Evidence map›Paper›PMID 41509127›Full record

ReviewResearch (Washington, D.C.)2026

Beyond Diagnosis: Aerosol Viral Monitoring to Transform Epidemic Responses.

Peng Zhou, Yingming Xu, Amber N McElroy, Mark J Osborn, Al Dababneh, Raj Palraj, Despina Moschou, Charareh Pourzand, David A Ellis, Dingguo Zhang and 2 more

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Research (Washington, D.C.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

12 authors.

Peng ZhouUniversity of Minnesota, Minneapolis, MN, USA.ORCID https://orcid.org/0009-0003-0477-1566
Yingming XuUniversity of Minnesota, Minneapolis, MN, USA.
Amber N McElroyUniversity of Minnesota, Minneapolis, MN, USA.
Mark J OsbornUniversity of Minnesota, Minneapolis, MN, USA.
Al DababnehMayo Clinic, Rochester, MN, USA.
Raj PalrajMayo Clinic, Rochester, MN, USA.
Despina MoschouUniversity of Bath, Claverton Down, Bath, UK.
Charareh PourzandUniversity of Bath, Claverton Down, Bath, UK.
David A EllisUniversity of Bath, Claverton Down, Bath, UK.
Dingguo ZhangUniversity of Bath, Claverton Down, Bath, UK.
Ian H WhiteUniversity of Bath, Claverton Down, Bath, UK.
Tianhong CuiUniversity of Minnesota, Minneapolis, MN, USA.

Funding

Skin-targeted Cell Therapy for Recessive Dystrophic Epidermolysis BullosaR01AR063070 · NIAMS · UNIVERSITY OF MINNESOTA · PI Mark J Osborn, Jakub Tolar · 2013 to 2026
$4.5M
NIAMS NIH HHS R01 AR063070
6 · The paper itself

Abstract

Aerosol viral transmission monitoring enables early, noninvasive detection of infectious disease spread by identifying airborne viral particles in shared environments. Integrating sampling, sensing, and data analysis, this perspective outlines an integrated framework for transforming epidemic responses from reactive testing to proactive surveillance. It synthesizes current technological advances and deployment experiences to identify key challenges in detection efficiency, data management, and societal trust. This marks a shift from clinical diagnosis to environmental surveillance, transforming epidemic responses from testing individuals to monitoring shared air. By enabling earlier interventions, these systems help reduce transmission, protect vulnerable groups, and limit disruptions to daily life and the economy.

Identifiers

PMID41509127
PMCPMC12778395

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.