食品科学 ›› 2025, Vol. 46 ›› Issue (5): 194-207.doi: 10.7506/spkx1002-6630-20240803-018

• 成分分析 • 上一篇    下一篇

比较代谢组学解析3 种中国东北苹果代谢物特征

田永涛,刘焰,滕宇,王歆然,洪利亚,王文蜀   

  1. (1.中央民族大学生命与环境科学学院,北京 100081;2.民族地区生态环境国家民委重点实验室(中央民族大学),北京 100081;3.北京市食品环境与健康工程技术研究中心,北京 100081;4.河南农业大学农学院,河南 郑州 450046;5.北京大学药学院,北京 100191)
  • 出版日期:2025-03-15 发布日期:2025-02-07
  • 基金资助:
    国家自然科学基金青年科学基金项目(32300334);2023年教育部中西部高等学校青年骨干教师国内访学项目; 民族地区生态环境国家民委重点实验室自主课题(中央民族大学)(KLEEMA202205); 中央民族大学2024学术团队引领计划项目(2024QNYL04)

Comparative Metabolomics Analysis of Metabolite Characteristics of Three Apple Varieties from Northeast China

TIAN Yongtao, LIU Yan, TENG Yu, WANG Xinran, HONG Liya, WANG Wenshu   

  1. (1. College of Life and Environmental Sciences, Minzu University of China, Beijing 100081, China; 2. Key Laboratory of Ecology and Environment in Minority Areas (Minzu University of China), National Ethnic Affairs Commission, Beijing 100081, China; 3. Beijing Municipal Engineering Research Center of Food Environment and Public Health, Beijing 100081, China; 4. College of Agronomy, Henan Agricultural University, Zhengzhou 450046, China; 5. School of Pharmaceutical Sciences, Peking University, Beijing 100191, China)
  • Online:2025-03-15 Published:2025-02-07

摘要: 本研究以红富士苹果为对照,基于超高效液相色谱-四极杆飞行时间质谱技术的非靶向代谢组学结合多元统计分析方法解析3 种东北产苹果(塞外红、K9、龙丰)果皮、果肉的代谢物组成及差异,以探究3 种东北产苹果果实代谢组轮廓及特征性成分。结果表明,4 种苹果果皮、果肉中共检测到239 种代谢物,分属酚类(种类数量占比为48.95%,后同)、糖类(15.06%)、萜类(13.81%)、维生素及脂肪酸(11.72%)、氨基酸类(7.11%)和核苷酸类(3.35%)。3 种东北产苹果与红富士苹果果皮或果肉相同部位的代谢物数量、种类及代谢通路途径相近,表明4 种苹果具有类似品质特征。4 种苹果的代谢物相对含量具有差异,主成分分析和层次聚类分析结果显示果皮、果肉各为一类,果皮或果肉相同部位在各组间明显分离,表明4 种苹果果皮、果肉代谢物组成存在差异。塞外红vs红富士苹果果皮、果肉的特征差异代谢物分别为19、10 个,K9 vs红富士苹果果皮、果肉的特征差异代谢物分别为22、16 个,龙丰vs红富士特征差异代谢物分别为31、20 个,龙丰与红富士苹果的果皮、果肉代谢物差异相较更大;塞外红vs K9的果皮、果肉间特征差异代谢物均为22 个,塞外红vs龙丰果皮、果肉间特征差异代谢物均为21 个,K9 vs龙丰的果皮、果肉间特征差异代谢物分别为31、15 个。酚类是4 种苹果果皮、果肉特征差异代谢物的主要组分,其中表儿茶素及其低聚体等黄烷醇在塞外红苹果中丰度最高,槲皮素糖苷等黄酮醇在K9苹果中丰度最高,绿原酸、新绿原酸等酚酸在龙丰苹果中丰度最高,可能分别是其特征代谢物和品种差异关键代谢物。研究结果揭示了3 种东北产苹果代谢组特征,可为其现代精准开发及我国苹果种质资源培育改良提供科学参考。

关键词: 塞外红苹果;K9苹果;龙丰苹果;比较代谢组学;超高效液相色谱-四极杆飞行时间质谱

Abstract: In this study, untargeted metabolomics based on ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UPLC-QTOF-MS) and multivariate statistics were combined to analyze the differences in metabolite composition in the peel and pulp of three apple varieties from Northeast China (Saiwaihong, K9, and Longfeng) using Red Fuji apples as a control. Our aim was to explore the metabolomic profile and characteristic components of the three varieties. The results showed that a total of 239 metabolites were detected in the peel and pulp of the four varieties, including phenols (48.95%), sugars (15.06%), terpenoids (13.81%), vitamin and fatty acids (11.72%), amino acids (7.11%), and nucleotides (3.35%). For each fruit part, the number and types of metabolites and metabolic pathways in the varieties from Northeast China were similar to those of Red Fuji apples, indicating comparable quality characteristics among the four varieties. Differences were observed in the relative contents of metabolites among the four varieties. Principal component analysis and hierarchical clustering analysis indicated that the peel and pulp were grouped into distinct clusters, with clear separation being found among the different varieties for each fruit part, highlighting compositional differences in the metabolites of the peel and pulp. The number of characteristic differential metabolites (CDMs) in the peel and pulp was follows: 19 and 10 for Saiwaihong vs. Red Fuji, 22 and 16 for K9 vs. Red Fuji, and 31 and 20 for Longfeng vs. Red Fuji, respectively, indicating greater differences in metabolite composition between Longfeng and Red fuji for both fruit parts. When comparing the three Northeast apple varieties, the number of differential metabolites in the peel and pulp was as follows: 22 and 22 for Saiwaihong vs. K9, 21 and 21 for Saiwaihong vs. Longfeng, 31 and 15 for K9 vs. Longfeng, respectively. Phenolic compounds were the major class of CDMs in the peel and pulp of apples among the four varieties. Flavanols such as epicatechin and its oligomer exhibited the highest abundance in Saiwaihong, flavonols such as quercetin glycoside showed the highest abundance in K9, and phenolic acids such as chlorogenic acid and neochlorogenic acid presented the highest abundance in Longfeng. The results of this study provide a scientific reference for the precise development of the three apple varieties from Northeast China and for the cultivation and improvement of apple germplasm resources in China.

Key words: Saiwaihong apple; K9 apple; Longfeng apple; comparative metabolomics; ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry

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