Automatic authentication and distinction of Epimedium koreanum and Epimedium wushanense with HPLC fingerprint analysis assisted by pattern recognition techniques

Biochemical Systematics and Ecology

Volumn 40, Issue , 2012, Pages 138-145

  Wang, Lingbo ^a   Wang, Xiaobing ^a   Kong, Lingyi ^a  

^a CHINA PHARMACEUTICAL UNIVERSITY   (China)

Author keywords

Epimedium; Fingerprint; HPLC; Pattern recognition

Indexed keywords

ARTIFICIAL NEURAL NETWORK; CHROMATOGRAPHY; CLUSTER ANALYSIS; DATA SET; DICOTYLEDON; DNA FINGERPRINTING; GENETIC DIFFERENTIATION; GROWING SEASON; PRINCIPAL COMPONENT ANALYSIS; SECONDARY METABOLITE; TRADITIONAL MEDICINE;

EPIMEDIUM; EPIMEDIUM KOREANUM; EPIMEDIUM WUSHANENSE;

EID: 80755152859     PISSN: 03051978     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.bse.2011.10.014     Document Type: Article

References (24)

1. Alaets G., Merino-Arevalo M., Dumarey M., Dejaeghera B., Noppe N., Matthijs N., Smeyers-Verbeke J., Vander Heyden Y. Exploratory ananlysis of chromatographic fingerprints to distinguish Rhizoma Chuanxiong and Rhizoma Ligustici. J. Chromatogr. A 2010, 1217(49):7706-7716.
2. Biolley J.P., Jay M., Barbe J.P. Chemometric approach (flavonoids) in an automatic recognition of modern rose cultivars. Biochem. Syst. Ecol. 1992, 20(7):697-705.
3. Bratchell N. Cluster analysis. Chemometr. Intell. Lab. 1987, 6(2):105-125.
4. Brereton R.G. Data Analysis for the Laboratory and Chemical Plant 2003, John Wiley & Sons, Ltd., London.
5. Cheng Y., Chen M., Tong W. An approach to comparative analysis of chromatographic fingerprints for assuring the quality of botanical drugs. J. Chem. Inf. Comp. Sci. 2003, 43(3):1068-1076.
6. Edwards A.W.F., Cavalli-Sforza L.L. A method for cluster analysis. Biometrics 1965, 21(2):362-375.
7. Gemperline P. Practical Guide to Chemometrics 2006, Talor & Francis, New York.
8. Hodgkin A.L., Huxley A.F. A quantitative description of membrane current and its application to conduction and excitation in nerve. J. Physiol. 1952, 117(4):500-544.
9. Liu P.F. Chemical Studies on the Active Constituents from Epimedium brevicornum Maxim 2007, China Pharmaceutical University.
10. Ma H., He X., Yang Y., Li M., Hao D., Jia Z. The genus Epimedium: an ethnopharmacological and phytochemical review. J. Ethnopharmacol. 2011, 134(3):519-541.
11. Marini F. Artificial neural networks in foodstuff analyses: trends and perspectives a review. Anal. Chim. Acta. 2009, 635(2):121-131.
12. McClelland J.L., Rumelhart D.E., Hinton G.E. The appeal of parallel distributed processing. Explorations in the Microstructure of Cognition 1987, MIT Press, MA, Cambridge.
13. McCulloch W.S., Pitts W.H. A logical calculus of ideas immanent in nervous activity. Bull. Math. Biophys. 1943, 5:115-133.
14. National Commission of Chinese Pharmacopoeia Chinese Pharmacopeia I 2010, Chemical Industry Press, Beijing.
15. Nielsen V.N., Carstensen J.M., Smedsgaard J. Aligning of single and multiple wavelength chromatographic profiles for chemometric data analysis using correlation optimised warping. J. Chromatogr. A 1998, 805(1-2):17-35.
16. Sheng M.Y., Chen Q.F., Yang Q.X. Variation in icariin and flavonoid contents of barrenwort accessions native to Guizhou, China. Biochem. Syst. Ecol. 2008, 36(9):719-723.
17. Tistaert C., Dejaegher B., Nguyen Hoai N., Chataigné G., Rivière C., Nguyen T.H., Chau V.M., Quetin-Leclercq J., Vander Heyden Y. Potential antioxidant compounds in Mallotus species fingerprints. Part I: indication, using linear multivariate calibration techniques. Anal. Chim. Acta. 2009, 652(1-2):189-197.
18. Tomasi G., Berg Frans van den, Andersson Claus Correlation optimized warping and dynamic time warping as preprocessing methods for chromatographic data. J. Chemometr. 2004, 18(5):231-241.
19. Van Nederkassel A.M., Daszykowski M., Eilers P.H., Vander Heyden Y. A comparison of three algorithms for chromatograms alignment. J. Chromatogr. A 2006, 1118(2):199-210.
20. Welsh W.J., Lin W.K., Tersigni S.H., Collantes E., Duta R., Carey M.S., Zielinski W.L., Brower J., Spencer J.A., Layloff T.P. Pharmaceutical fingerprinting: evaluation of neural networks and chemometric techniques for distinguishing among same-product manufacturers. Anal. Chem. 1996, 68(19):3473-3482.
21. WHO, 2000. General guidelines for methodologies on research and evaluation of traditional medicines. Geneva.
22. Xie P.S., Yan Y.Z., Guo B.L., Lam C.W., Chui S.H., Yu Q.X. Chemical pattern-aided classification to simplify the intricacy of morphological taxonomy of Epimedium species using chromatographic fingerprinting. J. Pharm. Biomed. Anal. 2010, 52(4):452-460.
23. Zheng X.H., Kong L.Y. Studies on chemical constituents of Epimedium koreanum. Chin. Trad. Herb. Drugs. 2002, 33(11):964-967.
24. Zhou Z.Z. Studies on Quality Control and Separation of Herba Epimedii 2010, China Pharmaceutical University.