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Polygonum multiflorum (PM), a commonly used Chinese herbal medicine in clinical practice, has been associated with frequent reports of liver injury in recent years, and the medication safety of PM has attracted more and more attention in China and globally. This article reviews the recent research advances in the signaling pathways and mechanisms of PM in causing drug-induced liver injury (DILI) and aims to provide new ideas for the proper and rational use of PM in clinical practice. The results show that PM is involved in the regulation of various signaling pathways, and it leads to the death of hepatocytes by destroying mitochondrial function, exacerbating bile acid accumulation, and inducing immune response, oxidative stress, and endoplasmic reticulum stress, thereby inducing the development and progression of DILI through multiple targets, pathways, and levels.
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In this study, rapid evaporative ionization mass spectrometry(REIMS) fingerprints of 388 samples of roots of Pulsatilla chinensis(PC) and its common counterfeits, roots of P. cernua and roots of Anemone tomentosa were analyzed based on REIMS combined with machine learning. The samples were determined by REIMS through dry burning, and the REIMS data underwent cluster analysis, similarity analysis(SA), and principal component analysis(PCA). After dimensionality reduction by PCA, the data were analyzed by similarity analysis and self-organizating map(SOM), followed by modeling. The results indicated that the REIMS fingerprints of the samples showed the characteristics of variety differences and the SOM model could accurately distinguish PC, P. cernua, and A. tomentosa. REIMS combined with machine learning algorithm has a broad application prospect in the field of traditional Chinese medicine.
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Medicine, Chinese Traditional , Algorithms , Anemone , Machine LearningABSTRACT
The cis-emodin-emodin dianthrone (compound 1) and trans-emodin-emodin dianthrone (compound 2) were extracted from Polygonum multiflorum Thunb. The protective effect and mechanism of compound 1 and compound 2 (emodin-emodin dianthrones) on acute liver injury induced by concanavalin A (ConA) in ICR mice was first investigated. The results indicated that emodin-emodin dianthrones at 1 mg·kg-1 significantly reduced serum alanine aminotransferase (ALT) and aspartate aminotransferase (AST) level (P < 0.05). Emodin-emodin dianthrones also improved liver histopathological damage in liver-injured mice. The level of Bcl-2-associated X protein (Bax) mRNA in liver was significantly reduced by 1 mg·kg-1 of emodin-emodin dianthrones, while the level of B-cell lymphoma-2 (Bcl-2) mRNA expression was significantly increased (P < 0.05). The protective activity of compounds 1 and 2 against hepatocyte injury was further evaluated by hydrogen peroxide (H2O2)-induced hepatocyte injury. Compounds 1 and 2 significantly inhibited H2O2-induced hepatocyte injury and reduced the levels of ALT, AST, alkaline phosphatase (ALP), and lactate dehydrogenase (LDH) in cell culture. Compounds 1 and 2 also significantly improved the cell survival rate and decreased H2O2-induced oxidative stress in hepatocytes. Compound 1 (0.5 µmol·L-1) significantly increased the enzymatic activity of superoxide dismutase (SOD) in hepatocytes (P < 0.01), and 0.5 µmol·L-1 of compound 2 significantly decreased the intracellular reactive oxygen species (ROS), increased SOD enzyme activity, and glutathione (GSH) content (P < 0.01). Compounds 1 and 2 at 0.5 µmol·L-1 also inhibited hepatocyte apoptosis by increasing the protein expression ratio of Bcl-2/Bax (P < 0.05) and decreasing the protein expression ratio of cleaved caspase-3 and pro caspase-3 (P < 0.05). This study indicates that the emodin-emodin dianthrones from Polygonum multiflorum Thunb. have liver-protective activity. Compounds 1 and 2 exerted hepatoprotective effects by inhibiting apoptosis and oxidative stress. The study provides an important material basis for the hepatoprotective effect of commonly used amounts of Polygonum multiflorum Thunb.
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This study aimed to establish a method based on machine learning technology for accurately predicting the commodity specifications of Fritillariae Cirrhosae Bulbus and explore the application of data augmentation technology in the field of drug analysis. The correlation optimized warping(COW) algorithm was used to perform peak calibration on the UPLC-QDA multi-channel superimposed data of 30 batches of samples, and the data were normalized. Through unsupervised learning methods such as clustering analysis, principal component analysis(PCA), and correlation analysis, the general characteristics of the data were understood. Then, the logistic regression algorithm was used for supervised learning on the data, and the condition tabular generative adversarial networks(CTGAN) was used to generate a large amount of data. Logistic regression classification models were trained separately using the real data and the data generated by CTGAN, and these models were evaluated. The logistic regression model trained with real data achieved cross-validation and test set accuracies of 0.95 and 1.00, respectively, while the logistic regression model trained with both real and CTGAN-generated data achieved cross-validation and test set accuracies of 0.99 and 1.00, respectively. The results indicate that machine learning can accurately predict the classification of Songbei, Qingbei, and Lubeibased on UPLC-QDA detection data. CTGAN-generated data can partially compensate for the lack of data in drug analysis, improving the accuracy and predictive ability of machine learning models.
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Drugs, Chinese Herbal , Fritillaria , Technology , Machine Learning , Plant RootsABSTRACT
Inductively coupled plasma mass spectrometry (ICP-MS) was applied to determine the concentrations of lead (Pb), cadmium (Cd) and arsenic (As) in Lindera aggregata (Sims) Kosterm. The physiologically based extraction test (PBET) digestion in vitro/Caco-2 cell model was established to investigate the bioaccessible contents of Pb, Cd and As in decoction of Lindera aggregata (Sims) Kosterm. The target-organ toxicity dose modification of HI method (TTD) was used to evaluate the cumulative risk caused by the combined exposure of the total levels of Pb, Cd and As in Lindera aggregata (Sims) Kosterm. and the bioaccessible contents in the decoction. The results showed that the total contents of Pb, Cd and As in 4 batches of samples were in the range of 2.901-3.872, 1.299-1.800 and 0.062-0.216 mg·kg-1, respectively. After transportation by Cacco-2 cells, the bioaccessible contents of Pb, Cd, and As in the decoction were in the range of 0.045-0.080, 0.070-0.112 and 0.004-0.018 mg·kg-1. The results of risk assessment showed that calculated by the total amounts of heavy metals in the Lindera aggregata (Sims) Kosterm., for the end points of nervous system, the cumulative risks of co-exposure of heavy metals in 3 batches of samples were of concern. After decoction and transportation by Caco-2 cells, for the end points of cardiovascular system, blood, nervous system, kidney and testis, the TTD modification of HI values of all batches of samples were less than 1, and the health risks were acceptable. The study provided methodology basis for a more objective assessment of the health risks of heavy metals and harmful elements in traditional Chinese medicine and for a more scientific limit standard of heavy metals and harmful elements.
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Polysaccharides and free monosaccharides are important active components in Cistanches Herba, which have functions of anti-aging and immunological activity regulation. The study of monosaccharide composition in polysaccharide and free monosaccharide can lay a foundation for the study of primary structure, spatial structure of Cistanche polysaccharide and biological activity of Cistanches Herba. In this study, a method of water extraction and alcohol precipitation was used to extract Cistanche polysaccharide. Trifluoroacetic acid was selected as the hydrolytic acid for polysaccharide hydrolysis. An orthogonal experimental method is established. Three levels of acid concentration, hydrolysis temperature and hydrolysis time were selected to investigate the optimal hydrolysis condition. The optimal hydrolysis condition was 0.08 mol·L-1 trifluoroacetic acid hydrolysis at 100 ℃ for 3 h. The free monosaccharides of Cistanches Herba were extracted by water extraction. The established ion chromatogram integrated pulsed amperometry method can efficiently separate 11 monosaccharides in a short time. The method has good repeatability and high sensitivity, methodological experiment results meet the requirements of quantitative determination. It can accurately determine the monosaccharide composition of Cistanche polysaccharide and free monosaccharide content. Ion chromatography does not require derivatization operation and the pre-treatment steps are simple. This method can measure fructose, but PMP derivation-HPLC method can't. The monosaccharide composition of Cistanche polysaccharide include fucose, arabinose, rhamnose-galactose, glucose, xylose, mannose, fructose, ribose and glucuronic acid, among which the contents of glucose and fructose are relatively high. The free monosaccharides in the water extract of Cistanches Herba include glucose, fructose and mannose.
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Chinese patent medicine (CPM) is an important part of traditional and Chinese medicine (TCM). Its quality has direct impact on the safety and effectiveness of clinical use. The quality standard is the pivotal approach to guarantee the quality of CPM. Due to the complex material basis, multitudinous quality influencing factors and unveiled active ingredients, dose-effect relationship and action mechanism, the investigation on quality standard faces many difficulties. This paper surveys the current quality status of CPM and the general situation of CPM standards. At present, the dosing problem has the crucial impact on the quality of CPM. The current quality standard system of CPM is confirmed and the limitations are indicated. Based on the above analysis, the principles and considerations on investigation of quality standard are proposed as follows: ① Adhere to safety as the bottom line, strengthen the risk-control ability of the standard of CPM; ② Adhere to theory of TCM and comprehensive quality, improve the integrative control level of the CPM standard; ③ Emphasize technological development and innovation, promote the quality control competence of CPM standard; ④ Facilitate planning and coordination, optimize the management of the CPM standard system; ⑤ Reinforce investigation on evaluation method, develop grade evaluation standard, accelerate high-quality development of CPM. Finally, the future perspective on investigation of CPM quality standard is prospected.
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Objective@#To compare bioelectrical impedance analysis (BIA) and dual energy X ray absorptiometry (DXA) for measuring body mineral content (BMC) of children and adolescents, and to provide a basis for BIA to accurately measure BMC in children and adolescents.@*Methods@#By using the convenience sampling method, among 1 469 children and adolescents aged 7-17 were recruited in Guangzhou from April to May 2019, the BMC was measured by DXA and BIA. The intraclass correlation coefficient ( ICC ) and Bland Altman analysis were used to evaluate the agreement between BIA and DXA. Bland Altman analysis was performed on log transformed data. The BMC was categorized into age and specific tertiles, and the agreement between methods was evaluated based on the kappa coefficients. Treating the BMC with DXA as the dependent variable, a prediction model was constructed for correcting the BIA measure.@*Results@#The ICC s were 0.93 and 0.94 for boys and girls, respectively. In Bland Altman analysis, the limits of agreements for the BIA to DXA ratio were wide in boys and girls, ranging from 0.27-0.76 and 0.17-0.72, respectively. The kappa coefficients for categorized BMC levels were 0.57 and 0.45 for boys and girls, respectively, showing a fair to good degree of agreement. When sub grouped by BMI, the kappa coefficients for all BMI groups of boys and overweight girls were all >0.75 , with an excellent agreement. The prediction models for boys and girls were as follows: BMC DXA =-0.51+0.44× BMC BIA + 0.06× Age +0.02× BMI ; and BMC DXA =-0.55+0.43× BMC BIA +0.06× Age +0.02× BMI , respectively. The R 2 for models of boys and girls were 0.87 and 0.87, respectively.@*Conclusion@#The agreement between BIA and DXA was poor for measuring BMC, but acceptable when evaluating the categorized BMC levels, suggesting the BIA may be applied in assessment of the BMC levels when compared to the age and gender specific population. Additionally, the prediction model for correcting BMC by BIA fis well to the measurement by DXA.
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The identification of oleaginous yeast species capable of simultaneously utilizing xylose and glucose as substrates to generate value-added biological products is an area of key economic interest. We have previously demonstrated that the Cutaneotrichosporon dermatisNICC30027 yeast strain is capable of simultaneously assimilating both xylose and glucose, resulting in considerable lipid accumulation. However, as no high-quality genome sequencing data or associated annotations for this strain are available at present, it remains challenging to study the metabolic mechanisms underlying this phenotype. Herein, we report a 39,305,439 bp draft genome assembly for C. dermatis NICC30027 comprised of 37 scaffolds, with 60.15% GC content. Within this genome, we identified 524 tRNAs, 142 sRNAs, 53 miRNAs, 28 snRNAs, and eight rRNA clusters. Moreover, repeat sequences totaling 1,032,129 bp in length were identified (2.63% of the genome), as were 14,238 unigenes that were 1,789.35 bp in length on average (64.82% of the genome). The NCBI non-redundant protein sequences (NR) database was employed to successfully annotate 11,795 of these unigenes, while 3,621 and 11,902 were annotated with the Swiss-Prot and TrEMBL databases, respectively. Unigenes were additionally subjected to pathway enrichment analyses using the Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), Cluster of Orthologous Groups of proteins (COG), Clusters of orthologous groups for eukaryotic complete genomes (KOG), and Non-supervised Orthologous Groups (eggNOG) databases.Together, these results provide a foundation for future studies aimed at clarifying the mechanistic basis for the ability of C. dermatis NICC30027 to simultaneously utilize glucose and xylose to synthesize lipids.
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Objective@#To explore the association between circadian rhythm with depressive and anxiety symptoms of college students in Jinzhou City, to provide a theoretical basis for targeted depression and anxiety prevention among college students.@*Methods@#A total of 1 938 college students were selected by convenient sampling method from November to December 2020 for questionnaire survey. The relationship between circadian rhythm and depression and anxiety symptoms was analyzed by using questionnaire,survey including Self Rating Depression Scale (SDS), Self Rating Anxiety Scale (SAS) and Munich Chronotype Questionnaire (MCTQ).@*Results@#There were significant differences in the distribution of depressive symptoms in different majors, smoking, drinking and physical exercise ( χ 2=46.80, 5.88, 5.76, 12.23, P <0.05). There were significant differences in the distribution of anxiety symptoms in different majors, smoking and drinking ( χ 2=9.41, 5.80, 5.56, P <0.05). Stratified analysis showed that the depressive symptoms of different chronotype were statistically varied by age, gender, professional, grade, registered residence, body mass index, smoking, drinking, and sports( χ 2=8.16, 14.42, 12.25, 6.19, 10.99, 15.29, 17.41, 15.63, 7.47, 9.59, 10.51 , P <0.05). The anxiety symptoms of different chronotype were statistically different in age (21 years) and smoking (no), ( χ 2= 8.34 , 7.16, P <0.05). Spearman rank correlation showed that the corrected Mid sleep on Free Days Corrected for Sleep Debt on Work Days (MSFsc) was positively correlated with the standard scores of depression and anxiety ( r s=0.10, 0.09), and social jet lag was positively correlated with the standard scores of depression and anxiety ( r s=0.09, 0.05)( P <0.05). After controlling for age, major, smoking and drinking, binary Logistic regression showed that mean sleep length was inversely correlated with depressive symptoms ( OR =0.82), and weekly insomnia frequency was positively correlated with depressive symptoms ( OR=1.14 ).Early type and intermediate type of chronotypes were negatively correlated with depression ( OR =0.66,0.57). Intermediate type of chronotype was negatively correlated with anxiety symptoms ( OR =0.65).@*Conclusion@#Circadian rhythm is related to depressive and anxiety symptoms,among which the average sleep length, early rise and intermediate sleep patterns are negatively related to depression symptoms, and intermediate sleep patterns and anxiety symptoms, suggesting that circadian rhythm disorder may affect depression and anxiety symptoms.
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Objective:To conduct quality evaluation of Ginkgo Folium preparations by analyzing the national evaluation sampling test results, analyze the quality differences, and put forward suggestions for the improvement of quality standards and market supervision. Method:The contents of total flavonol glycosides and terpene lactones in Ginkgo Folium tablets and Ginkgo Folium capsules were determined according to the methods of determination in the 2015 edition of Chinese Pharmacopoeia (the first volume), and the contents of free flavonoids (quercetin, kaempferide and isorhamnetin) and sophoricoside in Ginkgo Folium preparations were determined according to related supplementary testing method of Ginkgo Folium tablets and Ginkgo Folium capsules issued by National Medical Products Administration. The quality differences of Ginkgo Folium preparations from different batches and different manufacturers were compared according to the contents of total flavonol glycosides, terpene lactones, free flavonoids and sophoricoside in 328 batches of Ginkgo Folium tablets and Ginkgo Folium capsules manufactured by 48 enterprises. Result:Quality of 328 batches of Ginkgo Folium tablets and Ginkgo Folium capsules was in accordance with the standard, but the contents of terpene lactones and total flavonol glycosides were all distributed in a wide range, and the quality of samples varied greatly among different enterprises. Conclusion:It is recommended that each enterprise should optimize the production process and strictly control the raw materials to ensure the consistency between different batches of samples.
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Objective:To establish ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) for simultaneous determination of six hepatotoxic pyrrolizidine alkaloids in Verbenae Herba, and to carry out preliminary risk assessment according to the research results. Method:An ACQUITY UPLC HSS T3 column (2.1 mm×100 mm, 1.8 μm) was used for analysis with 0.05% formic acid and 2.5 mmol·L<sup>-1</sup> ammonium formate in water (A)-0.05% formic acid and 2.5 mmol·L<sup>-1</sup> ammonium formate in acetonitrile (B) as mobile phase for gradient elution (0-12 min, 3%-8%B; 12-25 min, 8%-15%B; 25-26 min, 15%-3%B; 26-30 min, 3%B), the flow rate was 0.3 mL·min<sup>-1</sup>, the column temperature was 40 ℃, and the injection volume was 1 μL. MS system was operated by electrospray ionization (ESI) in the positive ion mode with multiple reaction monitoring mode. MS parameters of triple quadrupole and six analytes were optimized for qualitative and quantitative analysis. According to the determination results, the risk assessment was carried out by using margin of exposure (MOE) combined with transfer rate of hot water extraction. Result:Based on the instrument precision, linear range, repeatability, stability, recovery and other methodological validations, the results were in conformity with relevant standards of quantitative analysis. The linear ranges of intermedine, lycopsamine, intermedine <italic>N</italic>-oxide, lycopsamine<italic> N</italic>-oxide, echimidine<italic> N</italic>-oxide and echimidine were good (<italic>r</italic>≥0.999 0) between peak area and mass concentration in the ranges of 0.984-49.20, 0.994-49.70, 1.012-50.60, 1.032-51.60, 1.004-50.20, 1.016-50.80 µg·L<sup>-1</sup>, respectively. The average recoveries of these six analytes were 87.2%-94.2% with relative standard deviation (RSD)<4.0%. Their MOE values were >10 000. Conclusion:The UPLC-MS/MS established in this study is stable and feasible, which can provide scientific basis for the quality control and safety evaluation of hepatotoxic pyrrolizidine alkaloids in Verbenae Herba.
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With the publication of Registration and Classification of Traditional Chinese Medicine (TCM) and Application Data Requirements, the related management and technical documents of TCM with the same name and prescription need to be further studied and formulated. In this paper, the management mode and technical evaluation of TCM with the same name and prescription are discussed to provide reference for the formulation of management and technical documents of TCM with the same name and prescription. The issues to be discussed include which management mode to adopt, how to select the control drugs with the same name and prescription, whether the indication risk level should be divided, whether the indication should be limited to medium and low risk, and how to carry out the technical evaluation of similarity/consistency. From the perspective of technical document research and formulation, this paper mainly focuses on the technical level. However, there are still other theoretical possibilities in the management mode and technical evaluation of TCM with the same name and prescription. Therefore, this paper, as a preliminary summary of the management and technical evaluation of TCM with the same name and prescription, needs more scholars and industry experts to pay attention to and participate in this work.
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In this paper, a comparative analysis is carried out on the policy of listed drugs in Australia, the policy of over-the-counter drugs in Japan, the policy related to the conversion of Chinese patent medicines to over-the-counter drugs, and the policy related to health food. The focus is on one of the possible situations for the registration of over-the-counter traditional Chinese medicines (TCMs), namely new prescription-composed over-the-counter TCMs. This paper discussed separately from the three parts of the scope of Chinese medicinal materials in the prescription medicines, the scope of indications, and the technical requirements, in order to provide references for the technical requirements related to the registration of over-the-counter TCMs. Recommendations on the marketing and registration of new prescription-composed over-the-counter TCMs:①It is recommended to formulate a list of medicinal materials for the use of Chinese herbal medicines, and consider including raw materials of health food. On this basis, a batch of safe Chinese medicinal materials/decoction pieces was added. And consider dynamic supervision, such as allowing the addition or recall of Chinese medicinal materials/decoction pieces in the list of medicinal materials. ②The scope of indications is recommended to consider the scope of indications for the conversion of Chinese patent medicines to over-the-counter TCMs in China, and the selection of medium-risk indications can reflect the characteristics and advantages of TCM treatment. ③Efficacy evaluation needs to provide high-quality scientific evidence, including clinical research data, and consider relaxing the requirements for non-clinical pharmacodynamic trials.
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This paper reviews modern science and technology with regard to traditional Chinese medicine (TCM) research methods, quality control, and discusses the establishment and improvement of the evaluation system for TCM, focusing on the following issues: 1) How to incorporate the efficacy of TCM in the overall evaluation of TCM quality; 2) how to quantify the efficacy and properties of TCM; 3) how to understand the correlation between the efficacy and properties of TCM and its application; 4) how to reflect the specificity of the effective components in the overall evaluation of TCM quality; and 5) how to reflect the quality value transfer of effective components in the whole process of production and metabolism in vivo to the overall evaluation of TCM quality. The overall quality evaluation of TCM needs to better reflect its clinically safety and effectiveness. It is suggested to establish a clinical quality assessment method based on the content of the chemical components of TCM to explore and establish an overall evaluation method of TCM quality that reflects the efficacy of TCM and conforms with clinical practice.
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This study aimed to establish a method for positioning six chromatographic peaks occurred in HPLC profile of Gastrodiae Rhizoma. The "liner calibration with two reference substances" (LCTRS) method was used to calculate the retention time so as to assist in positioning of chromatographic peaks in terms of the prediction accuracy of retention time and the coincidence rate of chromatographic column. A total of 24 C18 chromatographic columns from different brands and types available were used to determine the retention times of six components in Gastrodiae Rhizoma, then the average retention time of each component was obtained as standard retention time (SRT). Parishin E (peak 3) and Parishin A (peak 6) were simultaneously taken as reference substance to forecast the retention time of the other four components by using the LCTRS method. Four different C18 columns were employed to verify the method. Meanwhile, for the purpose of comparison, the relative retention time (RRT) method was applied to forecast the retention time, by using Parishin E as the single reference substance. The comparison between LCTRS and RRT methods indicated that the former was more accurate in predicting the retention time and more applicable in utilization of chromatographic columns. This study demonstrated that the LCTRS method shows the superior performance in positioning of chromatographic peak, and therefore has a good prospect of application.
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A determination method for bilirubin in cultured cow-bezoar was developed in this study, with which the bilirubin in 15 batches of samples was quantified. The samples were first processed with 10% oxalic acid solution for the conversion of bilirubin from conjugated to unconjugated, followed by the extraction with dichloromethane. Then the obtained sample solutions were analyzed at 450 nm by HPLC[chromatographic column: Agilent TC-C_(18)(4.6 mm × 250 mm, 5 μm); mobile phase: acetonitrile and 1% glacial acetic acid aqueous solution(95∶5); flow rate: 1.0 mL·min~(-1)]. The bilirubin content in the 15 batches of cultured cow-bezoar was ranged from 21.9% to 41.7% with the average of 32.4%. The proposed method is accurate and reliable, thus making it suitable for the quantitation of bilirubin in cultured cow-bezoar and its quality assessment and control.
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Animals , Cattle , Female , Bezoars , Bilirubin , Chromatography, High Pressure Liquid , Drugs, Chinese HerbalABSTRACT
To analyze quality standards of cattle bile and sheep bile, and to discuss the related problems in the standards. The results showed that physical forms of the related medicinal materials of cattle bile and sheep bile were chaotic, and the technical methods adopted in the quality standards were generally backward. In addition, there were still problems that some medicinal material standards lacked necessary test items, which were especially obvious in the relevant medicinal material standards of sheep bile and brought difficulties to quality evaluation and control. We suggest that physical forms of cattle bile and sheep bile in quality standards should be determined, and inspection items should be completed. Based on mainstream analytical technology, some technical methods of these standards should be improved.
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Animals , Cattle , Bile , Reference Standards , Sheep , SteroidsABSTRACT
This study aims to develop a UPLC-MS/MS method for simultaneous determination of six pyrrolizidine alkaloids(PAs)--intermedine N-oxide(ImNO), lycopsamine N-oxide(LyNO), seneciphylline(Sp), seneciphylline N-oxide(SpNO), senecionine N-oxide(SnNO), and senkirkine(Sk) in different parts of Emilia sonchifolia. UPLC conditions are as follows: ACQUITY UPLC HSS T3 column(2.1 mm×100 mm, 1.8 μm), mobile phase consisting of 0.05% formic acid and 2.5 mmol·L~(-1) ammonium formate in water(A)-0.05% formic acid and 2.5 mmol·L~(-1) ammonium formate in acetonitrile(B) for gradient elution. MS conditions are as below: electrospray ionization(ESI) in the positive ion mode, multiple reaction monitoring(MRM), and the content of the six PAs was calculated with the external standard method. The results suggested the differences in the six PAs among different parts of E. sonchifolia. Sk was detected in all the four parts, with similar content. SnNO also existed in all the four parts, but the content in roots was significantly higher than that in other parts. Sp and SpNO were found in both roots and flowers, with the content higher in the former than in the later. ImNO and LyNO were only found in leaves, and the content was low. Among the six components detected, ImNO, LyNO, and SpNO were found and determined for the first time, which enriched the toxic components and laid a scientific basis for the quality and safety evaluation of E. sonchifolia.
Subject(s)
Asteraceae , Chromatography, High Pressure Liquid , Chromatography, Liquid , Pyrrolizidine Alkaloids , Tandem Mass SpectrometryABSTRACT
In this study, data of amino acids of Cordyceps samples from Qinghai and Tibet was analyzed with self-organizing map neural network. A model of XY-Fused network was established with the content of 8 major amino acids and total amino acids for the identification of geographical origins of Cordyceps from Qinghai and Tibet. It had the prediction accuracy of 83.3% for the test set. In addition, data mining indicated that methionine was a special kind of amino acid in Cordyceps which could serve as a marker to identify its geographical origins. On this basis, the content ratio of methionine to total amino acids was proposed to be a quantifiable indicator to distinguish Cordyceps from Qinghai and Tibet.