Manu Doina Ramona, Bǎlaşa Rodica, Pruteanu Lavinia-Lorena, Curean Victor, Barbu-Tudoran Lucian, Şerban Georgiana-Mihaela, Chinezu Rareş, Bǎlaşa Adrian
Center for Advanced Medical and Pharmaceutical Research, "George Emil Palade" University of Medicine, Pharmacy, Science and Technology of Targu Mures, Targu Mures, Romania.
Department of Neurology, "George Emil Palade" University of Medicine, Pharmacy, Science and Technology of Targu Mures, Targu Mures, Romania.
PLoS One. 2025 Mar 19;20(3):e0315890. doi: 10.1371/journal.pone.0315890. eCollection 2025.
Glioblastoma (GBM), a primary brain tumor, exhibits intratumoral heterogeneity and dynamic spatial-temporal changes. GBM-derived extracellular vesicles (EVs), reflecting tumor characteristics, present potential as liquid-biopsy markers for early diagnosis and monitoring. This study aims to evaluate molecular signatures of plasma-derived EVs from GBM patients using a conventional flow cytometer. EVs have been isolated from glioma patients and healthy controls (HCs) plasma using density gradient ultracentrifugation (DGU). EVs were evaluated by bead-based multiplex analysis in a conventional flow cytometer. Principal component analysis (PCA), hierarchical clustering, and correlation analysis provided comprehensive insights into EV characteristics. EVs successfully isolated were visualized in transmission and scanning electron microscopy (STEM). Bead-based multiplex analysis in flow cytometer detected the level of 37 EV surface markers, including tumor-related, cancer stem cell, endothelial cell, and immune cell- specific antigens. PCA identified the EV surface markers that are most significant for differentiating the subjects, and hierarchical clustering revealed four distinct clusters based on EV surface marker levels. EV molecular signature demonstrated considerable heterogeneity across patient clusters. The presence of CD29 emerged not only as a defining factor for a cluster of patients, but also served as a marker to differentiate patients from HCs.
胶质母细胞瘤(GBM)是一种原发性脑肿瘤,具有肿瘤内异质性和动态的时空变化。源自GBM的细胞外囊泡(EVs)反映了肿瘤特征,具有作为早期诊断和监测的液体活检标志物的潜力。本研究旨在使用传统流式细胞仪评估GBM患者血浆来源的EVs的分子特征。已使用密度梯度超速离心(DGU)从胶质瘤患者和健康对照(HCs)的血浆中分离出EVs。在传统流式细胞仪中通过基于微珠的多重分析对EVs进行评估。主成分分析(PCA)、层次聚类和相关性分析提供了对EV特征的全面见解。成功分离的EVs在透射和扫描电子显微镜(STEM)下进行了可视化。流式细胞仪中的基于微珠的多重分析检测了37种EV表面标志物的水平,包括肿瘤相关、癌症干细胞、内皮细胞和免疫细胞特异性抗原。PCA确定了对区分受试者最具意义的EV表面标志物,层次聚类根据EV表面标志物水平揭示了四个不同的簇。EV分子特征在患者簇之间表现出相当大的异质性。CD29的存在不仅成为一组患者的决定性因素,还可作为区分患者与HCs的标志物。