| Literature DB >> 30800110 |
Alessandra Pino1, Amanda Vaccalluzzo1, Lisa Solieri2, Flora V Romeo3, Aldo Todaro4, Cinzia Caggia1, Francisco Noé Arroyo-López5, Joaquin Bautista-Gallego5, Cinzia L Randazzo1.
Abstract
In the present study, the β-glucosidase positive strain Lactobacillus plantarum F3. 3 was used as starter during the fermentation of Sicilian table olives (Nocellara Etnea cultivar) at two different salt concentrations (5 and 8%), in order to accelerate the debittering process. The latter was monitored through the increase of hydroxytyrosol compound. In addition, the potential probiotic Lactobacillus paracasei N24 strain was added after 60 days of fermentation. Un-inoculated brine samples at 5 and 8% of salt were used as control. The fermentation was monitored till 120 days through physico-chemical and microbiological analyses. In addition, volatile organic compounds and sensorial analyses were performed during the process and at the end of the fermentation, respectively. Lactic acid bacteria and yeasts were, in depth, studied by molecular methods and the occurrence of the potential probiotic N24 strain in the final products was determined. Results highlighted that inoculated brines exhibited a higher acidification and debittering rate than control ones. In addition, inoculated brines at 5% of salt exhibited higher polyphenols (hydoxytyrosol, tyrosol, and verbascoside) content compared to samples at 8% of NaCl, suggesting a stronger oleuropeinolytic activity of the starter at low salt concentration. Lactobacilli and yeasts dominated during the fermentation process, with the highest occurrence of L. plantarum and Wickerhamomyces anomalus, respectively. Moreover, the potential probiotic L. paracasei N24 strain was able to survive in the final product. Hence, the sequential inoculum of beta-glucosidase positive and potential probiotic strains could be proposed as a suitable technology to produce low salt Sicilian table olives.Entities:
Keywords: NaCl reduction; healthy olives; microbial debittering; molecular approach; starter cultures
Year: 2019 PMID: 30800110 PMCID: PMC6376858 DOI: 10.3389/fmicb.2019.00174
Source DB: PubMed Journal: Front Microbiol ISSN: 1664-302X Impact factor: 5.640
Results of pH and titratable acidity values in olive brines expressed as means and standard deviations at different time of fermentations.
| F1 | 5.9 ± 0.02ab | 4.6 ± 0.01bc | 4.4 ± 0.01bc | 4.4 ± 0.03c | 4.2 ± 0.03 |
| F2 | 6.3 ± 0.02c | 4.5 ± 0.01ab | 4.3 ± 0.01ab | 4.2 ± 0.02a | 4.2 ± 0.01b |
| F3 | 6.1 ± 0.01abc | 4.4 ± 0.03a | 4.4 ± 0.02bc | 4.3 ± 0.01b | 4.3 ± 0.03b |
| F4 | 5.9 ± 0.02ab | 4.4 ± 0.02a | 4.4 ± 0.03bc | 4.2 ± 0.01a | 4.0 ± 0.02a |
| F5 | 5.9 ± 0.01ab | 4.6 ± 0.01bc | 4.5 ± 0.07c | 4.4 ± 0.01c | 4.3 ± 0.03b |
| F6 | 6.1 ± 0.02abc | 4.7 ± 0.07c | 4.5 ± 0.03c | 4.4 ± 0.03c | 4.2 ± 0.02b |
| F7 | 6.2 ± 0.03bc | 4.5 ± 0.04ab | 4.2 ± 0.01a | 4.5 ± 0.03d | 4.3 ± 0.04b |
| F8 | 5.8 ± 0.03a | 4.6 ± 0.04bc | 4.4 ± 0.01bc | 4.3 ± 0.02b | 4.3 ± 0.08b |
| F1 | 0.0225 ± 0.003a | 0.356 ± 0.001bc | 0.401 ± 0.001ab | 0.436 ± 0.015bc | 0.413 ± 0.016abc |
| F2 | 0.1010 ± 0.015b | 0.367 ± 0.017c | 0.430 ± 0.007b | 0.526 ± 0.016d | 0.528 ± 0.013d |
| F3 | 0.0135 ± 0.002a | 0.307 ± 0.007a | 0.368 ± 0.020a | 0.379 ± 0.032ab | 0.436 ± 0.015bc |
| F4 | 0.0082 ± 0.002a | 0.329 ± 0.008ab | 0.363 ± 0.003a | 0.458 ± 0.016c | 0.458 ± 0.017c |
| F5 | 0.0133 ± 0.003a | 0.374 ± 0.008c | 0.396 ± 0.007ab | 0.419 ± 0.008bc | 0.385 ± 0.007a |
| F6 | 0.0067 ± 0.001a | 0.385 ± 0.007c | 0.408 ± 0.08ab | 0.419 ± 0.008bc | 0.396 ± 0.007ab |
| F7 | 0.0082 ± 0.002a | 0.318 ± 0.008a | 0.372 ± 0.005a | 0.352 ± 0.008a | 0.396 ± 0.008ab |
| F8 | 0.0077 ± 0.001a | 0.318 ± 0.008a | 0.363 ± 0.008a | 0.396 ± 0.007abc | 0.420 ± 0.007abc |
Data in the same column with different letters are significantly different at P < 0.01.
Results of the analyzed phenols in olive brines expressed as means (mg/l) and standard deviations at different time of fermentations.
| F5A | 4.77 ± 0.01c | 104.13 ± 0.78e | 128.14 ± 0.36c | 199.81 ± 0.69c | 267.34 ± 5.56f |
| F5B | 5.24 ± 0.11d | 95.68 ± 0.34d | 101.38 ± 3.86a | 166.81 ± 0.79b | 180.12 ± 0.63d |
| F5C | 3.14 ± 0.04b | 86.86 ± 0.16c | 112.14 ± 0.23b | 137.87 ± 1.38a | 174.32 ± 1.37cd |
| F5D | 3.25 ± 0.06b | 84.93 ± 0.17bc | 113.47 ± 0.41b | 151.95 ± 0.49ab | 160.50 ± 3.87ab |
| F8A | 4.97 ± 0.01c | 94.16 ± 2.28d | 121.63 ± 1.75c | 191.93 ± 0.11c | 192.66 ± 0.30e |
| F8B | 4.98 ± 0.02c | 89.57 ± 1.67cd | 112.21 ± 1.99b | 153.63 ± 0.47ab | 172.98 ± 0.15cd |
| F8C | 3.05 ± 0.08b | 56.89 ± 3.17a | 112.21 ± 0.49ab | 142.40 ± 0.47a | 167.71 ± 2.05bc |
| F8D | 2.54 ± 0.07a | 80.65 ± 0.88b | 102.57 ± 2.00a | 147.98 ± 0.69ab | 152.78 ± 0.90a |
| F5A | 0.0 ± 0.0 | 8.89 ± 0.01d | 10.29 ± 0.06b | 14.77 ± 0.80e | 19.56 ± 0.16d |
| F5B | 0.0 ± 0.0 | 8.32 ± 0.37d | 10.28 ± 1.12b | 14.17 ± 0.09de | 13.52 ± 0.01bc |
| F5C | 0.0 ± 0.0 | 7.36 ± 0.02c | 9.37 ± 0.05ab | 11.29 ± 0.16a | 13.62 ± 0.14c |
| F5D | 0.0 ± 0.0 | 7.45 ± 0.01c | 9.66 ± 0.02ab | 12.58 ± 0.04bc | 12.66 ± 0.30abc |
| F8A | 0.0 ± 0.0 | 6.79 ± 0.27bc | 9.35 ± 0.06ab | 13.56 ± 0.24cd | 13.51 ± 0.35bc |
| F8B | 0.0 ± 0.0 | 6.62 ± 0.21b | 8.03 ± 0.36a | 10.98 ± 0.03a | 12.08 ± 0.06a |
| F8C | 0.0 ± 0.0 | 4.80 ± 0.06a | 8.58 ± 0.08 | 11.29 ± 0.04a | 12.57 ± 0.45ab |
| F8D | 0.0 ± 0.0 | 6.78 ± 0.04bc | 8.32 ± 0.05a | 11.80 ± 0.04ab | 11.66 ± 0.24a |
| F5A | 0.0 ± 0.0 | 16.07 ± 2.85b | 21.97 ± 0.39e | 35.60 ± 1.61c | 50.62 ± 0.59d |
| F5B | 0.0 ± 0.0 | 15.41 ± 2.12b | 11.51 ± 0.71bc | 20.47 ± 0.93ab | 21.41 ± 0.18ab |
| F5C | 0.0 ± 0.0 | 9.08 ± 0.22a | 13.51 ± 0.36d | 19.86 ± 2.14ab | 23.43 ± 0.62abc |
| F5D | 0.0 ± 0.0 | 8.30 ± 0.11a | 12.01 ± 0.33bc | 15.09 ± 0.45a | 18.81 ± 1.30a |
| F8A | 0.0 ± 0.0 | 9.06 ± 0.51a | 12.26 ± 0.05bcd | 26.99 ± 3.80b | 28.48 ± 1.22bc |
| F8B | 0.0 ± 0.0 | 8.32 ± 0.18a | 9.99 ± 0.15a | 22.38 ± 2.03ab | 24.64 ± 0.50abc |
| F8C | 0.0 ± 0.0 | 7.55 ± 0.10a | 12.79 ± 0.03cd | 19.22 ± 0.56a | 31.94 ± 3.60c |
| F8D | 0.0 ± 0.0 | 9.13 ± 0.24a | 11.19 ± 0.01b | 18.84 ± 1.29a | 24.02 ± 1.27abc |
| F5A | 0.0 ± 0.0 | 31.69 ± 2.39cd | 32.36 ± 1.95ab | 50.73 ± 0.17bc | 65.39 ± 0.41d |
| F5B | 0.0 ± 0.0 | 31.61 ± 1.10cd | 28.91 ± 3.11a | 54.53 ± 0.63cd | 58.57 ± 1.78c |
| F5C | 0.0 ± 0.0 | 30.03 ± 0.21cd | 31.72 ± 0.06ab | 33.32 ± 0.42a | 44.04 ± 0.16a |
| F5D | 0.0 ± 0.0 | 29.41 ± 0.25bc | 37.59 ± 0.71bc | 55.40 ± 0.93de | 52.57 ± 0.68b |
| F8A | 0.0 ± 0.0 | 32.32 ± 0.91cd | 36.45 ± 3.38bc | 59.66 ± 0.90e | 57.66 ± 1.39c |
| F8B | 0.0 ± 0.0 | 33.91 ± 1.27d | 40.85 ± 1.22c | 59.75 ± 1.56e | 56.92 ± 1.75bc |
| F8C | 0.0 ± 0.0 | 18.37 ± 0.40a | 32.29 ± 0.23ab | 35.25 ± 2.31a | 42.53 ± 1.64a |
| F8D | 0.0 ± 0.0 | 25.26 ± 0.41b | 31.93 ± 0.18ab | 47.92 ± 0.81b | 45.75 ± 0.74a |
a–f: for each phenols, data in the same column with different superscript letters are significantly different P < 0.01.
Microbial counts expressed as log10 CFU/ml of 3 replicates ± standard deviation of the main microbial groups detected in experimental brine samples during the fermentation process.
| F5A | 7.34 ± 0.03f | 7.14 ± 0.03d | 7.44 ± 0.03f | 6.79 ± 0.05e | 5.86 ± 0.04c |
| F5B | 7.28 ± 0.02bd | 6.99 ± 0.10d | 7.95 ± 0.03g | 7.43 ± 0.02f | 6.43 ± 0.01e |
| F5C | 6.90 ± 0.07f | 6.57 ± 0.10c | 6.35 ± 0.03d | 5.82 ± 0.03c | 5.63 ± 0.02d |
| F5D | 6.93 ± 0.02be | 6.44 ± 0.07c | 6.12 ± 0.06c | 6.15 ± 0.08d | 6.94 ± 0.06f |
| F8A | 6.72 ± 0.07acd | 5.84 ± 0.08ab | 5.76 ± 0.06b | 5.35 ± 0.03ab | 4.95 ± 0.03a |
| F8B | 6.87 ± 0.03bc | 5.72 ± 0.03a | 6.86 ± 0.02e | 6.94 ± 0.03e | 6.47 ± 0.09e |
| F8C | 6.58 ± 0.10a | 5.95 ± 0.02b | 5.38 ± 0.07a | 5.26 ± 0.05a | 5.21 ± 0.05b |
| F8D | 6.74 ± 0.03acde | 5.64 ± 0.11a | 5.51 ± 0.06a | 5.51 ± 0.08b | 5.61 ± 0.06d |
| F5A | 7.11 ± 0.07eg | 7.73 ± 0.11h | 7.44 ± 0.06c | 6.92 ± 0.05d | 6.26 ± 0.13a |
| F5B | 7.20 ± 0.06fg | 7.74 ± 0.11h | 8.83 ± 0.07ef | 8.49 ± 0.09h | 8.29 ± 0.04c |
| F5C | 6.09 ± 0.06a | 6.97 ± 0.06cfg | 6.78 ± 0.06b | 6.21 ± 0.42ac | 6.02 ± 0.11a |
| F5D | 6.22 ± 0.06ab | 6.73 ± 0.08deg | 8.64 ± 0.10d | 7.86 ± 0.06ef | 7.16 ± 0.09b |
| F8A | 7.68 ± 0.18h | 6.69 ± 0.05bcd | 7.03 ± 0.08ab | 6.38 ± 0.09bc | 6.18 ± 0.06a |
| F8B | 7.02 ± 0.08def | 6.74 ± 0.01bef | 8.14 ± 0.09fg | 7.98 ± 0.09fg | 7.10 ± 0.10b |
| F8C | 6.59 ± 0.15bc | 6.25 ± 0.10a | 6.56 ± 0.06a | 6.00 ± 0.07ab | 5.87 ± 0.03a |
| F8D | 6.68 ± 0.07cd | 6.12 ± 0.05a | 8.58 ± 0.12eg | 7.63 ± 0.38eg | 6.94 ± 0.10b |
| F5A | 4.04 ± 0.04de | 4.53 ± 0.05ce | 5.03 ± 0.04b | 7.22 ± 0.10d | 8.39 ± 0.12c |
| F5B | 4.37 ± 0.12e | 4.56 ± 0.10c | 6.80 ± 0.04d | 7.14 ± 0.12d | 7.07 ± 0.13b |
| F5C | 3.77 ± 0.10cd | 4.11 ± 0.14be | 6.12 ± 0.12c | 6.42 ± 0.09c | 7.11 ± 0.14b |
| F5D | 3.47 ± 0.10bc | 6.06 ± 0.08f | 5.79 ± 0.04c | 5.55 ± 0.05a | 6.93 ± 0.09b |
| F8A | 3.04 ± 0.04a | 3.16 ± 0.12a | 4.37 ± 0.03a | 5.64 ± 0.03a | 7.06 ± 0.12b |
| F8B | 3.05 ± 0.03ab | 4.03 ± 0.03b | 6.13 ± 0.14c | 6.51 ± 0.03bc | 6.04 ± 0.04a |
| F8C | 3.35 ± 0.14abc | 4.64 ± 0.04c | 6.06 ± 0.06c | 6.65 ± 0.03bc | 7.22 ± 0.10b |
| F8D | 3.24 ± 0.12ab | 3.42 ± 0.13a | 4.66 ± 0.13ab | 5.33 ± 0.03a | 6.24 ± 0.05a |
| F5A | 4.08 ± 0.07a | 4.40 ± 0.13c | 4.62 ± 0.03a | 4.25 ± 0.11c | 3.74 ± 0.20bc |
| F5B | 4.03 ± 0.09a | 4.70 ± 0.13d | 4.80 ± 0.10ab | 3.42 ± 0.21ab | 3.04 ± 0.06a |
| F5C | 4.15 ± 0.20a | 4.30 ± 0.24a | 4.41 ± 0.15a | 3.68 ± 0.52ab | 3.21 ± 0.08a |
| F5D | 4.06 ± 0.14a | 4.80 ± 0.05e | 4.79 ± 0.20ab | 3.27 ± 0.27a | 3.07 ± 0.11a |
| F8A | 4.85 ± 0.08b | 5.28 ± 0.22f | 4.83 ± 0.16ab | 4.81 ± 0.10d | 4.28 ± 0.14d |
| F8B | 4.21 ± 0.10a | 4.85 ± 0.07b | 5.03 ± 0.15b | 4.77 ± 0.17d | 3.98 ± 0.03cd |
| F8C | 4.80 ± 0.23b | 5.38 ± 0.10b | 5.01 ± 0.09b | 3.76 ± 0.14b | 3.51 ± 0.29ab |
| F8D | 4.31 ± 0.10a | 4.71 ± 0.24b | 5.08 ± 0.12b | 4.47 ± 0.20cd | 3.48 ± 0.19ab |
| F5A | 2.66 ± 0.31a | 1.19 ± 0.15a | <1 | <1 | <1 |
| F5B | 2.29 ± 0.09a | 1.49 ± 0.31a | <1 | <1 | <1 |
| F5C | 2.28 ± 0.17a | 1.36 ± 0.41a | <1 | <1 | <1 |
| F5D | 4.01 ± 0.11cd | 3.38 ± 0.29c | 2.18 ± 0.09a | 1.63 ± 0.15a | 1.55 ± 0.19a |
| F8A | 3.31 ± 0.21b | 3.06 ± 0.10bc | 2.16 ± 0.15a | 1.38 ± 0.27a | 1.21 ± 0.15a |
| F8B | 3.88 ± 0.16bc | 3.32 ± 0.19bc | 2.57 ± 0.23a | 1.14 ± 0.10a | 1.63 ± 0.14a |
| F8C | 3.41 ± 0.15bd | 2.72 ± 0.39b | 2.00 ± 0.18a | 1.31 ± 0.17a | 1.27 ± 0.17a |
| F8D | 3.43 ± 0.11bd | 2.75 ± 0.11b | 2.04 ± 0.06a | 1.28 ± 0.20a | 1.24 ± 0.14a |
a–h: for each medium, data in the same column with different superscript letters are significantly different (P < 0.05).
Figure 1Isolation frequency, expressed in percentage, of LAB species throughout the fermentation (A) and in the experimental brine samples (B).
Figure 2Dendrogram generated after bioinformatics analysis with Bionumerics 6.6 software package of the rep-PCR profiles obtained with GTG5 (A). Isolation frequency (%) of yeasts during the fermentation time of Nocellara Etnea table olives (B). Distribution of yeast species in different experimental brine samples (C).
Figure 3Dendrogram generated after cluster analysis of the digitized GTG5-PCR fingerprints of the Lactobacillus paracasei strains isolated from F5B, F5D, F8B, and F8D brine samples at 120 days of fermentation.
Volatile organic compounds (VOCs) expressed as μg/l of experimental brine samples at 60 and 120 days of fermentation.
| Acetic acid | 24.78 | 0.00a | 26.43b | 58.74e | 46.26d | 77.75f | 72.30f | 96.15g | 44.02d | 39.67c | 29.76b | 35.47c | 50.02de | 62.01e | 58.14e | 106.25h | 35.60c | 34.45c |
| Propionic acid | 29.74 | 0.00a | 4.15d | 3.62d | 5.22e | 32.50f | 1.01b | 2.31c | 0.00a | 1.02b | 5.84e | 0.00a | 2.06c | 0.65b | 0.00ha | 3.14d | 0.00a | 0.96b |
| Isobutyric acid | 31.43 | 0.00a | 0.91b | 0.25b | 1.28bc | 3.10c | 0.98b | 1.98c | 0.00a | 0.00a | 1.02b | 0.00a | 6.56d | 2.01c | 0.00a | 2.26c | 0.00a | 0.00a |
| Butanoic acid | 35.01 | 0.00a | 0.32b | 0.62b | 0.90b | 4.37c | 0.00a | 0.15b | 5.55c | 0.00a | 0.62b | 0.00a | 1.05b | 10.60d | 0.00a | 0.96b | 0.00a | 0.00a |
| Hexanoic acid | 36.19 | 0.00a | 8.96b | 27.89f | 7.61b | 31.99f | 0.00a | 13.67cd | 0.00a | 0.00a | 10.54c | 0.00a | 18.21e | 34.12f | 0.00a | 12.63c | 0.00a | 14.89a |
| 2-Ethyleptanoic acid | 57.20 | 0.00a | 7.69d | 1.12b | 9.21e | 1.04b | 0.00a | 9.82e | 0.00a | 0.00a | 9.99e | 0.00a | 3.16c | 1.89b | 0.00a | 9.87e | 0.00a | 0.00 |
| Ethanol | 3.33 | 6.77a | 290.25c | 151.13b | 315.24c | 162.54b | 582.12d | 1325.14e | 164.48b | 83.96b | 305.17c | 164.48b | 639.44d | 669.21d | 615.98d | 1485.32e | 152.36b | 125.87b |
| Isoamylalcohol | 11.58 | 0.00a | 79.84d | 2.61a | 48.91c | 69.71d | 78.83d | 118.13e | 22.14b | 20.16b | 83.78d | 3.01a | 75.12d | 78.65d | 78.01d | 129.58e | 1.03a | 23.04b |
| 1-Hexanol | 19.23 | 0.00a | 9.52bc | 8.44b | 12.47c | 15.86d | 13.15c | 20.14e | 13.52c | 11.33c | 10.03c | 7.55b | 18.39e | 15.19d | 13.84c | 21.06e | 3.69a | 3.52a |
| cis Hexen 1 ol | 20.84 | 0.00a | 21.01d | 22.63d | 29.82e | 28.56e | 59.62g | 83.22i | 14.25c | 7.86b | 22.97d | 31.24e | 71.98h | 52.12f | 61.24g | 89.61i | 5.12b | 1.14a |
| 3-Octenol | 25.13 | 0.00a | 0.00a | 0.96a | 0.86a | 1.99b | 2.05b | 2.63bc | 0.00a | 0.00a | 0.00a | 0.62a | 3.92d | 1.84b | 1.16a | 2.98c | 0.00a | 0.00a |
| 1-Eptanol | 25.79 | 2.98b | 3.10b | 3.54b | 5.01c | 5.03c | 12.13e | 5.14c | 1.07a | 0.93a | 2.44b | 2.58b | 8.52d | 3.01b | 9.84d | 6.23c | 0.00a | 0.00a |
| 1-Octanol | 31.12 | 19.58f | 68.11i | 34.99h | 2.84b | 11.84d | 23.14g | 3.21c | 0.86a | 0.51a | 65.28i | 37.37h | 9.68c | 8.72c | 23.69g | 3.02b | 14.32e | 0.00a |
| 1-Nonanol | 35.91 | 4.11c | 0.00a | 1.05b | 0.00a | 0.00a | 23.96d | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 22.10d | 0.00a | 0.00a | 0.00a |
| Benzyl alcohol | 47.77 | 0.00a | 7.42c | 14.26d | 9.63c | 13.65d | 13.68d | 1.01a | 4.42b | 3.63b | 8.12c | 9.08c | 29.63g | 22.13f | 16.54e | 0.00a | 0.00a | 0.00 |
| Phenylethyl alcohol | 50.96 | 0.00a | 39.83c | 47.96cd | 69.72d | 128.14ef | 102.56e | 103.89e | 55.56d | 24.18b | 41.26c | 56.97d | 105.89e | 145.12f | 114.21e | 104.56e | 52.85d | 38.31a |
| 1-U < 1ecanol | 53.54 | 27.49c | 0.00a | 0.00a | 0.00a | 0.00a | 3.14b | 0.23a | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 3.96b | 0.00a | 0.00a | 0.00a |
| Ethyl acetate | 2.75 | 0.00a | 140.11b | 145.91b | 129.71b | 149.52b | 147.22b | 248.78d | 136.82b | 298.72e | 205.62c | 244.42d | 132.71b | 178.12c | 205.61c | 325.16e | 222.53 | 195.93 |
| Ethyl propanoate | 3.56 | 0.00a | 5.71b | 1.49a | 0.00a | 7.02b | 0.00a | 0.00a | 0.00a | 0.00a | 7.69b | 7.71b | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a |
| Ethyl butanoate | 4.07 | 0.00a | 0.00a | 2.50a | 1.88a | 9.02c | 3.96b | 1.02a | 0.00a | 0.00a | 7.53c | 0.00a | 2.48a | 10.86c | 8.88c | 0.00a | 0.00a | 0.00a |
| Methyl 2-methylbutanoate | 5.44 | 0.00a | 0.00a | 8.37b | 15.12c | 91.13g | 12.33c | 61.20e | 11.72c | 0.00a | 0.00a | 22.94d | 6.42b | 83.25g | 25.84d | 70.58f | 10.83bc | 14.18c |
| Methyl 3-methylbutanoate | 5.85 | 0.00a | 0.00a | 0.72a | 12.09e | 61.05g | 1.04a | 8.52d | 0.00a | 1.14a | 0.00a | 16.24f | 6.23c | 16.14f | 2.51b | 10.58e | 0.00a | 15.42f |
| Isoamylacetate | 7.47 | 0.00a | 8.52c | 0.44a | 8.13c | 10.28c | 105.31l | 39.18f | 96.21i | 25.47e | 16.18d | 38.55f | 5.62b | 18.12d | 3.46b | 44.01g | 54.99h | 57.92h |
| Methyl hexanoate | 9.90 | 0.00a | 0.00a | 2.43a | 0.00a | 0.00a | 0.00a | 0.21a | 0.00a | 0.47a | 14.83b | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a |
| Ethyl hexanoate | 12.29 | 0.00a | 0.00a | 0.46a | 7.58c | 4.02b | 3.65b | 3.68b | 0.00a | 0.00a | 0.00a | 0.00a | 11.13e | 9.06d | 9.01d | 5.12b | 0.00a | 0.00a |
| Ethyl lactate | 18.49 | 0.00a | 0.00a | 6.14b | 29.34e | 39.42f | 10.97c | 31.74e | 0.00a | 5.11b | 0.00a | 0.00a | 32.67e | 52.36h | 23.12d | 45.49g | 0.00a | 0.00a |
| Methyl 2-hydroxy-3-methylbutanoate | 23.10 | 0.00a | 0.00a | 0.00a | 0.00a | 3.96b | 0.21a | 7.76c | 0.00a | 0.00a | 0.00a | 11.09d | 0.00a | 4.05b | 0.00a | 8.23c | 0.00a | 0.00a |
| Ethyl octanoate | 23.44 | 0.00a | 0.00a | 2.95c | 1.87b | 0.26a | 1.48b | 1.02b | 0.00a | 4.60c | 0.00a | 0.00a | 3.02c | 0.75b | 9.09d | 1.81b | 0.00a | 0.00a |
| Ethyl-3-hydroxybutyrate | 28.92 | 0.00a | 18.04d | 9.20c | 12.47c | 6.99b | 0.00a | 0.80a | 0.00a | 8.17b | 0.00a | 0.00a | 3.82b | 6.31b | 0.00a | 1.63b | 0.00a | 10.85c |
| Ethyl 2-hydroxy-4-methylpentanoate | 30.00 | 0.00a | 1.50a | 10.49e | 6.15c | 7.54d | 3.96b | 7.14d | 9.38e | 4.67c | 3.60b | 5.06c | 11.36f | 12.12f | 6.77cd | 14.75g | 3.54b | 5.60c |
| Methyl decanoate | 32.95 | 2.95b | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 0.00a | 0.23a | 0.00a | 0.00a |
| Ethyl decanoate | 35.77 | 0.00a | 0.00a | 0.00a | 1.24b | 0.33a | 1.97b | 2.23b | 0.00a | 0.00a | 0.00a | 0.00a | 1.68b | 1.46b | 1.86b | 4.96c | 0.00a | 0.00a |
| Ethyl benzoate | 36.74 | 0.00a | 0.00a | 0.95b | 13.82d | 3.68c | 1.45b | 1.88b | 0.00a | 0.00a | 0.00a | 0.00a | 14.58d | 5.02c | 2.41b | 5.12c | 0.00a | 0.00a |
| Acetic acid, 2 phenylethyl | 43.01 | 0.00a | 0.00a | 1.68b | 7.28d | 2.13b | 0.68a | 1.63b | 0.00a | 0.00a | 0.00a | 0.00a | 1.73b | 2.36b | 1.72b | 4.16c | 0.00a | 0.00a |
| Methyl hydrocinnamate | 45.91 | 1.14b | 0.00a | 3.65c | 0.00a | 7.61e | 5.23d | 2.22b | 0.00a | 0.00a | 0.00a | 0.00a | 10.03f | 12.13f | 10.36f | 5.16d | 0.00a | 0.00a |
| Ethyl dodecanoate | 46.20 | 0.00a | 0.00a | 0.00a | 8.36c | 0.48a | 0.71a | 9.04c | 6.03b | 0.00a | 8.55c | 0.00a | 12.12d | 1.58a | 1.12a | 21.85 | 0.00 | 0.00 |
| Ethyl hydrocinnamate | 48.97 | 0.00a | 7.58c | 3.12b | 28.56l | 17.05g | 34.18m | 20.11h | 24.80i | 15.28f | 10.22cd | 12.86e | 32.15m | 19.48h | 66.86n | 10.98d | 14.82f | 8.96c |
| Octanal | 14.81 | 14.12e | 10.58d | 6.70c | 6.52c | 5.98bc | 6.48c | 5.12b | 0.00a | 0.61a | 9.21d | 10.64d | 13.58e | 5.86b | 4.47b | 9.36d | 0.00a | 0.00a |
| Nonanal | 20.78 | 65.32l | 40.78h | 4.25b | 11.93d | 31.85g | 14.56d | 18.17e | 13.25d | 0.00a | 32.76g | 52.07i | 19.63e | 9.86c | 14.02d | 25.12f | 24.46f | 1.76b |
| 3-Octanal | 21.64 | 0.00a | 0.00a | 1.90b | 1.58b | 1.96b | 2.36b | 2.36b | 1.74b | 0.79a | 0.00a | 26.47e | 2.56b | 1.02a | 2.36b | 2.15b | 12.78d | 5.27c |
| Decanal | 26.85 | 68.82h | 30.75f | 41.89g | 6.78b | 18.44d | 9.57c | 9.99a | 7.46b | 0.00a | 24.09e | 0.00a | 5.69b | 5.68b | 11.00c | 18.96d | 0.00a | 7.47b |
| Benzaldehyde | 28.08 | 1.64b | 5.29c | 7.78d | 10.02e | 13.91f | 11.32e | 15.07f | 10.26e | 0.00a | 54.22h | 28.23g | 11.63e | 12.02e | 10.99e | 15.73f | 8.10d | 2.05b |
| Guaiacol | 47.25 | 0.00a | 0.00a | 2.99b | 0.00a | 29.08d | 57.16e | 61.12f | 12.85c | 3.58b | 0.00a | 0.00a | 0.00a | 11.02c | 56.23e | 53.01e | 0.00a | 0.00a |
| Creosol | 52.57 | 0.00a | 102.59h | 43.69e | 10.50b | 98.65g | 17.89bc | 44.32e | 12.54a | 52.36 | 95.11 | 106.62 | 3.16 | 23.14 | 19.67 | 28.15 | 0.00 | 0.00 |
| Phenol | 55.36 | 0.00a | 0.00a | 0.63a | 1.33b | 3.56c | 5.69d | 9.75e | 1.56b | 2.58c | 0.00a | 0.00a | 0.23a | 1.02b | 4.50d | 10.42e | 0.00a | 0.00a |
| 4-Ethyl phenol | 63.20 | 0.00a | 0.00a | 2.59b | 10.11d | 13.40e | 35.28g | 31.03h | 0.00a | 13.93e | 42.27h | 40.59h | 4.41c | 8.01d | 32.06g | 18.98f | 5.61c | 2.24b |
| Total | 217.02 | 938.99 | 692.74 | 907.35 | 1226.39 | 1483.33 | 2431.91 | 670.49 | 630.72 | 1128.70 | 971.86 | 1392.27 | 1618.07 | 1552.63 | 2739.17 | 622.63 | 569.83 |
a–h: for each compound different superscript letters in the same raw are significantly different (P < 0.05). Bold value indicates VOCs class and the total of them.
Figure 4Heat map of correlation between VOCs and F5 (A-D) and F8 (A-D) brine samples at 60 and 120 days of fermentation. The colors of the scale bar denote the nature of the correlation, with 1 indicating a perfectly positive correlation (green) and −1 indicating a perfectly negative correlation (red) between VOCs and brine samples.
Sensory data obtained for the evaluation of fruits in the different treatments assayed.
| F5A | 1.1 ± 0.18a | 0.6 ± 0.29a | 0.6 ± 0.22a | 0.2 ± 0.14a | 0.6 ± 0.26a | 1.6 ± 0.12a | 1.3 ± 0.24a | 2.7 ± 0.18a | 5.4 ± 0.11a | 2.3 ± 0.09a | 6.4 ± 0.24b | 2.1 ± 0.06a | 7.2 ± 0.26a | 7.5 ± 0.04a |
| F5B | 1.1 ± 0.37a | 0.5 ± 0.43a | 0.6 ± 0.16a | 0.3 ± 0.11a | 0.8 ± 0.21a | 1.5 ± 0.29a | 1.2 ± 0.28a | 2.5 ± 0.26a | 5.3 ± 0.33a | 2.0 ± 0.14a | 6.0 ± 0.21a | 2.8 ± 0.45a | 7.5 ± 0.19a | 9.8 ± 0.41b |
| F5C | 1.3 ± 0.21a | 0.6 ± 0.34a | 0.8 ± 0.24a | 0.4 ± 0.21a | 0.6 ± 0.09a | 1.6 ± 0.26a | 1.0 ± 0.31a | 7.9 ± 0.12b | 5.4 ± 0.25a | 6.7 ± 0.24b | 5.9 ± 0.33a | 2.2 ± 0.28a | 7.6 ± 0.21a | 6.9 ± 0.11a |
| F5D | 1.1 ± 0.38a | 0.5 ± 0.26a | 0.7 ± 0.26a | 0.3 ± 0.04a | 0.7 ± 0.19a | 1.6 ± 0.61a | 0.8 ± 0.21a | 2.9 ± 0.21a | 5.8 ± 0.34a | 6.9 ± 0.29b | 6.3 ± 0.25a | 2.5 ± 0.36a | 7.7 ± 0.28a | 6.7 ± 0.32a |
| F8A | 1.1 ± 0.26a | 0.4 ± 0.22a | 0.5 ± 0.18a | 0.3 ± 0.04a | 0.5 ± 0.24a | 1.4 ± 0.58a | 1.2 ± 0.39a | 2.7 ± 0.61a | 5.4 ± 0.10a | 2.5 ± 0.09a | 6.2 ± 0.18a | 2.7 ± 0.29a | 7.6 ± 0.35a | 7.6 ± 0.09a |
| F8B | 1.3 ± 0.24a | 0.6 ± 0.28a | 0.8 ± 0.23a | 0.2 ± 0.35a | 0.5 ± 0.22a | 1.4 ± 0.29a | 0.9 ± 0.15a | 2.6 ± 0.86a | 5.6 ± 0.06a | 2.6 ± 0.32a | 5.9 ± 0.24a | 2.1 ± 0.43a | 7.5 ± 0.32a | 9.3 ± 0.45b |
| F8C | 1.4 ± 0.27a | 0.4 ± 0.21a | 0.5 ± 0.26a | 0.4 ± 0.25a | 0.7 ± 0.13a | 1.5 ± 0.54a | 1.3 ± 0.44a | 8.8 ± 0.37c | 5.7 ± 0.21a | 7.3 ± 0.43b | 6.2 ± 0.05a | 2.7 ± 0.51a | 7.6 ± 0.33a | 6.4 ± 0.42a |
| F8D | 1.4 ± 0.32a | 0.3 ± 0.35a | 0.7 ± 0.28a | 0.4 ± 0.23a | 0.8 ± 0.31a | 1.4 ± 0.61a | 1.3 ± 0.43a | 2.9 ± 0.53a | 5.7 ± 0.34a | 7.2 ± 0.32b | 6.4 ± 0.09a | 2.5 ± 0.44a | 7.8 ± 0.31a | 6.8 ± 0.38a |
a–c: for each descriptor, in the same column, with different superscript letters are significantly different (P < 0.05).