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Plant metabolomics: a new strategy and tool for quality evaluation of Chinese medicinal materials
Open accessAbstract
The present quality control method of Chinese medicinal materials (CMM) has obvious deficiency, which cannot be compatible with the multi-target and multi-component characteristics and production process of CMM. Plant metabolomics with a huge impetus to comprehensively characterize the metabolites and clarify the complexity and integrity of CMM, has been widely used in the research of CMM. This article comprehensively reviewed the application of plant metabolomics in the quality control of CMM. It introduced the concept, technique, and application examples, discussed the prospects, limitations, improvements of plant metabolomics. MS and NMR, as important techniques for plant metabolomics, are mainly highlighted in the case references. The purpose of this article is to clarify the advantage of plants metabolomics for promoting the optimization of the CMM quality control system and proposing a system approach to realize the overall quality control of CMM based on plant metabolomics combined with multidisciplinary method.
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![Fig. 2 Process, technology and methods of plant metabolomics: A The process of plant metabolomics. B Contents included in the data processing [111–113]. C The classification of multivariate statistical methods and figure of PCA and OPLS-DA [114–118]](/paper-figures/9b7b2740e0034604b732b222d1c90388/plant-metabolomics-a-new-strategy-and-tool-for-quality-evaluation-of-chinese-figure-2.jpg)



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“This includes the use of untargeted metabolomics-based methods to identify geographical origin, species, and variety-specific variations [11,12].”
From Rapid metabolic fingerprinting with the aid of chemometric models to identify authenticity of natural medicines: Turmeric, Ocimum, and Withania somnifera study (2023) · cites this paper as [12]
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Cites
Mass spectrometry‐based metabolomics
Dettmer, K., Aronov, P. A., & Hammock, B. D. (2006) · Mass Spectrometry Reviews · doi:10.1002/mas.20108 · Cited by 2,379
The future of NMR-based metabolomics
Markley, J. L., Brüschweiler, R., Edison, A. S., Eghbalnia, H. R., Powers, R., Raftery, D., & Wishart, D. S. (2016) · Current Opinion in Biotechnology · doi:10.1016/j.copbio.2016.08.001 · Cited by 918
Standardization of herbal medicines - A review
Kunle (2012) · International Journal of Biodiversity and Conservation · doi:10.5897/ijbc11.163 · Cited by 737
Triba, M. N., Moyec, L. L., Amathieu, R., Goossens, C., Bouchemal, N., Nahon, P., Rutledge, D. N., & Savarin, P. (2014) · Molecular BioSystems · doi:10.1039/c4mb00414k · Cited by 709
Applications of Fourier transform-infrared spectroscopy to edible oils
Vlachos, N., Skopelitis, Y., Psaroudaki, M., Konstantinidou, V., Chatzilazarou, A., & Tegou, E. (2006) · Analytica Chimica Acta · doi:10.1016/j.aca.2006.05.034 · Cited by 700
Metabolomics: applications to food science and nutrition research
Wishart, D. S. (2008) · Trends in Food Science & Technology · doi:10.1016/j.tifs.2008.03.003 · Cited by 694
Advantages of application of UPLC in pharmaceutical analysis
Nováková, L., Matysová, L., & Solich, P. (2005) · Talanta · doi:10.1016/j.talanta.2005.06.035 · Cited by 463
Boccard, J., & Rutledge, D. N. (2013) · Analytica Chimica Acta · doi:10.1016/j.aca.2013.01.022 · Cited by 392
High-resolution magic-angle-spinning NMR spectroscopy for metabolic profiling of intact tissues
Beckonert, O. P., Coen, M., Keun, H. C., Wang, Y., Ebbels, T. M. D., Holmes, E. C., Lindon, J. C., & Nicholson, J. K. (2010) · Nature Protocols · doi:10.1038/nprot.2010.45 · Cited by 388
Sample preparation for plant metabolomics
Kim, H. K., & Verpoorte, R. (2009) · Phytochemical Analysis · doi:10.1002/pca.1188 · Cited by 372
Advances in mass spectrometry-based metabolomics for investigation of metabolites
Ren, J., Zhang, A., Kong, L. D., & Wang, X. (2018) · RSC Advances · doi:10.1039/c8ra01574k · Cited by 311
Ramautar, R., Somsen, G. W., & de Jong, G. J. (2008) · Electrophoresis · doi:10.1002/elps.200800512 · Cited by 282
Standardizing GC–MS metabolomics
Kanani, H., Chrysanthopoulos, P. K., & Klapa, M. I. (2008) · Journal of Chromatography B · doi:10.1016/j.jchromb.2008.04.049 · Cited by 264
Plant Metabolomics: From Holistic Data to Relevant Biomarkers
Wolfender, J., Rudaz, S. L., Choi, Y. H., & Kim, H. K. (2013) · Current Medicinal Chemistry · doi:10.2174/0929867311320080009 · Cited by 244
Bylesjö, M., Eriksson, D., Kusano, M., Möritz, T., & Trygg, J. (2007) · The Plant Journal · doi:10.1111/j.1365-313x.2007.03293.x · Cited by 241
Comparison of UPLC and HPLC methods for determination of vitamin C
Klimczak, I., & Gliszczyńska‐Świgło, A. (2014) · Food Chemistry · doi:10.1016/j.foodchem.2014.11.104 · Cited by 202
Quantitative NMR for bioanalysis and metabolomics
Barding, G. A., Salditos, R., & Larive, C. K. (2012) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-012-6188-z · Cited by 177
Wang, Y., Fan, X., Qu, H., Gao, X., & Cheng, Y. (2012) · Current Topics in Medicinal Chemistry · doi:10.2174/156802612801319034 · Cited by 159
Uarrota, V. G., Moresco, R., Coelho, B., Nunes, E. D. C., Peruch, L. A. M., Neubert, E. D. O., Rocha, M., & Maraschin, M. (2014) · Food Chemistry · doi:10.1016/j.foodchem.2014.03.110 · Cited by 154
Covington, B. C., MCLEAN, J. A. J., & Bachmann, B. O. (2016) · Natural Product Reports · doi:10.1039/c6np00048g · Cited by 154
Zhang, H., Li, S., Zhang, H., Wang, Y., Zhao, Z.-L., Chen, S., & Xu, H. (2012) · Journal of Pharmaceutical and Biomedical Analysis · doi:10.1016/j.jpba.2012.01.010 · Cited by 153
Andreev, V. P., Rejtar, T., Chen, H.-S., Moskovets, E. V., Ivanov, A. R., & Karger, B. L. (2003) · Analytical Chemistry · doi:10.1021/ac0301806 · Cited by 145
Ren, J., Zhang, A., Kong, L. D., Han, Y., Yan, G., Sun, H. J., & Wang, X. (2019) · Phytomedicine · doi:10.1016/j.phymed.2019.153165 · Cited by 144
Wang, X., Ren, J., Zhang, A., Sun, H. J., Yan, G., Han, Y., & Liu, L. (2019) · Mass Spectrometry Reviews · doi:10.1002/mas.21589 · Cited by 129
PLS‐DA for compositional data with application to metabolomics
Kalivodová, A., Hron, K., Peter Filzmoser, A., Najdekr, L., Janečková, H., & Adam, T. (2014) · Journal of Chemometrics · doi:10.1002/cem.2657 · Cited by 123
Dai, H., Xiao, C., Liu, H., & Tang, H. (2010) · Journal of Proteome Research · doi:10.1021/pr900995m · Cited by 122
CE‐MS for metabolomics: Developments and applications in the period 2010–2012
Ramautar, R., Somsen, G. W., & de Jong, G. J. (2012) · Electrophoresis · doi:10.1002/elps.201200390 · Cited by 122
Plant metabolomics--meeting the analytical challenges of comprehensive metabolite analysis
Hegeman, A. D. (2010) · Briefings in Functional Genomics · doi:10.1093/bfgp/elp053 · Cited by 114
Use of the Metabolomics Approach to Characterize Chinese Medicinal Material Huangqi
Duan, L.-X., Chen, T., Li, M., Chen, M., Zhou, Y.-Q., Cui, G., Zhao, A., Jia, W. P., Huang, L., & Qi, X. (2011) · Molecular Plant · doi:10.1093/mp/ssr093 · Cited by 102
Metabolomic Approach for Age Discrimination of Panax ginseng Using UPLC-Q-Tof MS
Kim, N., Kim, K., Choi, B. Y., Lee, D., Shin, Y.-S., Bang, K.-H., Cha, S.-W., Lee, J. W., Choi, H., Jang, D. S., et al. (2011) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf201718r · Cited by 102
Toh, D., New, L., Koh, H., & Chan, E. C. Y. (2009) · Journal of Pharmaceutical and Biomedical Analysis · doi:10.1016/j.jpba.2009.12.005 · Cited by 100
NMR-based metabolomics as a quality control tool for herbal products
Heyman, H. M., & Meyer, J. J. M. (2012) · South African Journal of Botany · doi:10.1016/j.sajb.2012.04.001 · Cited by 98
Zhang, T., Bai, G., Han, Y., Xu, J., Gong, S., Li, Y., Zhang, H., & Liu, C. (2018) · Phytomedicine · doi:10.1016/j.phymed.2018.02.009 · Cited by 94
Yin, Q., Wang, P., Zhang, A., Sun, H. J., Wu, X., & Wang, X. (2013) · Journal of Separation Science · doi:10.1002/jssc.201201198 · Cited by 92
Metabolomics and traditional Chinese medicine
Hu, C., & Xu, G. (2014) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2014.06.007 · Cited by 79
Development of a 13C-optimized 1.5-mm high temperature superconducting NMR probe
Ramaswamy, V., Hooker, J. W., Withers, R. S., Nast, R. E., Brey, W. W., & Edison, A. S. (2013) · Journal of Magnetic Resonance · doi:10.1016/j.jmr.2013.07.012 · Cited by 77
Booker, A., Zhai, L., Gkouva, C., Li, S., & Heinrich, M. (2016) · Frontiers in Pharmacology · doi:10.3389/fphar.2016.00254 · Cited by 76
Li, L. J., Sun, B., Zhang, Q., Fang, J., Ma, K., Li, Y., Chen, H., Dong, F., Gao, Y., Li, F., et al. (2008) · Journal of Ethnopharmacology · doi:10.1016/j.jep.2008.01.014 · Cited by 75
Liu, N. Q., Cao, M., Frédérich, M., Choi, Y. H., Verpoorte, R., & van der Kooy, F. (2010) · Journal of Ethnopharmacology · doi:10.1016/j.jep.2010.01.020 · Cited by 74
Ferry‐Dumazet, H., Gil, L., Deborde, C., Moing, A., Bernillon, S., Rolin, D., Nikolski, M., de Daruvar, A., & Jacob, D. J. (2011) · BMC Plant Biology · doi:10.1186/1471-2229-11-104 · Cited by 70
Xu, X., Cheng, X., Lin, Q., Li, S., Jia, Z., Han, T., Lin, R., Wang, D., Wei, F., & Li, X.-R. (2015) · Journal of Ginseng Research · doi:10.1016/j.jgr.2015.11.001 · Cited by 69
Tianniam, S., Tarachiwin, L., Bamba, T., Kobayashi, A., & Fukusaki, E. (2008) · Journal of Bioscience and Bioengineering · doi:10.1263/jbb.105.655 · Cited by 67
Ning, Z., Lu, C. C., Zhang, Y., Zhao, S., Liu, B.-Q., Xu, X., & Liu, Y. (2013) · Planta Medica · doi:10.1055/s-0032-1328656 · Cited by 64
Sun, B.-S., Xu, M.-Y., Li, Z., Wang, Y., & Sung, C. K. (2012) · Journal of Ginseng Research · doi:10.5142/jgr.2012.36.3.277 · Cited by 62
PCA of waveforms and functional PCA: A primer for biomechanics
Warmenhoven, J., Bargary, N., Liebl, D., Harrison, A. J., Robinson, M. A., Gunning, E., & Hooker, G. (2020) · Journal of Biomechanics · doi:10.1016/j.jbiomech.2020.110106 · Cited by 59
Change of Ginsenoside Profiles in Processed Ginseng by Drying, Steaming, and Puffing
Shin, J., Park, Y. J., Kim, W., Kim, D., Kim, B., Lee, H., & Baik, M. (2019) · Journal of Microbiology and Biotechnology · doi:10.4014/jmb.1809.09056 · Cited by 57
Qiu, S., Zhang, A., Zhang, T., Sun, H. J., Guan, Y., Yan, G., & Wang, X. (2017) · Oncotarget · doi:10.18632/oncotarget.21897 · Cited by 55
Chen, Y., Xiao-fang, T., Ren, J., Chun-quan, Y., & Cui, Y. (2019) · Evidence-based Complementary and Alternative Medicine · doi:10.1155/2019/3961395 · Cited by 55
Kokalj, M., Kolar, J., Trafela, T., & Kreft, S. (2011) · Phytochemical Analysis · doi:10.1002/pca.1315 · Cited by 51
Sun, H. J., Zhang, A., Zou, D.-X., Sun, W., Wu, X., & Wang, X. (2014) · Applied Biochemistry and Biotechnology · doi:10.1007/s12010-014-0903-5 · Cited by 47
Niazian, M., & Sabbatini, P. (2021) · Planta · doi:10.1007/s00425-021-03771-5 · Cited by 47
Plant metabolomics coming of age
Guy, C. L., Kopka, J., & Möritz, T. (2007) · Physiologia Plantarum · doi:10.1111/j.1399-3054.2007.01020.x · Cited by 46
On the Traceability of Commercial Saffron Samples Using 1H-NMR and FT-IR Metabolomics
Consonni, R., Ordoudi, S. A., Cagliani, L. R., Tsiangali, M., & Tsimidou, M. Z. (2016) · Molecules · doi:10.3390/molecules21030286 · Cited by 42
Marchev, A. S., Koycheva, I. K., Aneva, I. Y., & Georgiev, M. I. (2020) · Phytochemical Analysis · doi:10.1002/pca.2940 · Cited by 42
Lan, K., Zhang, Y., Yang, J., & Xu, L. (2009) · Journal of Chromatography A · doi:10.1016/j.chroma.2009.12.031 · Cited by 41
Nguyen, H. T., Lee, D., Choi, Y., Min, J.-E., Yoon, S. J., Yu, Y.-H., Lim, J., Lee, J., Kwon, S. W., & Park, J. H. (2016) · Journal of Pharmaceutical and Biomedical Analysis · doi:10.1016/j.jpba.2016.02.028 · Cited by 41
Metabolomics analysis of dandelions from different geographical regions in China
Zhang, S., Li, C., Gu, W., Qiu, R., Chao, J., Pei, L., Ma, L., Guo, Y., & Tian, R. (2021) · Phytochemical Analysis · doi:10.1002/pca.3033 · Cited by 40
Yi, L., Yuan, D., Liang, Y., Xie, P., & Zhao, Y. P. (2009) · Analytica Chimica Acta · doi:10.1016/j.aca.2009.07.009 · Cited by 39
Fan, R., Peng, C. Y., Zhang, X., Qiu, D., Mao, G., Lu, Y., & Zeng, J. (2020) · Food Science & Nutrition · doi:10.1002/fsn3.1841 · Cited by 38
Berberine Ameliorates Nonbacterial Prostatitis via Multi-Target Metabolic Network Regulation
Sun, H. J., Wang, H., Zhang, A., Yan, G., Zhang, Y., An, N., & Wang, X. (2015) · OMICS A Journal of Integrative Biology · doi:10.1089/omi.2014.0112 · Cited by 37
Zhan, Z.-L., Fang, W.-T., Ma, X., Chen, T., Cui, G., Ma, Y., Kang, L., Nan, T., Lin, H., Tang, J., et al. (2019) · Chinese Medicine · doi:10.1186/s13020-019-0265-6 · Cited by 37
Nuclear magnetic resonance: a key metabolomics platform in the drug discovery process
Leenders, J., Frédérich, M., & Tullio, P. D. (2015) · Drug Discovery Today Technologies · doi:10.1016/j.ddtec.2015.06.005 · Cited by 36
Liu, P., Shan, G., Zhang, F., Jiang-Ning, C. H. E. N., & Tian-zhu, J. (2018) · Chinese Journal of Natural Medicines · doi:10.1016/s1875-5364(18)30111-0 · Cited by 35
Metabolomic understanding of intrinsic physiology in Panax ginseng during whole growing seasons
Lee, H., Jeong, J., Alves, A. C., Han, S.-T., In, G., Kim, E., Jeong, W., & Hong, Y. (2019) · Journal of Ginseng Research · doi:10.1016/j.jgr.2019.04.004 · Cited by 34
Wang, X., Wang, J., Guan, H., Xu, R., Luo, X., Su, M., Chang, X., Tan, W., Chen, J., & Shi, Y. (2017) · Molecules · doi:10.3390/molecules22112011 · Cited by 33
Zhao, H., Xu, J., Ghebrezadik, H., & Hylands, P. J. (2015) · Journal of Pharmaceutical and Biomedical Analysis · doi:10.1016/j.jpba.2015.05.010 · Cited by 32
Metabonomics Study on Root Exudates of Cadmium Hyperaccumulator Sedum Alfredii
Luo, Q., Sun, L., & Hu, X. (2015) · Chinese Journal of Analytical Chemistry · doi:10.1016/s1872-2040(15)60795-2 · Cited by 32
The therapeutic effects of traditional chinese medicine on COVID-19: a narrative review
Wang, C., Sun, S., & Ding, X. (2020) · International Journal of Clinical Pharmacy · doi:10.1007/s11096-020-01153-7 · Cited by 32
Integration of wavelet transform with PCA and ANN for metabolomics data-mining
Xia, J., Wu, X., & Yuan, Y. (2007) · Metabolomics · doi:10.1007/s11306-007-0090-2 · Cited by 31
Discrimination of white ginseng origins using multivariate statistical analysis of data sets
Song, H., Moon, J. Y., Ryu, H. W., Noh, B., Kim, J., Lee, H., & Oh, S. (2014) · Journal of Ginseng Research · doi:10.1016/j.jgr.2014.03.002 · Cited by 30
Li, Y., Sheng, N., Wang, L., Li, S., Chen, J., & Lai, X. (2016) · International Journal of Molecular Sciences · doi:10.3390/ijms17050771 · Cited by 30
Wallace, E. D., Oberlies, N. H., Cech, N. B., & Kellogg, J. J. (2018) · Food and Chemical Toxicology · doi:10.1016/j.fct.2018.07.033 · Cited by 30
Lee, D., Kim, J. K., Shrestha, S., Seo, K., Lee, Y., Noh, H.-J., Kim, G., Kim, Y., Kim, S.-Y., & Baek, N. (2013) · Molecules · doi:10.3390/molecules181214849 · Cited by 27
Sun, H. J., Liu, C., Zhang, A., Han, Y., Yan, G., Wang, P., & Wang, X. (2014) · Analytical Methods · doi:10.1039/c4ay01954g · Cited by 27
Su, X., Wu, Y., Li, Y., Huang, Y., Liu, Y., Luo, P., & Zhang, Z. (2019) · Molecules · doi:10.3390/molecules24173188 · Cited by 27
Analysis of aristolochic acids by CE‐MS with carboxymethyl chitosan‐coated capillary
Fu, X., Liu, Y., Li, W., Pang, K., Nie, H., Liu, H., & Cai, Z. (2009) · Electrophoresis · doi:10.1002/elps.200800487 · Cited by 25
Wang, Z., Wang, D., Zheng, S., Wu, L., Huang, L., & Chen, S. (2014) · BMC Complementary and Alternative Medicine · doi:10.1186/1472-6882-14-302 · Cited by 23
Rukundo, I. R., & Danao, M. C. (2020) · Journal of Food Protection · doi:10.4315/jfp-19-515 · Cited by 23
Nkomo, M., Katerere, D. R., Hf, V., Cruz, T. T., Balayssac, S., Malet‐Martino, M., & Makunga, N. P. (2014) · BMC Complementary and Alternative Medicine · doi:10.1186/1472-6882-14-99 · Cited by 22
Pan, W. D., Wu, M., Zheng, Z., Guo, L., Lin, Z., & Qiu, B. (2020) · Journal of Food Science · doi:10.1111/1750-3841.15171 · Cited by 22
Assessment of Peeling of Astragalus Roots Using 1H NMR- and UPLC-MS-Based Metabolite Profiling
Jung, J., Jung, Y., Kim, J., Ryu, D. H., & Hwang, G. (2013) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf4026103 · Cited by 21
Gönülalan, E. M., Nemutlu, E., & Demirezer, L. Ö. (2019) · Saudi Pharmaceutical Journal · doi:10.1016/j.jsps.2019.01.006 · Cited by 19
Zeng, T., Sun, X., Miao, Y., Sheng-jiu, G., Tian, L., Zheng, Y., Jiang, Y., Zhang, X., Feng, Z., Pei, J., et al. (2022) · Industrial Crops and Products · doi:10.1016/j.indcrop.2022.114545 · Cited by 19
Identifying anti-HSV compounds from unrelated plants using NMR and LC–MS metabolomic analysis
Prinsloo, G., & Vervoort, J. J. M. (2018) · Metabolomics · doi:10.1007/s11306-018-1432-y · Cited by 17
Kang, C., Lv, C., Yang, J., Kang, L., Ma, W., Zhang, W., Wang, S., Wang, T., Sun, J., Ge, Y., et al. (2020) · Frontiers in Plant Science · doi:10.3389/fpls.2020.578086 · Cited by 16
Fukuda, E., Yoshida, M., Baba, M., Uesawa, Y., Suzuki, R., Kamo, O., Tsubono, K., Arifuku, K., Yatsunami, K., & Okada, Y. (2011) · Natural Product Communications · doi:10.1177/1934578x1100601116 · Cited by 13
CE-MS in Metabolomics: Status Quo and The Way Forward
Ramautar, R. (2016) · Bioanalysis · doi:10.4155/bio-2016-0001 · Cited by 13
Pan, H., Zhou, H., Shui, M. I. A. O., Guo, D., Zhang, X., Hu, Q., Mao, X., & Shen, J. (2021) · Chinese Journal of Natural Medicines · doi:10.1016/s1875-5364(21)60008-0 · Cited by 13
Liu, J., Zhang, Y., Yuan, F., Chen, H., & Zhang, X. (2014) · Electrophoresis · doi:10.1002/elps.201400334 · Cited by 12
Identification of Glycyrrhiza Species by Direct Analysis in Real Time Mass Spectrometry
Fukuda, E., Baba, M., Iwasaki, N., Uesawa, Y., Arifuku, K., Kamo, O., Tsubono, K., & Okada, Y. (2010) · Natural Product Communications · doi:10.1177/1934578x1000501111 · Cited by 11
Xue, Y., Li, X., Li, Z., Zeng, Z.-P., Zhang, F., Li, A., Qin, X., & Peng, B. (2015) · PubMed · Cited by 11
Pares, R. B., Alves, D. S., Alves, L. F. A., Godinho, C. C., Neto, L. G., Ferreira, T. T., Nascimento, M. M., Ascari, J., & de Oliveira, D. F. (2021) · Neotropical Entomology · doi:10.1007/s13744-021-00885-z · Cited by 11
Acharya, S. K., Hedda, G. V., Kankariya, A. J., & Tamhane, V. A. (2021) · Plant Cell Tissue and Organ Culture (PCTOC) · doi:10.1007/s11240-021-02024-3 · Cited by 9
Villiers, F., Hugouvieux, V., Leonhardt, N., Vavasseur, A., Junot, C., Vandenbrouck, Y., & Bourguignon, J. (2011) · Springer eBooks · doi:10.1007/978-3-642-22081-4_6 · Cited by 7
Metabolomics research of medicinal plants
Duan, L.-X., Dai, Y., Sun, C., & Chen, S. (2016) · China Journal of Chinese Materia Medica · doi:10.4268/cjcmm20162202 · Cited by 7
Sun, Z., Liu, L., Hu, B., et al. (2008) · Chinese Journal of Chromatography · doi:10.1016/s1872-2059(08)60013-9 · Cited by 7
Noise and Baseline Filtration in Mass Spectrometry
Urban, J., & Štys, D. (2015) · Lecture notes in computer science · doi:10.1007/978-3-319-16480-9_41 · Cited by 6
Sun, Y., Sun, G., & Jin, Y. (2008) · PubMed · Cited by 6
Liu, Y., Liu, C., Er, T., Fan, G., Xiang, L., Li, X., & Zhang, Y. (2016) · China Journal of Chinese Materia Medica · doi:10.4268/cjcmm20160405 · Cited by 6
Chang, X., Li, D., Wang, T., Wu, Y., Zhao, Y. H., Zhou, D.-Z., Zhang, T., & Ye, Z.-L. (2016) · PubMed · Cited by 5
Zeng, Y., Hou, P., & Chen, X.-H. (2016) · PubMed · Cited by 3
Yusof, N. A., Isha, A., & Ismail, I. S. (2013) · The Open Conference Proceedings Journal · doi:10.2174/2210289201304010234 · Cited by 1
Research works printed but not linked: 16
- Liu ZJ. Innovation and development of quality control and evaluation pattern of CMM. Clin J Chin Med. 2014;89:567.
- Chunmei LU, Cui X. Research Progress in TCM Quality Control and Toxicity Evaluation Based on Metabolomics Technology. Chin J Inform Tradit Chin Med. 2019;8:78.
- Tu XM, Wu H, Wu KY. Research and Application on Traditional Chinese Medicine Fingerprint. Strait Pharma J. 2016;9:7.
- Xie PS. A Feasible Strategy for Applying Chromatography Fingerprint to Assess Quality of Chinese Herbal Medicine. Tradit Chin Drug Res Clin Pharmacol. 2001;98:6799.
- Liu Y, Yu B, Pang N, Liao Y, Liu H. Applications of LC-MS and CE-MS in the analysis of traditional Chinese medicine. Sciencepaper Online. 2009;89:6.
- Alessia V, Veronica G, Gaia M, Cristina L, Takis PG, Leonardo T, Paola T, Claudio L. High-throughput metabolomics by 1D NMR. Angew Chem Int Ed. 2018;8:243.
- Liu CX. Recognizing healthy development of Chinese medicine industry from resourcesquality-quality markers of Chinese medicine. Chin Tradition Herb Drugs. 2016;47:3149–54.
- Yang X, Jia S, Zhan W. Study on Quality Influencing Factor and Preparation of CMM Hard Capsules. Western J Tradit Chin Med. 2013;98:5682.
- Shihao, H.U., Xinyue, Y.U., Ruiting, L.I., Xiaoxia, W.U., Yang, X., Han, Z., Huang, Y., Department, P. Analysis of the differential compounds in Astragalus membranaceus from different geographical origins by UFLC-IT-TOF/MS. J China Pharma Univer. 2019;89:78.
- Hussain K, Ismail Z, Sadikun A, Ibrahim P. Evaluation of Metabolic Changes in Fruit of Piper Sarmentosum in Various Seasons by Metabolomics Using Fourier Transform Infrared (FTIR) Spectroscopy. Int J Pharm Clin Res. 2009;1(2):68–71.
- Chen, J.K., Zeng, R., University, S.M. Application of metabolomics approach to study on chemical constituents in different parts of Gentiana crasicaulis based on UPLC-ESI-HRMS~n. Chin Tradit Herbal Drugs. 2018;49(10):2328–35.
- Meng Y, Peng WU, Zhang XL, Jiang HQ, Hui-Fen LI, Zhang QQ, Wang JX. Rapid Identification of Chemical Components in Raw and Processed Products of Polygalae Radix by HPLC-TOF/MS. Chin J Exp Tradit Med Formulae. 2015;34:5.
- Su X, Wu Y, Li Y, Huang Y, Liu Y, Luo P, Zhang Z. Molecules. 2019;24:17.
- Tokimatsu T, Sakurai N, Suzuki H, Shibata D. KaPPA-View: A Tool for Integrating Transcriptomic and Metabolomic Data on Plant Metabolic Pathway Maps. Biotechnol Agric For. 2006;57:209.
- Acharya S, Hedda GV, Kankariya AJ, et al. Hairy roots of ‘dashmula’ plant Uraria picta as a promising alternative to its medicinally valued true roots - functional and metabolomic analysis. Plant Cell Tiss Organ Cult. 2021;145:533–44. · DOI
- Andreev, V.P., Rejtar, T., Karger, B.L., Matched Filtration with Experimental Noise Determination for Denoising, Peak Picking and Quantitation in LC-MS (MEND).
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Metadata
- Authors
- Xiao, Q., Mu, X., Liu, J., Li, B., Liu, H., Zhang, B., & Xiao, P.
- Affiliations
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
- Corresponding author
- Liu, Haitao
- Venue
- Chinese Medicine
- Published
- 2022-04-08
- Volume
- 17
- Issue
- 1
- Pages
- 45-45
- ISSN
- 1749-8546 (ISSN-L)
- PMC
- PMC8990502
- OpenAlex
- W4223445632
- Cited by
- 104
- References
- 102
- Citations by year
- 2026: 22 · 2025: 23 · 2024: 29 · 2023: 23 · 2022: 7
- FWCI
- 4.75
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Chinese Medicine (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- the ability establishment of sustainable use for valuable Chinese medicine resources (2060302-2002-05)
- the National Natural Science Foundation of China (81872965)
- Topics
- Health Sciences › Medicine › Complementary and alternative medicine › Traditional Chinese Medicine Analysis
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Metabolomics and Mass Spectrometry Studies
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Phytochemistry and Biological Activities
- Keywords
- plant metabolomics, Chinese materia medica, quality control, metabolite profiling, mass spectrometry, NMR spectroscopy
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