Quantitative profiling of polar metabolites in herbal medicine injections for multivariate statistical evaluation based on independence principal component analysis

PLoS ONE

Volumn 9, Issue 8, 2014, Pages

  Jiang, Miaomiao ^a,b   Jiao, Yujiao ^a,b   Wang, Yuefei ^a,b   Xu, Lei ^a,b   Wang, Meng ^a,b   Zhao, Buchang ^b   Jia, Lifu ^b   Pan, Hao ^b   Zhu, Yan ^a,b   Gao, Xiumei ^a  

^a TIANJIN UNIVERSITY OF TRADITIONAL CHINESE MEDICINE   (China)

^b Research and Development Center of TCM Tianjin International Joint Academy of Biotechnology and Medicine ^*  (China)

Author keywords

[No Author keywords available]

Indexed keywords

ACETIC ACID; ALANINE; ARABINOSE; ASPARAGINE; DANHONG; DRUG METABOLITE; FORMIC ACID; FRUCTOSE; GALACTOSE; GLUCOSE; HERBACEOUS AGENT; ISOLEUCINE; LEUCINE; LITHOSPERMIC ACID; MALONIC ACID; POLYPHENOL DERIVATIVE; PROLINE; PROTOCATECHUALDEHYDE; PROTON; PYROGLUTAMIC ACID; RHAMNOSE; ROSMARINIC ACID; SALVIANIC ACID; SALVIANOLIC ACID A; SALVIANOLIC ACID B; SUCCINIC ACID; THREONINE; UNCLASSIFIED DRUG; UNINDEXED DRUG; URIDINE; VALINE;

ACCURACY; ARTICLE; DRUG IDENTIFICATION; DRUG SCREENING; HERBAL MEDICINE; HERBAL MEDICINE INJECTION; HYDROPHILICITY; INDEPENDENCE PRINCIPAL COMPONENT ANALYSIS; INJECTION; LINEAR SYSTEM; MULTIVARIATE ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; PROTON NUCLEAR MAGNETIC RESONANCE; QUANTITATIVE ANALYSIS; REFERENCE VALUE; RELIABILITY; REPRODUCIBILITY; STATISTICAL MODEL; CHEMISTRY; MEDICINAL PLANT; METABOLISM; METABOLOME; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; PROCEDURES; VALIDATION STUDY;

DRUGS, CHINESE HERBAL; HERBAL MEDICINE; INJECTIONS; MAGNETIC RESONANCE SPECTROSCOPY; METABOLOME; MULTIVARIATE ANALYSIS; PLANTS, MEDICINAL; PRINCIPAL COMPONENT ANALYSIS;

EID: 84929277072     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0105412     Document Type: Article

References (38)

1. Zhang L, Wang X, Su J, Liu H, Zhang Z, et al. (2014) One single amino Acid for estimation the content of total free amino acids in qingkailing injection using high-performance liquid chromatography-diode array detection. J Anal Methods Chem 2014: 951075.
2. Zeng S, Wang L, Chen T, Wang Y, Mo H, Qu H (2012) Direct analysis in real time mass spectrometry and multivariate data analysis: a novel approach to rapid identification of analytical markers for quality control of traditional Chinese medicine preparation. Anal Chim Acta 733: 38-47
3. Chen X, Lou Z, Zhang H, Tan G, Liu Z, et al. (2011) Identification of multiple components in Guanxinning injection using hydrophilic interaction liquid chromatography/time-of-flight mass spectrometry and reversed-phase liquid chromatography/time-of-flight mass spectrometry. Rapid Commun Mass Spectrom25: 1661-1674.
4. Jin Y, Zhang J, Jia Z, Chen Y, Wu C (2013) Determination of saccharide in Shuxuetong injection, hirudo and pheretima by HPLC with pre-column derivatization method. Chin New Drugs J22: 111-115.
5. Baba T, Yoshida T, Yoshida T, Cohen S (1979) Suppression of cell-mediated immune reactions by monosaccharides. J Immunol 122: 838-841. (Pubitemid 9146006)
6. Inglis AS, Bartone NA, Finlayson JR (1988) Amino acids analysis using phenylisothiocyanate prederivatization: Elimination of the drying steps. J Biochem Biophys Methods 15: 249-254. (Pubitemid 18085566)
7. Mopper K, Johnson L (1983) Reversed-phase liquid chromatographic analysis of dns-sugars : Optimization of derivatization and chromatographic procedures and applications to natural samples. J Chromatogr A 256: 27-38. (Pubitemid 13142234)
8. Lee YC (1990) High-performance anion-exchange chromatography for carbohydrate analysis. Anal Biochem 189: 151-162.
9. Ruiz-Matute AI, Hernandez-Hernandez O, Rodriguez-Sanchez S, Sanz ML, Martinez-Castro I (2011) Derivatization of carbohydrates for GC and GC-MS analyses. J Chromatogr B Analyt Technol Biomed Life Sci 879: 1226-1240.
10. Hušek P (1991) Rapid derivatization and gas chromatographic determination of amino acids. J Chromatogr A 552: 289-299.
11. Soga T, Imaizumi M (2001) Capillary electrophoresis method for the analysis of inorganic anions, organic acids, amino acids, nucleotides, carbohydrates and other anionic compounds. Electrophoresis 22: 3418-3425. (Pubitemid 32970649)
12. Harvey DJ (2011) Derivatization of carbohydrates for analysis by chromatography; electrophoresis and mass spectrometry. J Chromatogr B Analyt Technol Biomed Life Sci 879: 1196-1225.
13. Simmler C, Napolitano JG, McAlpine JB, Chen S-N, Pauli GF (2014) Universal quantitative NMR analysis of complex natural samples. Curr Opin Biotech 25: 51-59.
14. Marcone MF, Wang S, Albabish W, Nie S, Somnarain D, et al. (2013) Diverse food-based applications of nuclear magnetic resonance (NMR) technology. Food Res Int 51: 729-747.
15. Bouteille R, Gaudet M, Lecanu B, This H (2013) Monitoring lactic acid production during milk fermentation by in situ quantitative proton nuclear magnetic resonance spectroscopy. J Dairy Sci 96: 2071-2080.
16. Lopez-Rituerto E, Cabredo S, Lopez M, Avenoza A, Busto JH, et al. (2009) A thorough study on the use of quantitative 1H NMR in Rioja red wine fermentation processes. J Agric Food Chem 57: 2112-2118.
17. Ohtsuki T, Sato K, Sugimoto N, Akiyama H, Kawamura Y (2012) Absolute quantification for benzoic acid in processed foods using quantitative proton nuclear magnetic resonance spectroscopy. Talanta 99: 342-348.
18. Fan G, Zhang MY, Zhou XD, Lai XR, Yue QH, et al. (2012) Quality evaluation and species differentiation of Rhizoma coptidis by using proton nuclear magnetic resonance spectroscopy. Anal Chim Acta 747: 76-83.
19. Bohni N, Cordero-Maldonado ML, Maes J, Siverio-Mota D, Marcourt L, et al. (2013) Integration of Microfractionation, qNMR and zebrafish screening for the in vivo bioassay-guided isolation and quantitative bioactivity analysis of natural products. PLoS ONE 8: e64006.
20. Chauthe SK, Sharma RJ, Aqil F, Gupta RC, Singh IP (2012) Quantitative NMR: an applicable method for quantitative analysis of medicinal plant extracts and herbal products. Phytochem Anal 23: 689-696.
21. Jiang Y, David B, Tu P, Barbin Y (2010) Recent analytical approaches in quality control of traditional Chinese medicines-a review. Anal Chim Acta 657: 9-18.
22. Jolliffe I (2002) Principal Component Analysis. second edition. Springer, NewYork.
23. Comon P (1994) Independent component analysis, a new concept? SignalProcess36: 287-314
24. Kong W, Vanderburg C, Gunshin H, Rogers J, Huang X (2008) A review ofindependent component analysis application to microarray geneexpression data. Biotechniques 45: 501
25. Hyvärinen A, Karhunen J, Oja E (2001) Independent Component Analysis. first edition.John Wiley& Sons. NewYork.
26. Engreitz J, Daigle B Jr, Marshall J, Altman R (2010) Independent componentanalysis: Mining microarray data for fundamental human geneexpression modules. J Biomed Inform 43: 932-944.
27. Lee S, Batzoglou S (2003) Application of independent component analysis tomicroarrays. Genome Biol 4:R76
28. Yao F, Coquery J, Le Cao KA (2012) Independent Principal Component Analysis for biologically meaningful dimension reduction of large biological data sets. BMC Bioinformatics 13: 24.
29. Santos-Fernández E (2013) Multivariate Statistical Quality Control Using R: Springer, New York.
30. Sun M, Zhang JJ, Shan JZ, Zhang H, Jin CY, et al. (2009) Clinical observation of Danhong Injection (herbal TCM product from Radix Salviae miltiorrhizae and Flos Carthami tinctorii) in the treatment of traumatic intracranial hematoma. Phytomedicine 16: 683-689.
31. Chen Q, Yi D, Xie Y, Yang W, Yang W, et al. (2011) Analysis of clinical use of Danhong injection based on hospital information system. Chin J Chin Mater Med36: 2817-2820.
32. Li X, Tang J, Meng F, Li C, Xie Y (2011) Study on 10 409 cases of postmarketing safety Danhong injection centralized monitoring of hospital. Chin J Chin Mater Med 36: 2783-2785.
33. Zhao ZW, Cheng CS, Ma WL, Shan HM, Cheng ZZ, et al. (2013) Danhong injection, ligustrazine injection, combined adsorbable biomembranes prevented adhesion of tendons after the repair operation: a clinical research. Chin J Integr Med 33: 1212-1215.
34. Liu HT, Wang YF, Olaleye O, Zhu Y, Gao XM, et al. (2013) Characterization of in vivo antioxidant constituents and dual-standard quality assessment of Danhong injection. Biomed Chromatogr 27: 655-663.
35. Jiang M, Wang C, Zhang Y, Feng Y, Wang Y, et al. (2014) Sparse partial-least-squares discriminant analysis for different geographical origins of Salvia miltiorrhiza by1H-NMR-based metabolomics. Phytochem Anal 25: 50-58.
36. Pauli GF, Godecke T, Jaki BU, Lankin DC (2012) Quantitative 1H NMR. Development and potential of an analytical method: an update. J Nat Prod 75: 834-851.
37. Dai H, Xiao C, Liu H, Tang H (2010) Combined NMR and LC-MS analysis reveals the metabonomic changes in Salvia miltiorrhiza Bunge induced by water depletion. J Proteome Res 9: 1460-1475.
38. (2001) Multivariate Statistical Process Control with Industrial Application: Society for Industrial and Applied Mathematics, Philadelphia.