Evidence map›Paper›PMID 41316984›Full record

ArticleJournal of extracellular vesicles2025

Unveiling Heterogeneity: Innovations and Challenges in Single-Vesicle Analysis for Clinical Translation.

Ying Zhang, Xiaotong Meng, David W Greening, Yiyao Huang, Bo Li, Zhigang Li, Gang Long, Jan Lötvall, Linli Lv, Ivan K H Poon and 7 more

Abstract read
In one paragraph

Article in Journal of extracellular vesicles, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

20 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors.

Ying ZhangState Key Laboratory of Membrane Biology, School of Pharmaceutical Sciences, Tsinghua-Peking Center for Life Sciences, Key Laboratory of Bioorganic Phosphorous Chemistry and Chemical Biology (Ministry of Education), Tsinghua University, Beijing, China.ORCID https://orcid.org/0000-0003-3362-3952
Xiaotong MengState Key Laboratory of Membrane Biology, School of Pharmaceutical Sciences, Tsinghua-Peking Center for Life Sciences, Key Laboratory of Bioorganic Phosphorous Chemistry and Chemical Biology (Ministry of Education), Tsinghua University, Beijing, China.ORCID https://orcid.org/0000-0003-0787-3632
David W GreeningBaker Heart and Diabetes Institute, Melbourne, Victoria, Australia.ORCID https://orcid.org/0000-0001-7516-485X
Yiyao HuangDepartment of Laboratory Medicine, Guangdong Provincial Key Laboratory of Precision Medical Diagnostics, Guangdong Engineering and Technology Research Center for Rapid Diagnostic Biosensors, Guangdong Provincial Key Laboratory of Single Cell Technology and Application, Nanfang Hospital, Southern Medical University, Guangzhou, China.ORCID https://orcid.org/0000-0003-1749-963X
Bo LiDepartment of Laboratory Medicine, Guangdong Provincial Key Laboratory of Precision Medical Diagnostics, Guangdong Engineering and Technology Research Center for Rapid Diagnostic Biosensors, Guangdong Provincial Key Laboratory of Single Cell Technology and Application, Nanfang Hospital, Southern Medical University, Guangzhou, China.
Zhigang LiScientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China.ORCID https://orcid.org/0000-0002-1733-9997
Gang LongKey Laboratory of Medical Molecular Virology (MOE/NHC/CAMS), School of Basic Medical Sciences, Shanghai Medical College, Biosafety Level 3 Laboratory, Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai, China.
Jan LötvallKrefting Research Centre, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden.ORCID https://orcid.org/0000-0001-9195-9249
Linli LvInstitute of Nephrology, Southeast University School of Medicine, Nanjing, China.ORCID https://orcid.org/0000-0003-4118-4304
Ivan K H PoonDepartment of Biochemistry and Chemistry, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, Victoria, Australia.
Tong WangState Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Basic Research Center of Excellence for Natural Bioactive Molecules and Discovery of Innovative Drugs, Center of Clinical Laboratory, The First Affiliated Hospital, and College of Life Science and Technology, Jinan University, Guangzhou, Guangdong, China.ORCID https://orcid.org/0000-0002-5980-3380
Jia Xian LawDepartment of Tissue Engineering and Regenerative Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Cheras, Kuala Lumpur, Malaysia.ORCID https://orcid.org/0000-0001-9045-5145
Tanxi CaiLaboratory of Proteomics, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China.
Fuquan YangLaboratory of Proteomics, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China.ORCID https://orcid.org/0000-0002-2841-5342
Lijuan YuKrefting Research Centre, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden.
Lei ZhengDepartment of Laboratory Medicine, Guangdong Provincial Key Laboratory of Precision Medical Diagnostics, Guangdong Engineering and Technology Research Center for Rapid Diagnostic Biosensors, Guangdong Provincial Key Laboratory of Single Cell Technology and Application, Nanfang Hospital, Southern Medical University, Guangzhou, China.ORCID https://orcid.org/0000-0003-2576-8780
Hang YinState Key Laboratory of Membrane Biology, School of Pharmaceutical Sciences, Tsinghua-Peking Center for Life Sciences, Key Laboratory of Bioorganic Phosphorous Chemistry and Chemical Biology (Ministry of Education), Tsinghua University, Beijing, China.ORCID https://orcid.org/0000-0002-9762-4818

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Extracellular vesicles (EVs) are key mediators of intercellular communication, carrying diverse molecular cargo that reflects the dynamic physiological and pathological state of their source cell. While analyses of the entire vesicular population (bulk EV) have advanced our understanding of their roles in health and disease, these approaches often obscure the heterogeneity inherent in EV populations. Emerging single-vesicle analysis technologies offer unprecedented resolution, enabling the identification of individual EV subpopulations and their distinct molecular signatures. Such approaches, combined with digital platforms, can now analyze individual molecules from single EVs, including single-molecule features such as protein, mRNA, double-stranded DNA and single-stranded DNA. This perspective explores the transformative potential of single EV technologies in clinical diagnostics and therapeutic applications. We highlight key advancements including microfluidic platforms, super-resolution microscopy and AI-driven data analyses, that are shaping and advancing the field and its applications. With the development and advancement of clinically viable single EV technologies, we are beginning to appreciate the complexity and abundance of cell type and specific EVs. We further discussed the challenges of sensitivity, specificity, standardization and scalability hindering these technologies' broad acceptance and feasibility in clinical translation. This perspective paper originates from discussions at the Chinese Society of Extracellular Vesicles (CSEV) annual meeting, held in Guangzhou, China, on 16 November 2024. At this meeting, researchers from various fields of EV research, with a particular emphasis on single EV digital, analytical and quantitative technological platforms, discussed the opportunities and challenges of this emerging single-EV-focused technology. The paper aims to provide a roadmap for integrating single EV technologies into routine EV-research and even clinical practice, paving the way for novel scientific and diagnostic tools, personalized therapies, and a deeper understanding of EV heterogeneity and EV biology.

Indexed as

Extracellular VesiclesTranslational Research, BiomedicalCell CommunicationHumansSingle Molecule Imaging

Identifiers

PMID41316984
PMCPMC12663864

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.