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Geographical origin traceability of Myrica rubra based on data fusion of mineral elements and organic components fingerprints
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Ji-Shan QIU, Jin-Jun ZHANG, Jia-Qian JIN, Wen-Cong CHENG, Hui-Li XIA*
Journal of Food Safety & Quality | 2026, 17(4) : 307 - 315
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Journal of Food Safety & Quality | 2026, 17(4): 307-315
• Food Analysis and Detection •
Geographical origin traceability of Myrica rubra based on data fusion of mineral elements and organic components fingerprints
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Ji-Shan QIU, Jin-Jun ZHANG, Jia-Qian JIN, Wen-Cong CHENG, Hui-Li XIA*
Affiliations
  • Taizhou Institute for Food and Drug Control, Taizhou Key Laboratory for Safety and Quality Enhancement of Characteristic Agricultural Products, Taizhou 318000, China
doi: 10.19812/j.cnki.jfsq11-5956/ts.20251107007
Outline
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Objective

To establish an analytical method based on the fusion fingerprint technology of elements and organic components, achieve precise origin tracing of Myrica rubra ‘Dongkui’ from major production areas such as Zhejiang, Fujian and Yunnan in China.

Methods

Myrica rubra ‘Dongkui’ samples were collected from 5 representative regions in Zhejiang (Taizhou, Jinhua, Wenzhou), Fujian and Yunnan. Inductively coupled plasma mass spectrometry (ICP-MS), spectrophotometry, acid–base titration and ion chromatography were employed to determine mineral elements and organic components, including total anthocyanins, titratable acidity, sugar-to-acid ratio, and solid-to-acid ratio. Chemometric methods such as principal component analysis (PCA), Fisher discriminant analysis, and analysis of variance were applied to construct a discriminant model for origin identification.

Results

There were significant differences in the content of 12 kinds of elements including Al, Ti, Fe, Ni, Cu, Zn, Ga, Sr, Cd, Sn, Sb and Pb among different production areas of Myrica rubra. Among them, the content of Al, Ti, Fe, Cu, Zn, Ga, Cd and Sn in the Yunnan production area were the highest, while the content of Ni, Cd and Pb in the Fujian production area were the lowest. In terms of organic components, total anthocyanins, titratable acid, sugar-acid ratio and solid-acid ratio also showed significant differences among production areas (P<0.05). Based on the discriminant model established using fused data, the sample points from the three origins were clearly distinguished in the PCA plot, with no overlap between Yunnan and Fujian/Zhejiang, and only occasional overlap between Fujian and Zhejiang. The initial discriminant accuracy reached 97.3%, and the cross-validation discriminant rate was 94.7%, which was significantly superior to single-component analysis methods.

Conclusion

The integration of fingerprint technology for elemental and organic components combined with chemometric analysis can effectively achieve the accurate discrimination of the origin of Myrica rubra ‘Dongkui’, providing a reliable multi-technique combined strategy for the origin traceability and geographical indication protection of agricultural products.

Myrica rubra  /  geographical origin traceability  /  mineral elements  /  organic components  /  chemometrics
邱继善, 张今君, 金佳倩, 程文聪, 夏慧丽. 基于矿物元素和有机成分融合指纹技术的杨梅产地溯源研究. 食品安全质量检测学报, 2026 , 17 (4) : 307 -315 . DOI: 10.19812/j.cnki.jfsq11-5956/ts.20251107007
Ji-Shan QIU, Jin-Jun ZHANG, Jia-Qian JIN, Wen-Cong CHENG, Hui-Li XIA. Geographical origin traceability of Myrica rubra based on data fusion of mineral elements and organic components fingerprints[J]. Journal of Food Safety & Quality, 2026 , 17 (4) : 307 -315 . DOI: 10.19812/j.cnki.jfsq11-5956/ts.20251107007
Year 2026 volume 17 Issue 4
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1
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doi: 10.19812/j.cnki.jfsq11-5956/ts.20251107007
  • Receive Date:2025-11-07
  • Online Date:2026-11-05
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  • Received:2025-11-07
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    Taizhou Institute for Food and Drug Control, Taizhou Key Laboratory for Safety and Quality Enhancement of Characteristic Agricultural Products, Taizhou 318000, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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