Evidence mapPaperPMID 39790179Full record

ArticleJournal of extracellular biology2025

Quantitative fluorescent nanoparticle tracking analysis and nano-flow cytometry enable advanced characterization of single extracellular vesicles.

Danilo Mladenović, Joseph Brealey, Ben Peacock, Kairi Koort, Nataša Zarovni

Erratum issuedAbstract read
In one paragraph

Article in Journal of extracellular biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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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  13. Exosome-Associated MTA1 in Circulation Is Elevated During Breast Cancer Progression.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2025
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  17. Role ofMicroorganisms · 2025
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Danilo MladenovićHansaBioMed Life Sciences OÜ Tallinn Estonia.ORCID https://orcid.org/0000-0002-0877-2035
Joseph BrealeyNanoFCM Co., Ltd. Nottingham UK.ORCID https://orcid.org/0000-0002-3013-9375
Ben PeacockNanoFCM Co., Ltd. Nottingham UK.ORCID https://orcid.org/0000-0002-7823-8719
Kairi KoortSchool of Natural Sciences and Health Tallinn University Tallinn Estonia.
Nataša ZarovniRoseBio Milano Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Current state-of-the-art tools for analysing extracellular vesicles (EVs) offer either highly sensitive but unidimensional bulk measurements of EV components, or high-resolution multiparametric single-particle analyses which lack standardization and appropriate reference materials. This limits the accuracy of the assessment of marker abundance and overall marker distribution amongst individual EVs, and finally, the understanding of true EV heterogeneity. In this study, we aimed to define the standardized operating procedures and reference material for fluorescent characterization of EVs with two commonly used EV analytical platforms-nanoparticle tracking analysis (NTA) and nano-flow cytometry (nFCM). We achieved quantitative fluorescence analyses on ZetaView NTA and NanoAnalyzer nFCM instruments, by utilizing yellow-green FluoSpheres (FS) with assigned ERF (equivalent reference fluorophore) values. This standardization technique allowed for fluorescent EV signal to be expressed in ERF units (indicative of bound fluorescent antibodies per EV), thus enabling measurement of target protein marker abundance on individual EVs, and in the whole EV population. The NTA's and nFCM's limits of detection (LoD) were evaluated at 21 and 9 Alexa Fluor 488 (AF488) molecules, respectively. To complement the limited quantification of markers expressed in a few copies per single EV, in-line bulk fluorescence measurements with a plate reader were performed. This provided absolute marker quantification and more insightful analyses of EV heterogeneity and marker stoichiometry. The standardization method outlined in this work unlocks the full analytical potential of NTA and nFCM, enabling cross-platform data comparison. At the same time, it highlights some of the technical challenges and considerations and thus contributes to the ongoing efforts towards the development of EV analytical tools.

Indexed as

characterizationextracellular vesiclesfluorescent labellingFluoSpheresnano‐flow cytometrynanoparticle tracking analysisstandardization

Identifiers

PMID39790179
PMCPMC11707551

What Socratic holds

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LicenceCC BY-NC
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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 Socratic graph.