Evidence map›Paper›PMID 39772459›Full record

ArticleACS sensors2025

Infrared Spectroscopic Electronic Noses: An Innovative Approach for Exhaled Breath Sensing.

Johannes Glöckler, Jan Mitrovics, Sara Beeken, Marcis Leja, Tesfalem Welearegay, Lars Österlund, Hossam Haick, Gidi Shani, Corrado Di Natale, Raúl Murillo and 7 more

Abstract read
In one paragraph

Article in ACS sensors, 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. Trends in vibrational spectroscopy on optical waveguides.Analytical and bioanalytical chemistry · 2026
    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

17 authors.

Johannes GlöcklerInstitute of Analytical and Bioanalytical Chemistry, Ulm University, Albert-Einstein-Allee 11, 89081 Ulm, Germany.ORCID 0000-0003-1941-2665
Jan MitrovicsJLM Innovation GmbH, D-72070 Tübingen, Germany.
Sara BeekenJLM Innovation GmbH, D-72070 Tübingen, Germany.
Marcis LejaInstitute of Clinical and Preventive Medicine, University of Latvia, LV-1586 Riga, Latvia.
Tesfalem WelearegayDepartment of Materials Science and Engineering, The Angstrom Laboratory, Uppsala University, 752 37 Uppsala, Sweden.
Lars ÖsterlundDepartment of Materials Science and Engineering, The Angstrom Laboratory, Uppsala University, 752 37 Uppsala, Sweden.ORCID 0000-0003-0296-5247
Hossam HaickLaboratory for Nanomaterial-Based Devices, Technion - Israel Institute of Technology, Haifa 3200003, Israel.ORCID 0000-0002-2370-4073
Gidi ShaniLaboratory for Nanomaterial-Based Devices, Technion - Israel Institute of Technology, Haifa 3200003, Israel.
Corrado Di NataleDepartment of Electronic Engineering, University of Rome Tor Vergata, 00133 Roma, Italy.ORCID 0000-0002-0543-4348
Raúl MurilloCentro Javeriano de Oncología, Hospital Universitario San Ignacio, 110231 Bogotá, Colombia.
Gabriela Flores-RangelInstitute of Analytical and Bioanalytical Chemistry, Ulm University, Albert-Einstein-Allee 11, 89081 Ulm, Germany.ORCID 0000-0002-0338-2345
Francisco Bricio-ArzubideBreathlabs Inc., Spring, Texas 77386, United States.
Raul PinillaCentro Javeriano de Oncología, Hospital Universitario San Ignacio, 110231 Bogotá, Colombia.
Rómulo VargasCentro Javeriano de Oncología, Hospital Universitario San Ignacio, 110231 Bogotá, Colombia.
Carlos SaboyaCentro Javeriano de Oncología, Hospital Universitario San Ignacio, 110231 Bogotá, Colombia.
Boris MizaikoffInstitute of Analytical and Bioanalytical Chemistry, Ulm University, Albert-Einstein-Allee 11, 89081 Ulm, Germany.ORCID 0000-0002-5583-7962
Lorena Díaz de León-MartínezInstitute of Analytical and Bioanalytical Chemistry, Ulm University, Albert-Einstein-Allee 11, 89081 Ulm, Germany.ORCID 0000-0002-8969-9924

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Gastric cancer remains a leading cause of cancer-related mortality, requiring the urgent development of innovative diagnostic tools for early detection. This study presents an integrated infrared spectroscopic electronic nose system, a novel device that combines infrared (IR) spectroscopy and electronic nose (eNose) concepts for analyzing volatile organic compounds (VOCs) in exhaled breath. This system was calibrated using relevant gas mixtures and then tested during a feasibility study involving 26 gastric cancer patients and 32 healthy controls using chemometric analyses to distinguish between exhaled breath profiles. The obtained results demonstrated that the integration of IR spectroscopy and eNose technologies significantly enhanced the accuracy of VOCs fingerprinting via principal component analysis (PCA) and partial least-squares-discriminant analysis (PLS-DA). Distinct differences between the study groups were revealed with an accuracy of prediction of 0.96 in exhaled breath samples. This combined system offers a high sensitivity and specificity and could potetially facilitate rapid on-site testing rendering the technology an accessible option for early screening particularly in underserved populations.

Indexed as

Electronic NoseStomach NeoplasmsVolatile Organic CompoundsAdultAgedBreath TestsExhalationFemaleHumansMaleMiddle AgedPrincipal Component AnalysisSpectrophotometry, InfraredVolatile Organic Compoundselectronic nose, eNoseexhaled breathexhalomegastric canceriHWGIR sensorIR spectroscopymid-infrared, MIRMOX sensorsvolatile organic compounds, VOCs

Identifiers

PMID39772459
PMCPMC11773567

What OpenQuestion holds

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LicenceCC BY
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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.