Abstract
Vladimiriae Radix, a geo-authentic medicinal herb found in Sichuan Province in China, is highly similar in chemical composition and pharmacological activity to Aucklandiae Radix. It is often used in local practice and as a substitute for Aucklandiae Radix in the treatment of gastrointestinal tract diseases. However, Vladimiriae Radix is preferred to Aucklandiae Radix in traditional Chinese medicine in Sichuan. In order to compare the difference in quality between the two species and differentiate them according to their chemical profiles, and further to explain the rationality of using Vladimiriae Radix as a substitute and explore the reason for the medication preference in Sichuan, similarity was evaluated using gas chromatography-mass spectrometry (GC-MS) fingerprinting and chemometric analysis. Volatile compounds were identified by comparing mass spectra with spectral data from the National Institute of Standards and Technology library 14.L (NIST 14.L) and the linear retention indices (RI) with those previously reported. The results showed that the similarity between the samples from Aucklandiae Radix (>96%) was greater than that of Vladimiriae Radix (>80%). In addition, 41 and 38 compounds were identified in 10 batches of Vladimiriae Radix and Aucklandiae Radix, respectively, and 21 compounds were common to both species, of which dehydrocostus lactone and aplotaxene were abundant in both. However, γ-patchoulene, longicyclene, β-gurjunene, humulene1,2-epoxide, and β-patchoulene were unique to Vladimiriae Radix, while 4-terpineol, α-ionone, trans-α-bergamotene, γ-selinene, and camphene were characteristic compounds of Aucklandiae Radix. Principal component analysis (PCA) and hierarchical cluster analysis (HCA) suggested that the two species were well differentiated with regard to the level of essential oils. Orthogonal partial least squares discriminant analysis (OPLS-DA) further showed that compounds including costol, aplotaxene, caryophyllene, humulene, and β-eudesmol, together with the characteristic compounds of the two species, could be regarded as potential markers for differentiation, among which β-eudesmol, which is richer in Vladimiriae Radix, and β-patchoulene, which is unique to Vladimiriae Radix, have potential therapeutic effects on gastrointestinal diseases. The results obtained in this study distinguished Vladimiriae Radix and Aucklandiae Radix on a chemical level, and the similarity in chemical constituents may provide a basis for the rationality of Vladimiriae Radix as a substitute, while β-patchoulene and β-eudesmol existing in Vladimiriae Radix provide a theoretical basis for its preferential use in Sichuan. The analysis method established here has important implications for the quality control and differentiation of Vladimiriae Radix and Aucklandiae Radix, which can also serve as a reference for the identification of similar species.
Similar content being viewed by others
References
Committee CP. Pharmacopoeia of the People’s Republic of China. Beijing: China Chemical Industry Press; 2015.
Wang ZY, Jia XB, Cen Y. Research progress on medicinal materials of Aucklandiae Radix. J Chin Med Mater. 2010;33(1):153–7. https://doi.org/10.13863/j.issn1001-4454.2010.01.050.
Mao JX, Wang GW, Yi M, Huang YS, Chen M. Research progress on chemical constituents in Vladimiriae Radix and their pharmacological activities. Chin Tradit Herb Drugs. 2017;48(22):4797–803. https://doi.org/10.7501/j.issn.0253-2670.2017.22.032.
Shum KC, Chen F, Li SL, Wang J, Wang J, But PPH, et al. Authentication of Radix Aucklandiae and its substitutes by GC-MS and hierarchical clustering analysis. J Sep Sci. 2007;30(18):3233–9. https://doi.org/10.1002/jssc.200700232.
Yang FL, Zhang YJ, Yu Y, Gao QN, Sun GX. Quality assessment of licorice extract powder through geometric linear quantified fingerprint method combined with multicomponent quantification and chemometric analysis. Microchem J. 2019;146:239–49. https://doi.org/10.1016/j.microc.2019.01.006.
Kharbach M, Kamal R, Marmouzi I, Barra I, Cherrah Y, Alaoui K, et al. Fatty-acid profiling vs UV-visible fingerprints for geographical classification of Moroccan Argan oils. Food Control. 2019;95:95–105. https://doi.org/10.1016/j.foodcont.2018.07.046.
Xie P, Chen SF, Liang YZ, Wang XH, Tian R, Upton R. Chromatographic fingerprint analysis--a rational approach for quality assessment of traditional Chinese herbal medicine. J Chromatogr A. 2006;1112(0021-9673 (Print)):171–80. https://doi.org/10.1016/j.chroma.2005.12.091.
Kong WJ, Zhao YF, Xiao XH, Jin CF, Li ZL. Quantitative and chemical fingerprint analysis for quality control of rhizoma Coptidischinensis based on UPLC-PAD combined with chemometrics methods. Phytomedicine. 2009;16(1618-095X (Electronic)):950–9. https://doi.org/10.1016/j.phymed.2009.03.016.
Cao XX, Sun LL, Li D, You GJ, Wang M, Ren XL. Quality evaluation of Phellodendri chinensis cortex by fingerprint-chemical pattern recognition. Molecules. 2018;23(9):E2307. https://doi.org/10.3390/molecules23092307.
Aliakbarzadeh G, Sereshti H, Parastar H. Pattern recognition analysis of chromatographic fingerprints of Crocus sativus L. secondary metabolites towards source identification and quality control. Anal Bioanal Chem. 2016;408(12):3295–307. https://doi.org/10.1007/s00216-016-9400-8.
Brereton RG. Pattern recognition in chemometrics. Chemometr Intell Lab. 2015;149:90–6. https://doi.org/10.1016/j.chemolab.2015.06.012.
Acevska J, Stefkov G, Cvetkovikj I, Petkovska R, Kulevanova S, Cho J, et al. Fingerprinting of morphine using chromatographic purity profiling and multivariate data analysis. J Pharmaceut Biomed. 2015;109:18–27. https://doi.org/10.1016/j.jpba.2015.02.016.
Tistaert C, Dejaegher B, Vander Heyden Y. Chromatographic separation techniques and data handling methods for herbal fingerprints: a review. Anal Chim Acta. 2011;690(2):148–61. https://doi.org/10.1016/j.aca.2011.02.023.
Wang Y, Jiang K, Wang LJ, Han DQ, Yin G, Wang J, et al. Identification of Salvia species using high-performance liquid chromatography combined with chemical pattern recognition analysis. J Sep Sci. 2018;41(3):609–17. https://doi.org/10.1002/jssc.201701066.
Donno D, Boggia R, Zunin P, Cerutti AK, Guido M, Mellano MG, et al. Phytochemical fingerprint and chemometrics for natural food preparation pattern recognition: an innovative technique in food supplement quality control. J Food Sci Tech Mys. 2016;53(2):1071–83. https://doi.org/10.1007/s13197-015-2115-6.
Lan CH, Huang YL, Ho SH, Peng CY. Volatile organic compound identification and characterization by PCA and mapping at a high-technology science park. Environ Pollut. 2014;193:156–64. https://doi.org/10.1016/j.envpol.2014.06.014.
Zhong JS, Wan JZ, Ding WJ, Wu XF, Xie ZY. Multi-responses extraction optimization combined with high-performance liquid chromatography-diode array detection-electrospray ionization-tandem mass spectrometry and chemometrics techniques for the fingerprint analysis of Aloe barbadensis Miller. J Pharm Biomed Anal. 2015;107:131–40. https://doi.org/10.1016/j.jpba.2014.12.032.
Tan HS, Hu DD, Song JZ, Xu Y, Cai SF, Chen QL, et al. Distinguishing Radix Angelica sinensis from different regions by HS-SFME/GC-MS. Food Chem. 2015;186:200–6. https://doi.org/10.1016/j.foodchem.2014.05.152.
Wang C, Zhang CX, Shao CF, Li CW, Liu SH, Peng XP, et al. Chemical fingerprint analysis for the quality evaluation of deepure instant Pu-erh tea by HPLC combined with chemometrics. Food Anal Methods. 2016;9(12):3298–309. https://doi.org/10.1007/s12161-016-0524-4.
Guo H, Zhang Z, Yao Y, Liu JL, Chang RR, Liu Z, et al. A new strategy for statistical analysis-based fingerprint establishment: application to quality assessment of semen sojae praeparatum. Food Chem. 2018;258:189–98. https://doi.org/10.1016/j.foodchem.2018.03.067.
Khalil MNA, Fekry MI, Farag MA. Metabolome based volatiles profiling in 13 date palm fruit varieties from Egypt via SPME GC-MS and chemometrics. Food Chem. 2017;217:171–81. https://doi.org/10.1016/j.foodchem.2016.08.089.
Lu LY, Zhang JZ, Zhang ZF, Liu Y, Zeng R, Lu JM, et al. UPLC fingerprint spectra for discrimination of Aucklandiae Radix and Vladimiriae Radix. Chin J Chin Mater Med. 2014;39(14):2699–703. https://doi.org/10.4268/cjcmm20141421.
Parki A, Chaubey P, Prakash O, Kumar R, Pant AK. Seasonal variation in essential oil compositions and antioxidant properties of Acorus calamus L. accessions. Medicines (Basel). 2017;4(4):E81. https://doi.org/10.3390/medicines4040081.
Chaib F, Allali H, Bennaceur M, Flamini G. Chemical composition and antimicrobial activity of essential oils from the aerial parts of Asteriscus graveolens (Forssk.) Less. and Pulicaria incisa (Lam.) DC.: two Asteraceae herbs growing wild in the Hoggar. Chem Biodivers. 2017;14(8):e1700092. https://doi.org/10.1002/cbdv.201700092.
Skala E, Id O, Rijo P, Garcia C, Sitarek P, Id O, et al. The essential oils of Rhaponticum carthamoides hairy roots and roots of soil-grown plants: chemical composition and antimicrobial, anti-inflammatory, and antioxidant activities. Oxidative Med Cell Longev. 2016;2016:8505384. https://doi.org/10.1155/2016/8505384.
Nazaruk J, Karna E, Kalemba D. The chemical composition of the essential oils of Cirsium palustre and C. rivulare and their antiproliferative effect. Nat Prod Commun. 2012;7(2):269–72.
Wei H, Peng Y, Ma GX, Xu LJ, Xiao PG. Advances in studies on active components of Saussurea lappa and their pharmacological actions. Chin Tradit Herb Drugs. 2012;43(3):613–20.
Choudhary S, Marjianovic DS, Wong CR, Zhang XY, Abongwa M, Coats JR, et al. Menthol acts as a positive allosteric modulator on nematode levamisole sensitive nicotinic acetylcholine receptors. Int J Parasitol-Drug. 2019;9:44–53. https://doi.org/10.1016/j.ijpddr.2018.12.005.
de Oliveira MG, Nascimento DM, Alexandre EC, Bonilla-Becerra SM, Zapparoli A, Monica FZ, et al. Menthol ameliorates voiding dysfunction in types I and II diabetic mouse model. Neurourol Urodyn. 2018;37(8):2510–8. https://doi.org/10.1002/nau.23785.
Liang S, Liang YZ, Li YW, Zhao CX. Analysis of volatile components in Aucklandia Lappa Decne. by gas chromatography-mass spectrometry. Guangzhou Chem. 2007; (04):12–17+24. https://doi.org/10.16560/j.cnki.gzhx.2007.04.013.
Zhang LS, Yang ZY, Dong GP, Liu GM. Study on chemical constituents of essential oil in Saussurea Lappa C.B Clarke. J Dali Univ. 2007;12:9–12.
Bao YM, Zhang L, Ma YY, Li YJ, Wan L. Analysis of the chemical constituents of the essential oil of Aucklandia lappa Decne. Chin J Spectrosc Lab. 2011;28(01):121–3.
Huang HW, Shi WK, Liang S. Analysis of volatile components in Rdix Vladimiria Souliei (Franch.) Ling by gas chromatography-mass spectrometry (GC-MS). Evaluation and analysis of drug-use in hospitals of China. 2008;09:675–76. https://doi.org/10.14009/j.issn.1672-2124.2008.09.002.
Yang WH, Liu YH, Liang JL, Lin ZX, Kong QL, Xian YF, et al. beta-Patchoulene, isolated from patchouli oil, suppresses inflammatory mediators in LPS-stimulated RAW264.7 macrophages. Eur J Inflamm. 2017;15(2):136–41. https://doi.org/10.1177/1721727x17714694.
Zhang ZB, Chen XY, Chen HB, Wang L, Liang JL, Luo DD, et al. Anti-inflammatory activity of beta-patchoulene isolated from patchouli oil in mice. Eur J Pharmacol. 2016;781:229–38. https://doi.org/10.1016/j.ejphar.2016.04.028.
Liu YH, Liang JL, Wu JZ, Chen HB, Zhang ZB, Yang HM, et al. Transformation of patchouli alcohol to β-patchoulene by gastric juice: β-patchoulene is more effective in preventing ethanol-induced gastric injury. Sci Rep-UK. 2017;7:5591. https://doi.org/10.1038/s41598-017-05996-5.
Wu JZ, Liu YH, Liang JL, Huang QH, Dou YX, Nie J, et al. Protective role of beta-patchoulene from Pogostemon cablin against indomethacin-induced gastric ulcer in rats: involvement of anti-inflammation and angiogenesis. Phytomedicine. 2018;39:111–8. https://doi.org/10.1016/j.phymed.2017.12.024.
Fontes JED, Ferraz RPC, Britto ACS, Carvalho AA, Moraes MO, Pessoa C, et al. Antitumor effect of the essential oil from leaves of Guatteria pogonopus (Annonaceae). Chem Biodivers. 2013;10(4):722–9. https://doi.org/10.1002/cbdv.201200304.
Wang Z, Zhao X, Gong XG. Costunolide induces lung adenocarcinoma cell line A549 cells apoptosis through ROS (reactive oxygen species)-mediated endoplasmic reticulum stress. Cell Biol Int. 2016;40(3):289–97. https://doi.org/10.1002/cbin.10564.
Chen JS, Chen BS, Zou ZH, Li W, Zhang YM, Xie JL, et al. Costunolide enhances doxorubicin-induced apoptosis in prostate cancer cells via activated mitogen-activated protein kinases and generation of reactive oxygen species. Oncotarget. 2017;8(64):107701–15. https://doi.org/10.18632/oncotarget.22592.
Peng ZX, Wang Y, Fan JH, Lin XJ, Liu CY, Xu Y, et al. Costunolide and dehydrocostuslactone combination treatment inhibit breast cancer by inducing cell cycle arrest and apoptosis through c-Myc/p53 and AKT/14-3-3 pathway. Sci Rep. 2017;7:41254. https://doi.org/10.1038/srep41254.
Zhu WS, Chen RJ, Vladimir K, Dong XD, Zia K, Sun XW, et al. Costunolide specifically binds and inhibits thioredoxin reductase 1 to induce apoptosis in colon cancer. Cancer Lett. 2018;412:46–58. https://doi.org/10.1016/j.canlet.2017.10.006.
Liu S, Zhao Y, Cui HF, Cao CY, Zhang YB. 4-Terpineol exhibits potent in vitro and in vivo anticancer effects in Hep-G2 hepatocellular carcinoma cells by suppressing cell migration and inducing apoptosis and sub-G1 cell cycle arrest. J Buon. 2016;21(5):1195–202.
Tong T, Id O, Park J, Id O, Moon Y, Kang W, et al. Alpha-ionone protects against UVB-induced photoaging in human dermal fibroblasts. Molecules. 2019;24(9):E1804. https://doi.org/10.3390/molecules24091804.
Tong T, Kim M, Park T. alpha-Ionone attenuates high-fat diet-induced skeletal muscle wasting in mice via activation of cAMP signaling. Food Funct. 2019;10(2):1167–78. https://doi.org/10.1039/c8fo01992d.
Benelli G, Govindarajan M, Rajeswary M, Vaseeharan B, Alyahya SA, Alharbi NS, et al. Insecticidal activity of camphene, zerumbone and alpha-humulene from Cheilocostus speciosus rhizome essential oil against the Old-World bollworm, Helicoverpa armigera. Ecotox Environ Safe. 2018;148:781–6. https://doi.org/10.1016/j.ecoenv.2017.11.044.
Benelli G, Govindarajan M, AlSalhi MS, Devanesan S, Maggi F. High toxicity of camphene and gamma-elemene from Wedelia prostrata essential oil against larvae of Spodoptera litura (Lepidoptera: Noctuidae). Environ Sci Pollut Res. 2018;25(11):10383–91. https://doi.org/10.1007/s11356-017-9490-7.
Girola N, Figueiredo CR, Farias CF, Azevedo RA, Ferreira AK, Teixeira SF, et al. Camphene isolated from essential oil of Piper cernuum (Piperaceae) induces intrinsic apoptosis in melanoma cells and displays antitumor activity in vivo. Biochem Biophys Res Commun. 2015;467(4):928–34. https://doi.org/10.1016/j.bbrc.2015.10.041.
Tikam CJ, Calvin MB, John EM. Dehydrosaussurea lactone from costunolide and reversibility in the germacranolide-cope reaction. Tetrahedron Lett. 1970;11:841–4.
Kotawong K, Chaijaroenkul W, Muhamad P, Na-Bangchang K. Cytotoxic activities and effects of atractylodin and beta-eudesmol on the cell cycle arrest and apoptosis on cholangiocarcinoma cell line. J Pharmacol Sci. 2018;136(2):51–6. https://doi.org/10.1016/j.jphs.2017.09.033.
Srijiwangsa P, Ponnikorn S, Na-Bangchang K. Effect of beta-Eudesmol on NQO1 suppression-enhanced sensitivity of cholangiocarcinoma cells to chemotherapeutic agents. BMC Pharmacol Toxicol. 2018;19. https://doi.org/10.1186/00360-018-0223-4.
Kimura Y, Sumiyoshi M. Effects of an Atractylodes lancea rhizome extract and a volatile component beta-eudesmol on gastrointestinal motility in mice. J Ethnopharmacol. 2012;141(1):530–6. https://doi.org/10.1016/j.jep.2012.02.031.
Acknowledgements
Xiaomin Yan would like to express her gratitude to the College of Innovation, Chengdu University of Traditional Chinese Medicine for providing the GC-MS technical support.
Funding
This work was supported by the National Natural Science Foundation of China (Grant No. 81473354) and Double-First Class Foundation of Chengdu University of TCM (Grant No. 030041081).
Author information
Authors and Affiliations
Corresponding authors
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
ESM 1
(PDF 210 kb)
Rights and permissions
About this article
Cite this article
Yan, X., Wang, W., Chen, Z. et al. Quality assessment and differentiation of Aucklandiae Radix and Vladimiriae Radix based on GC-MS fingerprint and chemometrics analysis: basis for clinical application. Anal Bioanal Chem 412, 1535–1549 (2020). https://doi.org/10.1007/s00216-019-02380-2
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00216-019-02380-2