Determination of the composition of counterfeit Heptodin™ tablets by near infrared chemical imaging and classical least squares estimation

被引:45
作者
Lopes, Marta B. [2 ,3 ]
Wolff, Jean-Claude [1 ]
Bioucas-Dias, Jose M. [3 ]
Figueiredo, Mario A. T. [3 ]
机构
[1] GlaxoSmithKline, Med Res Ctr, Stevenage SG1 2NY, Herts, England
[2] Univ Tecn Lisboa, Ctr Biol & Chem Engn, Inst Biotechnol & Bioengn, Inst Super Tecn, P-1049001 Lisbon, Portugal
[3] Univ Tecn Lisboa, Inst Telecomunicacoes, Inst Super Tecn, P-1049001 Lisbon, Portugal
关键词
Counterfeit detection; Tablets; Near-infrared imaging; Classical least squares; Multi-spectral imaging; ANTIMALARIAL TABLETS; MASS-SPECTROMETRY; CURVE RESOLUTION; IDENTIFICATION;
D O I
10.1016/j.aca.2009.03.034
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
According to the WHO definition for counterfeit medicines, several categories can be established. e.g., medicines containing the correct active pharmaceutical ingredient (API) but different excipients, medicines containing low levels of API, no API or even a substitute API. Obviously, these different scenarios will have different detrimental effects on a patient's health. Establishing the degree of risk to the patient through determination of the composition of counterfeit medicines found in the market place is thus of paramount importance. in this work, classical least squares was used for predicting the composition of counterfeit Heptodin (TM) tablets found in a market survey. Near infrared chemical imaging (NIR-CI) was used as a non-destructive measurement technique. No prior knowledge about the origin and composition of the tablets was available. Good API (i.e., lamivudine) predictions were obtained, especially for tablets containing a high API (close to the authentic) dose. Concentration maps of each pure material, i.e., the API (lamivudine) and the excipients microcrystalline cellulose, sodium starch glycollate, rice starch and talc, were estimated. Below 1% of the energy was not explained by the model (residuals percentage) for every pixel in all 12 counterfeit tablets. The similarities among tablets with respect to the total API percentage determined, as well as the corresponding concentration maps, support the classification of the tablets into the different groups obtained in previous work. (C) 2009 Published by Elsevier B.V.
引用
收藏
页码:46 / 51
页数:6
相关论文
共 23 条
  • [1] Quality evaluation of chloroquine, quinine, sulfadoxine-pyrimethamine and proguanil formulations sold on the market in East Congo DR
    Atemnkeng, M. A.
    Chimanuka, B.
    Plaizier-Vercammen, J.
    [J]. JOURNAL OF CLINICAL PHARMACY AND THERAPEUTICS, 2007, 32 (02) : 123 - 132
  • [2] Application of multivariate curve resolution alternating least squares (MCR-ALS) to the quantitative analysis of pharmaceutical and agricultural samples
    Azzouz, T.
    Tauler, R.
    [J]. TALANTA, 2008, 74 (05) : 1201 - 1210
  • [3] Hyperspectral NIR imaging for calibration and prediction: a comparison between image and spectrometer data for studying organic and biological samples
    Burger, James
    Geladi, Paul
    [J]. ANALYST, 2006, 131 (10) : 1152 - 1160
  • [4] CARRIER D, RAPID COMMUN M UNPUB
  • [5] Spectroscopic imaging of compacted pharmaceutical tablets
    Chan, KLA
    Elkhider, N
    Kazarian, SG
    [J]. CHEMICAL ENGINEERING RESEARCH & DESIGN, 2005, 83 (A11) : 1303 - 1310
  • [6] MINIMUM-VOLUME TRANSFORMS FOR REMOTELY-SENSED DATA
    CRAIG, MD
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1994, 32 (03): : 542 - 552
  • [7] Spectroscopic imaging and chemometrics: a powerful combination for global and local sample analysis
    de Juan, A
    Tauler, R
    Dyson, R
    Marcolli, C
    Rault, M
    Maeder, M
    [J]. TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2004, 23 (01) : 70 - 79
  • [8] Fast detection and identification of counterfeit antimalarial tablets by Raman spectroscopy
    de Veij, Marleen
    Vandenabeele, Peter
    Hall, Krystyn Alter
    Fernandez, Facundo M.
    Green, Michael D.
    White, Nicholas J.
    Dondorp, Arjen M.
    Newton, Paul N.
    Moens, Luc
    [J]. JOURNAL OF RAMAN SPECTROSCOPY, 2007, 38 (02) : 181 - 187
  • [9] Dubois J, 2007, SPECTROSCOPY-US, V22, P40
  • [10] Noninvasive authentication of pharmaceutical products through packaging using spatially offset Raman spectroscopy
    Eliasson, Charlotte
    Matousek, Pavel
    [J]. ANALYTICAL CHEMISTRY, 2007, 79 (04) : 1696 - 1701