Evidence map›Paper›PMID 33918613›Full record

ArticleSensors (Basel, Switzerland)2021

Multiplexed Affinity Measurements of Extracellular Vesicles Binding Kinetics.

Elisa Chiodi, George G Daaboul, Allison M Marn, M Selim Ünlü

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. TargetingJournal of pharmaceutical analysis · 2025
    Article
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  4. Review
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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

4 authors.

Elisa ChiodiDepartment of Electrical Engineering, Boston University, Boston, MA 02215, USA.ORCID 0000-0003-2036-4584
George G DaaboulNanoView Biosciences, Boston, MA 02135, USA.
Allison M MarnDepartment of Electrical Engineering, Boston University, Boston, MA 02215, USA.ORCID 0000-0001-8228-2678
M Selim ÜnlüDepartment of Electrical Engineering, Boston University, Boston, MA 02215, USA.ORCID 0000-0002-8594-892X

Funding

Boston University Ignition ProgramHorizon 2020 INDEX (766466)National Science Foundation iCorps (2027109)National Science Foundation PFI-TT (1941195)
6 · The paper itself

Abstract

Extracellular vesicles (EVs) have attracted significant attention as impactful diagnostic biomarkers, since their properties are closely related to specific clinical conditions. However, designing experiments that involve EVs phenotyping is usually highly challenging and time-consuming, due to laborious optimization steps that require very long or even overnight incubation durations. In this work, we demonstrate label-free, real-time detection, and phenotyping of extracellular vesicles binding to a multiplexed surface. With the ability for label-free kinetic binding measurements using the Interferometric Reflectance Imaging Sensor (IRIS) in a microfluidic chamber, we successfully optimize the capture reaction by tuning various assay conditions (incubation time, flow conditions, surface probe density, and specificity). A single (less than 1 h) experiment allows for characterization of binding affinities of the EVs to multiplexed probes. We demonstrate kinetic characterization of 18 different probe conditions, namely three different antibodies, each spotted at six different concentrations, simultaneously. The affinity characterization is then analyzed through a model that considers the complexity of multivalent binding of large structures to a carpet of probes and therefore introduces a combination of fast and slow association and dissociation parameters. Additionally, our results confirm higher affinity of EVs to aCD81 with respect to aCD9 and aCD63. Single-vesicle imaging measurements corroborate our findings, as well as confirming the EVs nature of the captured particles through fluorescence staining of the EVs membrane and cargo.

Indexed as

Extracellular VesiclesAntibodiesInterferometryKineticsStaining and LabelingAntibodiesEVs detectionextracellular vesicles (EVs)interferometric imaginglabel-free biosensormicroarray

Identifiers

PMID33918613
PMCPMC8069658

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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.