Evidence map›Paper›PMID 34039416›Full record

ArticleMicrobiome2021

Characterization of the public transit air microbiome and resistome reveals geographical specificity.

M H Y Leung, X Tong, K O Bøifot, D Bezdan, D J Butler, D C Danko, J Gohli, D C Green, M T Hernandez, F J Kelly and 9 more

Abstract read
In one paragraph

Article in Microbiome, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.

0numbers the graph read from it
0cells of the map it votes in
32citing 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

32 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. Detection of the ST111 Global High-RiskCurrent issues in molecular biology · 2025
    Article
  9. Article
  10. First Animal Source Metagenome Assembly ofPathogens (Basel, Switzerland) · 2025
    Article
  11. Review
  12. Analysis of metagenomic data.Nature reviews. Methods primers · 2025
    Article
  13. Article
  14. The indoors microbiome and human health.Nature reviews. Microbiology · 2024
    Review
  15. Article
  16. Article
  17. Article
  18. Review
  19. Article
  20. 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

19 authors.

M H Y Leung *School of Energy and Environment, City University of Hong Kong, Hong Kong SAR, China.
X Tong *School of Energy and Environment, City University of Hong Kong, Hong Kong SAR, China.
K O Bøifot *Comprehensive Defence Division, Norwegian Defence Research Establishment FFI, Kjeller, Norway.
D BezdanDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.
D J ButlerDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.
D C DankoDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.
J GohliComprehensive Defence Division, Norwegian Defence Research Establishment FFI, Kjeller, Norway.
D C GreenDepartment of Analytical, Environmental & Forensic Sciences, King's College London, London, UK.
M T HernandezEnvironmental Engineering Program, College of Engineering and Applied Science, University of Colorado, Boulder, CO, USA.
F J KellyDepartment of Analytical, Environmental & Forensic Sciences, King's College London, London, UK.
S LevyHudsonAlpha Institute of Biotechnology, Huntsville, AL, USA.
G Mason-BuckDepartment of Analytical, Environmental & Forensic Sciences, King's College London, London, UK.
M Nieto-CaballeroEnvironmental Engineering Program, College of Engineering and Applied Science, University of Colorado, Boulder, CO, USA.
D Syndercombe-CourtDepartment of Analytical, Environmental & Forensic Sciences, King's College London, London, UK.
K UdekwuDepartment of Aquatic Sciences & Assessment, Swedish University of Agriculture, Uppsala, Sweden.
B G YoungDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.
C E MasonDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA. chm2042@med.cornell.edu.
M DybwadComprehensive Defence Division, Norwegian Defence Research Establishment FFI, Kjeller, Norway. marius.dybwad@ffi.no.
P K H LeeSchool of Energy and Environment, City University of Hong Kong, Hong Kong SAR, China. patrick.kh.lee@cityu.edu.hk.ORCID 0000-0003-0911-5317

Funding

Epigenome Interactions in Complex Neurogenetic DisordersR01NS076465 · NINDS · WEILL MEDICAL COLL OF CORNELL UNIV · PI MASON, CHRISTOPHER EDWARD, ROSS, MARGARET ELIZABETH · 2011 to 2015
$5.8M
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
The Spatiotemporal Landscape of the Human Brain EpitranscriptomeR01MH117406 · NIMH · WEILL MEDICAL COLL OF CORNELL UNIV · PI MASON, CHRISTOPHER EDWARD · 2018 to 2022
$3.3M
Community Research Education and Engagement for Data Science (CREEDS)R25EB020393 · NIBIB · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI CLAUDIO, LUZ, KOVATCH, PATRICIA · 2015 to 2017
$578k
Mapping the RNA modification N6-methyladenosine during Zika virus infectionR21AI129851 · NIAID · WEILL MEDICAL COLL OF CORNELL UNIV · PI HORNER, STACY MICHELLE, MASON, CHRISTOPHER EDWARD · 2017 to 2018
$469k
Department of HealthMedical Research Council MR/S019669/1NIAID NIH HHS R21 AI129851NIBIB NIH HHS R25 EB020393NIDA NIH HHS U01 DA053941NIMH NIH HHS R01 MH117406NINDS NIH HHS R01 NS076465
6 · The paper itself

Abstract

backgroundThe public transit is a built environment with high occupant density across the globe, and identifying factors shaping public transit air microbiomes will help design strategies to minimize the transmission of pathogens. However, the majority of microbiome works dedicated to the public transit air are limited to amplicon sequencing, and our knowledge regarding the functional potentials and the repertoire of resistance genes (i.e. resistome) is limited. Furthermore, current air microbiome investigations on public transit systems are focused on single cities, and a multi-city assessment of the public transit air microbiome will allow a greater understanding of whether and how broad environmental, building, and anthropogenic factors shape the public transit air microbiome in an international scale. Therefore, in this study, the public transit air microbiomes and resistomes of six cities across three continents (Denver, Hong Kong, London, New York City, Oslo, Stockholm) were characterized.

resultsCity was the sole factor associated with public transit air microbiome differences, with diverse taxa identified as drivers for geography-associated functional potentials, concomitant with geographical differences in species- and strain-level inferred growth profiles. Related bacterial strains differed among cities in genes encoding resistance, transposase, and other functions. Sourcetracking estimated that human skin, soil, and wastewater were major presumptive resistome sources of public transit air, and adjacent public transit surfaces may also be considered presumptive sources. Large proportions of detected resistance genes were co-located with mobile genetic elements including plasmids. Biosynthetic gene clusters and city-unique coding sequences were found in the metagenome-assembled genomes.

conclusionsOverall, geographical specificity transcends multiple aspects of the public transit air microbiome, and future efforts on a global scale are warranted to increase our understanding of factors shaping the microbiome of this unique built environment.

Indexed as

MicrobiotaBacteriaGeographyHong KongHumansMetagenomeAir microbiologyBioinformaticsHigh-throughput sequencingMetagenomicsMicrobial ecologyMicrobiome

Identifiers

PMID34039416
PMCPMC8157753

What OpenQuestion holds

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Registered trials

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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.