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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Neurology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1664-2295</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fneur.2025.1622551</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Systematic Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Risk factors of post-stroke epilepsy among pediatric population: a systematic review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Alqahtani</surname><given-names>Saeed A.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3055076"/>
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<contrib contrib-type="author">
<name><surname>Makke</surname><given-names>Yamane A.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<aff id="aff1"><label>1</label><institution>Department of Neurosurgery, MedStar Georgetown University Hospital</institution>, <city>Washington</city>, <state>DC</state>, <country country="us">United States</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Neurology, Epilepsy Center, George Washington University Hospital</institution>, <city>Washington</city>, <state>DC</state>, <country country="us">United States</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Saeed A. Alqahtani, <email xlink:href="mailto:saeedkanee@gmail.com">saeedkanee@gmail.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-27">
<day>27</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1622551</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>16</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Alqahtani and Makke.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Alqahtani and Makke</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-27">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<p>Epilepsy is a frequent complication observed among stroke survivors. Post-stroke epilepsy (PSE) is defined as the occurrence of at least two unprovoked seizures beyond 2&#x202F;weeks of an acute stroke that are not due to any other identifiable cause. PSE constitutes a significant clinical concern in pediatric stroke patients, adversely affecting both short-term and long-term management outcomes. This systematic review aimed to identify patient-related, stroke-related, and seizure-related risk factors associated with the development of PSE in the pediatric population. We included all clinical studies that compared these variables between pediatric stroke patients who developed PSE and those who did not. Studies reporting potential predictors of PSE among children with stroke were incorporated into the analysis. A total of 16 studies comprising 3,198 patients were included. The pooled risk of PSE was 27.6%, with a 95% confidence interval ranging from 19.8 to 37.2% (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). Statistically significant associations were observed between younger age at stroke onset (OR 0.838; 95% CI 0.796&#x2013;0.883; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001), cortical involvement (OR 3.151; 95% CI 1.132&#x2013;8.772; <italic>p</italic>&#x202F;=&#x202F;0.028), middle cerebral artery involvement (OR 3.541; 95% CI 1.068&#x2013;11.738; <italic>p</italic>&#x202F;=&#x202F;0.039), and increased risk of PSE. Additionally, patients presenting with acute symptomatic seizures (HR 3.924; 95% CI 2.580&#x2013;5.967; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) and those experiencing prolonged acute symptomatic seizures (OR 4.7; 95% CI 2.286&#x2013;9.662; p&#x202F;&#x003C;&#x202F;0.001) demonstrated a higher likelihood of developing PSE. Pediatric patients who are younger at stroke onset and exhibit cortical or middle cerebral artery involvement are at a substantially elevated risk for PSE. Furthermore, the presence of acute symptomatic seizures at stroke onset, particularly when prolonged, markedly increases the probability of subsequent PSE development.</p>
</abstract>
<kwd-group>
<kwd>epilepsy</kwd>
<kwd>pediatrics</kwd>
<kwd>risk</kwd>
<kwd>risk factor</kwd>
<kwd>stroke</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="48"/>
<page-count count="14"/>
<word-count count="7504"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Pediatric Neurology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>Stroke is a debilitating neurological injury associated with significant morbidity and mortality. The prevalence of stroke is more pronounced among the adult population due to the cumulative impact of comorbidities. Pediatric stroke is an acute neurological deficit in children aged 18&#x202F;years or younger, with radiological evidence of cerebral infarction corresponding to the clinical manifestations (<xref ref-type="bibr" rid="ref1">1</xref>). The death rate among children with stroke ranges from 10 to 25%, ranking among the top 10 causes of death in children (<xref ref-type="bibr" rid="ref2 ref3 ref4">2&#x2013;4</xref>). Pediatric stroke is classified into two types, hemorrhagic and ischemic, with an incidence of approximately 1.2 to 13 cases per 100,000 children. Pediatric stroke often results in death or considerable disabilities imposing serious consequences (<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref6">6</xref>). Despite advances in stroke management, the diagnosis of stroke among the pediatric population is usually delayed. Furthermore, there is a lack of knowledge regarding the most effective interventions for pediatric stroke. Therefore, the majority of pediatric stroke survivors experience long-term consequences with a greater loss of disability-free life years compared to adults. Notably, 50&#x2013;85% of pediatric stroke survivors usually experience considerable behavioral problems, language impairment, sensorimotor deficits, and epilepsy (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). The burden of pediatric strokes on the patients and healthcare systems warrants greater attention and further evaluation.</p>
<p>Epilepsy is a common complication among stroke survivors. Post-stroke epilepsy (PSE) is defined as the occurrence of at least two unprovoked seizures beyond 2&#x202F;weeks of an acute stroke that are not due to any other identifiable cause. The incidence of PSE ranges from 4 to 13% among patients with hemorrhagic stroke and from 3 to 7% among patients with ischemic stroke (<xref ref-type="bibr" rid="ref9 ref10 ref11">9&#x2013;11</xref>). The 10-year cumulative incidence of PSE is nearly 30% among childhood stroke survivors (<xref ref-type="bibr" rid="ref12">12</xref>). Importantly, PSE is attributable to the structural changes associated with stroke. This included neuronal loss, subsequent gliosis, and the significant remodeling of the neuronal networks (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref14">14</xref>). In contrast, early or acute symptomatic seizures that occur within a week after stroke are attributed to metabolic dysfunction, abrupt disruption of cerebral integrity, and transient neuro-depolarization (<xref ref-type="bibr" rid="ref15">15</xref>). PSE represents a significant threat in children with stroke and negatively impacts short- and long-term management. Pediatric patients have worse parent-reported health outcomes with substantial cognitive and performance disabilities (<xref ref-type="bibr" rid="ref16">16</xref>). This included retardation in achieving independence, social responsibility, and learning disabilities (<xref ref-type="bibr" rid="ref17">17</xref>).</p>
<p>Pediatric stroke is a rare entity that is often diagnosed with significant delays or misdiagnosed. PSE is associated with a high risk of all-cause mortality and morbidity. With improved survival after stroke, the impact of PSE on the quality of life is a growing area in the literature. Identifying risk factors of PSE is of great importance to improve the management of pediatric patients with stroke (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref18">18</xref>). Several risk factors for PSE have been investigated among stroke survivors. These include stroke severity, lesion size, age at onset, cortical involvement, stroke subtype, and the presence of early seizures. Paradoxically, the findings of previous reports are often contradictory, with most articles focusing on adult populations. In this respect, substantial heterogeneity exists among these studies in terms of recruitment criteria, sampling methods, follow-up protocols, and the characteristics of the population (<xref ref-type="bibr" rid="ref19 ref20 ref21">19&#x2013;21</xref>). Consequently, the present systematic review aimed to identify patient-related, stroke-related, and seizure-related risk factors for epilepsy in the pediatric population following stroke. Understanding these risk factors is essential for improving prognostication and optimizing treatment strategies, thereby enhancing the quality of life for affected children and their families.</p>
</sec>
<sec sec-type="methods" id="sec2">
<title>Methods</title>
<p>This systematic review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines (<xref ref-type="bibr" rid="ref22">22</xref>), and the methodological recommendations of the Cochrane Collaboration (<xref ref-type="bibr" rid="ref23">23</xref>). The study protocol was prospectively registered in the International Prospective Register of Systematic Reviews (PROSPERO) under the registration number CRD42023431824<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref>.</p>
<sec id="sec3">
<title>Data source</title>
<p>A comprehensive systematic literature search was conducted up to 30 May 2023 across the following databases: PubMed, NYAM, Google Scholar, EMBASE, ISI, SIGLE, Scopus, VHL, <ext-link xlink:href="https://ClinicalTrials.gov" ext-link-type="uri">ClinicalTrials.gov</ext-link>, Controlled Trials (RCT), and the WHO International Clinical Trials Registry Platform (ICTRP). No restrictions were applied regarding patients&#x2019; sex, ethnicity, language, publication date, race, or geographical location. The search strategy employed various combinations of the following keywords: <italic>Pediatric</italic>, <italic>Children</italic>, <italic>Neonate</italic>, <italic>Newborn</italic>, <italic>Infant</italic>, <italic>Neonatal</italic>, <italic>Adolescence</italic>, <italic>Stroke</italic>, <italic>Epilepsy</italic>, and <italic>Seizure</italic>. An updated search was executed on 28 April 2025 to ensure the inclusion of the most recent studies. A manual search was also performed to recognize potentially relevant articles that were not indexed in electronic databases. Cross-referencing and citation tracking methods were also employed until no further eligible studies were included.</p>
</sec>
<sec id="sec4">
<title>Eligibility criteria</title>
<p>All clinical studies that compared patient-related, stroke-related, and seizure-related variables between pediatric stroke patients who developed PSE and those who did not were eligible for inclusion. Studies that investigated potential predictors of PSE in the pediatric stroke population were also included. No restrictions were applied regarding patients&#x2019; age, sex, race, or geographic location. However, studies involving pediatric patients with a prior history of epilepsy were excluded. Non-comparative studies, as well as those that did not report potential predictors of PSE, were also excluded. In addition, studies from which data could not be extracted, along with guidelines, review articles, animal studies, case reports, commentaries, letters to the editor, editorials, posters, and book chapters, were excluded from the analysis.</p>
<p>All identified articles were exported into an Excel spreadsheet. Titles, abstracts, and full-texts were screened independently to identify studies that fulfilled the inclusion criteria.</p>
</sec>
<sec id="sec5">
<title>Study definitions</title>
<p>
<list list-type="bullet">
<list-item>
<p>Acute symptomatic seizure: seizures occurring within 7&#x202F;days of stroke onset.</p>
</list-item>
<list-item>
<p>Prolonged symptomatic seizure: seizures occurring beyond 7&#x202F;days after stroke onset.</p>
</list-item>
<list-item>
<p>Post-stroke epilepsy: the occurrence of at least two unprovoked seizures beyond 2&#x202F;weeks of an acute stroke that are not due to any other identifiable cause.</p>
</list-item>
<list-item>
<p>Early seizures: occurring within 7&#x2013;14&#x202F;days of stroke onset.</p>
</list-item>
<list-item>
<p>Neonatal Stroke: Cerebrovascular event occurring in newborns &#x2264;28&#x202F;days old.</p>
</list-item>
<list-item>
<p>Pediatric Stroke: Cerebrovascular event occurring in children 1&#x202F;month to 18&#x202F;years old.</p>
</list-item>
<list-item>
<p>Age at Stroke Onset: The child&#x2019;s age when the stroke actually occurs (the time of the cerebrovascular event). This reflects the biological timing of the insult and is used to assess risk factors associated with stroke susceptibility and outcomes.</p>
</list-item>
<list-item>
<p>Age at Stroke Diagnosis: The child&#x2019;s age when the stroke is clinically recognized and confirmed (by imaging or clinical evaluation). This may be later than onset due to delayed recognition, especially in neonates or infants, and can affect treatment timing and prognosis.</p>
</list-item>
</list>
</p>
</sec>
<sec id="sec6">
<title>Data extraction and quality assessment</title>
<p>The following data were retrieved from the eligible articles; study characteristics (the title of the included study, the second name of the first author, year of publication, study design, study period, and study region), patient demographic characteristics (sample size, age, gender, race, and family history of epilepsy), stroke-related data (type of stroke, site of infarction, laterality, extent, cortical involvement, neurological deficit, early seizure, type of seizures, electroencephalography (EEG), and diagnostic criteria of PSE) and epilepsy-related data (time to epilepsy onset, Epilepsy-related characteristics, and neurological deficit). The quality of the observational studies will be assessed using the National Institute of Health (NIH) quality assessment tool (<xref ref-type="bibr" rid="ref24">24</xref>).</p>
</sec>
<sec id="sec7">
<title>Statistical analysis</title>
<p>The risk of post-stroke epilepsy (PSE) was estimated by calculating the event rate and corresponding 95% confidence intervals (CIs) for each included study, followed by pooling these effect sizes to derive an overall summary proportion with a 95% CI. For dichotomous variables, risk ratios (RRs) or odds ratios (ORs) with 95% CIs were utilized. Additionally, pooled hazard ratios (HRs) or ORs were calculated by aggregating effect sizes from all eligible studies. A fixed-effect model was employed when a common effect size across studies was assumed; otherwise, a random-effects model was applied. Statistical heterogeneity was assessed using Higgins&#x2019; <italic>I</italic><sup>2</sup> statistic, with values exceeding 50% indicating substantial heterogeneity, and the Cochrane <italic>Q</italic> test (Chi<sup>2</sup>), with a significance threshold of <italic>p</italic> &#x003C;&#x202F;0.10 (<xref ref-type="bibr" rid="ref24">24</xref>). In cases of notable heterogeneity, the random-effects model was used to account for variability among studies. Potential publication bias was evaluated through visual inspection of funnel plot asymmetry and Egger&#x2019;s regression test, with <italic>p</italic>&#x202F;&#x003C;&#x202F;0.10 indicating possible bias (<xref ref-type="bibr" rid="ref25">25</xref>). Data analysis was performed using Review Manager version 5.4 and Comprehensive Meta-Analysis (CMA) version 3 software (<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>). A <italic>p</italic>-value &#x003C; 0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="sec8">
<title>Results</title>
<p>A comprehensive search across 12 databases identified 568 articles. Following the removal of 131 duplicates, 437 studies remained for title and abstract screening. Of these, 398 reports were excluded, leaving 39 studies eligible for full-text screening. Subsequently, 23 articles were excluded, resulting in 16 studies eligible for data extraction, of which two were further excluded. An additional article was identified through citation tracking, culminating in 15 articles included in the initial meta-analysis. An updated database search later identified one more article, resulting in 16 articles finally being included for meta-analysis (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>PRISMA flow chart showing the process of the literature search, title, abstract, and full text screening, systematic review, and meta-analysis.</p>
</caption>
<graphic xlink:href="fneur-16-1622551-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart illustrating the systematic review process. It begins with the initial database search, identifying 568 articles and excluding 131 duplicates, resulting in 437 articles for title and abstract screening. After exclusions for various reasons, 39 articles advance to full-text screening, with 16 assessed for data extraction. Finally, 16 articles are included in the systematic review. The update search yields fewer articles, with a similar screening process resulting in one additional inclusion for the systematic review. The process emphasizes the stages of identification, screening, eligibility, and inclusion.</alt-text>
</graphic>
</fig>
<sec id="sec9">
<title>Demographic characteristics of the included studies</title>
<p>The present systematic review and meta-analysis included 16 articles, encompassing 3,198 patients (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref28 ref29 ref30 ref31 ref32 ref33 ref34 ref35 ref36 ref37 ref38 ref39 ref40 ref41 ref42">28&#x2013;42</xref>). Eight of these studies employed a prospective design, while the remaining eight were retrospective. Five studies recruited patients from the United States, and two from Turkey. The mean age of patients with PSE ranged from 1 to 3.6&#x202F;years, whereas among patients without PSE, the range was 1.5 to 9&#x202F;years. The cohort included 1,205 males and 991 females. Ischemic stroke was diagnosed in 422 patients, while 214 patients experienced hemorrhagic stroke. Anterior circulation infarction was documented in 243 patients, compared to 64 patients with posterior circulation involvement (<xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Demographic characteristics of the included studies.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" colspan="2" rowspan="4">Study ID</th>
<th align="left" valign="top" rowspan="4">Study region</th>
<th align="left" valign="top" rowspan="4">Study design</th>
<th align="left" valign="top" rowspan="4">Study period</th>
<th align="center" valign="top" colspan="2" rowspan="2">Sample size</th>
<th align="center" valign="top" colspan="2" rowspan="2">Age (years)</th>
<th align="center" valign="top" colspan="4">Gender</th>
<th align="center" valign="top" colspan="4">Type of stroke</th>
<th align="center" valign="top" colspan="4">Infarction location</th>
</tr>
<tr>
<th align="center" valign="top" colspan="2">Males</th>
<th align="center" valign="top" colspan="2">Females</th>
<th align="center" valign="top" colspan="2">Ischemic</th>
<th align="center" valign="top" colspan="2">Hemorrhagic</th>
<th align="center" valign="top" colspan="2">Anterior circulation</th>
<th align="center" valign="top" colspan="2">Posterior circulation</th>
</tr>
<tr>
<th align="center" valign="top">Epilepsy</th>
<th align="center" valign="top">No-epilepsy</th>
<th align="center" valign="top">Epilepsy</th>
<th align="center" valign="top">No-epilepsy</th>
<th align="center" valign="top">Epilepsy</th>
<th align="center" valign="top">No-epilepsy</th>
<th align="center" valign="top">Epilepsy</th>
<th align="center" valign="top">No-epilepsy</th>
<th align="center" valign="top">Epilepsy</th>
<th align="center" valign="top">No-epilepsy</th>
<th align="center" valign="top">Epilepsy</th>
<th align="center" valign="top">No-epilepsy</th>
<th align="center" valign="top">Epilepsy</th>
<th align="center" valign="top">No-epilepsy</th>
<th align="center" valign="top">Epilepsy</th>
<th align="center" valign="top">No-epilepsy</th>
</tr>
<tr>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Mean&#x202F;&#x00B1;&#x202F;SD</th>
<th align="center" valign="top">Mean&#x202F;&#x00B1;&#x202F;SD</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">1</td>
<td align="left" valign="bottom">Billinghurst et al. (2017) (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
<td align="left" valign="bottom">USA</td>
<td align="left" valign="bottom">Retrospective</td>
<td align="left" valign="bottom">January 1, 2006, and October 31, 2014</td>
<td align="center" valign="middle">32</td>
<td align="center" valign="middle">218</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle" colspan="2">140</td>
<td align="center" valign="middle" colspan="2">78</td>
<td align="center" valign="middle" colspan="2">218</td>
<td align="center" valign="middle" colspan="2">0</td>
<td align="center" valign="middle" colspan="2">154</td>
<td align="center" valign="middle" colspan="2">45</td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="left" valign="bottom">Breitweg et al. (2016) (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="left" valign="bottom">Germany</td>
<td align="left" valign="bottom">Retrospective</td>
<td align="left" valign="bottom">1986 to 2003</td>
<td align="center" valign="middle">22</td>
<td align="center" valign="middle">72</td>
<td align="center" valign="middle">40.5&#x202F;months</td>
<td align="center" valign="middle">108&#x202F;months</td>
<td align="center" valign="middle">15</td>
<td align="center" valign="middle">36</td>
<td align="center" valign="middle">10</td>
<td align="center" valign="middle">32</td>
<td align="center" valign="middle">12</td>
<td align="center" valign="middle">36</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">32</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="left" valign="bottom">Chadehumbe et al. (2009) (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="left" valign="bottom">USA</td>
<td align="left" valign="bottom">Prospective</td>
<td align="left" valign="bottom">July 1, 1993 to 1999</td>
<td align="center" valign="middle">18</td>
<td align="center" valign="middle">31</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">11</td>
<td align="center" valign="middle">22</td>
<td align="center" valign="middle" colspan="2">NR</td>
<td align="center" valign="middle" colspan="2">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
</tr>
<tr>
<td align="left" valign="top">4</td>
<td align="left" valign="bottom">Fox et al. (2013) (<xref ref-type="bibr" rid="ref12">12</xref>)</td>
<td align="left" valign="bottom">USA</td>
<td align="left" valign="bottom">Retrospective</td>
<td align="left" valign="bottom">January 1993&#x2013; December 2007</td>
<td align="center" valign="middle">40</td>
<td align="center" valign="middle">305</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle" colspan="2">140</td>
<td align="center" valign="middle" colspan="2">165</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
</tr>
<tr>
<td align="left" valign="top">5</td>
<td align="left" valign="bottom">Fox et al. (2016) (<xref ref-type="bibr" rid="ref31">31</xref>)</td>
<td align="left" valign="bottom">USA</td>
<td align="left" valign="bottom">Retrospective</td>
<td align="left" valign="bottom">1993&#x2013;2007</td>
<td align="center" valign="middle">24</td>
<td align="center" valign="middle">87</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle" colspan="2">49</td>
<td align="center" valign="middle" colspan="2">38</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle" colspan="2">1</td>
<td align="center" valign="middle" colspan="2">6</td>
</tr>
<tr>
<td align="left" valign="top">6</td>
<td align="left" valign="bottom">Fox et al., 2017 (<xref ref-type="bibr" rid="ref32">32</xref>)</td>
<td align="left" valign="bottom">Multicenter</td>
<td align="left" valign="bottom">Prospective</td>
<td align="left" valign="bottom">March 2011&#x2013;August 2012</td>
<td align="center" valign="middle">11</td>
<td align="center" valign="middle">109</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle" colspan="2">66</td>
<td align="center" valign="middle" colspan="2">48</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
</tr>
<tr>
<td align="left" valign="top">7</td>
<td align="left" valign="bottom">Hsu et al. (2014) (<xref ref-type="bibr" rid="ref33">33</xref>)</td>
<td align="left" valign="bottom">Taiwan</td>
<td align="left" valign="bottom">Prospective</td>
<td align="left" valign="bottom">NR</td>
<td align="center" valign="middle">17</td>
<td align="center" valign="middle">78</td>
<td align="center" valign="middle">3.6&#x202F;&#x00B1;&#x202F;5.6</td>
<td align="center" valign="middle">8.7&#x202F;&#x00B1;&#x202F;5.9</td>
<td align="center" valign="middle" colspan="2">35</td>
<td align="center" valign="middle" colspan="2">38</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
</tr>
<tr>
<td align="left" valign="top">8</td>
<td align="left" valign="bottom">Incecik et al. (2017) (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="left" valign="bottom">Turkey</td>
<td align="left" valign="bottom">Retrospective</td>
<td align="left" valign="bottom">January 2004 and January 2014</td>
<td align="center" valign="middle">17</td>
<td align="center" valign="middle">39</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">6</td>
<td align="center" valign="middle">12</td>
<td align="center" valign="middle">11</td>
<td align="center" valign="middle">10</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
</tr>
<tr>
<td align="left" valign="top">9</td>
<td align="left" valign="bottom">Kopyta et al. (2015) (<xref ref-type="bibr" rid="ref35">35</xref>)</td>
<td align="left" valign="bottom">Poland</td>
<td align="left" valign="bottom">Prospective</td>
<td align="left" valign="bottom">2002 and 2012</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">65</td>
<td align="center" valign="middle">2:9&#x202F;&#x00B1;&#x202F;2:4</td>
<td align="center" valign="middle">9&#x202F;&#x00B1;&#x202F;5.5</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">35</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">23</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">36</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">7</td>
</tr>
<tr>
<td align="left" valign="top">10</td>
<td align="left" valign="bottom">Lopez-Espejo et al. (2024) (<xref ref-type="bibr" rid="ref42">42</xref>)</td>
<td align="left" valign="bottom">Chile</td>
<td align="left" valign="bottom">Retrospective</td>
<td align="left" valign="bottom">2003 to 2019</td>
<td align="center" valign="middle">68</td>
<td align="center" valign="middle">48</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">37</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">31</td>
<td align="center" valign="middle">NR</td>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="middle">47</td>
<td/>
<td align="center" valign="middle">6</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">11</td>
<td align="left" valign="bottom">Lvova et al. (2016) (<xref ref-type="bibr" rid="ref37">37</xref>)</td>
<td align="left" valign="bottom">Russia</td>
<td align="left" valign="bottom">Prospective</td>
<td align="left" valign="bottom">NR</td>
<td align="center" valign="middle">22</td>
<td align="center" valign="middle">136</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
</tr>
<tr>
<td align="left" valign="top">12</td>
<td align="left" valign="top">L&#x00F3;pez-Espejo et al. (2018) (<xref ref-type="bibr" rid="ref36">36</xref>)</td>
<td align="left" valign="top">Chile</td>
<td align="left" valign="top">Prospective</td>
<td align="left" valign="top">January 2003 and July 2013</td>
<td align="center" valign="top">40</td>
<td align="center" valign="top">72</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top" colspan="2">60</td>
<td align="center" valign="top" colspan="2">38</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
</tr>
<tr>
<td align="left" valign="top">13</td>
<td align="left" valign="top">Mineyko et al. (2020) (<xref ref-type="bibr" rid="ref38">38</xref>)</td>
<td align="left" valign="top">Canada and USA</td>
<td align="left" valign="top">Prospective</td>
<td align="left" valign="top">NR</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">24</td>
<td align="center" valign="top">1.0(0.4&#x2013;12.8)&#x002A;</td>
<td align="center" valign="top">1.5(0.1&#x2013;4.6)&#x002A;</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">14</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
</tr>
<tr>
<td align="left" valign="top">14</td>
<td align="left" valign="top">Polat et al. (2021) (<xref ref-type="bibr" rid="ref39">39</xref>)</td>
<td align="left" valign="top">Turkey</td>
<td align="left" valign="top">Retrospective</td>
<td align="left" valign="top">2012 and 2016</td>
<td align="center" valign="top">36</td>
<td align="center" valign="top">51</td>
<td align="center" valign="top">3.1&#x202F;&#x00B1;&#x202F;4.6</td>
<td align="center" valign="top">2.8&#x202F;&#x00B1;&#x202F;4.0</td>
<td align="center" valign="top">24</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">12</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
</tr>
<tr>
<td align="left" valign="top">15</td>
<td align="left" valign="top">Sundelin et al. (2021) (<xref ref-type="bibr" rid="ref40">40</xref>)</td>
<td align="left" valign="top">Sweden</td>
<td align="left" valign="top">Prospective</td>
<td align="left" valign="top">1969 to 2016</td>
<td align="center" valign="top">219</td>
<td align="center" valign="top">1,220</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top" colspan="2">643</td>
<td align="center" valign="top" colspan="2">577</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
</tr>
<tr>
<td align="left" valign="top">16</td>
<td align="left" valign="top">Suppiej et al. (2016) (<xref ref-type="bibr" rid="ref41">41</xref>)</td>
<td align="left" valign="top">Italy</td>
<td align="left" valign="top">Retrospective</td>
<td align="left" valign="top">January 1990 to 30th June 2010</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">55</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>SD, standard deviation, &#x002A;Data reported using median and range.</p>
</table-wrap-foot>
</table-wrap>
<p>Early seizures were observed in 222 patients with PSE and 37 patients without PSE. Among those with PSE, 14 experienced generalized seizures, and 15 had focal seizures. Cortical involvement was reported in 99 patients with PSE and 38 patients without PSE. The mean follow-up duration ranged from 12.3&#x202F;months to 8.7&#x202F;years. The quality of the included observational articles was assessed as good according to NIH quality assessment tool (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Characteristics of patients with post-stroke epilepsy and quality assessment.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" colspan="2" rowspan="4">Study ID</th>
<th align="center" valign="top" colspan="2" rowspan="2">Early seizures</th>
<th align="center" valign="top" colspan="4">Types of seizures</th>
<th align="center" valign="top" colspan="4">EEG findings</th>
<th align="center" valign="top" rowspan="4">Follow-up period</th>
<th align="center" valign="top" colspan="2" rowspan="3">Quality assessment</th>
</tr>
<tr>
<th align="center" valign="top" colspan="2">Generalized</th>
<th align="center" valign="top" colspan="2">Focal</th>
<th align="center" valign="top" colspan="2">Cortical Involvement</th>
<th align="center" valign="top" colspan="2">Neurological Deficit</th>
</tr>
<tr>
<th align="center" valign="top">Epilepsy</th>
<th align="center" valign="top">No-epilepsy</th>
<th align="center" valign="top">Epilepsy</th>
<th align="center" valign="top">No-epilepsy</th>
<th align="center" valign="top">Epilepsy</th>
<th align="center" valign="top">No-epilepsy</th>
<th align="center" valign="top">Epilepsy</th>
<th align="center" valign="top">No-epilepsy</th>
<th align="center" valign="top">Epilepsy</th>
<th align="center" valign="top">No-epilepsy</th>
</tr>
<tr>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">%</th>
<th align="center" valign="top">Decision</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">1</td>
<td align="left" valign="bottom">Billinghurst et al. (2017) (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">34 (16.3&#x2013;61.2) Months</td>
<td align="center" valign="middle">75%</td>
<td align="center" valign="middle">Good</td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="left" valign="bottom">Breitweg et al. (2016) (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="center" valign="middle">15</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">8</td>
<td align="center" valign="middle">16</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">2&#x202F;Years</td>
<td align="center" valign="middle">75%</td>
<td align="center" valign="middle">Good</td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="left" valign="bottom">Chadehumbe et al. (2009) (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">4.1&#x202F;years (IQR 1.8&#x2013;6.8)</td>
<td align="center" valign="middle">66.66%</td>
<td align="center" valign="middle">Good</td>
</tr>
<tr>
<td align="left" valign="top">4</td>
<td align="left" valign="bottom">Fox et al. (2013) (<xref ref-type="bibr" rid="ref12">12</xref>)</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">7.1 (3.2&#x2013;10)</td>
<td align="center" valign="middle">75%</td>
<td align="center" valign="middle">Good</td>
</tr>
<tr>
<td align="left" valign="top">5</td>
<td align="left" valign="bottom">Fox et al. (2016) (<xref ref-type="bibr" rid="ref31">31</xref>)</td>
<td align="center" valign="middle">58</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">12.3&#x202F;months (IQR 11.6&#x2013;13)</td>
<td align="center" valign="middle">75%</td>
<td align="center" valign="middle">Good</td>
</tr>
<tr>
<td align="left" valign="top">6</td>
<td align="left" valign="bottom">Fox et al. (2017) (<xref ref-type="bibr" rid="ref32">32</xref>)</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">53.7&#x202F;&#x00B1;&#x202F;48.8&#x202F;months (range, 1&#x2013;191&#x202F;months)</td>
<td align="center" valign="middle">66.66%</td>
<td align="center" valign="middle">Good</td>
</tr>
<tr>
<td align="left" valign="top">7</td>
<td align="left" valign="bottom">Hsu et al. (2014) (<xref ref-type="bibr" rid="ref33">33</xref>)</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">19</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">8</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">10</td>
<td align="center" valign="middle">15</td>
<td align="center" valign="middle">22</td>
<td align="center" valign="middle">2&#x202F;years.</td>
<td align="center" valign="middle">66.66%</td>
<td align="center" valign="middle">Good</td>
</tr>
<tr>
<td align="left" valign="top">8</td>
<td align="left" valign="bottom">Incecik et al. (2017) (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">66.66%</td>
<td align="center" valign="middle">Good</td>
</tr>
<tr>
<td align="left" valign="top">9</td>
<td align="left" valign="bottom">Kopyta et al. (2015) (<xref ref-type="bibr" rid="ref35">35</xref>)</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">10</td>
<td align="center" valign="middle">18</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">75%</td>
<td align="center" valign="middle">Good</td>
</tr>
<tr>
<td align="left" valign="top">10</td>
<td align="left" valign="bottom">Lvova et al. (2016) (<xref ref-type="bibr" rid="ref37">37</xref>)</td>
<td align="center" valign="middle">52</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">3&#x202F;years</td>
<td align="center" valign="middle">66.66%</td>
<td align="center" valign="middle">Good</td>
</tr>
<tr>
<td align="left" valign="top">11</td>
<td align="left" valign="bottom">L&#x00F3;pez-Espejo et al. (2018) (<xref ref-type="bibr" rid="ref36">36</xref>)</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">75%</td>
<td align="center" valign="middle">Good</td>
</tr>
<tr>
<td align="left" valign="top">12</td>
<td align="left" valign="bottom">Lopez-Espejo et al. (2024) (<xref ref-type="bibr" rid="ref42">42</xref>)</td>
<td align="center" valign="middle">55</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="middle">50</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="middle">23.7&#x202F;&#x00B1;&#x202F;14.8&#x202F;Months</td>
<td align="center" valign="middle">75%</td>
<td align="center" valign="middle">Good</td>
</tr>
<tr>
<td align="left" valign="top">13</td>
<td align="left" valign="bottom">Mineyko et al. (2020) (<xref ref-type="bibr" rid="ref38">38</xref>)</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">66.66%</td>
<td align="center" valign="middle">Good</td>
</tr>
<tr>
<td align="left" valign="top">14</td>
<td align="left" valign="bottom">Polat et al. (2021) (<xref ref-type="bibr" rid="ref39">39</xref>)</td>
<td align="center" valign="middle">33</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">28</td>
<td align="center" valign="middle">12</td>
<td align="center" valign="middle">27</td>
<td align="center" valign="middle">10</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">75%</td>
<td align="center" valign="middle">Good</td>
</tr>
<tr>
<td align="left" valign="top">15</td>
<td align="left" valign="bottom">Sundelin et al. (2021) (<xref ref-type="bibr" rid="ref40">40</xref>)</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">NR</td>
<td align="center" valign="middle">8.7&#x202F;years</td>
<td align="center" valign="middle">75%</td>
<td align="center" valign="top">Good</td>
</tr>
<tr>
<td align="left" valign="top">16</td>
<td align="left" valign="top">Suppiej et al. (2016) (<xref ref-type="bibr" rid="ref41">41</xref>)</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">NR</td>
<td align="center" valign="top">8&#x202F;years</td>
<td align="center" valign="top">66.66%</td>
<td align="center" valign="top">Good</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>IQR, interquartile range.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec10">
<title>The risk of post-stroke epilepsy</title>
<p>Sixteen articles included 3,198 patients with stroke (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref28 ref29 ref30 ref31 ref32 ref33 ref34 ref35 ref36 ref37 ref38 ref39 ref40 ref41 ref42">28&#x2013;42</xref>). Of them, 588 patients developed PSE. Pooling the data in the random-effects model (<italic>I</italic><sup>2</sup> =&#x202F;93.7%, <italic>p</italic> &#x003C;&#x202F;0.001), revealed a risk of PSE of 27.6%, ranging from 19.8 to 37.2% (<italic>p</italic> &#x003C;&#x202F;0.001). There was no evidence of publication bias based on the symmetrical distribution of studies along the middle line of the funnel plot and based on Egger&#x2019;s regression test (Intercept&#x202F;=&#x202F;2.53, <italic>p</italic> =&#x202F;0.14) (<xref ref-type="fig" rid="fig2">Figure 2A</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Forest plot of summary analysis of the <bold>(A)</bold> event rate and 95% CI of the risk of post-stroke epilepsy. <bold>(B)</bold> Odds ratio and 95% CI of the association between male gender and post-stroke epilepsy. <bold>(C)</bold> Hazard ratio and 95% CI of the association between the age at stroke onset and post-stroke epilepsy. <bold>(D)</bold> Hazard ratio and 95% CI of the association between the age at stroke diagnosis and post-stroke epilepsy. <bold>(E)</bold> Hazard ratio and 95% CI of the association between younger age at stroke onset and post-stroke epilepsy. Size of the black squares is proportional to the statistical weight of each trial. The gray diamond represents the pooled point estimate. The positioning of both diamonds and squares (along with 95% CIs) beyond the vertical line (unit value) suggests a significant outcome (IV, inverse variance).</p>
</caption>
<graphic xlink:href="fneur-16-1622551-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Panel A displays a forest plot of event rates with confidence intervals for various studies comparing no-epilepsy and epilepsy. Panel B shows odds ratios with confidence intervals for selected studies. Panel C presents odds ratios for different studies with another forest plot. Panel D contains hazard ratios and confidence intervals in a forest plot for specific studies. Panel E features hazard ratios for various studies, shown with a forest plot. Statistical data includes event rates, odds ratios, hazard ratios, confidence intervals, Z-values, and p-values for each study across all panels.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="sec11">
<title>Factors associated with post-stroke epilepsy</title>
<sec id="sec12">
<title>Patient-related factors</title>
<sec id="sec13">
<title>Male gender</title>
<p>Four studies (<xref ref-type="bibr" rid="ref32">32</xref>, <xref ref-type="bibr" rid="ref35">35</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref41">41</xref>)reported the association between male gender and PSE. There was no significant association between both variables (OR 1.091; 95% 0.524, 2.269; <italic>p</italic> =&#x202F;0.816) in the random-effects model (<italic>I</italic><sup>2</sup> =&#x202F;19.5%, <italic>p</italic> =&#x202F;0.292) (<xref ref-type="fig" rid="fig2">Figure 2B</xref>).</p>
</sec>
<sec id="sec14">
<title>Age at stroke onset</title>
<p>Three articles reported the association between the age at stroke onset and the risk of PSE (<xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref35">35</xref>, <xref ref-type="bibr" rid="ref40">40</xref>). There was a statistically significant association between the age at stroke onset and the risk of PSE with an odds ratio of 0.838 and 95%CI ranging from 0.796 to 0.883 (<italic>p</italic> &#x003C;&#x202F;0.001), in the random-effects model (<italic>I</italic><sup>2</sup> =&#x202F;0%, <italic>p</italic> =&#x202F;0.4) (<xref ref-type="fig" rid="fig2">Figure 2C</xref>).</p>
</sec>
</sec>
<sec id="sec15">
<title>Stroke-related factors</title>
<sec id="sec16">
<title>Age at stroke diagnosis</title>
<p>Three articles evaluated the association between age at stroke diagnosis and the risk of PSE (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref36">36</xref>). In the random-effects model (<italic>I</italic><sup>2</sup> =&#x202F;0%, <italic>p</italic> =&#x202F;0.687), there was no increase in the risk of PSE with age at stroke diagnosis (HR 3.389; 95% 0.231, 49.768; <italic>p</italic> =&#x202F;0.816) (<xref ref-type="fig" rid="fig2">Figure 2D</xref>).</p>
</sec>
<sec id="sec17">
<title>Younger age at stroke onset</title>
<p>Four studies assessed the association between younger age at stroke onset and PSE (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref42">42</xref>). There was a statistically significant association between the two variables in the random-effects model (<italic>I</italic><sup>2</sup> =&#x202F;79%, <italic>p</italic> &#x003C;&#x202F;0.001), with an HR of 0.938 (95% 0.899, 0.977; <italic>p</italic> =&#x202F;0.002) (<xref ref-type="fig" rid="fig2">Figure 2E</xref>).</p>
</sec>
<sec id="sec18">
<title>Neonatal arterial stroke</title>
<p>The association between neonatal arterial strokes and the risk of PSE was evaluated within three articles (<xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref42">42</xref>). Pooling the effect sizes (HR) in the random-effects model (<italic>I</italic><sup>2</sup> =&#x202F;98.68%, <italic>p</italic> &#x003C;&#x202F;0.001) revealed no statistically significant association between the two variables (HR 3.311; 95% 0.254, 43.173; <italic>p</italic> =&#x202F;0.360) (<xref ref-type="fig" rid="fig3">Figure 3A</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Forest plot of summary analysis of the <bold>(A)</bold> hazard ratio and 95% CI of the association between neonatal arterial stroke and post-stroke epilepsy. <bold>(B)</bold> Hazard ratio and 95% CI of the association between presumed perinatal arterial ischemic stroke and post-stroke epilepsy. <bold>(C)</bold> Odds ratio and 95% CI of the association between acute infection and post-stroke epilepsy. <bold>(D)</bold> The risk ratio and 95% CI of the association between hemorrhagic stroke and post-stroke epilepsy. <bold>(E)</bold> The risk ratio and 95% CI of the association between ischemic stroke and post-stroke epilepsy. <bold>(F)</bold> Odds ratio and 95% CI of the association between cortical involvement and post-stroke epilepsy. Size of the black or blue squares is proportional to the statistical weight of each trial. The gray diamond represents the pooled point estimate. The positioning of both diamonds and squares (along with 95% CIs) beyond the vertical line (unit value) suggests a significant outcome (IV, inverse variance).</p>
</caption>
<graphic xlink:href="fneur-16-1622551-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Charts A to F display the statistics for various studies, each with a list of studies, hazard, odds, or risk ratios, confidence intervals, Z-values, and p-values. Each chart features a forest plot indicating the measure of association for epilepsy. Studies are grouped by type of ratio, and each plot illustrates the comparison between no epilepsy and epilepsy with confidence intervals represented by horizontal lines. Each chart supports specific statistical analysis as labeled.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec19">
<title>Presumed perinatal arterial ischemic stroke</title>
<p>The risk of PSE among patients with presumed perinatal arterial ischemic stroke was revealed within two studies (<xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref40">40</xref>). There was no statistically significant association between the presumed perinatal arterial ischemic stroke and PSE with an HR of 8.343 (95% 0.845, 82.395; <italic>p</italic> =&#x202F;0.069) in the random-effects model (<italic>I</italic><sup>2</sup> =&#x202F;95.9%, <italic>p</italic> &#x003C;&#x202F;0.001) (<xref ref-type="fig" rid="fig3">Figure 3B</xref>).</p>
</sec>
<sec id="sec20">
<title>Acute infection</title>
<p>Three articles reported the association between acute infection and PSE (<xref ref-type="bibr" rid="ref35">35</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref38">38</xref>). In the random-effects model (<italic>I</italic><sup>2</sup> =&#x202F;0%, <italic>p</italic> =&#x202F;0.847), there was no increase in the risk of PSE with acute infection at the stroke onset (OR 1.66; 95% 0.672, 1.102; <italic>p</italic> =&#x202F;0.271) (<xref ref-type="fig" rid="fig3">Figure 3C</xref>).</p>
</sec>
<sec id="sec21">
<title>Types of stroke</title>
<p>Three articles reported the risk of PSE after hemorrhagic stroke (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref38">38</xref>). There was no statistically significant higher risk of PSE among patients with hemorrhagic stroke (<italic>p</italic> =&#x202F;0.553) with a RR of 1.123 and 95% CI ranging from 0.766 to 1.646, in the random-effects model (<italic>I</italic><sup>2</sup> =&#x202F;0%, <italic>p</italic> =&#x202F;0.498). Two articles evaluated the risk of PSE after ischemic stroke (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref38">38</xref>). There was no statistically significant impact of ischemic stroke on the risk of PSE (RR 0.758; 95% 0.405, 1.418; <italic>p</italic> =&#x202F;0.386) in the random-effects model (<italic>I</italic><sup>2</sup> =&#x202F;27.7%, <italic>p</italic> =&#x202F;0.23) (<xref ref-type="fig" rid="fig3">Figures 3D</xref>,<xref ref-type="fig" rid="fig3">E</xref>).</p>
</sec>
<sec id="sec22">
<title>Cortical involvement</title>
<p>Four articles evaluated the association between cortical involvement and the risk of PSE (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref32">32</xref>, <xref ref-type="bibr" rid="ref34">34</xref>, <xref ref-type="bibr" rid="ref39">39</xref>). Patients with cortical involvement were 3.151 times more vulnerable to developing PSE, in contrast to patients with cortical involvement (OR 3.151; 95% 1.132, 8.772; <italic>p</italic> =&#x202F;0.028) in the random-effects model (<italic>I</italic><sup>2</sup> =&#x202F;49.49%, <italic>p</italic> =&#x202F;0.11) (<xref ref-type="fig" rid="fig3">Figure 3F</xref>).</p>
</sec>
<sec id="sec23">
<title>Central nervous system (CNS) arteriopathy</title>
<p>The association between CNS arteriopathy and PSE risk was evaluated in three articles (<xref ref-type="bibr" rid="ref35">35</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref42">42</xref>). There was no statistically significant higher risk of PSE with CNS arteriopathy with an HR of 1.845 and 95% CI ranged from 0.843 to 4.041 with a <italic>P</italic>-value of 0.126 with significant heterogeneity between the included studies (<italic>I</italic><sup>2</sup> =&#x202F;63.09%, <italic>p</italic> =&#x202F;0.067) (<xref ref-type="fig" rid="fig4">Figure 4A</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Forest plot of summary analysis of the <bold>(A)</bold> hazard ratio and 95% CI of the association between central nervous system arteriopathy and post-stroke epilepsy. <bold>(B)</bold> Odds ratio and 95% CI of the association between middle cerebral artery involvement and post-stroke epilepsy. <bold>(C)</bold> The risk ratio and 95% CI of the association between neurological deficit and post-stroke epilepsy. <bold>(D)</bold> The odds ratio and 95% CI of the association between abnormal EEG findings and post-stroke epilepsy. <bold>(E)</bold> the risk ratio and 95% CI of the association between early seizures and post-stroke epilepsy. Size of the black or blue squares is proportional to the statistical weight of each trial. The gray diamond represents the pooled point estimate. The positioning of both diamonds and squares (along with 95% CIs) beyond the vertical line (unit value) suggests a significant outcome (IV, inverse variance).</p>
</caption>
<graphic xlink:href="fneur-16-1622551-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Five panels labeled A to E present study statistics in tables and accompanying forest plots. Panel A shows hazard ratios from three studies, highlighting the range of values from lower to upper limits and p-values.Panel B covers odds ratios across three studies with similar statistical details.Panel C provides risk ratios for two studies, each with corresponding limits and p-values.Panel D includes odds ratios for two studies, detailing statistical limits and significance.Panel E presents risk ratios from four studies, outlining statistical measures and significance.Each panel features corresponding forest plots depicting data visually.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec24">
<title>Middle cerebral artery involvement</title>
<p>Three articles determined the risk of PSE among patients with middle cerebral artery involvement (<xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref32">32</xref>, <xref ref-type="bibr" rid="ref41">41</xref>). Pooling the data in the random-effects model (<italic>I</italic><sup>2</sup> =&#x202F;49.49%, <italic>p</italic> =&#x202F;0.11) revealed a 3.541 times higher risk of PSE among patients with middle cerebral artery involvement (OR 3.541; 95% 1.068, 11.738; <italic>p</italic> =&#x202F;0.039) (<xref ref-type="fig" rid="fig4">Figure 4B</xref>).</p>
</sec>
<sec id="sec25">
<title>Neurological deficit</title>
<p>The risk of PSE associated with neurological deficit at the time of stroke was assessed within two articles (<xref ref-type="bibr" rid="ref34">34</xref>, <xref ref-type="bibr" rid="ref39">39</xref>). Meta-analysis revealed no statistically significant association between neurological deficit and PSE (RR 0.931; 95% 0.761, 1.139; <italic>p</italic> =&#x202F;0.488) with substantial heterogeneity between the included studies (<italic>I</italic><sup>2</sup> =&#x202F;12.7%, <italic>p</italic> =&#x202F;0.28) (<xref ref-type="fig" rid="fig4">Figure 4C</xref>).</p>
</sec>
<sec id="sec26">
<title>Abnormal EEG findings</title>
<p>Two articles evaluated the association between abnormal EEG findings and the risk of PSE (<xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref34">34</xref>). In the random-effects model (<italic>I</italic><sup>2</sup> =&#x202F;54.6%, <italic>p</italic> =&#x202F;0.13), there was no increase in the risk of PSE with acute infection at the stroke time (OR 3.037; 95% 0.473, 19.482; <italic>p</italic> =&#x202F;0.241) (<xref ref-type="fig" rid="fig4">Figure 4D</xref>).</p>
</sec>
</sec>
<sec id="sec27">
<title>Seizure-related variables</title>
<sec id="sec28">
<title>Timing of seizures</title>
<p>The risk of PSE among patients with early seizures was evaluated within four articles (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref34">34</xref>, <xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref39">39</xref>). No statistically significant association was identified between early seizures and post-stroke epilepsy (PSE), with a relative risk (RR) of 3.062 and a 95% confidence interval (CI) ranging from 0.364 to 25.722 (<italic>p</italic> =&#x202F;0.303). Notably, significant heterogeneity was observed among the included studies (<italic>I</italic><sup>2</sup> =&#x202F;95.8%, <italic>p</italic> &#x003C;&#x202F;0.001) (<xref ref-type="fig" rid="fig4">Figure 4E</xref>).</p>
<p>Four articles examined the association between acute symptomatic seizures and PSE (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref42">42</xref>). Patients with acute symptomatic seizures were at 3.924 times higher risk of developing PSE (HR 3.924; 95% 2.580, 5.967; <italic>p</italic> &#x003C;&#x202F;0.001) without significant heterogeneity between the included studies (<italic>I</italic><sup>2</sup> =&#x202F;0%, <italic>p</italic> =&#x202F;0.6) (<xref ref-type="fig" rid="fig5">Figure 5A</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Forest plot of summary analysis of the <bold>(A)</bold> the risk ratio and 95% CI of the association between acute symptomatic seizures and post-stroke epilepsy. <bold>(B)</bold> Odds ratio and 95% CI of the association between duration of acute symptomatic seizures and post-stroke epilepsy. <bold>(C)</bold> The risk ratio and 95% CI of the association between generalized seizures and post-stroke epilepsy. <bold>(D)</bold> The risk ratio and 95% CI of the association between focal seizures and post-stroke epilepsy. Size of the black or blue squares is proportional to the statistical weight of each trial. The gray diamond represents the pooled point estimate. The positioning of both diamonds and squares (along with 95% CIs) beyond the vertical line (unit value) suggests a significant outcome (IV&#x202F;=&#x202F;inverse variance).</p>
</caption>
<graphic xlink:href="fneur-16-1622551-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Four forest plots labeled A, B, C, and D, each with a table on the left and a graph on the right. Each table lists study names with statistics such as hazard ratios, risk ratios, or odds ratios along with confidence intervals, Z-values, and p-values. The associated graphs visually represent these data with horizontal lines showing the confidence intervals and boxes indicating the study estimates on a logarithmic scale. Panel A and B display hazard ratios, C shows risk ratios, and D presents odds ratios, with axes labeled from no epilepsy to epilepsy.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec29">
<title>Duration of acute seizures</title>
<p>The association between the duration of acute symptomatic seizures and PSE risk was evaluated in two articles (<xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref32">32</xref>). Patients with prolonged duration of acute symptomatic seizures were 4.7 times more at higher risk of developing PSE (OR 4.7; 95% 2.286, 9.662; <italic>p</italic> &#x003C;&#x202F;0.001) without significant heterogeneity between the included studies (<italic>I</italic><sup>2</sup> =&#x202F;0%, <italic>p</italic> =&#x202F;1) (<xref ref-type="fig" rid="fig5">Figure 5B</xref>).</p>
</sec>
<sec id="sec30">
<title>Type of seizures</title>
<p>Two articles evaluated the risk of PSE among patients with generalized or focal seizures at the stroke presentation (<xref ref-type="bibr" rid="ref34">34</xref>, <xref ref-type="bibr" rid="ref37">37</xref>). There was no statistically significant higher risk of PSE among patients with generalized seizures (RR 1.445; 95% 0.336, 6.211; <italic>p</italic> =&#x202F;0.621) and focal seizures (RR 1.692; 95% 0.587, 4.872; <italic>p</italic> =&#x202F;0.330) (<xref ref-type="fig" rid="fig5">Figures 5C</xref>,<xref ref-type="fig" rid="fig5">D</xref>).</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="sec31">
<title>Discussion</title>
<p>The development of PSE is a debilitating consequence of stroke. The incidence of PSE among the pediatric population remains inadequately identified, with various estimations. Subsequently, predictors of PSE among the pediatric population have not been comprehensively investigated, and there are contradictory findings from previously published studies (<xref ref-type="bibr" rid="ref43">43</xref>). The management and prognostication of PSE remain a challenge in the literature (<xref ref-type="bibr" rid="ref21">21</xref>). The present systematic review highlighted the significant risk of PSE among pediatric stroke survivors. This risk was determined in approximately one of every three patients after a stroke. Patients younger at stroke onset, those with cortical involvement, or those with middle cerebral artery involvement at the time of stroke were at higher risk of PSE. Subsequently, patients with acute or prolonged seizures were at higher risk of PSE. Neither the type of stroke nor the presence of neurological deficits was associated with a significantly higher risk of PSE. These findings highlighted the urgent need to establish guidelines for diagnosing and treating pediatric patients at higher risk of PSE early and effectively. This systematic review revealed the significant risk of PSE among pediatric patients with stroke. The higher risk of PSE reflects the severity of stroke, conferring a considerable risk of long-term morbidities and mortality (<xref ref-type="bibr" rid="ref44">44</xref>). Rattani et al. (<xref ref-type="bibr" rid="ref45">45</xref>) reported a risk of PSE of 27.2% among perinatal arterial ischemic stroke survivors with an average duration of approximately 10 years since stroke onset. In parallel with these findings, Ren et al. (<xref ref-type="bibr" rid="ref18">18</xref>) reported a significant association between PSE and all-cause mortality, suggesting the independent impact of PSE on death after stroke. Phan et al. (<xref ref-type="bibr" rid="ref21">21</xref>) reported an increased risk of PSE among the younger population, male gender, and stroke affecting the cortex.</p>
<p>The present systematic review confirmed the association between younger age at stroke onset and PSE. Patients with neonatal arterial or perinatal ischemic strokes were at approximately six- and eight-times higher risk of PSE. These findings are consistent with Gao et al. (<xref ref-type="bibr" rid="ref1">1</xref>) study. They revealed the significant neurological impairment associated with neonatal ischemic stroke. The average time to diagnose neonates with ischemic stroke is 22&#x202F;h from the beginning of symptoms. Such a delay in the diagnosis is associated with a delay in management beyond the time window for intravenous thrombolysis or thrombectomy. This is associated with life-threatening consequences, highlighting the utmost importance of early diagnosis and effective therapy for stroke patients (<xref ref-type="bibr" rid="ref46">46</xref>).</p>
<p>Patients with acute or prolonged seizures at the onset of stroke were associated with a higher risk of PSE. Anti-epileptic medications in such patients can be clinically significant in decreasing the risk of PSE (<xref ref-type="bibr" rid="ref47">47</xref>). Similarly, Rattani et al. (<xref ref-type="bibr" rid="ref45">45</xref>) confirmed the association between seizures at the stroke onset and PSE among perinatal arterial ischemic stroke survivors. Pediatric patients with acute symptomatic seizures are more likely to have epileptiform discharges and electrographic seizures on EEG. Furthermore, Patients with cortical involvement or middle cerebral artery involvement were at higher risk of PSE. This finding was consistent with Zhang et al. (<xref ref-type="bibr" rid="ref19">19</xref>) who reported a significant risk of late seizures among patients with cortical involvement. Such patients may benefit from close monitoring and prophylactic anti-convulsive medications. However, the present systematic review showed a non-significant association between abnormal EEG changes and the risk of PSE. This finding supports the phenomenon of electroclinical dissociation in which a considerable number of neonatal seizures are subclinical. This highlighted the need for closer electroencephalographic monitoring of the pediatric population after stroke (<xref ref-type="bibr" rid="ref48">48</xref>). Abnormal acute EEG findings may not reliably predict post-stroke epilepsy in neonates due to electroclinical dissociation, where epileptiform activity may occur without overt clinical seizures. Immature cortical networks and evolving seizure semiology further limit EEG sensitivity, underscoring the need for cautious interpretation and long-term clinical follow-up. Further studies are needed to evaluate the impact of prophylactic anti-epileptic medications on the long-term risk of PSE among the pediatric population.</p>
<p>This systematic review synthesized existing evidence concerning the risk factors associated with PSE. While the study possesses several strengths, certain limitations warrant consideration. All included studies employed observational designs, with a substantial proportion being retrospective, thereby introducing a potential risk of information bias. Additionally, variability existed among the studies in terms of PSE definitions, follow-up durations, age ranges, and statistical methodologies. This heterogeneity was reflected in the meta-analysis through significant statistical variability across multiple outcomes. To address this, a random-effects model was applied. Further research is necessary to elucidate the long-term effects of stroke on the risk of PSE and its subsequent clinical outcomes.</p>
</sec>
<sec sec-type="conclusions" id="sec32">
<title>Conclusion</title>
<p>The present systematic review highlights the significant risk of PSE among pediatric stroke survivors. Younger pediatric patients, as well as those with cortical or middle cerebral artery involvement, demonstrate an increased susceptibility to developing PSE. Furthermore, the occurrence of acute symptomatic seizures at stroke onset, especially when prolonged, substantially elevates the risk of subsequent epilepsy. Early identification of pediatric patients at heightened risk for PSE may enable clinicians to target vulnerable populations and implement timely preventive interventions aimed at reducing the incidence of PSE.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec33">
<title>Data availability statement</title>
<p>The data analyzed in this study is subject to the following licenses/restrictions: the datasets used in the present study are available from the first author and corresponding authors on reasonable request. Requests to access these datasets should be directed to <email xlink:href="mailto:saeedkanee@gmail.com">saeedkanee@gmail.com</email>.</p>
</sec>
<sec sec-type="author-contributions" id="sec34">
<title>Author contributions</title>
<p>SA: Validation, Conceptualization, Writing &#x2013; original draft, Methodology, Visualization, Supervision, Data curation, Investigation, Funding acquisition, Formal analysis, Software, Writing &#x2013; review &#x0026; editing, Resources, Project administration. YM: Methodology, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="COI-statement" id="sec35">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec36">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec37">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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<fn fn-type="custom" custom-type="edited-by" id="fn0002">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2835831/overview">Mubeen Rafay</ext-link>, University of Manitoba, Canada</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0003">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/736194/overview">Eul&#x00E0;lia Turon-Vi&#x00F1;as</ext-link>, Universitat Aut&#x00F2;noma de Barcelona, Spain</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2103819/overview">Roberta Leonardi</ext-link>, University of Catania, Italy</p>
</fn>
</fn-group>
<fn-group>
<fn id="fn0001"><label>1</label><p><ext-link xlink:href="http://www.crd.york.ac.uk/prospero/" ext-link-type="uri">http://www.crd.york.ac.uk/prospero/</ext-link></p></fn>
</fn-group>
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