Abstract
This article reflects key themes and discussions from the American Epilepsy Society Annual Meeting 2025, Epilepsy and Aging Special Interest Group (SIG) session entitled “Multimodal Biomarkers of Epilepsy in Older Adults.” The perspectives presented here are intended to highlight emerging priorities for the field. Epilepsy in older adults is the fastest-growing segment of the epilepsy population worldwide. Despite rising incidence, prevalence, and substantial morbidity, care for late-onset epilepsy (LOE) remains anchored to a seizure-centric framework that inadequately addresses the broader consequences of seizures in later life. Older adults with LOE face markedly increased risks of dementia, mortality, and stroke, yet are frequently excluded from epilepsy and Alzheimer's disease (AD) clinical trials. Patient-centered outcomes, including cognition, sleep, function, and quality of life, remain underprioritized. In this article, we argue that LOE requires multimodal biomarkers and multidisciplinary care. We contend that LOE should be reframed as a biologically meaningful warning signal of network vulnerability and overlapping brain pathology, rather than a late-life complication to be managed pragmatically. Cognitive dysfunction is common, heterogeneous, and often precedes overt neurodegenerative diagnoses, positioning cognition as an early clinical signal. Neuroimaging and electrophysiological evidence further place LOE along a continuum intersecting cardiovascular risk factors, sleep disruption, and AD biology, challenging traditional silos between epilepsy and dementia care. We argue for greater inclusion of older adults in antiseizure medication trials and for the inclusion of individuals with epilepsy in AD clinical trials. We propose a brain-health-centered framework for LOE that integrates longitudinal electroencephalography, particularly sleep-inclusive strategies, routine cognitive screening with targeted neuropsychological assessment, neuroimaging, vascular and sleep risk evaluation, and selective use of neurodegenerative biomarkers when clinically actionable. Together, these shifts move care beyond seizure counting toward a comprehensive brain-health model aligned with the realities of aging epilepsy.
A Provocation: Stop Treating Late-Life Epilepsy Like a Footnote
Epilepsy in older adults has become the fastest-growing epilepsy population worldwide, driven by an aging demographic, improved survival across the lifespan, and heightened recognition of late-onset epilepsy (LOE). 1 Incidence rates of epilepsy rise sharply after age 60, 1 yet the conceptual framework guiding care for these individuals remains stubbornly outdated.
Historically, seizures emerging in later life were often viewed as a clinical harbinger of inexorable decline, chronic disease, loss of independence, or institutionalization.
The epidemiology alone demands urgency. Older adults with LOE face a 2- to 4-fold higher risk of subsequent dementia, 2 1.5–3-fold higher all-cause mortality,3–5 and an increased risk of future stroke. 6 Despite this, LOE remains strikingly understudied. Older adults are frequently excluded from status epilepticus and antiseizure medication (ASM) trials.7,8 Patient-centered outcomes, such as sleep, function, and quality of life, are rarely prioritized in aging epilepsy research. 9 The International League Against Epilepsy task force has explicitly identified gaps in comparative evidence and emphasized the need for interdisciplinary, evidence-based diagnostic measures and care. 10 Yet clinical practice has been slow to respond.
The prevailing epilepsy care model continues to focus on seizure suppression as the dominant outcome, paying limited attention to broader neurological comorbidities. In older adults, this model fails outright, as in this population, seizures are often not the dominant determinant of disability. 9 Cognitive impairment, frailty, falls, sleep disruption, depression, polypharmacy, and loss of independence frequently generate more morbidity than the seizures themselves.5,11 Yet epilepsy care continues to behave as if nonseizure outcomes are secondary considerations.
In clinical practice, LOE is rarely an isolated diagnosis. It is a syndrome unfolding at the intersection of network hyperexcitability, vascular injury, sleep disruption, medication vulnerability, and neurodegenerative biology. 12 Therefore, the fastest-growing epilepsy demographic demands a new framework.
In this perspective article, based on the Epilepsy and Aging Special Interest Group (SIG) at the 2025 AES Annual Meeting, we argue that LOE requires interdisciplinary care, 9 and multimodal biomarkers (Figure 1), and for clinical trials to stop excluding the very patients we most need to understand.

Proposed multimodal biomarker framework.
Cognitive Dysfunction in LOE is not Noise; It's the Signal
If LOE is a warning signal, cognition is where it becomes clinically visible first.
One of the most persistent conceptual errors in epilepsy care is treating cognition as a uniform byproduct of seizure burden. In LOE, cognitive dysfunction is more common than not, affecting nearly two-thirds of individuals and often resembling mild cognitive impairment (MCI). 13 Earlier work consistently demonstrated that older adults with epilepsy perform less well than age-matched controls on global cognition, episodic memory, and semantic fluency. 14 More recent studies have moved beyond treating LOE as a homogeneous entity by distinguishing LOE from early-onset epilepsy (EOE) and identifying distinct cognitive phenotypes within LOE itself.15,16
Cognitive impairment in LOE ranges from minimal to isolated single-domain deficits or multidomain impairment. 15 Among those with isolated deficits, executive function and processing speed impairment emerge as the most common phenotypes, 15 cognitive domains are typically associated with widespread vascular brain pathology.
A clinical dilemma is what cognitive impairment means in a given patient, and what to do about it? Cognitive dysfunction may reflect epileptic network instability, sleep disruption, vascular injury, emerging neurodegeneration, ASM effects, or combinations thereof.
This question naturally leads to others: should we routinely screen for cognitive deficits in LOE, and, if so, how? Recent multicenter validation of the Montreal Cognitive Assessment (MoCA) as a screening tool in older adults with epilepsy has shown the potential to reshape cognitive assessment, shifting cognitive screening from an ad hoc practice to an evidence-based gateway for targeted comprehensive neuropsychological referral. 17 Routine screening is a low-cost, high-yield intervention for LOE. We recommend MoCA (or equivalent) screening for all older adults with epilepsy, with referral for comprehensive neuropsychological evaluation when scores fall below the relevant threshold (24 out of 30 for MoCA) or when clinical concern persists despite “normal” screening. Similarly, electroencephalography (EEG) screening may be important for individuals with minimal cognitive impairment or early dementia, especially in those who may have fluctuating mental status.
Seizures Leave Fingerprints: Neuroimaging Signatures of LOE
If cognitive heterogeneity in LOE is biologically meaningful, it should leave distinct structural fingerprints. Neuroimaging confirms that it may do exactly that. Alterations include widespread cortical thinning, predominantly involving the frontotemporal regions. 18 Kaestner et al 19 demonstrated that atrophy patterns in temporal-onset LOE closely resemble those seen in amnestic MCI, with bilateral cortical thinning in mesial temporal structures, particularly the hippocampus and amygdala. LOE had a thinner bilateral entorhinal cortex and fusiform cortex compared to amnestic MCI and a thinner bilateral fusiform cortex compared to EOE. 19 These differences underscore that LOE is a distinct biological entity.
Vascular injury is a critical mechanistic contributor. LOE is associated with a
Functional imaging suggests partial overlap with neurodegenerative syndromes. Fluorodeoxyglucose–positron emission tomography (PET) studies show hypometabolism in temporal and frontal regions similar to Alzheimer's disease (AD), while differing patterns in parieto-occipital regions hint at overlapping but nonidentical pathophysiology.
22
A subset of LOE demonstrates
Taken together, neuroimaging reframes LOE as a
The Continuum Problem: Epilepsy and AD Share a Highway, not Crossroads
Epilepsy and dementia do not merely coexist; in many older adults, they appear to share many basic pathologic mechanisms. Late-onset unexplained epilepsy is associated with an increased risk of AD. 24 Midlife plasma Amyloid-deta42/40 ratios predict later development of LOE. 25 Yet, epilepsy has remained largely siloed from dementia research, despite mounting epidemiologic and mechanistic evidence demonstrating a bidirectional relationship. 26 For decades, epilepsy and dementia were treated as separate entities that occasionally collide. That framing is now collapsing under the weight of evidence.2,25,27
Epileptic activity in AD is often silent and clinically consequential. Up to 64% of individuals with AD experience seizures,
28
and up to 54% demonstrate subclinical epileptiform activity,
29
rates far exceeding those of cognitively normal peers. The landmark clinical description of seizures and epileptiform activity in early AD emphasized a critical point: this activity is often
Despite extended and sleep EEG recordings, epileptiform activity is detected in only a subset of patients using current noninvasive approaches, underscoring the need for more sensitive EEG biomarkers such as high-frequency oscillations (HFOs), 31 which may capture network hyperexcitability missed by standard scalp EEG. 32 Recent work in animal models suggests that HFOs may modulate interictal spiking in AD, highlighting their potential value for patient stratification. 33
Also, subclinical epileptiform activity is not simply an epiphenomenon. Longitudinal EEG studies show faster cognitive decline in individuals with AD who exhibit epileptiform activity.34,35 More importantly, emerging evidence suggests this hyperexcitability may represent a modifiable contributor to disease progression. 35
The field needs to consider carefully what this implies: in a nontrivial subset of older adults, LOE may be an early clinical signal of neurodegenerative vulnerability rather than a mere downstream consequence. Given that neurodegenerative processes begin decades before overt cognitive impairment, the concept of an epileptic variant of AD, epilepsy starting during preclinical AD, warrants mainstream attention. 36
Once epilepsy and neurodegeneration are placed on the same continuum, the remaining question is no longer whether they interact, but how.
Network Amplifier Hypothesis: Epilepsy Does not Just Coexist With Neurodegeneration; it may Precede or Accelerate it
The most provocative implication of this continuum is that epileptic activity does not merely reflect underlying AD pathology but actively participates in its clinical expression and may accelerate it.37–40
Preclinical studies support a causal role for hyperexcitability. In mouse models of amyloid pathology, clusters of hyperactive neurons emerge near amyloid plaques, reflecting a localized excitatory–inhibitory imbalance. 41 Suppression of abnormal spike activity with levetiracetam (LEV) improves network function and reverses cognitive deficits in these models. 42
Seizures can induce neuronal stress, excitotoxicity, and tau hyperphosphorylation. 26 Repeated seizures can upregulate kinases involved in tau phosphorylation, thereby accelerating neurofibrillary tangle formation. 43 Evidence also suggests a bidirectional relationship: seizures promote tau release, tau promotes seizures, and tau reduction decreases seizure burden.26,38,39,41,42
Human data echo these findings. A large postmortem study demonstrated that ongoing seizures before death were associated with worse AD pathology in AD and increased AD copathology in non-AD dementias.
12
Similarly, Gourmaud et al
39
found worse AD pathology in AD individuals with seizures compared to those without seizures. These findings suggest that
Interestingly, epilepsy accelerates brain aging even in the absence of AD. 45 The implication is disruptive: network hyperexcitability may be a therapeutic target for cognition, not merely for seizures.
So let us now connect the dots: if LOE shows cognitive vulnerability and if hyperexcitability interacts with AD pathology, then epilepsy clinics may contain one of neurology's most actionable windows for early dementia intervention and risk stratification.
Yet we continue to underuse the simplest of biomarkers.
EEG Early and Often: The Simplest Biomarker That We Underuse
We treat blood pressure as a longitudinal biomarker, yet treat EEG like a one-time formality. Epileptiform discharges in LOE and AD are frequently sleep-potentiated. Routine wake EEG can, therefore, miss such activity.29,30,46 This creates a self-fulfilling cycle of undertesting, underdetection, and undertreatment.
The solution is not exotic;
Sleep is not Just a Brain State but a Driver of Comorbidity
Sleep is not a bystander. Individuals with LOE live at the intersection of sleep disruption and hyperexcitability. Sleep fragmentation, obstructive sleep apnea, medication sedation, and circadian disruption can worsen seizures, degrade cognition, increase falls, and amplifies caregiver burden.11,46 Sleep is tightly linked to amyloid, tau, vascular health, and cognition.46,48 Sleep can influence both seizure risk and cognition. A LOE clinic, therefore, needs a sleep pathway that includes screening for sleep disorders, measuring sleep quality, and treating sleep disorders as disease modifiers.
The Vascular Trap: You Can’t Talk About Brain Aging Without Talking About Vessels
Vascular disease is not a confounder; it is a substrate. Hypertension, diabetes, smoking, stroke, and white matter hyperintensities are risk factors for LOE and impact outcomes.20,21 Modifiable cardiovascular risks magnify dementia risk in epilepsy several-fold. 49 If cardiovascular risks amplify the risk of epilepsy and further amplify the risk of dementia in epilepsy, then the epilepsy clinic becomes a critical site for vascular prevention strategy and coordination. This is where interdisciplinary care must be deployed. Epileptologists should not, for example, manage hypertension by themselves, but epilepsy care should integrate vascular risk management as part of a better brain-health strategy.
Polypharmacy: The Invisible Iatrogenic Epidemic in Aging Epilepsy
Older adults rarely arrive with epilepsy alone. They potentially arrive with multiple comorbidities, long medication lists, and a unique risk profile: polypharmacy, drug–drug interactions, renal dosing complexity, sedative burden, and heightened fall risk. 11 Cognitive and gait decline are partly medication-mediated, yet medication review in epilepsy clinics frequently stops at ASM selection. Anticholinergic burden matters, sedating agents accumulate harm over time, and seemingly “benign” adverse effects such as hyponatremia and impaired bone health carry outsized consequences in older adults. Even “stable” regimens may quietly erode cognition, balance, and gait, with cumulative effects that only become apparent once functional decline has started to manifest.
As such, epilepsy care in older adults should routinely assess gait and balance, fall history, bone health, visual and visuospatial function, and real-world functional safety. Medication reconciliation should extend beyond ASMs, ideally in partnership with gerontology and pharmacy teams.
Multimodal Biomarkers: The Biology is Integrated, but Clinics are not
Aging epilepsy increasingly demands multimodal characterization. (1) EEG can provide critical insight into network hyperexcitability, and with particular benefit from sleep recording, to capture sleep-potentiated epileptiform discharges. (2) Neuropsychological assessment clarifies domain-specific vulnerability and real-world functional impact. (3) MRI may reveal hippocampal vulnerability, vascular burden, patterns of cortical atrophy, and white-matter disease that shape both seizure risk and cognitive trajectory. (4) Sleep assessment could identify modifiable drivers. (5) Vascular risk assessment targets prevention. (6) Finally, where clinically relevant and actionable, fluid biomarkers might further refine risk stratification, as amyloid-β, tau, and neurodegeneration constructs (AT[N]) increasingly define AD biologically. 50 Together, these modalities will move LOE care toward a brain-health framework that recognizes epilepsy as a multidimensional disorder unfolding across electrical, structural, cognitive, functional, and molecular domains.
Not every patient needs every test. But the care of each person with LOE should be designed to detect, stage, and respond to comorbidities and disease overlap, not simply suppress seizures.
The Clinical Trial Paradox: Parallel Exclusions, Shared Consequences
Despite established links between epilepsy and AD, AD trials routinely exclude individuals with epilepsy. Excluding these people limits generalizability and prevents understanding how disease-modifying therapies for AD interact with seizure disorders. Also, medications that may be helpful for people with AD and epileptiform activity will not reach the market, as the Phase II trials will not demonstrate benefit. Therefore, AD trials should include people with seizures, incorporate EEG phenotyping (even in subsets), and treat seizures/hyperexcitability as stratification variables rather than automatic exclusions. Similarly, the epilepsy field should prioritize trials of novel ASMs in older persons with cognitive endpoints, functional metrics, safety, and mortality outcomes.
Global Reality Check: Scalability, Equity, and Cultural Validity
The global burden of LOE is rising most quickly in settings where access to neuropsychology, prolonged EEG, advanced imaging, and biomarker testing is more limited. This is where the field must avoid hypocrisy: it cannot call these tests “essential” while proposing tools and workflows that only wealthier health systems can implement. A global-facing agenda should prioritize scalable and culturally validated approaches, contextualized tools and translations, practical EEG strategies such as portable EEG devices that can be applied by nonspecialized ancillary personnel, and interdisciplinary models that can be deployed with telehealth and task-sharing. A pragmatic biomarker framework for aging epilepsy must acknowledge and accommodate variability in access and capacity. The goal is
Tier 1: What Every Epilepsy Clinic Can Do
Structured cognitive screening with domain awareness (it may not just be memory). Depression and anxiety assessment. Sleep screening. Fall risk evaluation. Medication burden review. Cardiovascular risk factor assessment.
These measures alone can identify individuals at high risk for cognitive decline, injury, and loss of independence. Crucially, they shift epilepsy visits from seizure-centric to brain-centric and quality-of-life-centric.
Tier 2: Network Vulnerability Assessment
Here, EEG becomes the workhorse. Targeted EEG, especially with sleep inclusion, can identify subclinical epileptiform activity in those with cognitive fluctuation, unexplained confusion, or late-onset seizures without a clear structural cause. Ambulatory and overnight EEGs are increasingly feasible outside tertiary centers and can be deployed selectively rather than universally. Brain imaging, ideally MRI with attention to vascular burden and medial temporal integrity, should be standard in LOE, not merely to exclude lesions.
If cognitive screening identifies deficits or if individuals develop cognitive difficulties over time, a referral for a comprehensive neuropsychological evaluation is appropriate. If a neurodegenerative disorder is suspected, work closely with a cognitive neurologist for appropriate work-up and treatment strategies.
Tier 3: Neurodegenerative Biomarkers
Fluid biomarkers and PET imaging should be reserved for situations in which results change management, such as counseling about prognosis, eligibility for disease-modifying trials, anticipatory planning, or reframing the etiology.
Biomarker deployment must be realistic. Blood-based biomarkers hold particular promise for scaling neurodegenerative assessment beyond tertiary centers, but only if interpreted within a clinical and electrophysiological framework rather than as stand-alone diagnostics.
Interdisciplinary Care is not Optional
It is high time that aging-epilepsy clinics integrate epileptology, cognitive neurology, neuropsychology, sleep medicine, geriatrics, psychiatry, and social care, with the patient at the center of this multidisciplinary approach (Figure 2). A staged care pathway is feasible and scalable.

Proposed patient-centered interdisciplinary care for epilepsy in older adults.
Where do we go From Here?
LOE is not simply a late-life complication that can be managed pragmatically with ASMs. Seizure control remains essential, but it is not the whole mission.
We argue for 5 shifts (Figure 3):
Using EEG and MRI with sleep-inclusive EEG strategies, wideband EEG, and high-resolution imaging. From siloed clinics to interdisciplinary care (epileptology + cognitive neurology + sleep + geriatrics + neuropsychology + cardiovascular health). from exclusionary trials to real-world-based trials.

Proposed shifts in the care of older adults with epilepsy.
Without these shifts, we will keep failing the fastest-growing epilepsy population.
LOE is not a side plot. It is the main story. The only question is whether we are now willing to place it center stage and make actionable changes to improve the care for those with late-life seizures.
Footnotes
Declaration of Conflicting Interests
The authors declared the following potential conflicts of interest with respect to the research, authorship, and/or publication of this article: The Oxford Epilepsy Research Group, including AS, has received speaker fees/travel reimbursement and honoraria from Angelini Pharma, Eisai, LivaNova, and UCB Pharma. The other authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Funding
The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: IZ received funding from the BAND Foundation, the American Epilepsy Society (Award ID: 1067206), NIH (K23 AG084893), and the Alzheimer's Association (AACSFD-22-974008). FEJ was supported by the National Institutes of Health (NIH), National Institute of Neurological Disorders and Stroke (NINDS): R21NS105437 and R37NS115439, and National Institute on Aging (NIA): R01AG077692. CPL was supported by NIH award R21 AG-086880, a CURE Epilepsy Award, and the New York State Office of Mental Health. AS is a National Institute for Health and Care Research (NIHR) Global Research Professor at the University of Oxford, UK. The Oxford Epilepsy Research Group has received speaker fees/travel reimbursement and honoraria from Angelini Pharma, Eisai, LivaNova, UCB Pharma, and has research funding from Band Foundation, The Oxford Martin School, and NIHR. AR received funding from the NINDS (1K23NS138682-01A1), the Cleveland Clinic Epilepsy Center, the Cleveland Clinic Catalyst Grant, the Neurological Institute Clinician Scientist Research Development Award, the American Epilepsy Society Sergievsky Award for Epilepsy Health Equity and Diversity, and the Burroughs Wellcome Fund. The views represented in this article are those of the authors and not necessarily of their funding organizations.
