1.Resistant Plasmids of Staphylococcus aureus in Nosocomial Infection and Their Homology Analysis
Fuyan SHI ; Yana BAI ; Jingchun FAN ; Hongbo PEI
Chinese Journal of Nosocomiology 1994;0(04):-
OBJECTIVE To understand the epidemic condition on the resistant plasmids and their homology of the Staphylococcus aureus obtained from two hospitals in Gansu Province.METHODS The antibiotic sensitivity test,plasmid elimination,plasmid profile,and restriction endonuclease profile were used in analyzing the S.aureus resistant plasmids.RESULTS We isolated 15 strains of S.aureus from 196 samples in two different hospitals,the isolation rate was 7.7%.From them 86.7% isolates were resistant to the seven commonly used antibiotics in different degree.Only 13.3% strains were just resistant to one antimicrobial,the multi-resistant strains amounted for 46.7%.There were 12 isolates carried plasmids(80.0%).The results of plasmid elimination showed 11 strains carried resistant plasmids,and the one with 38 kb was a popular plasmid.The endonuclease profiles revealed that the same source strains had certain homology,there were similiar endonuclease profiles among strains in different wards.CONCLUSIONS The popular plasmids in different wards have certain homology,and they can be transferred among different strains of bacteria.
2.A study of radiation injury in rat C6 glioma cell line by 1H-nuclear magnetic resonance spectroscopy
Hongxia LI ; Yi CUI ; Yanjie XU ; Fuyan LI ; Wenqi SHI ; Jianzhen WANG ; Qingshi ZENG
Chinese Journal of Radiation Oncology 2017;26(2):228-233
Objective To study the radiation injury of rat C6 glioma cell line by high resolution,1 H-nuclear magnetic resonance (1 H NMR) spectroscopy,and to preliminarily investigate its mechanism.Methods Metabolite concentrations in C6 cells were determined by 1 H NMR spectroscopy.Comet assay was used to evaluate DNA damage.Flow cytometry was used to determine the cell cycle and apoptosis rate.Colony-forming assay was used to measure the colony-forming rate and preliminarily investigate the mechanism of radiation injury.The resuhs were analyzed by one-way analysis of variance and Pearson correlation analysis.Results With the increase in radiation dose from 0 Gy to 1,5,10,and 15 Gy,DNA damage was enhanced in a dose-dependent manner (P=0.000-0.690);the percentage of cells in G1 phase increased (P =0.026-0.749);the apoptosis rate significantly increased (all P =0.000);the colony-forming rate significantly declined (P =0.000-0.004);the Lac/Cr ratio significantly decreased (P =0.000-0.015),which had a negative linear correlation with DNA damage parameters (tail length,r=-0.971;%DNA in the tail,r =-0.998;tail moment,r =-0.995) and apoptosis rate (r =0.978).Conclusions 1 H NMR spectroscopy reveals that the change in the Lac/Cr ratio is associated with injury and apoptosis of C6 cells after radiation.1 H NMR spectroscopy has the potential to predict radiation injury of glioma.
3.Propensity score matching-based therapeutic effect evaluation in patients with hepatocellular carcinoma.
Suzhen WANG ; Weijing MENG ; Hongqing AN ; Xiaomeng ZHAO ; Juncheng LÜ ; Fuyan SHI
Journal of Southern Medical University 2012;32(9):1234-1237
OBJECTIVETo evaluate the therapeutic effects of transcatheter arterial chemoembolization (TACE) with or without radiofrequency ablation (RFA) in hepatocellular carcinoma (HCC) patients based on propensity score matching.
METHODSA logistic regression model was established with the treatment assignment as the dependent variable and the covariates as the independent variables. For each HCC patient, the propensity score was calculated from the model for caliper matching, and a survival analysis of the matched data were carried out.
RESULTSThe covariates between the groups were balanced after caliper matching based on the propensity scores. Before matching, the one-, two-, and three-year survival rates of TACE and TACE+RFA were 52.07% and 59.08%, 32.24% and 36.43%, and 316.54% and 19.39%, with the median survival time of 1.20 and 1.40 years, respectively, showing no significant differences in the overall survival rate between the two groups. After matching, the 1-year, 2-year, and 3-year survival rates of TACE and TACE+RFA groups were 54.39% and 62.28%, 23.15% and 40.08%, and 10.20% and 18.52%, with the median survival time of 1.10 years and 1.50 years, respectively, showing significant differences in the overall survival between the two groups. The survival rate in TACE+RFA group was higher than that of TACE only group.
CONCLUSIONPropensity score matching can effectively reduce the confounding bias of non-randomized clinical observational data for a more accurate evaluation of the therapeutic effect in HCC patients.
Adult ; Aged ; Carcinoma, Hepatocellular ; epidemiology ; mortality ; therapy ; Catheter Ablation ; Chemoembolization, Therapeutic ; Female ; Humans ; Liver Neoplasms ; epidemiology ; mortality ; therapy ; Logistic Models ; Male ; Middle Aged ; Propensity Score ; Survival Analysis ; Survival Rate
4.Awareness and associated factors of food safety among students in medical colleges and universities in Shandong Province
Chinese Journal of School Health 2019;40(8):1159-1161
Objective:
To understand the status of awarences and the influencing factors of food safety among medical students in Shangdong Province,and to provide a reference for improving a healthy eating habit among students on their knowledge about food safety,attitude and behavior.
Methods:
A total of 2 322 students from 2 medical colleges and universities in Shandong province selected through stratified cluster sampling were investigated with questionnaires.
Results:
Univariate analysis of variance showed that food safety knowledge differed by gender, grade, major, origin of student, whether learned nutrition knowledge, monthly cost on food (χ2/H=20.48, 128.02, 98.61, 36.50, 77.60, 171.03,P<0.01). In multiple Logistic regression analysis, results showed that gender, major,origin of student, monthly cost on food and the attention of food affect college students’ food safety awareness (P<0.05).
Conclusion
Food safety awareness among medical students in Shandong Province is relatively high but varies by multiple factors. It is necessary to improve food safety awareness of medical students through various channels.
5.The value of quantitative diagnosis and grading of steatosis of nonalcoholic fatty liver disease by hydrogen proton MR spectroscopy and multi-echo Dixon technique
Qi GAO ; Fuyan WANG ; Yanjing ZHANG ; Huanjia QU ; Junping SHI ; Jianping DING
Chinese Journal of Radiology 2018;52(9):677-680
Objective To investigate the value of hydrogen proton MR spectroscopy (1H-MRS) and Dixon sequence for the quantitative diagnosis and classification of steatosis in patients with non-alcoholic fatty liver disease (NAFLD). Methods Sixty seven patients with NAFLD confirmed by liver biopsy were prospectively collected from October 2015 to May 2017 in Hangzhou Normal University Hospital. All patients underwent 1H-MRS and Dixon sequence scan within 7 days after liver biopsy, 1H-MRS-based hydrogen proton density fraction (MRS-PDFF) and Dixon-based hydrogen proton density fraction (MRI-PDFF) were obtained. Fat grading based on the fat percentage obtained from liver biopsy. Pearson correlation analysis was performed to analyze the correlation among pathological steatosis and MRS-PDFF, MRI-PDFF. One-way ANOVA analysis was performed to compare the difference of PDFF between patients with different degrees of severity of fatty liver. And the ROC curve analysis was performed to generate the thresholds of MRS-PDFF and MRI-PDFF for determining the presence of fatty liver. Results The steatosis grade of pathological biopsy showed grade S1 in 36 cases, grade S2 in 16 cases, grade S3 in 15 cases, the MRS-PDFF values of S1, S2 and S3 patients were (8.25 ± 4.32)%, (15.67 ± 4.54)%, (23.46 ± 5.82)%and the MRI-PDFF values were (6.31 ± 2.94)%, (15.42 ± 5.07)%, (24.47 ± 6.31)%. Statistically significant differences were observed among them (P<0.01). Both MRS-PDFF and MRI-PDFF were positively correlated with histological fat percentage (r values were 0.840 and 0.892,all P<0.01), there was also a correlation between MRS-PDFF and MRI-PDFF (r=0.930, P<0.01). Area under ROC curve of MRS-PDFF and MRI-PDFF for differential diagnosis of grade S1 steatosis were 0.955 and 0.976, and area under ROC curve for differential diagnosis of grade S3 steatosis were 0.972 and 0.978. Conclusion 1H-MRS and Dixon sequces have high value in liver fat content detection and classification of patients with NAFLD, and both have similar diagnostic efficacy.
6.CatBoost algorithm and Bayesian network model analysis based on risk prediction of cardiovascular and cerebro vascular diseases
Aimin WANG ; Fenglin WANG ; Yiming HUANG ; Yaqi XU ; Wenjing ZHANG ; Xianzhu CONG ; Weiqiang SU ; Suzhen WANG ; Mengyao GAO ; Shuang LI ; Yujia KONG ; Fuyan SHI ; Enxue TAO
Journal of Jilin University(Medicine Edition) 2024;50(4):1044-1054
Objective:To screen the main characteristic variables affecting the incidence of cardiovascular and cerebrovascular diseases,and to construct the Bayesian network model of cardiovascular and cerebrovascular disease incidence risk based on the top 10 characteristic variables,and to provide the reference for predicting the risk of cardiovascular and cerebrovascular disease incidence.Methods:From the UK Biobank Database,315 896 participants and related variables were included.The feature selection was performed by categorical boosting(CatBoost)algorithm,and the participants were randomly divided into training set and test set in the ratio of 7∶3.A Bayesian network model was constructed based on the max-min hill-climbing(MMHC)algorithm.Results:The prevalence of cardiovascular and cerebrovascular diseases in this study was 28.8%.The top 10 variables selected by the CatBoost algorithm were age,body mass index(BMI),low-density lipoprotein cholesterol(LDL-C),total cholesterol(TC),the triglyceride-glucose(TyG)index,family history,apolipoprotein A/B ratio,high-density lipoprotein cholesterol(HDL-C),smoking status,and gender.The area under the receiver operating characteristic(ROC)curve(AUC)for the CatBoost training set model was 0.770,and the model accuracy was 0.764;the AUC of validation set model was 0.759 and the model accuracy was 0.763.The clinical efficacy analysis results showed that the threshold range for the training set was 0.06-0.85 and the threshold range for the validation set was 0.09-0.81.The Bayesian network model analysis results indicated that age,gender,smoking status,family history,BMI,and apolipoprotein A/B ratio were directly related to the incidence of cardiovascular and cerebrovascular diseases and they were the significant risk factors.TyG index,HDL-C,LDL-C,and TC indirectly affect the risk of cardiovascular and cerebrovascular diseases through their impact on BMI and apolipoprotein A/B ratio.Conclusion:Controlling BMI,apolipoprotein A/B ratio,and smoking behavior can reduce the incidence risk of cardiovascular and cerebrovascular diseases.The Bayesian network model can be used to predict the risk of cardiovascular and cerebrovascular disease incidence.
7.Efficacy and safety evaluation of recombinant human growth hormone in treatment of pediatric patients with GHD and ISS based on propensity scores
Xi YANG ; Xu ZHANG ; Yanxia MA ; Mei HAN ; Zikun TAO ; Weixiao BU ; Huaxia MU ; Yaqi XU ; Suzhen WANG ; Fuyan SHI
Journal of Jilin University(Medicine Edition) 2024;50(6):1703-1711
Objective:To discuss the clinical efficacy of recombinant human growth hormone(rhGH)in the treatment of the pediatric patients with growth hormone deficiency(GHD)and idiopathic short stature(ISS),and to clarify its clinical application value in the pediatric patients with short stature of different etiologies.Methods:The clinical data of 132 children with short stature who treated with rhGH from January 2018 to January 2023 were collected.They were divided into GHD group(n=70)and ISS group(n=62)based on different etiologies.The bone age,target height(TH),body mass index(BMI),height standard deviation score(HtSDS),changes in height standard deviation scores(ΔHtSDS)before treatment and 6 months after treatment,and growth velocity(GV)of the pediatric patients were calculated.Propensity score matching(PSM)and inverse probability of treatment weighting(IPTW)were used to balance the confounding factors between the pediatric patients in two groups and the efficacy and safety of the pediatric patients in two groups were evaluated.Results:There were significant differences in whether children were full-term,bone age,bone age maturity,and TH of the pediatric patients between two groups(P<0.05).Compared with before treatment,the height and HtSDS of the pediatric patients in both GHD and ISS groups were significantly increased after treated for 6 months(P<0.05).Before matched by PSM,there were significant differences in full-term,bone age,bone age maturity,and TH of the pediatric patients between two groups(P<0.05).After matched by PSM,there were no significant differences in gender,region,term birth status,mode of delivery,feeding method,age,bone age,height,BMI,TH,and pretreatment HtSDS of the pediatric patients between two groups(P>0.05);the standardized mean difference(SMD)differences of covariates except for region were<0.2.After weighted by IPTW,there were no significant differences in gender,region,term birth status,mode of delivery,feeding method,age,bone age,height,BMI,TH,and pretreatment HtSDS of the pediatric patients between two groups(P>0.05);all SMD of covariates except for term birth status were<0.2.Before balancing covariates,after meatched by PSM matching,and after weighted by IPTW weighting compared with GHD group,the GV and ΔHtSDS of the pediatric patients in ISS group were slightly increased,but the difference was not significant(P>0.05).In terms of adverse reactions,2 cases(2.68%)of fasting hyperglycemia and 7 cases(10.00%)of hypothyroidism occurred in GHD group;3 cases(4.84%)of fasting hyperglycemia and 2 cases(3.23%)of hypothyroidism occurred in ISS group.Conclusion:rhGH can promote the height increase in the patients with GHD and ISS,and there is no significant difference in the height-increasing efficacy between GHD and ISS children.The incidence of adverse reactions is relatively low during treatment,indicating good overall safety.
8.Screening of key immune-related gene in Parkinson's disease based on WGCNA and machine learning
Yiming HUANG ; Aimin WANG ; Fenglin WANG ; Yaqi XU ; Wenjing ZHANG ; Fuyan SHI ; Suzhen WANG
Journal of Central South University(Medical Sciences) 2024;49(2):207-219
Objective:Abnormal immune system activation and inflammation are crucial in causing Parkinson's disease.However,we still don't fully understand how certain immune-related genes contribute to the disease's development and progression.This study aims to screen key immune-related gene in Parkinson's disease based on weighted gene co-expression network analysis(WGCNA)and machine learning. Methods:This study downloaded the gene chip data from the Gene Expression Omnibus(GEO)database,and used WGCNA to screen out important gene modules related to Parkinson's disease.Genes from important modules were exported and a Venn diagram of important Parkinson's disease-related genes and immune-related genes was drawn to screen out immune related genes of Parkinson's disease.Gene ontology(GO)analysis and Kyoto Encyclopedia of Genes and Genomes(KEGG)were used to analyze the the functions of immune-related genes and signaling pathways involved.Immune cell infiltration analysis was performed using the CIBERSORT package of R language.Using bioinformatics method and 3 machine learning methods[least absolute shrinkage and selection operator(LASSO)regression,random forest(RF),and support vector machine(SVM)],the immune-related genes of Parkinson's disease were further screened.A Venn diagram of differentially expressed genes screened using the 4 methods was drawn with the intersection gene being hub nodes(hub)gene.The downstream proteins of the Parkinson's disease hub gene was identified through the STRING database and a protein-protein interaction network diagram was drawn. Results:A total of 218 immune genes related to Parkinson's disease were identified,including 45 upregulated genes and 50 downregulated genes.Enrichment analysis showed that the 218 genes were mainly enriched in immune system response to foreign substances and viral infection pathways.The results of immune infiltration analysis showed that the infiltration percentages of CD4+ T cells,NK cells,CD8+ T cells,and B cells were higher in the samples of Parkinson's disease patients,while resting NK cells and resting CD4+ T cells were significantly infiltrated in the samples of Parkinson's disease patients.ANK1 was screened out as the hub gene.The analysis of the protein-protein interaction network showed that the ANK1 translated and expressed 11 proteins which mainly participated in functions such as signal transduction,iron homeostasis regulation,and immune system activation. Conclusion:This study identifies the Parkinson's disease immune-related key gene ANK1 via WGCNA and machine learning methods,suggesting its potential as a candidate therapeutic target for Parkinson's disease.
9. Relations between high risk sexual behavior and HIV infection among men who have sex with men in ways of meeting male partners
Hang HONG ; Hongbo SHI ; Haibo JIANG ; Xiaomin GU ; Fuyan SUN ; Hongjun DONG
Chinese Journal of Epidemiology 2019;40(12):1612-1617
Objective:
To understand the relations between high risk sexual behavior and HIV infection among MSM in ways of finding male partners in Ningbo.
Methods:
A cross-sectional study was conducted in Ningbo between April and November in 2018. Data related to socio-demographics, ways of finding male partners, adoption of gay apps and sexual behaviors were collected by snowball method. Blood samples were drawn for HIV antibody testing. Classified data was evaluated by chi-square test. Related factors on HIV infection were analyzed by multivariate logistic regression.
Results:
A total of 735 participants were included in this study. Ways of finding male partners would through gay apps (60.8
10.A comparative study of international and Chinese public health emergency management from the perspective of knowledge domains mapping.
Juan LI ; Yuhang ZHU ; Jianing FENG ; Weijing MENG ; Kseniia BEGMA ; Gaopei ZHU ; Xiaoxuan WANG ; Di WU ; Fuyan SHI ; Suzhen WANG
Environmental Health and Preventive Medicine 2020;25(1):57-57
BACKGROUND:
At the end of 2019, the outbreak of coronavirus disease 2019 (COVID-19) severely damaged and endangered people's lives. The public health emergency management system in China has played an essential role in handling the response to the outbreak, which has been appreciated by the World Health Organization and some countries. Hence, it is necessary to conduct an overall analysis of the development of the health emergency management system in China. This can provide a reference for scholars to aid in understanding the current situation and to reveal new research topics.
METHODS:
We collected 2247 international articles from the Web of Science database and 959 Chinese articles from the China National Knowledge Infrastructure database. Bibliometric and mapping knowledge domain analysis methods were used in this study for temporal distribution analysis, cooperation network analysis, and co-word network analysis.
RESULTS:
The first international article in this field was published in 1991, while the first Chinese article was published in 2005. The research institutions producing these studies mainly existed in universities and health organizations. Developed countries and European countries published the most articles overall, while eastern China published the most articles within China. There were 52 burst words for international articles published from 1999-2018 and 18 burst words for Chinese articles published from 2003-2018. International top-ranked articles according to the number of citations appeared in 2005, 2007, 2009, 2014, 2015, and 2016, while the corresponding Chinese articles appeared in 2003, 2004, 2009, and 2011.
CONCLUSIONS
There are differences in the regional and economic distribution of international and Chinese cooperation networks. International research is often related to timely issues mainly by focusing on emergency preparedness and monitoring of public health events, while China has focused on public health emergencies and their disposition. International research began on terrorism and bioterrorism, followed by disaster planning and emergency preparedness, epidemics, and infectious diseases. China considered severe acute respiratory syndrome as the starting research background and the legal system construction as the research starting point, which was followed by the mechanism, structure, system, and training abroad for public health emergency management.
Betacoronavirus
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China
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epidemiology
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Communicable Disease Control
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organization & administration
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Coronavirus Infections
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epidemiology
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prevention & control
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Disease Outbreaks
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prevention & control
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Humans
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Internationality
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Pandemics
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prevention & control
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Pneumonia, Viral
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epidemiology
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prevention & control