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Volumn 2, Issue 3, 2010, Pages 221-227

Chemometrics-based approach to modeling quantitative composition-activity relationships for Radix Tinosporae

Author keywords

genetic algorithm; quantitative composition activity relationship; Radix Tinosporae; support vector regression; traditional Chinese medicine

Indexed keywords

MUS;

EID: 84872590067     PISSN: 19132751     EISSN: 18671462     Source Type: Journal    
DOI: 10.1007/s12539-010-0026-9     Document Type: Article
Times cited : (19)

References (29)
  • 1
    • 33645865550 scopus 로고    scopus 로고
    • A causal relationship discovery-based approach to identifying active components of herbal medicine
    • Cheng, Y. Y., Wang, Y., Wang, X. W. 2006. A causal relationship discovery-based approach to identifying active components of herbal medicine. Comput Biol Chem 30, 148-154.
    • (2006) Comput Biol Chem , vol.30 , pp. 148-154
    • Cheng, Y.Y.1    Wang, Y.2    Wang, X.W.3
  • 2
    • 0034746002 scopus 로고    scopus 로고
    • QSPR studies of PCBs by the combination of genetic algorithms and PLS analysis
    • Daren, Z. 2001. QSPR studies of PCBs by the combination of genetic algorithms and PLS analysis. Comput Chem 25, 197-204.
    • (2001) Comput Chem , vol.25 , pp. 197-204
    • Daren, Z.1
  • 3
    • 0029814841 scopus 로고    scopus 로고
    • Comment on a recent sensitivity analysis of radial base function and multilayer feed-forward neural network models
    • Faber, K., Kowalski, B. R. 1996. Comment on a recent sensitivity analysis of radial base function and multilayer feed-forward neural network models. Chemom Intell Lab Syst 34, 293-297.
    • (1996) Chemom Intell Lab Syst , vol.34 , pp. 293-297
    • Faber, K.1    Kowalski, B.R.2
  • 4
    • 29244438777 scopus 로고    scopus 로고
    • Multiple chromatographic fingerprinting and its application to the quality control of herbal medicines
    • Fan, X. F., Cheng, Y. Y., Ye, Z. L., Lin, R. C., Qian, Z. Z. 2006. Multiple chromatographic fingerprinting and its application to the quality control of herbal medicines. Anal Chim Acta 555, 217-224.
    • (2006) Anal Chim Acta , vol.555 , pp. 217-224
    • Fan, X.F.1    Cheng, Y.Y.2    Ye, Z.L.3    Lin, R.C.4    Qian, Z.Z.5
  • 5
    • 0034237675 scopus 로고    scopus 로고
    • Strategies for discovering drugs from previously unexplored natural products
    • Harvey, A. 2000. Strategies for discovering drugs from previously unexplored natural products. Drug Discov Today 5, 294-300.
    • (2000) Drug Discov Today , vol.5 , pp. 294-300
    • Harvey, A.1
  • 6
    • 52049109838 scopus 로고    scopus 로고
    • Natural products in drug discovery
    • Harvey, A. L. 2008. Natural products in drug discovery. Drug Discov Today 13, 894-901.
    • (2008) Drug Discov Today , vol.13 , pp. 894-901
    • Harvey, A.L.1
  • 7
    • 0035965460 scopus 로고    scopus 로고
    • Some theoretical aspects of partial least squares regression
    • Helland, I. S. 2001. Some theoretical aspects of partial least squares regression. Chemom Intell Lab Syst 58, 97-107.
    • (2001) Chemom Intell Lab Syst , vol.58 , pp. 97-107
    • Helland, I.S.1
  • 8
    • 48049122835 scopus 로고    scopus 로고
    • Investigation on the spectrum-effect relationships of EtOAc extract from RadixIsatidis based on HPLC fingerprints and microcalorimetry
    • Kong, W. J., Zhao, Y. L., Shan, L. M., Xiao, X. H., Guo, W. Y. 2008. Investigation on the spectrum-effect relationships of EtOAc extract from RadixIsatidis based on HPLC fingerprints and microcalorimetry. J Chromatog B 871, 109-114.
    • (2008) J Chromatog B , vol.871 , pp. 109-114
    • Kong, W.J.1    Zhao, Y.L.2    Shan, L.M.3    Xiao, X.H.4    Guo, W.Y.5
  • 9
    • 58549120956 scopus 로고    scopus 로고
    • Spectrum-effect relationships between ultra performance liquid chromatography fingerprints and anti-bacterial activities of Rhizoma coptidis
    • Kong, W. J., Zhao, Y. L., Xiao, X. H., Wang, J. B., Li, H. B., Li, Z. L., Jin, C., Liu, Y. 2009. Spectrum-effect relationships between ultra performance liquid chromatography fingerprints and anti-bacterial activities of Rhizoma coptidis. Anal Chim Acta 634, 279-285.
    • (2009) Anal Chim Acta , vol.634 , pp. 279-285
    • Kong, W.J.1    Zhao, Y.L.2    Xiao, X.H.3    Wang, J.B.4    Li, H.B.5    Li, Z.L.6    Jin, C.7    Liu, Y.8
  • 10
    • 0034868132 scopus 로고    scopus 로고
    • Genetic algorithms in chemometrics and chemistry: A review
    • Leardi, R. 2001. Genetic algorithms in chemometrics and chemistry: A review. J Chemom 15, 559-569.
    • (2001) J Chemom , vol.15 , pp. 559-569
    • Leardi, R.1
  • 11
    • 84984302791 scopus 로고    scopus 로고
    • Application of genetic algorithms to feature selection under full validation conditions and to outlier detection
    • Leardi, R. 2005. Application of genetic algorithms to feature selection under full validation conditions and to outlier detection. J Chemom 8, 65-79.
    • (2005) J Chemom , vol.8 , pp. 65-79
    • Leardi, R.1
  • 12
    • 20844445085 scopus 로고    scopus 로고
    • A robust hybrid between genetic algorithm and support vector machine for extracting an optimal feature gene subset
    • Li, L., Jiang, W., Li, X., Moser, K. L., Guo, Z., Du, L., Wang, Q., Topol, E. J., Wang, Q., Rao, S. 2005. A robust hybrid between genetic algorithm and support vector machine for extracting an optimal feature gene subset. Genomics 85, 16-23.
    • (2005) Genomics , vol.85 , pp. 16-23
    • Li, L.1    Jiang, W.2    Li, X.3    Moser, K.L.4    Guo, Z.5    Du, L.6    Wang, Q.7    Topol, E.J.8    Wang, Q.9    Rao, S.10
  • 14
    • 0037361214 scopus 로고    scopus 로고
    • A cross-cultural study: Anti-inflammatory activity of Australian and Chinese plants
    • Li, R. W., Myers, S. P., Leach, D. N., Lin, G. D., Leach, G. 2003. A cross-cultural study: Anti-inflammatory activity of Australian and Chinese plants. J Ethnopharmacol 85, 25-32.
    • (2003) J Ethnopharmacol , vol.85 , pp. 25-32
    • Li, R.W.1    Myers, S.P.2    Leach, D.N.3    Lin, G.D.4    Leach, G.5
  • 15
    • 1542635893 scopus 로고    scopus 로고
    • Prediction of the isoelectric point of an amino acid based on GA-PLS and SVMs
    • Liu, H. X., Zhang, R. S., Yao, X. J., Liu, M. C., Hu, Z. D., Fan, B. T. 2004. Prediction of the isoelectric point of an amino acid based on GA-PLS and SVMs. J Chem Inf Comput Sci 44, 161-167.
    • (2004) J Chem Inf Comput Sci , vol.44 , pp. 161-167
    • Liu, H.X.1    Zhang, R.S.2    Yao, X.J.3    Liu, M.C.4    Hu, Z.D.5    Fan, B.T.6
  • 16
    • 33646107858 scopus 로고    scopus 로고
    • Support vector regression applied to materials optimization of sialon ceramics
    • Liu, X., Lu, W., Jin, S., Li, Y., Chen, N. 2006. Support vector regression applied to materials optimization of sialon ceramics. Chemom Intell Lab Syst 82, 8-14.
    • (2006) Chemom Intell Lab Syst , vol.82 , pp. 8-14
    • Liu, X.1    Lu, W.2    Jin, S.3    Li, Y.4    Chen, N.5
  • 18
    • 0037428194 scopus 로고    scopus 로고
    • The new face of traditional Chinese medicine
    • Normile, D. 2003. The new face of traditional Chinese medicine. Science 299, 188.
    • (2003) Science , vol.299 , pp. 188
    • Normile, D.1
  • 19
    • 0037358585 scopus 로고    scopus 로고
    • Anti-inflammatory activity of Chinese medicinal vine plants
    • Rachel, W. G., David, L., Stephen, P. M., David, N. L. 2003. Anti-inflammatory activity of Chinese medicinal vine plants. J Ethnopharmacol 85, 61-67.
    • (2003) J Ethnopharmacol , vol.85 , pp. 61-67
    • Rachel, W.G.1    David, L.2    Stephen, P.M.3    David, N.L.4
  • 20
    • 70349470980 scopus 로고    scopus 로고
    • Cheminformatics based selection and cytotoxic effects of herbal extracts
    • Sardari, S., Shokrgozar, M. A., Ghavami, G. 2009. Cheminformatics based selection and cytotoxic effects of herbal extracts. Toxicology in Vitro 23, 1412-1421.
    • (2009) Toxicology in Vitro , vol.23 , pp. 1412-1421
    • Sardari, S.1    Shokrgozar, M.A.2    Ghavami, G.3
  • 21
    • 33846642104 scopus 로고    scopus 로고
    • Simultaneous determination of eight components in Radix Tinosporae by high-performance liquid chromatography coupled with diode array detector and electrospray tandem mass spectrometry
    • Shi, Q., Yan, S., Liang, M., Yang, Y., Wang, Y., Zhang, W. 2007. Simultaneous determination of eight components in Radix Tinosporae by high-performance liquid chromatography coupled with diode array detector and electrospray tandem mass spectrometry. J Pharm Biomed Anal 43, 994-999.
    • (2007) J Pharm Biomed Anal , vol.43 , pp. 994-999
    • Shi, Q.1    Yan, S.2    Liang, M.3    Yang, Y.4    Wang, Y.5    Zhang, W.6
  • 23
    • 33646184455 scopus 로고    scopus 로고
    • Gene selection based on multi-class support vector machines and genetic algorithms
    • Souza, B. F., Carvalho, A. P. 2005. Gene selection based on multi-class support vector machines and genetic algorithms. Genet Mol Res 4, 599-607.
    • (2005) Genet Mol Res , vol.4 , pp. 599-607
    • Souza, B.F.1    Carvalho, A.P.2
  • 24
    • 33846896198 scopus 로고    scopus 로고
    • Empirical study on modeling quantitative composition-activity relationships in Chinese herbal medicine
    • Wang, X. W., Wang, Y., Cheng, Y. Y. 2005. Empirical study on modeling quantitative composition-activity relationships in Chinese herbal medicine. Conf Proc IEEE Eng Med Biol Soc Shanghai, China, 7722-7725.
    • (2005) Conf Proc IEEE Eng Med Biol Soc Shanghai, China , pp. 7722-7725
    • Wang, X.W.1    Wang, Y.2    Cheng, Y.Y.3
  • 25
    • 33750363375 scopus 로고    scopus 로고
    • A computational approach to botanical drug design by modeling quantitative composition-activity relationship
    • Wang, Y., Wang, X. W., Cheng, Y. Y. 2007. A computational approach to botanical drug design by modeling quantitative composition-activity relationship. Chem Biol Drug Des 68, 166-172.
    • (2007) Chem Biol Drug Des , vol.68 , pp. 166-172
    • Wang, Y.1    Wang, X.W.2    Cheng, Y.Y.3
  • 26
    • 33845602745 scopus 로고    scopus 로고
    • Quantitative analysis and chromatographic fingerprinting for the quality evaluation of Scutellaria baicalensis Georgi using capillary electrophoresis
    • Yu, K., Gong, Y., Lin, Z., Cheng, Y., 2007. Quantitative analysis and chromatographic fingerprinting for the quality evaluation of Scutellaria baicalensis Georgi using capillary electrophoresis. J Pharm Biomed Anal 43, 540-548.
    • (2007) J Pharm Biomed Anal , vol.43 , pp. 540-548
    • Yu, K.1    Gong, Y.2    Lin, Z.3    Cheng, Y.4
  • 27
    • 9344225709 scopus 로고    scopus 로고
    • Inter-residue spatial distance prediction by using integrating GA with RBFNN
    • Zhang, G. Z., Huang, D. S. 2004. Inter-residue spatial distance prediction by using integrating GA with RBFNN. Protein Pept Lett 11, 571-576.
    • (2004) Protein Pept Lett , vol.11 , pp. 571-576
    • Zhang, G.Z.1    Huang, D.S.2
  • 28
    • 33746883179 scopus 로고    scopus 로고
    • Characterization of isoquinoline alkaloids, diterpenoids and steroids in the Chinese herb
    • Zhang, Y., Shi, Q., Shi, P., Zhang, W., Cheng, Y. 2006. Characterization of isoquinoline alkaloids, diterpenoids and steroids in the Chinese herb. Rapid Commun Mass Spectrom 20, 2328-2342.
    • (2006) Rapid Commun Mass Spectrom , vol.20 , pp. 2328-2342
    • Zhang, Y.1    Shi, Q.2    Shi, P.3    Zhang, W.4    Cheng, Y.5
  • 29
    • 19544395032 scopus 로고    scopus 로고
    • A novel hybrid GA/RBFNN technique for protein classification
    • Zhao, X. M., Huang, D. S., Cheung, Y. M. 2005. A novel hybrid GA/RBFNN technique for protein classification. Protein Pept Lett 12, 383-386.
    • (2005) Protein Pept Lett , vol.12 , pp. 383-386
    • Zhao, X.M.1    Huang, D.S.2    Cheung, Y.M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.