Abstract
The traceability of different cultivation modes is critical for ensuring the commercial viability of high-value Dendrobium officinale. In this study, by means of polarizing microscopy, SEM–EDX, ICP-MS and ICP-AES, the possibility of combining microscopic characteristics, multielemental analysis and multivariate statistical authenticity analysis was realized to determine the origins of the fresh stem and dried stem powder of D. officinale derived from three different cultivation modes from six provinces of China. The microscopic structure, chemical elements on the surface of the main microstructures and concentrations of Ca, K, Ba, Cs, As and Cu varied among specimens derived from different cultivation modes. The fresh stems of D. officinale derived from different cultivation modes can be effectively and quickly identified by various microscopic characteristics and different contents of Ca on the surface of the parenchyma, phloem and xylem. Meanwhile, linear discriminant analysis showed that 98.1% of the dried stem powder samples were correctly classified, and the accuracy of cross-validation was 95.3%. This study facilitated an effective integrated method for determining the traceability of the fresh stem and dried stem powder of D. officinale derived from three different cultivation modes. This approach offers a potential method for identifying the origins of medicinal plants derived from different cultivation modes.
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References
Karoui R, Dufour É, De Baerdemaeker J (2007) Front face fluorescence spectroscopy coupled with chemometric tools for monitoring the oxidation of semi-hard cheeses throughout ripening. Food Chem 101(3):1305–1314. https://doi.org/10.1016/j.foodchem.2006.01.028
Kwon YK, Bong YS, Lee KS, Hwang GS (2014) An integrated analysis for determining the geographical origin of medicinal herbs using ICP-AES/ICP-MS and 1H NMR analysis. Food Chem 161:168–175. https://doi.org/10.1016/j.foodchem.2014.03.124
Gonzalvez A, Armenta S, De La Guardia M (2009) Trace-element composition and stable-isotope ratio for discrimination of foods with Protected Designation of Origin. Trends Analyt Chem 28(11):1295–1311. https://doi.org/10.1016/j.trac.2009.08.001
Fu HY, Wei LN, Chen HY, Yang XL, Kang LP, Hao QX, Zhou L, Zhan ZL, Liu Z, Yang J, Guo LP (2021) Combining stable C, N, O, H, Sr isotope and multi-element with chemometrics for identifying the geographical origins and farming patterns of Huangjing herb. J Food Compos Anal 102:103972. https://doi.org/10.1016/j.jfca.2021.103972
Moretti M, Cossignani L, Messina F, Dominici L, Villarini M, Curini M, Marcotullio MC (2013) Antigenotoxic effect, composition and antioxidant activity of Dendrobium speciosum. Food Chem 140(4):660–665. https://doi.org/10.1016/j.foodchem.2012.10.022
Xu J, Han QB, Li SL, Chen XJ, Wang XN (2013) Chemistry, bioactivity and quality control of Dendrobium, a commonly used tonic herb in traditional Chinese medicine. Phytochem Rev 12(2):341–367. https://doi.org/10.1007/s11101-013-9310-8
National Pharmacopoeia Committee (2020) Pharmacopoeia of the People’s Republic of China 1 (2020). China Medical Science Press, Beijing
Si JP, Yu QX, Song XS, Shao WJ (2013) Artificial cultivation modes for Dendrobium officinale. China J Chin Mater Med 38(4):481–484. https://doi.org/10.4268/cjcmm20130403
Yu WX, Ren ZY, Zhang XF, Xing SP, Tao SC, Liu CX, Wei G, Yuan Y, Lei ZX (2018) Structural characterization of polysaccharides from Dendrobium officinale and their effects on apoptosis of HeLa cell line. Molecules 23:1–15. https://doi.org/10.3390/molecules23102484
Ma YX, Sutcharitchan C, Li XD, Meng Q, Wang X, Ji S, Cui YJ (2020) Combined application of extended depth of field imaging, image stitching and polarized microscopy techniques in identification of Spatholobus suberectus. Chin Herb Med 12(4):367–374. https://doi.org/10.1016/j.chmed.2020.10.001
Yu DQ, Han XJ, Shan TY, Xu R, Hu J, Cheng WX, Zha LP, Peng HS (2019) Microscopic characteristic and chemical composition analysis of three medicinal plants and surface frosts. Molecules 24(24):4548. https://doi.org/10.3390/molecules24244548
Chang FR, Yu DH, Wang H, Qu SH, Wang DM, Liu XQ, Pan YN (2021) Authentication of Saposhnikovia divaricata (Trucz.) Schischk and its two adulterants based on their macroscopic morphology and microscopic characteristics. Microsc Res Tech 84(5):1089–1094. https://doi.org/10.1002/jemt.23651
Lianah L, Idris F, Krisantini K (2019) Analysis of the chemical constituents and micromorphology of Bauhinia scandens using SEM-EDS techniques. Biodiversitas 20(7):2055–2060. https://doi.org/10.13057/biodiv/d200736
Isrianto PL, Kristianto S, Wilujeng S (2021) Microscopic Characterization of Keji Beling Extract (Strobilanthes crispus L.) As Herbal Medicine Studies. Jurnal Biota 7(2):109–117. https://doi.org/10.19109/Biota.v7i2.8382
Kulal C, Padhi RK, Venkatraj K, Satpathy KK, Mallaya SH (2020) Study on trace elements concentration in medicinal plants using EDXRF technique. Biol Trace Elem Res 198(1):293–302. https://doi.org/10.1007/s12011-020-02037-7
Başgel S, Erdemoğlu SB (2006) Determination of mineral and trace elements in some medicinal herbs and their infusions consumed in Turkey. Sci Total Environ 359(1–3):82–89. https://doi.org/10.1016/j.scitotenv.2005.04.016
RatnaRaju M, MadhusudhanaRao PV, Seshi Reddy T, Raju MK, BrahmajiRao JS, Venkatasubramani CR (2016) Elemental analysis of medicinal plants from different sites by instrumental neutron activation analysis. Int J Bioassays 5:4892–4896. https://doi.org/10.21746/IJBIO.2016.03.0010
Alhusban AA, Ata SA, Shraim SA (2019) The safety assessment of toxic metals in commonly used pharmaceutical herbal products and traditional herbs for infants in Jordanian market. Biol Trace Elem Res 187(1):307–315. https://doi.org/10.1007/s12011-018-1367-1
Kilic S, Soylak M (2020) Determination of trace element contaminants in herbal teas using ICP-MS by different sample preparation method. J Food Sci Technol 57(3):927–933. https://doi.org/10.1007/s13197-019-04125-6
National Pharmacopoeia Committee (2020) Pharmacopoeia of the People’s Republic of China 4 (2020). China Medical Science Press, Beijing
Raish M, Ahmad A, Alkharfy KM, Al-Jenoobi FI, Al-Mohizea AM, Mohsin K, Ahamad SR, Ali N, Shakeel F (2016) Antioxidant potential and in situ analysis of major and trace element determination of Ood-saleeb, a known unani herbal medicine by ICP-MS. Biol Trace Elem Res 172(2):521–527. https://doi.org/10.1007/s12011-015-0607-x
Ahamad SR, Raish M, Yaqoob SH, Khan A, Shakeel F (2017) Metabolomics and trace element analysis of camel tear by GC-MS and ICP-MS. Biol Trace Elem Res 177:251–257. https://doi.org/10.1007/s12011-016-0889-7
Wang X, Wu Y, Wu C, Wu Q, Niu Q (2018) Trace elements characteristic based on ICP-AES and the correlation of flavonoids from sparganii rhizoma. Biol Trace Elem Res 182(2):381–386. https://doi.org/10.1007/s12011-017-1090-3
Lv H, Zhang YL, Sun YJ, Duan YX (2019) Elemental characteristics of Sanqi (Panax notoginseng) in Yunnan province of China: multielement determination by ICP-AES and ICP-MS and statistical analysis. Microchem J 146:931–939. https://doi.org/10.1016/j.microc.2019.02.035
Beltrán M, Sánchez-Astudillo M, Aparicio R, García-González DL (2015) Geographical traceability of virgin olive oils from south-western Spain by their multi-elemental composition. Food Chem 169:350–357. https://doi.org/10.1016/j.foodchem.2014.07.104
Bertoldi D, Barbero A, Camin F, Caligiani A, Larcher R (2016) Multielemental fingerprinting and geographic traceability of Theobroma cacao beans and cocoa products. Food Control 65:46–53. https://doi.org/10.1016/j.foodcont.2016.01.013
Zhang J, Yang RD, Li YC, Ni XR (2021) The Role of Soil Mineral Multi-elements in Improving the Geographical origins Discrimination of Tea (Camellia sinensis). Biol Trace Elem Res 199:4330–4341. https://doi.org/10.1007/s12011-020-02527-8
Lee AR, Gautam MK, Kim J, Shin WJ, Choi MSC, Bong YS, Hwang GS, Lee KS (2011) A multi-analytical approach for determining the geographical origins of ginseng using strontium isotopes, multielements, and 1H NMR analysis. J Agric Food Chem 59:8560–8567. https://doi.org/10.1021/jf201696j
Pytlakowska K, Kita A, Janoska P, Połowniak M, Kozik V (2012) Multi-element analysis of mineral and trace elements in medicinal herbs and their infusions. Food Chem 135:494–501. https://doi.org/10.1016/j.foodchem.2012.05.002
Zhao YJ, Han BX, Peng HS, Wang X, Chu SS, Dai J, Peng DY (2017) Identification of “Huoshan shihu” Fengdou: Comparative authentication of the Daodi herb Dendrobium huoshanense and its related species by macroscopic and microscopic features. Microsc Res Tech 80(7):712–721. https://doi.org/10.1002/jemt.22856
Yu KZ, Yan H, Tai HC, Zhang NP, Cheng XL, Guo ZX, Ma SC, Wei F (2017) Distinguishing the Chinese materia medica Tiepishihu from similar Dendrobium species of the same genus using histological and microscopic method. Microsc Res Tech 80(7):745–755. https://doi.org/10.1002/jemt.22860
Chu C, Yin HM, Xia L, Cheng DP, Yan JZ, Zhu L (2014) Discrimination of Dendrobium officinale and its common adulterants by combination of normal light and fluorescence microscopy. Molecules 19:3718–3730. https://doi.org/10.3390/molecules19033718
Zhao YJ, Zha LP, Han BX, Peng HS (2018) Compare the microscopic characteristics of stems of the 24 Dendrobium species utilized in the traditional Chinese medicine“Shihu.” Microsc Res Tech 81:1191–1202. https://doi.org/10.1002/jemt.23117
Wu SJ, Liu YS, Chen TW, Ng CC, Tzeng WS, Shyu YT (2009) Differentiation of medicinal Dendrobium species (orchidaceae) using molecular markers and scanning electron microscopy. J Food Drug Anal 17(6):474–488. https://doi.org/10.1097/JCP.0b013e3181bef8a6
Muruganantham S, Anbalagan G, Ramamurthy N (2009) FTIR and SEM-EDS comparative analysis of medicinal plants, Eclipta alba Hassk and Eclipta prostrata Linn. Romanian J Biophys 19(4):285–294
Spence A, Hanson RE, Grant CN, Fung LH, Rattray R (2014) Assessment of the bioavailability of cadmium in Jamaican soils. Environ Monit Assess 186(7):4591–4603. https://doi.org/10.1007/s10661-014-3722-9
Rao RN, Talluri MK (2007) An overview of recent applications of inductively coupled plasma-mass spectrometry (ICP-MS) in determination of inorganic impurities in drugs and pharmaceuticals. J Pharm Biomed Anal 43(1):1–13. https://doi.org/10.1016/j.jpba.2006.07.004
Huang JQ, Hu X, Zhang JR, Li KX, Yan Y, Xu XB (2006) The application of inductively coupled plasma mass spectrometry in pharmaceutical and biomedical analysis. J Pharm Biomed Anal 40(2):227–234. https://doi.org/10.1016/j.jpba.2005.11.014
Ni ZL, Yu Q, Liu YH, Tang FB (2016) Identification of geographical origin of honeysuckle (Lonicera Japonica Thunb) by discriminant analysis using rare earth elements. Anal Lett 49(14):2312–2321. https://doi.org/10.1080/00032719.2016.1141212
Ma GC, Zhang YB, Zhang JY, Wang GQ, Chen LY, Zhang ML, Liu T, Liu X, Lu CY (2016) Determining the geographical origin of Chinese green tea by linear discriminant analysis of trace metals and rare earth elements: taking Dongting Biluochun as an example. Food Control 59:714–720. https://doi.org/10.1016/j.foodcont.2015.06.037
Barbosa RM, Batista BL, Varrique RM, Coelho VA, Campiglia AD, Barbosa F (2014) The use of advanced chemometric techniques and trace element levels for controlling the authenticity of organic coffee. Food Res Int 61:246–251. https://doi.org/10.1016/j.foodres.2013.07.060
Yemane M, Chandravanshi BS, Wondimu T (2008) Levels of essential and nonessential metals in leaves of the tea plant (Camellia sinensis L.) and soil of Wushwush farms, Ethiopia. Food Chem 107(3):1236–1243. https://doi.org/10.1016/j.foodchem.2007.09.058
Zhao H, Guo B, Wei Y, Zhang B (2013) Multi-element composition of wheat grain and provenance soil and their potentialities as fingerprints of geographical origins. J Cereal Sci 57(3):391–397. https://doi.org/10.1016/j.jcs.2013.01.008
Fernández-Cáceres PL, Martin MJ, Pablos F, González AG (2001) Differentiation of tea (Camellia sinensis) varieties and their geographical origins according to their metal content. J Agric Food Chem 49(10):4775–4779. https://doi.org/10.1021/jf0106143
Ye XH, Jin S, Wang DH, Zhao F, Yu Y, Zheng DY, Ye NX (2017) Identification of the origins of white tea based on mineral element content. Food Anal Methods 10(1):191–199. https://doi.org/10.1007/s12161-016-0568-5
Sun SM, Guo BL, Wei YM, Fan MT (2011) Multi-element analysis for determining the geographical origin of mutton from different regions of China. Food Chem 124(3):1151–1156. https://doi.org/10.1016/j.foodchem.2010.07.027
Luo RJ, Jiang T, Chen XB, Zheng CC, Liu HB, Yang J (2019) Determination of geographic origin of Chinese mitten crab (Eriocheir sinensis) using integrated stable isotope and multi-element analyses. Food Chem 274:1–7. https://doi.org/10.1016/j.foodchem.2018.08.104
Acknowledgements
The authors would like to thank the State Key Laboratory of Environment, Institute of Geochemistry, Chinese Academy of Sciences (Guiyang), for providing the instrumentation.
Funding
This research was financially supported by the National Natural Science Foundation of China (Project No. 82160717), the Science and Technology planning project of Guizhou Province (Project Nos. [2020]4Y073, [2019]3001–1, and [2019]4329), and Doctoral startup fund of Guizhou University of traditional Chinese medicine (Project No. [2019] No. 067).
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Guangying Du involved in conceptualization, methodology, investigation, writing—original draft, visualization, funding acquisition. Ruidong Yang took part in writing—review & editing, supervision. Fulin Yan involved in conceptualization and sample collection. Shenghua Wei took part in supervision and project administration. Deqiang Ren took part in revising grammar and funding acquisition. Xiangping Li involved in data curation.
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Du, G., Yang, R., Yan, F. et al. Use of Microscopic Characteristics and Multielemental Fingerprinting Analysis to Trace Three Different Cultivation Modes of Medicinal and Edible Dendrobium officinale in China. Biol Trace Elem Res 201, 1006–1018 (2023). https://doi.org/10.1007/s12011-022-03196-5
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DOI: https://doi.org/10.1007/s12011-022-03196-5