Evidence map›Paper›PMID 41117904›Full record

ArticleACS nano2025

High Specific Real-Time Tracking of Single Virus Particles.

Eunji Hong, Geunho Jang, Chen Lin, Siyuan Rao, Qianbin Wang

Abstract read
In one paragraph

Article in ACS nano, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

5 authors.

Eunji HongDepartment of Biomedical Engineering, Binghamton University, State University of New York, Binghamton, New York 13902, United States.ORCID 0000-0003-3294-1780
Geunho JangDepartment of Biomedical Engineering, Binghamton University, State University of New York, Binghamton, New York 13902, United States.
Chen LinDepartment of Biomedical Engineering, Binghamton University, State University of New York, Binghamton, New York 13902, United States.
Siyuan RaoDepartment of Biomedical Engineering, Binghamton University, State University of New York, Binghamton, New York 13902, United States.
Qianbin WangDepartment of Biomedical Engineering, Binghamton University, State University of New York, Binghamton, New York 13902, United States.ORCID 0000-0002-9840-6732

Funding

Magnetic Modulation on Targeted Neural Circuits in AutismR00MH120279 · NIMH · UNIVERSITY OF MASSACHUSETTS AMHERST · PI RAO, SIYUAN · 2021 to 2023
$747k
NIMH NIH HHS R00 MH120279
6 · The paper itself

Abstract

Viruses are powerful biological platforms with broad applications in gene therapy, vaccine delivery, neuroscience, and nanomedicine. Unlocking their full potential requires a precise understanding of their dynamic behaviors, such as cellular entry, intracellular trafficking, and genome release, at the single-particle level. However, real-time tracking remains challenging due to the nanoscale size and optical transparency of viral particles, as well as limitations in current fluorescent labeling strategies. Conventional approaches using organic dyes or quantum dots (QDs) are often hindered by nonspecific background signals arising from unbound fluorophores. Here, we introduce a carbon quantum dot-virus association strategy that labels viral particles during their native assembly and packaging, thereby avoiding the limitations of postsynthetic modification. Through the integration of density gradient ultracentrifugation and size-selective filtration, we obtain highly purified, traceable viral particles devoid of detectable free QDs. Using adeno-associated virus (AAV) as nonenveloped virus models and lentivirus as enveloped ones, we demonstrate real-time tracking of viral entry, intracellular dynamics, and in vivo gene delivery to ocular tissues. This carbon QD-enabled platform presents single-particle spatiotemporal resolution and signal clarity, supporting high-fidelity viral imaging and next-generation viral therapies.

Indexed as

DependovirusQuantum DotsVirionAnimalsCarbonHumansCarbonadeno-associated viruscarbon quantum dotsfluorescence labelingin vivo trackinglentivirusretinaviral delivery

Identifiers

PMID41117904
PMCPMC13281029

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

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.