Development of a comprehensive quality control method for the quantitative analysis of volatiles and lignans in Magnolia biondii Pamp. by near infrared spectroscopy
Graphical abstract
Introduction
Recently, Traditional Herbal Medicine has aroused great interest for its potential to treat a variety of ailments, and no secondary action to the health. Traditional Herbal Medicine has been used for 5000 years, and now it is widely used in the treatment of various diseases, especially in Asian countries. Tu Youyou Research Group has discovered and extracted artemisinin from a Traditional herbal medicine - Artemisia apiacea, saving the lives of millions of people around the world and effectively reducing the mortality rate of malaria patients, especially in developing countries [1]. Aimed at the resistance of artemisinin reported in recent years, Tu youyou Research Group proposed a new temporizing solution to artemisinin resistance [2]. The statements demonstrated that Traditional Herbal medicine is worth to be fostered and enhanced. But there are many inferior and false Traditional Herbal medicines in the market, which cannot produce the due effect but cause the harm to the human body. Therefore, it is important and urgent to develop a reasonable, high-speed, precise and comprehensive quality control method for the qualitative and quantitative analysis in commonly used Traditional Herbal Medicines.
High performance liquid chromatography-mass spectrometry (HPLC-MS) is capable of providing the molecular weights, elemental compositions and fragment information of unknown components, and achieve a separation, purification, enrichment of the specific component in complex mixture. In general, it is difficult to separate and purify the components of Traditional Herbal Medicines, while these complicated pretreatments are not necessary to be carried out in the analysis by HPLC-MS. Recently, HPLC-MS has been demonstrated to be an invaluable tool for the analysis of complex mixtures derived from certain Traditional Herbal Medicines [[3], [4], [5], [6]]. It can not only be used to study the index constituents of Traditional Herbal Medicines qualitatively and quantitatively, but also used to infer some unknown components by the fragment information, which could guide the further research work. Gas chromatography-mass spectrometry (GC–MS) is a highly efficient, selective and sensitive analytical method, especially suitable for the analysis of volatile compounds [7,8].
Traditional analysis techniques, such as HPLC, GC, ultraviolet spectrophotometry and etc., have the disadvantages of complicated pretreatment and operation, time consuming, high cost, reagent pollution in the analysis process. As a fast developing green analysis technique, near infrared spectroscopy (NIRS) has some individual characteristics. The absorption coefficient of many substances in the near infrared region is small and the analysis process is simple. The light scattering effect and penetration in the near infrared region are large enough to be directly measured by diffuse reflection technique, and near infrared light can penetrate through glass and quartz medium. Moreover, as a fast-nondestructive and environmental analysis technology, NIRS is mainly combined with spectral measuring technology, chemometrics and basic measurement technology, which can objectively reflect the overall material base of Traditional Chinese Medicine (TCM), and reflect its organic composition, mineral composition and characteristic components. NIRS technology can be rapid, simple and accurate to overall control over the quality of TCM and the raw medicinal materials, and the researchers demonstrated that the technology could achieve relatively satisfactory results. Therefore, it has been successfully applied in the fields of agriculture [9], food [[10], [11], [12], [13], [14], [15]], petrochemical, tobacco [16], wine [17,18] and medicine [[19], [20], [21], [22], [23], [24]]. It has also been widely used in the quality analysis of the index components in Traditional Herbal Medicines [25,26].
Magnolia biondii Pamp. (M. biondii) is a traditionally medicinal plant grown in Henan, Sichuan, Anhui, Shanxi, and Gansu of China. The dried flower buds of the plant can be used for the treatment of chill, headache, nasal congestion, anti-inflammatory, allergic rhinitis and nasosinusitis [27], which has been listed in the Chinese Pharmacopeia since 1990. Modern Pharmacological study demonstrated the essential oil, water-soluble extractive and lignans from M. biondii possessed its individual biological effects. The essential oil can be bacteriostatic, analgesic, antitussive, antiasthmatic and sedative [[28], [29], [30], [31]], water-soluble extract is antibacterial, anti-inflammatory, and antihypertensive [32], while lignans would be melanogenesis inhibition, anti-inflammatory and anti-allergic, inducing apoptosis [[33], [34], [35], [36], [37], [38], [39]]. In the 2015 Chinese Pharmacopeia, the total volatile oil no <1.0% (mL/g) and magnolin no <0.4% were regarded as the evaluation index to control the quality of M. biondii. Nevertheless, as a holistic approach to the treatment of diseases, Traditional Herbal Medicines are believed to exert their therapeutic or preventive effects through the interaction of multiple components rather than the bioactivity of single chemicals. In consideration of these, all of three extracted parts were selected as the objects of our study to develop a comprehensive quality control method for M. biondii.
In this study, a systematic analysis method was proposed based on pharmaceutical analysis and pharmacochemistry. The volatiles, water-soluble extractive and lignans parts from the same sample were prepared in turn. And then the volatiles were analyzed by GC–MS and the lignans by HPLC-MS. This multiple techniques methodology was utilized to provide components information, which could achieve a fast automation of separation, purification, enrichment and identification of complex mixture, and could be anticipated to be a useful analysis tool for other Traditional Herbal Medicines. Finally, some identified components with their individual biological effects were selected as index components. And these index components' quantitative models were developed by NIRS based on partial least square regression (PLSR). This methodology, combined with GC–MS, HPLC-MS and NIR, was utilized to evaluate and control the quality of M. biondii in a holistic approach. Up to now, no comprehensive analysis to volatiles, lignans and water-soluble extracts from M. biondii was reported in this way. The systematic analysis method can make the substances analyzed more pure and free from the interference of other types of substances, which can be beneficial to the further accurate qualitative and quantitative analysis by GC–MS and HPLC-MS. This research can also provide new ideas for other Traditional Herbal Medicines basic research.
Section snippets
Experimental materials
125 batches of experimental M. biondii were purchased from Henan, Sichuan, and Anhui Province in China from January 2018 to January 2019, and further confirmed by Dr. Shengguo Ji (School of traditional Chinese Medicine, Guangdong Pharmaceutical University, Guangdong, China). After being dried naturally, the plant experimental materials were smashed into the powder and passed through the 10 mesh screen. They were stored in sealed bags and placed in the desiccator for further study. 1, 8-cineole,
The innovation point of systematic analysis method
In this study, a systematic analysis method was proposed to develop a comprehensive quality control method for quantitative analysis of volatiles and lignans in M. biondii. The advantages of the method were as follows: First of all, save raw material medicine. Different pharmacoactive parts derived from the same sample can be analyzed at the same time, so it's very suitable for the separation and analysis of valuable medicine. Second, by analyzing the different pharmacoactive parts using
Conclusion
13 quantitative analysis model of index components in M. biondi were established by NIRS combined with PLSR. The results demonstrated that the model was reliable and suitable for the rapid determination of 13 components in this traditional Chinese medicine. To our best knowledge, no research on quantitative correction models of M. biondi by NIRS was reported. At the same time, the systematic analysis method combined pharmaceutical analysis with pharmacochemistry was proposed in the study for
CRediT authorship contribution statement
Junni Li:Conceptualization, Methodology, Validation, Formal analysis, Investigation, Writing - original draft, Visualization.Jinfeng Wen:Writing - review & editing, Investigation.Gengqiu Tang:Writing - review & editing.Rong Li:Writing - review & editing.Huanjia Guo:Writing - review & editing.Wenfeng Weng:Writing - review & editing.Dong Wang:Validation, Resources, Writing - review & editing.Shengguo Ji:Conceptualization, Methodology, Validation, Resources, Writing - review & editing, Supervision.
Declaration of competing interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Acknowledgements
This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors. No conflict of interest exists in submission of this manuscript. The author would like to express special gratitude to Dr. Haijun Nan from Guangdong Pharmaceutical University for providing experimental equipment and guidelines.
References (51)
- et al.
Development of a design of experiments optimized method for quantification of polysorbate 80 based on oleic acid using UHPLC-MS
J. Chromatogr. A
(2019) - et al.
Determination of volatile non intentionally added substances coming from a starch-based biopolymer intended for food contact by different gas chromatography-mass spectrometry approaches
J. Chromatogr. A
(2019) Extraction and quantitative analysis of water by GC/MS for trace-level dimethylsilanediol
J. Chromatogr. A
(2019)- et al.
Rapid and non-destructive analysis for the identi fi cation of multi-grain rice seeds with near-infrared spectroscopy
Spectrochim. Acta A Mol. Biomol. Spectrosc.
(2019) - et al.
Simultaneous determination of six main types of lipid-soluble pigments in green tea by visible and near-infrared spectroscopy
Food Chem.
(2019) - et al.
Quantification of mineral composition of Brazilian bee pollen by near infrared spectroscopy and PLS regression
Food Chem.
(2019) - et al.
Identification of fiber added to semolina by near infrared (NIR) spectral techniques
Food Chem.
(2019) - et al.
Determination of fatty acids and lipid classes in salmon oil by near infrared spectroscopy
Food Chem.
(2018) - et al.
Staling of white wheat bread crumb and effect of maltogenic α-amylases. Part 1: spatial distribution and kinetic modeling of hardness and resilience
Food Chem.
(2016) - et al.
Variations in oxygen and ellagitannins, and organoleptic properties of red wine aged in French oak barrels classified by a near infrared system
Food Chem.
(2016)
A rapid integrated bioactivity evaluation system based on near-infrared spectroscopy for quality control of Flos Chrysanthemi
J. Pharm. Biomed. Anal.
Near infrared system coupled chemometric algorithms for the variable selection and prediction of baicalin in three different processes
Spectrochim. Acta A Mol. Biomol. Spectrosc.
Rapid analysis of the Tanreqing injection by near-infrared spectroscopy combined with least squares support vector machine and Gaussian process modeling techniques
Spectrochim. Acta A Mol. Biomol. Spectrosc.
Antioxidant and antidermatophytic activities of essential oil and extracts of Magnolia liliflora Desr
Food Chem. Toxicol.
Decreased serum IgE level, decreased IFN-γ and IL-5 but increased IL-10 production, and suppressed cyclooxygenase 2 mRNA expression in patients with perennial allergic rhinitis after treatment with a new mixed formula of Chinese herbs
Int. Immunopharmacol.
Extract of Magnoliae Flos inhibits ovariectomy-induced osteoporosis by blocking osteoclastogenesis and reducing osteoclast-mediated bone resorption
Fitoterapia
Extracts of Magnoliae flos inhibit inducible nitric oxide synthase via ERK in human respiratory epithelial cells
Nitric Oxide Biol. Chem.
Inhibitions of mast cell-derived histamine release by different Flos Magnoliae species in rat peritoneal mast cells
Phytomedicine
Naphthalene—a constituent of magnolia flowers
Phytochemistry.
Rapid determination of moisture content in paper materials by multiple headspace extraction gas chromatography
J. Chromatogr. A
A modification on the vector cosine algorithm of similarity analysis for improved discriminative capacity and its application to the quality control of Magnoliae Flos
J. Chromatogr. A
A novel spirocyclohexadienone neolignan and other constituents from
Phytochemistry.
Review of the most common pre-processing techniques for near-infrared spectra
TrAC Trends Anal. Chem.
PLS-regression: a basic tool of chemometrics
Chemom. Intell. Lab. Syst.
The Nobel prize in physiology or medicine 2015 of Y.Y Tu
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