Journal of Innovative Optical Health Sciences, Volume. 11, Issue 1, 1750009(2018)

Improvement of NIR models for quality parameters of leech and earthworm medicines using outlier multiple diagnoses

Chunyan Wu, Jiashan Chen, Mengru Li, Yongjiang Wu, and Xuesong Liu*
Author Affiliations
  • College of Pharmaceutical Sciences Zhejiang University, Hangzhou 310058, P. R. China
  • show less
    References(35)

    [1] [1] K. J. Muller, J. G. Nicholls, G. S. Stent (Eds.). Neurobiology of the Leech, pp. 27 34, Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, ISBN 0-87969-146-8, (1981).

    [2] [2] J. G. Gasic, D. E. Viner, Z. A. Budzynski, P. G. Gasic. “Inhibition of lung tumor colonization by leech salivary gland extracts from Haementeria ghilianii," Cancer Res. 43(4), 1633-1635 (1983).

    [3] [3] Y. Munshi, I. Ara, H. Rafique, Z. Ahmad, “Leeching in the history A review," Pak. J. Biol. Sci. 11 (13), 1650-1653 (2008).

    [4] [4] W. L. Li, C. Wang, Z. J. Sun, “Vermipharmaceuticals and active proteins isolated from earthworms," Pedobiol.-Int. J. Soil Biol. 54 (Suppl.), 49-56 (2011).

    [5] [5] G. Anfossi, I. Russo, P. Massucco, L. Mattiello, F. Cavalot, A. Balbo, M. Trovati, “Adenosine increases human platelet levels of cGMP through nitric oxide: Possible role in its antiaggregating effect," Thromb. Res. 105(1), 71-78 (2002).

    [6] [6] J. Wang, Z. G. Huang, H. Cao, Y. T. Wang, P. Hui, C. Hoo, S. P. Li, “Screening of anti-platelet aggregation agents from Panax notoginseng using human platelet extraction and HPLC-DAD-ESI-MS/MS," J. Sep. Sci. 31(6 7), 1173-1180 (2008).

    [7] [7] J. B. Conti, L. Belardinelli, D. B. Utterback, A. B. Curtis, “Endogenous adenosine is an antiarrhythmic agent," Circulation 91(6), 1761-1767 (1995).

    [8] [8] A. P. Schmidt, D. R. Lara, J. F. Maraschin, A. S. Perla, D. O. Souza, “Guanosine and GMP prevent seizures induced by quinolinic acid in mice," Brain Res. 864(1), 40-43 (2008).

    [9] [9] P. Chen, W. Li, Q. Li, Y. Wang, Z. Li, Y. Ni, K. Koike. “Identification and quantification of nucleosides and nucleobases in Geosaurus and Leech by hydrophilic-interaction chromatography, Talanta 85(3), 1634-1641 (2011).

    [10] [10] S. Wang, F. Q. Yang, K. Feng, D. Q. Li, J. Zhao, S. P. Li, “Simultaneous determination of nucleosides, myriocin, and carbohydrates in Cordyceps by HPLC coupled with diode array detection and evaporative light scattering detection," J. Sep. Sci. 32(23 24), 4069-4076 (2009).

    [11] [11] H. Fan, S. P. Li, J. J. Xiang, C. M. Lai, F. Q. Yang, J. L. Gao, Y. T. Wang, “Qualitative and quantitative determination of nucleosides, bases and their analogues in natural and cultured Cordyceps by pressurized liquid extraction and high performance liquid chromatography electrospray ionization tandem mass spectrometry (HPLC-ESI-MS/MS)," Anal. Chim. Acta 567(2), 218-228 (2006).

    [12] [12] F. Q. Yang, J. Guan, S. P. Li, “Fast simultaneous determination of 14 nucleosides and nucleobases in cultured Cordyceps using ultra-performance liquid chromatography," Talanta 73(2), 269-273 (2007).

    [13] [13] F. Q. Yang, L. Ge, J. W. H. Yong, S. N. Tan, S. P. Li, “Determination of nucleosides and nucleobases in different species of Cordyceps by capillary electrophoresis-mass spectrometry," J. Pharm. Biomed. Anal. 50(3), 307-314 (2009).

    [14] [14] F. Q. Yang, Sh. P. Li, P. Li, Y. T. Wang, “Optimization of CEC for simultaneous determination of eleven nucleosides and nucleobases in Cordyceps using central composite design," Electrophoresis. 28(11), 1681-1688 (2007).

    [15] [15] V. M. Fernandez-Cabanas, A. Garrido-Varo, J. García Olmo, E. De Pedro, P. Dardenne, “Optimisation of the spectral pre-treatments used for Iberian pig fat NIR calibrations," Chemometr. Intel. Lab. Sys. 87(1), 104-112 (2007).

    [16] [16] H. M. Mohamed, “Green, environment-friendly, analytical tools give insights in pharmaceuticals and cosmetics analysis," TrAC Trends Anal. Chem. 66, 176-192 (2015).

    [17] [17] P. J. Tong, Y. P. Du, K. Y. Zheng, T. Wu, J. J. Wang, “Improvement of NIR model by fractional order Savitzky Golay derivation (FOSGD) coupled with wavelength selection," Chemometr. Intell. Lab. Syst. 143, 40-48 (2015).

    [18] [18] R. A. Johnson, D. W. Wichern. Applied Multivariate Statistical Analysis, 6th Edition Pearson Prentice Hall, USA (2007).

    [19] [19] X. Y.Chen, Y.Chen, L. H.Wang,C. H. Sun, X. S. Liu, “Fast determination of multiple quality control indexes for concentrating process of Carthamus tinctorius L. Alcohol sedimentation solution by NIRS," Chin. J. Pharma. Anal. 30(11), 2086-2092 (2010).

    [20] [20] L. J. Luan, N. Chen, X. S. Liu, Y. J. Wu, “Rapid analysis of purification process of grape seed extracts using near infrared spectroscopy," Chin. J. Anal. Chem. 40(4), 626-629 (2012).

    [21] [21] X. H. Yuan, C. T. Wang, H. U. Jing, “Determination of hypoxanthine in Shuxuetong injection by HPLC," Chin. J. Biochem. Pharm. 29(3), 192-194 (2008).

    [22] [22] H. Martens, T. Naes, Multivariate Calibration, Wiley, New York (1989).

    [23] [23] C. Andrea, F. Alessio, “General foundations for studying masking and swamping robustness of outlier identifiers," 20, 79-90 (2014).

    [24] [24] S. S. Wang, S. Robert, “On masking and swamping robustness of leading nonparametric outlier identi-fiers for univariate data," J. Stat. Plan. Inference 162, 62-74 (2015).

    [25] [25] T. Naes, T. Isaksson, T. Fearn, T. Davies, NIR Publications, Chichester: 105 (2002).

    [26] [26] A. Kohler, M. Zimonja, V. Segtnan, H. Martens. 2.09 Standard Normal Variate, Multiplicative Signal Correction and Extended Multiplicative Signal Correction Preprocessing in Biospectroscopy, Reference Module in Chemistry, Molecular Sciences and Chemical Engineering, from Comprehensive Chemometrics, 139-162 (2009).

    [27] [27] J. P. Conzen, Multivariate Calibration: A Practical Guide for Developing Methods in the Quantitative Analytical Chemistry, Bruker Optik, Germany, (2003).

    [28] [28] R. G. Brereton, Chemometrics: Data Analysis for the Laboratory and Chemical Plant, John Wiley & Sons Ltd., Chichester (2003).

    [29] [29] G. Gong. Cross-validation, the jackknife and the bootstrap: Excess error estimation in forward regression logistic regression, J. Am. Stat. Assoc. 81 (393), 108-113 (1986).

    [30] [30] S. Wold, M. Sj€ostr€om, L. Eriksson. PLS-regression: A basic tool of chemometrics, Chemometr. Intell. Lab. Syst. 58(2), 109-130 (2001).

    [31] [31] M. Otto, W. Wegscheider, Spectrophotometric multicomponent analysis applied to trace metal determinations, Anal. Chem. 57(1), 63-69 (1985).

    [32] [32] Chinese Pharmacopoeia Committee, Pharmacopoeia of the People's Republic of China. Beijing: China medical science press, Appendix: 52 (2010).

    [33] [33] Chinese Pharmacopoeia Committee, Pharmacopoeia of the People's Republic of China. Beijing: China medical science press, Appendix: 62 (2010).

    [34] [34] N. Gierlinger, M. Schwanninger, R. Wimmer, “Characteristics and classification of Fourier-transform near infrared spectra of the heartwood of different larch species (Larix sp.)," J. Near Infrared Spectrosc. 12(2), 113-119 (2004).

    [35] [35] E. Stark, K. Luchter, M. Margoshes, “Near-infrared analysis (NIRA) a technology for quantitative and quantitative analysis," Appl. Spectrosc. 22(4), 335-399 (1986).

    Tools

    Get Citation

    Copy Citation Text

    Chunyan Wu, Jiashan Chen, Mengru Li, Yongjiang Wu, Xuesong Liu. Improvement of NIR models for quality parameters of leech and earthworm medicines using outlier multiple diagnoses[J]. Journal of Innovative Optical Health Sciences, 2018, 11(1): 1750009

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Received: Oct. 6, 2016

    Accepted: Feb. 12, 2017

    Published Online: Sep. 17, 2018

    The Author Email: Liu Xuesong (liuxuesong@zju.edu.cn)

    DOI:10.1142/s1793545817500092

    Topics