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
  • [1] Analysis of Flavonoid in Medicinal Plant Extract Using Infrared Spectroscopy and Chemometrics
    Wulandari, Lestyo
    Retnaningtyas, Yuni
    Nuri
    Lukman, Hilmia
    JOURNAL OF ANALYTICAL METHODS IN CHEMISTRY, 2016, 2016
  • [2] Determination of Total Sugar Content in Soy-Based Drinks Using Infrared Spectroscopy and Chemometrics
    André Machado Rech
    Fábio Henrique Weiler
    Marco Flôres Ferrão
    Food Analytical Methods, 2018, 11 : 1986 - 1993
  • [3] Determination of Total Sugar Content in Soy-Based Drinks Using Infrared Spectroscopy and Chemometrics
    Rech, Andre Machado
    Weiler, Fabio Henrique
    Ferrao, Marco Flores
    FOOD ANALYTICAL METHODS, 2018, 11 (07) : 1986 - 1993
  • [4] Determination of total nitrogen content in fresh leaves and leaf powder of Dendrobium orchids using near-infrared spectroscopy
    Karoojee, Supasuta
    Noypitak, Sirinad
    Abdullakasim, Supatida
    HORTICULTURE ENVIRONMENT AND BIOTECHNOLOGY, 2021, 62 (01) : 31 - 40
  • [5] Determination of total nitrogen content in fresh leaves and leaf powder of Dendrobium orchids using near-infrared spectroscopy
    Supasuta Karoojee
    Sirinad Noypitak
    Supatida Abdullakasim
    Horticulture, Environment, and Biotechnology, 2021, 62 : 31 - 40
  • [6] Total phenolic, total flavonoid content, and antioxidant capacity of the leaves of Meyna spinosa Roxb., an Indian medicinal plant
    Sen, Saikat
    De, Biplab
    Devanna, N.
    Chalcraborty, Raja
    CHINESE JOURNAL OF NATURAL MEDICINES, 2013, 11 (02) : 149 - 157
  • [7] Rapid determination of total phenolic content of whole wheat flour using near-infrared spectroscopy and chemometrics
    Tian, Wenfei
    Chen, Gengjun
    Zhang, Guorong
    Wang, Donghai
    Tilley, Michael
    Li, Yonghui
    FOOD CHEMISTRY, 2021, 344
  • [8] Rapid Determination of Total Phenol in Leaf Extracts of a Medicinal Plant using Infrared Spectroscopy and Chemometric Methods
    Lestyo Wulandari
    Kristiningrum, Nia
    Ratnasari, Fracilia Arinda
    Journal of Analytical Chemistry, 2020, 75 (04): : 479 - 486
  • [9] Rapid Determination of Total Phenol in Leaf Extracts of a Medicinal Plant using Infrared Spectroscopy and Chemometric Methods
    Wulandari, Lestyo
    Kristiningrum, Nia
    Ratnasari, Fracilia Arinda
    JOURNAL OF ANALYTICAL CHEMISTRY, 2020, 75 (04) : 479 - 486
  • [10] Rapid Determination of Total Phenol in Leaf Extracts of a Medicinal Plant using Infrared Spectroscopy and Chemometric Methods
    Nia Lestyo Wulandari
    Fracilia Arinda Kristiningrum
    Journal of Analytical Chemistry, 2020, 75 : 479 - 486