Submitted:
31 December 2024
Posted:
06 January 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Grape varieties and winemaking
2.2. Reagents and standards
2.3. Standard physicochemical parameters
2.4. Microbiological protocol
2.4.1. Experimental protocol for yeast strains' growth conditions
2.4.2. Evaluation of yeast concentration
2.5. Quantification of volatile compounds
2.6. Colour measurements
2.7. Sensory analyses
2.8. Statistical analyses
3. Results and discussion
3.1. Physico-chemical parameters
3.2. Colour measurements
3.3. Microbiological results
3.4. Volatile compounds
3.5. Sensory analyses
4. Conclusions
Author Contributions
Funding
Institutional Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Variant | Yeast | cfu/mL | SO2 mL | DMDC mg/L | Variant | Yeast | cfu/mL | SO2 ml | DMDC mg/L |
Variant | Yeast | SO2 mL | cfu/ mL |
DMDC mg/L |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| V1 | Without yeast | 0 | 40 | 0 | V16 | Without yeast | 0 | 80 | 0 | V31 | Without yeast | 160 | 0 | 0 |
| V2 | 100 | V17 | 100 | V32 | 100 | |||||||||
| V3 | 200 | V18 | 200 | V33 | 200 | |||||||||
| V4 |
Brettanomyces bruxellensis |
30 | 0 | V19 |
Brettanomyces bruxellensis |
30 | 0 | V34 |
Brettanomyces bruxellensis |
30 | 0 | |||
| V5 | 100 | V20 | 100 | V35 | 100 | |||||||||
| V6 | 200 | V21 | 200 | V36 | 200 | |||||||||
| V7 | 100 | 0 | V22 | 100 | 0 | V37 | 100 | 0 | ||||||
| V8 | 100 | V23 | 100 | V38 | 100 | |||||||||
| V9 | 200 | V24 | 200 | V39 | 200 | |||||||||
| V10 | Schizzossacharomyces pombe | 30 | 0 | V25 | Schizossacharomyces pombe | 30 | 0 | V40 | Schizossacharomyces pombe | 30 | 0 | |||
| V11 | 100 | V26 | 100 | V41 | 100 | |||||||||
| V12 | 200 | V27 | 200 | V42 | 200 | |||||||||
| V13 | 100 | 0 | V28 | 100 | 0 | V43 | 100 | 0 | ||||||
| V14 | 100 | V29 | 100 | V44 | 100 | |||||||||
| V15 | 200 | V30 | 200 | V45 | 200 |
| Variants | Alc. strength % vol. alc. |
Tot. acidity g/L ac. tartaric |
Vol. acidity g/L ac. |
Res. sugars g/L |
Density | pH | Free SO2 mg/L |
Tot. SO2 mg/L |
|---|---|---|---|---|---|---|---|---|
| 40 mg/L SO2 with/without DMDC | ||||||||
| V1 | 14.20±0.23ab | 5.80±0.04a | 0.30±0.13a | 20.70±0.19ghi | 0.9971±0.24a | 3.42±0.07a | 10±0.24b | 40±0.05b |
| V2 | 14.30±0.04abc | 5.80±0.16a | 0.27±0.23a | 21.10±0.13ijk | 0.9969±0.05a | 3.40±0.08a | 10±0.15b | 40±0.12b |
| V3 | 14.30±0.19abc | 5.82±0.13a | 0.21±0.19a | 21.60±0.07lmno | 0.9972±0.04a | 3.26±0.16a | 11±0.18b | 40±0.15b |
| V4 | 14.60±0.07abcde | 6.20±0.16a | 0.19±0.24a | 22.00±0.23o | 0.9975±0.13a | 3.36±0.04a | 10±0.11b | 40±0.18b |
| V5 | 14.70±0.03bcdef | 5.90±0.07a | 0.21±0.19a | 21.00±0.23jk | 0.9972±0.13a | 3.41±0.16a | 10±0.11b | 40±0.05b |
| V6 | 14.80±0.18cdef | 6.10±0.24a | 0.18±0.04a | 20.50±0.19fgh | 0.9970±0.23a | 3.23±0.13a | 11±0.15b | 40±0.19b |
| V7 | 14.50±0.24abcd | 5.90±0.04a | 0.28±0.07a | 21.80±0.13no | 0.9970±0.16a | 3.41±0.23a | 10±0.03b | 39±0.03a |
| V8 | 14.30±0.05abc | 5.90±0.04a | 0.26±0.24a | 19.90±0.16cde | 0.9972±0.05a | 3.41±0.01a | 10±0.03a | 39±0.11a |
| V9 | 14.50±0.12abcd | 5.90±0.04a | 0.19±0.23a | 21.30±0.24klm | 0.9970±0.13a | 3.24±0.16a | 11±0.11b | 40±0.05b |
| V10 | 15.00±0.23def | 6.00±0.13a | 0.21±0.19a | 21.70±0.01mno | 0.9967±0.16a | 3.38±0.24a | 10±0.19b | 39±0.13a |
| V11 | 14.80±0.08cdef | 6.12±0.16a | 0.20±0.13a | 21.20±0.19jkl | 0.9972±0.24a | 3.25±0.04a | 11±0.04b | 40±0.00b |
| V12 | 14.80±0.29cdef | 6.43±0.23a | 0.16±0.13a | 19.20±0.24b | 0.9972±0.08a | 3.26±0.04a | 11±0.22b | 40±0.05b |
| V13 | 14.70±0.16bcdef | 5.90±0.19a | 0.28±0.13a | 20.30±0.04efg | 0.9967±0.16a | 3.37±0.24a | 10±0.03b | 39±0.19a |
| V14 | 14.90±0.04def | 6.12±0.16a | 0.18±0.13a | 21.70±0.19mno | 0.9970±0.23a | 3.21±0.04a | 11±0.05b | 39±0.15a |
| V15 | 14.80±0.26cdef | 6.30±0.16a | 0.18±0.13a | 21.10±0.24ijk | 0.9972±0.04a | 3.23±0.23a | 11±0.11b | 40±0.19b |
| p-value (V1-V15) | <0.001* | 0.681 | 0.681 | <0.001* | 1.000 | 0.550 | 0.122 | 1.000 |
| 80 mg/L SO2 with/without DMDC | ||||||||
| V16 | 15.20±0.02f | 6.28±0.09a | 0.17±0.01a | 20.70±0.19ghi | 0.9969±0.08a | 3.25±0.13a | 31±0.24c | 79±0.13c |
| V17 | 15.20±0.13f | 6.12±0.01a | 0.18±0.08a | 21.30±0.02klm | 0.9968±0.03a | 3.21±0.08a | 31±0.05c | 79±0.05c |
| V18 | 15.10±0.01ef | 6.43±0.02a | 0.20±0.01a | 18.50±0.19a | 0.9971±0.11a | 3.26±0.04a | 31±0.07c | 79±0.24c |
| V19 | 15.10±0.08ef | 6.12±0.19a | 0.18±0.07a | 21.00±0.02ijk | 0.9971±0.07a | 3.21±0.15a | 31±0.11c | 79±0.11c |
| V20 | 15.10±0.11ef | 6.43±0.08a | 0.16±0.07a | 19.60±0.01bc | 0.9971±0.02a | 3.27±0.19a | 31±0.03c | 79±0.08c |
| V21 | 15.10±0.21ef | 6.12±0.19a | 0.20±0.13a | 21.40±0.01klmn | 0.9967±0.03a | 3.21±0.08a | 31±0.19c | 79±0.02c |
| V22 | 15.10±0.22ef | 6.12±0.02a | 0.18±0.08a | 21.60±0.07lmno | 0.9973±0.01a | 3.21±0.08a | 31±0.13c | 79±0.15c |
| V23 | 15.00±0.26def | 6.12±0.02a | 0.17±0.03a | 21.20±0.08jkl | 0.9970±0.15a | 3.20±0.07a | 31±0.05c | 79±0.12c |
| V24 | 15.00±0.06def | 6.28±0.13a | 0.18±0.01a | 21.90±0.15o | 0.9975±0.02a | 3.21±0.03a | 31±0.09c | 79±0.03c |
| V25 | 15.00±0.11def | 6.43±0.08a | 0.13±0.02a | 20.10±0.04def | 0.9971±0.13a | 3.27±0.07a | 31±0.00c | 79±0.03c |
| V26 | 15.00±0.17def | 6.12±0.09a | 0.17±0.01a | 20.80±0.08hij | 0.9968±0.04a | 3.22±0.13a | 31±0.05c | 79±0.14c |
| V27 | 15.00±0.27def | 6.12±0.13a | 0.13±0.09a | 19.70±0.03cd | 0.9965±0.13a | 3.22±0.01a | 31±0.03c | 79±0.05c |
| V28 | 14.90±0.12def | 6.12±0.13a | 0.18±0.02a | 21.30±0.08klm | 0.9972±0.07a | 3.22±0.09a | 31±0.19c | 79±0.01c |
| V29 | 14.90±0.14def | 6.28±0.08a | 0.17±0.01a | 20.70±0.13ghi | 0.9966±0.04a | 3.22±0.09a | 31±0.15c | 79±0.02c |
| V30 | 14.80±0.21cdef | 6.12±0.13a | 0.19±0.01a | 21.40±0.19klmn | 0.9968±0.08a | 3.21±0.07a | 31±0.11c | 79±0.09c |
| p-value (V16-V30) | 0.972 | 0.129 | 0.129 | <0.001* | 1.000 | 0.999 | 1.000 | 0.972 |
| 160 mg/L SO2 with/without DMDC | ||||||||
| V31 | 14.20±0.13ab | 6.20±0.01a | 0.27±0.19a | 21.30±0.02klm | 0.9953±0.03a | 3.19±0.08a | 95±0.09d | 159±0.28d |
| V32 | 14.30±0.02abc | 6.28±0.01a | 0.27±0.08a | 21.20±0.09jkl | 0.9950±0.04a | 3.19±0.07a | 95±0.23d | 159±0.16d |
| V33 | 14.20±0.19ab | 6.20±0.19a | 0.26±0.03a | 21.30±0.08klm | 0.9953±0.13a | 3.18±0.15a | 95±0.01d | 159±0.24d |
| V34 | 14.20±0.07ab | 6.40±0.13a | 0.25±0.01a | 21.30±0.08klm | 0.9953±0.01a | 3.18±0.19a | 95±0.00d | 159±0.02d |
| V35 | 14.20±0.01ab | 6.28±0.09a | 0.24±0.08a | 21.30±0.09klm | 0.9953±0.07a | 3.18±0.13a | 95±0.28d | 159±0.28d |
| V36 | 14.20±0.03ab | 6.43±0.08a | 0.24±0.02a | 21.30±0.15klm | 0.9953±0.09a | 3.22±0.19a | 95±0.23d | 159±0.07d |
| V37 | 14.10±0.07a | 6.30±0.13a | 0.24±0.04a | 21.40±0.02klmn | 0.9954±0.09a | 3.19±0.08a | 95±0.09d | 159±0.16d |
| V38 | 14.20±0.21ab | 6.20±0.08a | 0.18±0.04a | 21.30±0.07klm | 0.9953±0.13a | 3.18±0.09a | 95±0.03d | 159±0.01d |
| V39 | 14.20±0.15ab | 6.28±0.13a | 0.17±0.09a | 21.30±0.15klm | 0.9953±0.08a | 3.18±0.07a | 95±0.24d | 159±0.28d |
| V40 | 14.20±0.02ab | 6.28±0.13a | 0.17±0.08a | 21.30±0.07klm | 0.9953±0.03a | 3.20±0.09a | 95±0.02d | 159±0.05d |
| V41 | 14.10±0.13a | 6.28±0.15a | 0.16±0.13a | 21.40±0.11klmn | 0.9954±0.19a | 3.17±0.08a | 95±0.07d | 159±0.09d |
| V42 | 14.10±0.21a | 6.28±0.07a | 0.16±0.13a | 21.40±0.15klmn | 0.9954±0.08a | 3.17±0.19a | 95±0.02d | 159±0.24d |
| V43 | 14.10±0.15a | 6.12±0.08a | 0.16±0.07a | 21.40±0.02klmn | 0.9954±0.04a | 3.18±0.13a | 95±0.03d | 159±0.33d |
| V44 | 14.10±0.13a | 6.12±0.04a | 0.16±0.13a | 21.40±0.07klmn | 0.9954±0.15a | 3.18±0.02a | 95±0.07d | 159±0.11d |
| V45 | 14.10±0.03a | 6.12±0.19a | 0.16±0.11a | 21.40±0.09klmn | 0.9954±0.01a | 3.18±0.19a | 95±0.16d | 159±0.00d |
|
p-value (V31-V45) |
0.722 | <0.001* | 0.055 | 0.268 | 1.000 | 1.000 | 1.000 | 0.987 |
|
p-value (V1-V45) |
<0.001* | <0.001* | 0.006* | <0.001* | 1.000 | 0.367 | <0.001* | 0.722 |
| Samples | Luminosity L 0-100 |
Colorimetric coordinates | |
|---|---|---|---|
| a red (+)/green (-) |
b yellow (+)/blue (-) |
||
| 40 mg SO2 | |||
| V1 | 55.3±0.03a | 8.86±0.19a | 31.29±0.01zd |
| V2 | 58.5±0.11a | 8.52±0.07a | 31.81±0.05zf |
| V3 | 54.7±0.13a | 9.15±0.19a | 32.61±0.09zm |
| V4 | 63.5±0.09a | 8.44±0.18a | 32.40±0.11zj |
| V5 | 60.9±0.20a | 8.74±0.90a | 32.46±0.01zl |
| V6 | 64.2±0.05a | 8.38±0.19a | 31.98±0.03zh |
| V7 | 56.4±0.16a | 9.27±0.09a | 32.41±0.11zk |
| V8 | 54.8±0.07a | 10.09±0.20a | 33.34±0.01zo |
| V9 | 55.5±0.18a | 9.28±0.03a | 31.86±0.07zg |
| V10 | 59.8±0.19a | 9.00±0.11a | 32.82±0.05zn |
| V11 | 67.4±0.01a | 7.95±0.90a | 32.15±0.18zi |
| V12 | 60.2±0.20a | 9.33±0.19a | 30.65±0.01zb |
| V13 | 65.9±0.22a | 7.47±0.03a | 31.13±0.07zc |
| V14 | 61.9±0.11a | 8.91±0.20a | 31.38±0.18ze |
| V15 | 60.2±0.03a | 8.93±0.19a | 32.15±0.09zi |
| p-value (V1-V15) | 0.000* | 0.000* | 0.000* |
| 80 mg SO2 | |||
| V16 | 96.6±0.25b | 1.17±0.03a | 7.39±0.18w |
| V17 | 96.8±0.09b | 1.08±0.05a | 7.31±0.20u |
| V18 | 96.7±0.11b | 1.12±0.19a | 7.29±0.07s |
| V19 | 96.5±0.07b | 1.29±0.01a | 7.48±0.09za |
| V20 | 96.7±0.03b | 1.09±0.05a | 7.37±0.18v |
| V21 | 96.7±0.22b | 1.13±0.09a | 7.29±0.20s |
| V22 | 97.1±0.16b | 0.65±0.11a | 7.12±0.07n |
| V23 | 96.9±0.19b | 0.88±0.20a | 7.20±0.01p |
| V24 | 96.8±0.05b | 0.99±0.03a | 7.25±0.18q |
| V25 | 96.9±0.01b | 0.96±0.07a | 7.17±0.11o |
| V26 | 96.7±0.18b | 1.15±0.09a | 7.41±0.19y |
| V27 | 96.7±0.11b | 1.15±0.05a | 7.40±0.16x |
| V28 | 96.4±0.09b | 1.00±0.03a | 7.26±0.18r |
| V29 | 96.8±0.20b | 0.97±0.11a | 7.30±0.01t |
| V30 | 96.7±0.03b | 0.98±0.07a | 7.37±0.16v |
| p-value (V16-V30) | 0.000* | 0.000* | 0.000* |
| 160 mg SO2 | |||
| V31 | 98.2±0.11 b | -0.25±0.20 a | 5.67±0.01g |
| V32 | 98.2±0.19 b | -0.25±0.18 a | 5.64±0.16f |
| V33 | 98.2±0.01 b | -0.24±0.09 a | 5.67±0.03g |
| V34 | 98.2±0.20 b | -0.36±0.11 a | 5.79±0.13h |
| V35 | 98.2±0.07 b | -0.34±0.19 a | 5.80±0.01i |
| V36 | 98.1±0.09 b | -0.28±0.18 a | 5.85±0.22j |
| V37 | 98.4±0.20 b | -0.40±0.09 a | 5.52±0.03b |
| V38 | 98.4±0.19 b | -0.38±0.05 a | 5.56±0.01d |
| V39 | 98.3±0.03 b | -0.22±0.11 a | 5.62±0.16e |
| V40 | 98.4±0.20 b | -0.31±0.07 a | 5.54±0.09c |
| V41 | 98.2±0.01 b | -0.29±0.05 a | 5.61±0.01a |
| V42 | 98.3±0.09 b | -0.31±0.03 a | 5.51±0.18k |
| V43 | 98.2±0.18 b | -0.22±0.07 a | 5.92±0.01m |
| V44 | 98.1±0.19 b | -0.17±0.09 a | 5.97±0.20l |
| V45 | 98.1±0.11 b | -0.16±0.16 a | 5.96±0.05l |
| p-value (V31-V45) | 0.000 * | 0.000* | 0.000* |
| p-value (V1-V45) | 0.000* | 0.000* | 0.000* |
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