Evidence map›Paper›PMID 41829544›Full record

ArticleSensors (Basel, Switzerland)2026

The Volatile Signature: Tracking Ripening Dynamics to Ensure Goat Cheese Quality.

Giovanni Ferrara, Cristina Matarazzo, Maria Staiano, Sabato D'Auria, Rosaria Cozzolino

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Giovanni FerraraIstituto di Scienze dell'Alimentazione, Consiglio Nazionale delle Ricerche, 83100 Avellino, Italy.
Cristina MatarazzoDepartment of Agriculture, Environmental and Food Sciences, University of Molise, 86100 Campobasso, Italy.
Maria StaianoIstituto di Scienze dell'Alimentazione, Consiglio Nazionale delle Ricerche, 83100 Avellino, Italy.
Sabato D'AuriaIstituto di Scienze dell'Alimentazione, Consiglio Nazionale delle Ricerche, 83100 Avellino, Italy.
Rosaria CozzolinoIstituto di Scienze dell'Alimentazione, Consiglio Nazionale delle Ricerche, 83100 Avellino, Italy.ORCID 0000-0003-1501-2648

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cheese ripening involves a series of biochemical and microbiological transformations that directly affect the texture, aroma, flavor, and quality of the final product. This study aimed to characterize the volatile organic compounds (VOCs) produced during the ripening of goat cheese to find suitable molecular markers for monitoring the maturation process. Headspace solid-phase microextraction coupled with gas chromatography-mass spectrometry (HS-SPME/GC-MS) was applied to samples collected at different ripening times (0, 30, 60, 90, 120, and 150 days). Overall, sixty-eight different VOCs were identified, including alcohols, esters, ketones, carboxylic acids, aldehydes, terpenes, sulfur compounds, and others. The total volatile content progressively increased up to 120 days and slightly decreased thereafter. This dynamic evolution reflected the interplay of proteolysis, lipolysis, and microbial metabolism occurring during the ripening process. Among the compounds, 2-butanone and 2-butanol appeared as promising volatile markers of the advanced ripening stages. These results offer new insights into goat cheese flavor development and support the design of a sensing approach for a first warning of the end of the cheese maturation process.

Indexed as

CheeseVolatile Organic CompoundsAnimalsGas Chromatography-Mass SpectrometryGoatsOdorantsSolid Phase MicroextractionVolatile Organic Compoundsaroma profilegoat cheeseHS-SPME/GC–MSripeningsensorsvolatile organic compounds

Identifiers

PMID41829544
PMCPMC12987363

What OpenQuestion holds

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Registered trials

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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.