Direct imaging with multidimensional labelling and high-content analysis allows quantitative categorization and characterizations of individual small extracellular vesicles and nanoparticles (sEVPs)

IF 15.5 1区 医学 Q1 CELL BIOLOGY
Simou Sun, Sarah J. Cox-Vázquez, Nam-Joon Cho, Guillermo C. Bazan, Jay T. Groves
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Abstract

Small extracellular vesicles and nanoparticles (sEVPs) are cell-secreted entities with potential as diagnostic biomarkers and therapeutic vehicles. However, significant intrinsic sEVP heterogeneity impedes analysis and understanding of their composition and functions. We employ multidimensional fluorescent labelling on sEVPs, leveraging the robustness of a newly developed membrane probe—conjugated oligoelectrolytes (COEs), and conduct total internal reflection fluorescence (TIRF) microscopy on sEVP arrays. These arrays comprise single sEVPs anchored to a soft material functionalized surface with little bias. We then develop an enhanced algorithm for colocalization analysis of the multiple labels on individual sEVPs and perform deep profiling of particle content. We categorize sEVPs derived from the same cell type into seven distinct subpopulations—some vesicular whereas others non-vesicular, and we demonstrate that sEVPs from four cell types exhibit quantitatively distinguishable subpopulation distributions. Furthermore, we gain insights into specific particle features within each subpopulation, including CD63 counts, relative particle size, relative concentration of cargoes, and correlations among different cargoes. This high-content analysis reveals common cargo sorting features in sEVP subpopulations across different cell types and suggests new statistics within the sEVP inherent heterogeneity that could differentiate sEVPs from two types of cancer cells and two types of normal cells. Collectively, our study presents a robust single-sEVP characterization platform, combining high-content imaging with comprehensive analysis. This platform is poised to advance sEVP-based theranostic assays and facilitate exploration into disease-associated sEVP biogenesis and sEVP-mediated intercellular communication.

Abstract Image

直接成像与多维标记和高含量分析允许定量分类和表征单个小细胞外囊泡和纳米颗粒(sevp)。
小的细胞外囊泡和纳米颗粒(sevp)是细胞分泌的实体,具有作为诊断生物标志物和治疗载体的潜力。然而,显著的内在sEVP异质性阻碍了对其组成和功能的分析和理解。我们利用新开发的膜探针共轭寡电解质(COEs)的鲁棒性,对sEVP进行了多维荧光标记,并对sEVP阵列进行了全内反射荧光(TIRF)显微镜观察。这些阵列由单个sevp组成,固定在柔软材料功能化的表面上,具有很小的偏置。然后,我们开发了一种增强的算法,用于对单个sevp上的多个标签进行共定位分析,并对颗粒含量进行深度剖析。我们将来自同一细胞类型的sevp分为7个不同的亚群,其中一些是囊泡性的,而另一些则是非囊泡性的,并且我们证明来自四种细胞类型的sevp表现出可定量区分的亚群分布。此外,我们还深入了解了每个亚群中的特定颗粒特征,包括CD63计数、相对粒径、货物的相对浓度以及不同货物之间的相关性。这种高含量的分析揭示了sEVP亚群在不同细胞类型中的共同货物分选特征,并提出了sEVP内在异质性的新统计数据,可以将sEVP与两种类型的癌细胞和两种类型的正常细胞区分开来。总的来说,我们的研究提出了一个强大的单sevp表征平台,将高含量成像与综合分析相结合。该平台有望推进基于sEVP的治疗分析,促进探索疾病相关的sEVP生物发生和sEVP介导的细胞间通讯。
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来源期刊
Journal of Extracellular Vesicles
Journal of Extracellular Vesicles Biochemistry, Genetics and Molecular Biology-Cell Biology
CiteScore
27.30
自引率
4.40%
发文量
115
审稿时长
12 weeks
期刊介绍: The Journal of Extracellular Vesicles is an open access research publication that focuses on extracellular vesicles, including microvesicles, exosomes, ectosomes, and apoptotic bodies. It serves as the official journal of the International Society for Extracellular Vesicles and aims to facilitate the exchange of data, ideas, and information pertaining to the chemistry, biology, and applications of extracellular vesicles. The journal covers various aspects such as the cellular and molecular mechanisms of extracellular vesicles biogenesis, technological advancements in their isolation, quantification, and characterization, the role and function of extracellular vesicles in biology, stem cell-derived extracellular vesicles and their biology, as well as the application of extracellular vesicles for pharmacological, immunological, or genetic therapies. The Journal of Extracellular Vesicles is widely recognized and indexed by numerous services, including Biological Abstracts, BIOSIS Previews, Chemical Abstracts Service (CAS), Current Contents/Life Sciences, Directory of Open Access Journals (DOAJ), Journal Citation Reports/Science Edition, Google Scholar, ProQuest Natural Science Collection, ProQuest SciTech Collection, SciTech Premium Collection, PubMed Central/PubMed, Science Citation Index Expanded, ScienceOpen, and Scopus.
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