03.050

Cites

4 of 4 references verified0 citation errors · 0 not checkable

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.

A few free checks a day · papers already verified open instantly · results are public

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?

  • In Alzheimer's disease, an estimated 60% of patients have seizures and subclinical epileptic activity.

    “In Alzheimer’s disease (AD), which is the most common tauopathy, an estimated 60% of patients have seizures and subclinical epileptic activity (Vossel et al., 2016, 2017; Lam et al., 2020; Horvath et al., 2021).”

    From Tauopathy and Epilepsy Comorbidities and Underlying Mechanisms (2022) · cites this paper as Horvath et al., 2021

    The Abstract reports subclinical epileptiform discharges in 54% of 52 Alzheimer’s patients, which is roughly consistent with the estimated 60%. But the study excluded patients with a history of seizures, so it does not establish a prevalence for seizures and subclinical activity together. Page numbers were not available in our copy. (LLM, conf=0.87)

    Experimental — accuracy not yet measured

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

Flagged first, then by citations

Research works printed but not linked: 41

  1. Chochoi M, Tyvaert L, Derambure P, Szurhaj W. Is long-term electroencephalogram more appropriate than standard electroencephalogram in the elderly?. Clin Neurophysiol 2017;128:270-4.
  2. Cretin B, Sellal F, Philippi N, Bousiges O, Di Bitonto L, Martin-Hunyadi C. Epileptic prodromal Alzheimer's disease, a retrospective study of 13 new cases: expanding the spectrum of Alzheimer's disease to an epileptic variant?. J Alz Dis 2016;52:1125-33.
  3. Davidson PN, Davidson KA. Electroencephalography in the elderly. Neurodiag J 2012;52:3-19.
  4. Devanand D, Lee J, Luchsinger J, Manyl J, Marder K, Mayeux R, Stern Y. Lessons from epidemiologic research about risk factors, modifiers, and progression of late onset Alzheimer's disease in New York City at Columbia University Medical Center. J Alz Dis 2013;33:S447-55.
  5. Doherty MJ, Simon E, De Menezes MS, Kuratani JD, Saneto RP, Holmes MD, et al. When might hemispheric favouring of epileptiform discharges begin?. Seizure 2003;12:595-8.
  6. Doody RS, Pavlik V, Massman P, Rountree S, Darby E, Chan W. Predicting progression of Alzheimer's disease. Alzheimers Res Ther 2010;2:2.
  7. Fisher RS, Acevedo C, Arzimanoglou A, Bogacz A, Cross JH, Elger CE, et al. Official report: a practical clinical definition of epilepsy. Epilepsia 2014;55:475-82.
  8. Frisoni G, Laakso M, Beltramello A, Geroldi C, Bianchetti A, Soininen H, et al. Hippocampal and entorhinal cortex atrophy in frontotemporal dementia and Alzheimer's disease. Neurology 1999;52:91-91.
  9. Horváth A, Montana X, Lanquart J-P, Hubain P, Sz} ucs A, Linkowski P, et al. Effects of state and trait anxiety on sleep structure: A polysomnographic study in 1083 subjects. Psychiatry Res 2016;244:279-83.
  10. Horvath A, Szucs A, Barcs G, Kamondi A. Sleep EEG detects epileptiform activity in Alzheimer's Disease with high sensitivity. J Alz Dis 2017;56:1175-83.
  11. Horvath A, Szucs A, Barcs G, Noebels JL, Kamondi A. Epileptic seizures in Alzheimer disease: a review. Alzheimer Dis Assoc Disord 2016;30:186-92.
  12. Horvath A, Szucs A, Hidasi Z, Csukly G, Barcs G, Kamondi A. Prevalence, semiology, and risk factors of epilepsy in Alzheimer's disease: an ambulatory EEG study. J Alz Dis 2018;63:1045-54.
  13. Hughes JR, & Zialcita ML. EEG in the elderly: seizures vs. syncope. Clin Electroencephalogr 2000;31:131-137.
  14. Ito K, Corrigan B, Zhao Q, French J, Miller R, Soares H, et al. Disease progression model for cognitive deterioration from Alzheimer's Disease Neuroimaging Initiative database. Alzheimers Dement 2011;7:151-60.
  15. Janka Z, Somogyi A, Magloczki E. Dementia screening by a short cognitive test. Orv Hetil 1989;129:2797-800.
  16. Liedorp M, Stam CJ, Van Der Flier WM, Pijnenburg YA, Scheltens P. Prevalence and clinical significance of epileptiform EEG discharges in a large memory clinic cohort. Dement Geriatr Cogn Disord 2010;29:432-7.
  17. McBride AE, Shih TT, Hirsch LJ. Video-EEG monitoring in the elderly: a review of 94 patients. Epilepsia 2002;43:165-9.
  18. McKhann GM, Knopman DS, Chertkow H, Hyman BT, Jack CR, Kawas CH, et al. diagnosis of dementia due to Alzheimer's disease: Recommendations from the National Institute on Aging-Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease. Alzheimer Dement 2011;7:263-9.
  19. McLachlan RS, Luba N. Cortical location of benign paroxysmal rhythms in the electrocorticogram. Can J Neurol Sci 2002;29:154-8.
  20. Miklosi M, Martos T, Kocsis-Bogar K, Perczel DF. Psychometric properties of the Hungarian version of the Cognitive Emotion Regulation Questionnaire. Psychiatr Hung 2011;2:102-11.
  21. Mulligan CK, Trauner DA. Incidence and Behavioral Correlates of Epileptiform Abnormalities in Autism Spectrum Disorders. J Autism Dev Disord 2014;44:452-8.
  22. Palop JJ, Mucke L. Amyloid-b-induced neuronal dysfunction in Alzheimer's disease: from synapses toward neural networks. Nature Neurosci 2010;13:812-8.
  23. Palop JJ, Chin J, Roberson ED, Wang J, Thwin MT, Bien-Ly N, et al. Aberrant excitatory neuronal activity and compensatory remodeling of inhibitory hippocampal circuits in mouse models of Alzheimer's disease. Neuron 2008;55:697-711.
  24. Peltz CB, Kim HL, Kawas CH. Abnormal EEGs in Cognitively and Physically Healthy Oldest-Old: Findings from The 90+ Study. J Clin Neurophysiol 2002;4:292.
  25. Puvenna V, Engeler M, Banjara M, Brennan C, Schreiber P, Dadas A, et al. Is phosphorylated tau unique chronic traumatic encephalopathy. Brain Res 2006;1630:225-40.
  26. Rao SC, Dove G, Cascino GD, Petersen RC. Recurrent seizures in patients with dementia: frequency, seizure types, and treatment outcome. Epilepsy Behav 2009;14:118-20.
  27. Riascos D, Nicholas A, Samaeekia R, Yukhananov R, Mesulam MM, Bigio EH, et al. Alterations of Ca(2)(+)-responsive proteins within cholinergic neurons in aging and Alzheimer's disease. Neurobiol Aging 2014;35:1325-33.
  28. Richer LP, Shevell MI, Rosenblatt BR. Epileptiform abnormalities in children with attention-deficit-hyperactivity disorder. Pediatr Neurol 2002;26:125-9.
  29. Saito F, Fukushima Y, Kubota S. Small sharp spikes: possible relationship to epilepsy. Clin Electroencephalogr 1987;18:114-9.
  30. Sammaritano M, Gigli GL, Gotman J. Interictal spiking during wakefulness and sleep and the localization of foci in temporal lobe epilepsy. Neurology 1991;41:290- 290.
  31. Santoshkumar B, Chong JJ, Blume WT, McLachlan RS, Young GB, Diosy DC, et al. Prevalence of benign epileptiform variants. Clin Neurophysiol 2009;120:856-61.
  32. Sarkis RA, Dickerson BC, Cole AJ, Chemali ZN. Clinical and neurophysiologic characteristics of unprovoked seizures in patients diagnosed with dementia. J Neuropsychiatry Clin Neurosci 2016;28:56-61.
  33. Sipos K, Sipos M. The development and validation of the Hungarian Form of the State-Trait Anxiety Inventory. Ser Clin Community Psychol 1983;2:27-39.
  34. So EL. Interictal epileptiform discharges in persons without a history of seizures: what do they mean?. J Clin Neurophysiol 2010;27:229-38.
  35. Stacho L, Dudas R, Ivady R, Kothencz G, Janka Z. Addenbrooke's Kognitív Vizsgálat: a magyar változat kifejlesztése. Psychiatr Hung 2002;18:226-40.
  36. Steriade M. Neuronal substrates of sleep and epilepsy. Cambridge University Press; .
  37. Tabaeizadeh M, Nour HA, Shoukat M, Sun H, Jin J, Javed F, et al. Burden of Epileptiform Activity Predicts Discharge Neurologic Outcomes in Severe Acute Ischemic Stroke. Neurocrit Care 2020;32:697-706.
  38. Tai XY, Koepp M, Duncan JS, Fox N, Thompson P, Baxendale S, et al. Hyperphosphorylated tau in patients with refractory epilepsy correlates with cognitive decline: a study of temporal lobe resections. Brain 2016;139:2441-55.
  39. Ung H, Cazares C, Nanivadekar A, Kini L, Wagenaar J, Becker D, et al. Interictal epileptiform activity outside the seizure onset zone impacts cognition. Brain 2017;140:2157-68.
  40. Vossel KA, Beagle AJ, Rabinovici GD, Shu H, Lee SE, Naasan G, et al. Seizures and epileptiform activity in the early stages of Alzheimer disease. JAMA Neurol 2013;70:1158-66.
  41. Vossel KA, Ranasinghe KG, Beagle AJ, Mizuiri D, Honma SM, Dowling AF, et al. Incidence and impact of subclinical epileptiform activity in Alzheimer's disease. Ann Neurol 2016;80:858-70.

Cited by

Sorted by citations

Authors
Horvath, A. A., Papp, A., Zsuffa, J., Szucs, A., Luckl, J., Radai, F., Nagy, F., Hidasi, Z., Csukly, G., Barcs, G., & Kamondi, A.
Affiliations
  • Semmelweis University (HU)
  • Somogy Megyei Kaposi Mór Oktató Kórház (HU)
Corresponding author
Horvath, Andras Attila
Venue
Clinical Neurophysiology
Publisher
Elsevier BV
Published
2021-08
Volume
132
Issue
8
Pages
1982-1989
ISSN
1388-2457 (ISSN-L)
OpenAlex
W3163306446
Cited by
125
References
4
Citations by year
2026: 23 · 2025: 31 · 2024: 21 · 2023: 26 · 2022: 20 · 2021: 3
FWCI
12.55
Type
journal article
Language
en
Open access
Locations
  • Clinical Neurophysiology (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Repository of the Academy's Library (Library of the Hungarian Academy of Sciences) (acceptedVersion)
Funders
  • National Key Research and Development Program of China (KTIA_NAP_13-1-2013-0001)
  • National Research, Development and Innovation Office (2019-2.1.7-ERA-NET-2020-00006)
  • EU Joint Programme – Neurodegenerative Disease Research
  • Magyar Tudományos Akadémia
Topics
  • Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
  • Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
  • Health Sciences › Medicine › Psychiatry and Mental health › Epilepsy research and treatment
Keywords
Alzheimer's disease, epileptiform discharges, cognitive decline, disease progression, EEG, memory impairment, seizure susceptibility, long-term follow-up
MeSH terms
Aged, Aged, 80 and over, Alzheimer Disease, Electroencephalography, Female, Follow-Up Studies, Humans, Longitudinal Studies, Male, Middle Aged, Neuropsychological Tests, Prospective Studies, Seizures, Time Factors, Disease Progression

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