Rapid analysis of pharmaceutical drugs using LIBS coupled with multivariate analysis

被引:34
|
作者
Tiwari, P. K. [1 ]
Awasthi, S. [1 ]
Kumar, R. [1 ]
Anand, R. K. [1 ]
Rai, P. K. [2 ]
Rai, A. K. [1 ]
机构
[1] Univ Allahabad, Dept Phys, Laser Spect Res Lab, Allahabad 211002, Uttar Pradesh, India
[2] Opal Hosp, Dept Nephrol, 10-60-2,DLW Rd, Varanasi 221004, Uttar Pradesh, India
关键词
LIBS; PLSR; Pharmaceutical drugs; Voglibose; INDUCED BREAKDOWN SPECTROSCOPY; QUANTITATIVE-ANALYSIS;
D O I
10.1007/s10103-017-2358-8
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Type 2 diabetes drug tablets containing voglibose having dose strengths of 0.2 and 0.3 mg of various brands have been examined, using laser-induced breakdown spectroscopy (LIBS) technique. The statistical methods such as the principal component analysis (PCA) and the partial least square regression analysis (PLSR) have been employed on LIBS spectral data for classifying and developing the calibration models of drug samples. We have developed the ratio-based calibration model applying PLSR in which relative spectral intensity ratios H/C, H/N and O/N are used. Further, the developed model has been employed to predict the relative concentration of element in unknown drug samples. The experiment has been performed in air and argon atmosphere, respectively, and the obtained results have been compared. The present model provides rapid spectroscopic method for drug analysis with high statistical significance for online control and measurement process in a wide variety of pharmaceutical industrial applications.
引用
收藏
页码:263 / 270
页数:8
相关论文
共 50 条
  • [1] Rapid analysis of pharmaceutical drugs using LIBS coupled with multivariate analysis
    P. K. Tiwari
    S. Awasthi
    R. Kumar
    R. K. Anand
    P. K. Rai
    A. K. Rai
    Lasers in Medical Science, 2018, 33 : 263 - 270
  • [2] Study of archaeological coins of different dynasties using libs coupled with multivariate analysis
    Awasthi, Shikha
    Kumar, Rohit
    Rai, G. K.
    Rai, A. K.
    OPTICS AND LASERS IN ENGINEERING, 2016, 79 : 29 - 38
  • [3] In-Process Control Assay of Pharmaceutical Microtablets Using Hyperspectral Imaging Coupled with Multivariate Analysis
    Kandpal, Lalit Mohan
    Tewari, Jagdish
    Gopinathan, Nishanth
    Boulas, Pierre
    Cho, Byoung-Kwan
    ANALYTICAL CHEMISTRY, 2016, 88 (22) : 11055 - 11061
  • [4] Rapid analysis of energetic and geo-materials using LIBS
    De Lucia, Frank C., Jr.
    Gottfried, Jennifer L.
    MATERIALS TODAY, 2011, 14 (06) : 274 - 281
  • [5] Study on the Multivariate Quantitative Analysis Method for Steel Alloy Elements Using LIBS
    Gu Yan-hong
    Li Ying
    Tian Ye
    Lu Yuan
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2014, 34 (08) : 2244 - 2249
  • [6] Rapid and simultaneous determination of mixed pesticide residues in apple using SERS coupled with multivariate analysis
    Shi, Ting-feng
    Pan, Ting-tiao
    Lu, Ping
    FOOD CHEMISTRY-X, 2024, 24
  • [7] Pharmaceutical Analysis of Antiinflammatory and Analgetic Drugs Using HPLC
    Garmonov, S. Yu.
    Salakhov, I. A.
    Nurislamova, G. R.
    Ismailova, R. N.
    Iriuganova, E. A.
    UCHENYE ZAPISKI KAZANSKOGO UNIVERSITETA-SERIYA ESTESTVENNYE NAUKI, 2010, 152 (03): : 106 - 113
  • [8] Quantifying dissociation of pharmaceutical salts using FTIR and multivariate analysis
    Bowden, S. C.
    Rodger, C.
    Loades, V.
    Claybourn, M.
    JOURNAL OF PHARMACY AND PHARMACOLOGY, 2006, 58 : A40 - A40
  • [9] Analysis of concrete using LIBS
    Wiggenhauser, H
    Wilsch, G
    Schaurich, D
    Wöstmann, J
    NON-DESTRUCTIVE TESTING IN CIVIL ENGINEERING 2000: SEIKEN SYMPOSIUM NO. 26, 2000, : 407 - 414
  • [10] Rapid quantitative analysis of raw rocks by LIBS coupled with feature-based transfer learning
    Rao, Yu
    Ren, Wenxin
    Kong, Weiheng
    Zeng, Lingwei
    Wu, Mengfan
    Wang, Xu
    Wang, Jie
    Fan, Qingwen
    Pan, Yi
    Yang, Jiebin
    Duan, Yixiang
    JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY, 2024, 39 (03) : 925 - 934