ArticleMolecules (Basel, Switzerland)2026
Data Fusion Combining High-Resolution Mass Spectrometry and
Nicolò Riboni, Enmanuel Cruz Muñoz, Christina Muhs, Monica Mattarozzi, Marina Caldara, Sara Graziano, Christian Richter, Harald Schwalbe, Nelson Marmiroli, Davide Ballabio and 3 more
Abstract read
In one paragraphArticle in Molecules (Basel, Switzerland), 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
–field-weighted citation impact
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 registryThe 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 literatureWho cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
4 · The recordCorrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
5 · Who and what moneyAuthors and funding
13 authors.
Nicolò RiboniDepartment of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parco Area delle Scienze 11/A-17/A, 43124 Parma, Italy.ORCID 0000-0002-0789-3812 Enmanuel Cruz MuñozMilano Chemometrics and QSAR Research Group, Department of Earth and Environmental Sciences, University of Milano-Bicocca, Piazza della Scienza 1, 20126 Milan, Italy.ORCID 0009-0003-4847-626X Christina MuhsCenter of Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt, Max-von-Laue-Straße 9, 60438 Frankfurt am Main, Germany.
Monica MattarozziDepartment of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parco Area delle Scienze 11/A-17/A, 43124 Parma, Italy.ORCID 0000-0002-6766-4616 Marina CaldaraDepartment of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parco Area delle Scienze 11/A-17/A, 43124 Parma, Italy.ORCID 0000-0003-4875-383X Sara GrazianoDepartment of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parco Area delle Scienze 11/A-17/A, 43124 Parma, Italy.ORCID 0000-0001-9143-5998 Christian RichterCenter of Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt, Max-von-Laue-Straße 9, 60438 Frankfurt am Main, Germany.ORCID 0000-0002-5420-2826 Harald SchwalbeCenter of Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt, Max-von-Laue-Straße 9, 60438 Frankfurt am Main, Germany.ORCID 0000-0001-5693-7909 Nelson MarmiroliDepartment of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parco Area delle Scienze 11/A-17/A, 43124 Parma, Italy.ORCID 0000-0001-9261-4699 Davide BallabioMilano Chemometrics and QSAR Research Group, Department of Earth and Environmental Sciences, University of Milano-Bicocca, Piazza della Scienza 1, 20126 Milan, Italy.ORCID 0000-0002-5748-147X Mariolina GullìDepartment of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parco Area delle Scienze 11/A-17/A, 43124 Parma, Italy.ORCID 0000-0001-8326-4965 Maria CareriDepartment of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parco Area delle Scienze 11/A-17/A, 43124 Parma, Italy.ORCID 0000-0002-4558-5001 Federica BianchiDepartment of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parco Area delle Scienze 11/A-17/A, 43124 Parma, Italy.ORCID 0000-0001-7880-5624 Funding
iNEXT-Discovery 871037
6 · The paper itselfAbstract
Sustainable food production systems based on the use of biofertilizers and soil improvers are proposed to mitigate agricultural-related environmental impacts and address the climate crisis. In particular, plant growth-promoting microbes (PGPM) and biochar (Char) have been reported to improve plant growth, soil quality, and crop yield; however, their effects on food quality remain debated. In this study, untargeted metabolomics based on ultra-high performance liquid chromatography-ion mobility-high-resolution mass spectrometry (UHPLC-IMS-HRMS) and proton nuclear magnetic resonance spectroscopy (
Indexed as
GlutensMetabolomicsTriticumCharcoalChromatography, High Pressure LiquidMetabolomeNuclear Magnetic Resonance, BiomolecularbiocharCharcoalGlutensdata fusiondurum wheathigh-resolution mass spectrometrynuclear magnetic resonance spectroscopysustainable treatmentsuntargeted metabolomics
Identifiers
PMID41900022
PMCPMC13029761
What OpenQuestion holds
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