Sexual dimorphism in peripheral blood cell characteristics linked to recanalization success of endovascular thrombectomy in acute ischemic stroke.
L Malin OvermarsWouter W van SolingeHester M den RuijterH Bart van der WorpBram Van EsCornelia A R Hulsbergen-VeelkenGeert Jan BiesselsLieza G ExaltoSaskia HaitjemaPublished in: Journal of thrombosis and thrombolysis (2023)
Endovascular thrombectomy (EVT) success to treat acute ischemic stroke varies with factors like stroke etiology and clot composition, which can differ between sexes. We studied if sex-specific blood cell characteristics (BCCs) are related to recanalization success. We analyzed electronic health records of 333 EVT patients from a single intervention center, and extracted 71 BCCs from the Sapphire flow cytometry analyzer. Through Sparse Partial Least Squares Discriminant Analysis, incorporating cross-validation and stability selection, we identified BCCs associated with successful recanalization (TICI 3) in both sexes. Stroke etiology was considered, while controlling for cardiovascular risk factors. Of the patients, successful recanalization was achieved in 51% of women and 49% of men. 21 of the 71 BCCs showed significant differences between sexes (pFDR-corrected < 0.05). The female-focused recanalization model had lower error rates than both combined [t(192.4) = 5.9, p < 0.001] and male-only models [t(182.6) = - 15.6, p < 0.001]. In women, successful recanalization and cardioembolism were associated with a higher number of reticulocytes, while unsuccessful recanalization and large artery atherosclerosis (LAA) as cause of stroke were associated with a higher mean corpuscular hemoglobin concentration. In men, unsuccessful recanalization and LAA as cause of stroke were associated with a higher coefficient of variance of lymphocyte complexity of the intracellular structure. Sex-specific BCCs related to recanalization success varied and were linked to stroke etiology. This enhanced understanding may facilitate personalized treatment for acute ischemic stroke.
Keyphrases
- acute ischemic stroke
- middle cerebral artery
- endovascular treatment
- atrial fibrillation
- end stage renal disease
- peripheral blood
- cardiovascular risk factors
- ejection fraction
- newly diagnosed
- electronic health record
- chronic kidney disease
- polycystic ovary syndrome
- randomized controlled trial
- peritoneal dialysis
- cardiovascular disease
- cell therapy
- prognostic factors
- type diabetes
- metabolic syndrome
- magnetic resonance
- stem cells
- middle aged
- patient reported
- adipose tissue
- blood brain barrier
- pregnancy outcomes
- breast cancer risk
- solid state