Abstract
Electronic detection technology combined with sensory analysis was used to depict the impact of different thermal processing methods (Stir-frying, Bran-frying, Fa-Zhi) on Coix seeds. To this aim, the changes in nutritional, texture, color and flavor of Coix seeds were examined. The results showed that different methods changed the the nutrient group distribution ratio, hardness, and crispy texture of Coix seeds. Also, the seed color changed to dark yellow, golden yellow and light yellow after stir-frying, bran-frying, and Fa-Zhi, respectively. In total, 33 volatile flavor substances such as isopropanol, furfural, and 2-methylbutyraldehyde were identified. Based on color and flavor analysis, the three different methods could change color and inherent unique smell of Coix seeds which could be more attractive to consumers. The sensory analysis revealed that “Fa-Zhi” processing method (8.30 scores) was preferred for Coix seeds production. This study provides a basis for the deep processing of Coix seeds based on electronic detection technology.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11694-023-01860-5/MediaObjects/11694_2023_1860_Fig1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11694-023-01860-5/MediaObjects/11694_2023_1860_Fig2_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11694-023-01860-5/MediaObjects/11694_2023_1860_Fig3_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11694-023-01860-5/MediaObjects/11694_2023_1860_Fig4_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11694-023-01860-5/MediaObjects/11694_2023_1860_Fig5_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11694-023-01860-5/MediaObjects/11694_2023_1860_Fig6_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11694-023-01860-5/MediaObjects/11694_2023_1860_Fig7_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11694-023-01860-5/MediaObjects/11694_2023_1860_Fig8_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs11694-023-01860-5/MediaObjects/11694_2023_1860_Fig9_HTML.png)
Similar content being viewed by others
Abbreviations
- CS:
-
Unprocessed Coix seeds
- SFCS:
-
Stir-fried Coix seeds
- BFCS:
-
Bran-fried Coix seeds
- FZCS:
-
Fa-Zhi Coix seeds
- TCM:
-
Traditional Chinese medicine
- FDA:
-
Food and Drug Administration
- GC-MS:
-
Gas chromatography and mass spectrometry
- FID:
-
Flame ionization detector
- PCA:
-
Principal component analysis
- DFA:
-
Discriminant factor analysis
References
F. Zhu, Coix: Chemical composition and health effects. Trends Food Sci. Technol 61, 160–175 (2017)
X. Liu, X. Zhang, Y.Z. Rong, J.H. Wu, Y.J. Yang, Z.W. Wang, Rapid determination of fat, protein and amino acid content in coix seed using near-infrared spectroscopy technique. Food. Anal. Methods 8(2), 334–342 (2015)
Z. Yang, A. Wen, L. Qin, Y. Zhu, Effect of Coix seed extracts on growth and metabolism of Limosilactobacillus reuteri. Foods (Basel, Switzerland) 11(2), 187 (2022)
S.J. Sun., K. Yao., S.J. Zhao., P.M. Zheng., S.H. Wang, Y.Y. Zeng., et al. (2018). Determination of aflatoxin and zearalenone analogs in edible and medicinal herbs using a group-specific immunoaffinity column coupled to ultra-highperformance liquid chromatography with tandem mass spectrometry. Journal of Chromatography B, 1092 (2018), 228–236
Editorial Board of the Chinese Canon, Chinese Dadian Medical and Health Code (Ba shu Book Society, Chengdu, 2015)
Y.J. Tsai, L.Y. Lin, K.M. Yang, Y.C. Chiang, M.H. Chen, P.Y. Chiang, Effects of roasting Sweet Potato (Ipomoea batatas L. Lam.): quality, volatile compound composition, and sensory evaluation. Foods 10(11), 2602 (2021)
E.L. Richardson, B. Fields, A.C. Dilger, D.D. Boler, The effects of ultimate pH and color on sensory traits of pork loin chops cooked to a medium-rare degree of doneness. J. Anim. Sci 96(9), 3768–3776 (2018)
X. He, H. Yangming, E. Górska-Horczyczak, A. Wierzbicka, H.H. Jeleń, Rapid analysis of Baijiu volatile compounds fingerprint for their aroma and regional origin authenticity assessment. Food Chem 337, 128002 (2020)
M. Li, X. Zhao, Y. Sun, Z. Yang, X. Yang (2021). Evaluation of anthocyanin profile and color in sweet cherry wine: effect of sinapic acid and grape tannins during aging. Molecules (10), 2923
W. Wei, W. Wang, Y. Yang, Y. Wang, A novel color image retrieval method based on texture and deep features. Multimedia Tools and Applications 81(1), 659–679 (2022)
Y. Zhang, Y. **ong, H. An, Li.J. Li. Q. Huang. J., & Z. Liu, Analysis of Volatile Components of Jasmine and Jasmine Tea during scenting process. Molecules 27(2), 479 (2022)
Y. Tang, K. Xu, B. Zhao, M. Zhang, C. Gong, H. Wan, Y. Wang, Z. Yang, A novel electronic nose for the detection and classification of pesticide residue on apples. RSC Adv. 11(34), 20874–20883 (2021)
AOAC. Official methods of analysis of AOAC international (21st ed.), Washington DC (2019)
S. Ye, Q. Shao, M. Xu, S. Li, M. Wu, X. Tan et al., Effects of light quality on morphology, enzyme activities, and bioactive compound contents in anoectochilus roxburghii. Front. Plant Sci 8, 857 (2017)
N. Muttucumaru, S.J. Powers, J.S. Elmore, D.S. Mottram, N.G. Halford, Effects of nitrogen and sulfur fertilization on free amino acids, sugars, and acrylamide-forming potential in potato. J. Agric. Food Chem 61(27), 6734–6742 (2013)
P. Liu, V. Ivanova-Petropulos, C. Duan, G. Yan, Effect of unsaturated fatty acids on Intra-Metabolites and Aroma Compounds of Saccharomyces cerevisiae in Wine Fermentation. Foods (Basel, Switzerland) 10(2), 277 (2021)
D. Łowicki., S. Buda., J. Mlynarski, NMR of carbohydrates. Nuclear Magn. Reson. 44, 407–430 (2015)
M.S. Chang, M.S. Oh, D.R. Kim, K.J. Jung, S. Park, S.B. Choi, B.S. Ko, S.K. Park, Effects of okchun-san, a herbal formulation, on blood glucose levels and body weight in a model of type 2 diabetes. J. Ethnopharmacol 103(3), 491–495 (2006)
F. Tanaka, F. Hayakawa, M. Tatsuki (2020). Flavor and texture characteristics of ‘fuji’ and related apple (malus domestica l.) cultivars, focusing on the rich watercore. Molecules, 25(5)
M.M. Naidu, M. Vedashree, P. Satapathy, H. Khanum, R. Ramsamy, H.U. Hebbar, Effect of drying methods on the quality characteristics of dill (Anethum graveolens) greens. Food Chem 192, 849–856 (2016)
W. Yan, L. Yin, M. Zhang, M. Zhang, X. Jia, Gelatinization, Retrogradation and Gel Properties of Wheat Starch-Wheat Bran Arabinoxylan Complexes. Gels (Basel, Switzerland) 7(4), 200 (2021)
E. Lara, P. Cortes, V. Briones, M. Perez, Structural and physical modifications of corn biscuits during baking process. LWT–Food Sci. Technol. 44, 622–630 (2011)
C. Li, S. Al-Dalali, Z. Wang, B. Xu, H. Zhou, Investigation of volatile flavor compounds and characterization of aroma-active compounds of water-boiled salted duck using GC-MS-O, GC-IMS, and E-nose. Food Chem. 386, 132728 (2022)
E.J.Z. Krüsemann, J. Pennings, J. Cremers, F. Bakker, R. Talhout, Gc-ms analysis of e-cigarette refill solutions: a comparison of flavoring composition between flavor categories. J. Pharm. Biomed. Anal 188, 113364 (2020)
Y. Luithui, M.H. Kamani, Y.N. Sreerama, M.S. Meera, Impact of hydrothermal processing on squalene, α-tocopherol, and fatty acid content in job’s tears grain milled fractions: evaluation of their storage stability. J. Sci. Food. Agric 101(6), 2319–2327 (2021)
D.S. Mottram, The effect of cooking conditions on the formation of volatile heterocyclic compounds in pork. J. Sci. Food. Agric 36(5), 377–382 (1985)
J. Lee, J. Bousquières, N. Descharles, S. Roux, C. Bonazzi, Potential of model cakes to study reaction kinetics through the dynamic on-line extraction of volatile markers and td-gc-ms analysis. Food Res. Int 132(4), 109087 (2020)
A. Rr, A. Gf, A. Fp, B. Ad, B. Ml, E. Pscd et al., Oxidative stability of high oleic sunflower oil during deep-frying process of purple potato purple majesty. Heliyon 7(3), e06294 (2021)
F. Pei, W. Yang, N. Ma, Y. Fang, L. Zhao, X. An et al., Effect of the Two Drying Approaches on the Volatile Profiles of Button Mushroom (Agaricus Bisporus) by Headspace gc–ms and Electronic nose (LWT - Food Science and Technology, 2016)
S. Mehrotra, P. Rai, Sharma, S&eep K, A quick and simple paper-based method for detection of furfural and 5-hydroxymethylfurfural in beverages and fruit juices. Food Chem 377, 131532 (2021)
Lu Dong, Q.Cai-Yi Wang, Rui-Can Zhang, Yan., & J. Wang (2022). Effects of Air Frying on French Fries: The Indication Role of Physicochemical Properties on the Formation of Maillard Hazards, and the Changes of Starch Digestibility. Frontiers in nutrition, 9
S. Grebenteuch, C. Kanzler, S. Klaußnitzer, L.W. Kroh, S. Rohn, The formation of Methyl Ketones during lipid oxidation at elevated temperatures. Molecules (Basel, Switzerland) 26(4), 1104 (2021)
A. Patel, A. Mahboubi, I.S. Horváth, M.J. Taherzadeh, U. Rova, P. Christakopoulos, L. Matsakas, Volatile fatty acids (VFAs) generated by anaerobic digestion serve as feedstock for Freshwater and Marine Oleaginous Microorganisms to produce Biodiesel and added-value compounds. Front. Microbiol 12, 614612 (2021)
Y.M. Zhu, J.J. Dong, J. **, J.H. Liu, J.H. Ye, Roasting process sha** the chemical profile of roasted green tea and the association with aroma features. Food Chem 33, 129428 (2021)
C. Guan, T. Liu, Q. Li, D. Wang, Y. Zhang, Analyzing the effect of baking on the flavor of defatted tiger nut flour by e-tongue, e-nose and hs-spme-gc-ms. Foods 11(3), 446 (2022)
S. Hatting, N.P. Jolly, A brandy aroma wheel for south african brandy. South Afr. J. Enol. Viticulture 22(1), 16–21 (2017)
H. Utsunomiya, Smell and perfume related to the sensory evaluation of sake. J. Japan Association Odor Environ. 38, 352–360 (2007)
Y. Ma, T. Ke, Y. Xu, J.M. Li, Characterization of the key aroma compounds in chinese vidal icewine by gas chromatography–olfactometry, quantitative measurements, aroma recombination and omission tests. J. Agric. Food Chem 65(2), 394 (2016)
S. Bai, Y. Wang, R. Luo, F. Shen, D. Ding, Formation of flavor volatile compounds at different processing stages of household stir-frying mutton sao zi in the northwest of china. LWT- Food Science and Technology 139(5), 110735 (2020)
K. Venkaiah, G. Brahmam, K. Vijayaraghavan (2015). Identification of dietary patterns by factor analysis and study of the relationship with nutritional status of rural adolescents using factor scores. Journal of Health,Population&Nutrition, 1; 34:7
Acknowledgements
This research study was supported by the National key research and development plan (No. 2018YFC1707000) and Jiangxi Province “Double Thousand Plan” project (No. S2019CXTD2300).
Author information
Authors and Affiliations
Contributions
Peng Chen: Conceptualization, Methodology, Software, Roles/Writing-original draft. **aoyan **ao: Visualization, Investigation, Methodology, Formal analysis. Xueyu Wang& Yu Li: Data curation, Funding acquisition. Jiuba Zhang & Lin Li: Project administration, Writing-review & editing. Chunqin Mao & Rong Xue: Data curation, Formal analysis. Conglong Xu & Tulin Lu: Writing-review & editing, Software.
Corresponding authors
Ethics declarations
Conflict of Interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Peng Chen and **aoyan **ao contributed equally to the present paper.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Chen, P., **ao, X., Wang, X. et al. Electronic detection technology combined with sensory analysis reveals the impact of different thermal processing methods on Coix seeds. Food Measure 17, 3338–3353 (2023). https://doi.org/10.1007/s11694-023-01860-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11694-023-01860-5