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ArticleNeurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology2026

Thrombus composition identifies distinct etiologic phenotypes in embolic stroke of undetermined source.

Ghil Schwarz, Simone Bellavia, Maria Costanza Aquilano, Martina di Como, Emanuele Valtorta, Emanuela Bonoldi, Antonio Macera, Amedeo Cervo, Guglielmo Carlo Pero, Valerio Tolva and 3 more

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Article in Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

13 authors.

Ghil SchwarzDepartment of Neurology and Stroke Unit, ASST Grande Ospedale Metropolitano Niguarda, Grande Ospedale Metropolitano Niguarda - Piazza Ospedale Maggiore 3 (20162), Milan, Italy. ghilschwarz@gmail.com.ORCID http://orcid.org/0000-0001-8465-3946
Simone BellaviaDepartment of Neurology and Stroke Unit, ASST Grande Ospedale Metropolitano Niguarda, Grande Ospedale Metropolitano Niguarda - Piazza Ospedale Maggiore 3 (20162), Milan, Italy.
Maria Costanza AquilanoDepartment of Hematology, Oncology and Molecular Medicine, ASST Grande Ospedale Metropolitano, Niguarda, Milan, Italy.
Martina di ComoDepartment of Hematology, Oncology and Molecular Medicine, ASST Grande Ospedale Metropolitano, Niguarda, Milan, Italy.
Emanuele ValtortaDepartment of Hematology, Oncology and Molecular Medicine, ASST Grande Ospedale Metropolitano, Niguarda, Milan, Italy.
Emanuela BonoldiDepartment of Hematology, Oncology and Molecular Medicine, ASST Grande Ospedale Metropolitano, Niguarda, Milan, Italy.
Antonio MaceraDepartment of Neuroradiology, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy.
Amedeo CervoDepartment of Neuroradiology, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy.
Guglielmo Carlo PeroDepartment of Neuroradiology, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy.
Valerio TolvaVascular Surgery Unit, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy.
Mariangela PianoDepartment of Neuroradiology, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy.
Maria SessaDepartment of Neurology and Stroke Unit, ASST Grande Ospedale Metropolitano Niguarda, Grande Ospedale Metropolitano Niguarda - Piazza Ospedale Maggiore 3 (20162), Milan, Italy.
Angelo Cascio RizzoDepartment of Neurology and Stroke Unit, ASST Grande Ospedale Metropolitano Niguarda, Grande Ospedale Metropolitano Niguarda - Piazza Ospedale Maggiore 3 (20162), Milan, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

aimsEmbolic stroke of undetermined source (ESUS) is biologically heterogeneous and often presumed cardioembolic (CE). We investigated whether thrombus composition can capture etiologic heterogeneity within ESUS, clarifying its overall similarity to CE stroke and exploring whether selected radiological features are associated with atherothrombotic-like thrombus patterns.

methodsRetrospective single-center study of anterior-circulation ischemic stroke patients treated with mechanical thrombectomy (MT) (2022-2025) with available thrombus, classified as large-artery atherosclerosis (LAA), CE, or ESUS. Thrombus composition (RBCs, fibrin, leukocytes; % thrombus area) was analyzed using prespecified non-parametric hierarchical comparisons with Bonferroni correction (k = 3). Reference analyses compared LAA vs. CE; primary analyses ESUS vs. LAA and CE; secondary and tertiary analyses stratified ESUS by ipsilateral high-risk non-stenotic carotid plaque (hrNSCP - vs. hrNSCP+, defined by CTA-based Plaque-RADS score 3-4). Robustness was assessed using isometric log-ratio transformation and exploratory multivariable models.

resultsAmong 344 MT-treated patients, 159 (46.2%) were included (91 CE, 18 LAA, 50 ESUS). LAA and CE showed distinct thrombus profiles, with higher RBC and lower fibrin content in LAA compared with CE (p < 0.01). ESUS thrombi were descriptively CE-like, without significant differences versus CE or LAA after correction. After stratification, two distinct and biologically coherent thrombus phenotypes emerged: ESUS hrNSCP- (n = 42) thrombi overlapped with CE, whereas ESUS hrNSCP+ (n = 8) thrombi were indistinguishable from LAA; these patterns were confirmed by compositional and multivariable analyses.

conclusionsWhen etiologic heterogeneity is taken into account, thrombus composition reveals distinct cardioembolic-like and atherothrombotic-like patterns within ESUS, supporting its role as a complementary tool for etiologic attribution alongside clinical and imaging data.

Indexed as

Embolic StrokeIschemic StrokeThrombosisAgedFemaleHumansMaleMiddle AgedPhenotypeRetrospective StudiesThrombectomyAtherothrombotic-like phenotypeCardioembolic-like phenotypeEmbolic stroke of undetermined source (ESUS)Etiologic heterogeneityThrombus composition

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Registered trials

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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.