Nuclear Magnetic Resonance Spectrometry Combined with Chemometric Methods of Data Processing as a Method for the Study of the Composition and Properties of Heparin Preparations

被引:2
|
作者
Monakhova, Yu. B. [1 ,2 ,3 ]
Rubtsova, E. M. [1 ]
Diehl, B. W. K. [3 ]
Mushtakova, S. P. [1 ]
机构
[1] Saratov NG Chernyshevskii State Univ, Inst Chem, Saratov 410012, Russia
[2] St Petersburg State Univ, Inst Chem, St Petersburg 199034, Russia
[3] Spectral Serv AG, D-50996 Cologne, Germany
基金
俄罗斯科学基金会;
关键词
NMR spectrometry; heparin; chemometrics; automation; MOLECULAR-WEIGHT HEPARINS; PORCINE HEPARIN; NMR; SPECTROSCOPY; BOVINE; AUTHENTICATION; EXAMPLE; ORIGIN; OVINE; H-1;
D O I
10.1134/S1061934819090065
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The composition and properties of heparin preparations are studied by NMR spectrometry. Approaches to the determination of the most important heparin quality indicators (biological origin and manufacturing company) based on multivariate modeling of the NMR profile of a sample are considered. Chemometric modeling of two-dimensional (2D) NMR spectra (DOSY, HSQC, HMBC) by the principal component and discriminant analysis is performed to increase the efficiency of analysis. Multivariate regression models (partial least squares) are built for the first time to determine the average molecular weight of heparin. Quantitative NMR spectrometry is applied to the determination of water, calcium and sodium cations, and also chloride and acetate anions in heparin preparations. The determination of all characteristics requires five consecutive measurements by NMR (H-1, D-2, Cl-35, Na-23, and 2D DOSY) spectrometry and one sample preparation. The duration of analysis of one sample, including measurements and signal processing, takes no more than 20 min. The proposed approach is universal and can be used in the analysis of other medicinal preparations.
引用
收藏
页码:945 / 953
页数:9
相关论文
共 14 条
  • [1] Nuclear Magnetic Resonance Spectrometry Combined with Chemometric Methods of Data Processing as a Method for the Study of the Composition and Properties of Heparin Preparations
    Yu. B. Monakhova
    E. M. Rubtsova
    B. W. K. Diehl
    S. P. Mushtakova
    Journal of Analytical Chemistry, 2019, 74 : 945 - 953
  • [2] Determination of Postharvest Quality of Cucumbers Using Nuclear Magnetic Resonance and Electronic Nose Combined with Chemometric Methods
    Feng, Lei
    Zhang, Min
    Bhandari, Bhesh
    Guo, Zhimei
    FOOD AND BIOPROCESS TECHNOLOGY, 2018, 11 (12) : 2142 - 2152
  • [3] Study of Vacuum Residues and Their Transformation to Asphalts for the Pavement Industry by Nuclear Magnetic Resonance and Chemometric Methods
    Jaimes M, Leonardo
    Santos S, Nicolas
    Molina, Daniel, V
    ENERGY & FUELS, 2019, 33 (02) : 1682 - 1692
  • [4] Combined quantitative 1H and 13C nuclear magnetic resonance spectroscopy for characterization of heparin preparations
    Guerrini, M
    Bisio, A
    Torri, G
    SEMINARS IN THROMBOSIS AND HEMOSTASIS, 2001, 27 (05) : 473 - 482
  • [5] Differentiation of Organically and Conventionally Grown Tomatoes by Chemometric Analysis of Combined Data from Proton Nuclear Magnetic Resonance and Mid-infrared Spectroscopy and Stable Isotope Analysis
    Hohmann, Monika
    Monakhova, Yulia
    Erich, Sarah
    Christoph, Norbert
    Wachter, Helmut
    Holzgrabe, Ulrike
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2015, 63 (43) : 9666 - +
  • [6] Estimation of the composition of heparin mixtures from various origins using proton nuclear magnetic resonance and multivariate calibration methods
    Ruiz-Calero, V
    Saurina, J
    Galceran, MT
    Hernández-Cassou, S
    Puignou, L
    ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2002, 373 (4-5) : 259 - 265
  • [7] High-resolution 1H Nuclear Magnetic Resonance spectrometry combined with chemometric treatment to identify adulteration of culinary spices with Sudan dyes
    Di Anibal, Carolina V.
    Ruisanchez, Itziar
    Pilar Callao, M.
    FOOD CHEMISTRY, 2011, 124 (03) : 1139 - 1145
  • [8] Determination of pore size distribution and hydraulic properties using nuclear magnetic resonance relaxometry: A comparative study of laboratory methods
    Stingaciu, L. R.
    Weihermueller, L.
    Haber-Pohlmeier, S.
    Stapf, S.
    Vereecken, H.
    Pohlmeier, A.
    WATER RESOURCES RESEARCH, 2010, 46
  • [9] The use of solid state nuclear magnetic resonance (NMR) to study the effect of composition on the properties of equilibrium fluid cracking catalysts (FCCs)
    Occelli, ML
    Voigt, U
    Eckert, H
    APPLIED CATALYSIS A-GENERAL, 2004, 259 (02) : 245 - 251
  • [10] Quantification of a volatile deuterated compound by the differential scanning calorimetry combined with quantitative nuclear magnetic resonance and its verification by the mass balance method combined with gas chromatography-mass spectrometry
    Wang, Jingyu
    Zhang, Wei
    Huang, Ting
    Su, Ping
    Yang, Yi
    TALANTA, 2022, 246