1.Predict the effect of the number of positive preoperative serum tumor markers on the surgical method and prognosis of intrahepatic cholangiocarcinoma patients based on mediation analysis
Zonglong LI ; Jialu CHEN ; Yue TANG ; Delong QIN ; Chen CHEN ; Yinghe QIU ; Hong WU ; Yu HE ; Xianhai MAO ; Wenlong ZHAI ; Jingdong LI ; Xiao LIANG ; Chuandong SUN ; Kai MA ; Zhimin GENG ; Zhaohui TANG ; Zhiwei QUAN
Chinese Journal of Surgery 2024;62(7):685-696
		                        		
		                        			
		                        			Objective:To investigate the effect of the number of positive preoperative serological tumor markers on the surgical approach and prognosis of patients with intrahepatic cholangiocarcinoma.Methods:This is a retrospective case-series study. Data from 548 patients with intrahepatic cholangiocarcinoma after radical resection from October 2010 to April 2019 were retrospectively collected in 10 hospitals of China. There were 277 males and 271 females with an age of (57.8±10.2)years(range:23 to 84 years). Four hundred and twenty-six patients(77.7%) had at least one positive preoperative serum tumor marker. The data collection included the results of 4 preoperative serological tumor markers,other preoperative indicators(5 prodromal symptoms, 6 medical history,8 preoperative serological indicators,5 preoperative imaging indicators,and 14 preoperative pathological examination indicators),baseline data (gender and age),surgical methods,and prognostic follow-up data. Four preoperative results of serologic tumor marker and surgical procedure were converted into categorical variables. The number of positive preoperative serum tumor markers was used as the treatment variable,the surgical method was used as the mediating variable,and the survival time was used as the outcome variable. Univariate and multivariate analysis were used to screen for other preoperative indicators which were independent factors that influenced the surgical procedure and the prognosis of patients as covariates to analyze the mediating effect.Results:Of the 548 patients included in the study, 176 patients (32.1%) underwent partial hepatectomy,151 patients(27.5%) underwent hemihepatectomy, and 221 patients(40.3%) underwent partial hepatectomy or hemihepatectomy combined with other treatments. The results of the univariate and multivariate analysis showed that the number of positive serum tumor markers,intrahepatic bile duct dilatation,portal vein invasion,pathological differentiation,pathological type,vascular invasion,T stage,N stage and maximum tumor diameter were independent factors influencing the surgical procedure(all P<0.05). Intrahepatic bile duct dilatation,pathological differentiation and T stage were independent prognostic factors for patients with intrahepatic cholangiocarcinoma(all P<0.05). Intrahepatic bile duct dilatation,differentiation and T stage were included as covariates in the mediation effect model. The results showed that the number of positive serum tumor markers before surgery had a negative predictive effect on the survival time of patients with intrahepatic cholangiocarcinoma ( β=-0.092, P=0.039),and had a positive predictive effect on the surgical method ( β=0.244, P<0.01). The number of positive serum tumor markers had a negative predictive effect on the survival time of patients with intrahepatic cholangiocarcinoma ( β=-0.151, P=0.002). Direct and indirect effects accounted for 71.3% and 28.7% of total effects,respectively. Conclusions:The higher the positive number of preoperative tumor markers,the worse the prognosis of patients with intrahepatic cholangiocarcinoma. The number of positive cells not only directly affects the prognosis of patients,but also indirectly affects the prognosis of patients by affecting the surgical method.
		                        		
		                        		
		                        		
		                        	
2.Study on the Impact of Participating in Internet Medical Service on the Value Co-creation Intention of Patients with Chronic Diseases
Fang YIN ; Zhiqiang WU ; Jingdong MA
Journal of Medical Informatics 2024;45(10):40-46
		                        		
		                        			
		                        			Purpose/Significance To explore the impact of participating in internet medical service on the value co-creation inten-tion of patients with chronic diseases,and to provide suggestions for chronic disease service providers and internet medical service devel-opers.Method/Process The patients with chronic diseases in 7 community healthcare centers in Wuhan are investigated by the question-naire survey,and 387 valid questionnaires are collected.Structural equation model analysis is used to analyze the sample data.Result/Conclusion Innovativeness,optimism and discomfort have significant effects on the intention to use internet medical service,the intention to use internet medical service,perceived benefit and self-health efficacy have significant effects on value co-creation intention.Chro-nic disease service providers can improve the innovative spirit and optimistic perception of patients to improve the value co-creation in-tention of patients with chronic diseases.
		                        		
		                        		
		                        		
		                        	
3.Predict the effect of the number of positive preoperative serum tumor markers on the surgical method and prognosis of intrahepatic cholangiocarcinoma patients based on mediation analysis
Zonglong LI ; Jialu CHEN ; Yue TANG ; Delong QIN ; Chen CHEN ; Yinghe QIU ; Hong WU ; Yu HE ; Xianhai MAO ; Wenlong ZHAI ; Jingdong LI ; Xiao LIANG ; Chuandong SUN ; Kai MA ; Zhimin GENG ; Zhaohui TANG ; Zhiwei QUAN
Chinese Journal of Surgery 2024;62(7):685-696
		                        		
		                        			
		                        			Objective:To investigate the effect of the number of positive preoperative serological tumor markers on the surgical approach and prognosis of patients with intrahepatic cholangiocarcinoma.Methods:This is a retrospective case-series study. Data from 548 patients with intrahepatic cholangiocarcinoma after radical resection from October 2010 to April 2019 were retrospectively collected in 10 hospitals of China. There were 277 males and 271 females with an age of (57.8±10.2)years(range:23 to 84 years). Four hundred and twenty-six patients(77.7%) had at least one positive preoperative serum tumor marker. The data collection included the results of 4 preoperative serological tumor markers,other preoperative indicators(5 prodromal symptoms, 6 medical history,8 preoperative serological indicators,5 preoperative imaging indicators,and 14 preoperative pathological examination indicators),baseline data (gender and age),surgical methods,and prognostic follow-up data. Four preoperative results of serologic tumor marker and surgical procedure were converted into categorical variables. The number of positive preoperative serum tumor markers was used as the treatment variable,the surgical method was used as the mediating variable,and the survival time was used as the outcome variable. Univariate and multivariate analysis were used to screen for other preoperative indicators which were independent factors that influenced the surgical procedure and the prognosis of patients as covariates to analyze the mediating effect.Results:Of the 548 patients included in the study, 176 patients (32.1%) underwent partial hepatectomy,151 patients(27.5%) underwent hemihepatectomy, and 221 patients(40.3%) underwent partial hepatectomy or hemihepatectomy combined with other treatments. The results of the univariate and multivariate analysis showed that the number of positive serum tumor markers,intrahepatic bile duct dilatation,portal vein invasion,pathological differentiation,pathological type,vascular invasion,T stage,N stage and maximum tumor diameter were independent factors influencing the surgical procedure(all P<0.05). Intrahepatic bile duct dilatation,pathological differentiation and T stage were independent prognostic factors for patients with intrahepatic cholangiocarcinoma(all P<0.05). Intrahepatic bile duct dilatation,differentiation and T stage were included as covariates in the mediation effect model. The results showed that the number of positive serum tumor markers before surgery had a negative predictive effect on the survival time of patients with intrahepatic cholangiocarcinoma ( β=-0.092, P=0.039),and had a positive predictive effect on the surgical method ( β=0.244, P<0.01). The number of positive serum tumor markers had a negative predictive effect on the survival time of patients with intrahepatic cholangiocarcinoma ( β=-0.151, P=0.002). Direct and indirect effects accounted for 71.3% and 28.7% of total effects,respectively. Conclusions:The higher the positive number of preoperative tumor markers,the worse the prognosis of patients with intrahepatic cholangiocarcinoma. The number of positive cells not only directly affects the prognosis of patients,but also indirectly affects the prognosis of patients by affecting the surgical method.
		                        		
		                        		
		                        		
		                        	
4.Preliminary exploration on operation process for autologous ozonized blood transfusion
Jianjun WU ; Yan BAI ; Yanli BAI ; Zhanshan ZHA ; Jing CHEN ; Yahan FAN ; Jiwu GONG ; Shouyong HUN ; Hongbing LI ; Zhongjun LI ; Jiajin LIN ; Chunxia LIU ; Fenghua LIU ; Jiubo LIU ; Jingling LUO ; Xianjun MA ; Deying MENG ; Shijie MU ; Mei QIN ; Hui WANG ; Haiyan WANG ; Qiushi WANG ; Quanli WANG ; Xiaoning WANG ; Yongjun WANG ; Changsong WU ; Lin WU ; Jue XIE ; Pu XU ; Liying XU ; Mingchia YANG ; Yongtao YANG ; Yang YU ; Zebo YU ; Juan ZHANG ; Xiaoyu ZHOU ; Xuelian ZHOU ; Shuming ZHAO
Chinese Journal of Blood Transfusion 2023;36(2):95-100
		                        		
		                        			
		                        			Autologous ozonized blood transfusion(AOBT) is a therapy of re-transfusion of 100-200 mL of autologous blood after shaking and agitation with appropriate amount of oxygen-ozone in vitro. The oxidation of blood through the strong oxidation of ozone can enhance the non-specific immune response of the body, regulate the internal environment and promote health. This therapy has been increasingly applied in clinical practice, while no unified standard for the operation process in terms of ozone concentration, treatment frequency and treatment course had been established. This operation process of AOBT is primarily explored in order to standardize the operation process and ensure its safety and efficacy.
		                        		
		                        		
		                        		
		                        	
5.Biological specificity of 2019 novel coronavirus 614D and 614G pseudovirus
Fenlian MA ; Xiaoyi LUO ; Chao WANG ; Jingdong SONG ; Zhiping XIE ; Shanshan CONG ; Yiman HUANG ; Lishu ZHENG
Chinese Journal of Experimental and Clinical Virology 2022;36(4):397-401
		                        		
		                        			
		                        			Objective:To construct 2019 novel coronavirus (2019-nCoV) 614D and 614G pseudovirus by HIV lentivirus packaging system and explore their biological specificity.Methods:The recombinant expression plasmids pCDNA3.1-614D and pCDNA3.1-614G were transiently cotransfected with psPAX2 and pLenti CMV Puro LUC into 293T cells respectively. After 72 hours, the supernatant was collected and ultracentrifuged with 20% sucrose cushion. The titer, morphology, protein expression and neutralizing activity of pseudovirus were determined.Results:S protein specific fluorescence was detected by indirect immunofluorescence test, Western blot analysis showed S protein was expressed, and the spike of pseudovirus was observed under transmission electron microscope. The titers of pseudovirus 614D and 614G were 1.12×10 4 and 2.52×10 4 TCID 50/ml, respectively. The pseudovirus 614D and 614G could be neutralized by S rabbit polyclonal antibody, indicating that the pseudovirus has high specificity. Conclusions:In this study, 2019-nCoV 614D and 614G pseudovirus was successfully constructed, which laid the foundation for the establishment of in vitro neutralizing antibody detection platform based on pseudovirus.
		                        		
		                        		
		                        		
		                        	
6.Manifestations of digestive system of hospitalized patients with coronavirus disease 2019 in Wuhan, China: a single-center descriptive study
Dan FANG ; Jingdong MA ; Jialun GUAN ; Muru WANG ; Yang SONG ; Dean TIAN ; Peiyuan LI
Chinese Journal of Digestion 2020;40(3):151-156
		                        		
		                        			
		                        			Objective:To study the manifestations of digestive system of hospitalized patients with coronavirus disease 2019 (COVID-19) in Wuhan, China, and to provide a reference for disease control and treatment.Methods:The data of hospitalized patients with COVID-19 in the Sino-French Branch of Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology from January 27 to February 14, 2020 were retrospectively analyzed, which included general information, positive rate of nucleic acid test, severity of disease, incubation period, initial symptoms and manifestations of digestive system. The general information, positive rate of nucleic acid detection, and manifestations of digestive system were compared between critical patients who required non-invasive or invasive assisted ventilation (critical group) and non-critical patients without assisted ventilation (non-critical group). Continuous corrected Chi-square test and independent sample median Chi-square test were used for statistical analysis.Results:Among the 305 patients, there were 146 males (47.9%) and 159 females (52.1%), and the median age was 57 years old. Nucleic acid assay of nasopharyngeal swabs or pharyngeal swabs were positive in 84.1% (228/271) patients including 46 patients (15.1%) of critical group and 259 patients (84.9%) of non-critical group. The incubation period was one to fifteen days, and the median period was six days. The initial symptoms were mainly fever (81.1%, 163/201), cough (39.3%, 79/201), fatigue (54.7%, 110/201), and loss of appetite (50.2%, 101/201). In one to ten days after the disease onset, 79.1% (159/201) of patients developed gastrointestinal symptoms including nausea (29.4%, 59/201), vomiting (15.9%, 32/201), or abdominal pain (6.0%, 12/201). 49.5% (146/295) of patients had diarrhea, with a median time of 3.3 days, (3.3±1.6) times per day, and a duration of (4.1±2.5) days. After excluding possible drug-related diarrhea, the incidence of diarrhea was still 22.2%. Only 6.9% (4/58) of patients had positive fecal leukocytes or fecal occult blood test. Alanine aminotrans ferase (ALT), aspartate aminotransferase (AST), or total bilirubin (TBil) increased in 39.1% (119/304) of patients on admission. Patients with ALT or AST ≥ 80 U/L only accounted for 7.9% (24/304) and 6.3% (19/304), respectively. About 2.0% (6/304) of patients also had increased TBil level, and the average level was (37.4±21.1) μmol/L. The median age of critical group was older than that of non-critical group (65 years vs. 56 years), the proportion of patients with abnormal liver function and slightly increased AST (40-<80 U/L) on admission of critical group were both higher than those of non-critical group (67.4% (31/46) vs. 34.1% (88/258) and 47.8% (22/46) vs. 21.7% (56/228)), and the differences were statistically significant ( χ2=5.885, 18.154 and 15.723; all P <0.05). There were no significant differences in the proportion of males (58.7% (27/46) vs. 45.9% (119/259)), the positive rate of nucleic acid test (94.6% (35/37) vs. 82.5% (193/234)), the percentage of patients with gastrointestinal symptoms (85.0% (17/20) vs. 78.5% (142/181)), the incidence of diarrhea (44.7% (17/38) vs. 50.2% (129/257)) and the proportion of patients with abnormal TBil level on admission (6.5% (3/46) vs. 1.2% (3/258)) (all P>0.05). Conclusions:The manifestation of digestive system of hospitalized COVID-19 patients in Wuhan is significant, the proportion of patients with diarrhea and abnormal aminotransferase level is high. And on admission the proportion of patients with abnormal liver function of critical group is higher than that of non-critical group, which will provide reference for the prevention and treatment of COVID-19.
		                        		
		                        		
		                        		
		                        	
7. Manifestations of Digestive system in hospitalized patients with novel coronavirus pneumonia in Wuhan, China: a single-center, descriptive study
Dan FANG ; Jingdong MA ; Jialun GUAN ; Muru WANG ; Yang SONG ; Dean TIAN ; Peiyuan LI
Chinese Journal of Digestion 2020;40(0):E005-E005
		                        		
		                        			 Objective:
		                        			To study the manifestations of digestive system of hospitalized patients with novel coronavirus pneumonia (NCP) in Wuhan, China, and to provide reference for disease control and treatment.
		                        		
		                        			Methods:
		                        			The data of hospitalized patients with NCP in the Sino-French Branch of Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology was retrospectively analyzed, which included general information, nucleic acid test, severity degree of disease, incubation period, initial symptoms and manifestations of digestive system. The general information, positive rate of nucleic acid detection, and manifestations of digestive system were compared between critical patients who required non-invasive or invasive assisted ventilation (critical group) and non-critical patients without assisted ventilation (non-critical group). Continuous corrected chi-square test and independent sample median test were performed for statistical analysis.
		                        		
		                        			Results:
		                        			Among the 305 patients there were 146 males (47.9%) and 159 females (52.1%), median age 57 years old. Nucleic acid assay of nasopharynx swab or pharynx swab of 84.1% (228/271) patients were positive. Forty-six patients (15.1%) were in critical group and 259 patients (84.9%) were in non-critical group. The incubation period was one to fifteen days, and the median period was six days. The initial symptoms mainly were fever (81.1%, 163/201), cough (39.3%, 79/201), fatigue (54.7%, 110/201), and loss of appetite (50.2%, 101/201). In one to ten days after the disease onset, 79.1% (159/201) of patients developed gastrointestinal symptoms including nausea (29.4%, 59/201), vomiting (15.9%, 32/201), or abdominal pain (6.0%, 12/201). 49.5% (146/295) of patients had diarrhea, median time was 3.3 days, (3.3±1.6) times per day, and a duration of (4.1±2.5) days. Excluding possible drug-related diarrhea, the incidence of diarrhea still was 22.2%. Only 6.9% (4/58) of patients were found leukocytes or fecal occult blood positive in regular stool test. ALT, AST, or bilirubin increased in 39.1% (119/304) of patients at admission. Patients with ALT or AST ≥ 80 U/L only accounted for 7.9% (24/304) and 6.3% (19/304), respectively. About 2.0% (6/304) of patients also had increased bilirubin level, average level was (37.4 ± 21.1) μmol/L. The median age of critical group was older than that of non-critical group (65.5 years vs. 56 years), at admission the rates of abnormal liver function test abnormal and slightly increased AST (40~80 U/L) of critical group were both higher than those of non-critical group (67.4% (31/46) vs. 34.1% (88/258) and 47.8% (22/46) vs. 21.7% (56/228)), and the differences were statistically significant (
		                        		
		                        	
8.Application of health portal in public health services and factors influencing its adoption
Xueyang WANG ; Mengge QIN ; Jingdong MA
Journal of Public Health and Preventive Medicine 2020;31(5):25-29
		                        		
		                        			
		                        			Objective   To explore the current status of the application of health portals in the field of public health, and analyze the factors affecting users' adoption of health portals, so as to provide a theoretical basis for promoting the use of health portals and promoting health management.   Methods   Referring to domestic and foreign literature, integrating the technology acceptance model and the dual motivation factor theory, a comprehensive analysis framework was built, and the influencing factors of whether various groups of people adopt health portals were analyzed from multiple dimensions.   Results   The current status of health portal applications around special groups and specific purposes was analyzed. A comprehensive analysis dimension was constructed with perceived usefulness and perceived ease of use as the basic framework, service quality, social norms and users themselves as specific indicators, and positive and negative impacts as specific directions.   Conclusion From the perspective of service, society and individuals, analyzing the positive and negative factors that affect users’ adoption of health portals, it is necessary to strengthen the use of health portals by special groups such as the elderly, to further improve disease prevention and control, deepen public health services, and promote the development of healthy China.
		                        		
		                        		
		                        		
		                        	
9. Topic modeling and sentiment analysis of service experience in patient complaint information of a hospital
Yao ZHANG ; Chenxi XIA ; Jingdong MA
Chinese Journal of Hospital Administration 2019;35(12):1037-1041
		                        		
		                        			 Objective:
		                        			To explore the valuable thematic information and sentiment distribution in patients′ medical service complaint texts based on topic modeling and sentiment analysis, and investigate the main driving factors affecting patients′ service experience and satisfaction.
		                        		
		                        			Methods:
		                        			Topic mining was carried out on the offline patient complaint text set of a tertiary hospital in South China from 2013 to 2017. The seed word set extracted from 1 000 sampled texts was used to guide semi-supervised Latent Dirichlet Allocation training of texts. Relevant subject categories were extracted and subject characteristics were graded emotionally.
		                        		
		                        			Results:
		                        			in the end, 30 subject categories were extracted from the 8 000 complaint texts, and the sentiment score of the subject characteristics was consistent with the sentiment tendency of the actual data set. However, the satisfaction was relatively low in " toilet" , " ward" , " hygiene" and other subjects, and the main complaint subjects included " attitude" , " examination" , " ward" among others.
		                        		
		                        			Conclusions
		                        			Based on the theme distribution, combined with the results of emotional analysis and the specific clinical environment, strengthening management in the medical service sector with a large negative emotional score can guide the hospital management practice and service improvement process, and help to improve the patients′ perception experience and emotional experience. 
		                        		
		                        		
		                        		
		                        	
10.Comparison of Methods for Automatic De-identification of Clinical Texts
Liting DU ; Wei LUO ; Lei LI ; Bin LIN ; Chenxi XIA ; Guoqing MA ; Danni XIONG ; Jingdong MA
Journal of Medical Informatics 2017;38(4):44-49
		                        		
		                        			
		                        			The paper introduces the common methods for automatic de-identification of clinical texts,including the method based on rules,machine learning method,comprehensive method,etc.,states the challenges for clinical texts practicability,system universality and scalability of clinical texts de-identification research,analyzes the further research direction,and provides reference for researchers of this field.
		                        		
		                        		
		                        		
		                        	
            

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