Comprehensive Evaluation on Yield and Quality of Medicinal <i>Chrysanthemum</i> <i>morifolium</i> Varieties Based on Principal Component Analysis and Cluster Analysis

HUANG Zhen; CI Huiting; LIU Zhiyong; XUE Yuqian; REN Xiuxia; XUE Jingqi; ZHANG Xiuxin

doi:10.13386/j.issn1002-0306.2023050062

Volume 45 Issue 5

Feb. 2024

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Science and Technology of Food Industry > 2024 > 45(5): 271-280. > DOI: 10.13386/j.issn1002-0306.2023050062

HUANG Zhen, CI Huiting, LIU Zhiyong, et al. Comprehensive Evaluation on Yield and Quality of Medicinal Chrysanthemum morifolium Varieties Based on Principal Component Analysis and Cluster Analysis[J]. Science and Technology of Food Industry, 2024, 45(5): 271−280. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2023050062.

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Comprehensive Evaluation on Yield and Quality of Medicinal Chrysanthemum morifolium Varieties Based on Principal Component Analysis and Cluster Analysis

1.
Zaozhuang Vocational College, Zaozhuang 277800, China
2.
Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China

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Received Date: May 08, 2023
Available Online: January 03, 2024

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Abstract

In order to prevent the mixing of varieties and screen special medicinal or tea Chrysanthemum morifolium varieties, 16 samples of 8 medicinal C. morifolium varieties from different producing areas were used in this study. Ultra-high performance liquid chromatography and colorimetry were used to determine the quality components from different producing areas, we also determined their yield and quality based on principal component analysis (PCA) and cluster analysis (CA). The results showed that the variation coefficient of the amount of single capitulum per plant was the largest (39.03%) among the yield indexes, which was the main factor that constituted the dry weight of single capitulum per plant (r=0.800). Furthermore, the ‘Hongxin Ju’ from Zaozhuang had the highest value in both the amount of single capitulum (496.50) and dry weight of single capitulum per plant. The contents of medical components, including chlorogenic acid, 3,5-O-dicaffeoylquinic acid and total flavonoids showed significant differences (P<0.05) among different samples from various areas, and the three compounds in ‘Chuju’ from Chuzhou had relative higher levels (3.75%, 8.07% and 16.08%, respectively), which was consistent with the comprehensive evaluation results of its quality components, and indicating that ‘Chuju’ from Chuzhou was suitable for medicinal use. Four principal components were extracted from the PCA of 13 traits indexes, including pharmacodynamic factor, high yield factor, total flavonoid factor and flower diameter factor, and their cumulative contribution rate reached 84.34%. The comprehensive scores of ‘Hongxin Ju’, ‘Zaoxiaoyang Ju’ and ‘Chuju’ after introduced to Zaozhuang ranked the top three among 16 samples of 8 varieties from various areas. Combined with the results of CA, it indicated that in the original area, 'Chuju' from Chuzhou was more suitable for medical use, in the introducing area of Zaozhuang, ‘Hongxin Ju’ was a high-yielding variety, and ‘Zaoxiaoyang Ju’ was a variety with good comprehensive quality. In summary, a comprehensive evaluation system for the yield and quality of medicinal C. morifolium varieties was established to provide a theoretical basis for the introduction and screening of new varieties of medicinal and tea C. morifolium and the homologous utilization of medicine and food in China.
- medicinal Chrysanthemum morifolium,
- comprehensive evaluation,
- principal component analysis,
- cluster analysis

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References

[1]	国家药典委员会. 中华人民共和国药典(一部)[S]. 北京:中国医药科技出版社, 2020:323−324. [National Pharmacopoeia Committee. Pharmacopoeia of the People's Republic of China, Volume I[S]. Beijing:China Medical Science and Technology Press, 2020:323−324.] National Pharmacopoeia Committee. Pharmacopoeia of the People's Republic of China, Volume I[S]. Beijing: China Medical Science and Technology Press, 2020: 323−324.
[2]	YUAN J, HUANG J, WU G, et al. Multiple responses optimization of ultrasonic-assisted extraction by response surface methodology (RSM) for rapid analysis of bioactive compounds in the flower head of Chrysanthemum morifolium Ramat[J]. Industrial Crops and Products,2015,74:192−199. doi: 10.1016/j.indcrop.2015.04.057
[3]	PENG A, LIN L Z, ZHAO M, et al. Classification of edible chrysanthemums based on phenolic profiles and mechanisms underlying the protective effects of characteristic phenolics on oxidatively damaged erythrocyte[J]. Food Research International,2019,123:64−74. doi: 10.1016/j.foodres.2019.04.046
[4]	LI Y F, HAO Y M, GAO B Y, et al. Chemical profile and in vitro gut microbiota modulatory, anti-inflammatory and free radical scavenging properties of Chrysanthemum morifolium cv. Fubaiju[J]. Journal of Functional Foods,2019,58:114−122. doi: 10.1016/j.jff.2019.04.053
[5]	FENG R T, LU Y, BOWMAN L L, et al. Inhibition of activator protein-1, NF-kappa B. and MAPKs and induction of phase 2 detoxifying enzyme activity by chlorogenic acid[J]. Journal of Biological Chemistry,2005,280(30):27888−27895. doi: 10.1074/jbc.M503347200
[6]	WANG T, ZHU Z B, MAO P F, et al. Variation in major flavonoids glycosides and caffeoylquinic acids during florescence of three Chrysanthemum morifolium Ramat cv. ‘Hangju’ genotypes[J]. Biochemical Systematics and Ecology,2013,47(6):74−79.
[7]	TSAI P J, CHANG M L, HSIN C M, et al. Antilipotoxicity activity of osmanthus fragrans and Chrysanthemum morifolium flower extracts in hepatocytes and renal glomerular mesangial cells[J]. Mediators of Inflammation, 2017, 2017(6): 856095.
[8]	GAO T, ZHU Z Y, ZHOU X, et al. Chrysanthemum morifolium extract improves hypertension-induced cardiac hypertrophy in rats by reduction of blood pressure and inhibition of myocardial hypoxia inducible factor-1alpha expression[J]. Pharmaceutical Biology,2016,54(12):2895−2900. doi: 10.1080/13880209.2016.1190764
[9]	YANG P F, YANG Y N, FENG Z M, et al. Six new compounds from the flowers of Chrysanthemum morifolium and their biological activities[J]. Bioorganic Chemistry,2019,82:139−144. doi: 10.1016/j.bioorg.2018.10.007
[10]	TAO J H, DUAN J A, ZHANG W, et al. Polysaccharides from Chrysanthemum morifolium Ramat. ameliorate colitis rats via regulation of the metabolicprofiling and NF- κB/TLR4 and IL-6/JAK2/STAT3 signaling pathways[J]. Frontiers in Pharmacology,2018,9:746. doi: 10.3389/fphar.2018.00746
[11]	詹歌, 孙梦媛, 李军, 等. 不同产地5种菊花氨基酸组成分析及营养价值评价[J]. 安徽农业大学学报,2019,46(6):908−914. [ZHAN G, SUN M Y, LI J, et al. Analysis of amino acid composition and nutritive value of five cultivars of Chrysanthemum morifolium from different producing areas[J]. Journal of Anhui Agricultural University,2019,46(6):908−914.] ZHAN G, SUN M Y, LI J, et al. Analysis of amino acid composition and nutritive value of five cultivars of Chrysanthemum morifolium from different producing areas[J]. Journal of Anhui Agricultural University, 2019, 46（6）: 908−914.
[12]	颜鸿远, 刘引, 徐扬, 等. 药用和茶用菊花种质资源的矿质元素分析评价[J]. 中国中药杂志,2021,46(2):272−280. [YAN H Y, LIU Y, XU Y, et al. Analysis and evaluation of mineral elements of Chrysanthemum morifolium for medicinal and tea use of different germplasm resources[J]. China Journal of Chinese Materia Medica,2021,46(2):272−280.] YAN H Y, LIU Y, XU Y, et al. Analysis and evaluation of mineral elements of Chrysanthemum morifolium for medicinal and tea use of different germplasm resources[J]. China Journal of Chinese Materia Medica, 2021, 46（2）: 272−280.
[13]	CHENG L Z, CHEN L, YANG Q Q, et al. Antitumor activity of Se-containing tea polysaccharides against sarcoma 180 and comparison with regular tea polysaccharides and Se-yeast[J]. International Journal of Biological Macromolecules,2018,12(120):853−858.
[14]	李曦, 郭灵安, 雷欣宇, 等. 金丝皇菊的营养成分分析与评价[J]. 现代食品科技,2019,35(11):237−241,260. [LI X, GUO L A, LEI X Y, et al. Nutritional analysis and evaluation of Chrysanthemum[J]. Modern Food Science and Technology,2019,35(11):237−241,260.] LI X, GUO L A, LEI X Y, et al. Nutritional analysis and evaluation of Chrysanthemum[J]. Modern Food Science and Technology, 2019, 35（11）: 237−241,260.
[15]	CHENG J, ZHOU Z W, SHENG H P, et al. An evidence-based update on the pharmacological activities and possible molecular targets of Lycium barbarum polysaccharides[J]. Drug Design, Development and Therapy,2014,17(9):33−78.
[16]	COSTA F, CAPPELLIN L, LONGHI S, et al. Assessment of apple ( Malus× domestica Borkh.) fruit texture by a combined acoustic-mechanical profiling strategy[J]. Postharvest Biology & Technology,2011,61(1):21−28.
[17]	林蝉蝉, 何舟阳, 单文龙, 等. 基于主成分与聚类分析综合评价杨凌地区红色鲜食葡萄果实品质[J]. 果树学报,2020,37(4):520−532. [LIN C C, HE Z Y, SHAN W L, et al. Comprehensive evaluation of fruit quality of 12 red table grape cultivars cultivated in Yangling area based on principal component and cluster analyses[J]. Journal of Fruit Science,2020,37(4):520−532.] LIN C C, HE Z Y, SHAN W L, et al. Comprehensive evaluation of fruit quality of 12 red table grape cultivars cultivated in Yangling area based on principal component and cluster analyses[J]. Journal of Fruit Science, 2020, 37（4）: 520−532.
[18]	武琳霞, 李玲, 张国光, 等. 基于主成分及聚类分析的不同产地冬枣品质特性分析[J]. 食品科学,2022,43(8):334−338. [WU L X, LI L, ZHANG G G, et al. Analysis on quality characteristics of winter jujube from different regions based on principal component analysis and cluster analysis[J]. Food Science,2022,43(8):334−338.] WU L X, LI L, ZHANG G G, et al. Analysis on quality characteristics of winter jujube from different regions based on principal component analysis and cluster analysis[J]. Food Science, 2022, 43（8）: 334−338.
[19]	周艳超, 薛坤, 葛海燕, 等. 基于主成分与聚类分析的樱桃番茄品质综合评价[J]. 浙江农业学报,2021,33(12):2320−2329. [ZHOU Y C, XUE K, GE H Y, et al. Comprehensive evaluation of cherry tomato quality based on principal component analysis and cluster analysis[J]. Acta Agriculturae Zhejiangensis,2021,33(12):2320−2329.] ZHOU Y C, XUE K, GE H Y, et al. Comprehensive evaluation of cherry tomato quality based on principal component analysis and cluster analysis[J]. Acta Agriculturae Zhejiangensis, 2021, 33（12）: 2320−2329.
[20]	胡小霞, 邓丽娟, 刘睿婷, 等. 基于主成分分析的大蒜药用质量评价[J]. 食品工业科技,2023,44(12):293−299. [HU X X, DENG L J, LIU R T, et al. Evaluation of medicinal quality of garlic based on principal component analysis[J]. Science and Technology of Food Industry,2023,44(12):293−299.] HU X X, DENG L J, LIU R T, et al. Evaluation of medicinal quality of garlic based on principal component analysis[J]. Science and Technology of Food Industry, 2023, 44（12）: 293−299.
[21]	王红宝, 丁丁, 郑伶杰, 等. 滨海地区12个食用菊品种(系)农艺及品质性状综合评价[J/OL]. 分子植物育种1−23[2023-02-06]. http://kns.cnki.net/kcms/detail/46.1068.S.20220613.0815.002.html. [WANG H B, DING D, ZHENG L J, et al. Comprehensive evaluation of the agronomic and quality characteristics of 12 edible chrysanthemum varieties (lines) in coastal areas[J/OL]. Molecular Plant Breeding:1−23[2023-02-06]. http://kns.cnki.net/kcms/detail/46.1068.S.20220613.0815.002.html.] WANG H B, DING D, ZHENG L J, et al. Comprehensive evaluation of the agronomic and quality characteristics of 12 edible chrysanthemum varieties （lines） in coastal areas[J/OL]. Molecular Plant Breeding: 1−23[2023-02-06]. http://kns.cnki.net/kcms/detail/46.1068.S.20220613.0815.002.html.
[22]	GONG J Y, CHU B Q, GONG L X, et al. Comparison of phenolic compounds and the antioxidant activities of fifteen Chrysanthemum morifolium Ramat cv. 'Hangbaiju' in China[J]. Antioxidants (Basel, Switzerland),2019,8(8):325. doi: 10.3390/antiox8080325
[23]	陈乐, 刘引, 陈昌婕, 等. 药用及茶用菊花种质资源农艺性状的遗传多样性分析[J]. 分子植物育种,2022,20(15):5172−5188. [CHEN Y, LIU Y, CHEN C J, et al. Analysis on genetic diversity of agronomic traits in Chrysanthemum germplasm for medicinal and tea use[J]. Molecular Plant Breeding,2022,20(15):5172−5188.] CHEN Y, LIU Y, CHEN C J, et al. Analysis on genetic diversity of agronomic traits in Chrysanthemum germplasm for medicinal and tea use[J]. Molecular Plant Breeding, 2022, 20（15）: 5172−5188.
[24]	黄振, 柳志勇, 王顺利, 等. 我国药用菊花品种资源调查与产业现状分析[J]. 中药材,2020,43(6):1325−1329. [HUANG Z, LIU Z Y, WANG S L, et al. Resources investigation of Chinese medicinal Chrysanthemum morifolium varieties and its industry status analysis[J]. Journal of Chinese Medicinal Materials,2020,43(6):1325−1329.] HUANG Z, LIU Z Y, WANG S L, et al. Resources investigation of Chinese medicinal Chrysanthemum morifolium varieties and its industry status analysis[J]. Journal of Chinese Medicinal Materials, 2020, 43（6）: 1325−1329.
[25]	张红瑞, 周艳, 黄勇, 等. 采收时间对6个栽培类型药菊产量品质的影响[J]. 山东农业科学,2016,48(7):82−85. [ZHANG H R, ZHOU Y, HUANG Y, et al. Influences of different picking times on yield and quality of six cultivars of medicinal Chrysanthemum morifolium[J]. Shandong Agricultural Sciences,2016,48(7):82−85.] ZHANG H R, ZHOU Y, HUANG Y, et al. Influences of different picking times on yield and quality of six cultivars of medicinal Chrysanthemum morifolium[J]. Shandong Agricultural Sciences, 2016, 48（7）: 82−85.
[26]	王霏, 李卫文, 廖华俊, 等. 亳菊的加工方法研究[J]. 安徽农业大学学报,2014,41(5):882−885. [WANG F, LI W W, LIAO H J, et al. Comparison of processing methods of Chrysanthemum morifolium Bozhou[J]. Journal of Anhui Agricultural University,2014,41(5):882−885.] WANG F, LI W W, LIAO H J, et al. Comparison of processing methods of Chrysanthemum morifolium Bozhou[J]. Journal of Anhui Agricultural University, 2014, 41（5）: 882−885.
[27]	刘汉珍, 史亚东, 俞浩, 等. 不同品种菊花中4种黄酮类化合物的含量测定比较研究[J]. 中药材,2016,39(9):2046−2048. [LIU H Z, SHI Y D, YU H, et al. Comparative study on the four kinds of flavonoids from four different varieties of Dendranthema morifolium[J]. Journal of Chinese Medicinal Materials,2016,39(9):2046−2048.] LIU H Z, SHI Y D, YU H, et al. Comparative study on the four kinds of flavonoids from four different varieties of Dendranthema morifolium[J]. Journal of Chinese Medicinal Materials, 2016, 39（9）: 2046−2048.
[28]	江珊珊, 傅志红, 唐密机, 等. HPLC-DAD法同时测定杭白菊不同部位七种活性成分的含量[J]. 中国药师,2015,18(10):1724−1728. [JIANG S S, FU Z H, TANG M J, et al. Simultaneous determination of seven active constituents in different parts of Dandrantherna Morifolium (Ramat.) Tzvel. by HPLC-DAD[J]. China Pharmacist,2015,18(10):1724−1728.] JIANG S S, FU Z H, TANG M J, et al. Simultaneous determination of seven active constituents in different parts of Dandrantherna Morifolium （Ramat.） Tzvel. by HPLC-DAD[J]. China Pharmacist, 2015, 18（10）: 1724−1728.
[29]	朱琳, 郭建明, 杨念云, 等. 菊非药用部位化学成分的分布及其动态积累研究[J]. 中草药,2014,45(3):425−431. [ZHU L, GUO J M, YANG N Y, et al. Distribution and dynamic changes of chemical constituents from non-medicial parts of Chrysanthemum morifolium[J]. Chinese Traditional and Herbal Drugs,2014,45(3):425−431.] ZHU L, GUO J M, YANG N Y, et al. Distribution and dynamic changes of chemical constituents from non-medicial parts of Chrysanthemum morifolium[J]. Chinese Traditional and Herbal Drugs, 2014, 45（3）: 425−431.
[30]	杨毕超, 时维静, 章庆华, 等. 安徽省药用菊花多类成分含量比较[J]. 安徽科技学院学报,2013,27(5):50−54. [YANG B C, SHI W J, ZHANG Q H, et al. Comparison of multi-component of Chrysanthemum in Anhui[J]. Journal of Anhui Science and Technology University,2013,27(5):50−54.] YANG B C, SHI W J, ZHANG Q H, et al. Comparison of multi-component of Chrysanthemum in Anhui[J]. Journal of Anhui Science and Technology University, 2013, 27（5）: 50−54.
[31]	张梦, 张遥遥, 胡悦, 等. 基于主成分分析和聚类分析的百合花瓣品质综合分析与评价[J]. 食品工业科技,2020,41(3):232−238,245. [ZHANG M, ZHANG Y Y, HU Y, et al. Comprehensive evaluation of lily petal quality based on principal component analysis and cluster analysis[J]. Science and Technology of Food Industry,2020,41(3):232−238,245.] ZHANG M, ZHANG Y Y, HU Y, et al. Comprehensive evaluation of lily petal quality based on principal component analysis and cluster analysis[J]. Science and Technology of Food Industry, 2020, 41（3）: 232−238,245.
[32]	盛蒂, 郭亚勤, 王旭东, 等. 七种栽培类型菊花的植物学特征、产量及有效成分比较研究[J]. 中草药,2006,37(6):914−917. [SHENG D, GUO Y Q, WANG X D, et al. Comparative study on botanical characters, yield, and active components in flowers of seven cultivars from Chrysanthemum morifolium[J]. Chinese Traditional and Herbal Drugs,2006,37(6):914−917.] SHENG D, GUO Y Q, WANG X D, et al. Comparative study on botanical characters, yield, and active components in flowers of seven cultivars from Chrysanthemum morifolium[J]. Chinese Traditional and Herbal Drugs, 2006, 37（6）: 914−917.
[33]	杨朝帆, 董诚明, 邢冰, 等. 不同产地菊花质量研究[J]. 中国现代中药,2018,20(6):716−720. [YANG C F, DONG C M, XING B, et al. Study on quality of Chrysanthemum morifolium from different habitats[J]. Modern Chinese Medicine,2018,20(6):716−720.] YANG C F, DONG C M, XING B, et al. Study on quality of Chrysanthemum morifolium from different habitats[J]. Modern Chinese Medicine, 2018, 20（6）: 716−720.
[34]	陈韵姿, 李子鸿, 李怀国, 等. 四大品种菊花中不同成分含量比较. [J]. 广州中医药大学学报, 2016, 33(6):871-874. [CHEN Y Z, LI Z H, LI H G, et al. Comparison of component contents in four kinds of Flos Chrysanthemi[J]. Journal of Guangzhou University of Traditional Chinese Medicine, 2016, 33(6):871-874.] J]. 广州中医药大学学报, 2016, 33（6）: 871-874. [CHEN Y Z, LI Z H, LI H G, et al. Comparison of component contents in four kinds of Flos Chrysanthemi[J]. Journal of Guangzhou University of Traditional Chinese Medicine, 2016, 33（6）: 871-874.
[35]	叶梦倩, 邓静, 彭杰, 等. 菊花本草考证[J]. 中成药,2022,44(6):1912−1917. [YE M Q, DENG J, PENG J, et al. Herbal textual research of Chrysanthemum morifolium[J]. Chinese Traditional Patent Medicine,2022,44(6):1912−1917.] YE M Q, DENG J, PENG J, et al. Herbal textual research of Chrysanthemum morifolium[J]. Chinese Traditional Patent Medicine, 2022, 44（6）: 1912−1917.
[36]	李跃红, 冉茂乾, 徐孟怀, 等. 不同产地红心猕猴桃品质的主成分及聚类分析[J]. 食品工业科技,2021,42(10):222−228. [LI Y H, RAN M Q, XU M H, et al. Principal component and cluster analysis of quality of red-centred kiwifruit from different habitats[J]. Science and Technology of Food Industry,2021,42(10):222−228.] LI Y H, RAN M Q, XU M H, et al. Principal component and cluster analysis of quality of red-centred kiwifruit from different habitats[J]. Science and Technology of Food Industry, 2021, 42（10）: 222−228.
[37]	GIRSCHIK L, JONES J E, KERSLAKE F L, et al. Apple variety and maturity profiling of base ciders using UV spectroscopy[J]. Food Chemistry,2017,228:323−329. doi: 10.1016/j.foodchem.2017.02.012
[38]	王建芳, 高山, 牟德华. 基于主成分分析和聚类分析的不同品种燕麦品质评价[J]. 食品工业科技,2020,41(13):85−91. [WANG J F, GAO S, MOU D H. Quality evaluation of different varieties of oat based on principal components analysis and cluster analysis[J]. Science and Technology of Food Industry,2020,41(13):85−91.] WANG J F, GAO S, MOU D H. Quality evaluation of different varieties of oat based on principal components analysis and cluster analysis[J]. Science and Technology of Food Industry, 2020, 41（13）: 85−91.

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