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1.
Food Chem ; 462: 140965, 2025 Jan 01.
Article in English | MEDLINE | ID: mdl-39197242

ABSTRACT

Perilla leaf oil (PLO) is a global premium vegetable oil with abundant nutrients and substantial economic value, rendering it susceptible to potential adulteration by unscrupulous entrepreneurs. The addition of cinnamon oil (CO) is one of the main adulteration avenues for illegal PLOs. In this study, new and real-time ambient mass spectrometric methods were developed to detect CO adulteration in PLO. First, atmospheric solids analysis probe tandem mass spectrometry combined with principal component analysis and principal component analysis-linear discriminant analysis was employed to differentiate between authentic and adulterated PLO. Then, a spectral library was established for the instantaneous matching of cinnamaldehyde in the samples. Finally, the results were verified using the SRM mode of ASAP-MS/MS. Within 3 min, the three methods successfully identified CO adulteration in PLO at concentrations as low as 5% v/v with 100% accuracy. The proposed strategy was successfully applied to the fraud detection of CO in PLO.


Subject(s)
Cinnamomum zeylanicum , Food Contamination , Plant Leaves , Plant Oils , Food Contamination/analysis , Plant Oils/chemistry , Plant Oils/analysis , Plant Leaves/chemistry , Cinnamomum zeylanicum/chemistry , Perilla/chemistry , Tandem Mass Spectrometry/methods , Mass Spectrometry/methods
2.
J Am Soc Mass Spectrom ; 35(9): 2187-2196, 2024 Sep 04.
Article in English | MEDLINE | ID: mdl-39162665

ABSTRACT

In the past few years, mass spectrometry imaging (MSI) has brought many new inspirations to plant research. However, current MSI experiments usually include only a single batch of samples, casting doubts on the reproducibility of phytochemical distribution across different batches. Consequently, MSI has seldom been applied to conduct species discrimination. In this experiment, MSI was employed to discriminate between two taxonomically similar plants, Scutellaria baicalensis Georgi and Scutellaria rehderiana Diels. A new concept termed a "spatial marker" was proposed in this article, which referred to the phytochemical marker that presented both intraspecies similarity and interspecies dissimilarity. Multiple batches of S. baicalensis and S. rehderiana were analyzed using MSI, proving that the authentication protocol using spatial markers was reliable and reproducible. The observed spatial markers were further identified using on-tissue tandem mass spectrometry and liquid chromatography coupled with mass spectrometry. Additionally, the spectral data collected from MSI were utilized to set up algorithm models for species discrimination. External validation confirmed that the established random forest model was extrapolated well to unknown samples. Overall, this investigation successfully explored the analytical applicability of MSI, facilitating rapid authentication of medicinal plants.


Subject(s)
Plants, Medicinal , Scutellaria baicalensis , Plants, Medicinal/chemistry , Plants, Medicinal/classification , Scutellaria baicalensis/chemistry , Tandem Mass Spectrometry/methods , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Species Specificity , Reproducibility of Results , Mass Spectrometry/methods , Algorithms
4.
Chin Med ; 18(1): 69, 2023 Jun 07.
Article in English | MEDLINE | ID: mdl-37287001

ABSTRACT

BACKGROUND: Heavy metals are considered a global concern because they can deteriorate human health. This guideline aims to scientifically evaluate health risk of heavy metals in TCM and to propose a reference for decision making in developing TCM-related health policies. METHODS: Using a multidisciplinary approach, a steering committee oversaw the development of the guideline. To obtain a reasonable and accurate risk assessment, key exposure assessment parameters for TCM, e.g., exposure frequency (EF), exposure duration (ED), and daily ingestion rate (IR) were obtained from surveys. In addition, transfer rates for heavy metals from Chinese medicinal materials (CMM) to decoctions or preparations were examined. RESULTS: Based on the scientific theory of risk control, the guideline was designed systematically, and principles and procedures for the risk assessment of heavy metals in TCM were identified. The guideline can be utilized to assess the risk of heavy metals in CMM and Chinese patent medicines (CPM). CONCLUSION: This guideline may help standardize the risk assessment of heavy metals in TCM, advance regulatory standards for heavy metals in TCM, and ultimately improve human health through scientific TCM usage in clinic.

5.
J Ethnopharmacol ; 298: 115683, 2022 Nov 15.
Article in English | MEDLINE | ID: mdl-36057409

ABSTRACT

ETHNOPHARMACOLOGICAL RELEVANCE: Traditional Chinese medicine (TCM) has a wide range of applications, including human healthcare-associated treatments and bioactive compound discovery. However, complex chemical systems present a significant challenge for chemical-material-based research and quality control. For instance, Banlangen (BLG) granules is a well-acknowledged TCM preparation widely used in clinical treatment of virus infection. However, its chemical basis of anti-influenza efficacy remains unclear. AIM OF THE STUDY: In the present study, a systematic discovery strategy for identifying anti-influenza molecules based on biological activities and chemical analysis was established to contribute to the molecular elucidation of the anti-influenza material basis of Banlangen granules. MATERIALS AND METHODS: Hemagglutinase inhibition (HAI) and neuraminidase inhibition (NAI) assays were used to compare the anti-influenza activities of different fractions of BLG granules against H1N1, H5N1 and H7N9 viruses. A comparative qualitative analysis of the chemical constituents in BLG granules and their fractions was performed using ultra-high-performance liquid chromatography coupled with quadrupole orbitrap mass spectrometry (UHPLC-Q-Exactive Orbitrap MS), in which a multiple mass spectrometry database platform and three compound identification strategies were used. The association between anti-influenza activities and chemical constituent characteristics was analyzed using multiple stoichiometries and data comparison strategies. RESULTS: The results showed that the chromatography fractions F3 and F4 of the BLG granules had the highest anti-influenza activity. A total of 88 compounds were identified in the BLG granules, including 31 alkaloids, 16 organic acids, 10 nucleosides, 8 phenylpropanoids, 6 sulfur-containing compounds, 5 amino acids, 4 aromatic compounds, 3 aldehydes and ketones, 2 flavonoids, 1 alcohol, 1 carbohydrate, and 1 aliphatic compound. Out of these, 31 characteristic compounds were identified in fractions F3-F4 as candidate compounds with anti-influenza activity. Additionally, 6-methoxyquinoline and 4-guanidinobutanal were identified in BLG granules and its raw material (Isatidis Radix) for the first time. CONCLUSION: In this study, we proposed a systematic discovery strategy to thoroughly investigate the anti-influenza activity, chemical identification, and constituents-activity relationship of BLG granules. These data not only provided a deeper understanding of the molecular mechanism of the activity of BLG granules, but also presented a basis for the discovery of potential novel drug candidates and quality evaluation and control of BLG granules.


Subject(s)
Drugs, Chinese Herbal , Influenza A Virus, H1N1 Subtype , Influenza A Virus, H5N1 Subtype , Influenza A Virus, H7N9 Subtype , Chromatography, High Pressure Liquid/methods , Drugs, Chinese Herbal/chemistry , Gas Chromatography-Mass Spectrometry , Humans , Mass Spectrometry/methods
6.
Front Plant Sci ; 13: 897528, 2022.
Article in English | MEDLINE | ID: mdl-35783961

ABSTRACT

For a long history, herbal medicines have made significant contributions to human health all around the world. However, the exploration of an effective approach to illustrate their inner quality remains a challenge. So, it is imperative to develop new methods and technologies to characterize and identify quality markers of herbal medicines. Taking Isatidis Radix, the dried root of Isatis indigotica as an example, desorption electrospray ionization (DESI), in combination with quadrupole-time-of-flight mass spectrometry (Q-TOF/MS), was applied in this work for the first time to reveal the comprehensive spatial distribution of metabolites and, further, to illustrate quality characters of this herbal medicine. After simple pretreatment, 102 metabolites including alkaloids, sulfur-containing compounds, phenylpropanoids, nucleosides, amino acids, organic acids, flavonoids, phenols, terpenes, saccharides, peptides, and sphingolipids were characterized, some of which were successfully localized and visualized in the transverse section of the root. Based on the ion images, samples with different quality characters were distinguished unambiguously by the pattern recognition method of orthogonal partial least squares discrimination analysis (OPLS-DA). Simultaneously, 11 major influencing components exerting higher ion intensities in superior samples were identified as the potential quality markers of Isatidis Radix. Desorption electrospray ionization (DESI) mass spectrometry imaging (MSI), together with chemometric analysis could not only improve the understanding of the plant biology of herbal medicines but also be beneficial in the identification of quality markers, so as to carry out better quality control of herbal medicines.

7.
Chin Med ; 17(1): 35, 2022 Mar 05.
Article in English | MEDLINE | ID: mdl-35248086

ABSTRACT

Mass spectrometry imaging is a frontier technique which connects classical mass spectrometry with ion imaging. Various types of chemicals could be visualized in their native tissues using mass spectrometry imaging. Up to now, the most commonly applied mass spectrometry imaging techniques are matrix assisted laser desorption ionization mass spectrometry imaging, desorption electrospray ionization mass spectrometry imaging and secondary ion mass spectrometry imaging. This review gives an introduction to the principles, development and applications of commonly applied mass spectrometry imaging techniques, and then illustrates the application of mass spectrometry imaging in the investigation of traditional Chinese medicine. Recently, mass spectrometry imaging has been adopted to explore the spatial distribution of endogenous metabolites in traditional Chinese medicine. Data collected from mass spectrometry imaging can be further utilized to search for marker components of traditional Chinese medicine, discover new compounds from traditional herbs, and differentiate between medicinal plants that are similar in botanical features. Moreover, mass spectrometry imaging also plays a role in revealing the pharmacological and toxicological mechanisms of traditional Chinese medicine.

8.
Front Pharmacol ; 12: 685575, 2021.
Article in English | MEDLINE | ID: mdl-34267659

ABSTRACT

The dried root of Isatis tinctoria L. (Brassicaceae) is one of the most popular traditional Chinese medicines with well-recognized prevention and treatment effects against viral infections. Above 300 components have been isolated from this herb, but their spatial distribution in the root tissue remains unknown. In recent years, mass spectrometry imaging (MSI) has become a booming technology for capturing the spatial accumulation and localization of molecules in fresh plants, animal, or human tissues. However, few studies were conducted on the dried herbal materials due to the obstacles in cryosectioning. In this study, distribution of phytochemicals in the dried root of Isatis tinctoria was revealed by microscopic mass spectrometry imaging, with application of atmospheric pressure-matrix-assisted laser desorption/ionization (AP-MALDI) and ion trap-time-of-flight mass spectrometry (IT-TOF/MS). After optimization of the slice preparation and matrix application, 118 ions were identified without extraction and isolation, and the locations of some metabolites in the dried root of Isatis tinctoria were comprehensively visualized for the first time. Combining with partial least square (PLS) regression, samples collected from four habitats were differentiated unambiguously based on their mass spectrometry imaging.

9.
Microsc Res Tech ; 84(9): 1936-1946, 2021 Sep.
Article in English | MEDLINE | ID: mdl-33793021

ABSTRACT

The Chinese Materia Medica, Cordyceps sinensis (called "Dongchongxiacao" in Chinese), used as a tonic for nearly 600 years by Traditional Chinese Medicine, which has been recorded by Chinese Pharmacopoeia. This drug is rare and precious, which in turn lead to the emergence of adulterants derived from the same genus of Cordyceps. The adulterants which can be commonly found in the market are Cordyceps gunnii (called "Gunichongcao" in Chinese), Cordyceps liangshanensis (called "Liangshanchongcao" in Chinese), and Cordyceps gracilis (called "Xinjiangchongcao" in Chinese). This study combined a desktop scanning electron microscope and stereo microscope to distinguish C. sinensis from the above three adulterants especially on their different characters of caterpillar parts. Referring to the professional entomological literature, the micro-morphological features including the cuticle of the abdomen and the planta of abdomen prolegs were observed, photographed, and expressed based on the description of macroscopic characters. The identification method studied in this article is more convenient, quick, and environmental friendly.


Subject(s)
Cordyceps , Hypocreales , Microscopy, Electron, Scanning
10.
J Ethnopharmacol ; 251: 112550, 2020 Apr 06.
Article in English | MEDLINE | ID: mdl-31918015

ABSTRACT

ETHNOPHARMACOLOGICAL RELEVANCE: Isatidis Radix, the sun-dried roots of Isatis indigotica Fortune ex Lindl., is one of the most usually used traditional Chinese medicines. For centuries, the herb has been employed in clinical practice for treatment of virus infection and inflammation. However, its active ingredients remain unclear. AIM OF THE STUDY: In the present study, the anti-influenza virus activity of epiprogoitrin, progoitrin, epigoitrin and goitrin, the Isatidis Radix derived glucosinolate isomers and their breakdown products, was firstly evaluated in vitro and in ovo and their mechanism of action was investigated. MATERIALS AND METHODS: Epiprogoitrin, progoitrin, epigoitrin and goitrin were isolated from Isatidis Radix by chiral separation. In vitro and in ovo evaluations were performed on Madin-Darby canine kidney (MDCK) cells and embryonated eggs respectively, both using protocols including prevention, treatment and virus neutralization. Hemagglutination (HA) and neuraminidase (NA) inhibition assays were performed for further understanding of the antiviral mechanism. RESULTS: Isatidis Radix derived glucosinolate isomers and their breakdown products all exhibited dose-dependent inhibition effect against influenza A virus (H1N1) without toxicity. The antiviral potency of the components was in the order of progoitrin > goitrin > epigoitrin > epiprogoitrin. The attachment of the constituents to the viral envelope conduced to the mechanism of their antiviral action without disturbing viral adsorption or budding. CONCLUSION: Taken together, these results are promising for further development of Isatidis Radix and may contribute an adjunct to pharmacotherapy for influenza virus infection.


Subject(s)
Antiviral Agents/pharmacology , Glucosinolates/pharmacology , Influenza A Virus, H1N1 Subtype/drug effects , Isatis , Oxazolidinones/pharmacology , Animals , Cell Survival/drug effects , Chick Embryo/virology , Dogs , Hemagglutination Tests , Madin Darby Canine Kidney Cells , Neuraminidase/antagonists & inhibitors , Plant Roots
11.
Zhongguo Zhong Yao Za Zhi ; 44(1): 82-87, 2019 Jan.
Article in Chinese | MEDLINE | ID: mdl-30868816

ABSTRACT

To achieve a comprehensive understanding of heavy metals and harmful elements residues in Niuhuang Qingwei Pills,49 samples from 18 manufactures were collected from 31 provinces in China.Risk assessment and control preparations were applied innovatively in evaluation of exogenous pollution in traditional Chinese Medicine.Determination methods for Pb,Cd,As,Hg and Cu were established by inductively coupled plasma mass spectrometry(ICP-MS).Based on the procedures including hazard identification,hazard characterization,exposure assessment and risk characterization,risk assessment was performed and residual limits for Pb,Cd,As,Hg and Cu in the drug were formulated.The results showed that the hazardous quotients(HQ) of the elements were decreased in the following order:Pb>As>Cu>Hg>Cd,and the total hazardous index(HI) of heavy metals and harmful elements in Niuhuang Qingwei Pills was above 1,implying health risk of the drug.Under the proposed limits,5 elements in the control preparation as well as Cd and Cu in the samples were within the limits range,but the excess rates of Pb,As and Hg in the samples were 12%,12% and 14%,respectively.For the first time,basic steps for risk assessment of Chinese patent medicine were established,which provided model and reference for risk assessment and limit formulation of other drugs.


Subject(s)
Drug Contamination , Drugs, Chinese Herbal/analysis , Metals, Heavy/analysis , China , Drugs, Chinese Herbal/standards , Risk Assessment
12.
Zhongguo Zhong Yao Za Zhi ; 43(5): 1049-1053, 2018 Mar.
Article in Chinese | MEDLINE | ID: mdl-29676107

ABSTRACT

With the growth of number of Chinese patent medicines and clinical use, the rational use of Chinese medicine is becoming more and more serious. Due to the complexity of Chinese medicine theory and the uncertainty of clinical application, the prescription review of Chinese patent medicine always relied on experience in their respective, leading to the uncontrolled of clinical rational use. According to the traditional Chinese medicine (TCM) theory and characteristics of the unique clinical therapeutics, based on the practice experience and expertise comments, our paper formed the expert consensus on the prescription review of Chinese traditional patent medicine for promoting the rational use of drugs in Beijing. The objective, methods and key points of prescription review of Chinese patent medicine, were included in this expert consensus, in order to regulate the behavior of prescription and promote rational drug use.


Subject(s)
Drugs, Chinese Herbal , Medicine, Chinese Traditional , Nonprescription Drugs , Beijing , Consensus , Prescriptions
13.
Zhongguo Zhong Yao Za Zhi ; 42(19): 3672-3675, 2017 Oct.
Article in Chinese | MEDLINE | ID: mdl-29235278

ABSTRACT

Traditional Chinese medicine (TCM) reference drug is a new form of TCM standard reference substance. The purpose of this guideline is to guide the establishment of the reference drug and standardize its investigation and application in national drug standards. Definition of TCM reference drug was specified and relating guideline and technical requirement were introduced in this paper. Its application in quality control of TCM was analyzed and the developing train was proposed. There is a wide prospect for the application of reference drug in quality control of TCM. Thus it has practical significance to explore and conduct the quality evaluation system by using TCM reference drug as the reference substance.


Subject(s)
Drugs, Chinese Herbal/standards , Medicine, Chinese Traditional , Quality Control , Reference Standards
14.
J Anal Methods Chem ; 2017: 2810565, 2017.
Article in English | MEDLINE | ID: mdl-28894621

ABSTRACT

Radix isatidis (Banlangen) is a widely used traditional Chinese medicine for treating fever and removing toxic heat. Pharmacological studies have indicated that (R)-goitrin (epigoitrin) is one of the main constituents accounting for its antiviral activity, while (S)-goitrin (goitrin) is known as an antithyroid factor. To better control the quality of radix isatidis and its formulations, it is imperative to enantiomerically determine the contents of R- and S-goitrin. In this study, an enantioselective method based on reversed phase chromatography was developed for the assay of (R, S)-goitrin enantiomers. Optimum separation was obtained on an S-Chiral A column (4.6 mm × 250 mm, 5 µm) using methanol/water (30 : 70, v/v) as the mobile phase. After validation, the method was applied to quantify the enantiomers in Banlangen granules, which is the most prescribed commercial formulation of radix isatidis. Compared to enantioselective resolution approaches based on normal phase chromatography, the new method could be conveniently performed using regular reversed phase high-performance liquid chromatography (RP-HPLC) equipment and was found to be more suitable for the enantioselective quality control of water-extracted and soluble medicines.

15.
J Anal Methods Chem ; 2016: 5782942, 2016.
Article in English | MEDLINE | ID: mdl-27022502

ABSTRACT

Like chemical drugs, research and development of herbal medicine also have a need to resolve enantiomers. To help illustrating the antiviral bioactivity of Isatidis Radix, a widely used traditional Chinese medicine (TCM), supercritical fluid chromatography (SFC) was used for analytical and preparative separation of (R,S)-goitrin, which was reported as the active ingredient of the herbal. Improved resolution was achieved on Chiralpak IC column, using acetonitrile as the organic modifier, representing a tenfold increase in speed, compared to the previous normal phase HPLC (NPLC) method. The newly developed chromatographic method was validated in terms of linearity, precision, limit of detection (LOD), and limit of quantitation (LOQ). Scale-up purification of (R)-goitrin and (S)-goitrin was performed on a preparative column with >90% total recovery. The absolute stereochemical assignment of the purified isomers was determined through optical rotation study. This attempt explored SFC's application in chiral research of traditional Chinese medicine.

16.
Zhongguo Zhong Yao Za Zhi ; 41(20): 3741-3745, 2016 Oct.
Article in Chinese | MEDLINE | ID: mdl-28929650

ABSTRACT

Application of microscopic spectroscopy in quality control of Niuhuang Qingxin pills was discussed. First, microscopic characteristics specified by the statutory standard of Niuhuang Qingxin pills were summarized. Then new identification method was established for Dioscoreae Rhizoma, Saigae Tataricae Cornu, Cinnamomi Cortex and Saposhnikoviae Radix. Finally, microscopic spectroscopy was used for test of Dioscoreae Rhizoma's adulterant Dioscoreae Fordii Rhizoma.It was the first time for this technology being applied in adulteration test of Chinese patent medicine.The results showed that Saigae Tataricae Cornu was not detected in 2 batches of Niuhuang Qingxin pills from 1 manufacturer while Dioscoreae Fordii Rhizoma was detected in 3 batches of samples from 2 manufacturers. The proposed methods were accurate, simple, rapid, objective and economic, which offered a more comprehensive approach for quality control of Niuhuang Qingxin pills. It was indicated that conventional technology such as microscopic spectroscopy could play an important role in identification of traditional Chinese medicine whose index ingredient was deficient or tiny.


Subject(s)
Drugs, Chinese Herbal/standards , Quality Control , Spectrum Analysis , Drug Contamination , Medicine, Chinese Traditional
17.
Zhongguo Zhong Yao Za Zhi ; 40(16): 3245-8, 2015 Aug.
Article in Chinese | MEDLINE | ID: mdl-26790301

ABSTRACT

Crystal structures of chemical drugs has been being investigated widely. But few attention has been paid to polymorphs-phenomena of active ingredients from Traditional Chinese Medicine(TCM). Taking anhydrous dehydroandrographolide and hydrousprim-O-glucosylcimifugin as example, differences between TCM reference substances (RSs) with different crystal structures were discussed by using microscopy, melting point determination, differential thermal analysis (DTA) and infrared (IR) methods. The results showed that different crystal structures could lead to change of melting points, thermal behaviors and IR spectrum. It's indicated that polymorphs may be considered if different physicochemical properties were obtained when applying TCM RS. Differences of chemical properties of active ingredients from TCM with different crystal structures need further investigation.


Subject(s)
Differential Thermal Analysis/standards , Drugs, Chinese Herbal/chemistry , Spectrophotometry, Infrared/standards , Crystallization , Differential Thermal Analysis/methods , Drugs, Chinese Herbal/standards , Medicine, Chinese Traditional , Molecular Structure , Reference Standards , Spectrophotometry, Infrared/methods , Transition Temperature
18.
J Anal Methods Chem ; 2014: 741571, 2014.
Article in English | MEDLINE | ID: mdl-24883224

ABSTRACT

Near-infrared spectroscopy (NIRS), a rapid and efficient tool, was used to determine the total amount of nine ginsenosides in Panax ginseng. In the study, the regression models were established using multivariate regression methods with the results from conventional chemical analytical methods as reference values. The multivariate regression methods, partial least squares regression (PLSR) and principal component regression (PCR), were discussed and the PLSR was more suitable. Multiplicative scatter correction (MSC), second derivative, and Savitzky-Golay smoothing were utilized together for the spectral preprocessing. When evaluating the final model, factors such as correlation coefficient (R (2)) and the root mean square error of prediction (RMSEP) were considered. The final optimal results of PLSR model showed that root mean square error of prediction (RMSEP) and correlation coefficients (R (2)) in the calibration set were 0.159 and 0.963, respectively. The results demonstrated that the NIRS as a new method can be applied to the quality control of Ginseng Radix et Rhizoma.

19.
Guang Pu Xue Yu Guang Pu Fen Xi ; 32(7): 1801-5, 2012 Jul.
Article in Chinese | MEDLINE | ID: mdl-23016328

ABSTRACT

Mountain cultivation ginseng (MCG) and garden cultivation ginseng (GCCG) were identified by near infrared spectroscopy, so were MCG of different growth years. 96 MCG samples of different growth years, including 24 of fifteen years and 72 of ten years, and 177 GCG samples were collected. After the near infrared spectra of these samples were collected, discriminant analysis was used to distinguish MCG and GCG, so was MCG of different years. After the original spectra were pretreated, discriminant analysis models of MCG and GCG, MCG of different growth years were developed respectively with selected principa component numbers in full spectra region. The correct discrimination rate of two groups of model was both 100%. The propose methods are accurate, fast and nondestructive, and can be applied to the quality control of MCG. It has an important significance for building market image of MCG.


Subject(s)
Panax , Plant Roots , Spectroscopy, Near-Infrared , Discriminant Analysis , Models, Theoretical , Quality Control
20.
J Pharm Biomed Anal ; 70: 605-8, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22742921

ABSTRACT

Red ginseng is a precious and widely used traditional Chinese medicine. At present, Chinese red ginseng and Korean ginseng are both commonly found on the market. To rapidly and nondestructively discriminate between Chinese red ginseng and Korean ginseng, an electronic nose coupled with chemometrics was developed. Different red ginseng samples, including Chinese red ginseng (n=30) and Korean ginseng (South Korean red ginseng and North Korean red ginseng n=26), were collected. The metal oxide sensors on an electronic nose were used to measure the red ginseng samples. Multivariate statistical analyses, including principal component analysis (PCA), discriminant factorial analysis (DFA) and soft independent modeling of class analogy (SIMCA), were employed. All of the samples were analyzed by PCA. Most of the samples were used to set up DFA and SIMCA models, and then the remaining samples (Nos. 9, 10, 17, 18, 29, 30, 34, 43, 44, 50, and 51) were projected onto the DFA and SIMCA models in the form of black dots to validate the models. The results indicated that Chinese red ginseng and Korean ginseng were successfully discriminated using the electronic nose coupled with PCA, DFA and SIMCA. The checking scores of the DFA and SIMCA models were 100. The samples projected onto the DFA and SIMCA models were all correctly discriminated. The DFA and SIMCA models were robust. Electronic nose technology is a rapid, accurate, sensitive and nondestructive method to discriminate between Chinese red ginseng and Korean ginseng.


Subject(s)
Biosensing Techniques/instrumentation , Drugs, Chinese Herbal/analysis , Drugs, Chinese Herbal/classification , Electronic Nose , Odorants , Panax/classification , Discriminant Analysis , Multivariate Analysis , Plants, Medicinal , Principal Component Analysis , Reproducibility of Results , Sensitivity and Specificity , Temperature , Time Factors
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