Haemorrhagic Transformation in Breakthrough Ischemic Stroke: Clinical Characteristics, Outcomes, and Anticoagulation Resumption Timing—Insights from the ASPERA-R Study
International Journal of Stroke · 2026-11-03
DOI: 10.1177/17474930261502562 ↗Resumen
Background and Purpose. The timing of anticoagulation resumption in patients who experience ischemic stroke despite ongoing anticoagulation and develop haemorrhagic transformation (HT) remains uncertain. We aimed to describe the characteristics and outcomes of patients with HT after a breakthrough ischemic stroke and to explore the association between anticoagulation resumption timing and the model-predicted balance of recurrent ischemic and bleeding risks in this high-risk population. Methods. We analysed data from patients with breakthrough ischemic stroke receiving anticoagulation therapy from the multicentre ASPERA-R registry. Analyses focused on patients with HT. HT was defined according to the Heidelberg Bleeding Classification based on brain imaging within 24 hours and categorized as haemorrhagic infarction (HI) or parenchymal hematoma (PH). Anticoagulation resumption and its timing were determined by treating clinicians and were not randomized. Landmark Cox regression models were used to evaluate recurrent ischemic events and moderate-to-severe bleeding after anticoagulation resumption. Restricted cubic spline models and exploratory net clinical benefit analyses integrating ischemic and bleeding risks were used to assess the relationship between anticoagulation resumption timing and model-predicted combined risk, overall and across clinically relevant subgroups. Results. Among 1,555 patients with breakthrough ischemic stroke, 269 (17.3%) developed HT, of whom 170 (63.2%) resumed anticoagulation and contributed to the restart-timing analyses. At 90 days, patients with HT had higher crude rates of recurrent ischemic events (27.1% vs 13.8%), moderate-to-severe bleeding (7.4% vs 2.8%), and mortality (34.2% vs 17.7%) compared with patients without HT. In landmark analyses, HT was not associated with recurrent ischemic events (HR 1.42, 95% CI 0.85–2.37) but remained strongly associated with moderate-to-severe bleeding (HR 3.39, 95% CI 1.61–7.13). Exploratory net clinical benefit analyses showed that the model-predicted combined risk reached its nadir at approximately 10 days after stroke in the overall HT population, with substantial uncertainty around this estimate. Conclusions. HT is a marker of poor prognosis in patients with breakthrough ischemic stroke, with an increased risk of bleeding after anticoagulation resumption. Among selected patients who resumed anticoagulation, exploratory modelling suggested that the combined predicted ischemic and bleeding risk reached its nadir at approximately 10 days after stroke. Given the non-randomized treatment timing and potential for treatment-selection bias, this estimate is hypothesis-generating and requires prospective validation.
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