Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
Department of Neurology and Neurosurgery, UMC Utrecht Brain Center, University Medical Center, Utrecht University, Utrecht, The Netherlands.
J Thromb Thrombolysis. 2023 Nov;56(4):614-625. doi: 10.1007/s11239-023-02881-z. Epub 2023 Aug 18.
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.
血管内血栓切除术 (EVT) 治疗急性缺血性脑卒中的成功率因卒中病因和血栓成分等因素而异,而这些因素在性别之间可能存在差异。我们研究了性别特异性血细胞特征 (BCC) 是否与再通成功率相关。我们分析了来自单一介入中心的 333 名 EVT 患者的电子健康记录,并从 Sapphire 流式细胞仪中提取了 71 个 BCC。通过稀疏偏最小二乘判别分析,结合交叉验证和稳定性选择,我们确定了与两性再通成功相关的 BCC。在控制心血管危险因素的同时,考虑了卒中病因。在这些患者中,女性的再通成功率为 51%,男性为 49%。71 个 BCC 中有 21 个在两性之间存在显著差异(校正后的 FDR < 0.05)。女性为重点的再通模型的错误率低于男女混合模型[ t(192.4) = 5.9,p < 0.001]和仅男性模型[ t(182.6) = -15.6,p < 0.001]。在女性中,成功的再通和心源性栓塞与网织红细胞数量增加相关,而不成功的再通和大动脉粥样硬化 (LAA) 作为卒中病因与平均红细胞血红蛋白浓度升高相关。在男性中,不成功的再通和 LAA 作为卒中病因与淋巴细胞复杂性的细胞内结构的变异系数升高相关。与再通成功相关的性别特异性 BCC 存在差异,并与卒中病因相关。这种增强的认识可能有助于为急性缺血性脑卒中提供个性化治疗。