Paper · 2026 · Measurement Food

Volatilomics analysis of table olive ‘Bella di Cerignola' PDO and associated brines: a case study on different fermentation styles and olive sizes

Antonia Corvino; Iuliia Khomenko; Emanuela Betta; et al.

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Open access · cc-by

Abstract

• PTR-ToF-MS and GC–MS used for the volatilomics profiling in fermented table olives and brines • First volatilomic characterisation of cv. Bella di Cerignola across two styles, including brines • Fermentation style, not fruit size, was the main driver of VOCs variability • Natural/Greek fermentation showed a richer, more diverse volatile metabolome • Brines contained higher VOCs levels than fruits, supporting this resource management The present study provides the comprehensive volatilomic characterisation of Olea europaea L. cv. Bella di Cerignola Protected Designation of Origin (PDO) table olives and their associated brines by integrating Proton Transfer Reaction–Time-of-Flight Mass Spectrometry (PTR-ToF-MS) with Gas Chromatography–Mass Spectrometry (GC–MS). In particular, this work aimed to evaluate how fermentation style (Natural/Greek, NAT; Sivigliano /Spanish, SIV) and fruit size influence Volatile Organic Compounds (VOCs) associated with these fermented products, with particular focus on microbial metabolic markers. PTR-ToF-MS analysis detected 296 mass peaks, of which 145 significantly differed from blanks. Principal Component Analysis revealed a clear discrimination between NAT and SIV samples, with fermentation style emerging as the dominant source of variance, whereas fruit size had a negligible impact. NAT fermentation, which proceeds spontaneously through brining (10% NaCl), displayed a markedly richer and more heterogeneous volatilome than the alkali-treated SIV process (2% NaOH), including also a few volatiles potentially associated with spoilage phenomena. Among the key volatile markers majorly associated with NAT fermentation, such as ethanol, acetaldehyde, acetic acid, propionic acid, and ethyl esters, indicated active alcoholic, heterolactic, and propionic fermentations, predominantly in NAT samples. Additional compounds, such as 3-hexen-1-ol, cyclohexanol, and phenylethyl alcohol, suggested lipoxygenase-like and yeast-associated metabolic pathways. The brines were found to be much richer in volatile compounds, an aspect of potential interest also in the management of these matrices. The combined PTR-ToF-MS and GC–MS approach proved decisive for both rapid, non-invasive screening and robust compound identification, interesting also for future studies, to exploit the potential of the analytical technique for green chemical analysis, massive screenings, and real-time studies. This study presents a methodological update for volatilomic monitoring of complex plant-based fermented foods, highlighting the link between metabolic diversity, fermentative processes and sensory potential in traditional table olive production.

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Claims 8

Associationobservedoriginal resultmeasured

Claim · model-written summary

Fermentation style was the dominant source of variance in the volatile profile of table olives (PCA).

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table olivet0
Treatment
fermentation stylee0
Outcome
source of variancee0
Direction
dominante0

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“table olive”

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“fermentation style emerging as the dominant source of variance”

✓ located verbatim in the source · abstract, characters 1229–1291 · show in text ↑
Associationobservedoriginal resultno effectmeasured

Claim · model-written summary

Fruit size had a negligible impact on the volatile profile of table olives.

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table olivet0
Treatment
fruit sizee0
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impacte0
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negligiblee0

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“table olive”

✓ located verbatim in the source · title, characters 25–36 · show in text ↑
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“fruit size had a negligible impact”

✓ located verbatim in the source · abstract, characters 1301–1335 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Natural/Greek fermentation, which proceeds spontaneously in 10% NaCl brine, produced a richer and more heterogeneous volatilome than the alkali-treated (2% NaOH) Sivigliano process.

Taxon
table olivet0
Treatment
NAT fermentatione0
Outcome
volatilomee0
Direction
richere0
Comparator
alkali-treated SIV processe0

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“table olive”

✓ located verbatim in the source · title, characters 25–36 · show in text ↑
e0

“NAT fermentation, which proceeds spontaneously through brining (10% NaCl), displayed a markedly richer and more heterogeneous volatilome than the alkali-treated SIV process (2% NaOH)”

✓ located verbatim in the source · abstract, characters 1337–1519 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Ethanol, acetaldehyde, acetic acid, propionic acid and ethyl esters were key volatile markers associated with NAT fermentation, indicating alcoholic, heterolactic and propionic fermentations.

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table olivet0
Outcome
key volatile markers majorly associated with NAT fermentatione0

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t0

“table olive”

✓ located verbatim in the source · title, characters 25–36 · show in text ↑
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“Among the key volatile markers majorly associated with NAT fermentation, such as ethanol, acetaldehyde, acetic acid, propionic acid, and ethyl esters”

✓ located verbatim in the source · abstract, characters 1600–1749 · show in text ↑
Mechanismauthor interpretationoriginal resultmeasured

Claim · model-written summary

The compounds 3-hexen-1-ol, cyclohexanol and phenylethyl alcohol suggested lipoxygenase-like and yeast-associated metabolic pathways.

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table olivet0
Compound
3-hexen-1-ol, cyclohexanol, and phenylethyl alcohole0
Outcome
lipoxygenase-like and yeast-associated metabolic pathwayse0

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t0

“table olive”

✓ located verbatim in the source · title, characters 25–36 · show in text ↑
e0

“Additional compounds, such as 3-hexen-1-ol, cyclohexanol, and phenylethyl alcohol, suggested lipoxygenase-like and yeast-associated metabolic pathways”

✓ located verbatim in the source · abstract, characters 1852–2002 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Brines contained higher levels of volatile organic compounds than the olive fruits.

Taxon
table olivet0
Outcome
VOCs levelse0
Direction
highere0
Comparator
fruitse0

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t0

“table olive”

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“Brines contained higher VOCs levels than fruits”

✓ located verbatim in the source · abstract, characters 354–401 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

PTR-ToF-MS analysis detected 296 mass peaks.

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table olivet0
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mass peakse0
Value
296 mass peakse0

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“table olive”

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e0

“PTR-ToF-MS analysis detected 296 mass peaks”

✓ located verbatim in the source · abstract, characters 1040–1083 · show in text ↑
Method / resourceobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Of the detected mass peaks, 145 differed significantly from blanks.

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table olivet0
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significantly differede0
Value
145e0
Comparator
blankse0

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“table olive”

✓ located verbatim in the source · title, characters 25–36 · show in text ↑
e0

“of which 145 significantly differed from blanks”

✓ located verbatim in the source · abstract, characters 1085–1132 · show in text ↑