Determination of Total Flavonoid Content in Medicinal Plant Leaves Powder Using Infrared Spectroscopy and Chemometrics

被引:3
|
作者
Wulandari, Lestyo [1 ]
Permana, Bayu Dwi [1 ]
Kristiningrum, Nia [1 ]
机构
[1] Univ Jember, Fac Pharm, Pharmaceut Anal & Chemometr Res Grp, JL Kalimantan 37, Jember 68121, East Java, Indonesia
关键词
medicinal plant leaves powder; total flavonoid content; NIR; FTIR; chemometric;
D O I
10.22146/ijc.47047
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Flavonoid is phenolic compounds consisting of fifteen carbon atoms and is commonly found in plants. Infrared (IR) spectroscopy combined with chemometrics, has been developed for a simple analysis of flavonoid in the medicinal plant leaves powder. IR spectra of selected medicinal plant powder were correlated with flavonoid content using chemometrics. The chemometric methods used for calibration analysis were Partial Least Square (PLS), Principal Component Regression (PCR), and Support Vector Regression (SVR). After the calibration model was formed, it was then validated using Leave-One-Out-Cross-Validation (LOOCV) and 2-fold cross-validation. In this study, the PLS of the Near-infrared (NIR) calibration model showed the best calibration with R-Square and RMSEC values of 0.9676524 and 0.0978202, respectively. The LOOCV of PLS of the NIR calibration model has the R-square and RMSE values of 0.9850164 and 0.067663, respectively. The 2-fold cross-validation gave the R-square and RMSE values of 0.9857071 and 0.2104665, respectively. PLS of the NIR calibration model was further used to predict unknown flavonoid content in commercial samples. The significance of flavonoid content that has been measured by NIR and UV-Vis spectrophotometry was evaluated with paired samples T-test. The flavonoid content that has been measured with both methods gave no significant difference.
引用
收藏
页码:1044 / 1051
页数:8
相关论文
共 50 条
  • [21] Determination of total flavonoid content distribution on different color Ginkgo biloba leaves
    Shi, Jiyong
    Zou, Xiaobo
    Zhang, Detao
    Chen, Zhengwei
    Zhao, Jiewen
    Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery, 2014, 45 (11): : 242 - 245
  • [22] A Method for the Quantitative Determination of the Total Flavonoid Content of Moringa Leaves (Moringa oleifera)
    E. E. Kurdyukov
    O. A. Vodop’yanova
    I. Ya. Moiseeva
    E. F. Semenova
    Moscow University Chemistry Bulletin, 2021, 76 : 224 - 226
  • [23] A Method for the Quantitative Determination of the Total Flavonoid Content of Moringa Leaves (Moringa oleifera)
    Kurdyukov, E. E.
    Vodop'yanova, O. A.
    Moiseeva, I. Ya.
    Semenova, E. F.
    MOSCOW UNIVERSITY CHEMISTRY BULLETIN, 2021, 76 (03) : 224 - 226
  • [24] Discrimination of plant pathogenic fungi using attenuated total reflectance Fourier transform infrared spectroscopy and chemometrics
    Vieira, Vanessa Figueiredo Duarte
    Morais, Estefenson Marques
    Beserra Junior, Jose Evando Aguiar
    Araujo, Francisca Diana da Silva
    EUROPEAN JOURNAL OF PLANT PATHOLOGY, 2024, 168 (04) : 787 - 797
  • [25] Discrimination of plant pathogenic fungi using attenuated total reflectance Fourier transform infrared spectroscopy and chemometrics
    Vanessa Figueiredo Duarte Vieira
    Estefenson Marques Morais
    José Evando Aguiar Beserra Júnior
    Francisca Diana da Silva Araújo
    European Journal of Plant Pathology, 2024, 168 : 787 - 797
  • [26] Infrared Spectroscopy Combined with Chemometrics for Rapid Determination of Total Flavonoids in Dendrobium Of ficinale
    Sun Heng
    Jin Hang
    Hu Qiang
    Kang Ping-de
    Chen Jun-fei
    He Jia-wei
    Wang Yuan-zhong
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38 (06) : 1702 - 1707
  • [27] Determination Geographical Origin and Flavonoids Content of Goji Berry Using Near-Infrared Spectroscopy and Chemometrics
    Shen Tingting
    Zou Xiaobo
    Shi Jiyong
    Li Zhihua
    Huang Xiaowei
    Xu Yiwei
    Chen Wu
    Food Analytical Methods, 2016, 9 : 68 - 79
  • [28] Rapid Determination of β-Glucan Content of Hulled and Naked Oats Using near Infrared Spectroscopy Combined with Chemometrics
    Meenu, Maninder
    Zhang, Yaqian
    Kamboj, Uma
    Zhao, Shifeng
    Cao, Lixia
    He, Ping
    Xu, Baojun
    FOODS, 2022, 11 (01)
  • [29] Determination of liquid egg composition using attenuated total reflectance Fourier transform infrared spectroscopy and chemometrics
    Uysal, Reyhan S.
    Yilmaz, Ozay Mentes
    Boyaci, Ismail H.
    JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE, 2019, 99 (07) : 3572 - 3577
  • [30] Rapid determination of moisture content in compound fertilizer using visible and near infrared spectroscopy combined with chemometrics
    Wang, L. S.
    Wang, R. J.
    Lu, C. P.
    Wang, J.
    Huang, W.
    INFRARED PHYSICS & TECHNOLOGY, 2019, 102