Evidence map›Paper›PMID 40883783›Full record

ArticleMicrobiome2025

Global biogeography of airborne viruses in public transit systems and their host interactions.

Huaxin Lei, Shicong Du, Xinzhao Tong, Wing Lam Chan, Marcus H Y Leung, Kari O Bøifot, Daniela Bezdan, Daniel J Butler, David C Danko, David C Green and 12 more

Abstract read
In one paragraph

Article in Microbiome, 2025. 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. Predicting Strain-Specific Metabolic Capabilities in the GenusComputational and structural biotechnology journal · 2026
    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

22 authors.

Huaxin LeiSchool of Energy and Environment, City University of Hong Kong, Kowloon, Hong Kong SAR, China.
Shicong DuSchool of Energy and Environment, City University of Hong Kong, Kowloon, Hong Kong SAR, China.
Xinzhao TongSchool of Energy and Environment, City University of Hong Kong, Kowloon, Hong Kong SAR, China.
Wing Lam ChanSchool of Energy and Environment, City University of Hong Kong, Kowloon, Hong Kong SAR, China.
Marcus H Y LeungSchool of Energy and Environment, City University of Hong Kong, Kowloon, Hong Kong SAR, China.
Kari O BøifotTotal Defence Division, Norwegian Defence Research Establishment FFI, Kjeller, Norway.
Daniela BezdanDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.
Daniel J ButlerDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.
David C DankoDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.
David C GreenEnvironmental Research Group, MRC Centre for Environment and Health, Imperial College London, London, UK.
Mark T HernandezEnvironmental Engineering Program, College of Engineering and Applied Science, University of Colorado, Boulder, CO, USA.
Frank J KellyEnvironmental Research Group, MRC Centre for Environment and Health, Imperial College London, London, UK.
Alexander G LucaciDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.
Cem MeydanDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.
Marina Nieto-CaballeroEnvironmental Engineering Program, College of Engineering and Applied Science, University of Colorado, Boulder, CO, USA.
Krista RyonDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.
Braden TierneyDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.
Klas I UdekwuDepartment of Biological Sciences, University of Idaho, Moscow, ID, USA.
Benjamin G YoungDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.
Christopher E MasonDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA. chm2042@med.cornell.edu.
Marius DybwadTotal Defence Division, Norwegian Defence Research Establishment FFI, Kjeller, Norway. marius.dybwad@ffi.no.
Patrick K H LeeSchool of Energy and Environment and State Key Laboratory of Marine Pollution, City University of Hong Kong, Kowloon, Hong Kong SAR, China. patrick.kh.lee@cityu.edu.hk.

Funding

Supplement for MINI point-of-use deviceU01DA053941 · NIDA · UNIVERSITY OF MIAMI CORAL GABLES · PI MASON, CHRISTOPHER EDWARD, SCHURER, STEPHAN C · 2021 to 2022
$5.2M
Metagenomic profiling of urinary cell-free DNA to monitor urinary tract infection after kidney transplantationR01AI151059 · NIAID · CORNELL UNIVERSITY · PI DADHANIA, DARSHANA, DE VLAMINCK, IWIJN · 2020 to 2024
$3.4M
Bill and Melinda Gates Foundation OPP1151054NIAID NIH HHS R01 AI151059NIDA NIH HHS U01 DA053941
6 · The paper itself

Abstract

backgroundThere is a diverse assemblage of microbes in air in built environments (BEs), but our understanding of viruses and their interactions with hosts in BEs remains incomplete. To address this knowledge gap, this study analyzed 503 metagenomes isolated from air samples from public transit systems in six global cities, namely Denver, Hong Kong, London, New York City, Oslo, and Stockholm. Viral genomes were recovered from samples via metagenomic binning, and viruses' taxonomy, functional potential, and microbial hosts were determined. The study also investigated correlations between virus and host abundances, the coevolution of clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated (Cas) systems and anti-CRISPR (Acr) proteins, and the potential impacts of auxiliary metabolic genes (AMGs) on hosts.

resultsAirborne viruses in global BEs exhibited biogeographical variations in diversity, composition, function, and virus-host interactions. Nearly half of the vOTUs analyzed were from the Caulimoviridae family, while 31.8% of them could not be taxonomically classified. Diverse functions were identified within the vOTUs, together with antimicrobial resistance genes with the potential to confer resistance to various antibiotics and antimicrobial agents. Strong correlations were observed between vOTU and host abundances, with clear distinctions between virulent and temperate viruses. However, there was limited co-evolution of CRISPR-Cas systems and Acr proteins, which was likely due to the oligotrophic and physical conditions in the BEs and the dominance of vOTUs with a virulent lifestyle. Phage-encoded AMGs appeared to have the potential to enhance host fitness. These findings highlight biogeographical variations in airborne viruses in BEs and that physical and oligotrophic conditions in BEs drive virus survival strategies and virus-host coevolution.

conclusionThere are biogeographical variations in airborne viruses in BEs in global cities, as physical and oligotrophic conditions in BEs drive virus survival strategies and virus-host coevolution. Moreover, the characteristics of airborne viruses in BEs are distinct from those of viruses found in other, more nutrient-rich ecosystems. Video Abstract.

Indexed as

Air MicrobiologyHost Microbial InteractionsVirusesCitiesCRISPR-Cas SystemsGenome, ViralHumansMetagenomeMetagenomicsPhylogeographyAirborne viromesBuilt environmentsMetagenomicsVirus–host coevolution

Identifiers

PMID40883783
PMCPMC12395665

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.