Evidence map›Paper›PMID 34343985›Full record

ArticleJournal of breath research2021

Exhaled breath biomarkers of influenza infection and influenza vaccination.

Eva Borras, Mitchell M McCartney, Cai H Thompson, Robert J Meagher, Nicholas J Kenyon, Michael Schivo, Cristina E Davis

Open access · greenAbstract read
In one paragraph

Article in Journal of breath research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
0.7field-weighted citation impact, top 35% of its field
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

10 citing papers in PubMed, 16 citations in OpenAlex.

  1. Trial
  2. Review
  3. Harnessing breath biomarkers for pneumonia diagnosis and prognosis.Expert review of respiratory medicine · 2026
    Review
  4. Validation of Lung [Molecular imaging and biology · 2025
    Article
  5. Article
  6. Review
  7. Article
  8. Article
  9. Article
  10. 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

7 authors at 3 institutions in 1 country.

Eva BorrasMechanical and Aerospace Engineering, One Shields Avenue, University of California, Davis, Davis, CA, United States of America.
Mitchell M McCartneyMechanical and Aerospace Engineering, One Shields Avenue, University of California, Davis, Davis, CA, United States of America.
Cai H ThompsonMechanical and Aerospace Engineering, One Shields Avenue, University of California, Davis, Davis, CA, United States of America.
Robert J MeagherBiotechnology and Bioengineering Department, Sandia National Laboratories, 7011 East Avenue, Livermore, CA 94550, United States of America.
Nicholas J KenyonUC Davis Lung Center, One Shields Avenue, Davis, CA 95616, United States of America.
Michael SchivoUC Davis Lung Center, One Shields Avenue, Davis, CA 95616, United States of America.
Cristina E DavisMechanical and Aerospace Engineering, One Shields Avenue, University of California, Davis, Davis, CA, United States of America.ORCID 0000-0002-9878-7758
VA Northern California Health Care System · USUniversity of California, Davis · USSandia National Laboratories California · US

Funding

UC Davis Clinical and Translational Science CenterUL1TR001860 · NCATS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI KENYON, NICHOLAS J., LYLES, COURTNEY REES · 2016 to 2025
$47.3M
UC Davis Environmental Health Sciences Core CenterP30ES023513 · NIEHS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI Jonathan London · 2015 to 2026
$26.0M
Revisiting ReCHARGE: ECHO Follow up on Middle Childhood and AdolescenceUG3OD023365 · OD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI BENNETT, DEBORAH HALL, HERTZ-PICCIOTTO, IRVA · 2016 to 2024
$6.4M
Portable GC detector for breath-based COVID diagnosticsU18TR003795 · NCATS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI DAVIS, CRISTINA ELIZABETH, KENYON, NICHOLAS J. · 2021 to 2022
$1.9M
Using Breath Metabolites to Determine Specific Virus Infection in Asthmatic PatientsK23HL127185 · NHLBI · UNIVERSITY OF CALIFORNIA AT DAVIS · PI SCHIVO, MICHAEL · 2016 to 2018
$526k
Defining Breath VOC Biomarkers to Improve Respiratory Health of Exposed VeteransI01BX004965 · VA · VA NORTHERN CALIFORNIA HEALTH CARE SYS · PI HARPER, RICHART W, KENYON, NICHOLAS J. · 2021 to 2025
–
BLRD VA I01 BX004965NCATS NIH HHS U18 TR003795NCATS NIH HHS UL1 TR001860NHLBI NIH HHS K23 HL127185NIEHS NIH HHS P30 ES023513NIH HHS UG3 OD023365
6 · The paper itself

Abstract

Respiratory viral infections are considered a major public health threat, and breath metabolomics can provide new ways to detect and understand how specific viruses affect the human pulmonary system. In this pilot study, we characterized the metabolic composition of human breath for an early diagnosis and differentiation of influenza viral infection, as well as other types of upper respiratory viral infections. We first studied the non-specific effects of planned seasonal influenza vaccines on breath metabolites in healthy subjects after receiving the immunization. We then investigated changes in breath content from hospitalized patients with flu-like symptoms and confirmed upper respiratory viral infection. The exhaled breath was sampled using a custom-made breath condenser, and exhaled breath condensate (EBC) samples were analysed using liquid chromatography coupled to quadruplole-time-of-flight mass spectrometer (LC-qTOF). All metabolomic data was analysed using both targeted and untargeted approaches to detect specific known biomarkers from inflammatory and oxidative stress biomarkers, as well as new molecules associated with specific infections. We were able to find clear differences between breath samples collected before and after flu vaccine administration, together with potential biomarkers that are related to inflammatory processes and oxidative stress. Moreover, we were also able to discriminate samples from patients with flu-related symptoms that were diagnosed with confirmatory respiratory viral panels (RVPs). RVP positive and negative differences were identified, as well as differences between specific viruses defined. These results provide very promising information for the further study of the effect of influenza A and other viruses in human systems by using a simple and non-invasive specimen like breath.

Indexed as

Influenza, HumanInfluenza VaccinesBiomarkersBreath TestsExhalationHumansPilot ProjectsVaccinationBiomarkersInfluenza Vaccinesbreath analysisexhaled breath condensate (EBC)influenzametabolomicsvaccine

Identifiers

PMID34343985
PMCPMC8763390
OpenAlexW3188535536

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.