Evidence map›Paper›PMID 41915645›Full record

ArticlePloS one2026

Characterizing inflammatory biomarkers in post-stroke seizure risk and outcome prognostication.

Ethan Y Wang, Shubham Misra, Jennifer Yan, Pei Yi Chook, Yuki Kawamura, Rachel Kitagawa, Jennifer A Kim, Emily J Gilmore, Adam de Havenon, Adithya Sivaraju and 6 more

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

Ethan Y WangDepartment of Neurology, Yale School of Medicine, New Haven, Connecticut, United States of America.ORCID https://orcid.org/0000-0003-1793-9498
Shubham MisraDepartment of Neurology, Yale School of Medicine, New Haven, Connecticut, United States of America.
Jennifer YanDepartment of Neurology, Yale School of Medicine, New Haven, Connecticut, United States of America.
Pei Yi ChookUniversiti Malaya, Kuala Lumpur, Malaysia.
Yuki KawamuraUniversity of Cambridge, Cambridge, United Kingdom.ORCID https://orcid.org/0000-0003-2137-6464
Rachel KitagawaDepartment of Neurology, Yale School of Medicine, New Haven, Connecticut, United States of America.
Jennifer A KimDepartment of Neurology, Yale School of Medicine, New Haven, Connecticut, United States of America.
Emily J GilmoreDepartment of Neurology, Yale School of Medicine, New Haven, Connecticut, United States of America.
Adam de HavenonDepartment of Neurology, Yale School of Medicine, New Haven, Connecticut, United States of America.
Adithya SivarajuDepartment of Neurology, Yale School of Medicine, New Haven, Connecticut, United States of America.
Lawrence J HirschDepartment of Neurology, Yale School of Medicine, New Haven, Connecticut, United States of America.
Guido J FalconeDepartment of Neurology, Yale School of Medicine, New Haven, Connecticut, United States of America.
Srikant RangarajuDepartment of Neurology, Yale School of Medicine, New Haven, Connecticut, United States of America.
Lauren H SansingDepartment of Neurology, Yale School of Medicine, New Haven, Connecticut, United States of America.
Jessica Magid-BernsteinDepartment of Neurology, Yale School of Medicine, New Haven, Connecticut, United States of America.
Nishant K MishraDepartment of Neurology, Yale School of Medicine, New Haven, Connecticut, United States of America.ORCID https://orcid.org/0000-0002-9327-3707

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Post-stroke seizures (PSS) are sequelae of intracerebral hemorrhage (ICH) that may negatively impact patient outcomes. Available literature suggests that inflammatory biomarkers contribute to epileptogenesis as well as mortality. This retrospective cohort study aimed to elucidate the prognostic ability of CCL2, IL6, and IL8 in PSS development. ICH data were collected at Yale New Haven Hospital from 2014 to 2021. Plasma biomarker levels were measured via cytometric bead array. Patients with EEG-recorded epileptiform discharges, EEG-recorded seizures, or clinical seizures after ICH were defined as seizures and epileptiform discharges (SED), while those without were defined as non-SED. SED was further divided into early and late, occurring before and 7 days post-ICH, respectively. Additionally, we examined if biomarkers were associated with poor outcome (modified Rankin Scale score of 3-6) and mortality at 90, 180, and 365 days post-ICH. We conducted univariable and multivariable logistic regression analyses and reported the findings as Odds Ratio (OR) and 95% CI. We examined 172 patients with ICH, of whom 33 had early SED, 29 had late SED, and 110 had no SED. In univariable analyses, CCL2, ICH volume, diabetes, and lobar ICH were significantly associated with late SED, whereas NIHSS score at admission, ICH volume, and lobar ICH were significantly associated with early SED (p < 0.05). Lower CCL2 levels were independent predictors of late SED in multivariable analyses (OR 0.58; 95% CI 0.41-0.80, p < 0.001), but not of early SED. Additionally, we identified an independent association between higher CCL2 levels and 90-day mortality in multivariable analysis for the combined early and late SED cohorts (OR 1.87; 95% CI 1.03-3.37, p = 0.038). Additional studies investigating additional aspects of biomarkers, such as their temporal profile post-stroke within 24 hours or beyond 72 hours, are needed.

Indexed as

Cerebral HemorrhageSeizuresStrokeAgedBiomarkersChemokine CCL2ElectroencephalographyFemaleHumansInterleukin-6Interleukin-8MaleMiddle AgedPrognosisRetrospective StudiesBiomarkersCCL2 protein, humanChemokine CCL2Interleukin-6Interleukin-8

Identifiers

PMID41915645
PMCPMC13038000

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.