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  3. Mechanical Circulatory Assist Devices Stroke Subtype Classification: A Novel Stroke Classification System in Patients with Ventricular Assist Devices.
 

Mechanical Circulatory Assist Devices Stroke Subtype Classification: A Novel Stroke Classification System in Patients with Ventricular Assist Devices.

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BORIS DOI
10.48620/96860
Publisher DOI
10.1016/j.jstrokecerebrovasdis.2026.108605
PubMed ID
41812735
Description
Background
Stroke is a frequent complication of left ventricular assist devices (LVADs) yet remains without a unified etiologic framework to guide evaluation and management. To address this, we developed a novel mechanical circulatory assist device stroke classification system with four etiologic categories: Management-related (M)-events driven by anticoagulation/antiplatelet strategy or perioperative management; Clinically related (C)-events attributable to conventional vascular risk factors; Acquired (A)-events resulting from LVAD-associated complications such as infection or coagulopathy; and Device-related (D)-events linked to pump- or graft-specific pathology or parameter abnormalities. We aimed to describe stroke subtype patterns and evaluate interrater reliability of this classification in LVAD patients.
Methods
We retrospectively reviewed 192 LVAD recipients at the University of Chicago Medical Center (2010-2020) and identified 32 neuroimaging-confirmed cerebrovascular events. Clinical characteristics, stroke subtype, contributing mechanisms, and outcomes were recorded. Two independent vascular neurologists classified each event using the MCAD system, and interrater reliability was assessed using intraclass correlation coefficients (ICC).
Results
Among the 32 cerebrovascular events, 59.4% were ischemic and 40.6% hemorrhagic (25% intraparenchymal, 12.5% subarachnoid). Strokes occurred a mean of 27 months after LVAD implantation. Strokes were categorized as Management-related (62.6%), Acquired (15.6%), Device-related (15.6%), and Clinically related (6.2%). Interrater agreement was excellent (ICC = 0.974).
Conclusion
This novel MCAD stroke classification demonstrated excellent interrater reliability in a single-center LVAD retrospective cohort and provides a structured framework for categorizing etiologic contributors. Future prospective multicenter studies are needed to assess its clinical utility.
Date of Publication
2026-05
Publication Type
Article
Subject(s)
600 Technology > 610 Medicine & health
Keyword(s)
Classification
•
Etiology
•
Interrater reliability
•
Left ventricular assist device
•
Mechanical circulatory assist device
•
Stroke
Language(s)
en
Contributor(s)
Pinto, Camila Bonin
Owens, Cameron D
Alvarado-Dyer, Ronald
Loggini, Andrea
Ortiz-Garcia, Jorge
Heldner, Mirjam R.orcid-logo
Clinic of Neurology
Prabhakaran, Shyam
Velez, Faddi G Saleh
Additional Credits
Clinic of Neurology
Series
Journal of Stroke & Cerebrovascular Diseases
Publisher
Elsevier
ISSN
1532-8511
1052-3057
Access(Rights)
open.access
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