食品科学 ›› 2024, Vol. 45 ›› Issue (11): 1-7.doi: 10.7506/spkx1002-6630-20230724-264

• 基础研究 •    下一篇

玉米籽粒后熟品质性状主成分分析与综合评价

曹勇,许秀颖,蔡丹,刘回民,张浩,赵城彬,郑明珠,刘景圣   

  1. (吉林农业大学食品科学与工程学院,小麦和玉米深加工国家工程研究中心,吉林?长春 130118)
  • 出版日期:2024-06-15 发布日期:2024-06-13
  • 基金资助:
    国家自然科学基金面上项目(32072217);现代农业产业技术体系建设专项(CARS-02)

Principal Component Analysis and Comprehensive Evaluation of Quality Traits in Post-ripening Corn Kernels

CAO Yong, XU Xiuying, CAI Dan, LIU Huimin, ZHANG Hao, ZHAO Chengbin, ZHENG Mingzhu, LIU Jingsheng   

  1. (National Engineering Research Center for Wheat and Corn Deep Processing, College of Food Science and Engineering, Jilin Agricultural University, Changchun 130118, China)
  • Online:2024-06-15 Published:2024-06-13

摘要: 为科学评价玉米在后熟阶段籽粒的生理特征和营养品质,对郑单958(Zd958)和先玉335(Xy335)两个品种玉米籽粒在后熟过程中的14 个生理生化和品质性状指标,包括水分含量与状态、呼吸速率、可溶性糖含量、α-淀粉酶活性、过氧化氢酶活性、过氧化物酶活性、己糖激酶活性、异柠檬酸脱氢酶活性、脂肪酸值、淀粉含量、千粒质量和快消化淀粉含量变化进行分析与综合评价。结果表明,玉米籽粒在后熟过程中的品质性状变化存在显著差异(P<0.05)。运用主成分分析法对玉米籽粒后熟品质性状进行综合评价,提取出不耐储因子、产量因子和消化特征因子3 个主成分。3 个主成分的贡献率分别为53.436%、18.466%和12.857%,累计贡献率为84.759%。根据综合分析F值变化规律,可以对玉米的后熟品质与后熟时间进行判定。新收获玉米Zd958和Xy335的后熟时间分别为50、30 d。本研究结果可以为新玉米后熟品质的判定及玉米的加工利用提供参考。

关键词: 玉米;后熟;品质性状;主成分分析;综合评价

Abstract: The purpose of this study was to evaluate the physiological characteristics and nutritional quality of corn kernels during the post-ripening stage. Using principal component analysis (PCA), this study analyzed and comprehensively evaluated 14 physiological and quality traits of post-ripening corn kernels from two varieties (Zhengdan 958 and Xianyu 335), including water content and state, respiratory rate, soluble sugar content, α-amylase activity, catalase (CAT) activity, peroxidase (POD) activity, hexokinase (HK) activity, isocitrate dehydrogenase (IDH) activity, fatty acid value, starch content, 1 000-grain mass and rapid digestible starch (RDS) content. The results showed significant variations in various quality traits of corn grains during the post-ripening process (P < 0.05). PCA extracted three principal components, namely storage intolerance factor, yield factor and digestive characteristic factor, which explained 53.436%, 18.466% and 12.857% of the total variance, respectively, 84.759% in total. The post-ripening quality and time of corn could be determined according to the changes of F-value. The post-ripening time of newly harvested corn grains from Zhengdan 958 and Xianyu 335 were 50 and 30 days, respectively. The results of this study could provide a reference for the evaluation of the post-ripening quality of newly harvested corn and the processing and utilization of corn.

Key words: corn; post-ripening; quality traits; principal component analysis; comprehensive evaluation

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