Evidence map›Paper›PMID 42074074›Full record

ArticleInternational journal of molecular sciences2026

Exploratory Volatilome Profiling of Inflammation in Skin Fibroblasts: A Proof-of-Concept Study.

Riccardo Di Stefano, Marco De Poli, Chiara Moltrasio, Angelo V Marzano, Erika Rimondi, Elisabetta Melloni, Paola Secchiero, Giada Lodi, Marta Manfredini, Alberto Cavazzini and 3 more

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Riccardo Di StefanoDepartment of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, 44121 Ferrara, Italy.ORCID 0009-0002-1379-6805
Marco De PoliDepartment of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, 44121 Ferrara, Italy.ORCID 0009-0004-2582-6025
Chiara MoltrasioDermatology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy.ORCID 0000-0003-0060-5870
Angelo V MarzanoDermatology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy.ORCID 0000-0002-8160-4169
Erika RimondiDepartment of Translational Medicine and LTTA Centre, University of Ferrara, 44121 Ferrara, Italy.ORCID 0000-0002-8241-2513
Elisabetta MelloniDepartment of Translational Medicine and LTTA Centre, University of Ferrara, 44121 Ferrara, Italy.ORCID 0000-0002-7829-0824
Paola SecchieroDepartment of Translational Medicine and LTTA Centre, University of Ferrara, 44121 Ferrara, Italy.
Giada LodiDepartment of Translational Medicine and LTTA Centre, University of Ferrara, 44121 Ferrara, Italy.ORCID 0009-0009-8491-6035
Marta ManfrediniDepartment of Translational Medicine, University of Ferrara, 44121 Ferrara, Italy.ORCID 0009-0005-4216-4489
Alberto CavazziniDepartment of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, 44121 Ferrara, Italy.
Annalisa MarcuzziDepartment of Translational Medicine, University of Ferrara, 44121 Ferrara, Italy.ORCID 0000-0003-3427-618X
Sergio CrovellaDepartment of Environmental and Prevention Sciences, University of Ferrara, 44121 Ferrara, Italy.ORCID 0000-0001-8493-1168
Flavio A FranchinaDepartment of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, 44121 Ferrara, Italy.ORCID 0000-0001-7236-4266

Funding

PNRR SSN. PNRR-MAD-2022-12376878
6 · The paper itself

Abstract

Inflammation is associated with metabolic alterations that can lead to the release of volatile organic compounds (VOCs) reflecting cellular biochemical activity. Profiling these volatile metabolites may provide insight into cellular responses to inflammatory stimuli, although their characterization in skin-derived cells remains limited. In this exploratory proof-of-concept study, we investigated the volatile metabolite profiles of human skin fibroblasts exposed to different inflammatory stimuli. Fibroblast cell lines were stimulated with polyinosinic:polycytidylic acid (Poly I:C), tumor necrosis factor-alpha (TNF-α), and lipopolysaccharide (LPS) to model viral-, cytokine-, and bacterial-associated stress conditions. Headspace solid-phase microextraction coupled with comprehensive two-dimensional gas chromatography and time-of-flight mass spectrometry (HS-SPME-GC×GC-TOFMS) was applied to analyze volatile metabolites released from the cell cultures, enabling exploratory profiling of the fibroblast volatilome. A data-processing workflow including pairwise comparisons between experimental groups and statistical filtering was implemented to identify volatile features associated with the different conditions. Several VOCs were tentatively identified, mainly belonging to alcohol, ester, and hydrocarbon classes, and showed differential abundance patterns between stimulated and control samples. Multivariate analysis indicated a separation between stimulated and non-stimulated groups, suggesting stimulus-associated differences in the volatile profiles of fibroblast cultures. While these observations may reflect metabolic responses occurring under inflammatory stimulation, the chemical identity and biochemical origins of several detected features remain to be confirmed. All in all, this study demonstrates the feasibility of applying HS-SPME-GC×GC-TOFMS-based volatilome profiling to investigate stimulus-associated changes in fibroblast cultures. The detected VOC patterns should therefore be considered preliminary observations requiring further chemical characterization and independent validation. Future studies including larger sample numbers, complementary biological verification of the inflammatory response, and more physiologically relevant experimental models will be necessary to further assess the robustness and potential relevance of these volatile signatures in the context of inflammatory processes.

Indexed as

FibroblastsInflammationMetabolomeSkinVolatile Organic CompoundsCell LineGas Chromatography-Mass SpectrometryHumansLipopolysaccharidesMetabolomicsProof of Concept StudySolid Phase MicroextractionTumor Necrosis Factor-alphaLipopolysaccharidesTumor Necrosis Factor-alphaVolatile Organic CompoundsfibroblastsGC×GC-MSinflammationSPMEVOCsvolatilomics

Identifiers

PMID42074074
PMCPMC13116231

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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.