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A simple method for distinguishing Dendrobium devonianum and Dendrobium officinale by ultra performance liquid chromatography-photo diode array detector

Abstract

Using UPLC and PDA detector, the fingerprints of Dendrobium devonianum and Dendrobium officinale produced in the Longling area of Yunnan Province, China were obtained quickly and efficiently, and 26 common peaks in Dendrobium devonianum and Dendrobium officinale samples were obtained by automatic peak matching through the “Chinese Medicine Chromatographic Fingerprint Similarity Evaluation System”. The relative peak areas of the common peaks were analyzed by PCA using R, and the results showed that Dendrobium devonianum and Dendrobium officinale could be well distinguished by PCA, which was consistent with the analysis results of OPLS-DA. The results fully demonstrate that Dendrobium devonianum and Dendrobium officinale grown in the same area can be effectively distinguished by using the method of common peaks combined with stoichiometry. The VIP value of the 13 common peaks is greater than 1.0, which has a significant contribution to the difference and it was differential marker in Dendrobium devonianum and Dendrobium officinale. At the same time, normal-phase silica gel column chromatography was used to separate and purify the compounds that are related to the common peaks, and a total of 7 compounds were identified, among which eupatolide and isoschaftoside belong to differential markers and characteristic compounds in Dendrobium devonianum and Dendrobium officinale, which have good biological health care activity. The successful identification of Dendrobium devonianum and Dendrobium officinale in Longling area of Yunnan Province and the discovery of related differential markers play an important role in the further research and development of Dendrobium devonianum as a new food raw material and its products.

Keywords:
distinguishing; Dendrobium devonianum; Dendrobium officinale; ultra performance liquid chromatography; PCA; OPLS-DA

1 Introduction

Dendrobium devonianum Paxt., as a characteristic species of Dendrobium in Longling area of Yunnan Province, China, has good biological health effects (Deng et al., 2018Deng, Y., Li, M., Chen, L.-X., Chen, X.-Q., Lu, J.-H., Zhao, J., & Li, S.-P. (2018). Chemical characterization and immunomodulatory activity of acetylated polysaccharides from Dendrobium devonianum. Carbohydrate Polymers, 180, 238-245. http://dx.doi.org/10.1016/j.carbpol.2017.10.026. PMid:29103502.
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; Wu et al., 2019Wu, Y.-G., Wang, K.-W., Zhao, Z.-R., Zhang, P., Liu, H., Zhou, G.-J., Cheng, Y., Wu, W.-J., Cai, Y.-H., Wu, B.-L., & Chen, F.-Y. (2019). A novel polysaccharide from Dendrobium devonianum serves as a TLR4 agonist for activating macrophages. International Journal of Biological Macromolecules, 133, 564-574. http://dx.doi.org/10.1016/j.ijbiomac.2019.04.125. PMid:31004640.
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; Fan et al., 2022Fan, Y., Lin, M., & Luo, A. (2022). Extraction, characterization and antioxidant activities of an acidic polysaccharide from Dendrobium devonianum. Journal of Food Measurement and Characterization, 16(1), 867-879. http://dx.doi.org/10.1007/s11694-021-01211-2.
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; Wang et al., 2022Wang, G., Wang, J., Deng, Y., Qin, L., He, Y., & Tan, D. (2022). Chemical constituents and nutritional health functions of Dendrobium nobile: a review. Food Science and Technology, 42, e84522. http://dx.doi.org/10.1590/fst.84522.
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). In China, like Dendrobium officinale Kimura et Migo (Wang et al., 2022Wang, G., Wang, J., Deng, Y., Qin, L., He, Y., & Tan, D. (2022). Chemical constituents and nutritional health functions of Dendrobium nobile: a review. Food Science and Technology, 42, e84522. http://dx.doi.org/10.1590/fst.84522.
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; Li et al., 2021Li, L., Xue, Y., Zhang, H., Liu, Y., Yi, F., & Dong, Y. (2021). A new polysaccharide isolated from Dendrobium offcinale, stimulates aquaporin-3 expression in human keratinocytes. Food Science and Technology, 41(1), 90-95. http://dx.doi.org/10.1590/fst.31119.
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), Dendrobium devonianum is also a medicinal and food homologous plant, which was a Chinese medicinal material, and can also be used as a local specialty food or as a raw material for making other foods (Heussner & Bingle, 2015Heussner, A. H., & Bingle, L. E. H. (2015). Comparative ochratoxin toxicity: a review of the available data. Toxins, 7(10), 4253-4282. http://dx.doi.org/10.3390/toxins7104253. PMid:26506387.
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; Luo et al., 2021Luo, H., Liu, Q., Fan, J., Li, C., Zhao, J., & Zhao, M. (2021). Determination of nutrients in flower of Dendrobium Devonianum. Zhongguo Yesheng Zhiwu Ziyuan, 40, 18-22.; Dong et al., 2016Dong, S.-T., Zhang, X.-Q., & Wang, H.-Y. (2016). Development of compound beverage of Seselopsis and Dendrobium Devonianum. Anhui Nongye Kexue, 5, 59-61.). The distribution of Dendrobium devonianum was mainly concentrated in the southeast to west of Yunnan, northwest Guangxi, southwest Guizhou (Wu et al., 2020Wu, B.-L., Zhao, Z.-R., Liu, H., Jiao, D., & Wu, Y.-G. (2020). Research progress of Dendrobium devonianum. Zhongchengyao, 42, 2990-2998.), while the quality produced in Longling area was higher than that of Dendrobium officinale produced locally. Because the quality of Chinese medicinal materials was closely related to the environment of their origin (Liu et al., 2021Liu, J., Xiong, L., Zhou, Q.-M., Peng, C., & Guo, L. (2021). Process in application of new technologies for geo-herbalism of genuine medicinal materials. Acta Chinese Medicine and Pharmacology, 49, 110-115.; Xu et al., 2013Xu, J., Han, Q.-B., Li, S.-L., Chen, X.-J., Wang, X.-N., Zhao, Z.-Z., & Chen, H.-B. (2013). Chemistry, bioactivity and quality control of Dendrobium, a commonly used tonic herb in traditional Chinese medicine. Phytochemistry Reviews, 12(2), 341-367. http://dx.doi.org/10.1007/s11101-013-9310-8.
http://dx.doi.org/10.1007/s11101-013-931...
; Zhang et al., 2022Zhang, T., Li, S., Wang, Y., Hu, Q., Wang, C., Yang, H., & Xu, N. (2022). Research progress in the application of stable isotope and mineral element analysis in tracing the geographical origin of Chinese medicinal materials. Food Science and Technology, 42, e08222. http://dx.doi.org/10.1590/fst.08222.
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), the origin of Dendrobium officinale was not in the Longling area, but was an imported variety from other origins (Yan et al., 2020Yan, X.-M., Yang, J.-Y., Li, Y., Fan, Z.-W., Zhen, S.-M., Liu, Y.-D., Zhu, Q.-M., Lu, J.-R., Zhang, C.-J., & Zhang, D.-H. (2020). Recent research situation of genuine regional drug Dendrobium officinale. Guangming Journal of Chinese Medicine, 35, 2783-2786.).

Dendrobium devonianum and Dendrobium officinale were both the main cultivars in Longling area. In view of the superior biological activity of Dendrobium devonianum, Dendrobium officinale produced in Longling area was often sold as Dendrobium devonianum, especially when processed into Dendrobium devonianum tea, Dendrobium devonianum superfine powder and other foods, it was difficult to distinguish the counterfeit food of Dendrobium officinale (Lin et al., 2022Lin, T., Chen, X.-L., Wang, J., Hu, Z.-X., Wu, G.-W., Sha, L.-J., Cheng, L., & Liu, H.-C. (2022). Application of time of flight mass spectrometry in the identification of Dendrobium devonianum Paxt and Dendrobium officinale Kimura et Migo grown in Longling area of Yunnan, China. Separations, 9(5), 108. http://dx.doi.org/10.3390/separations9050108.
http://dx.doi.org/10.3390/separations905...
), and a quick and easy method for distinguishing Dendrobium devonianum and Dendrobium officinale was urgently needed.

At present, the most commonly used method to distinguish different species of Dendrobium was high-resolution mass spectrometry combined with chemometric methods (Lin et al., 2022Lin, T., Chen, X.-L., Wang, J., Hu, Z.-X., Wu, G.-W., Sha, L.-J., Cheng, L., & Liu, H.-C. (2022). Application of time of flight mass spectrometry in the identification of Dendrobium devonianum Paxt and Dendrobium officinale Kimura et Migo grown in Longling area of Yunnan, China. Separations, 9(5), 108. http://dx.doi.org/10.3390/separations9050108.
http://dx.doi.org/10.3390/separations905...
; Ma et al., 2018Ma, H., Zhang, K., Jiang, Q., Dai, D., Li, H., Bi, W., & Chen, D. D. Y. (2018). Characterization of plant polysaccharides from Dendrobium officinale by multiple chromatographic and mass spectrometric techniques. Journal of Chromatography. A, 1547, 29-36. http://dx.doi.org/10.1016/j.chroma.2018.03.006. PMid:29555359.
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; Yang et al., 2020Yang, J., Han, X., Wang, H.-Y., Yang, J., Kuang, Y., Ji, K.-Y., Yang, Y., Pang, K., Yang, S.-X., Qin, J.-C., & Wang, H.-P. (2020). Comparison of metabolomics of Dendrobium officinale in different habitats by UPLC-Q-TOF-MS. Biochemical Systematics and Ecology, 89, 104007. http://dx.doi.org/10.1016/j.bse.2020.104007.
http://dx.doi.org/10.1016/j.bse.2020.104...
; Fang et al., 2020Fang, C., Xin, G.-Z., Wang, S.-L., Wei, M.-M., Wu, P., Dong, X.-M., Song, G.-Q., Xie, T., & Zhou, J.-L. (2020). Discovery and validation of peptide biomarkers for discrimination of Dendrobium species by label-free proteomics and chemometrics. Journal of Pharmaceutical and Biomedical Analysis, 182, 113118. http://dx.doi.org/10.1016/j.jpba.2020.113118. PMid:32004769.
http://dx.doi.org/10.1016/j.jpba.2020.11...
), although high-resolution mass spectrometry can effectively identify different species of Dendrobium, but the high-resolution mass spectrometry used was expensive, and most of the ordinary laboratory conditions were difficult to achieve, especially for the original areas in China where Dendrobium devonianum and Dendrobium officinale were harvested and processed, there was almost no high-resolution mass spectrometry in the laboratory. Therefore, it was very important to establish method of fast and simple instrument needed for distinguishing Dendrobium devonianum and Dendrobium officinale, which was important for the authenticity identification and quality control in the process of raw material acquisition, processing and sales in the production area of Dendrobium devonianum.

The fingerprint method was a more traditional identification method in China, but the similarity was used in the fingerprint method, which has certain limitations. For example, after the powder of Dendrobium officinale was added in a fixed proportion to the powder of Dendrobium devonianum, the similarity remains unchanged, but the relative content of Dendrobium devonianum in it was reduced and the content of relevant active ingredients was also reduced. Inspired by the traceability method of high-resolution mass spectrometry, UV spectroscopy combined with chemometric analysis can be effectively applied to related food fields (Tahir et al., 2022Tahir, H. E., Arslan, M., Mahunu, G. K., Mariod, A. A., Hashim, S. B. H., Xiaobo, Z., Jiyong, S., El-Seedi, H. R., & Musa, T. H. (2022). The use of analytical techniques coupled with chemometrics for tracing the geographical origin of oils: a systematic review (2013-2020). Food Chemistry, 366, 130633. http://dx.doi.org/10.1016/j.foodchem.2021.130633. PMid:34332421.
http://dx.doi.org/10.1016/j.foodchem.202...
; Núñez et al., 2020Núñez, N., Collado, X., Martínez, C., Saurina, J., & Núñez, O. (2020). Authentication of the origin, variety and roasting degree of coffee samples by non-targeted HPLC-UV fingerprinting and chemometrics. Application to the detection and quantitation of adulterated coffee samples. Foods, 9(3), 378. http://dx.doi.org/10.3390/foods9030378. PMid:32213986.
http://dx.doi.org/10.3390/foods9030378...
; Campmajó et al., 2019Campmajó, G., Cayero, L., Saurina, J., & Núñez, O. (2019). Classification of hen eggs by HPLC-UV fingerprinting and chemometric methods. Foods, 8(8), 310. http://dx.doi.org/10.3390/foods8080310. PMid:31374995.
http://dx.doi.org/10.3390/foods8080310...
). In this study, UPLC and PDA detector were used to quickly collect the fingerprints of Dendrobium devonianum and Dendrobium officinale produced in Longling, Yunnan Province, China. PCA, OPLS-DA analysis and modern separation and purification techniques as well as NMR spectroscopic were utilized in order to successfully identify Dendrobium devonianum and Dendrobium officinale, and to find the differential markers that can effectively identify Dendrobium devonianum and Dendrobium officinale. The research results will provide a simple and fast method for the identification and origin of Dendrobium devonianum, which is a characteristic Dendrobium resource in Yunnan Province, and will be of great significance for the quality control, quality improvement and wide application of Dendrobium devonianum as a new food raw material.

2 Materials and methods

2.1 Sample collection and preparation

In the Longling area of Yunnan Province, China, local specialized farmers' cooperatives and companies that grow Dendrobium were selected. Fresh stems (length about 15-20 cm) of 13 samples of Dendrobium devonianum and 13 samples of Dendrobium officinale with a growth period of more than three years were collected, dried at 60 °C, pulverized, sieved by 0.28 μm sample sieve, and then stored at 4 °C in the dark.

2.2 Chemicals and reagents

Ammonium acetate (≥ 99.995%) and formic acid of HPLC grade were obtained from Millipore Sigma Company (St Louis, MO, USA). Highly purified water was prepared by a centralized laboratory water systems from Elga (Wycombe, United Kingdom). Methanol of HPLC grade were purchased from Merck KGaA (Darmstadt, Germany).

2.3 Sample preparation and analysis

Sample preparation method

2.0 g of the sample was weighed and put into a 50 mL centrifuge tube, 20 mL methanol-water solution (V:V = 90:10) was added, vortexed for 1 min and then sonicated for 30 min. After centrifugation at 5000 r/min for 5 min, 5 mL of the supernatant was taken and evaporated to dryness under reduced pressure on a rotary evaporator at 40 °C, and then reconstituted with 1 mL of methanol-water solution (V:V = 90:10), filtered through a 0.22 μm membrane and analyzed by UPLC.

Instrumental analysis method

Waters ACQUITY UPLC I-Class was used for data acquisition along with Diode Array Detector (Waters, MA, USA) and Waters ACQUITY UPLC BEH C18 column (2.1 × 50 mm, 1.7 μm, Waters, MA, USA), the column temperature maintained at 35 °C. Solvents A was ultrapure water with 0.01% formic acid and B was methanol. The flow rate for UPLC was 0.2 mL/min with the following gradient: 5% B ~ 15% B (0~5.0 min), 15% B ~ 55% B (5.0~20.0 min), 55% B ~ 95% B (20.0~30.0 min), 95% B (30.0~35.0 min), 95% B ~ 5% B (35.0~35.5 min), 5% B (35.1~40.0 min). The injection volume was 2 µL and the range of UV spectral scans was 210-400 nm.

Data processing and differential marker identification

The chromatogram obtained by UV absorption at 360 nm was selected, and the obtained chromatograms of 26 Dendrobium samples were imported into the “Chinese Medicine Chromatographic Fingerprint Similarity Evaluation System (Chinese Pharmacopoeia Commission, 2012Chinese Pharmacopoeia Commission. (2012). Chinese Medicine Chromatographic Fingerprint Similarity Evaluation System (2012 Edition). Retrieved from https://m.tb.cn/h.fiZDYWl?sm=660c21.
https://m.tb.cn/h.fiZDYWl?sm=660c21...
)” in CDF format. The chromatograms of the samples with relatively large, stable, and well-resolved chromatographic peaks were selected as reference chromatogram. Multi-point correction was performed using the median method with a time window width of 0.1, automatic peak matching was performed, and a common pattern was established to identify common peaks in Dendrobium devonianum and Dendrobium officinale samples. Principal component analysis was performed on the common peaks using R, and the 26 samples were analyzed by OPLS-DA using SIMCA-P 14.1 software, and the VIP values and differential markers of each common peak were obtained.

3 Results and discussion

3.1 Optimum selection of chromatographic conditions

Compared with traditional HPLC, the UPLC used in this study has better separation effect, faster analysis speed, and the analysis time of a single sample was only 40 minutes, while the analysis time of HPLC was about 70 minutes (Ye et al., 2017Ye, Z., Dai, J.-R., Zhang, C.-G., Lu, Y., Wu, L.-L., Gong, A. G. W., Xu, H., Tsim, K. W. K., & Wang, Z.-T. (2017). Chemical differentiation of Dendrobium officinale and Dendrobium devonianum by using HPLC fingerprints, HPLC-ESI-MS, and HPTLC analyses. Evidence-Based Complementary and Alternative Medicine, 2017, 8647212. http://dx.doi.org/10.1155/2017/8647212. PMid:28769988.
http://dx.doi.org/10.1155/2017/8647212...
), which greatly saves analysis time and less mobile phase volume required to reduce environmental pollution. On the other hand, compared with HPLC, the injection volume was generally 10 μL, while the injection volume of UPLC was smaller. In this experiment, the injection volume was only 2 μL, but a similar or even better chromatographic separation effect has been achieved, compared with HPLC.

In this study, the separation effects of different elution gradients on the sample were compared. As shown in Figure 1, there were many chromatographic peaks in the sample, especially between 5 min and 20 min, when the elution gradient during this period was 15% ~ 75% methanol, many chromatographic peaks cannot be completely separated, and as the proportion of organic phase was continuously reduced, the trend of chromatographic separation gradually improves, but if the proportion of organic phase was lower, the retention time of some compounds was increased. On the whole, the gradient between 5 min and 20 min was selected as 15%~ 55% methanol. Under this chromatographic condition, the compounds could be effectively separated and a better chromatographic separation effect was achieved.

Figure 1
The separation effects of different elution gradients in 360 nm (A: 5-20 min with the elution gradient of 15% to 75% methanol, B: 5-20 min with the elution gradient of 15% to 55% methanol).

3.2 Selection of detection wavelength

The responses of different compounds in the sample at 220, 290, 360 and 395 nm were compared respectively. As shown in Figure 2, at the absorption wavelengths of 220 and 290 nm, the response of each compound was lower and the chromatographic peaks were less. When the absorption wavelength was 360 nm, more chromatographic peaks appear within 6-20 minutes, because the main components of Dendrobium (including flavonoids, polyphenols and bibenzyl compounds) have an ultraviolet absorption wavelength around 360 nm (Liang et al., 2019Liang, Z.-Y., Zhang, J.-Y., Huang, Y.-C., Zhou, C.-J., Wang, Y.-W., Zhou, C.-H., Xing, S.-P., Shun, Q.-S., Xu, Y.-X., & Wei, G. (2019). Identification of flavonoids in Dendrobium huoshanense and comparison with those in allied species of Dendrobium by TLC, HPLC and HPLC coupled with electrospray ionization multi-stage tandem MS analyses. Journal of Separation Science, 42(5), 1088-1104. http://dx.doi.org/10.1002/jssc.201801021. PMid:30663861.
http://dx.doi.org/10.1002/jssc.201801021...
; Phechrmeekha et al., 2012Phechrmeekha, T., Sritularak, B., & Likhitwitayawuid, K. (2012). New phenolic compounds from Dendrobium capillipes and Dendrobium secundum. Journal of Asian Natural Products Research, 14(8), 748-754. http://dx.doi.org/10.1080/10286020.2012.689979. PMid:22694103.
http://dx.doi.org/10.1080/10286020.2012....
; Zhang et al., 2019Zhang, X., Zhang, S., Gao, B., Qian, Z., Liu, J., Wu, S., & Si, J. (2019). Identification and quantitative analysis of phenolic glycosides with antioxidant activity in methanolic extract of Dendrobium catenatum flowers and selection of quality control herb-markers. Food Research International, 123, 732-745. http://dx.doi.org/10.1016/j.foodres.2019.05.040. PMid:31285023.
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; Ma et al., 2019Ma, R.-J., Yang, L., Bai, X., Li, J.-Y., Yuan, M.-Y., Wang, Y.-Q., Xie, Y., Hu, J.-M., & Zhou, J. (2019). Phenolic constituents with antioxidative, tyrosinase inhibitory and anti-aging activities from Dendrobium loddigesii Rolfe. Natural Products and Bioprospecting, 9(5), 329-336. http://dx.doi.org/10.1007/s13659-019-00219-y. PMid:31630376.
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; Sritularak & Likhitwitayawuid, 2009Sritularak, B., & Likhitwitayawuid, K. (2009). New bisbibenzyls from Dendrobium falconeri. Helvetica Chimica Acta, 92(4), 740-744. http://dx.doi.org/10.1002/hlca.200800391.
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). When it was 395 nm, the response of compounds was low within 6-20 min, so the absorption wavelength of 360 nm was selected as a suitable one.

Figure 2
Compound response at different UV absorption wavelengths (A: 220 nm, B: 290 nm, C: 360 nm, D: 395 nm).

3.3 Repeatability and stability

The quality control samples (QC) were prepared by mixing 50 μL of each of the 26 samples in this experiment to investigate the repeatability and stability of the method. Under optimized and stable instrument conditions, QC was injected continuously for 6 times on the same day, and the samples were injected at the same time (every morning at 10 am) on day 0, 0.5, 1, 2, 4 and 6, respectively, the peak area of each common peak's RSD was calculated. The results show that the peak area of the common peak, the RSD range of the same day was 0.19-1.28%, at different times was 0.78-2.69%, the stability and repeatability of injections on the same day and different days were good.

3.4 PCA analysis of Dendrobium devonianum and Dendrobium officinale

The chromatographic peaks (common peaks) that in all samples were pointed out by “Chinese Medicine Chromatographic Fingerprint Similarity Evaluation System (2012 Edition)” through the peak alignment, but the common peaks may not be the main peaks in chromatograms due to the different varieties, sources, etc. In this study, after automatic peak matching through the “Chinese Medicine Chromatographic Fingerprint Similarity Evaluation System (2012 Edition)”, 26 common peaks in the samples of Dendrobium devonianum and Dendrobium officinale were found. The relative peak areas of the common peaks were used as different risks in the principal component analysis using R. The results were shown in Figure 3, Dendrobium devonianum and Dendrobium officinale can be well distinguished by PCA, indicating that the use of common peaks combined with PCA can effectively distinguish Dendrobium devonianum and Dendrobium officinale grown in the same area.

Figure 3
PCA - Principal Component Analysis of Dendrobium devonianum and Dendrobium officinale by R.

3.5 OPLS-DA analysis of Dendrobium devonianum and Dendrobium officinale

The relative peak areas of the common peaks of the 26 samples were analyzed by OPLS-DA using SIMCA-P 14.1 software, as shown in Figure 4, it can be seen that Dendrobium devonianum and Dendrobium officinale produced in Longling area can be clearly divided into two groups by OPLS-DA, which were consistent with the PCA analysis results.

Figure 4
PCA of Dendrobium devonianum and Dendrobium officinale by OPLS-DA (ZP: Dendrobium devonianum, TP: Dendrobium officinale).

Further, each common peak was subjected to VIP analysis, and the differential marker was screened by the VIP value. When the VIP value is less than 0.5, it was considered as an irrelevant variable (Galindo-Prieto et al., 2014Galindo-Prieto, B., Eriksson, L., & Trygg, J. (2014). Variable influence on projection (VIP) for orthogonal projections to latent structures (OPLS). Journal of Chemometrics, 28(8), 623-632. http://dx.doi.org/10.1002/cem.2627.
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; Paban et al., 2014Paban, V., Manrique, C., Filali, M., Maunoir-Regimbal, S., Fauvelle, F., & Alescio-Lautier, B. (2014). Therapeutic and preventive effects of methylene blue on Alzheimer’s disease pathology in a transgenic mouse model. Neuropharmacology, 76(Pt A), 68-79. http://dx.doi.org/10.1016/j.neuropharm.2013.06.033. PMid:23891615.
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), and when the VIP value was greater than or equal to 0.5, it indicates that there was a difference and can be used as a differential marker (Yang et al., 2017Yang, Q., Lin, S.-S., Yang, J.-T., Tang, L.-J., & Yu, R.-Q. (2017). Detection of inborn errors of metabolism utilizing GC-MS urinary metabolomics coupled with a modified orthogonal partial least squares discriminant analysis. Talanta, 165, 545-552. http://dx.doi.org/10.1016/j.talanta.2017.01.018. PMid:28153297.
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), and when the VIP value was greater than or equal to 1.0, it indicates that the contribution of the difference was the most significant (Zhou et al., 2022Zhou, X., Chen, B., Li, R., & Xiang, Z. (2022). Determination of terpenes in Traditional Chinese Medicine (TCM) by Comprehensive two-dimensional Gas Chromatography - Mass Spectrometry (GC × GC) coupled to high-resolution Quadrupole Time-of-Flight Mass Spectrometry (QTOFMS) with Orthogonal Partial Least Squares - Discrimination Analysis (OPLS-DA). Analytical Letters, 55(16), 2621-2638. http://dx.doi.org/10.1080/00032719.2022.2066685.
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; Jang et al., 2018Jang, H.-J., Lee, J. D., Jeon, H.-S., Kim, A.-R., Kim, S., Lee, H.-S., & Kim, K.-B. (2018). Metabolic profiling of eccentric exercise-induced muscle damage in human urine. Toxicological Research, 34(3), 199-210. http://dx.doi.org/10.5487/TR.2018.34.3.199. PMid:30057694.
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; Morvan & Demidem, 2018Morvan, D., & Demidem, A. (2018). NMR metabolomics of fibroblasts with inherited mitochondrial Complex I mutation reveals treatment-reversible lipid and amino acid metabolism alterations. Metabolomics, 14(5), 55. http://dx.doi.org/10.1007/s11306-018-1345-9. PMid:29937703.
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). The VIP values of the common peaks were shown in Figure 5. The VIP values of the total 13 peaks of S18, S4, S5, S20, S25, S21, S22, S17, S23, S7, S8, S14 and S6 were ≥ 1.0, which contributions were significant, so these peaks were selected as differential markers in Dendrobium devonianum and Dendrobium officinale. The VIP rankings and retention times of the 26 common peaks were shown in Table 1.

Figure 5
VIP value of common peak.
Table 1
The VIP - Variable Influence on Projection rankings and retention times of the 26 common peaks.

3.6 Separation and purification of differential marker from Dendrobium devonianum

Dendrobium devonianum was used as the raw material, the compounds that are related to the common peaks were separated and purified by normal-phase silica gel column chromatography, and their structures were elucidated by 1H-NMR and 13C-NMR spectroscopic comparison with literature data. Unfortunately, due to the low content of some compounds in Dendrobium devonianum, all the common peaks were not successfully separated and purified, and only 7 compounds were identified, as shown in Table 2, one of which was dendrophenol, and its VIP value < 0.5, indicating that it was an irrelevant variable in Dendrobium devonianum and Dendrobium officinale, but was a characteristic component in other Dendrobium species (Min et al., 1987Min, Z.-D., Tanaka, T., Iinuma, M., & Mizuno, M. (1987). A new dihydrostilbene in Dendrobium chrysanthum. Journal of Natural Products, 50(6), 1189. http://dx.doi.org/10.1021/np50054a042.
http://dx.doi.org/10.1021/np50054a042...
; Li et al., 1991Li, M. F., Hirata, Y., Xu, G. J., Niwa, M., & Wu, H. M. (1991). Studies on the chemical constituents of Dendrobium loddigesii rolfe. Yao Xue Xue Bao, 26(4), 307-310. PMid:1659772.). In addition, the identified compounds such as (+)-Syringaresinol, rutin, naringenin and vicenin II had a value of 0.5 < VIP Value < 1.0, indicating that these compounds are different in Dendrobium devonianum and Dendrobium officinale, while eupatolide and isoschaftoside had VIP value ≥ 1.0, was identified as a differential marker, and also belongs to the characteristic components of Dendrobium devonianum and Dendrobium officinale (Tao et al., 2021Tao, Z. X., Lu, N. S., Wu, X. Q., Huang, Y. K., Xiao, Y. X., & Wang, X. (2021). Research progress on chemical constituents and pharmacological action of Dendrobium'. Journal of Pharmacy Research, 40, 44-51.; Wu et al., 2016Wu, C., Gui, S., Huang, Y., Dai, Y., Shun, Q., Huang, K., Tao, S., & Wei, G. (2016). Characteristic fingerprint analysis of Dendrobium huoshanense by ultra-high performance liquid chromatography-electrospray ionization-tandem mass spectrometry. Analytical Methods, 8(18), 3802-3808. http://dx.doi.org/10.1039/C6AY00232C.
http://dx.doi.org/10.1039/C6AY00232C...
; Tao et al., 2015Tao, Y., Cai, H., Li, W., & Cai, B. (2015). Ultrafiltration coupled with high-performance liquid chromatography and quadrupole-time-of-flight mass spectrometry for screening lipase binders from different extracts of Dendrobium officinale. Analytical and Bioanalytical Chemistry, 407(20), 6081-6093. http://dx.doi.org/10.1007/s00216-015-8781-4. PMid:26018630.
http://dx.doi.org/10.1007/s00216-015-878...
; Liao et al., 2018Liao, X., Xie, Z., Liang, Z., Zhou, C., Huang, Y., & Wei, G. (2018). Determination of five flavonoid glycosides in Dendrobium devonianum Paxt. Zhong Yao Cai, 41, 2863-2865.).

Table 2
NMR Nuclear Magnetic Resonance data and VIP values of 7 common peaks.

Since eupatolide and isoschaftoside were differential markers in Dendrobium devonianum and Dendrobium officinale, and eupatolide had good anti-cancer, anti-inflammatory, anti-proliferative and anti-migratory effects (Avila-Carrasco et al., 2019Avila-Carrasco, L., Majano, P., Sánchez-Toméro, J. A., Selgas, R., López-Cabrera, M., Aguilera, A., & Mateo, G. G. (2019). Natural plants compounds as modulators of epithelial-to-mesenchymal transition. Frontiers in Pharmacology, 10, 715. http://dx.doi.org/10.3389/fphar.2019.00715. PMid:31417401.
http://dx.doi.org/10.3389/fphar.2019.007...
; Ma et al., 2021Ma, X., Wu, K., Xu, A., Jiao, P., Li, H., & Xing, L. (2021). The sesquiterpene lactone eupatolide induces apoptosis in non-small cell lung cancer cells by suppressing STAT3 signaling. Environmental Toxicology and Pharmacology, 81, 103513. http://dx.doi.org/10.1016/j.etap.2020.103513. PMid:33091599.
http://dx.doi.org/10.1016/j.etap.2020.10...
; Boldbaatar et al., 2017Boldbaatar, A., Lee, S., Han, S., Jeong, A. L., Ka, H. I., Buyanravjikh, S., Lee, J. H., Lim, J.-S., Lee, M. S., & Yang, Y. (2017). Eupatolide inhibits the TGF-β1-induced migration of breast cancer cells via downregulation of SMAD3 phosphorylation and transcriptional repression of ALK5. Oncology Letters, 14(5), 6031-6039. http://dx.doi.org/10.3892/ol.2017.6957. PMid:29113242.
http://dx.doi.org/10.3892/ol.2017.6957...
), isoschaftoside was reported to have SARS-CoV-2 3CLpro inhibitory activity, antioxidant activity, anti-inflammatory activity (Cattaneo et al., 2016Cattaneo, F., Costamagna, M. S., Zampini, I. C., Sayago, J., Alberto, M. R., Chamorro, V., Pazos, A., Thomas-Valdés, S., Schmeda-Hirschmann, G., & Isla, M. I. (2016). Flour from Prosopis alba cotyledons: a natural source of nutrient and bioactive phytochemicals. Food Chemistry, 208, 89-96. http://dx.doi.org/10.1016/j.foodchem.2016.03.115. PMid:27132827.
http://dx.doi.org/10.1016/j.foodchem.201...
; Liao et al., 2021Liao, Q., Chen, Z., Tao, Y., Zhang, B., Wu, X., Yang, L., Wang, Q., & Wang, Z. (2021). An integrated method for optimized identification of effective natural inhibitors against SARS-CoV-2 3CLpro. Scientific Reports, 11(1), 22796. http://dx.doi.org/10.1038/s41598-021-02266-3. PMid:34815498.
http://dx.doi.org/10.1038/s41598-021-022...
). In particular, isoxafutoside, which was first reported to have SARS-CoV-2 3CLpro inhibitory activity, was considered a new alternative to functional food or food supplement formulations. These two active compounds play an important role in the further development of Dendrobium devonianum products.

4 Conclusion

In this study, UPLC and PDA detector were used to collect the fingerprints of Dendrobium devonianum and Dendrobium officinale. Through the “Chinese medicine chromatographic fingerprint similarity evaluation system (2012 edition)”, a total of 26 common peaks in the samples of Dendrobium devonianum and Dendrobium officinale were found, after automatic peak matching. The relative peak areas of the common peaks were used as different risks for principal component analysis by R, the results showed that Dendrobium devonianum and Dendrobium officinale could be better distinguished by PCA. On the other hand, the relative peak areas of the common peaks were combined by OPLS-DA, Dendrobium devonianum and Dendrobium officinale produced in Longling area can be clearly divided into two categories, which were consistent with the results of PCA analysis, indicating that common peaks combined with stoichiometry can effectively distinguish Dendrobium devonianum and Dendrobium officinale grown in the same growth area. The VIP value of 13 common peaks ≥ 1.0 has a significant contribution to the difference, which was a differential marker in Dendrobium devonianum and Dendrobium officinale. The compounds that are related to the common peaks were separated and purified by normal-phase silica gel column chromatography, and a total of 7 compounds were identified, of which eupatolide and isoschaftoside were differential markers, and their better biological activity was of great significance for the quality control of Dendrobium devonianum and its wide application in the food field. In this study, common UPLC instrument was used. Compared with large instrument such as high-resolution mass spectrometer, UPLC is relatively cheap, and the waste generated is mainly liquid, which is easier to collect, and is more environmentally friendly than the high-temperature gasification gas generated by high-resolution mass spectrometer. Therefore, the method of this experiment was economical and less polluting to the environment, and has a good application prospect.

  • Practical Application: Dendrobium devonianum and Dendrobium officinale could be better separated by PCA and OPLS-DA analysis. The VIP value of 13 common peaks ≥ 1.0 has a significant contribution to the difference, which was a differential marker in Dendrobium devonianum and Dendrobium officinale. Two of differential markers were eupatolide and isoschaftoside, and their better biological activity was of great significance for the quality control of Dendrobium devonianum and its wide application in the food field.
  • Availability of data and material

    Data are contained within the article.
  • Funding

    This study was funded by Yunnan Fundamental Research Projects, grant number 202001AT070017, Yunnan Key Research and Development, grant number 202102AE090021, 202002AE3200053 and 2019ZG001.

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Publication Dates

  • Publication in this collection
    16 Jan 2023
  • Date of issue
    2023

History

  • Received
    30 Sept 2022
  • Accepted
    14 Nov 2022
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