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Harnessing artificial intelligence for engineering extracellular vesicles. 利用人工智能来设计细胞外囊泡。
IF 4.8 Pub Date : 2025-09-02 eCollection Date: 2025-01-01 DOI: 10.20517/evcna.2025.35
Hui Lu, Jin Zhang, Tianzhuo Shen, Wenbing Jiang, Han Liu, Jiacan Su

Extracellular vesicles (EVs) are a type of cell-released phospholipid bilayer nanoscale carrier. However, research on EVs encounters several challenges, such as their heterogeneity, the complexities associated with their isolation and identification, the necessity for engineering optimization, and the limitations in exploring their mechanisms. The advancement of artificial intelligence (AI) technologies offers new opportunities for EV research. Here, the definition and brief history of AI, as well as types and common models of machine learning, are first introduced, and the interactions between AI, machine learning, and deep learning are explored. The article then discusses in detail a variety of applications of AI in EV research, including the use of AI for target identification and selective delivery of EVs, the design and optimization of drug delivery systems, the mapping of cellular communication networks, the analysis of multi-omics data, and synthetic biology-based research on EVs. These applications demonstrate the potential of AI in advancing EV research and applications. Finally, we offer an outlook on the major challenges and future prospects of AI. Overall, the introduction of AI technologies has provided new perspectives and tools for the study of EVs, which is expected to enhance the application of EVs in disease diagnosis and treatment.

细胞外囊泡(EVs)是一种细胞释放的磷脂双层纳米级载体。然而,电动汽车的研究面临着一些挑战,如其异质性、其隔离和识别的复杂性、工程优化的必要性以及探索其机制的局限性。人工智能(AI)技术的进步为电动汽车研究提供了新的机遇。本文首先介绍了人工智能的定义和简史,以及机器学习的类型和常见模型,并探讨了人工智能、机器学习和深度学习之间的相互作用。然后,文章详细讨论了人工智能在电动汽车研究中的各种应用,包括人工智能在电动汽车目标识别和选择性递送中的应用,药物递送系统的设计和优化,细胞通信网络的映射,多组学数据的分析,以及基于合成生物学的电动汽车研究。这些应用展示了人工智能在推进电动汽车研究和应用方面的潜力。最后,我们对人工智能的主要挑战和未来前景进行了展望。总的来说,人工智能技术的引入为电动汽车的研究提供了新的视角和工具,有望增强电动汽车在疾病诊断和治疗中的应用。
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引用次数: 0
UKEV forum 2024: The UK Society for Extracellular Vesicle annual meeting - bridging innovation and impact. UKEV论坛2024:英国细胞外囊泡学会年会-弥合创新和影响。
IF 4.8 Pub Date : 2025-08-21 eCollection Date: 2025-01-01 DOI: 10.20517/evcna.2025.62
Hannah K Jackson, Naveed Akbar, Nick Peake, Ryan C Pink, Charlotte Lawson

In December 2024, the United Kingdom Society for Extracellular Vesicles (UKEV) held its annual forum in Newcastle upon Tyne, marking 11 years since its founding. UKEV Forum 2024 brought together over 230 participants from the UK and abroad under the theme "Bridging Innovation and Impact". The meeting emphasised translational science, regulatory foresight, methodological rigour, and cross-sector collaboration, reflecting the maturation of EV research towards clinical relevance. Hosted at Newcastle University, the event included plenary lectures, oral and lightning talks, poster sessions, and an Early Career Researcher (ECR) Day. Scientific discussions spanned EV biomarker discovery, mechanistic studies, tissue-derived EVs, and novel analytical tools such as cryo-TEM, electrochemical sensors, and DNA-PAINT microscopy. The forum showcased emerging topics in EV isolation, reproducibility, therapeutic development, and regulatory integration, drawing on diverse expertise across academia, biotech, and clinical sciences. Generous industry sponsorship and inclusive programming made UKEV 2024 a landmark event that reinforced the UK's leadership in EV research.

2024年12月,英国细胞外囊泡学会(UKEV)在泰恩河畔纽卡斯尔举行了其成立11周年的年度论坛。UKEV论坛2024汇集了来自英国和国外的230多名与会者,主题为“弥合创新与影响”。会议强调了转化科学、监管前瞻性、方法严谨性和跨部门合作,反映了EV研究在临床应用方面的成熟。该活动由纽卡斯尔大学主办,包括全体讲座、口头和闪电演讲、海报会议和早期职业研究员(ECR)日。科学讨论涵盖了EV生物标志物的发现、机制研究、组织来源的EV和新的分析工具,如低温透射电镜、电化学传感器和DNA-PAINT显微镜。该论坛展示了EV分离、可重复性、治疗开发和监管整合等新兴主题,并借鉴了学术界、生物技术和临床科学领域的各种专业知识。慷慨的行业赞助和包容性的规划使UKEV 2024成为一个具有里程碑意义的事件,加强了英国在电动汽车研究方面的领导地位。
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引用次数: 0
A comprehensive summary of the GISM annual meeting 2025. GISM 2025年会综合总结。
IF 4.8 Pub Date : 2025-08-14 eCollection Date: 2025-01-01 DOI: 10.20517/evcna.2025.61
Enrico Ragni, Rita Romani, Valentina Grespi, Gabriele Scattini, Giulio Severi, Enrico Lucarelli, Stefano Grolli, Maddalena Mastrogiacomo, Silvia Dotti, Antonietta Rosa Silini, Maurizio Muraca, Filippo Piccinini, Michela Pozzobon, Laura de Girolamo, Ivana Ferrero, Maria Luisa Torre, Augusto Pessina, Luisa Pascucci

The GISM Annual Meeting 2025 convened experts in regenerative medicine and nanomedicine to discuss recent advances in mesenchymal stromal/stem cell (MSC) research and extracellular vesicle (EV) technologies. The meeting emphasized novel strategies to enhance the therapeutic potential of MSCs and EVs, addressing both basic biological insights and translational challenges. Discussions highlighted the importance of standardizing production and characterization methods to improve scalability and reproducibility for clinical applications. Emerging therapeutic approaches, including cell engineering and targeted drug delivery, were showcased alongside preclinical and clinical studies. The conference provided a platform for interdisciplinary exchange, fostering collaboration and paving the way toward the clinical integration of EV and cell-based nanomedicine.

GISM 2025年年会召集再生医学和纳米医学专家讨论间充质基质/干细胞(MSC)研究和细胞外囊泡(EV)技术的最新进展。会议强调了增强间充质干细胞和内皮细胞治疗潜力的新策略,解决了基本的生物学见解和转化挑战。讨论强调了标准化生产和表征方法的重要性,以提高临床应用的可扩展性和可重复性。新兴的治疗方法,包括细胞工程和靶向药物输送,与临床前和临床研究一起展示。会议提供了一个跨学科交流的平台,促进了合作,为EV和细胞纳米医学的临床整合铺平了道路。
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引用次数: 0
Exosome miRNA sorting controlled by RNA-binding protein-motif interactions. rna结合蛋白-基序相互作用控制外泌体miRNA分选。
IF 4.8 Pub Date : 2025-08-11 eCollection Date: 2025-01-01 DOI: 10.20517/evcna.2025.47
Zixuan Huang, Xuan Zhao, Wenjing Wen, Ruolin Shi, Gaofeng Liang

Exosomes, as key mediators of intercellular communication, have shown great potential in disease intervention and therapy in recent years. As natural nanocarriers, exosomes play a crucial role in transporting a wide array of cargo. Among these, miRNAs carried by exosomes are pivotal in gene regulation and the modulation of cellular signaling. Given that miRNAs are essential gene regulators, understanding how miRNAs are selectively loaded into exosomes is crucial for the development of novel diagnostic and therapeutic approaches. This review provides a detailed overview of the biogenesis and secretion mechanisms of exosomes, with a particular focus on the molecular mechanisms governing miRNA sorting into exosomes. Specifically, it highlights the miRNA motifs associated with exosomes enrichment (EXOmotifs), as well as those related to intracellular miRNA enrichment (CELLmotifs), along with RNA-binding proteins (RBPs) involved in sorting. We summarize the current progress in this field and discuss strategies for engineering Exosomes - such as gene editing, drug loading, and surface modification - to enhance their functionality and specificity. By exploring these mechanisms, this review offers a theoretical foundation for the application of engineered exosomes in disease treatment and outlines future research directions and potential applications.

外泌体作为细胞间通讯的关键介质,近年来在疾病干预和治疗中显示出巨大的潜力。作为天然的纳米载体,外泌体在运输各种各样的货物中起着至关重要的作用。其中,外泌体携带的mirna在基因调控和细胞信号调节中起关键作用。鉴于mirna是必不可少的基因调节因子,了解mirna如何选择性地装载到外泌体中对于开发新的诊断和治疗方法至关重要。这篇综述提供了外泌体的生物发生和分泌机制的详细概述,特别侧重于控制miRNA分选到外泌体的分子机制。具体来说,它突出了与外泌体富集相关的miRNA基序(EXOmotifs),以及与细胞内miRNA富集相关的miRNA基序(CELLmotifs),以及参与分选的rna结合蛋白(rbp)。我们总结了这一领域的最新进展,并讨论了工程外泌体的策略-如基因编辑,药物装载和表面修饰-以增强其功能和特异性。本文通过对这些机制的探索,为工程外泌体在疾病治疗中的应用提供了理论基础,并概述了未来的研究方向和潜在的应用前景。
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引用次数: 0
Meeting abstracts of the GISM Annual Meeting 2025. GISM 2025年会的会议摘要。
IF 4.8 Pub Date : 2025-08-04 eCollection Date: 2025-01-01 DOI: 10.20517/evcna.2025.53
Enrico Ragni, Enrico Lucarelli, Stefano Grolli, Antonietta Rosa Silini, Valentina Grespi, Ivana Ferrero, Luisa Pascucci, Michela Pozzobon
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引用次数: 0
Extracellular vesicles as vehicles for small non-coding RNA therapeutics: standardization challenges for clinical translation. 细胞外囊泡作为小非编码RNA疗法的载体:临床翻译的标准化挑战。
IF 4.8 Pub Date : 2025-08-01 eCollection Date: 2025-01-01 DOI: 10.20517/evcna.2025.33
Lucrezia Luisotti, Lorenzo Germelli, Rebecca Piccarducci, Chiara Giacomelli, Laura Marchetti, Claudia Martini

Aim: Extracellular vesicles (EVs) have emerged as promising vehicles for the delivery of small non-coding RNAs (sncRNAs); however, their clinical translation is hindered by the lack of standardized manufacturing methods, RNA loading protocols, and dosing strategies in both preclinical and clinical settings. This review aims to analyze the current landscape of EV-based RNA therapeutics to identify key trends and discrepancies, providing insight for the clinical development of future sncRNA-loaded EVs. Methods: PubMed and Google Scholar were used to identify 74 published articles using cell-derived EVs loaded with sncRNA. EV source, EV surface modifications, type of loaded RNA, loading methods, and dosages used in preclinical studies were quantitatively analyzed to identify trends and discrepancies. Results: Most studies utilize naïve EVs derived from stem or immortalized cells, with electroporation and donor cell transfection being the predominant RNA loading strategies. EV loading and dosage schemes in preclinical studies are mainly based on protein content, while only a minority of studies use particle number. More generally, the variability in measurement units reflects the absence of standardized guidelines for both RNA loading and treatment dosing, generating variability and challenges in comparing results across studies. Conclusion: Reliable dosing strategies are extremely important for determining the therapeutic potential of EVs in preclinical settings and ensuring clinical translatability. However, a standardized framework for EVs as robust platforms for RNA delivery remains to be established. We underscore the critical need for universal quantification methods, standardized measurement units, and reproducible protocols for EV production and application.

目的:细胞外囊泡(EVs)已成为递送小非编码rna (sncRNAs)的有前途的载体;然而,在临床前和临床环境中,由于缺乏标准化的制造方法、RNA装载方案和给药策略,它们的临床转化受到阻碍。本综述旨在分析基于ev的RNA疗法的现状,以确定关键趋势和差异,为未来装载sncrna的ev的临床发展提供见解。方法:利用PubMed和谷歌Scholar对74篇已发表的装载sncRNA的细胞源性ev进行鉴定。定量分析EV来源、EV表面修饰、负载RNA类型、负载方法和临床前研究中使用的剂量,以确定趋势和差异。结果:大多数研究使用来自干细胞或永生化细胞的naïve ev,其中电穿孔和供体细胞转染是主要的RNA装载策略。临床前研究中的EV负载和剂量方案主要基于蛋白质含量,而只有少数研究使用颗粒数。更普遍的是,测量单位的可变性反映了缺乏RNA装载和治疗剂量的标准化指南,这在比较研究结果时产生了可变性和挑战。结论:可靠的给药策略对于确定ev在临床前的治疗潜力和确保临床可转译性至关重要。然而,电动汽车作为强大的RNA递送平台的标准化框架仍有待建立。我们强调了通用的定量方法、标准化的测量单位和可重复的电动汽车生产和应用方案的迫切需要。
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引用次数: 0
Overproduction of β-barrel outer membrane proteins in Escherichia coli BL21(DE3) induces hypervesiculation. 大肠杆菌BL21(DE3) β-桶状外膜蛋白的过量产生可诱导过度泡化。
IF 4.8 Pub Date : 2025-07-17 eCollection Date: 2025-01-01 DOI: 10.20517/evcna.2025.27
Saloni Sahu, Gregory Koningstein, Catalin M Bunduc, Nicole van der Wel, Joen Luirink, Peter van Ulsen

Aim: Gram-negative bacteria release outer membrane vesicles (OMVs) that fulfill many functions including survival during stress conditions, delivery of virulence factors, and nutrient acquisition. Additionally, they are increasingly used as an alternative for live bacteria in vaccine development and as a platform for bioengineering. Recently, OMVs have also been applied to express recombinant outer membrane proteins (OMPs) in their natural context as an alternative to the cumbersome reconstitution in liposomes. Here, we use an Escherichia coli strain that lacks four major OMPs for selective expression of the β-barrel assembly machinery (BAM) complex and PhoE in OMVs. Methods: OMV production of Escherichia coli BL21(DE3) and its omp8 derivative upon overexpression of BAM and PhoE is compared and characterized. Results: We find that overexpression of the BAM complex and PhoE causes a strong hypervesiculation phenotype, and the OMVs produced are intact and appear to recruit the BamA subunit of BAM and PhoE in their correctly folded and assembled conformations. Conclusion: While the exact mechanism of hypervesiculation remains to be elucidated, it contributes to the suitability of the BL21(DE3)omp8 host strain to produce recombinant OMP-enriched OMVs that can be used for various purposes, including structural analysis.

目的:革兰氏阴性细菌释放外膜囊泡(omv),实现许多功能,包括在应激条件下生存,传递毒力因子和营养获取。此外,它们越来越多地被用作疫苗开发中活细菌的替代品和生物工程的平台。最近,omv也被用于在自然环境下表达重组外膜蛋白(OMPs),以替代脂质体中繁琐的重组。在这里,我们使用缺乏四种主要omp的大肠杆菌菌株在omv中选择性表达β-桶组装机械(BAM)复合物和PhoE。方法:比较和表征过表达BAM和PhoE的大肠杆菌BL21(DE3)及其comp8衍生物的OMV产量。结果:我们发现BAM复合物和PhoE的过表达导致强烈的多泡表型,并且产生的omv是完整的,并且似乎以正确折叠和组装的构象招募BAM和PhoE的BamA亚基。结论:虽然高泡的确切机制尚不清楚,但它有助于BL21(DE3)omp8宿主菌株产生富含omp的重组omv,可用于多种目的,包括结构分析。
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引用次数: 0
Extracellular vesicles: cargo loading, degradation and secretory pathways, and their intersection with autophagy. 细胞外囊泡:货物装载,降解和分泌途径,以及它们与自噬的交集。
IF 4.8 Pub Date : 2025-07-16 eCollection Date: 2025-01-01 DOI: 10.20517/evcna.2025.21
Jinzhe Ju, Sophie M L Neuen, Marc van Zandvoort, Tom G H Keulers, Kasper M A Rouschop

Extracellular vesicles (EVs) are secreted by nearly all cell types and fulfil a crucial role in intercellular communication by transporting diverse cargo, including enzymes, mRNA, growth factors, chemokines, and cytokines. Although EVs were initially thought to primarily function in waste elimination, it is now clear that they can be diverted from degradation and instead actively secreted to mediate intercellular communication. While the processes of EV biogenesis, degradation, and release have been extensively studied, many aspects remain poorly understood. The involvement of molecular pathways shared by EV biogenesis and autophagy - a lysosome-mediated disposal mechanism - suggests the existence of common regulatory controls. Despite the partial overlap in molecular machineries involved in cargo sorting, the mechanisms that balance the degradation and secretory pathways of EVs, as well as their interplay with autophagy, remain elusive. This review discusses the molecular machinery that dictates the selective cargo loading into EVs. Additionally, it examines the coordination between degradation and secretory pathways in EV biology and situates these processes within the broader context of autophagy. The substantial overlap in molecular pathways, shared proteins, and complementary mechanisms suggests a high degree of coordination between these systems.

细胞外囊泡(EVs)几乎由所有细胞类型分泌,并通过运输各种货物(包括酶、mRNA、生长因子、趋化因子和细胞因子)在细胞间通讯中发挥关键作用。虽然电动汽车最初被认为主要用于消除废物,但现在很清楚,它们可以从降解中转移出来,而是积极分泌来调节细胞间的通讯。虽然EV的生物发生、降解和释放过程已经被广泛研究,但许多方面仍然知之甚少。EV生物发生和自噬(一种溶酶体介导的处理机制)共有的分子途径的参与表明存在共同的调节控制。尽管参与货物分拣的分子机制部分重叠,但电动汽车降解和分泌途径的平衡机制以及它们与自噬的相互作用仍然难以捉摸。本文综述了决定电动汽车选择性装载货物的分子机制。此外,它还研究了EV生物学中降解和分泌途径之间的协调,并将这些过程置于自噬的更广泛背景下。分子途径、共享蛋白和互补机制的大量重叠表明这些系统之间存在高度协调。
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引用次数: 0
Blebbisomes as autonomous communication hubs. Blebbisomes作为自主通信中心。
IF 4.8 Pub Date : 2025-07-11 eCollection Date: 2025-01-01 DOI: 10.20517/evcna.2025.38
Ying Gao, Tiebang Kang

Blebbisomes represent a newly identified class of large extracellular vesicles (EVs) that exhibit unique functional capabilities in intercellular communication. Beyond their motility, blebbisomes engage in complex vesicle trafficking functions. Strikingly, they are capable of both internalizing and secreting other EVs, essentially acting as intermediaries or "hubs" in intercellular communication networks.

气泡体是一类新发现的大型细胞外囊泡(ev),在细胞间通讯中表现出独特的功能。除了运动外,泡小体还具有复杂的囊泡运输功能。引人注目的是,它们能够内化和分泌其他电动汽车,本质上充当细胞间通信网络的中介或“枢纽”。
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引用次数: 0
A new hope for pulmonary hypoplasia: amniotic fluid stem cell extracellular vesicles? 肺发育不全的新希望:羊水干细胞胞外囊泡?
IF 4.8 Pub Date : 2025-07-10 eCollection Date: 2025-01-01 DOI: 10.20517/evcna.2025.25
Ishara Atukorala, Lisa Hui

In a recent study, Antounians and colleagues (2024) investigated the potential of amniotic fluid stem cell-derived extracellular vesicles (AFSC-EVs) as a therapeutic intervention for pulmonary hypoplasia resulting from congenital diaphragmatic hernia (CDH). They demonstrated the pronounced inflammatory signature of the fetal hypoplastic lungs, marked by heightened macrophage density in a CDH rat model. Intra-amniotic AFSC-EV administration mitigated the inflammatory process and enhanced fetal lung development by promoting branching morphogenesis and epithelial maturation. These findings add to a growing body of preclinical and clinical evidence supporting the therapeutic potential of AFSC-EVs for inflammation-driven pathologies.

在最近的一项研究中,Antounians及其同事(2024)研究了羊水干细胞来源的细胞外囊泡(afsc - ev)作为先天性膈疝(CDH)所致肺发育不全的治疗干预手段的潜力。他们在CDH大鼠模型中证明了胎儿肺发育不良的明显炎症特征,其特征是巨噬细胞密度升高。羊膜内AFSC-EV通过促进分支形态发生和上皮成熟,减轻了炎症过程,促进了胎儿肺发育。这些发现增加了越来越多的临床前和临床证据,支持afsc - ev治疗炎症驱动病变的潜力。
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引用次数: 0
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Extracellular vesicles and circulating nucleic acids
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