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纸质出版日期:2017
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蔡晓洋, 张思荻, 曾俊, 等. 基于主成分分析和聚类分析的栀子种质资源评价[J]. 中国实验方剂学杂志, 2017,23(14):30-37.
CAI Xiao-yang, ZHANG Si-di, ZENG Jun, et al. Evaluation of Germplasm Resources of Gardeniae Fructus Based on Principal Component and Hierarchical Cluster Analysis[J]. Chinese journal of experimental traditional medical formulae, 2017, 23(14): 30-37.
蔡晓洋, 张思荻, 曾俊, 等. 基于主成分分析和聚类分析的栀子种质资源评价[J]. 中国实验方剂学杂志, 2017,23(14):30-37. DOI: 10.13422/j.cnki.syfjx.2017140030.
CAI Xiao-yang, ZHANG Si-di, ZENG Jun, et al. Evaluation of Germplasm Resources of Gardeniae Fructus Based on Principal Component and Hierarchical Cluster Analysis[J]. Chinese journal of experimental traditional medical formulae, 2017, 23(14): 30-37. DOI: 10.13422/j.cnki.syfjx.2017140030.
目的:通过探讨栀子种质资源之间的理化品质差异,为新品种选育及定向育种提供理论支持。方法:对24个种质来源的栀子种苗的主要农艺性状进行测定,采用UPLC对栀子药材中栀子苷和西红花苷-Ⅰ,西红花苷-Ⅱ的含量进行测定,并采用描述性统计、主成分和聚类分析方法对栀子种质来源和品质关系进行了分析。结果:24个来源的栀子的根系长度、叶形指数、叶片数和地径4项指标未表现出差异。江西1,2,4,浙江1,3,4等6个药材质量不合格,栀子苷质量分数未达到2015年版《中国药典》的规定(1.8%)。对存在差异的11项品质指标进行了主成分分析,根据主成分解释总变量和碎石图提取了4个主成分反映原来变量85.14%的信息。第1主成分主要综合了叶长、叶宽指标的信息,即种苗叶形因子;第2主成分主要综合了栀子苷,西红花苷-Ⅰ,西红花苷-Ⅱ和西红花苷类指标的信息,即药材内在品质因子;第3主成分主要综合了种苗鲜重和干重的信息,即种苗质量因子;第4主成分主要综合了苗高、苗高与根长比、叶片张开程度的含量信息,即种苗苗型因子。结合主成分分析综合评分表直观地反映出栀子品质的优良顺序;聚类分析将24个种质的栀子分为3类,聚类分析与综合评分排序表对种质资源类别的判定结果较为一致。结论:本研究表明四川1,3,4以及江西7等栀子品质较好,可作为新品种选育及定向育种的优良材料。
Objective: To investigate the differences in physical and chemical characteristics among germplasm resources of Gardenia jasminoides
in order to provide theoretical support for directional breeding and breeding of new varieties. Method: Main agronomic states of cultivated Gardeniae Fructus collected from 24 sources were determined. Content of geniposide
crocin Ⅰ and crocin Ⅱ in Gardeniae Fructus of different origins were determined using UPLC. Interrelationships between germplasm resources and quality were investigated by descriptive statistics
principal component analysis (PCA) and hierarchical cluster analysis (HCA). Result: There was no significant difference in root length
leaf shape index
the number of leaves and diameter of G. jasminoides among 24 germplasm resources. The quality of six medicines
namely Jiangxi 1
Jiangxi 2
Jiangxi 4
Zhejiang 1
Zhejiang 3
Zhejiang 4
did not reach the standards set forth in the Chinese pharmacopoeia (2015). The 11 quality indexes were investigated by principal component analysis. The first four components representing 85.14% of the total variability on the basis of the total variance explained and the screen plot of principal component analysis. The first principal component was related to leaf length and leaf width
which were the seedling leaf shape factor. The second principal component was related to geniposide
crocin Ⅰ
crocin Ⅱ and crocins
which were the herbs' intrinsic quality factor. The third principal component was related to fresh seedling weight and dry seedling weight
which were the seedling weight factor. The fourth principal component was related to seedling height
ratio of seedling height and root length
and leaf opening degree
which were the seedling form factor. PCA visually displayed the sequence of quality of Gardeniae Fructus HCA classified the 24 Gardeniae Fructus of different germplasm resources into three main categories on the basis of the measurement parameters
which was consistent with the results of PCA. Conclusion: This study shows that Sichuan 1
3
4
and Jiangxi 7 species of Gardeniae Fructus has a quality
and can be included in directional breeding and breeding of new varieties.
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