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ObjectiveHigh performance liquid chromatography （HPLC） was used to establish the specific chromatograms of Aurantii Fructus from different origins， and the quality variability of Aurantii Fructus from Sichuan was analyzed and evaluated by combining entropy weighting method and grey correlation method. MethodHPLC was performed on an Agilent Eclipse Plus C18 column （4.6 mm×250 mm， 5 μm） with a gradient elution of methanol （A）-0.1% phosphoric acid aqueous solution as the mobile phase （0-12 min， 25%-33%A； 12-21 min， 33%-41%A； 21-30 min， 41%-42%A； 30-40 min， 42%-59%A； 40-53 min， 59%-72%A； 53-60 min， 72%A； 60-65 min， 72%-100%A； 65-70 min， 100%A； 70~71 min， 100%-25%A； 71-80 min， 25% A） at a flow rate of 1.0 mL·min-1， the injection volume was 10 μL and the detection wavelength was 330 nm. Fifty batches of Aurantii Fructus samples from different origins （Sichuan， Chongqing， Jiangxi and Hunan） were tested， and the similarity evaluation software is used to generate characteristic profiles and compare them with control profile for peak identification， and then to evaluate the similarity of the samples. IBM SPSS 19.0 and SIMCA 14.1 were used to perform multivariate statistical analysis on the results of the samples， and then the entropy weighting method and grey correlation were used to calculate the overall quality score of samples from Sichuan. ResultHPLC specific chromatogram of Aurantii Fructus was established， and 14 common peaks were identified as eriocitrin， neoeriocitrin， narirutin， naringin， hesperidin， neohesperidin， meranzin hydrate， poncirin， meranzin， marmin， nobiletin， 3，3′，4′，5，6，7，8-heptamethoxyflavone， tangeretin and auraptene. And the similarities between the samples from Sichuan and the control chromatogram were all above 0.980. The samples could be classified into four categories according to their main origins by chemical pattern recognition， and the results of cluster analysis， principal component analysis and orthogonal partial least squares-discriminant analysis were all able to discriminate the samples of different main origins effectively. The comprehensive evaluation results of entropy weighting method combined with grey correlation showed that the quality of Aurantii Fructus from Sichuan varied greatly among different origins， and the quality of Aurantii Fructus from Sichuan was ranked as Bazhong>Luzhou>Chongqing>Neijiang. ConclusionIn this study， the characteristic mapping of Aurantii Fructus from Sichuan is established， and combined with the analytical methods of chemometrics and grey correlation， the quality of samples from different origins can be effectively differentiated， which can provide a reference for the comprehensive evaluation and control of the quality of Aurantii Fructus from Sichuan.
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OBJECTIVE To study the pharmacological basis of Schisandra chinensis in the treatment of allergic asthma. METHODS The common components of 10 batches of S. chinensis from different habitats were analyzed by UPLC-Q-TOF-MS/MS. Furthermore， the allergic asthma model was established by intraperitoneal injection of ovalbumin （OVA） and aluminum hydroxide for stimulation combined with atomization exitation； general behavioral observation and the contents of interferon γ （IFN-γ）， interleukin-4 （IL-4） and immunoglobulin E （IgE） in serum were taken as criteria for evaluating the therapeutic effect of S. chinensis from different habitats in the treatment of allergic asthma. Correlation coefficients between common peak area and efficacy evaluation index of each batch of medicinal material were analyzed through grey correlation degree and Pearson correlation analysis. RESULTS A total of 21 common components were identified in 10 batches of S. chinensis from different habitats. After administration of S. chinensis， symptoms such as shortness of breath， sneezing and curling of rats were alleviated. In addition， the content of IFN-γ was significantly increased while the contents of IL-4 and IgE in serum were distinctly decreased （P＜0.01）. Grey correlation analysis showed that 11 common components had high correlation coefficients with IFN-γ， IL-4 and IgE （rˉ＞0.8）. Pearson correlation analysis showed that 8 components were significantly positively correlated with the content of IFN-γ （P＜ 0.05）， and 9， 8 components were significantly negatively correlated with the content of IL-4 and IgE （P＜0.05）. Based on the results of grey correlation degree and Pearson correlation analysis， 7 components such as peak 3， 4， 6， 7， 9， 19 and 20， were highly related to S. chinensis in the treatment of allergic asthma. CONCLUSIONS Schisandrol A， schisandrin B， schisandrin C， gomisin M2， gomisin J， pregomisin and angeloylgomisin H are the potential pharmacodynamic substance basis of S. chinensis in the treatment of allergic asthma.
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Objective:To explore the effects of different processed products of Epimedii Folium on cytotoxicity and the material basis of toxicity. Methods:By using the SRB method to investigate the effects of different processed products of Epimedii Folium on the proliferation of HaCaT cells; and based on the grey correlation analysis method to establish the data spectrum effect relationship of HPLC fingerprint spectrum-toxicity so as to determine the toxic components and processing methods. Results:The value of cytotoxicity IC 50 of different processed products of Epimedii Folium is as follow: vinegar fried> oil fried > original > single fried > salt fried > wine fried. Among the 12 characteristic chromatographic peaks, Peak No.3 (magnoflorine, correlation value: 0.870) and Peak No.6 (epimedin C, correlation value: 0.851) are highly correlated with the toxicity value. Conclusions:Both vinegar fried and oil fried Epimedii Folium have the effect of reducing toxicity. Magnoflorine and epimedin C may be the main toxic components in Epimedii Folium. The study provides scientific basis for the research on the process optimization of Epimedii Folium concocting to reduce toxicity.
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OBJECTIVE：To establis h the UPLC fingerprint of Poria co cos aqueous extract ，and to investigate its relationship with sedative and hypnotic effect. METHODS ：Ten batches of P. cocos from different areas were extracted with water to obtain the aqueous extract. UPLC method was adopted. The determination was performed on Waters HSS-C 18 column with mobile phase consisted of 0.1％ phosphoric acid solution-acetonitrile-methanol （gradient elution ） at the flow rate of 0.4-0.2 mL/min. The detection wavelengths were set at 210 and 242 nm. The column temperature was 40 ℃，and sample size was 2 μL. The fingerprints of 10 batches of P. cocos aqueous extracts were established by using the Similarity Evaluation System of TCM Fingerprint （2012A version），and the common peaks were identified. The sedative and hypnotic effects of 10 batches of P. cocos aqueous extracts from different areas under the synergistic action of pentobarbital sodium were investigated by taking the sleeping rate ，sleep latency and sleep duration of mice as the single efficacy index. After data transformation of single efficacy index and total efficacy （single indexes calculated by analytic hierarchy process ），grey correlation analysis was used to analyze the correlation between the common peaks in fingerprint of P. cocos aqueous extract and the single efficacy index and total efficacy. RESULTS ：There were 24 common peaks in 10 batches of aqueous extract of P. cocos ， and 11 components were identified ， i.e. 16 α-hydroxydehydrotrametenolic acid （peak 6），16α-hydroxytrametendic acid （peak 7），poricoic acid B （peak 9），dehydrotumulosic acid（peak 10），poricoic acid A （peak 12），polyporenic acid C （peak 15），3-O-acetyl-16α-hydroxydehydrotrametenolic acid （peak 17），dehydropachymic acid （peak 20），pachymic acid （peak 21），dehydrotrametenolic acid （peak 22），dehydroeburicoic acid （peak 24）. Grey correlation analysis showed ，the correlation between 24 peaks and sleep duration was greater than 0.6（0.611 5- 0.811 8）；the correlation between 24 peaks and sleep latency was greater than 0.6（0.605 9-0.790 4），except for peaks 14，24 and 2；the correlation of 24 peaks between sleeping rate was greater than 0.6（0.606 4-0.721 6），except for peaks 23，19，17 and 5； the correlation of 24 peaks between total efficacy was greater than 0.6（0.619 0-0.781 2），except for peaks 2，5，19. The top 10 chromatographic peaks related to the total efficacy were peak 15（polyporenic acid C ），peak 16，peak 8，peak 11，peak 12 （poricoic acid A ）， peak 1， peak 7 （16 α-hydroxytrametendicacid）， peak 3， peak 9 （poricoic acid B ） and peak 20 （dehydropachymic acid ）. CONCLUSIONS ：UPLC fingerprint of P. cocos aqueous extract was established and 11 components were identified. Ten components such as polyporus acid C are closely related to the total efficacy of sedation and hypnosis ，which preliminarily reveal the material basis of the sedative and hypnotic effect of P. cocos .
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Objective:To construct the forewarning model of drug shortage in Shanxi province, so as to realize the early prediction of drug shortage.Methods:According to the drug shortage of data of each monitoring station in Shanxi province, from the four dimensions of drug factors, policy attributes, supplier factors and demander factors, 14 factors were selected for grey correlation analysis, for example whether they were urgent drugs for women and children, shortage types, etc. The main factors affecting the degree of drug shortage were selected, and the early warning analysis model based on two-step cluster analysis method was established.Results:A total of six factors with the highest correlation with the degree of drug shortage were determined in this study, in order: whether they were urgent drugs for women and children, shortage types, low-price drugs, the number of moving annual total monitoring enterprises in sale in the current month, shortage reasons, and whether they were basic drugs. Based on the two-step cluster analysis, a model of drug shortage forewarning in Shanxi Province was established, which was divided into four optimal clusters and the warning level was determined.Conclusions:This study establishes the early warning model of drug shortage in Shanxi province, which is helpful to find the risk of drug shortage as soon as possible, objectively predict the risk level, and assist the drug regulatory department to realize layered implementation and collaborative response.
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Objective: To establish a method for determination of five saponins in Panax notginseng by HPLC and comprehensively evaluate the quality of it by using grey correlation analysis. Methods: The content of notoginsenoside R1 and ginsenoside Rg1, Re, Rb1, Rd in the different origins and commercial grades of P. notginseng was simultaneously determined by HPLC, and the entire quality evaluation model was established by grey correlation analysis. Results: The established method was applied to quantify five major bioactive components in P. notginseng simultaneously with satisfactory results. Gray correlation method can distinguish the samples from genuine producing areas, qualified samples and unqualified samples, and provide reference for quality evaluation of P. notoginseng and quality evaluation of multi-index components of Chinese materia medica. Conclusion: This HPLC method was simple, accurate, stable and rapid with better separation effect, which was suitable for determination of notoginsenoside R1 and ginsenosides Rg1, Re, Rb1, Rd; The grey recognition analysis was suitable for the comprehensive quality evaluation of multi-component samples of Chinese materia medica.
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Objective • To understand the structural changes and related reasons of the average cost of hospitalization of childhood pneumonia in Shanghai, and to propound related policy suggestion. Methods • New grey correlation and degree of structural variation analysis were used to research the average cost of hospitalization of 22 543 children with pneumonia from 2015 to 2018 in a children's specialized hospital in Shanghai. The average cost included 5 categories, i.e. medicine cost, material cost, examination and laboratory cost, labour cost and bed occupation cost. The relational degree and structural changes between each average cost and the average cost of hospitalization were discussed. Results • The new grey correlation analysis showed that the relational degree sort order of each average cost from the highest to the lowest were average examination and laboratory cost (γ3=1.000 0), average medicine cost (γ1=0.862 5), average bed occupation cost (γ5=0.845 1), average labour cost (γ4=0.796 8) and average material cost (γ2=0.786 3). The degree of structure variation analysis showed that the contribution rate of structure variation (CSV) sort order of each average cost in 2015-2018 from the highest to the lowest were average medicine cost (CSV1=36.22%), average bed occupation cost (CSV5=27.65%), average examination and laboratory cost (CSV3=13.91%), average material cost (CSV2=13.78%) and average labour cost (CSV4=8.44%). The average medicine cost and average material cost were negative variation. Conclusion • The average examination and laboratory cost and average medicine cost are the main factors that influenced the average cost of hospitalization of childhood pneumonia. The proportion of the average labour cost is relatively low. It is suggested that the cost structure like raising labour charges and optimizing diagnosis and treatment process should be further adjusted in order to control the growth of medical costs.
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Objective To study the relationship between the quality of Astragalus membranaceus and soil in Gansu Minle. Methods we sampled the medicinal materials and soils of Astragalus membranaceus in Minle County, and determined the medicinal quality, soil factors and heavy metal elements by high performance liquid chromatography, ultraviolet spectrophotometry, atomic absorption spectrophotometry, and etc. Results The quality of Minle Astragalus meets the requirements of the Pharmacopoeia standards and is low on the risk of heavy metal pollution. There was a significant negative correlation between the extract and the available potassium. There was a significant positive correlation between the astragaloside IV and the available potassium. There was a highly significant positive correlation between calycosin-7-glucoside and soluble salt. There was a significant positive correlation with available potassium, and a significant negative correlation with pH. Among them, soil pH value is the most important factor affecting the content of astragalus extract, astragaloside IV and verrucous glucoside, followed by total phosphorus, organic matter and total nitrogen. Conclusion The results revealed that the soil factors is the main influencing factor of the quality of Astragalus membranaceus in Minle County, which can provide a theoretical basis for the standardized cultivation of Astragalus membranaceus in Minle County.
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Objective:To investigate the spectrum-effect relationship of effect of material components in Shaoyao Gancaotang on the levels of malondialdehyde (MDA), superoxide dismutase (SOD) and adenosine triphosphatase (ATPase) in brain tissue of epileptic mice, and to reveal the material basis of the antiepileptic effect of Shaoyao Gancaotang. Method:HPLC was used to establish the fingerprint of 15 batches of Shaoyao Gancaotang, the mobile phase was consisted of acetonitrile (A)-0.1% phosphoric acid aqueous solution (B) for gradient elution (0-15 min, 19%A; 15-45 min, 19%A-50%A; 45-46 min, 50%A-90%A; 46-48 min, 90%A), the flow rate was 1.0 mL·min-1, and the detection wavelength was 237 nm. The mouse epilepsy model was induced by penicillin, the protective effect of 15 batches of Shaoyao Gancaotang on MDA, SOD and ATPase levels in brain tissue of epileptic mice was investigated. Grey correlation analysis was used to analyze the correlation between the peak areas of characteristic peaks in the fingerprint of 15 batches of Shaoyao Gancaotang and three pharmacodynamic indexes (the activities of MDA, SOD and ATPase), and the mathematical model of spectrum-effect relationship between different material components and pharmacodynamic indexes was established. Result:Shaoyao Gancaotang could increase the contents of ATPase and SOD and reduce the content of MDA in the brain tissue of epileptic mice, and most of the differences were significant (P<0.05, P<0.01). There were 28 common peaks in the fingerprint of 15 batches of Shaoyao Gancaotang, and 15 of them were characteristic peaks. Grey correlation analysis found that the characteristic peaks contributed to the activities of MDA, SOD and ATPase included peak 2 (albiflorin), peak 3 (paeoniflorin), peak 5 (liquiritin), and so on, the specific ranking was peak 3>peak 6>peak 12>peak 8>peak 2>peak 5>peak 9>peak 4>peak 10>peak 7>peak 13>peak 11>peak 15>peak 1>peak 14. Conclusion:Shaoyao Gancaotang can affect the activities of SOD, MDA and ATPase in brain tissue of epileptic mice by multi-component synergy. Simultaneously, introducing the grey correlation analysis into the correlation evaluation of the spectrum-effect relationship between components and efficacy of Chinese herbal compounds, it can objectively reflect the essence of the synergistic action of multiple components in traditional Chinese medicine (TCM), and it is an effective analysis method for screening and predicting the pharmacodynamic components of TCM.
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Objective: To study the fingerprints of Paeoniae Radix Rubra in different habitats, and determine the content of five chemical components (gallic acid, albiflorin, paeoniflorin, benzoic acid, and benzoyl paeoniflorin) and systematically cluster them. The relationship between origin and content was analyzed by grey correlation degree to provide reference for the quality evaluation of Paeoniae Radix Rubra. Methods: Fingerprints of Paeoniae Radix Rubra from 21 different producing areas were constructed by high performance liquid chromatography. The results were classified by principal component analysis and systematic cluster analysis. The gray correlation degree method was used to process the index components and their relative correlations were calculated. Results: HPLC fingerprints of Paeoniae Radix Rubra from 21 habitats were established, 11 common peaks were confirmed, and five of them (gallic acid, albiflorin, paeoniflorin, benzoic acid, and benzoyl paeoniflorin) were identified. The similarity of Paeonia lactiflora was greater than 0.9, and the similarity of Paeonia veitchii was less than 0.9. It was divided into two categories by principal component analysis combined with cluster analysis. The results of grey correlation analysis showed that the relative correlation (ri) was the largest in Gansu, followed by Ganzi in Sichuan. Conclusion: There is a big difference in the relative yield of Paeoniae Radix Rubra in different habitats. This experiment provides a scientific basis for the quality evaluation of Paeoniae Radix Rubra by fingerprint analysis, principal component analysis combined system cluster analysis and grey correlation analysis method.
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Objective To evaluate the safety of new Angelica sinensis species with ionizing radiation. Methods GC was adopted to determine the organochlorine pesticide residues; ICP-MS was used to identify the contents of lead (Pb), cadmium (Cd), and copper (Cu); Mercury vapourmeter was used to determine the content of mercury (Hg); Atomic fluorescence spectrometry was used to identify the content of asenic (As). Adopting gray correlation as experiment method and taking the total ash, acid-insoluble ash, heavy metals, and harmful elements content as evaluation indexes, combined with acute toxicity test on mice, the study is to evaluate the safety of the new A. sinensis varieties cultivated with ionizing radiation. Results The results show that the organochlorine pesticide residues, heavy metals, and harmful elements contents in Mingui No.3 and Mingui No.4 comply with regulations in "Green Industry Standards for the Import and Export of Medicinal Plants and Preparations of the People's Republic of China". Comprehensive evaluation of the safety of the samples with gray correlation degree showed that the safety of Mingui No.3 and Mingui No.4 was superior to other samples. The enrichment degrees of different parts of A. sinensis on heavy metals and harmful elements were different: The head of A. sinensis presented higher enrichment degree on the heavy metals lead (Pb), cadmium (Cd), and copper (Cu), the tail shows higher enrichment degree on such heavy metals as arsenic (As) and mercury (Hg), and the body presented lower enrichment degree on heavy metals. In the acute toxicity experiment of mice, LD50 was not measured in the mice and the maximum tolerance of mice was 120 g/kg, equivalent to 480 times the clinically maximum amount of adults (60 kg). Conclusion There is no obvious toxicity in new A. sinensis species with ionizing radiation, and the clinical usual dosage is safe and feasible.
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Objective To analyze the medical expenses of inpatients and its influencing factors in 2014-2016 with acute appendicitis taken as an example, and to put forward policy suggestions for the public hospital reform and the cost control optimization. Methods A total of 4 hospitals were chosen from Zhuhai of Guangdong and Zunyi of Guizhou. 1 114 cases of acute appendicitis were selected to analyze the medical expenses. The influencing factors of hospitalization expenses were analyzed by grey correlation analysis. Results The effect of the cost control of surgical patients was better than non-surgical patients. The total cost of consumables increased obviously. The proportion of non-surgical patients′ drug expenses were 39. 5% , 41. 2% and 41. 7% in 2014 -2016 respectively. The total hospitalization expenses were greatly affected by the treatment expense, diagnostic expense, drug expense, comprehensive medical service expense. The level of medical institutions, age and operation had significant impacts on medical expenses. Conclusions The hospitalization expenses of inpatients with acute appendicitis are influenced by many factors. In order to effectively control the irrational growth of medical expenses, the government is recommended to further strengthen the control of consumables, strengthen the fine management of hospitals and targeted cost control, improve the mechanism of price compensation and deepen the medical insurance payment methods reform.
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Combined headspace solid-phase microextraction with gas chromatography-mass spectrometry (HS-SPME-GC-MS), this paper studied the volatiles of Artemisiae Argyi Folium that respectively collected from Kongdong, Huanglong, Ankang, Qichun and Tongbai，and then explored the influence of climatic factors on the main components of the volatiles. The results showed that 54, 52, 57, 47 and 55 compounds were respectively identified from the leaves from five regions, mainly consist of monoterpenes, sesquiterpenoids and their oxygen-containing derivatives, a few aldehydes, alkanes and benzenes. It is different that the volatiles of Artemisiae Argyi Folium that collected in different habitats, neither composition nor content. There are total 18 kinds of compounds that exist in all five leaves. Eucalyptol, camphor, terpinen-4-ol, eugenol and caryophyllene could be considered to be the main conponents because of their efficacy or toxicity and relatively high content. Grey correlation analysis shows that the annual lowest temperature and annual sunshine duration have a great influence on the content of eucalyptol and camphor; the effect of annual precipitation and annual accumulated temperature on the content of terpinen-4-ol and caryophyllene was relatively significant; while the annual sunshine duration and the annual highest temperature are the main influencing factors for eugenol. The research suggests that long-day and extreme temperature may be more conductive to the accumulation of volatiles. According to the laws of effect of climatic factors on volatiles, we can optimize the cultivation conditions and select suitable locality to improve the quality of Artemisiae Argyi Folium.
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Objective: To evaluate the quality of Radix bupleuri from different producing areas and make a comparison by using grey correlation analysis(GRA)and principal components analysis(PCA).Methods: Fifteen samples of Radix bupleuri were collected from different producing areas.The percentage of total ash, acid-insoluble ash, extract, saikosaponin a and saikosaponin d of Radix bupleuri from different habitats were determined.The grey correlation quality evaluation model was built for Radix bupleuri from different producing areas and the results were compared with those of PCA.Results: According to the grey correlation analysis on components in the different batches of Radix bupleuri , the samples from Shaanxi province were the most highly correlated with the optimal reference sequence (0.79), which suggested the best quality.Radix bupleuri Fructus from Hebei province was the most poorly correlated with the optimal reference sequence (0.23), which showed the worst quality.The results were basically identical with those of PCA, indicating good repeatability and stability.Conclusion: Grey incidence degree method and the established Radix bupleuri quality evaluation models can be used to evaluate the quality of Radix bupleuri .
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Objective To quantitatively assess the lower extremity muscle strength of the elderly. Methods From December, 2016 to March, 2017, 50 old subjects were enrolled. The evaluation indexes of lower extremity muscle strength of the elderly were determined as hip abductors, hip adductors, hip extensors, hip flexors, knee extensors, knee flexors, ankle dorsiflexors and ankle plantarflexors with the hand-held dynamometry. The data of 50 subjects were collected and the grey relational analysis model was used to make the decision and evaluation. The grading criteria for lower limb muscle strength of the elderly were given by Manual Muscle Test. Results Totally, 13 elderly subjects were well-matched, and the other 37 subjects were mildly disordered. Conclusion Based on the need for quantitative assessment of muscle strength of the lower limbs in the elderly, an objective evaluation model of the lower extremity muscle strength of the elderly was es-tablished, which facilitated to grade the elderly lower extremity muscle strength and then to carry out different rehabilitation guidance.
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Objective To quantitatively assess the lower extremity muscle strength of the elderly. Methods From December, 2016 to March, 2017, 50 old subjects were enrolled. The evaluation indexes of lower extremity muscle strength of the elderly were determined as hip abductors, hip adductors, hip extensors, hip flexors, knee extensors, knee flexors, ankle dorsiflexors and ankle plantarflexors with the hand-held dynamometry. The data of 50 subjects were collected and the grey relational analysis model was used to make the decision and evaluation. The grading criteria for lower limb muscle strength of the elderly were given by Manual Muscle Test. Results Totally, 13 elderly subjects were well-matched, and the other 37 subjects were mildly disordered. Conclusion Based on the need for quantitative assessment of muscle strength of the lower limbs in the elderly, an objective evaluation model of the lower extremity muscle strength of the elderly was es-tablished, which facilitated to grade the elderly lower extremity muscle strength and then to carry out different rehabilitation guidance.
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Objective: To explore the relationship between chemical constituents of Isatidis Radix (IR)and the inhibition of bioactivity of neuraminidase (NA)on influenza virus in vitro. Methods: To establish the chemical fingerprints of IR extraction from different producing areas and determine the contents of common peaks by UPLC. To determine the activity of NA on influenza virus tested with IR by Kit. To analyze the correlation of the chemical information and biological effect by mathematical statistics methods such as grey correlation analysis and one-factor analysis. Results: The chemical contents and biological effect detection varied markedly in the products from different regions and by extracting methods. The result of comprehensive analysis showed that uridine and (R, S)-goitrin of common components in UPLC-fingerprints related with the inhibition of bioactivity of NA on influenza virus, and the content of (R, S)-goitrin was correlated significantly to the activity of NA. Conclusion: Based on the biological assay of NA on influenza virus, the correlation of the content of chemical components and biological effect is verified preliminarily, with a view to provide a more reliable data and reference for the selection and extraction of antiviral active ingredients fromIR.
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wet season temperature_max. The An. minimus density evaluation model was derived as follows: y=0