1.Risk prediction of early esophageal varices in patients with liver cirrhosis based on interpretable machine learning
Yuheng YIN ; Yuwen WANG ; Jie FAN ; Chun YANG ; Wei WANG
Journal of Chongqing Medical University 2025;50(3):389-396
Objective:To investigate the risk factors for esophageal varices in patients with liver cirrhosis,to establish a predictive model,and to provide reasonable guidance for the prevention of early esophageal varices in patients with liver cirrhosis.Methods:A retrospective analysis was performed for 1 113 patients with liver cirrhosis who attended the hospitals in Chongqing,China from Decem-ber 2006 to May 2021.Recursive feature elimination(RFE)and four machine learning methods were used for the screening of features,and five machine learning predictive models were established by logistic regression,random forest,support vector machine(SVM),de-cision tree,and eXtreme Gradient Boosting(XGBoost).The receiver operating characteristic(ROC)curve was used to evaluate the per-formance of each model,and the model with the best performance was used to investigate the risk factors for esophageal varices in pa-tients with liver cirrhosis.SHAP plots were used to explain the impact of each risk factor on patients.Results:The XGBoost model showed the best performance in predicting the risk of esophageal varices in patients with liver cirrhosis,with an area under the ROC curve of 0.872(95%CI=0.813-0.918).SHAP plots showed that platelet count,diameter of the portal vein,cholinesterase,albumin,ala-nine aminotransferase,hemoglobin,prothrombin ratio,prothrombin time,and serum total protein were risk factors for esophageal vari-ces in patients with liver cirrhosis.Conclusion:This study shows that the XGBoost predictive model has a relatively high predictive value,and the risk factors obtained by this model have a certain guiding significance for the clinical prevention and treatment of early esophageal varices in patients with liver cirrhosis.
2.Study on accumulation of polysaccharide and steroid components in Polyporus umbellatus infected by Armillaria spp.
Ming-shu YANG ; Yi-fei YIN ; Juan CHEN ; Bing LI ; Meng-yan HOU ; Chun-yan LENG ; Yong-mei XING ; Shun-xing GUO
Acta Pharmaceutica Sinica 2025;60(1):232-238
In view of the few studies on the influence of
3.Effect of coping styles and psychological suzhi on relationship between depression and stressors in postgraduates
Chun YANG ; Dehua WU ; Xiaoyi LIU ; Yang CHEN ; Zhongjing YUAN ; Huazhan YIN
Chinese Mental Health Journal 2025;39(2):180-185
Objective:To explore the relationship between depressive symptoms and stressors among post-graduates and the role of coping styles and psychological suzhi between them.Methods:A total of 775 postgradu-ates were recruited.They were assessed with the Center for Epidemiological Studies Depression Scale(CES-D),Psychological Stressors Scale of Postgraduates(PSSP),Simplified Coping Style Questionnaire(SCSQ),and Col-lege Students Psychological Suzhi Brief Mental Health Version(CSPS-B-MH).Results:The detection rate of de-pression among postgraduates was 52.0%.Postgraduate stressors were positively associated with depression(β=0.47).Coping styles played a partial mediating role in the relationship between stressors and depression in postgrad-uates,with the mediation effect accounting for 24.76%of the total effect.Psychological suzhi was shown to moder-ate the effect of stressors on depression(β=-0.07)and positive coping on depression(β=-0.05).Conclusion:Postgraduate stressors could affect depression through the mediating role of coping styles and the moderating role of psychological suzhi.
4.Disease burden and trends in enteric infections in China,1990-2021:a One Health perspective
Jing TAN ; Fei WANG ; Shi-pan CHEN ; Xiao-chun LI ; Hong-xin JU ; Chun-xiao YANG ; Wen-qiang YIN ; Lan-hua LI
Chinese Journal of Zoonoses 2025;41(5):472-479
This study analyzed the burden and trends in enteric infections in China from 1990 to 2021 from a One Health perspec-tive.Data on mortality associated with enteric infections were extracted from the 2021 Global Burden of Disease(GBD)database.The analysis focused on assessing the mortality rates of enteric infectious diseases attributed to various etiologies and risk factors,along with the age and sex distribution,from 1990 to 2021.Average annual percentage change(AAPC)was used to assess the total changes in disease burden.The age-standardized mortality rate of intestinal infections in China decreased from 9.642/100 000 in 1990 to 0.439/100 000 in 2021,with an AAPC of-57.103%(95%CI:-57.118%to-57.088%).In 2021,Rotavirus,Norovirus,and Crypto-sporidium were the top three etiologies contributing to disease burden,with mortality rates of 1.020/100 000,0.040/100 000 and 0.079/100 000,respectively.A significant variation in etiology distribution was observed across age groups:Rotavirus,Shigella,and Crypto-sporidium dominated among children under 5 years of age,whereas Cryptosporidium,Norovirus,and Clostridioides difficile were more prevalent in older populations.Risk factor analysis indicated that unsafe water sources and poor sanitation accounted for 73.394%of all enteric disease-related deaths.In conclusion,the burden of enteric infections in China markedly declined from 1990 to 2021,and sig-nificant variations in the etiological spectrum and disease burden were observed across age groups.The persistent effects of unsafe wa-ter sources and poor sanitation underscore the need for targeted interventions to further decrease the burden of these diseases.Our find-ings highlight the success of public health interventions in decreasing the burden of enteric infections in China,while emphasizing the need for targeted measures to address disparities in high-risk populations and improve environmental sanitation.
5.Effect of coping styles and psychological suzhi on relationship between depression and stressors in postgraduates
Chun YANG ; Dehua WU ; Xiaoyi LIU ; Yang CHEN ; Zhongjing YUAN ; Huazhan YIN
Chinese Mental Health Journal 2025;39(2):180-185
Objective:To explore the relationship between depressive symptoms and stressors among post-graduates and the role of coping styles and psychological suzhi between them.Methods:A total of 775 postgradu-ates were recruited.They were assessed with the Center for Epidemiological Studies Depression Scale(CES-D),Psychological Stressors Scale of Postgraduates(PSSP),Simplified Coping Style Questionnaire(SCSQ),and Col-lege Students Psychological Suzhi Brief Mental Health Version(CSPS-B-MH).Results:The detection rate of de-pression among postgraduates was 52.0%.Postgraduate stressors were positively associated with depression(β=0.47).Coping styles played a partial mediating role in the relationship between stressors and depression in postgrad-uates,with the mediation effect accounting for 24.76%of the total effect.Psychological suzhi was shown to moder-ate the effect of stressors on depression(β=-0.07)and positive coping on depression(β=-0.05).Conclusion:Postgraduate stressors could affect depression through the mediating role of coping styles and the moderating role of psychological suzhi.
6.Disease burden and trends in enteric infections in China,1990-2021:a One Health perspective
Jing TAN ; Fei WANG ; Shi-pan CHEN ; Xiao-chun LI ; Hong-xin JU ; Chun-xiao YANG ; Wen-qiang YIN ; Lan-hua LI
Chinese Journal of Zoonoses 2025;41(5):472-479
This study analyzed the burden and trends in enteric infections in China from 1990 to 2021 from a One Health perspec-tive.Data on mortality associated with enteric infections were extracted from the 2021 Global Burden of Disease(GBD)database.The analysis focused on assessing the mortality rates of enteric infectious diseases attributed to various etiologies and risk factors,along with the age and sex distribution,from 1990 to 2021.Average annual percentage change(AAPC)was used to assess the total changes in disease burden.The age-standardized mortality rate of intestinal infections in China decreased from 9.642/100 000 in 1990 to 0.439/100 000 in 2021,with an AAPC of-57.103%(95%CI:-57.118%to-57.088%).In 2021,Rotavirus,Norovirus,and Crypto-sporidium were the top three etiologies contributing to disease burden,with mortality rates of 1.020/100 000,0.040/100 000 and 0.079/100 000,respectively.A significant variation in etiology distribution was observed across age groups:Rotavirus,Shigella,and Crypto-sporidium dominated among children under 5 years of age,whereas Cryptosporidium,Norovirus,and Clostridioides difficile were more prevalent in older populations.Risk factor analysis indicated that unsafe water sources and poor sanitation accounted for 73.394%of all enteric disease-related deaths.In conclusion,the burden of enteric infections in China markedly declined from 1990 to 2021,and sig-nificant variations in the etiological spectrum and disease burden were observed across age groups.The persistent effects of unsafe wa-ter sources and poor sanitation underscore the need for targeted interventions to further decrease the burden of these diseases.Our find-ings highlight the success of public health interventions in decreasing the burden of enteric infections in China,while emphasizing the need for targeted measures to address disparities in high-risk populations and improve environmental sanitation.
7.CBX4 regulates proliferation and apoptosis of esophageal squamous cell carcinoma through p38 MAPK signaling pathway
Yan-Chun MA ; Yu-Yan HUA ; Rui LIU ; A-Jing WU ; Xiao-Jie YIN ; Jie YANG
Chinese Pharmacological Bulletin 2024;40(9):1673-1679
Aim To investigate the expression level of CBX4 in esophageal squamous cell carcinoma(ESCC)and the effect of CBX4 on ESCC proliferation and un-derlying molecular mechanisms.Methods The ex-pression of CBX4 in different cancers was analyzed in Pan-cancers.The expression level of CBX4 in ESCC was analyzed by t-test based on Gene Expression Omni-bus(GEO)data.The viability of CBX4-overex-pressed/knockdown ESCC cells was detected by MTT assay,colony formation assay and flow cytometry assay.Furthermore,the tumor volumn,tumor weight and Ki67 expression were measured by mouse xenograft assay and immunohistochemistry.The mRNA and protein ex-pression levels of apoptosis-related genes PARP、Bcl-2、Bax were determined by qRT-PCR and Western blot,respectively.In addition,the underlying molecular mechanism of CBX4 in ESCC was revealed by qRT-PCR and Western blot.Results CBX4 was upregulat-ed in various cancers.The expression level of CBX4 in ESCC was higher than that in normal tissues(P<0.05)based on Gene Expression Omnibus(GEO)da-ta.Compared with the normal group,the proliferation of CBX4 knockdown ESCC cells was significantly in-hibited and the apoptosis was promoted(P<0.05).Meanwhile,the mRNA and protein expression levels of cleaved PARP and Bax were upregulated while that of Bcl-2 was downregulated.In CBX4 overexpression group,tumor volume in vivo increased(P<0.05).Immunohistochemical results also showed an increase in Ki67 expression.Furthermore,the results of RNA-seq,bioinformatics analysis and qRT-PCR experiments indicated that CBX4 probably regulated the prolifera-tion and apoptosis of ESCC through p38 MAPK signa-ling pathway.Conclusion CBX4 is highly expressed in ESCC and plays as an oncogene role,which might regulate cell proliferation through the p38 MAPK signa-ling pathway.
8.Asia-Pacific consensus on long-term and sequential therapy for osteoporosis
Ta-Wei TAI ; Hsuan-Yu CHEN ; Chien-An SHIH ; Chun-Feng HUANG ; Eugene MCCLOSKEY ; Joon-Kiong LEE ; Swan Sim YEAP ; Ching-Lung CHEUNG ; Natthinee CHARATCHAROENWITTHAYA ; Unnop JAISAMRARN ; Vilai KUPTNIRATSAIKUL ; Rong-Sen YANG ; Sung-Yen LIN ; Akira TAGUCHI ; Satoshi MORI ; Julie LI-YU ; Seng Bin ANG ; Ding-Cheng CHAN ; Wai Sin CHAN ; Hou NG ; Jung-Fu CHEN ; Shih-Te TU ; Hai-Hua CHUANG ; Yin-Fan CHANG ; Fang-Ping CHEN ; Keh-Sung TSAI ; Peter R. EBELING ; Fernando MARIN ; Francisco Javier Nistal RODRÍGUEZ ; Huipeng SHI ; Kyu Ri HWANG ; Kwang-Kyoun KIM ; Yoon-Sok CHUNG ; Ian R. REID ; Manju CHANDRAN ; Serge FERRARI ; E Michael LEWIECKI ; Fen Lee HEW ; Lan T. HO-PHAM ; Tuan Van NGUYEN ; Van Hy NGUYEN ; Sarath LEKAMWASAM ; Dipendra PANDEY ; Sanjay BHADADA ; Chung-Hwan CHEN ; Jawl-Shan HWANG ; Chih-Hsing WU
Osteoporosis and Sarcopenia 2024;10(1):3-10
Objectives:
This study aimed to present the Asia-Pacific consensus on long-term and sequential therapy for osteoporosis, offering evidence-based recommendations for the effective management of this chronic condition.The primary focus is on achieving optimal fracture prevention through a comprehensive, individualized approach.
Methods:
A panel of experts convened to develop consensus statements by synthesizing the current literature and leveraging clinical expertise. The review encompassed long-term anti-osteoporosis medication goals, first-line treatments for individuals at very high fracture risk, and the strategic integration of anabolic and anti resorptive agents in sequential therapy approaches.
Results:
The panelists reached a consensus on 12 statements. Key recommendations included advocating for anabolic agents as the first-line treatment for individuals at very high fracture risk and transitioning to anti resorptive agents following the completion of anabolic therapy. Anabolic therapy remains an option for in dividuals experiencing new fractures or persistent high fracture risk despite antiresorptive treatment. In cases of inadequate response, the consensus recommended considering a switch to more potent medications. The consensus also addressed the management of medication-related complications, proposing alternatives instead of discontinuation of treatment.
Conclusions
This consensus provides a comprehensive, cost-effective strategy for fracture prevention with an emphasis on shared decision-making and the incorporation of country-specific case management systems, such as fracture liaison services. It serves as a valuable guide for healthcare professionals in the Asia-Pacific region, contributing to the ongoing evolution of osteoporosis management.
9.Inhibitory effect of miR-133a on liver cancer through tar-geted regulation of G6PD expression
Ya-Dong WANG ; Xue-Jun SUN ; Chun-Yu YANG ; Gui-Ping WANG ; Ming JIN ; He LI ; Jia-Jun YIN
Chinese Journal of Current Advances in General Surgery 2024;27(1):25-29
Objective:To explore if miR-133a is involved in the occurrence and development of hepatocellular carcinoma(HCC)via regulating G6PD.Methods:Bioinformatics analysis predicted the binding sites of miR-133a and G6PD;RT-PCR or western blot was used to assess the expres-sion of miR-133a and G6PD in HCC tissues and the adjacent normal tissues;CCK-8 and flow cy-tometry assays were performed to evaluate the effects of miR-133a/G6PD on cell proliferation,apop-tosis;Fluorescent reporter gene and western blot assays were used to assess the effect of miR-133a on G6PD expression.Results:miR-133a expression was decreased in HCC tissues while G6PD was increased(P0.01);Up-regulation of miR-133a significantly reduced G6PD expression(P<0.01);up-reg-ulation of miR-133a inhibited cell growth and promoted cell apoptosis(P<0.05),whereas these effects induced by miR-133a over-expression were all abolished when G6PD was up-regulated(P<0.01).Conclusion:miR-133a represses the occurrence and development of HCC via targeting G6PD.
10.Correlation between chemokine CX3C ligand 1, CX3C chemokine receptor 1 and heart function grade, prognosis in patients with chronic heart failure
Chun YANG ; Lei LYU ; Yugang YIN ; Lin CHEN
Chinese Journal of Postgraduates of Medicine 2024;47(9):780-785
Objective:To analyze the correlation between chemokine CX3C ligand 1 (CX3CL1), CX3C chemokine receptor 1 (CX3CR1) and heart function grade, prognosis in patients with chronic heart failure (CHF).Methods:The clinical data of 200 patients with CHF from June 2021 to June 2023 in General Hospital of Eastern Theater of the Chinese People′s Liberation Army and Wuhan Asia Heart Hospital were retrospectively analyzed, and all patients received standardized treatment for heart failure. The baseline clinical data were recorded; the levels of CX3CL1 and CX3CR1 were detected by enzyme linked immunosorbent assay; the heart function grade was evaluated by New York Heart Association (NYHA) heart function grade method. The patients were followed up until December 2023, the patients were divided into poor prognosis group (all-cause death and readmission due to heart failure) and good prognosis group based on their prognosis. Pearson method was used for correlation analysis. Multivariate Logistic regression analysis was used to analyze the independent risk factors of poor prognosis in patients with CHF.Results:Among the 200 patients, NYHA heart function grade Ⅰ to Ⅱ was in 80 cases, Ⅲ to Ⅳ in 120 cases. The levels of CX3CL1 and CX3CR1 in patients with NYHA heart function grade Ⅲ to Ⅳ were significantly higher than those in patients with NYHA heart function grade Ⅰ to Ⅱ: (3.34 ± 0.45) mg/L vs. (2.45 ± 0.26) mg/L and (8.71 ± 0.92) mg/L vs. (2.53 ± 0.35) mg/L, and there were statistical differences ( t = 15.99 and 57.34, P<0.01). The proportion of age<60 years old, rate of coronary heart disease, CX3CL1, CX3CR1, body mass index and high-sensitivity C-reactive protein in poor prognosis group (40 cases) were significantly higher than those in good prognosis group (160 cases): 82.50% (33/40) vs. 10.62% (17/160), 90.00% (36/40) vs. 68.12% (109/160), (3.26 ± 0.77) mg/L vs. (2.25 ± 0.27) mg/L, (8.35 ± 2.01) mg/L vs. (2.48 ± 0.31) mg/L, (26.80 ± 3.55) kg/m 2 vs. (24.74 ± 2.76) kg/m 2 and (9.31 ± 2.19) mg/L vs. (3.58 ± 2.28) mg/L, the rate of smoking history and left ventricular ejection fraction were significantly lower than those in good prognosis group: 37.50% (15/40) vs. 46.88% (75/160) and (30.14 ± 5.77)% vs. (59.40 ± 6.58)%, and there were statistical differences ( P<0.01). Pearson correlation analysis result showed that the CX3CL1 and CX3CR1 were positively correlated with NYHA heart function grade ( r = 0.29 and 0.34, P<0.05), and negatively correlated with prognosis ( r = - 0.54 and - 0.36, P<0.05). Multivariate Logistic regression analysis result showed that the CX3CL1 and CX3CR1 were the independent risk factors of poor prognosis in patients with CHF ( OR = 2.110 and 1.566, 95% CI 0.445 to 3.125 and 0.270 to 3.455, P<0.01). Conclusions:The CX3CL1 and CX3CR1 are closely related to the heart function grade in patients with CHF. At the time of CHF patient admission, it may be considered to combine the two indicators for preliminary evaluation of and provide targeted interventions to improve prognosis.

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