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Analysis of Differential Metabolites in Qingyang Jiugu and Longgu 23 Millet Varieties Using Widely Targeted Metabolomics
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Aiqin ZHANG1, Lilong LIU2, *, Bin GUO1, Huan ZHANG1, Rui XU1, Anfen YU1, Ruiqin LI1, Wenyan XU1
Science and Technology of Food Industry | 2026, 47(16) : 336 - 345
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Science and Technology of Food Industry | 2026, 47(16): 336-345
• Analysis and Determination •
Analysis of Differential Metabolites in Qingyang Jiugu and Longgu 23 Millet Varieties Using Widely Targeted Metabolomics
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Aiqin ZHANG1, Lilong LIU2, *, Bin GUO1, Huan ZHANG1, Rui XU1, Anfen YU1, Ruiqin LI1, Wenyan XU1
Affiliations
  • 1Animal Husbandry, Pasture and Green Agriculture Institute, Gansu Academy of Agricultural Sciences, Lanzhou 730070, China
  • 2Wheat Research Institute, Gansu Academy of Agricultural Science, Lanzhou 730070, China
Published: 2026-08-15 doi: 10.13386/j.issn1002-0306.2025060253
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To investigate the nutritional characteristics of different specialty millet varieties, this study selected the local specialty variety Qingyang Jiugu (QYJG) and the modern elite cultivar Longgu 23 (LG23) as research subjects, systematically comparing their differences in nutritional quality and metabolite profiles. The physicochemical components of both varieties were measured, and their metabolites were analyzed using widely targeted metabolomics technology. Metabolite characteristics were analyzed by principal component analysis, orthogonal partial least squares discriminant analysis, cluster analysis and metabolic pathway analysis. Results showed that the amylose content of QYJG was only 0.91%, indicating that it was a typical waxy millet variety. QYJG exhibited higher contents of unsaturated fatty acids (90.85%), polyphenols (1.00 mg GAE/g) and polysaccharides (7.66 mg/g) than LG23 (P<0.05), along with a relatively favorable fatty acid composition. In contrast, the contents of flavonoids (15.72 mg RE/g), essential amino acids (96.88 mg/kg) and total amino acids (1765.72 mg/kg) in LG23 were significantly higher than those in QYJG (P<0.01). LG23 also contained abundant levels of branched-chain amino acids and limiting amino acids, which confered a significant advantage in amino acid synthesis. A total of 1408 metabolites were identified in QYJG and LG23, primarily consisting of lipids, alkaloids, flavonoids, amino acids and their derivatives. And 587 significantly differential metabolites were screened, with 366 up-regulated in QYJG and 221 up-regulated in LG23. These differential metabolites were mainly involved in pathways related to the biosynthesis and metabolic pathways of secondary metabolites, amino acids, carbohydrates, vitamins and cofactors, as well as lipid. Lipid and carbohydrate metabolic pathways were more active in QYJG, which might contribute to its antioxidant stability and low glycemic properties. LG23 exhibited enhanced amino acid and flavonoid metabolic pathways, highlighting its superior antioxidant capacity and nitrogen metabolism efficiency. This study revealed the differences in nutritional quality and metabolic profiles between QYJG and LG23 from the perspectives of physicochemical properties and metabolomics, which provided a theoretical basis for precise breeding of millet varieties and the development and utilization of related products.

Qingyang Jiugu (QYJG)  /  Longgu 23 (LG23)  /  widely targeted metabolomics  /  nutrient composition  /  differential metabolites  /  metabolic pathways
张爱琴, 柳利龙, 郭斌, 张环, 徐瑞, 于安芬, 李瑞琴, 许文艳. 基于广泛靶向代谢组学的庆阳酒谷和陇谷23品种小米代谢物差异分析. 食品工业科技, 2026 , 47 (16) : 336 -345 . DOI: 10.13386/j.issn1002-0306.2025060253
Aiqin ZHANG, Lilong LIU, Bin GUO, Huan ZHANG, Rui XU, Anfen YU, Ruiqin LI, Wenyan XU. Analysis of Differential Metabolites in Qingyang Jiugu and Longgu 23 Millet Varieties Using Widely Targeted Metabolomics[J]. Science and Technology of Food Industry, 2026 , 47 (16) : 336 -345 . DOI: 10.13386/j.issn1002-0306.2025060253
Year 2026 volume 47 Issue 16
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doi: 10.13386/j.issn1002-0306.2025060253
  • Receive Date:2025-06-20
  • Online Date:2026-10-24
  • Published:2026-08-15
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  • Received:2025-06-20
Affiliations
    1Animal Husbandry, Pasture and Green Agriculture Institute, Gansu Academy of Agricultural Sciences, Lanzhou 730070, China
    2Wheat Research Institute, Gansu Academy of Agricultural Science, Lanzhou 730070, 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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