1.Application of support vector machine in screening neurotoxic compounds from traditional Chinese medicine.
Jing-Fang ZHANG ; Lu-Di JIANG ; Yan-Ling ZHANG
China Journal of Chinese Materia Medica 2014;39(17):3330-3334
In this study, based on web database, 324 neurotoxic compounds and 234 non-neurotoxic compounds were selected as a data set for neurotoxicity discriminative model. 6 122 molecular descriptors, including charge distribution, physicochemical and geometrical descriptors,were calculated to characterize the molecular structure of neurotoxic compounds. The combination of Cfs Subset Evaluation and Best First-D1-N5 searching was used to select molecular descriptors. A discrimination model with high accuracy was built based on the support vector machine (SVM) approach. Meanwhile, the model accuracy, sensitivity and specificity were all above 80%. Besides, 30 traditional Chinese medicine compositions with neurotoxicity were set as external validation to further verify the model accuracy,with anaccuracy of 73.333%. Using the model, 13 potential neurotoxic compounds were screened from Sophorae subprostrate Radix,4 of them were verified by literatures. The results demonstrated that the discrimination model can be applied to screen neurotoxic compounds from Chinese medicinal materials.
Computer Simulation
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Drug Evaluation, Preclinical
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methods
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Medicine, Chinese Traditional
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methods
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Models, Theoretical
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Neurotoxins
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analysis
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chemistry
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Reproducibility of Results
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Support Vector Machine
2.Application of support vector machine approach in studying nephron toxicity of Chinese medicinal materials.
Jing-fang ZHANG ; Lu-di JIANG ; Yan-ling ZHANG
China Journal of Chinese Materia Medica 2015;40(6):1134-1138
On the basis of web databases, 111 compounds with nephrotoxicity and 90 compounds without nephrotoxicity were collected as data set of nephrotoxicity discrimination model, 39 compounds with tubular necrosis and 39 compounds without tubular necrosis were collected as data set of tubular necrosis discrimination model. The 6 122 molecular descriptors, including physicochemical, charge distribution and geometrical descriptors were calculated to characterize the molecular structure of the above-mentioned compounds. CfsSubsetEval valuation method and BestFirst-D1-N5 searching method were used to select molecular descriptors. Two models with high accuracy were built based on the support vector machine (SVM) approach, respectively. Accuracy, sensitivity, specificity and matthew's correlation coefficient of the two models were all above 70%. By using 22 nephrotoxicity compounds of Chinese medicine, the nephrotoxicity discrimination model was further verified with an accuracy of 72.73%. Using the tubular necrosis discrimination model, 10 potential compounds which can cause tubular necrosis were screened from the positive results of nephrotoxicity discrimination model, 6 of them have been verified by literatures. The results demonstrated that the discrimination models can be applied to screen nephrotoxic compounds from Chinese medicinal materials, and they also offer a new research idea for the further studies on the mechanism of nephrotoxicity.
Drugs, Chinese Herbal
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toxicity
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Nephrons
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drug effects
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Support Vector Machine
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Toxicity Tests
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instrumentation
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methods
3.Evaluation on ginsenoside preventing pressure-overload hypertrophy in rats
Lingzhi ZHANG ; Jing DI ; Shuling BAI ; Haiping ZHANG ; Fang LIU
Chinese Pharmacological Bulletin 1987;0(02):-
Aim To observe the effects of Ginsenoside on left ventricular remodeling after pressure-overload hypertrophy in rats.Methods After stenosis of the ascending aortic artery,20 survived female Wistar rats were randomly assigned to two groups:hypertrophy control(n=10)and Ginsenoside(100 mg?kg?d-1,n=10);sham operated rats(n=10)were selected randomly as nonstenosis control.Four weeks after the operation,the LVPW,IVS and LVDD of each rat were detected by echocardiogram.Myocardial cell and interstitial tissue were observed by immunofluorescence double staining.Results Compared with those in hypertrophy group,the LVPW and IVS in Ginsenoside group were all significantly decreased(P
4.Clinical application of digital technology for standardized nursing of peristomal skin
Liping ZHANG ; Xiaodong DAI ; Qin XU ; Di SONG ; Ying FANG ; Huazhu LI ; Jing ZHAO
Chinese Journal of Practical Nursing 2015;31(17):1272-1275
Objective To explore an objective and standard approach for accurately evaluating peristomal skin lesions and providing comprehensive and professional nursing guidance.Methods Images of peristomal skin were taken by a cell phone camera and then evaluated by medical image processing and analyzing software combined with the condition option.The computer automatically calculates and provides professional nursing advice for patients developing peristomal skin lesions based on ostomy skin assesssment score system and ostomy skin nursing guideline for peristoma skin care.Advice from two ostomy nursing professionals were compared with that from the medical image analyzing software in two different cell phones.Results Results were analyzed by Kendall coordination coefficient W test to analyze the level of coordination among the experts and medical image analyzing system.There was agreement among study groups (W=0.902,P<0.05) with respect to DET score.Conclusions Application of medical image analyzing software for standard nursing and treatment of peristomal skin lesions provides standardized assessment and professional advice,reduces artificial distinctions and absence of nursing advices,and effectively improves nursing of peristomal skin.
5.Gastric dynamics analysis of TEAS combined SNP induced general anesthesia when controlled hypotension dropped to 60% of the MAP baseline.
Le-Le ZHANG ; Jian-Qiao FANG ; Xiao SHAO ; Lin-Li LIAN ; Xiao-Jing YU ; Zhen-Hua DONG ; Ya-Di MO
Chinese Journal of Integrated Traditional and Western Medicine 2015;35(1):98-103
OBJECTIVETo observe the effect of gastric dynamics by transcutaneous electrical acupoint stimulation (TEAS) combined general anesthesia when controlled hypotension dropped to 60% of the mean arterial prenssure (MAP) baseline, and to provide experimental evidence for organ protection in clinical controlled hypotension.
METHODSEighteen male beagles were randomly divided into three groups, the general anesthesia group (blank), the general anesthesia induced controlled hypotension group (control), and the general anesthesia combined TEAS induced controlled hypotension group (experiment), 6 in each group. Controlled hypotension was performed in the latter two groups with isoflurane inhalation and intravenous injection of sodium nitroprusside (SNP). The mean arterial pressure (MAP) was lowered to 60% of the MAP baseline and kept for 60 min. Controlled hypotension was not performed in Beagles of the control group. For Beagles in the experiment group, TEAS [2/100 Hz, (4 ± 1) mA] was applied to bilateral Hegu (LI4), Quchi (LI11), Zusanli (ST36), and Sanyinjiao (SP6) from stable physiological conditions to the end of maintaining stages. Changes of EGG frequencies and EGG amplitudes were monitored. Serum levels of gastrin (GAS) and motilin (MTL) were also detected at corresponding time points during and after experiment.
RESULTSAs for the pressure control effect of TEAS combined general anesthesia in the controlled hypotension, during the process of controlled hypotension (T1-T4), MAP levels of two controlled pressure groups remained relatively stable, and were kept at 60% of the MAP baseline. When the blood pressure dropped to the target low MAP and maintained at 60 min (T1-T4), EGG amplitudes of Beagles in all the three groups showed decreasing tendency. But it was more obviously lower than its basic level in the control group (P <0.05), while it was not obviously decreased in the experiment group (P < 0.05). EGG frequencies of Beagles in all the three groups showed no obvious change during this stage. By the end of the MAP rising stage (T8), the EGG amplitude of the experimental group was significantly higher than that of the control group and the blank group (P < 0.05), while it didn' t show any obvious increase in the control group. During this period, EGG frequencies of the two controlled hypotension groups decreased more than those of the blank group. Two h after rising blood pressure (at T9), EGG amplitudes and frequencies in the two controlled hypotension groups basically restored to their respective baselines and levels of the blank group at T9. At 2 h (T9) after controlled hypotension, serum levels of GAS and MTL were lower than those of basic levels in the two controlled hypotension groups (P <0.05). However, serum levels of GAS and MTL had an increasing trend in the two controlled hypotension groups at 24-72 h (T10-T12). Besides, the increasing speed and amplitude was better in experiment group than in the control group at T10-T12. However, there was no statistical difference between the two groups (P > 0.05). At 72 h (T12) serum levels of GAS and MTL had basically restored to their basic levels in the two controlled hypotension groups and that of the blank control group.
CONCLUSIONEGG amplitudes could be effectively improved in TEAS combined general anesthesia for controlled hypotension at 60% of the MAP baseline, the recovery of the serum GAS level accelerated, gastric power improved and stomach protected.
Acupuncture Points ; Anesthesia ; methods ; Anesthesia, General ; Animals ; Arteries ; Dogs ; Gastrins ; Hypotension, Controlled ; Male ; Motilin ; Nitroprusside ; Transcutaneous Electric Nerve Stimulation
6.Prevalence and incidence of anemia among school students aged 6-11 years old in Minhang District of Shanghai
dan Dan HE ; sa Xiao WEN ; yi Xin ZHANG ; di Di CHEN ; mei Hong TANG ; li Xiao XU ; Hong FANG ; jing Hui SHI
Fudan University Journal of Medical Sciences 2017;44(5):633-638
Objective To analyze the epidemic features of anemia among students aged 6-11 years old in Minghang District,to provide basis for the control and prevention strategies of anemia among school students.Methods Surveillance on hemoglobin concentration was conducted among 42 872 students aged from 6 to 11 years old between 2012 and 2015.All data analyses were completed by SPSS 18.0 statistical software.Results The prevalence rate of anemia among school students 6-11 years old was 5.05% (95%CI:4.84-5.26).The prevalence rate of anemia among girls was 5.28%,which was significantly higher than that 4.84% among boys (x2 =4.24,P =0.037).Six-year-old boys and girls were most susceptible to anemia.Compared to students in Hope Schools,public school students are more vulnerable to anemia (boys:OR =2.37,95 % CI:2.03-2.76;girls:OR =2.08,95 % CI:1.74 -2.49).Overweight and obese students had a lower risk of anemia than average students (boys:OR =0.65,95 % CI:0.55-0.76;girls:OR =0.75,95 % CI:0.61-0.92).The three-year cumulative incidence of anemia was 12.80% (95 %CI:12.49-13.12).The cumulative incidence among girls was 14.52%,which was significantly higher than that of 11.28% among boys (x2 =100.26,P<0.001).Six-year-old boys have the highest three-year cumulative risk among all students,while 10-11-year-old girls have the highest three-year cumulative incidence.The risk of anemia in Hope School was found highest in all schools (boys:RR =1.93,95%CI:1.72-2.16;girls:RR =1.20,95 %CI:1.04-1.39).Overweight and obesity were considered protective factors to anemia (boys:RR =0.75,95%CI:0.67-0.84;girls:RR =0.77,95%CI:0.68-0.88).The primary and recurrent detection rates of anemia were 14.58% and 2.54%.The anemia among students was mainly detected during the first examination despite the differences in ages,schools and nutrition conditions (P < 0.05).Conclusions The prevalence of anemia among primary school students in Minhang District is at a mild level.Control measures should be adopted,including monitoring of hemoglobin in all school children and adolescents,taking individual intervention measures based on results,promoting the health education for adolescent girls and parents of school children,and paying special attention to Hope School and students with recurrent and continuous anemia.
7.Betulinic acid prevents alcohol-induced liver damage by improving the antioxidant system in mice.
Jine YI ; Wei XIA ; Jianping WU ; Liyun YUAN ; Jing WU ; Di TU ; Jun FANG ; Zhuliang TAN
Journal of Veterinary Science 2014;15(1):141-148
Betulinic acid (BA), a pentacyclic lupane-type triterpene, has a wide range of bioactivities. The main objective of this work was to evaluate the hepatoprotective activity of BA and the potential mechanism underlying the ability of this compound to prevent liver damage induced by alcohol in vivo. Mice were given oral doses of BA (0.25, 0.5, and 1.0 mg/kg) daily for 14 days, and induced liver injury by feeding 50% alcohol orally at the dosage of 10 ml/kg after 1 h last administration of BA. BA pretreatment significantly reduced the serum levels of alanine transaminase, aspartate transaminase, total cholesterol, and triacylglycerides in a dose-dependent manner in the mice administered alcohol. Hepatic levels of glutathione, superoxide dismutase, glutathione peroxidase, and catalase were remarkably increased, while malondialdehyde contents and microvesicular steatosis in the liver were decreased by BA in a dose-dependent manner after alcohol-induced liver injury. These findings suggest that the mechanism underlying the hepatoprotective effects of BA might be due to increased antioxidant capacity, mainly through improvement of the tissue redox system, maintenance of the antioxidant system, and decreased lipid peroxidation in the liver.
Animals
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Antioxidants/pharmacology
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Blood Chemical Analysis
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Enzymes/blood
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Ethanol/*toxicity
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Lipid Peroxidation/drug effects
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Liver/*drug effects/enzymology/metabolism/pathology
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Male
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Mice
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Random Allocation
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Triterpenes/*pharmacology
8.Electrochemical Sensor for Sensitive Detection of Cadmium(Ⅱ)and Lead(Ⅱ)Based on Zeolitic Imidazolate Framework-8/Multi-Walled Carbon Nanotubes
Xiao-Geng FENG ; Di SUN ; Jing-Yi SUN ; Ying HU ; Wen-Qian FANG ; Ying XIONG
Chinese Journal of Analytical Chemistry 2024;52(4):541-549
A a novel composite ZIF-8/MWCNT was synthesized by combining zeolitic imidazolate framework-8(ZIF-8)with multi-walled carbon nanotubes(MWCNT).The composite was modified on glassy carbon electrode(GCE)to obtain ZIF-8/MWCNT/GCE,which was served as an effective electrochemical sensor for detection of Pb2+ and Cd2+.Benefiting from the high electrical conductivity of MWCNT and the synergistic effect between ZIF-8 and MWCNT,ZIF-8/MWCNT showed excellent electrocatalytic activity in individual and simultaneous detection of Cd2+ and Pb2+.Under the optimized conditions,the linear ranges were 0.03?8.00 μmol/L and 0.03?6.00 μmol/L with corresponding limits of detection(S/N=3)of 0.019 and 0.035 μmol/L for individual detection of Cd2+and Pb2+,respectively.Whereas for simultaneous detection of Cd2+and Pb2+in their mixture solutions,the linear ranges were 0.03?5.00 μmol/L and 0.03?5.00 μmol/L with corresponding limits of detection(S/N=3)of 0.022 and 0.048 μmol/L,respectively.In addition,the sensor exhibited good stability,reproducibility and anti-interference ability.Moreover,the sensor showed good feasibility and accuracy for determination of Cd2+ and Pb2+ in actual river water samples with spiking recoveries of 98.1%?104.0%and 98.3%?102.2%,respectively.
9.Efficacy of Asini Corii Colla for the Treatment of Pregnant Women with β-Thalassemia and Its Effect on Early Growth Response 2 Expression
Ye-Yao YANG ; Di LUO ; Ying WANG ; Li-Shan SU ; Jing-Wen ZHOU ; Yan-Fang LI
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(6):1464-1471
Objective To observe the efficacy of Asini Corii Colla for the treatment of women with pregnancy anemia induced by β-thalassemia and its effect on the expression of early growth response 2(EGR2).Methods Transcriptome sequencing(RNA-seq)was performed firstly.Twenty pregnant women with β-thalassemia were randomly assigned to the treatment group and the control group at the proportion of 3:1.There were 15 cases allocated to the treatment group,one case fell off during the trial,and eventually 14 cases were included.The control group had 5 cases.The treatment group was given Asini Corii Colla powder orally,and the control group had no intervention.The course of treatment covered 4 weeks.The peripheral blood of the two groups of pregnant women was sampled before and after treatment for RNA-seq analysis,and then the candidate targets were defined.Subsequently,a prospective clinical randomized controlled trial(RCT)was conducted.A total of 41 pregnant women with β-thalassemia were randomly assigned to the treatment group(24 cases)and the control group(17 cases)at the proportion of 3:2.The treatment group was treated with Asini Corii Colla powder orally,and the control group was treated with the simulant of Asini Corii Colla Powder orally.The course of treatment covered 4 weeks.The hematological parameters of the two groups of pregnant women were detected before and after treatment,and the mRNA and protein expression levels of candidate targets were detected by real-time polymerase chain reaction(real-time PCR)and western blotting respectively.Results(1)The results of RNA-seq analysis showed that EGR2 expression of patients with genotype βCD41-42(-TTCT)/βN in the treatment group was significantly up-regulated after treatment(log2 FC=1.915;Padj=9.84E-03),and EGR2 was named as the candidate target.(2)The results of RCT showed that after treatment,there was no significant difference in the average hemoglobin(Hb)concentration between the two groups of pregnant women with β-thalassemia(P>0.05),but the average Hb of the patients with genotypeβCD41-42(-TTCT)/βN in the treatment group increased by(6.54±4.74)g/L,which was significantly higher than that of other genotypes of pregnant women with β-thalassemia(P<0.05).The expression levels of EGR2 Mrna and protein in peripheral blood of the patients with genotypeβCD41-42(-TTCT)/Βn in the treatment group were significantly increased after treatment(P<0.05).The pre-and post-treatment difference of Hb concentration in the two groups of pregnant women withβ-thalassemia was positively correlated with pre-and post-treatment difference of EGR2 Mrna level and EGR2 protein level,and the correlation coefficients were 0.701 and 0.683,respectively(P<0.001).Conclusion The pregnant women with thalassemia of genotype Βcd41-42(-TTCT)/Βn can achieve satisfactory efficacy after oral administration of Asini Corii Colla.Its curative effect for improving anemia may be related to the transcriptional regulation of globin genes through up-regulating EGR2 expression,activating RNA polymerase Ⅱ promoter,and promoting nucleic acid binding.
10.Detection of CD19+-CD25+ and CD19+-CD25-B lymphocytes, IgA, IgG, IgM and complement C3 levels in patients with acute cerebral infarction and clinical significance
Hong-Fang CHEN ; Xiang-Mei WANG ; Jian-Qin LUO ; Zhao-Jing ZHENG ; Ren-Di WU ; Rui-Long XU
Chinese Journal of Neuromedicine 2008;7(3):304-307
Objective To detect the ratio of CD19+-CD25+ and CD19+-CD25-B lymphocytes and content of IgA,IgG,IgM and complement C3 in patients with acute cerebral infarction and study their clinical significance. Methods Disease were diagnosed according to the history and cranlal computer tomography or magnetic resonance imagine.Venous blood of 69 cases with acute cerebral infarction and 115 cases with cerebral hemorrhage, 41 cases in normal control group was extrdcted. The ratio of CDl9+-CD25+and CD19+-CD25-B lymphocytes was determined by flow cytometry and content of IgA,IgG,IgM and C3 was measured with scattering turbidimetry.Changes in humoral immunological function were compared among patients with different courses of disease, imaging scores and neurological function scores. Results Differences in CD19+-CD25+and CD19+-CD25-B lymphocytes, IgA, IgG,IgM and C3 were not significant at the acute stage between cerebral infarction and cerebral hemorrhage (P>0.05,for all).The ratio of CD19+-CD25+B lymphocytes and content of IgG and C3 at the acute stage of cerebral infarction were all higher than that at the recovery stage and in the control group (P<0.05, for all). There was no statistical signmcance in humoral immunological indices between that at the recovery stage of cerebral infarction and in the control group (P>0.05, for all). The ratio of CD19+-CD25+ and CD19+-CD25-B lymphocytes was significantly different among patients with different imaging scores (P<0.05,for all).Neurological function scores at the acute stage of cerebrdl inflarction were not correlated with humoral immunological indices(P>0.05,for all). Conclusions Same changes occur to humoral immunological function in patients with cerebral infarction and cerebral hemomlage, which might be related with stress,and location and scope of lesions.The larger the lesion of cerebral infarction is,the more obvious changes of humoral immunological function become; with the disappearing of stress,humoral immunological function gradually recovers.