Evidence map›Paper›PMID 42321238›Full record

ArticleNPJ science of food2026

Modelling the odor profile of fungal Solid-State Fermentation.

Juan F Sandoval, Jane K Parker, Joe Gallagher, Julia Rodriguez-Garcia, Kerry Whiteside, David N Bryant

Abstract read
In one paragraph

Article in NPJ science of food, 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

6 authors.

Juan F SandovalInstitute of Biological, Environmental and Rural Sciences (IBERS), Aberystwyth University, Aberystwyth, SY23 3EE, UK.
Jane K ParkerDepartment of Food and Nutritional Sciences, University of Reading, Whiteknights, Reading, UK.
Joe GallagherInstitute of Biological, Environmental and Rural Sciences (IBERS), Aberystwyth University, Aberystwyth, SY23 3EE, UK.
Julia Rodriguez-GarciaNutrition and Food Science Area, Preventive Medicine and Public Health, Food Science, Toxicology and Forensic Medicine Department, Faculty of Pharmacy, Universitat de València, Avda. Vicent Andrés Estellés, s/n, 46100 Burjassot, València, Spain.
Kerry WhitesideSamworth Brothers Limited, Leicestershire, LE13 1GA, UK.
David N BryantInstitute of Biological, Environmental and Rural Sciences (IBERS), Aberystwyth University, Aberystwyth, SY23 3EE, UK. dgb@aber.ac.uk.

Funding

Biotechnology and Biological Sciences Research Council BB/T008776/1
6 · The paper itself

Abstract

The sensory properties of alternative proteins are key to consumer acceptance, yet the processes shaping their odor remain unclear. Solid-state fermentation (SSF), a promising method for producing alternative proteins from agro-industrial by-products such as bagasse, brans, pomaces, husks and oil cakes, is used in this study to model odor profile development of surplus bread crusts, supplemented with perennial ryegrass protein with Rhizopus oligosporus, Aspergillus oryzae, and Neurospora intermedia at 32 °C for up to 72 h. Volatile organic compounds (VOCs) were analyzed by solid-phase microextraction (SPME) followed by gas chromatography-mass spectrometry (GC-MS), identifying over 150 compounds. A mechanistic model based on the Weber-Fechner law predicted odor profiles from VOC concentrations, odor descriptors and thresholds, and was validated against a quantitative descriptive analysis (QDA) performed by a trained panel using multiple factor analysis (MFA). The model reflected changes in the overall odor intensity and sweet, baked, and grass-like notes, though correlations were weaker for fungal-derived descriptors (fruity, earthy, herbal). These findings elucidate how fungal SSF alters odor profiles in alternative proteins and establish a framework for mechanistic odor prediction in food systems.

Identifiers

PMID42321238
PMCPMC13282479

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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.