中国农业科学 ›› 2017, Vol. 50 ›› Issue (14): 2807-2815.doi: 10.3864/j.issn.0578-1752.2017.14.016

• 园艺 • 上一篇    下一篇

不同苹果品种果实矿质元素含量的因子分析和聚类分析

匡立学,聂继云,李志霞,关棣锴,毋永龙,闫震,程杨   

  1. 中国农业科学院果树研究所/农业部果品质量安全风险评估实验室(兴城),辽宁兴城 125100
  • 收稿日期:2017-01-20 出版日期:2017-07-16 发布日期:2017-07-16
  • 通讯作者: 聂继云,Tel:0429-3598178;E-mail:jiyunnie@163.com
  • 作者简介:匡立学,E-mail:Lixuekuang99@163.com
  • 基金资助:
    国家农产品质量安全风险评估计划(GJFP2016003,GJFP2017003)、中国农业科学院科技创新工程

Factor Analysis and Cluster Analysis of Mineral Elements Contents in Different Apple Varieties

KUANG LiXue, NIE JiYun, LI ZhiXia, GUAN DiKai, WU YongLong, YAN Zhen, CHENG Yang   

  1. Institute of Pomology, Chinese Academy of Agricultural Sciences/Laboratory of Quality & Safety Risk Assessment for Fruit (Xingcheng), Ministry of Agriculture, Xingcheng 125100, Liaoning
  • Received:2017-01-20 Online:2017-07-16 Published:2017-07-16

摘要: 【目的】研究不同苹果品种果实矿质元素含量特征,为苹果营养功能评价、苹果消费以及苹果育种亲本选择等提供科学依据。【方法】以125个品种的苹果果实为试材,测定K、P、Mg、Ca、Zn、Cu和Mn 7种矿质元素指标,应用因子分析和聚类分析对矿质元素含量进行分析。【结果】7种矿质元素的平均含量由高到低依次为:K(1 112.72 mg·kg-1)>P(119.59 mg·kg-1)>Mg(65.69 mg·kg-1)>Ca(56.96 mg·kg-1)>Zn(0.69 mg·kg-1)>Cu(0.66 mg·kg-1)>Mn(0.63 mg·kg-1),变异系数范围为19.4%(Mg)—43.9%(Cu)。K、P、Mg、Ca之间存在显著差异(P<0.05),Zn、Cu、Mn之间差异不显著。K-S检验表明7种矿质元素含量均服从正态分布。因子分析结果表明,苹果的特征矿质元素为Cu、K、Mg、P和Mn,提取的4个公因子累积方差贡献率为86.30%,因子1(F1)主要综合了Cu、K、Mg、P 4种矿质元素的信息,得分排名前3位的苹果品种依次为‘秋锦’‘五月’‘国庆’;F2代表Mn元素,排名前3位的苹果品种依次为‘斯塔克矮生’‘春香’和‘黄魁’;F3代表Zn元素信息,排名前3位的苹果品种依次为‘燕山红’‘Szampion’和‘4-23’;F4代表Ca的信息,排名前3位的苹果品种依次为‘新倭锦’‘伏锦’和‘太平洋玫瑰’。综合得分排名前5名的苹果品种由高到低依次为‘秋锦’‘五月’‘新国光’‘北斗’‘长红’。聚类分析将125个苹果品种分为5类,第1类包含9个苹果品种,这些苹果品种Ca很高;第2类包含28个苹果品种,Cu含量较高;第3类包含23个苹果品种,这些苹果品种Zn含量较高;第4类包含44个品种,这些苹果品种Ca、Cu、K、Mg、P、Zn含量均很低;第5类包含21个样品,这些苹果品种K、Mg、Mn、P含量均较高,Zn含量较低。【结论】苹果中K、Mg、Cu、P两两之间分别呈极显著正相关,相关系数均在0.5以上。Cu、K、Mg、P和Mn是苹果的特征矿质元素。不同品种苹果间7种矿质元素的组成存在差异,可分为5类,即高钙品种、高铜品种、高锌品种、高钾镁锰磷品种和低矿质元素品种。

关键词: 苹果, 品种, 矿质元素, 因子分析, 聚类分析

Abstract: 【Objective】 Studies on mineral elements characteristics in different apple varieties were conducted to provide a scientific basis for apple nutrition evaluation, apple consumption and parent selection. 【Method】 Seven indexes including K, P, Mg, Ca, Zn, Cu and Mn in 125 apple cultivars were determined and the contents were analyzed by factor analysis and cluster analysis.【Result】 The average contents of 7 mineral elements were followed by the order of K (1112.72 mg·kg-1)>P (119.59 mg·kg-1)>Mg (65.69 mg·kg-1)>Ca (56.96 mg·kg-1)>Zn (0.69 mg·kg-1)>Cu (0.66 mg·kg-1)>Mn (0.63 mg·kg-1). The coefficient of variation was varied from 19.4% (Mg) to 43.9% (Cu). There were significant differences among K, P, Mg and Ca (P<0.05), and no significant differences among Zn, Cu and Mn. All of the 7 mineral element contents obeyed the normal distribution by K-S test. The result of factor analysis showed that Cu, K, Mg, P and Mn were the characteristic elements of apples and the cumulative variance contribution rate of the first four components was 86.30%. The F1 (factor 1) represented Cu, K, Mg, P and the top three apple cultivars for F1 score were ‘Qiujin’, ‘May’ and ‘Guoqing’. The F2 represented Mn and the top three apple cultivars for F2 score were ‘Stark Spur Delicious’, ‘Chunxiang’ and ‘Yellow Transparent’. The F3 represented Zn and the top three apple cultivars for F3 score were ‘Yan shan hong’, ‘Szampion’ and ‘4-23’. The F4 represented Ca and the top three apple cultivars for F4 score were ‘Black Ben Davis’, ‘Fujin’ and ‘Pacific Rose’. The top five apple cultivars for synthesis scores were followed by the order of ‘Qiujin’, ‘May’, ‘New Ralls’, ‘Beidou’ and ‘Changhong’. The 125 apple samples were divided into 5 groups by cluster analysis. The first group included 9 samples in which the Ca content was very high, the second group included 28 samples in which the Cu content was very high, the third group included 23 samples in which the Zn content was very high, the fourth group included 44 samples in which the contents of Ca, Cu, K, Mg, P, Zn were relatively low and the fifth group included 21 samples in which the contents of K, Mg, Mn and P were high and the Zn content was low. 【Conclusion】 There were very significant positive correlations among K, Mg, Cu and P, and all the correlation coefficients were greater than 0.5. Cu, K, Mg, P and Mn were the characteristic elements of apples. The compositions of 7 mineral elements were different among different varieties. The 125 apple samples were divided into 5 types including high Ca variety, high Cu variety, high Zn variety, the variety with high Cu, K, Mg, P and Mn contents and the variety with low mineral element contents.

Key words: apple, variety, mineral element, factor analysis, cluster analysis