1.Incidence and recovery of nonalcoholic fatty liver disease among residents aged 65 years old and above in Xinqiao Town, Songjiang District, Shanghai
Xinxing LIANG ; Jinghong PENG ; Yiling WU ; Genming ZHAO ; Yonggen JIANG ; Yunhui WANG ; Xing LIU
Shanghai Journal of Preventive Medicine 2024;36(8):793-801
		                        		
		                        			
		                        			ObjectiveTo analyze the incidence, recovery rate and associated factors of nonalcoholic fatty liver disease (NAFLD) among residents aged 65 years old and above in Xinqiao Community of Songjiang, Shanghai, and to provide basic data for further efficient community management. MethodsData of annual geriatric physical examination program for residents aged 65 and above were collected in Xinqiao Community, Songjiang from 2016 to 2022. Those residents who participated twice or more were included in this analysis. Data were collated into longitudinal form. For each participant, data of the first physical examination was used as baseline, and each subsequent examination was taken as follow-up. Incidence and recovery rate of NAFLD were calculated. Cox proportional hazard models were used to explore the associated factors and their changes with the onset and recovery of NAFLD. ResultsDuring the study period, a total of 11 983 residents participated in physical examinations, of which 8 644 participated twice or more, and 8 154 had no history of excessive alcohol consumption. B-ultrasound showed that there were 5 267 residents without NAFLD and 2 887 with NAFLD at baseline. After a median follow-up of 3.3 years, the incidence density of NAFLD in this population was estimated to be 11.5 per 100 person-years, and the recovery density was 23.4 per 100 person-years. The incidence density of NAFLD was negatively associated with age, and positively associated with baseline BMI, abdominal obesity, high fasting blood glucose, and high triglycerides. The recovery density was negatively associated with baseline BMI and abdominal obesity. Compared with those with normal BMI at both baseline and follow-up, those with persistent obesity showed the highest risk of NAFLD (males: HR: 3.19, 95%CI: 2.16-4.70; females: HR: 3.34, 95%CI: 2.46-4.54) and the lowest potential of recovery (males: HR: 0.58, 95%CI: 0.42-0.82; females: HR: 0.58, 95%CI: 0.44-0.77). Persistently high triglycerides were also associated with a higher risk of developing the disease. ConclusionResidents aged 65 years old and above in Xinqiao, Shanghai had a higher incidence and recovery rate of NAFLD. Women, being obese and having hyperlipidemia are at a higher risk for the development and persistence of NAFLD. 
		                        		
		                        		
		                        		
		                        	
2.Prevalence and 5-year mortality of dementia and association with geriatric syndromes in elderly population in Beijing
Shimin HU ; Fang LI ; Shaochen GUAN ; Chunxiu WANG ; Xiaowei SONG ; Hongjun LIU ; Jinghong MA ; Yan ZHAO ; Chunxiao LIU ; Huihui LI ; Yanlei ZHANG ; Jian WU ; Xianghua FANG
Chinese Journal of Epidemiology 2024;45(11):1573-1581
		                        		
		                        			
		                        			Objective:To investigate the prevalence and mortality of dementia and assess the impact of geriatric syndromes (GS) on the risk for dementia and death in elderly population in Beijing.Methods:A cross-sectional survey was conducted in the elderly population aged ≥65 years and selected by a multi-stage sampling in Beijing during 2013-2015. Cognitive function was screened using the Chinese Revised Version of the Mini-Mental State Examination (MMSE). Then, neurological examination and psychiatric assessment were performed for those with the MMSE score lower than the cut-off value. The information about GS prevalence was also collected. The study also collected death records for all individuals from baseline until December 31, 2019. Based on the age and gender distribution from Beijing data of the 2010 Six th National Population Census, the dementia prevalence in the study population was directly standardized. Logistic regression analysis was used to evaluate the association of different forms of dementia with GS, and Cox proportional hazards regression model was used to estimate the hazard ratio ( HR) and 95% CI of death. Results:During 2013-2015, a total of 2 935 individuals completed dementia assessments, of which 167 were diagnosed with dementia. The standardized prevalence of dementia was 5.9% (95% CI: 5.0%-17.4%). The individuals with Alzheimer's disease (AD) and vascular dementia (VaD) accounted for 58.7% and 28.1% of total individuals with dementia, respectively. Aging, lower education level, urinary incontinence, and fall were risk factors for AD, while disability of activity of daily life dependence, hypertension, and stroke were found to be risk factors for VaD. After a median follow-up of 5.44 person-years, 399 deaths were recorded. The 5-year mortality risk was 2.87 (95% CI: 1.92-4.17) times and 4.93 (95% CI: 3.23-7.53) times higher for the elderly individuals with AD and VaD, respectively, compared to non-demented individuals. After adjusting for demographic, GS, and cardiovascular risk factors, the mortality risk in the elderly individuals with AD showed no significant difference compared with non-demented individuals ( HR=1.32, 95% CI: 0.89-1.97), while the mortality risk in those with VaD was 2.46 (95% CI: 1.49-4.05) times higher than that in non-demented individuals. Conclusions:The prevalence of dementia in Beijing increased significantly in the context of population aging, especially the prevalence of AD. The presence of GS increased the risks for AD and VaD, as well as the risk for death. Close attention needs to be paid to GS management in dementia prevention in elderly population.
		                        		
		                        		
		                        		
		                        	
3.Construction and validation of a Klotho-based machine learning model for predicting all-cause mortality in chronic kidney disease
Yating WANG ; Jiachuan XIONG ; Jinghong ZHAO
Journal of Army Medical University 2024;46(8):859-867
		                        		
		                        			
		                        			Objective To develop and validate a machine learning (ML)model based on serum Klotho protein that can accurately predict all-cause mortality in chronic kidney disease (CKD ) patients.Methods A retrospective cohort trial was conducted on all the non-dialysis adult patients diagnosed with CKD stages 1~5 in our department from February 7,2012 to October 18,2019.They were assigned into a training set and an internal validation set in a ratio of 7:3.A total of 47 clinical features,including serum Klotho protein level,were used as variables to inform these models.Based on the training set,univariate Cox regression model was employed to screen out the possible risk factors for all-cause mortality,and Lasso-Cox regression model was further applied for the screening.Then multivariate Cox stepwise regression analysis was conducted to develop a nomogram risk prediction model for all-cause mortality,and the model performance was evaluated through internal validation.Results There were totally 400 patients enrolled in this trial,and 280 of them (including 52 dead and 228 survival)were assigned into the training set and other 120 (including 21 dead and 99 survival)into the validation set.For the constructed 5-year all-cause mortality risk prediction model,the area under the curve (AUC)value was 0.760 (95%CI:0.676~0.844)in the training set and 0.788 (95%CI:0.679~0.897)in the validation set,and the overall C-index was 0.755 (95%CI:0.685~0.826)and 0.720 (95%CI:0.614~0.826),respectively in the 2 sets.Univariate Cox regression analysis showed that age,history of cardiovascular disease(CVD),cystatin C(Cys-C),alkaline phosphatase (ALP),albumin,eosinophil (EOS)count,hemoglobin (Hb),complement C3,calcium,C-reactive protein (CRP),TNF-α and serum Klotho protein may be predictive factors for all-cause mortality (P<0.05).Multivariate Cox stepwise regression analysis finally screened age,albumin,complement C3 and serum Klotho protein as independent predictors (P<0.05).Based on these 4 predictors,a risk prediction model for all-cause mortality was constructed and validated.Conclusion A Klotho-based risk ML model for predicting all-cause mortality in CKD patients is successfully developed and validated.Advanced age is a risk factor,and higher albumin,complement C3 and serum Klotho protein levels are protective factors for all-cause mortality in CKD patients.
		                        		
		                        		
		                        		
		                        	
4.Correlation analysis between complement C3,C4,CRP,ESR and disease activity in systemic lupus erythematosus
Jinghong WANG ; Lu PAN ; Bingru LU ; Shiyu ZHAO ; Shan DING ; Yiqing LIU
International Journal of Laboratory Medicine 2024;45(11):1327-1330,1337
		                        		
		                        			
		                        			Objective To investigate the correlation between complement C3,C4,C-reactive protein(CRP),erythrocyte sedimentation rate(ESR)and disease activity of systemic lupus erythematosus(SLE).Methods A total of 69 SLE patients admitted to the hospital from January to December 2021 were selected as the SLE group,and 70 healthy individuals were selected as the control group during the same period.The changes of serum related indicators were compared between the SLE group and the control group.According to systemic lupus erythematosus disease activity index(SLEDAI),SLE patients were divided into mild active group(27 cases)and moderate and severe active group(42 cases).The changes of related indicators were compared between the two groups.Spearman correlation analysis was used to analyze the correlation between SLEDAI score and serum related indicators.Receiver operating characteristic(ROC)curve was used to ana-lyze the validity of diagnosis of disease severity.Results Compared with the control group,the levels of serum complement C3 and C4 in the SLE group were decreased,and the levels of CRP and ESR were increased,the differences were statistically significant(P<0.05).Compared with the mild group,the levels of serum com-plement C3 and C4 in the moderate and severe group were decreased,and the levels of CRP and ESR were in-creased,and the differences were statistically significant(P<0.05).The SLEDAI score of SLE patients was positively correlated with serum CRP and ESR levels(P<0.05),and negatively correlated with serum com-plement C3 and C4 levels(P<0.05).The area under the curve(AUC)of CRP,ESR,complement C3 and C4 were 0.716,0.875,0.872 and 0.856,respectively,the sensitivity were 59.52%,85.71%,78.57%and 78.79%,respectively,and the specificity were 79.83%,81.67%,86.79%and 86.54%,respectively.Conclu-sion Serum complement C3,C4,CRP and ESR are correlated with the progression of SLE,and play auxiliary roles in the disease activity stage of SLE.
		                        		
		                        		
		                        		
		                        	
5.Discussion on Key Technologies of Health Care Big Data Processing Based on the Process Perspective
Jinghong GAO ; Mingxing REN ; Xiaoqin SONG ; Qianqian MA ; Furong LIU ; Chengzeng WANG
Journal of Medical Informatics 2024;45(11):78-84
		                        		
		                        			
		                        			Purpose/Significance The processing links and key technologies of health care big data are deeply discussed to provide in-formation support and guarantee for further promoting the application of health care big data.Method/Process According to the scientific research paradigm driven by big data,and based on the process perspective,the paper introduces the sources and characteristics of health care big data,analyzes the processing links and key technologies of big data,and discusses the current challenges and future development directions of health care big data processing.Result/Conclusion Both China and foreign countries have achieved innovative development in technologies for health care big data processing.However,there are still some challenges in multi-dimensional data collection,multi-mo-dal data integration,large model data analysis,and data security.In the future,through building a comprehensive platform of big data pro-cessing,and developing or integrating targeted functional modules,the existing problems can be effectively addressed.
		                        		
		                        		
		                        		
		                        	
6.Comparison of treatments and outcomes between early and late antibody-mediated rejection after kidney transplantation
Jinghong TAN ; Wenrui WU ; Longshan LIU ; Qian FU ; Jun LI ; Chenglin WU ; Jianming LI ; Wenyu XIE ; Huanxi ZHANG ; Changxi WANG
Chinese Journal of Organ Transplantation 2024;45(9):614-621
		                        		
		                        			
		                        			Objective:To explore the impact of early and late antibody-mediated rejection (AMR) on treatment options and allograft outcomes after kidney transplantation (KT).Methods:From January 2013 to December 2022, the study retrospectively enrolled 141 KT allograft recipients receiving allograft biopsy and diagnosed as AMR according to the Banff 2019 criteria. Recipients with a diagnosis of AMR within 30 days post-KT were classified into early AMR group (n=19) while the remainders assigned as late AMR group (n=122). The outcome endpoints included recipient survival rate, death-censored graft survival rate, follow-up estimated glomerular filtration rate (eGFR) and immunodominant donor-specific antibody (DSA) intensity. Wilcoxon's test was utilized for assessing the differences in eGFR and DSA intensity while Kaplan-Meier curve and Log-rank test were employed for evaluating graft survival impact. Treatment regimens for AMR were collected and categorized.Results:The median follow-up duration was 2.6(1.2, 5.2) year. No graft failure was noted in early AMR group while 44 recipients in late AMR group experienced graft failure, with 34 cases (77.2%) due to AMR progression. The 5-year death-censored graft survival rate was significantly better in early AMR group than that in late AMR group [100% vs 60.1%(50.5%, 71.6%), P=0.002]. The one-year change in eGFR for early AMR group was significantly superior to that of late AMR group [19.3(-2.6, 38.1) vs -3.3(-14.0, 5.4), P=0.001]. One-year mean fluorescent intensity (MFI) of early AMR group was 1 158(401.5, 3 126.5). It was significantly lower than that when diagnosed with early AMR [3 120.5(2 392.8, 9 340.0)] and one-year MFI of late AMR group [8 094(2 251.5, 13 560.5)] ( P=0.005, P<0.001). Early AMR group primarily received standard treatment (3/19, 15.8%) and regimens centered on rituximab and/or bortezomib (7/19, 43.8%). Late AMR group mainly received standard (16/122, 13.1%) or intensified regimens (9/122, 7.4%) and regimens focused upon rituximab and/or bortezomib (32/122, 26.2%) and MP monotherapy (21/122, 17.2%). Conclusion:The outcome for early AMR is significantly better than that for late AMR. For early AMR, early and robust immunosuppression is recommended. For late AMR, early detection and timely treatment are crucial and individualized strategies should be implemented.
		                        		
		                        		
		                        		
		                        	
7.Survey of mosquito species and analysis of genetic structure of important mosquito species populations in Wuyi Mountain Nature Reserve
WANG Ming ; XIE Jingwen ; DU Yutong ; WANG Gang ; YIN Zige ; CAI Jinghong ; LIU Qing ; ZHANG Hengduan ; ZHAO Tongyan ; SHI Li
China Tropical Medicine 2024;24(5):499-
		                        		
		                        			
		                        			bstract: Objective To elucidate the distribution characteristics of mosquito species and the population genetic
diversity of important mosquito species in the Wuyi Mountain Nature Reserve, with the aim of providing a scientific basis for
the prevention and control of mosquito-borne diseases in the region. Methods Within Wuyi Mountain Nature Reserve 2022-
2023, 16 sampling sites were selected, where larvae were collected using the pipette method and adult mosquitoes were
collected using the mosquito trap lamp method. Mosquito species identification was accomplished by integrating morphological
characteristics and molecular identification techniques based on CO Ⅰ and CO Ⅱ gene sequences. Software tools such as
ClustalX, DnaSP v5.0, and Network v4.6.1.0 were utilized to analyze the genetic differentiation (Fst), gene flow (Nm) among
populations of Aedes japonicus, Aedes albopictus and Armigeres subalbatus. Results The mosquito specimens collected from
the Wuyi Mountain Nature Reserve were identified as 30 species belonging to 8 genera within the Culicidae family. Among
them, there were 10 species of Aedes, 13 species of Culex, 1 species each of Armigeres, Orthopodomyia, Uranotaenia,
Tripyeroides, and Anopheles, and 2 species of Toxorhynchites. Analysis of the genetic structure of important mosquito
populations showed that the haplotype diversity index (Hd) of Ae. japonicus was 0.994 7, with a generally moderate degree of
differentiation between populations and a higher degree of genetic differentiation between populations 6 and 12; Aedeslbopictus had a haplotype diversity index of 0.634 0, with significant genetic differentiation between populations 1 and 2
compared to other groups; Armigeres subalbatus had a haplotype diversity index of 0.703 3, with substantial genetic
differentiation and limited gene flow between population 2 and populations 3, 4, 6, and 7. Conclusions The mosquito species
are rich in Wuyi Mountain Nature Reserve. A comprehensive survey of the composition and distribution of mosquito populations
was carried out, and the characteristics of the population genetic structure of the important species of Ae. japonicus, Ae.
Albopictus, and Ar. subalbatus populations were analyzed, providing valuable scientific data reference for local mosquito-borne
ecological research and disease prevention and control.
		                        		
		                        		
		                        		
		                        	
8.Clinical analysis of rejection after pediatric kidney transplantation
Jinghong TAN ; Wenrui WU ; Huanxi ZHANG ; Bowen XU ; Yongcheng WEI ; Jun LI ; Qian FU ; Chenglin WU ; Longshan LIU ; Changxi WANG
Chinese Journal of Organ Transplantation 2023;44(2):75-80
		                        		
		                        			
		                        			Objective:To explore the morbidity features and therapeutic outcomes of rejections in pediatric kidney transplantation (KT) recipients.Methods:Between January 2013 and June 2022, 360 children undergoing KT were recruited.The relevant clinical data were collected for examining the morbidity features and therapeutic outcomes of rejections.The serum levels of creatinine were compared among groups by non-parametric rank test.And Kaplan-Meier and Log-rank methods were employed for examining the incidence of rejection and comparing mortality-censored graft survival rates among patients with different times of rejection.Results:A total of 58 recipients had 82 incidents of rejection with a cumulative incidence of 6.3%, 9.2% and 11.3% at 3/6/12 months respectively.Among 50 incidents of biopsy-proved rejections, the types were T cell-mediated rejection [TCMR, 42.0%(21/50)], antibody-mediated rejection [20.0%(10/50), ABMR] and mixed rejection [38.0%(19/50)].Among 58 incidents of initial rejection, 69% had maintained graft function (MGF) and 31% impaired graft function (IGF) after anti-rejection regimens.Among 80.8%, 85.7% and 75% of recipients with clinical rejection, ABMR or borderline rejection while 36.4% in TCMR patients had MGF.Fifteen kidney allografts lost function in 58 recipients with rejection.Five-year death-censored graft survival was significantly lower in patients with two or more incidents of rejection (30.5%, 95% CI: 12.3%-75.4%) than in those without rejection (92.9%, 95% CI: 89.3%-96.6%) ( P<0.000 1) or with only one rejection (82.9%, 95% CI: 65.9%-100%)( P<0.001). Conclusions:The rejection rate remains high in KT children and it affects graft survival.And TCMR is more likely to cause impaired graft function.Recurrent rejections have a more pronounced impact upon graft survival.
		                        		
		                        		
		                        		
		                        	
9.Research on the mechanism of Atractylodes-Pinellia-Poria in the treatment of pancreatic cancer based on network pharmacology and molecular docking
Jirong WANG ; Xiaofei SHI ; Yuhui CHONG ; Lingru JIA ; Xueying WAN ; Ruimin LI
Journal of Pharmaceutical Practice 2023;41(10):616-624
		                        		
		                        			
		                        			Objective To predict the target of Atractylodes-Panxia-Poria in the treatment of pancreatic cancer, and to explore its potential molecular mechanism by using network pharmacology and molecular docking. Methods Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform (TCMSP), PharmMapper, OMIM, GeneCards, STRING, DAVID and Cytoscape software were used to construct a series of network diagrams. The core targets and conduct GO analysis and KEGG pathway enrichment analyses of the target genes were selected. Finally, molecular docking verification of key active ingredients and potential targets were conducted by AutoDock software. Results A total of 35 active ingredients, 190 related targets, 1566 targets of pancreatic cancer and 76 intersection targets were screened for the treatment of pancreatic cancer with Atractylodes-Panxia-Poria. These intersection targets were mainly involved in several biological processes, including positive regulation of gene expression, cytokine-mediated signaling pathway and regulation of apoptotic process, etc, which were also related to pathways in cancer, hepatitis B, colorectal cancer, chemical carcinogenesis-receptor activation, pancreatic cancer, and MAPK signaling pathway, etc. Molecular docking results showed that the main active components of Atractylodes-Panxia-Poria had certain affinity with the potential targets of pancreatic cancer. Conclusion Atractylodes-Panxia-Poria mainly exerts a therapeutic effect on pancreatic cancer through multi-component, multi-target and multi-pathway, which provides a certain theoretical basis for the clinical application of Atractylodes -Panxia-Poria in the treatment of pancreatic cancer.
		                        		
		                        		
		                        		
		                        	
10.Practical research on scientific research training of medical laboratory undergraduates during medical internship
Qiliang LI ; Ziyao LI ; Jinghong FENG ; Dongzhi WANG ; Wenqi SONG
Chinese Journal of Medical Education Research 2023;22(4):559-563
		                        		
		                        			
		                        			In order to optimize the undergraduate teaching methods and improve students' comprehensive competitiveness, this study explored the scientific research training methods of medical laboratory undergraduates during medical internship. On the premise of ensuring that students carry out clinical practice according to the internship plan, the research group leads students to carry out scientific research training in their spare time. The scientific research training was divided into two stages. In the first stage, on the basis of informed consent and independent choice, the students in the control group were trained by self-regulated learning and teachers' question answering, while the students in the experimental group were trained by the way of centralized scientific research lectures and scientific research practice. In the second stage, all the students were in independent research and exploration under the guidance of teachers within 5 months. The results showed that in the process of independent research, the time of topic selection in the experimental group [(3.5±1.1) days] was significantly shorter than that in the control group [( 5.4 ± 1.9) days], and the time of topic design in the experimental group [(12.2±2.5) days] was significantly shorter than that in the control group [(14.6±3.1) days]. It shows that carrying out scientific research training in the medical internship stage of undergraduates is helpful to increase the efficiency of students' later independent research and accelerate the process of independent research.
		                        		
		                        		
		                        		
		                        	
            
Result Analysis
Print
Save
E-mail