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用于鉴定血液细胞外囊泡的全面蛋白质组学 SWATH-MS 工作流程:胶质瘤肿瘤监测的新途径。

A Comprehensive Proteomic SWATH-MS Workflow for Profiling Blood Extracellular Vesicles: A New Avenue for Glioma Tumour Surveillance.

机构信息

Neurosurgery Department, Chris O'Brien Lifehouse, Camperdown 2050, Australia.

Brainstorm Brain Cancer Research, Brain and Mind Centre, The University of Sydney, Camperdown 2050, Australia.

出版信息

Int J Mol Sci. 2020 Jul 3;21(13):4754. doi: 10.3390/ijms21134754.

Abstract

Improving outcomes for diffuse glioma patients requires methods that can accurately and sensitively monitor tumour activity and treatment response. Extracellular vesicles (EV) are membranous nanoparticles that can traverse the blood-brain-barrier, carrying oncogenic molecules into the circulation. Measuring clinically relevant glioma biomarkers cargoed in circulating EVs could revolutionise how glioma patients are managed. Despite their suitability for biomarker discovery, the co-isolation of highly abundant complex blood proteins has hindered comprehensive proteomic studies of circulating-EVs. Plasma-EVs isolated from pre-operative glioma grade II-IV patients ( = 41) and controls ( = 11) were sequenced by Sequential window acquisition of all theoretical fragment ion spectra mass spectrometry (SWATH-MS) and data extraction was performed by aligning against a custom 8662-protein library. Overall, 4054 proteins were measured in plasma-EVs. Differentially expressed proteins and putative circulating-EV markers were identified (adj. -value < 0.05), including those reported in previous in-vitro and ex-vivo glioma-EV studies. Principal component analysis showed that plasma-EV protein profiles clustered according to glioma histological-subtype and grade, and plasma-EVs resampled from patients with recurrent tumour progression grouped with more aggressive glioma samples. The extensive plasma-EV proteome profiles achieved here highlight the potential for SWATH-MS to define circulating-EV biomarkers for objective blood-based measurements of glioma activity that could serve as ideal surrogate endpoints to assess tumour progression and allow more dynamic, patient-centred treatment protocols.

摘要

提高弥漫性神经胶质瘤患者的疗效需要能够准确、敏感地监测肿瘤活性和治疗反应的方法。细胞外囊泡 (EV) 是一种能够穿过血脑屏障的膜性纳米颗粒,可将致癌分子带入循环系统。测量循环 EV 中载有临床相关神经胶质瘤生物标志物的方法可能会彻底改变神经胶质瘤患者的管理方式。尽管它们非常适合用于生物标志物的发现,但由于与高度丰富的复杂血液蛋白共同分离,阻碍了对循环 EV 的全面蛋白质组学研究。通过顺序窗口采集所有理论片段离子谱质谱法 (SWATH-MS) 对术前 II-IV 级胶质瘤患者 (= 41) 和对照组 (= 11) 的血浆-EV 进行测序,并通过与定制的 8662 种蛋白质文库对齐进行数据提取。总体而言,在血浆-EV 中测量了 4054 种蛋白质。鉴定了差异表达的蛋白质和推定的循环-EV 标志物 (adj. -value < 0.05),包括先前在体外和离体神经胶质瘤-EV 研究中报道的标志物。主成分分析显示,根据神经胶质瘤组织亚型和分级,血浆-EV 蛋白谱聚类,从肿瘤复发进展的患者中重新取样的血浆-EV 与侵袭性更强的神经胶质瘤样本聚集在一起。这里获得的广泛的血浆-EV 蛋白质组谱突出了 SWATH-MS 用于定义循环-EV 生物标志物的潜力,这些生物标志物可用于客观的基于血液的神经胶质瘤活性测量,作为评估肿瘤进展的理想替代终点,并允许更动态、以患者为中心的治疗方案。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dffb/7369771/d20fcefcc4d9/ijms-21-04754-g001.jpg

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