On-line UV-NIR spectroscopy as a process analytical technology (PAT) tool for on-line and real-time monitoring of the extraction process of Coptis Rhizome

被引:18
|
作者
Dai, Xuezhi [1 ]
Song, Hang [1 ]
Liu, Wen [1 ]
Yao, Shun [1 ]
Wang, Gang [1 ,2 ]
机构
[1] Sichuan Univ, Sch Chem Engn, Chengdu 610065, Peoples R China
[2] Zunyi Med Coll, Dept Pharm, Zunyi 563003, Peoples R China
关键词
NEAR-INFRARED SPECTROSCOPY; SQUARES REGRESSION PLSR; END-POINT DETERMINATION; CHROMATOGRAPHY; CALIBRATION; PREDICTION; MODELS;
D O I
10.1039/c5ra23688f
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
An on-line ultraviolet-near infrared (UV-NIR) spectroscopy-based method for on-line and real-time monitoring of the extraction process of Coptis Rhizome was proposed. Two fiber optic probes were designed to transmit NIR radiation through a pathlength flow cell to the NIR spectrometer for collecting spectra in real-time. Partial least squares regression (PLSR) calibration model of berberine concentration was established and validated. The correlation coefficient (R) and root mean square error of calibration (RMSEC) for the calibration set were 0.9968 and 0.0253 mg mL(-1), and the R and root mean square error of prediction (RMSEP) for the validation set were 0.9970 and 0.0242 mg mL(-1), respectively. This proved that the calibration model had good performance. The established model was used for on-line and real-time monitoring of the extraction process of Coptis Rhizome with satisfactory results. Both the moving block of standard deviation (MBSD) and relative concentration changing rate (RCCR) methods were used to identify the end point of extraction process. The results demonstrate that the proposed method and established model can provided instant feedback of indicator concentration in the extraction process of herbal medicines.
引用
收藏
页码:10078 / 10085
页数:8
相关论文
共 50 条
  • [1] NIR spectroscopy as a process analytical technology (PAT) tool for on-line and real-time monitoring of an extraction process
    Wu, Yongjiang
    Jin, Ye
    Li, Yerui
    Sun, Di
    Liu, Xuesong
    Chen, Yong
    VIBRATIONAL SPECTROSCOPY, 2012, 58 : 109 - 118
  • [2] On-line near infrared spectroscopy as a Process Analytical Technology (PAT) tool to control an industrial seeded API crystallization
    Schaefer, C.
    Lecomte, C.
    Clicq, D.
    Merschaert, A.
    Norrant, E.
    Fotiadu, F.
    JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2013, 83 : 194 - 201
  • [3] NIR spectroscopy as a process analytical technology (PAT) tool for monitoring and understanding of a hydrolysis process
    Wu, Zhisheng
    Peng, Yanfang
    Chen, Wei
    Xu, Bing
    Ma, Qun
    Shi, Xinyuan
    Qiao, Yanjiang
    BIORESOURCE TECHNOLOGY, 2013, 137 : 394 - 399
  • [4] On-Line Monitoring of A Granulation Process By NIR Spectroscopy
    Alcala, Manel
    Blanco, Marcelo
    Bautista, Manel
    Gonzalez, Josep M.
    JOURNAL OF PHARMACEUTICAL SCIENCES, 2010, 99 (01) : 336 - 345
  • [5] In-Line and Real-Time Process Monitoring of a Freeze Drying Process Using Raman and NIR Spectroscopy as Complementary Process Analytical Technology (PAT) Tools
    De Beer, T. R. M.
    Vercruysse, P.
    Burggraeve, A.
    Quinten, T.
    Ouyang, J.
    Zhang, X.
    Vervaet, C.
    Remon, J. P.
    Baeyens, W. R. G.
    JOURNAL OF PHARMACEUTICAL SCIENCES, 2009, 98 (09) : 3430 - 3446
  • [6] Near infrared spectroscopy in combination with chemometrics as a process analytical technology (PAT) tool for on-line quantitative monitoring of alcohol precipitation
    Jin, Ye
    Wu, Zengzeng
    Liu, Xuesong
    Wu, Yongjiang
    JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2013, 77 : 32 - 39
  • [7] On-Line Monitoring of Molecular Weight Using NIR Spectroscopy in Reactive Extrusion Process
    Bergmann, Bjoern
    Becker, Wolfgang
    Diemert, Jan
    Elsner, Peter
    MACROMOLECULAR SYMPOSIA, 2013, 333 (01) : 138 - 141
  • [8] Monitoring an enzyme purification process using on-line and in-line NIR measurements
    Klimkiewicz, Anna
    Mortensen, Peter Paasch
    Zachariassen, Christian B.
    van den Berg, Frans W. J.
    CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2014, 132 : 30 - 38
  • [9] Application on-line NIR spectroscopy and other process analytical technology tools to the characterization of soy sauce desalting by electrodialysis
    Moscetti, Roberto
    Massantini, Riccardo
    Fidaleo, Marcello
    JOURNAL OF FOOD ENGINEERING, 2019, 263 : 243 - 252
  • [10] Fast on-line analysis of process alkane gas mixtures by NIR spectroscopy
    Boelens, HFM
    Kok, WT
    de Noord, OE
    Smilde, AK
    APPLIED SPECTROSCOPY, 2000, 54 (03) : 406 - 412