Submitted:
10 February 2025
Posted:
10 February 2025
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Abstract
This study revealed the physicochemical, microbial, flavor and sensory changes in sauced duck from the marinating phase to the end of storage, divided into six stages (stages A-F). The changes in color, total plate count, total volatile basic nitrogen, and thiobarbituric acid reactive substance at different stages were clarified. We utilized 16S rRNA gene sequencing, GC-IMS, and GC-MS to explore the changes in bacterial flora, fatty acid composition, and flavor characters. The dominant bacteria identified in stages A-C included Psychrobacter, Flavobacterium, and Pseudomonas, while Lactobacillus and Staphylococcus dominated during stages D-F. Aldehydes, esters, alcohols, and ketones emerged as the main flavor compounds. Several unsaturated fatty acids significantly (P< 0.05) decreased from stage A to stage F. The sensory quality of sauced duck improved. The potential reactions and correlation analysis of sauced duck samples across different stages were performed. 3-Methy-1-butanol could be a crucial indicator of sauced duck’s overall quality. This research could support reference for the treatment optimization of sauced duck products.
Keywords:
1. Introduction
2. Materials and Methods
2.1. Chemicals and Reagents
2.2. Sauced Duck Preparation
2.3. Experimental Group Design
2.4. Determination of Edible Indexes
2.5. Fatty Acid Analysis
2.6. Sensory Evaluation
2.7. Microbial Community Analysis
2.8. Gas Chromatography-Ion Mobility Spectrometry Analysis
2.9. Statistical Analysis
3. Results and Discussion
3.1. Chemical and Physical Changes of Samples Across Different Stages Were Analyzed
3.2. The Microbial Biomarkers of Samples Were Identified at Different Stages
3.3. The Quantitative and Qualitative Analysis of Flavor Compounds of Samples at Different Were Performed
3.4. The Biomarker 3-Carene Were Clarified Through Correlation Analysis
3.5. The Potential Chemical Reactions Were Predicted Based on the Previous Analysis
4. Conclusions
Supplementary Materials
Author Contributions
Data Availability Statement
Abbreviations
| AA | amino acid |
| ANOSIM | analysis of similarities |
| CTAB/SDS | cetyltrimethylammonium bromide/sodium docecyl sulfate-based |
| DT | drift time |
| FA | free fatty acid |
| GC-IMS | gas chromatography-ion mobility spectrometry |
| GC-MS | gas chromatography-mass spectrometry |
| HCl | hydrochloric acid |
| LDA | linear discriminant analysis |
| MDA | malondialdehyde |
| MgO | magnesium oxide |
| MRPP | multi-response permutation procedure |
| MUFA | mono-unsaturated fatty acid |
| MW | molecular weight |
| NaCl | sodium chloride |
| PCA | principal component analysis |
| PCoA | principal coordinate analysis |
| PUFA | poly-unsaturated fatty acid |
| RI | retention index |
| RIP rel | normalization treatment |
| RT | retention time |
| SFA | saturated fatty acid |
| Stage A | samples collected after marinating and before cooking |
| Stage B | samples collected after cooking and before drying |
| Stage C | samples collected after drying and before storage |
| Stage D | samples stored after 5 d |
| Stage E | samples stored after 10 d |
| Stage F | samples stored after 15 d |
| TBARS | thiobarbituric acid reactive substance |
| TPC | total plate count |
| T-VBN | total volatile basic nitrogen |
| UPGMA | unweighted pair group method with arithmetic mean |
| UFA | unsaturated fatty acid |
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| Index | Stage | |||||
| A | B | C | D | E | F | |
| L* | 32.1 ± 0.3a | 48.2 ± 0.8f | 46.5 ± 0.3e | 44.3 ± 0.2d | 42.5 ± 0.1c | 41.3 ± 0.1b |
| a* | 8.2 ± 0.9a | 10.5 ± 0.3b | 11.2 ± 0.6c | 11.5 ± 0.1c | 12.6 ± 0.5d | 12.1 ± 0.3d |
| b* | 5.8 ± 0.6a | 6.0 ± 1.2b | 7.0 ± 0.4c | 7.8 ± 0.6d | 8.1 ± 0.3d | 8.2 ± 0.3d |
| T-VBN (mg/ 100 g) | 5.92 ± 0.42a | 6.85 ± 0.25b | 7.12 ± 0.92b | 20.25 ± 0.89c | 24.58 ± 0.43d | 48.20 ± 1.06e |
| TBARS (mg/ kg) | 0.16 ± 0.00a | 0.27 ± 0.03b | 0.58 ± 0.05c | 0.96 ± 0.08d | 1.37 ± 0.02e | 2.13 ± 0.15f |
| TPC (log10 CFU /g) | 1.82 ± 0.02a | 2.24 ± 0.06b | 2.20 ± 0.05b | 6.85 ± 0.01c | 7.82 ± 0.12d | 8.45 ± 0.08e |
| No. | Compound | CAS# | Formula | MW | RI | Rt (s) |
Dt (RIP rel) |
Comment |
Description |
| Aldehydes (n = 19) | |||||||||
| 1 | Benzaldehyde | C100527 | C7H6O | 106.1 | 1553.6 | 1406.451 | 1.157 | Bitter Almond, Brunt sugar, Cherry, Malt, Roasted Pepper | |
| 2 | Nonanal | C124196 | C9H18O | 142.2 | 1406.4 | 1023.341 | 1.48016 | Fat, Floral, Green, Lemon | |
| 3 | (E)-2-Heptenal | C18829555 | C7H12O | 112.2 | 1334.5 | 876.019 | 1.26147 | Monomer | Almond, Fat, Fruit |
| 1334.9 | 876.877 | 1.67092 | Dimer | ||||||
| 4 | (E)-2-Hexenal | C6728263 | C6H10O | 98.1 | 1234.5 | 711.029 | 1.18832 | Monomer | \ |
| 1235.1 | 712.002 | 1.51718 | Dimer | ||||||
| 5 | Heptanal | C111717 | C7H14O | 114.2 | 1199.8 | 662.503 | 1.33641 | Monomer | Citrus, Fat, Green, Nut |
| 1199.8 | 662.503 | 1.69504 | Dimer | ||||||
| 6 | (E)-2-Pentenal | C1576870 | C5H8O | 84.1 | 1152.5 | 569.553 | 1.10533 | Monomer | \ |
| 1152.7 | 570.014 | 1.3599 | Dimer | ||||||
| 7 | Hexanal | C66251 | C6H12O | 100.2 | 1103.8 | 482.051 | 1.27572 | Monomer | Apple, Fat, Fresh, Green, Oil |
| 1104.2 | 482.69 | 1.56344 | Dimer | ||||||
| 8 | Pentanal | C110623 | C5H10O | 86.1 | 1004.9 | 361.067 | 1.42311 | Almond, Bitter, Malt, Oil, Pungent | |
| 9 | 3-Methylbutanal | C590863 | C5H10O | 86.1 | 931.3 | 305.536 | 1.4039 | \ | |
| 10 | Acetal | C105577 | C6H14O2 | 118.2 | 910.8 | 292.146 | 1.02663 | Creamy, Fruit, Pleasant, Tropical Fruit | |
| 11 | Butanal | C123728 | C4H8O | 72.1 | 889.9 | 279.149 | 1.11717 | Banana, Green, Pungent | |
| 12 | 2-Methylpropanal | C78842 | C4H8O | 72.1 | 830.7 | 245.279 | 1.2818 | Burnt, Caramel, Cocoa, Green, Malt | |
| 13 | Propanal | C123386 | C3H6O | 58.1 | 821.0 | 240.159 | 1.14324 | Floral, Pungent, Solvent | |
| 14 | Acetaldehyde | C75070 | C2H4O | 44.1 | 763.5 | 211.803 | 0.97998 | Floral, Green Apple | |
| 15 | 2-Propenal | C107028 | C3H4O | 56.1 | 868.1 | 266.153 | 1.05955 | \ | |
| 16 | Methional | C3268493 | C4H8OS | 104.2 | 1477.2 | 1192.512 | 1.0955 | Cooked potato, Soy | |
| 17 | 3-Methyl-2-butenal | C107868 | C5H8O | 84.1 | 1216.3 | 685.268 | 1.09732 | Almond, Roasted | |
| 18 | 2-Methyl-2-pentenal | C623369 | C6H10O | 98.1 | 1200.1 | 663.004 | 1.5201 | Fruit | |
| 19 | Octanal | C124130 | C8H16O | 128.2 | 1304.0 | 820.167 | 1.40635 | Citrus, Fat, Green, Oil, Pungent | |
| Esters (n = 19) | |||||||||
| 1 | Methyl octanoate | C111115 | C9H18O2 | 158.2 | 1449.1 | 1122.052 | 1.42791 | Fruit, Orange, Wax, Wine | |
| 2 | (E)-2-Octenal | C2548870 | C8H14O | 126.2 | 1441.5 | 1103.868 | 1.33835 | Dandelion, Fat, Fruit, Grass, Green, Spice | |
| 3 | Hexyl propionate | C2445763 | C9H18O2 | 158.2 | 1343.7 | 893.679 | 1.41894 | Fruit | |
| 4 | 1-Penten-3-ol | C616251 | C5H10O | 86.1 | 1178.8 | 623.205 | 0.94299 | Butter, Fish, Green, Oxidized, Wet Earth | |
| 5 | Methyl 2-methylbutanoate | C868575 | C6H12O2 | 116.2 | 1016.1 | 372.882 | 1.18714 | Apple, Fruit, Green Apple, Strawberry | |
| 6 | Ethyl acetate | C141786 | C4H8O2 | 88.1 | 898.2 | 284.269 | 1.33393 | Aromatic, Brandy, Grape | |
| 7 | Methyl acetate | C79209 | C3H6O2 | 74.1 | 852.9 | 257.488 | 1.19263 | Ester, Green | |
| 8 | Ethyl propanoate | C105373 | C5H10O2 | 102.1 | 976.8 | 337.437 | 1.45329 | Apple, Pineapple, Rum, Strawberry | |
| 9 | Ethyl isobutyrate | C97621 | C6H12O2 | 116.2 | 984.2 | 342.951 | 1.55756 | \ | |
| 10 | Propyl acetate | C109604 | C5H10O2 | 102.1 | 997.3 | 353.19 | 1.47936 | Celery, Floral, Pear, Red Fruit | |
| 11 | Ethyl 3-methylbutanoate | C108645 | C7H14O2 | 130.2 | 1084.0 | 453.619 | 1.27631 | Apple, Fruit, Pineapple, Sour | |
| 12 | Ethyl 2-methylbutanoate | C7452791 | C7H14O2 | 130.2 | 1071.1 | 437.077 | 1.25299 | Apple, Ester, Green Apple, Kiwi, Strawberry | |
| 13 | Isoamyl acetate | C123922 | C7H14O2 | 130.2 | 1139.7 | 545.17 | 1.30207 | Monomer | Apple, Banana, Pear |
| 1139.7 | 545.17 | 1.74786 | Dimer | ||||||
| 14 | Ethyl butanoate | C105544 | C6H12O2 | 116.2 | 1056.6 | 419.151 | 1.55878 | Apple, Butter, Cheese, Pineapple, Strawberry | |
| 15 | Butyl acetate | C123864 | C6H12O2 | 116.2 | 1091.1 | 462.925 | 1.2589 | Monomer | Apple, Banana |
| 16 | 1-Methoxy-2-propyl acetate | C108656 | C6H12O3 | 132.2 | 1242.7 | 723.096 | 1.14241 | \ | |
| 17 | Pentyl acetate | C628637 | C7H14O2 | 130.2 | 1187.5 | 642.203 | 1.31303 | Apple, Banana, Pear | |
| 18 | Ethyl hexanoate | C123660 | C8H16O2 | 144.2 | 1248.3 | 731.416 | 1.34219 | Apple Peel, Brandy, Fruit Gum, Overripe Fruit, Pineapple | |
| 19 | Ethyl pentanoate | C539822 | C7H14O2 | 130.2 | 1180.5 | 626.931 | 1.68337 | Apple, Dry Fish, Herb, Nut, Yeast | |
| Alcohols (n = 13) | |||||||||
| 1 | 1-Octen-3-ol | C3391864 | C8H16O | 128.2 | 1488.6 | 1222.062 | 1.16669 | Cucumber, Earth, Fat, Floral, Mushroom | |
| 2 | 1-Hexanol | C111273 | C6H14O | 102.2 | 1373.6 | 953.204 | 1.33238 | Monomer | Banana, Flower, Grass, Herb |
| 1373.6 | 953.204 | 1.63689 | Dimer | ||||||
| 3 | 1-Heptanol | C111706 | C7H16O | 116.2 | 1489.1 | 1223.36 | 1.40403 | \ | |
| 4 | Acetoin | C513860 | C4H8O2 | 88.1 | 1302.7 | 817.787 | 1.06521 | Monomer | Butter, Creamy, Green Pepper |
| 1303.2 | 818.758 | 1.33106 | Dimer | ||||||
| 5 | 1-Pentanol | C71410 | C5H12O | 88.1 | 1267.5 | 760.526 | 1.25791 | Monomer | Balsamic, Fruit, Green, Pungent, Yeast |
| 1268.1 | 761.497 | 1.51126 | Dimer | ||||||
| 6 | 3-Methyl-1-butanol | C123513 | C5H12O | 88.1 | 1223.6 | 695.501 | 1.24185 | Monomer | Burnt, Cocoa, Floral, Malt |
| 1224.3 | 696.471 | 1.49164 | Dimer | ||||||
| 7 | 1-Butanol | C71363 | C4H10O | 74.1 | 1163.7 | 591.908 | 1.18249 | Monomer | Fruit |
| 1163.7 | 591.908 | 1.37859 | Dimer | ||||||
| 8 | 2-Methyl-1-propanol | C78831 | C4H10O | 74.1 | 1113.0 | 497.38 | 1.17445 | Monomer | Apple, Bitter, Cocoa, Wine |
| 1113.3 | 498.019 | 1.37055 | Dimer | ||||||
| 9 | 1-Propanol | C71238 | C3H8O | 60.1 | 1058.7 | 421.718 | 1.11306 | Monomer | Alcohol, Candy, Pungent |
| 1058.7 | 421.718 | 1.25436 | Dimer | ||||||
| 10 | 2-Butanol | C78922 | C4H10O | 74.1 | 1042.2 | 402.026 | 1.14873 | Monomer | \ |
| 1042.5 | 402.42 | 1.32433 | Dimer | ||||||
| 11 | Ethanol | C64175 | C2H6O | 46.1 | 944.7 | 314.594 | 1.04172 | Monomer | \ |
| 945.8 | 315.382 | 1.12678 | Dimer | ||||||
| 12 | 2-Propanol | C67630 | C3H8O | 60.1 | 934.8 | 307.899 | 1.09111 | Floral | |
| 13 | cis-2-Penten-1-ol | C1576950 | C5H10O | 86.1 | 1341.3 | 889.042 | 0.94555 | \ | |
| Ketones (n = 11) | |||||||||
| 1 | 1-Hydroxy-2-propanone | C116096 | C3H6O2 | 74.1 | 1317.8 | 844.962 | 1.05629 | Monomer | Butter, Herb, Malt, Pungent |
| 1317.8 | 844.962 | 1.05629 | Dimer | ||||||
| 2 | 2-Heptanone | C110430 | C7H14O | 114.2 | 1195.4 | 656.68 | 1.26504 | Blue Cheese, Fruit, Green, Nut, Spice | |
| 3 | 4-Methyl-3-penten-2-one | C141797 | C6H10O | 98.1 | 1147.5 | 559.973 | 1.12301 | \ | |
| 4 | 1-Penten-3-one | C1629589 | C5H8O | 84.1 | 1034.3 | 392.968 | 1.09385 | Fish, Green, Mustard, Pungent | |
| 5 | 4-Methyl-2-pentanone | C108101 | C6H12O | 100.2 | 1029.4 | 387.454 | 1.48622 | \ | |
| 6 | 2-Pentanone | C107879 | C5H10O | 86.1 | 1003.4 | 359.492 | 1.35177 | Fruit, Pungent | |
| 7 | 2-Butanone | C78933 | C4H8O | 72.1 | 918.7 | 297.266 | 1.24339 | Fragrant, Fruit, Pleasant | |
| 8 | Acetone | C67641 | C3H6O | 58.1 | 838.7 | 249.612 | 1.11443 | Pungent | |
| 9 | 3-Methyl-2-pentanone | C565617 | C6H12O | 100.2 | 1040.2 | 399.732 | 1.47772 | \ | |
| 10 | Cyclopentanone | C120923 | C5H8O | 84.1 | 1202.5 | 666.24 | 1.1045 | Mint, Cool | |
| 11 | Dihydro-2(3H)-furanone | C96480 | C4H6O2 | 86.1 | 1711.3 | 1977.29 | 1.08782 | Caramel, Cheese, Roasted Nut | |
| Acids (n = 4) | |||||||||
| 1 | Propanoic acid | C79094 | C3H6O2 | 74.1 | 1638.6 | 1689.857 | 1.11514 | Fat, Fruit, Pungent, Silage, Soy | |
| 2 | Butanoic acid | C107926 | C4H8O2 | 88.1 | 1705.5 | 1952.665 | 1.16147 | Butter, Cheese, Sour | |
| 3 | Acetic acid | C64197 | C2H4O2 | 60.1 | 1505.5 | 1267.521 | 1.05921 | Monomer | Acid, Fruit, Pungent, Sour, Vinegar |
| 1505.9 | 1268.819 | 1.15624 | Dimer | ||||||
| 4 | 2-Methylpropanoic acid | C79312 | C4H8O2 | 88.1 | 1635.5 | 1678.655 | 1.15151 | Burnt, Butter, Cheese, Sweat | |
| Others (n = 18) | |||||||||
| 1 | 2,6-Dimethylpyrazine | C108509 | C6H8N2 | 108.1 | 1362.7 | 931.124 | 1.14579 | Cocoa, Coffee, Green, Roast Beef, Roasted Nut | |
| 2 | Ammonia | C7664417 | H3N | 17.0 | 1273.1 | 769.261 | 0.84576 | Dimer | \ |
| 1273.7 | 770.231 | 0.90642 | Monomer | ||||||
| 3 | Methylpyrazine | C109080 | C5H6N2 | 94.1 | 1279.9 | 779.937 | 1.09376 | Cocoa, Green, Hazelnut, Popcorn, Roasted | |
| 4 | 2-Pentylfuran | C3777693 | C9H14O | 138.2 | 1247.0 | 729.469 | 1.2472 | Butter, Floral, Fruit, Green Bean | |
| 5 | o-Xylene | C95476 | C8H10 | 106.2 | 1194.0 | 654.739 | 1.08127 | \ | |
| 6 | 3-Carene | C13466789 | C10H16 | 136.2 | 1149.5 | 563.805 | 1.20821 | Lemon | |
| 7 | Dimethyl disulfide | C624920 | C2H6S2 | 94.2 | 1072.1 | 438.259 | 1.13775 | Cabbage, Garlic, Onion | |
| 8 | alpha-Pinene | C80568 | C10H16 | 136.2 | 1029.4 | 387.454 | 1.23104 | Cedarwood, Pine, Sharp | |
| 9 | Dimethyl sulfide | C75183 | C2H6S | 62.1 | 795.5 | 227.163 | 0.95529 | Cabbage, Organic, Sulfur, Wet Earth | |
| 10 | Ethylbenzene | C100414 | C8H10 | 106.2 | 1135.4 | 537.092 | 1.09147 | \ | |
| 11 | Unidentified 1 | \ | \ | 0 | 1119.6 | 508.818 | 1.09608 | \ | |
| 12 | Unidentified 2 | \ | \ | 0 | 1148.5 | 561.814 | 1.32483 | \ | |
| 13 | Furfural | C98011 | C5H4O2 | 96.1 | 1500.0 | 1252.624 | 1.09377 | Almond, Baked Potatoes, Bread, Burnt, Spice | |
| 14 | Dipropyl disulfide | C629196 | C6H14S2 | 150.3 | 1421.2 | 1056.408 | 1.26895 | Cooked Meat, Garlic, Onion, Pungent, Sulfur | |
| 15 | 3-Ethylpyridine | C536787 | C7H9N | 107.2 | 1388.7 | 984.954 | 1.09723 | Nuts | |
| 16 | 2,5-Dimethylpyrazine | C123320 | C6H8N2 | 108.1 | 1354.5 | 914.793 | 1.10361 | Cocoa, Roast Beef, Roasted Nut | |
| 17 | Unidentified 3 | \ | \ | 0 | 1207.3 | 672.711 | 1.15699 | ||
| 18 | 2-Acetylfuran | C1192627 | C6H6O2 | 110.1 | 1543.9 | 1377.171 | 1.12539 | Balsamic, Cocoa, Coffee |
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