Decoding the Flavor Code of Fresh and Dried Tengjiao (Zanthoxylum armatum DC.) for Preparing Fried Tengjiao Oil Through Molecular Sensory Science
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Chemical Standards
2.3. FTO Sample Preparation
2.4. Quantitative Descriptive Analysis (QDA)
2.5. Isolation of Volatiles by SAFE
2.6. GC-MS Analysis
2.7. GC-O-MS
2.8. Qualitative and Quantitative Analysis
2.9. OAV Analysis
2.10. Recombination and Omission Experiments
2.11. Detection of Enantiomers
2.12. Statistical Analysis
3. Results and Discussion
3.1. Sensory Profiles of DFTO and FFTO
3.2. Identification of Volatile Compounds in FTOs by GC-MS
3.3. Aroma Intensity of Each Compound Determined by AEDA
3.4. Content of Aroma-Active Compounds
| No. | Compound | Standard Curve | R2 | Content/(μg/g) | Odor Thresholds/ (μg/g) | OAV | ||
|---|---|---|---|---|---|---|---|---|
| FFTO | DFTO | FFTO | DFTO | |||||
| 1 | β-Pinene | y = 0.9756x − 0.0067 | 0.9965 | 3.307 ± 0.464 | 2.926 ± 0.031 | 1.5 | 2.20 | 1.95 |
| 2 | Sabinene | y = 0.6253x + 0.1179 | 0.9945 | 140.049 ± 17.954 | 75.993 ± 4.924 | 0.98 | 142.91 | 77.54 |
| 3 | β-Myrcene | y = 1.0413x − 0.0245 | 0.9967 | 19.607 ± 1.573 | 15.209 ± 0.146 | 0.915 | 21.43 | 16.62 |
| 4 | α-Terpinene * | y = 0.907x − 0.0014 | 0.995 | 1.095 ± 0.201 | 3.553 ± 0.236 | 0.085 | 12.88 | 41.80 |
| 5 | Limonene | y = 0.5897x + 0.0358 | 0.9981 | 209.395 ± 18.876 | 139.328 ± 5.053 | 1.2 | 174.50 | 116.11 |
| 6 | Eucalyptol * | y = 0.4856x + 0.0006 | 0.9954 | 0.834 ± 0.035 | 0.065 ± 0.009 | 0.015 | 55.60 | 4.33 |
| 7 | β-Phellandrene | y = 0.7298x − 0.0088 | 0.9948 | 18.256 ± 1.53 | 13.289 ± 0.384 | 0.036 | 507.11 | 369.14 |
| 8 | γ-Terpinene * | y = 0.8966x − 0.0007 | 0.992 | 1.87 ± 0.18 | 5.754 ± 0.447 | 2.89 | 0.65 | 1.99 |
| 9 | Styrene * | y = 0.8342x + 0.0003 | 0.9961 | 0.341 ± 0.1 | 0.841 ± 0.124 | 3.1 | 0.11 | 0.27 |
| 10 | Terpinolene | y = 0.9671x − 0.0047 | 0.9941 | 0.947 ± 0.066 | 1.436 ± 0.153 | 0.2 | 4.74 | 7.18 |
| 11 | Octanal | y = 0.2807x − 0.0001 | 0.9924 | 0.358 ± 0.088 | 0.762 ± 0.145 | 0.32 | 1.12 | 2.38 |
| 12 | (E)-2-Heptenal * | y = 0.2824x − 0.0008 | 0.9987 | 1.005 ± 0.076 | 5.564 ± 0.144 | 14 | 0.07 | 0.40 |
| 13 | Neo-alloocimene * | y = 2.6262x − 0.0019 | 0.9924 | 0.027 ± 0.001 | - | - | - | - |
| 14 | Nonanal | y = 0.0934x − 0.003 | 0.9912 | 5.491 ± 0.867 | 10.052 ± 2.408 | 13.5 | 0.41 | 0.74 |
| 15 | α-Thujone * | y = 0.4749x − 0.0004 | 0.9997 | 5.69 ± 0.309 | 0.606 ± 0.138 | 0.36 | 15.81 | 1.68 |
| 16 | (E)-2-Octenal | y = 0.3507x − 0.0002 | 0.9919 | 0.148 ± 0.015 | 0.418 ± 0.094 | 7 | 0.02 | 0.06 |
| 17 | 3-Ethyl-2,5-diMethylpyrazine * | y = 0.7952x − 0.0004 | 0.9991 | - | 0.228 ± 0.004 | 0.024 | - | 9.50 |
| 18 | cis-Linalool oxide * | y = 0.2468x + 0.0001 | 0.9971 | 0.792 ± 0.044 | - | 6 | 0.13 | - |
| 19 | 3-Buten-1-yl Isothiocyanate * | y = 0.6187x − 0.0002 | 0.9953 | 0.134 ± 0.011 | 0.38 ± 0.017 | 0.017 | 7.88 | 22.35 |
| 20 | Acetic acid | y = 0.6379x − 0.0021 | 0.9933 | 0.18 ± 0.046 | 0.379 ± 0.078 | 0.5 | 0.36 | 0.76 |
| 21 | Citronellal * | y = 0.3727x − 0.0003 | 0.9995 | 0.295 ± 0.019 | - | 0.046 | 6.41 | - |
| 22 | 2-Acetylfuran | y = 0.6467x + 0.0004 | 0.9961 | 0.163 ± 0.117 | 0.465 ± 0.01 | 10 | 0.02 | 0.05 |
| 23 | Benzaldehyde * | y = 0.7671x − 0.0005 | 0.9994 | 0.091 ± 0.016 | 0.183 ± 0.008 | 0.06 | 1.52 | 3.05 |
| 24 | Linalool * | y = 0.4882x + 0.3236 | 0.9944 | 520.354 ± 68.832 | 68.403 ± 8.984 | 0.037 | 14,063.62 | 1848.73 |
| 25 | Linalyl acetate | y = 0.2163x − 0.0002 | 0.991 | 1.099 ± 0.315 | 1.513 ± 0.218 | 1 | 1.10 | 1.51 |
| 26 | β-Caryophyllene | y = 0.3392x − 0.0005 | 0.9943 | 0.496 ± 0.109 | 0.815 ± 0.128 | 0.064 | 7.75 | 12.73 |
| 27 | Terpinen-4-ol * | y = 0.4935x − 0.0005 | 0.9993 | 6.576 ± 0.746 | 0.487 ± 0.051 | 0.59 | 11.15 | 0.83 |
| 28 | Butyric acid * | y = 0.9269x − 0.0006 | 0.9961 | 0.025 ± 0.001 | - | 0.109 | 0.23 | - |
| 29 | Furfuryl alcohol * | y = 0.2295x + 0.0001 | 0.9975 | 0.546 ± 0.019 | 1.466 ± 0.048 | 1.9 | 0.29 | 0.77 |
| 30 | Piperitone * | y = 0.5743x − 0.0007 | 0.9962 | 0.268 ± 0.031 | - | 0.68 | 0.39 | - |
| 31 | trans,trans-2,4-Decadienal | y = 0.3071x − 0.001 | 0.9912 | 0.587 ± 0.079 | 1.139 ± 0.213 | 2.5 | 0.23 | 0.46 |
| 32 | Allylacetic acid * | y = 0.5277x − 0.0014 | 0.9937 | - | 0.11 ± 0.006 | - | - | - |
| 33 | 2-Hydroxy-3-Methyl-2-cyclopentenone | y = 0.2072x − 0.0003 | 0.9959 | - | 0.957 ± 0.177 | 2 | - | 0.48 |
| 34 | Methyl cyclopentenolone * | y = 0.1751x − 0.0002 | 0.9982 | 0.345 ± 0.036 | - | 2 | 0.17 | - |
| 35 | 2-Acetyl pyrrole * | y = 0.4903x + 1 × 10−5 | 0.999 | - | 0.425 ± 0.039 | 58.58525 | - | 0.01 |
| 36 | 3-Phenylpropionitrile | y = 0.748x − 0.0001 | 0.9996 | 0.398 ± 0.068 | 0.852 ± 0.132 | 0.015 | 26.53 | 56.80 |
3.5. Correlation Between Major Aroma-Active Compounds and Aroma Attributes
3.6. Aroma Contribution of Each Compound Determined by OAV
3.7. Determination and Verification of Key Flavor Compounds by Recombination Experiments and Omission Tests
3.8. The Enantiomeric Ratio and Its Effect on FTOs’ Flavor
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| ZA | Zanthoxylum armatum DC. |
| FTO | Fried Tengjiao oil |
| FFTO | Fresh fried Tengjiao oil |
| DFTO | Dried fried Tengjiao oil |
| ZB | Zanthoxylum bungeanum Maxim. |
| OAV | Odor activity value |
| ZS | Zanthoxylum schinifolium sieb. et Zucc. |
| VOCs | Volatile organic compounds |
| SAFE | Solvent-assisted flavor evaporation |
| GC-MS | Gas chromatography–mass spectrometry |
| QDA | Quantitative descriptive analysis |
| AEDA | Aroma extract concentration analysis |
| FD | Flavor dilution |
| PLSR | Partial least squares regression |
| VIP | Variable importance for the projection |
Appendix A
| RT | Compound | CAS | FFTO | DFTO | Identification |
|---|---|---|---|---|---|
| 3.66 | Pentanal | 110-62-3 | √ | MS, RI, S | |
| 4.23 | tert-Amyl alcohol | 75-85-4 | √ | √ | MS, RI, S |
| 4.32 | α-Pinene | 80-56-8 | √ | √ | MS, RI, S |
| 4.46 | α-Phellandrene | 99-83-2 | √ | √ | MS, S |
| 4.83 | 1-Propanol | 71-23-8 | √ | MS, RI, S | |
| 5.31 | Camphene | 79-92-5 | √ | MS, RI, S | |
| 6 | Hexanal | 66-25-1 | √ | √ | MS, RI, S, O |
| 6.5 | β-Pinene | 127-91-3 | √ | √ | MS, RI, S, O |
| 7.07 | Sabinene | 3387-41-5 | √ | √ | MS, RI, S, O |
| 7.4 | Ethylbenzene | 100-41-4 | √ | MS, RI, S | |
| 7.55 | trans-2-Pentenal | 1576-87-0 | √ | MS, RI, S | |
| 7.62 | p-Xylene | 106-42-3 | √ | √ | MS, RI, S |
| 8.29 | 1-Butanol | 71-36-3 | √ | MS, RI, S | |
| 8.88 | 1-Penten-3-ol | 616-25-1 | √ | MS, RI, S | |
| 8.95 | β-Myrcene | 123-35-3 | √ | √ | MS, RI, S, O |
| 9.31 | α-Terpinene | 99-86-5 | √ | √ | MS, RI, S, O |
| 9.58 | o-Xylene | 95-47-6 | √ | √ | MS, RI, S |
| 9.74 | 3-Butenenitrile | 109-75-1 | √ | MS, RI, S | |
| 9.83 | Heptanal | 111-71-7 | √ | MS, RI, S | |
| 10.18 | Limonene | 5989-27-5 | √ | √ | MS, RI, S, O |
| 10.36 | Eucalyptol | 470-82-6 | √ | √ | MS, RI, S, O |
| 10.49 | β-Phellandrene | 555-10-2 | √ | √ | MS, RI, S, O |
| 11.21 | (E)-2-Hexenal | 6728-26-3 | √ | MS, RI, S | |
| 11.62 | 4-Octanone | 589-63-9 | √ | √ | MS, RI, S, O |
| 12.02 | 2-pentyl-Furan | 3777-69-3 | √ | MS, RI, S | |
| 12.23 | trans-β-Ocimene | 3779-61-1 | √ | MS, RI, S | |
| 12.41 | γ-Terpinene | 99-85-4 | √ | √ | MS, RI, S, O |
| 13.13 | Styrene | 100-42-5 | √ | √ | MS, RI, S, O |
| 13.4 | 2-Methylpyrazine | 109-08-0 | √ | MS, RI, S | |
| 13.67 | p-Cymene | 99-87-6 | √ | √ | MS, RI, S |
| 14.12 | 3-Methylcrotononitrile | 4786-24-7 | √ | √ | MS |
| 14.26 | Terpinolene | 586-62-9 | √ | √ | MS, RI, S, O |
| 14.89 | Octanal | 124-13-0 | √ | √ | MS, RI, S, O |
| 16.25 | 2,5-Dimethyl pyrazine | 123-32-0 | √ | MS, RI, S | |
| 16.61 | (E)-2-Heptenal | 18829-55-5 | √ | √ | MS, RI, S, O |
| 17.54 | 6-Methyl-5-hepten-2-one | 110-93-0 | √ | MS, RI, S | |
| 18 | 5-Hexenenitrile | 5048-19-1 | √ | √ | MS, RI, S |
| 19.464 | 2,6-DiMethyl-2,4,6-octatriene | 673-84-7 | √ | MS, O | |
| 19.5 | Neo-alloocimene | 7216-56-0 | √ | MS, S, O | |
| 20.77 | Nonanal | 124-19-6 | √ | √ | MS, RI, S, O |
| 21.6 | α-Thujone | 546-80-5 | √ | √ | MS, RI, S, O |
| 22.51 | (E)-2-Octenal | 2548-87-0 | √ | √ | MS, RI, S, O |
| 22.75 | Thujone | 1125-12-8 | √ | √ | MS, RI, S, O |
| 23.22 | 3-Ethyl-2,5-diMethylpyrazine | 13360-65-1 | √ | MS, RI, S, O | |
| 23.33 | cis-Linalool Oxide | 5989-33-3 | √ | MS, RI, S, O | |
| 24.3 | Acetic acid | 64-19-7 | √ | √ | MS, S, O |
| 24.4 | 3-Buten-1-yl Isothiocyanate | 3386-97-8 | √ | √ | MS, RI, S, O |
| 24.86 | trans-Sabinene hydrate | 17699-16-0 | √ | MS, O | |
| 25 | Furfural | 98-01-1 | √ | √ | MS, RI, S |
| 25.72 | Citronellal | 106-23-0 | √ | MS, RI, S, O | |
| 26.31 | (E,E)-2,4-Heptadienal | 4313-03-5 | √ | √ | MS, RI, S, O |
| 27.11 | 2-Acetylfuran | 1192-62-7 | √ | √ | MS, RI, S, O |
| 27.72 | Benzaldehyde | 100-52-7 | √ | √ | MS, RI, S, O |
| 30.3 | Linalool | 78-70-6 | √ | √ | MS, RI, S, O |
| 30.43 | Linalyl acetate | 115-95-7 | √ | √ | MS, RI, S, O |
| 31.03 | 5-Methyl furfural | 620-02-0 | √ | √ | MS, RI, S, O |
| 31.41 | β-Caryophyllene | 87-44-5 | √ | √ | MS, RI, S, O |
| 32.5 | Terpinen-4-ol | 562-74-3 | √ | √ | MS, RI, S, O |
| 33.23 | Myrtenal | 564-94-3 | √ | MS, RI, O | |
| 33.48 | Gamma Butyrolactone | 96-48-0 | √ | MS, S, O | |
| 34.269 | Butyric Acid | 107-92-6 | √ | MS, S, O | |
| 34.69 | trans-2-Decenal | 3913-81-3 | √ | MS, RI, S, O | |
| 35.38 | α-Caryophyllene | 6753-98-6 | √ | √ | MS, RI, S, O |
| 35.41 | N-Methyl-2-pyrrolidone | 872-50-4 | √ | MS, RI, S | |
| 36.5 | Furfuryl alcohol | 98-00-0 | √ | √ | MS, RI, S, O |
| 37.62 | Germacrene D | 23986-74-5 | √ | √ | MS, RI, S |
| 37.94 | α-Terpineol | 98-55-5 | √ | √ | MS, RI, S, O |
| 38.55 | Piperitone | 89-81-6 | √ | MS, RI, S, O | |
| 40.267 | (E)-4-Undecenal | 68820-35-9 | √ | MS, O | |
| 40.38 | 2(5H)-Furanone | 497-23-4 | √ | MS, RI, S | |
| 41.24 | Methyl phenylacetate | 101-41-7 | √ | MS, RI, S | |
| 42.9 | Myrtenol | 515-00-4 | √ | MS, RI, S | |
| 43.61 | trans,trans-2,4-Decadienal | 25152-84-5 | √ | √ | MS, RI, S, O |
| 43.943 | Allylacetic acid | 591-80-0 | √ | MS, S, O | |
| 44.1 | Phenethyl acetate | 103-45-7 | √ | MS, RI, S | |
| 44.81 | 2-Hydroxy-3-Methyl-2-cyclopentenone | 765-70-8 | √ | MS, RI, S, O | |
| 44.84 | Methyl cyclopentenolone | 80-71-7 | √ | MS, RI, S, O | |
| 49.04 | Phenylethyl Alcohol | 60-12-8 | √ | MS, RI, S | |
| 51.96 | 2-Acetyl pyrrole | 1072-83-9 | √ | MS, RI, S, O | |
| 54.53 | 3-Phenylpropionitrile | 645-59-0 | √ | √ | MS, RI, S, O |
| 55.31 | cis-Nerolidol | 142-50-7 | √ | MS, O | |
| 63.68 | Indole | 120-72-9 | √ | MS, RI, S, O |
References
- Wang, Y.; Wu, Q.; Jiang, L.; Ma, D.; Yu, J.; Cui, Q.; Huo, X.; Shen, G.; Zhou, M.; Liu, H.; et al. Characteristic of essential oil in Zanthoxylum armatum DC. leaves and application in flavor oil. Food Chem. X 2025, 28, 102519. [Google Scholar] [CrossRef]
- Yang, H.; Zhuo, Z.; Qian, Q.; Yang, Y.; Xu, D. Multi-omics strategy to reveal the numbing taste of Zanthoxylum armatum DC. at different developmental stages. Ind. Crop. Prod. 2024, 221, 119405. [Google Scholar] [CrossRef]
- Xu, D.; Wang, C.; Zhuo, Z.; Ye, M.; Pu, B. Extraction, purification and antioxidant activity of polysaccharide from cold pressed oil cake of ‘Tengjiao’ seed. Int. J. Biol. Macromol. 2020, 163, 508–518. [Google Scholar] [CrossRef]
- Devi, M.L.; Das, S. Traditional uses, phytochemistry, biological activities, and molecular studies of Zanthoxylum armatum DC.: A review. Next Res. 2025, 2, 100445. [Google Scholar] [CrossRef]
- Hu, F.; Zhang, A.; Ji, Z.-L.; Thakur, K.; Zhang, J.-G.; Wei, Z.-J. Effects of different extraction methods on the volatile components and numbing substances in red Huajiao (Zanthoxylum bungeanum Maxim.) and green Huajiao (Zanthoxylum armatum DC.). Food Chem. X 2025, 29, 102820. [Google Scholar] [CrossRef]
- Liu, H.; Zhan, P.; Wang, P.; Geng, J.; He, W.; Tian, H. Huajiao Extract Oil: A Comprehensive Review of Its Biological Activities, Extraction Techniques, and Utilization in Food Industry. Food Rev. Int. 2025, 41, 3569–3588. [Google Scholar] [CrossRef]
- Liu, Y.; Li, Q.; Yang, W.; Sun, B.; Zhou, Y.; Zheng, Y.; Huang, M.; Yang, W. Characterization of the potent odorants in Zanthoxylum armatum DC Prodr. pericarp oil by application of gas chromatography–mass spectrometry–olfactometry and odor activity value. Food Chem. 2020, 319, 126564. [Google Scholar] [CrossRef]
- Li, J.; Zhang, Y.; Cui, Q.; Zhang, Z.; Hou, X. Quality Control of Fried Pepper Oils Based on GC-MS Fingerprints and Chemometrics. Foods 2025, 14, 1624. [Google Scholar] [CrossRef]
- Fei, X.; Qi, Y.; Lei, Y.; Wang, S.; Hu, H.; Wei, A. Transcriptome and Metabolome Dynamics Explain Aroma Differences between Green and Red Prickly Ash Fruit. Foods 2021, 10, 391. [Google Scholar] [CrossRef]
- Liu, J.; Wan, J.; Zhang, Y.; Hou, X.; Shen, G.; Li, S.; Luo, Q.; Li, Q.; Zhou, M.; Liu, X.; et al. The establishment of comprehensive quality evaluation model for flavor characteristics of green Sichuan pepper (Zanthoxylum armatum DC.) in Southwest China. Food Chem. X 2023, 18, 100721. [Google Scholar] [CrossRef]
- Cheng, J.; Hou, X.; Cui, Q.; Shen, G.; Li, S.; Luo, Q.; Zhou, M.; Chen, H.; Zhang, Z. Separation and Purification of Hydroxyl-α-Sanshool from Zanthoxylum armatum DC. by Silica Gel Column Chromatography. Int. J. Mol. Sci. 2023, 24, 3156. [Google Scholar] [CrossRef]
- Ji, Y.; Li, S.; Ho, C.-T. Chemical composition, sensory properties and application of Sichuan pepper (Zanthoxylum genus). Food Sci. Hum. Well. 2019, 8, 115–125. [Google Scholar] [CrossRef]
- Wang, J.; Zhu, X.; Ye, J.; Zhu, X.; Hou, X.; Shen, G.; Cui, Q.; Yu, J.; Liu, H.; Wen, C.; et al. Moisture dynamics and flavor evolution in green Sichuan pepper during processing: An LF-NMR/MRI approach. Food Chem. 2026, 498, 147151. [Google Scholar] [CrossRef]
- Zhao, C.; Zhang, F.; Chen, S.; Hu, W.; Dong, L.; Zhao, Y.; Han, M.; Li, Z. Effects of drying methods on the quality of Hanyuan Zanthoxylum bungeanum based on physicochemical and functional metabolite analysis. LWT 2023, 180, 114674. [Google Scholar] [CrossRef]
- Liu, R.J.; Qi, N.; Sun, J.; Chen, H.T.; Zhang, N.; Sun, B.G. Effects of Frying Conditions on Volatile Composition and Odor Characteristics of Fried Pepper (Zanthoxylum bungeanum Maxim.) Oil. Foods 2022, 11, 1661. [Google Scholar] [CrossRef]
- Zhang, W.; Bi, T.; Liu, E.; Xiong, Y.; Yang, Y.; Liu, Q.; Xie, Y.; Li, T.; Yuan, Y. The role of frying time in shaping the flavor characteristics of chili rapeseed oil. Int. J. Gastron. Food Sci. 2025, 41, 101220. [Google Scholar] [CrossRef]
- Zhang, J.; Zhang, M.; Chen, K.; Bhandari, B.; Deng, D. Impact of cooking methods on the quality, sensory and flavor compounds of Sichuan pepper oleoresin. Food Chem. 2023, 427, 136639. [Google Scholar] [CrossRef]
- Steinhaus, P.; Schieberle, P. Characterization of the Key Aroma Compounds in Soy Sauce Using Approaches of Molecular Sensory Science. J. Agric. Food Chem. 2007, 55, 6262–6269. [Google Scholar] [CrossRef]
- He, W.; Chen, X.; Sun, J.; Chen, H.; Sun, B. Unveiling key aroma compounds formation during the roasting process of Yunnan Arabica coffee using molecular sensory science approaches. Food Chem. 2025, 494, 145853. [Google Scholar] [CrossRef]
- Sun, J.; Sun, B.G.; Ren, F.Z.; Chen, H.T.; Zhang, N.; Zhang, Y.Y. Characterization of Key Odorants in Hanyuan and Hancheng Fried Pepper (Zanthoxylum bungeanum) Oil. J. Agric. Food Chem. 2020, 68, 6403–6411. [Google Scholar] [CrossRef]
- Ni, R.; Yan, H.; Tian, H.; Zhan, P.; Zhang, Y. Characterization of key odorants in fried red and green huajiao (Zanthoxylum bungeanum maxim. and Zanthoxylum schinifolium sieb. et Zucc.) oils. Food Chem. 2022, 377, 131984. [Google Scholar] [CrossRef]
- Wang, M.; Wen, F.; Zhang, L.; Sun, B.; Xie, J.; Sun, S.; Zhang, Y. Decoding the Molecular Mechanisms of Menthol Isomer Perception Based on Computational Simulations. Foods 2025, 14, 2494. [Google Scholar] [CrossRef]
- Dong, T.; Tian, Z.; Wang, S.; Sun, J.; Chen, H.; Wang, S.; Sun, B. Identification of key off-flavor compounds during storage of fried pepper (Zanthoxylum bungeanum Maxim.) oils by sensory-directed flavor analysis and partial least squares regression (PLSR). J. Food Compos. Anal. 2024, 131, 106268. [Google Scholar] [CrossRef]
- Tian, P.; Zhan, P.; Tian, H.; Wang, P.; Lu, C.; Zhao, Y.; Ni, R.; Zhang, Y. Analysis of volatile compound changes in fried shallot (Allium cepa L. var. aggregatum) oil at different frying temperatures by GC–MS, OAV, and multivariate analysis. Food Chem. 2021, 345, 128748. [Google Scholar] [CrossRef] [PubMed]
- Gemert, L.J.V. Odour Thresholds; Oliemans Punter & Partners BV: Utrecht, The Netherlands, 2011. [Google Scholar]
- Chen, P.; Zhao, S.; Li, C.; Zhang, T.; Xing, Y.; Zhang, K.; Lv, J.; Zhu, W. Changes and Analytical Techniques in Volatile Flavor Compounds in Dried Agricultural Products: A Review. Foods 2025, 14, 3531. [Google Scholar] [CrossRef]
- Adams, A.; Polizzi, V.; van Boekel, M.; De Kimpe, N. Formation of Pyrazines and a Novel Pyrrole in Maillard Model Systems of 1,3-Dihydroxyacetone and 2-Oxopropanal. J. Agric. Food Chem. 2008, 56, 2147–2153. [Google Scholar] [CrossRef] [PubMed]
- Yaylayan, V.A.; Keyhani, A. Elucidation of the mechanism of pyrrole formation during thermal degradation of 13C-labeled l-serines. Food Chem. 2001, 74, 1–9. [Google Scholar] [CrossRef]
- Zhang, Q.; Ke, J.; Long, P.; Wen, M.; Han, Z.; Zhang, L.; Zhu, M. Formation of Furan from Linoleic Acid Thermal Oxidation: (E,E)-2,4-Decadienal as a Critical Intermediate Product. J. Agric. Food Chem. 2024, 72, 4384–4392. [Google Scholar] [CrossRef]
- Dong, T.; Wang, S.; Wu, P.; Sun, J.; Chen, H.; Wang, S. Unraveling the influence of storage condition on off-flavor generation in fried pepper (Zanthoxylum bungeanum Maxim.) oil during storage through molecular sensory science and simulation experiment. Food Chem. 2026, 508, 148415. [Google Scholar] [CrossRef]
- Su, K.; Sun, S.; Chen, R.; Ren, M.; Wang, Y.; Bi, S.; Liu, Y. Identification of key aroma-active compounds in five types of Zanthoxylum bungeanum Maxim. essential oils using a molecular sensory approach. J. Food Compos. Anal. 2025, 145, 107816. [Google Scholar] [CrossRef]
- Zhu, X.; Wu, D.; Zhao, L.; Wen, C.; Yong, C.; Kan, Q. Unveiling the flavor and quality variations in dried Zanthoxylum bungeanum maxim from China’s diverse regions. Food Chem. X 2025, 25, 102017. [Google Scholar] [CrossRef]
- Lu, L.; Wang, M.; Cui, R.; Zhu, Y.; Liu, S.; Yin, Z.; Gao, D. Discrimination and characterization analysis of key flavor compounds from Tianshui Zanthoxylum bungeanum shells and seeds by GC×GC-TOFMS and chemometrics. Food Chem. X 2025, 29, 102765. [Google Scholar] [CrossRef]
- Pu, D.; Zhang, H.; Zhang, Y.; Sun, B.; Ren, F.; Chen, H.; Xie, J. Characterization of the oral breakdown, sensory properties, and volatile release during mastication of white bread. Food Chem. 2019, 298, 125003. [Google Scholar] [CrossRef] [PubMed]
- Xiang, Q.; Xia, Y.; Song, J.; Nazmus Saqib, M.; Zhong, F. Characterization of the key nonvolatile metabolites in Cheddar cheese by partial least squares regression (PLSR), reconstitution, and omission. Food Chem. 2023, 403, 134034. [Google Scholar] [CrossRef] [PubMed]
- Wang, M.-Q.; Ma, W.-J.; Shi, J.; Zhu, Y.; Lin, Z.; Lv, H.-P. Characterization of the key aroma compounds in Longjing tea using stir bar sorptive extraction (SBSE) combined with gas chromatography-mass spectrometry (GC–MS), gas chromatography-olfactometry (GC-O), odor activity value (OAV), and aroma recombination. Food Res. Int. 2020, 130, 108908. [Google Scholar] [CrossRef] [PubMed]
- He, Y.; Liu, Y.; Sun, J.; Qiao, M.; Wang, L.; Zhao, Q.; Xiao, D.; Guo, X. Characterization of the key aroma-active compounds causing the Douchi aroma in high-temperature Daqu via integrated molecular sensory science, metabolomics, and molecular docking. Food Chem. 2025, 493, 146125. [Google Scholar] [CrossRef]
- Chen, C.; Sheng, M.; Yuan, H.; Pan, X.; Tian, H.; Lou, X. Perceptual interaction of aroma compounds and their effects on the enhancement of flavor quality in foods: A review. Trends Food Sci. Tech. 2025, 165, 105315. [Google Scholar] [CrossRef]
- GB/T 12311-2012; Sensory Analysis Method—Triangle Test. China Standard Press: Beijing, China, 2012.
- Shao, C.-Y.; Zhang, Y.; Lv, H.-P.; Zhang, Z.-F.; Zeng, J.-M.; Peng, Q.-H.; Zhu, Y.; Lin, Z. Aromatic profiles and enantiomeric distributions of chiral odorants in baked green teas with different picking tenderness. Food Chem. 2022, 388, 132969. [Google Scholar] [CrossRef]





| RT | Compound | CAS | Log3FD | Odor Description | |
|---|---|---|---|---|---|
| FFTO | DFTO | ||||
| 6 | Hexanal | 66-25-1 | 1 | 2 | green, sweet |
| 6.5 | β-Pinene | 127-91-3 | 6 | - | lemon, pine, sweet, bitter |
| 7.07 | Sabinene | 3387-41-5 | 7 | 6 | sweet, bitter, wood |
| 8.95 | β-Myrcene | 123-35-3 | 7 | 6 | herb, pepper, green |
| 9.31 | α-Terpinene | 99-86-5 | 4 | - | sweet, lemon |
| 10.18 | Limonene | 5989-27-5 | 9 | 7 | citrus, herb |
| 10.36 | Eucalyptol | 470-82-6 | 6 | 3 | green, mint, pepper |
| 10.49 | β-Phellandrene | 555-10-2 | 0 | 3 | mint, sweet |
| 11.62 | 4-Octanone | 589-63-9 | - | 2 | sweet, fruit |
| 12.41 | γ-Terpinene | 99-85-4 | 4 | 3 | pepper, citrus, spice |
| 13.13 | Styrene | 100-42-5 | - | 3 | sweet |
| 14.26 | Terpinolene | 586-62-9 | - | 3 | sweet, pine |
| 14.6 | Unknown | - | 3 | roast | |
| 14.89 | Octanal | 124-13-0 | 7 | 4 | green, sweet |
| 15.5 | Unknown | - | 5 | mold, mushroom | |
| 16.61 | (E)-2-Heptenal | 18829-55-5 | 7 | 5 | fruit, sour, chocolate |
| 19.464 | Allo-ocimene | 673-84-7 | - | 4 | pepper, stinky |
| 19.5 | Neo-alloocimene | 7216-56-0 | 3 | - | bitter, pepper, stinky, lemon |
| 20.25 | Unknown | - | 3 | floral, green, wine | |
| 20.77 | Nonanal | 124-19-6 | 2 | 3 | fat, floral, pepper, nut |
| 21.6 | α-Thujone | 546-80-5 | 8 | - | green, lemon |
| 22.51 | (E)-2-Octenal | 2548-87-0 | 4 | 3 | spice, herb, nut |
| 22.75 | Thujone | 1125-12-8 | 8 | 8 | cucumber, green |
| 23.22 | 3-Ethyl-2,5-diMethylpyrazine | 13360-65-1 | - | 6 | sesame, sweet, oil, roast |
| 23.33 | cis-Linalool Oxide | 5989-33-3 | 3 | - | pepper, sweet |
| 24.4 | 3-Buten-1-yl Isothiocyanate | 3386-97-8 | - | 3 | floral, alcohol |
| 24.3 | Acetic acid | 64-19-7 | 6 | 3 | vinegar, sour |
| 24.86 | trans-Sabinene hydrate | 17699-16-0 | 4 | - | milk, sweet |
| 25.72 | Citronellal | 106-23-0 | 4 | - | leaf, pepper |
| 26.217 | Unknown | - | 4 | moldy | |
| 26.31 | (E,E)-2,4-Heptadienal | 4313-03-5 | - | 0 | green, almond, nut, oil |
| 27.11 | 2-Acetylfuran | 1192-62-7 | 5 | 3 | balsamic, pepper |
| 27.72 | Benzaldehyde | 100-52-7 | 7 | 7 | bitter, sauce |
| 28.528 | Unknown | - | 2 | sesame, almonds, oil | |
| 30.3 | Linalool | 78-70-6 | 10 | 8 | floral, lavender, lemon, sweet |
| 30.43 | Linalyl acetate | 115-95-7 | 3 | - | sweet, floral |
| 31.03 | 5-Methyl furfural | 620-02-0 | - | 0 | almond milk, sweet, spicy |
| 31.41 | β-Caryophyllene | 87-44-5 | 3 | 2 | spice, bitter, floral |
| 32.5 | Terpinen-4-ol | 562-74-3 | 1 | 4 | must, smoke |
| 33.23 | Myrtenal | 564-94-3 | 3 | - | burnt |
| 33.48 | γ-Butyrolactone | 96-48-0 | - | 2 | peanuts, rice |
| 34.269 | Butyric Acid | 107-92-6 | 3 | - | cheese, sour, sweet |
| 34.69 | trans-2-Decenal | 3913-81-3 | - | 1 | sour, pepper, green, cilantro |
| 35.38 | α-Caryophyllene | 6753-98-6 | 2 | - | pepper, wood |
| 36.5 | Furfuryl alcohol | 98-00-0 | 3 | 3 | burnt, rice, bean, yeast powder |
| 37.1 | Unknown | 3 | 3 | fermented black beans, soy sauce, sour | |
| 37.94 | α-Terpineol | 98-55-5 | 1 | 0 | anise, oil, almonds |
| 38.192 | Unknown | 3 | - | fermentation | |
| 38.55 | Piperitone | 89-81-6 | 3 | - | lemon, pepper, green, paste |
| 40.267 | (E)-4-Undecenal | 68820-35-9 | - | 1 | stinky, salted fish, sour |
| 40.512 | Unknown | 2 | 4 | rice, bean, stinky | |
| 43.19 | Unknown | 3 | 4 | green, sour | |
| 43.61 | trans,trans-2,4-Decadienal | 25152-84-5 | 3 | 9 | fat, oil, pepper |
| 43.943 | Allylacetic acid | 591-80-0 | - | 8 | fruit, sweet |
| 44.81 | 2-Hydroxy-3-Methyl-2-cyclopentenone | 765-70-8 | - | 3 | wood, bitter, floral |
| 44.84 | Methyl cyclopentenolone | 80-71-7 | 3 | - | pepper, green lemon |
| 45.383 | Unknown | 3 | 8 | dust, wheat | |
| 46.022 | Unknown | 3 | 0 | sweet | |
| 46.47 | Unknown | - | 5 | bitter, burnt | |
| 51.96 | 2-Acetyl pyrrole | 1072-83-9 | - | 8 | roast |
| 54.53 | 3-Phenylpropionitrile | 645-59-0 | 3 | 3 | spice |
| 54.64 | Unknown | - | 6 | sweet, wheat | |
| 55.31 | cis-Nerolidol | 142-50-7 | 1 | - | spice, floral |
| 58.38 | Unknown | 3 | 8 | Perilla, plastic | |
| 63.68 | Indole | 120-72-9 | 1 | - | mothball |
| No. | Compound | Number of Correct Answers | Significance | ||
|---|---|---|---|---|---|
| FFTO | DFTO | FFTO | DFTO | ||
| M1 | β-Pinene | 8/20 | 11/20 | NS | * |
| M2 | Sabinene | 6/20 | 8/20 | NS | NS |
| M3 | β-Myrcene | 8/20 | 6/20 | NS | NS |
| M4 | α-Terpinene | 4/20 | 11/20 | NS | * |
| M5 | Limonene | 4/20 | 9/20 | NS | NS |
| M6 | Eucalyptol | 3/20 | 6/20 | NS | NS |
| M7 | β-Phellandrene | 9/20 | 11/20 | NS | * |
| M8 | Terpinolene | 4/20 | 6/20 | NS | NS |
| M9 | Octanal | 5/20 | 6/20 | NS | NS |
| M10 | Neo-alloocimene | 7/20 | - | NS | - |
| M11 | α-Thujone | 15/20 | 8/20 | *** | NS |
| M12 | 3-Buten-1-yl Isothiocyanate | 12/20 | 6/20 | * | NS |
| M13 | Citronellal | 11/20 | - | * | - |
| M14 | Benzaldehyde | 8/20 | 2/20 | NS | NS |
| M15 | Linalool | 16/20 | 13/20 | *** | ** |
| M16 | Linalyl acetate | 14/20 | 5/20 | *** | NS |
| M17 | β-Caryophyllene | 11/20 | 14/20 | * | *** |
| M18 | Terpinen-4-ol | 6/20 | - | NS | - |
| M19 | 3-Phenylpropionitrile | 11/20 | 4/20 | * | NS |
| M20 | γ-Terpinene | - | 5/20 | - | NS |
| M21 | 3-Ethyl-2,5-diMethylpyrazine | - | 11/20 | - | * |
| M22 | Allylacetic acid | - | 4/20 | - | NS |
| Compound | CAS | Odor Description [15] | Enantiomeric Ratio (%) | |
|---|---|---|---|---|
| FFTO (%) | DFTO (%) | |||
| (S)-(−)-Limonene | 5989-54-8 | lemon-like, piney | 70.11 ± 2.61 | 70.96 ± 0.82 |
| (R)-(+)-Limonene | 5989-27-5 | citrus-like | 29.89 ± 2.61 | 29.98 ± 0.82 |
| (S)-(+)-linalool * | 126-90-9 | woody, lavender-like | 18.32 ± 2.34 | 9.17 ± 1.2 |
| (R)-(−)-linalool * | 126-91-0 | sweet, floral, petitgrain-like | 81.68 ± 2.34 | 90.83 ± 1.2 |
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Dong, T.; Wu, P.; Sun, J.; Chen, H.; Wang, S. Decoding the Flavor Code of Fresh and Dried Tengjiao (Zanthoxylum armatum DC.) for Preparing Fried Tengjiao Oil Through Molecular Sensory Science. Foods 2026, 15, 1326. https://doi.org/10.3390/foods15081326
Dong T, Wu P, Sun J, Chen H, Wang S. Decoding the Flavor Code of Fresh and Dried Tengjiao (Zanthoxylum armatum DC.) for Preparing Fried Tengjiao Oil Through Molecular Sensory Science. Foods. 2026; 15(8):1326. https://doi.org/10.3390/foods15081326
Chicago/Turabian StyleDong, Tianyu, Panpan Wu, Jie Sun, Haitao Chen, and Shuqi Wang. 2026. "Decoding the Flavor Code of Fresh and Dried Tengjiao (Zanthoxylum armatum DC.) for Preparing Fried Tengjiao Oil Through Molecular Sensory Science" Foods 15, no. 8: 1326. https://doi.org/10.3390/foods15081326
APA StyleDong, T., Wu, P., Sun, J., Chen, H., & Wang, S. (2026). Decoding the Flavor Code of Fresh and Dried Tengjiao (Zanthoxylum armatum DC.) for Preparing Fried Tengjiao Oil Through Molecular Sensory Science. Foods, 15(8), 1326. https://doi.org/10.3390/foods15081326
