1.Study of new ultrasound technology combined with cluster analysis on prediction method of liver-heart integration in patients with liver fibrosis
Wei ZHANG ; Qince LI ; Kang ZHOU ; Tianqi LU ; Jian JIANG ; Xiuhua YANG
Chinese Journal of Ultrasonography 2024;33(6):482-488
		                        		
		                        			
		                        			Objective:To evaluate the early assessment of hepatocardiac integration based on ultrasonic elasticity and blood flow vector imaging (VFM) technology, in conjunction with unsupervised cluster analysis and supervised machine learning methods.Methods:An observational research design without any intervention was adopted from December 2021 to September 2022, 45 patients with liver cirrhosis, 43 patients with liver fibrosis, and 42 healthy volunteers were selected from the First Affiliated Hospital of Harbin Medical University. Liver combined elasticity technology and VFM technology were used to obtain information on the liver and heart of the subjects, respectively. The acquired data were standardized, and then clustered using topological data analysis (TDA) technology on the processed data. Subsequently, the clustering results were evaluated based on statistical analysis, and finally, supervised multi-classification tasks were realized through machine learning methods.Results:Patients were stratified into five distinct groups based on a network of patient similarities. The average characteristics of each group were as follows: Group 1 exhibited the most severe hepatocardiac conditions relative to the other groups. Groups 2 and 3 displayed moderately severe conditions.In contrast, Group 4 comprised entirely of healthy controls, all of whom presented with normal hepatocardiac function. Group 5 presented a unique case among the categories.Participants in this group showed poor liver conditions. However, according to the guidelines for cardiac diastolic function assessment, their heart function was generally unremarkable, with only a minority of indicators deviating significantly. Support Vector Machine (SVM), Random Forest Tree (RFT), and Multilayer Perceptron (MLP) were employed for multi-classification tasks on the test dataset. The average accuracies achieved by these models were 70%, 81%, and 84%, respectively.Conclusions:By combining liver combined ultrasonic elasticity, cardiac VFM technology and TDA technology to construct a patient similarity network, we successfully identified patients with liver fibrosis who did not show abnormalities in conventional cardiac indicators but may have potential abnormal cardiac function, which has important implications for guiding the selection of clinical intervention measures, and optimizing patient management stratification.
		                        		
		                        		
		                        		
		                        	
2.Development of an experience scale for patients with chronic wound debridement and dressing
Yanping SHI ; Ling TIAN ; Zhifei LIU ; Wei ZHANG ; Tianqi LIU ; Jinna WANG ; Siming JIANG ; Yanan CUI ; Zirong LI
Chinese Journal of Medical Aesthetics and Cosmetology 2024;30(3):213-217
		                        		
		                        			
		                        			Objective:To develop and evaluate a medical experience assessment scale for debridement and dressing change in chronic wound patients in China, and to provide a reference for improving hospital service quality.Methods:Based on the framework of hospital consumer assessment of healthcare providers and systems survey (HCAHPS) in the United States, a preliminary draft of the scale was formed through a literature review and qualitative interviews with 12 chronic wound patients (7 males and 5 females aged 58.1±12.3 years). Five experts were invited for content validity testing, and 191 chronic wound patients (111 males and 80 females aged 53.5±19.1 years) were selected to evaluate the internal consistency reliability, half reliability, retest reliability, and structural validity of the scale.Results:The Chronic Wound Patient Debridement and Dressing Experience Scale covered 5 dimensions with 30 sub-items and 2 comprehensive evaluation items, including demand response, good and friendly communication, professional trust, optimization of the medical treatment process, and encouragement of patient participation. The scale Cronbach′s α coefficient was 0.967 and ranged from 0.890 to 0.962 for each dimension. The overall retest reliability of the scale was 0.940 and ranged from 0.895 to 0.940 for each dimension. The overall half reliability of the scale was 0.923 and ranged from 0.834 to 0.935 for each dimension. 5 factors were extracted, with a cumulative variance contribution rate of 82.061%.Conclusions:Based on the HCAHPS framework in the United States, the Chronic Wound Debridement and Dressing Experience Scale developed has high reliability and validity, and can be used to evaluate the dressing change experience of patients with chronic wounds. It has clinical practice significance for dressing change in chronic wounds.
		                        		
		                        		
		                        		
		                        	
3.Epidemiological characteristics of syphilis in Yangzhou from 2013 to 2023
Chun XU ; Jincheng LI ; Wenbin YANG ; Yan JIANG ; Kejiao YANG ; Tianqi ZHOU ; Jiaye LIU
Journal of Clinical Medicine in Practice 2024;28(21):22-27
		                        		
		                        			
		                        			Objective To analyze the epidemiological characteristics of syphilis in Yangzhou City from 2013 to 2023, to understand the syphilis epidemic trends, and provide a scientific basis for formulating prevention and control strategies. Methods Syphilis case reports in Yangzhou City from 2013 to 2023 were collected through the infectious disease surveillance module of the Chinese Center for Disease Control and Prevention Information System. The annual average reported incidence rate and annual average growth rate were calculated. Descriptive epidemiological methods were employed to analyze the overview of syphilis and its temporal, geographical and demographic distribution characteristics. Linear trend chi-square tests were conducted to analyze the syphilis epidemic trends. Results A total of 19, 457 syphilis cases were reported in Yangzhou City from 2013 to 2023, with an annual average reported incidence rate of 39.17/100, 000. The overall incidence of syphilis showed an upward trend, with the reported incidence rate increasing from 37.26/100, 000 in 2013 to 43.27/100, 000 in 2023 (
		                        		
		                        	
4.WGCNA-based identification of novel T-cell exhaustion-related gene signatures to predict the prognosis and response to immunotherapy of osteosarcoma patients
Huidong CHEN ; Tianqi XIA ; Kun HAN ; Xingxing SUN ; Meixiang ZHOU ; Cong TIAN ; Mengyi JIANG ; Daliu MIN
Tumor 2023;43(10):763-780
		                        		
		                        			
		                        			Objective:To screen T-cell exhaustion-related signature genes as the prognostic marker for osteosarcoma and establish a prognostic model for osteosarcoma patients based on weighted gene co-expression network analysis(WGCNA)and Least absolute shrinkage and selection operator(LASSO)-COX regression analysis. Methods:GSE21257 dataset was downloaded from Gene Expression Omnibus(GEO)database for the establishment of the prognostic model for osteosarcoma.4 T-cell exhaustion-related gene sets were downloaded from The Molecular Signatures Database(MisgDB)and their enrichment scores in GSE21257 samples were calculated by single sample gene set enrichment analysis(ssGSEA).WGCNA was carried out to screen the gene module that is highly associated with T-cell exhaustion based on ssGSEA results followed by GO(Gene Ontology)and KEGG(Kyoto Encyclopedia of Genes and Genomes)analysis of the biological processes and signaling transduction pathways that those genes are involved in.The signature genes that are highly associated with the prognosis of osteosarcoma patients were obtained through LASSO-COX regression and a prognostic model was established based on these signature genes.Osteosarcoma-related expression profile data from the GSE21257 and TAEGET datasets on XENA were downloaded from the Gene Expression Omnibus.Clinical information for the training and validation sets was obtained.T-cell exhaustion-related genes were screened using a weighted correlation network analysis.Realtime fluorescence quantitative PCR,COX regression analysis,external dataset and nomogram were used to evaluate the reliability and accuracy of the prognostic model.A immunotherapy-related dataset was used to assess the efficacy of this prognostic model for the prediction of patients'responses to immunotherapy. Results:Analysis results based on the ssGSEA scores showed that T-cell exhaustion-related genes were related to the metastasis and age of osteosarcoma patients.Many T-cell exhaustion-related genes were found to be differentially expressed in metastatic and non-metastatic osteosarcoma patients.1 256 T-cell exhaustion-related genes were identified through WGCNA and these candidate markers were mainly distributed in structures like secretory granule membranes and endocytic vesicles and were involved in T-cell activation.COX regression analysis screened 68 significant prognostic markers out of the 1 256 genes,and 12 signature genes were further confirmed with LASSO-COX regression analysis.A prognostic model was established based on the 12 signature genes.Results of real-time fluorescence quantitative PCR showed a similar trend in the expression of most of the signature genes in different osteosarcoma cell lines.COX regression analysis of the internal and external datasets verified that the risk score calculated with the prognostic model was an independent prognostic factor for osteosarcoma patients,and high-risk score was associated with poor prognosis of the patients.Receiver operating characteristic(ROC)curves demonstrated excellent prognostic efficacy of the model.Nomogram analysis verified the prognostic model is highly accurate and reliable in predicting the prognosis of osteosarcoma patients.Analysis using the immunotherapy-related dataset indicated that this prognostic model could also be used to predict patients'responses to immunotherapy. Conclusion:The 12 signature gene(CD300LB,TRO,SNX3,VENTX,PPM1M,DOT1L,CDC37,NAT9,TRMT1,PPP1R3C,CHTF18 and NSUN5)-based prognostic model can effectively predict the prognosis and responses to immune check-point inhibitors for osteosarcoma patients,which may provide evidence for the prediction of prognosis as well as the selection of immunotherapy plans in clinical practice.
		                        		
		                        		
		                        		
		                        	
5.Epidemiological characteristics of public health emergency events of varicella in China, 2006-2021
Miaomiao WANG ; Yuehua HU ; Meiying YOU ; Xinmei CHEN ; Tianqi WANG ; Xinyu LIU ; Chengdong XU ; Zhuojun JIANG ; Xudong LI ; Dapeng YIN
Chinese Journal of Epidemiology 2023;44(12):1893-1898
		                        		
		                        			
		                        			Objective:To understand the epidemiological characteristics of public health emergency events (PHEE) of varicella in China from 2006 to 2021 and related response performances.Methods:The data of varicella PHEE in 31 provinces of China from 2006 to 2021 were collected through the Public Health Emergency Management Information System, Microsoft Excel 2019 software and SPSS 26.0 statistical software were used to conduct descriptive epidemiological, statistical analysis on the time, area, location distribution, scale and epidemic management.Results:A total of 11 443 PHEE involving 341 048 related cases were reported from 2006 to 2021, with an annual attack rate of 1.78%-3.80% and a total attack rate of 2.33% (341 048/14 624 042). The number of PHEE and related cases of varicella decreased from 1 107 (35 349) in 2007 to 262 (6 884) in 2012 ( Z=-2.40, P<0.001), then increased year by year to 1 318 (42 649) in 2019 ( Z=2.58, P<0.001), with a significant decline since 2020. The varicella PHEE in China presents the seasonal characteristics,the peak is from April to June and from October to December, respectively. The sub-peak of varicella PHEE in eastern China generally appears 1-2 months earlier than in central and western China. Varicella PHEE reports are mainly distributed in eastern China, the attack rate is relatively high in western China, school-reported varicella PHEE was 88.26% of the total reports (10 099/11 443). The epidemic scale of varrcella PHEE typically range from 10 to 29 cases per year among the given outbreaks. The M ( Q1, Q3) of average number of cases, average duration, and average reporting interval of PHEE were 23 (16,35), 20 (14, 26) days, and 9 (5,19) days, respectively, and the reporting interval was positively correlated with the duration ( r=0.854, P<0.001). Conclusions:The varicella PHEE in China from 2006 to 2021 has not been effectively controlled. Schools are the key places to prevent and control varicella PHEE. Improving the sensitivity of varicella PHEE monitoring, strengthening the timely disposal of varicella epidemic, and promoting varicella vaccination are effective measures to prevent and control varicella PHEE.
		                        		
		                        		
		                        		
		                        	
6.Comparison of features of occult hepatitis B virus infection between blood donors and patients with chronic hepatitis B
Kewang SUN ; Hao WANG ; Chao LIU ; Tianqi JIANG ; Xiangyan HUANG
Chinese Journal of Experimental and Clinical Virology 2023;37(4):373-376
		                        		
		                        			
		                        			Objective:To study the serological and molecular biological characteristics and differences of occult hepatitis B infection (OBI) between blood donors and chronic hepatitis B (CHB) patients.Methods:Nineteen OBI samples from blood donors and Nineteen OBI samples from CHB patients were collected, and named as group A and group B, respectively. Chemiluminescence method was used for hepatitis B five items detection. Real-time PCR method was used for HBV DNA quantification, and S gene was amplified by nested PCR and sequenced by DNA sequencing.Results:The level of HBV DNA in group A was significantly lower than that in group B ( P<0.05), and there were no significant differences in the serological result between the two groups. The mutation rate in the " a" determinant of S gene in group B was significantly higher than that in group A ( P<0.05). Conclusions:Compared with CHB patients, OBI blood donors have lower levels of viral replication and less chance of S gene mutation, and the use of highly sensitive nucleic acid detection reagents and method during blood screening can maximize the safety of blood transfusion.
		                        		
		                        		
		                        		
		                        	
7.Comparison of volatile components and principal component analysis of Cuscuta chinensis and its processed pro- ducts
Tianqi LIU ; Hanmei JIANG ; Yu TIAN ; Jinmin LIU
China Pharmacy 2022;33(6):729-734
		                        		
		                        			
		                        			OBJECTIVE To compar e the volatile components of Cuscuta chinensis and its processed products ,and to conduct principal component analysis (PCA). METHODS The volatile components of C. chinensis ,C. chinensis stir-frying with saltwater , C. chinensis stir-frying with wine were identified by headspace solid phase microextraction combined with gas chromatography- mass spectrometry. The relative percentage of each component was calculated by area normalization method. The PCA was conducted by using SPSS 21.0 software. RESULTS A total of 117 compounds were identified from C. chinensis ,C. chinensis stir-frying with saltwater and C. chinensis stir-frying with wine ,of which 68 compounds were identified from C. chinensis (relative percentage of 92.41%),such as phytone ,2-methoxy-3-(2-propenl)phenol,n-pentadecane,β-caryophyllene. Sixty compounds (relative percentage of 89.41%) were identified from C. chinensis stir-frying with saltwater ,such as maltol ,2,3-dihydro- benzofuran,4-vinyl-2-methoxyphenol. Fifty-eight compounds (relative percentage of 87.02%)were identified from C. chinensis stir-frying with wine ,such as phenylethanol ,β-caryophyllene,macrocarehe D. There were 24 common components in the three , and relative percentage of them were 38.56%,30.61%,33.07%,respectively. After processing ,there were 49 new components , such as furfural ,n-hexanoic acid ,caryophyllene oxide. The results of PCA showed that the cumulative contribution rate of the former two principal components was 100% ;comprehensive score of volatile components of C. chinensis was the highest , followed by C. chinensis stir-frying with wine and C. chinensis stir-frying with saltwater. CONCLUSIONS The quality of volatile components in C. chinensis is good ;the volatile components in processed products are more than those in C. chinensis .
		                        		
		                        		
		                        		
		                        	
8.Clinical outcomes of transcatheter aortic valve implantation in oncology versus non-oncology patients with severe aortic stenosis: A systematic review and meta-analysis
Yumeng SONG ; Tianqi CHANG ; Yiyu GU ; Yinan XU ; Mingyang ZHANG ; Yutong WANG ; Tingbo JIANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2022;29(05):634-641
		                        		
		                        			
		                        			Objective    To compare the clinical outcomes of transcatheter aortic valve implantation (TAVI) in oncology and non-oncology patients with severe aortic stenosis (AS). Methods    A computer-based search in PubMed, The Cochrane Library, EMbase, CBM, CNKI and Wanfang databases from their date of inception to December 2021 was performed, together with reference screening, to identify eligible clinical trials. Two investigators screened the articles, extracted data, and evaluated quality independently. RevMan 5.3 and Stata 12.0 softwares were used for meta-analysis. Results    The selected 8 cohort studies contained 57 988 patients, including 12 335 cancer patients and 45 653 non-cancer patients. The results of meta-analysis showed that in patients with cancer, the 30-day mortality [OR=0.74, 95%CI (0.65, 0.84), I2=0%, P<0.000 01], stroke [OR=0.87, 95%CI (0.76, 0.99), I2=0%, P=0.04] and acute kidney injury [OR=0.81, 95%CI (0.76, 0.85), I2=49%, P<0.000 01] were lower than those in patients without cancer. The 1-year mortality [OR=1.46, 95%CI (1.15, 1.86), I2=62%, P=0.002] and late mortality [OR=1.51, 95%CI (1.24, 1.85), I2=61%, P<0.000 1] were higher in patients with cancer. Conclusion    It is effective and safe in cancer patients with severe AS undergoing TAVI. However, compared with patients without cancer, it is still high in long-term mortality, and further study of the role of TAVI in cancer patients with AS is necessary.
		                        		
		                        		
		                        		
		                        	
9.Microneedles in diagnosis and treatment: a review.
Tianqi LIU ; Gao SONG ; Zhiyong ZENG ; Xueya ZHANG ; Minqing ZHANG ; Guohua JIANG
Chinese Journal of Biotechnology 2021;37(4):1139-1154
		                        		
		                        			
		                        			Microneedles have been developed rapidly in the field of transdermal administration in the past few decades. In recent years, the development of microelectronics technology has expanded the applications of microneedles by combining with microelectronic systems, especially in biological diagnosis and treatment. Different types of microneedles have been designed to extract blood and tissue fluids for detection, or as electrodes to directly detect blood sugar, melanoma and pH in real-time in vivo, both show good prospects for real-time detection applications. In this paper, we review the design of materials and structure of microelectronic-based microneedles, and discuss their advances in biological diagnosis.
		                        		
		                        		
		                        		
		                        			Administration, Cutaneous
		                        			;
		                        		
		                        			Drug Delivery Systems
		                        			;
		                        		
		                        			Electrodes
		                        			;
		                        		
		                        			Microinjections
		                        			;
		                        		
		                        			Needles
		                        			
		                        		
		                        	
10.Effect of occupational stress on the mental health of railway workers
Tianqi HU ; Zhibing CHEN ; Wei LIU ; Yu JIANG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2021;39(10):766-769
		                        		
		                        			
		                        			Objective:To explore the impact of occupational stress and shift work on the mental health of railway workers and provide a scientific basis for occupational health protection.Methods:In April 2019, stratified cluster sampling method was used to select 613 railway workers from Fuzhou railway as subjects. Job Content Questionnaire (JCQ) , Symptom Checklist-90 (SCL-90) , Self-rating Anxiety Scale (SAS) and Self-rating Depression Scale (SDS) were used to investigate railway workers' occupational stress and mental health conditions. The influencing factors of railway workers' mental health were analyzed.Results:The detection rates of mental health problems, anxiety and depression of railway workers were 40.5% (248/613) , 4.4% (27/613) and 9.0% (55/613) , respectively. There were 250 railway workers with occupational stress (40.78%) . There were statistically significant differences in the total scores of SCL-90 among different groups of working age and education background ( P<0.05) . And there were statistically significant differences in the SAS total scores among different groups of education background ( P<0.05) . The detection rates of mental health problems and anxiety in the night shift group were higher than that in the white shift group, and the differences were statistically significant ( P<0.05) . The detection rate of mental health problems in the group with occupational stress was higher than that in the group without occupational stress, and the difference was statistically significant ( P<0.05) . Logistic regression analysis found that night shift work was the main risk factor affecting railway workers' anxiety ( OR=2.38, 95 %CI: 1.04-5.46, P<0.05) . The results of interaction analysis showed that compared with the non-occupational stress+white shift group, the workers in the night shift+occupational stress group had the higher risk of mental health problems and anxiety ( OR=3.14, 95 %CI: 1.84-5.38; OR=4.29, 95 %CI: 1.36-13.54; P<0.05) . Conclusion:Night shift and occupational stress are the risk factors for the mental health of railway workers, and the interaction between night shift and occupational stress is the most harmful to the mental health of railway workers.
		                        		
		                        		
		                        		
		                        	
            

Result Analysis
Print
Save
E-mail