1.Construction and clinical validation of a machine learning-based nomogram model for predicting lymphatic leakage following radical prostatectomy
Xiudong YANG ; Xing LIU ; Xin LIU ; Yan JIANG ; Wei WANG ; Zongbin HE ; Sha HUANG ; Meihong WEN ; Yazhen LIU
The Journal of Practical Medicine 2025;41(21):3378-3384
Objective To identify risk factors associated with lymphatic leakage after laparoscopic radical prostatectomy(LRP)and to develop a machine learning-based nomogram for predicting such outcomes to support clinical prevention strategies.Methods We retrospectively analyzed perioperative data from 248 patients who underwent radical prostatectomy for prostate cancer between January 2020 and January 2024.Independent risk factors were identified through univariate and multivariate logistic regression analyses.A predictive model was developed,and its diagnostic performance was assessed by the area under the receiver operating characteristic curve(AUC).Five-fold cross-validation was performed to evaluate the model's generalizability.A nomogram was subsequently constructed to facilitate individualized risk quantification.Results Among the 248 patients,89(35.9%)developed lymphatic leakage,while 159(64.1%)did not.Independent risk factors for lymphatic leakage included intraopera-tive lymph node dissection(OR=5.415,95%CI:2.167~13.532,P<0.001),intraoperative plasma transfusion(OR=2.952,95%CI:1.524~5.718,P=0.001),and postoperative fasting duration of≥2 days(OR=1.412,95%CI:1.089~1.829,P=0.009).The predictive model showed good discrimination and calibration(AUC=0.711,95%CI:0.647~0.776,P<0.001;sensitivity:0.764;specificity:0.597).Model robustness was confirmed through five-fold cross-validation(training set AUC=0.822;test set AUC=0.829).The nomogram provided a clinically useful tool for quantifying individual risk of lymphatic leakage.Conclusions Intraoperative lymph node dissection,plasma transfusion,and postoperative fasting lasting≥2 days are independent risk factors for lymphatic leakage following radical prostatectomy.The validated predictive model demonstrates favorable clinical utility.
2.Exploring the sustainability of China's medical and health assistance and cooperation with Uganda
Ru-zhang JIANG ; Xiao-xing FU ; Jian JI ; Yi-hang LU ; Zhi-wei LENG
Chinese Journal of Health Policy 2025;18(2):69-75
Sustainability is a critical issue in China's medical and health assistance and cooperation with Africa.As China enters a new phase in this field,achieving sustainability presents both opportunities and challenges.Summarizing past successes and identifying barriers are of great practical significance for future development.This study examines the current state of China's medical and health assistance and cooperation with Uganda and finds that China has actively sought to integrate into local communities by collaborating with Ugandan medical institutions.However,several factors continue to constrain the sustainability of these efforts,including Uganda's fragmented public-private healthcare system heavily reliant on external aid,the personnel structure of Chinese medical teams,and linguistic and cultural barriers between China and Uganda.Based on official policy documents from both countries and field research findings,this study recommends supporting and assisting Uganda in establishing an independent healthcare system,with a particular focus on maternal and child health,youth health,and chronic disease management.Furthermore,strengthening cultural exchanges can contribute to the sustainable development of China-Uganda and broader China-Africa medical and health assistance and cooperation.
3.Effect of total glucosides of paeony on intestinal ischemia-reperfusion in-jury in rats based on RhoA/ROCK1 pathway
Wei-xing JIANG ; Cheng-yun SUO ; Ya-bo WANG
Chinese Journal of Current Advances in General Surgery 2025;28(3):169-174
Objective:To investigate the effect and mechanism of total glucosides of paeony(TGP)on intestinal ischemia reperfusion(IIR)injury in rats based on Ras homolog gene family member A(RhoA)/Rho-related coiled-coil protein kinase 1(Rock1)pathway.Method:The IIR rat models were established by clamping the superior mesenteric artery for 1 h,and the rats were randomly divided into Sham group,Model group,TGP group,TGP+Rhosin(RhoA inhibi-tor)group and TGP+LPA(RhoA agonistor)group,with 8 rats in each group.After 4 weeks of continuous administration once a day,the activity or level of intestinal barrier indexes[diamine oxidase(DAO),d-lactic acid(D-LA)and endotoxin(ET)]in plasma were detected by ELISA method,the wet/dry weight(W/D)ratio was calculated to evaluate the intestinal water content.The intestinal histopathological changes was observed by HE stainning,and the the degree of intestinal injury was evaluated by Chiu's score.The intestinal cells apoptosis was observed by TUNEL method.The inflammatory factors[tumor necrosis factor-α(TNF-α),interleukin-18(IL-18)and interleukin-1β(IL-1β)]in serum were detected by ELISA method.The oxidative stress indexes[malondialdehyde(MDA),superoxide dismutase(SOD)and catalase(CAT)]in serum were measured by spectrophotometry method.The expression of RhoA,ROCK1,nuclear factor-κB p65(NF-κB p65),hypoxia induciblefactor-1α(HIF-1α),zonula occludens protein-1(ZO-1),Occludin proteins were detected by Western blot method.Result:Compared with Model group,the activity of DAO and the content of D-LA,ET in plasma of TGP group and TGP+Rhosin group were significantly decreased,the W/D of intestinal were significantly decreased(P<0.05).The intestinal histopathological changes were significantly improved,the Chiu's score and cell poptosis index were significantly decreased(P<0.05).The content of TNF-α,IL-18,IL-1β,MDA in serum were significantly decreased,the activity of SOD,CAT were significantly increased(P<0.05).The expression of RhoA,ROCK1,NF-κB p65 proteins in in-testine tissue were significantly decreased,the expression of HIF-1α,ZO-1,Occludin proteins were significantly in-creased(P<0.05).Compared with TGP group,Rhosin significantly enhanced the effects of TGP on various detection indi-cators in IIR rats(P<0.05),while LPA significantly weakened the aforementioned effects of TGP(P<0.05).Conclusion:TGP could inhibiting inflammation,oxidative stress and improving intestinal barrier function by down-regulating RhoA/ROCK1 pathway,thus playing protective role against IIR injury in rats.
4.Construction and clinical validation of a machine learning-based nomogram model for predicting lymphatic leakage following radical prostatectomy
Xiudong YANG ; Xing LIU ; Xin LIU ; Yan JIANG ; Wei WANG ; Zongbin HE ; Sha HUANG ; Meihong WEN ; Yazhen LIU
The Journal of Practical Medicine 2025;41(21):3378-3384
Objective To identify risk factors associated with lymphatic leakage after laparoscopic radical prostatectomy(LRP)and to develop a machine learning-based nomogram for predicting such outcomes to support clinical prevention strategies.Methods We retrospectively analyzed perioperative data from 248 patients who underwent radical prostatectomy for prostate cancer between January 2020 and January 2024.Independent risk factors were identified through univariate and multivariate logistic regression analyses.A predictive model was developed,and its diagnostic performance was assessed by the area under the receiver operating characteristic curve(AUC).Five-fold cross-validation was performed to evaluate the model's generalizability.A nomogram was subsequently constructed to facilitate individualized risk quantification.Results Among the 248 patients,89(35.9%)developed lymphatic leakage,while 159(64.1%)did not.Independent risk factors for lymphatic leakage included intraopera-tive lymph node dissection(OR=5.415,95%CI:2.167~13.532,P<0.001),intraoperative plasma transfusion(OR=2.952,95%CI:1.524~5.718,P=0.001),and postoperative fasting duration of≥2 days(OR=1.412,95%CI:1.089~1.829,P=0.009).The predictive model showed good discrimination and calibration(AUC=0.711,95%CI:0.647~0.776,P<0.001;sensitivity:0.764;specificity:0.597).Model robustness was confirmed through five-fold cross-validation(training set AUC=0.822;test set AUC=0.829).The nomogram provided a clinically useful tool for quantifying individual risk of lymphatic leakage.Conclusions Intraoperative lymph node dissection,plasma transfusion,and postoperative fasting lasting≥2 days are independent risk factors for lymphatic leakage following radical prostatectomy.The validated predictive model demonstrates favorable clinical utility.
5.Exercise fear condition in patients with coronary heart disease participating in phase Ⅱ cardiac rehabil-itation after PCI and its influencing factors
Hong-xin HUANG ; Yi-fan JIA ; Kuan-lie JIANG ; Xing-jue LI ; Hua-kang WANG ; Wei LU
Chinese Journal of cardiovascular Rehabilitation Medicine 2025;34(1):1-6
Objective:To investigate exercise fear condition and its influencing factors in patients with coronary heart dis-ease(CHD)involving in phase Ⅱ cardiac rehabilitation after percutaneous coronary intervention(PCI).Methods:Conven-ience sampling was performed among cardiac rehabilitation patients from a Shanxi grade-A tertiary hospital between Janu-ary 2023 and June 2023.General data questionnaire,Tampa Scale for Kinesiophobia-Short Version for Heart patients(TSK-SV H),the Multidimensional Scale of Perceived Social Support(MSPSS)and the Post Percutaneous Coronary In-tervention Health Literacy Scale(PPCIHLS)were used for assessment.Pearson and Spearman rank correlation analyses were applied to investigate the relationships between social support factors and health literacy factors with patients'fear of exercise;multivariate linear regression models and quantile regression models were used to analyze the influencing factors of fear of exercise.Results:Among the 118 patients,average TSK-SV H score was(33.78±3.79)points;10.2%patients showed significant fear.The correlation analysis showed that PPCIHLS score was negatively correlated with TSK-SV H score(r=-0.423,P<0.001).Results from multivariate regression analysis indicated that health literacy,cardiac func-tion class and drinking status affected the average score of exercise fear(P<0.05 all).The quantile regression model pro-vided additional insights,showing that the impact of factors such as living situation,drinking status,cardiac function class and health literacy on exercise fear varied across different quantiles.Notably,cardiac function class had a consistently posi-tive effect on TSK-SV H score at various quantiles.Conclusion:Improving health literacy and tailored rehabilitation plans are vital to reduce exercise fear and improve cardiac rehabilitation effect.
6.Detection and risk factors of psycho-cardiological diseases in civil aviation aircrews
Xing LI ; Ting LI ; Wei JIANG ; Ye ZHU
Chinese Journal of Aerospace Medicine 2025;36(3):200-204
Objective:To investigate the detection rates of and risk factors for psycho-cardiological diseases in civil aviation aircrews.Methods:A total of 134 civil aviation aircrews with cardiovascular diseases detected during annual physical examinations at the Aviation Health Center of China Southern Airlines Co., Ltd. in 2023 were selected. Psychological evaluation was conducted using the Patient Health Questionnaire-9 for depression screening and the Generalized Anxiety Disorder-7 for anxiety screening. The results of psychological assessments were compared across civil aviation aircrews with cardiovascular diseases and of different types. Multiple Logistic regression analysis was used to identify risk factors to psycho-cardiological diseases.Results:Among the 134 aircrews with cardiovascular diseases, 30 were found to suffer from depression, 71 from anxiety, and 9 from both. The detection rate of psycho-cardiological diseases was 68.66% (92/134) and significantly different between crews who were different in age ( P=0.013), flying hours ( χ2=9.68, P=0.035), jobs ( χ2=16.33, P=0.008), and exercise habits ( χ2=11.35, P=0.042). No significant differences were observed in detection rates between genders or between those with a family history of disease and those without (both P>0.05). Multivariate Logistic regression analysis showed that ages 40-49 (compared to ages <30, OR=2.450, 95% CI: 1.324-4.563), flying hours of 10 000-20 000 h (compared to <5 000 h, OR=2.865, 95% CI: 1.452-5.683), pilots (compared to flight attendants, OR=3.123, 95% CI: 1.671-5.832), and inactivity (compared to regular physical activity, OR=2.156, 95% CI: 1.179-3.924) were risk factors for psycho-cardiological diseases. Conclusions:The detection rate of psycho-cardiological diseases is notably high among civil aviation aircrews, with a number of risk factors.
7.Role of transient receptor potential vanilloid 1 expression in rat monosodium iodoacetate induced temporomandibular joint osteoarthritis
Liqin XU ; Henghua JIANG ; Xing LONG ; Wei FANG
Chinese Journal of Stomatology 2025;60(10):1169-1175
Objective:Exploring the changes in the expression of transient receptor potential vanilloid 1 (TRPV1) in the peripheral and central nervous system in rats temporomandibular joint osteoarthritis (TMJOA) and its relationship with TMJOA pain .Methods:From February 2024 to April 2025, 48 healthy male Sprague Dawley rats were randomly divided into a control group and an experimental group, with 24 rats in each group. The modeling periods for both groups were 2, 4, and 6 weeks, with 8 rats per group at each time point. After bilateral injection of monosodium iodoacetate (MIA) into the temporomandibular joint (TMJ) cavity to establish a TMJOA model, the TMJ condyle, trigeminal ganglion (TG), trigeminal nucleus caudate (TNC), and hippocampal tissue were collected. Pain threshold detector von Frey silk was used to evaluate the head withdrawal threshold (HWT) of rats, and HE staining and micro-CT scanning were used to observe the histological changes of TMJ. Immunohistochemical staining was used to detect the expression of TRPV1 in TG and hippocampal tissues, as well as the expression of glial fibrillar acidic protein (GFAP) in TNC.Results:On the first day after modeling, the HWT of rats significantly decreased and then gradually increased. From day 7 to day 14, HWT decreased again, and after day 14, HWT gradually increased. Statistically significant differences were observed between the experimental group and the control group at each time point ( P<0.001). HE staining and micro-CT revealed that in the second week after modeling, the arrangement of condylar bone trabeculae was disordered, the trabeculae became thinner, the bone marrow cavity became larger, and then the trabeculae became thicker and the bone marrow cavity became smaller. The number of TRPV1 positive cells in TG of TMJOA rats reached its peak in the second week of modeling, and then gradually decreased in the fourth and sixth weeks ( P<0.001), with no statistically significant difference in the control group ( P=0.941). The number of GFAP positive cells in TNCs of TMJOA rats significantly increased, reaching its peak in the second week of modeling and gradually decreasing in the fourth and sixth weeks ( P<0.001). There was no statistically significant difference between the control group ( P=0.720). The number of TRPV1 positive cells in the hippocampus of TMJOA rats significantly increased. The number of TRPV1 positive cells reached its peak in the second week of modeling, and then gradually decreased in the fourth and sixth weeks ( P<0.001). There was no statistically significant difference between the control group ( P=0.776). Conclusions:In the MIA induced rat TMJOA model, the expression of TRPV1 in TG and hippocampal tissue, as well as the expression of GFAP in TNC, were upregulated, which may be involved in the occurrence and development of TMJOA pain and related to the development of TMJOA lesions.
8.Identification of chemical components of Angelica sinensis using UPLC-Q-TOF/MS and its the effect and mechanism of activating blood circulation
Wen-xing JIAO ; Jiang-xia WEI ; Jing-jing GUO ; Zhi-jun YANG ; Xi-cang YANG ; Xiu-juan YANG
Chinese Pharmacological Bulletin 2025;41(1):147-156
Aim To identify the chemical components of Angelica sinensis(AS)and explore the mechanism of AS in activating blood circulation.Methods UP-LC-Q-TOF-MS was used to identify the chemical com-ponents of AS.The changes of syndrome and patholog-ical section of heart in rats were observed.Hemody-namics and proteomics were measured.Results A to-tal of 270 compounds were identified from AS.It showed that rats of Angelica sinensis group were greatly improved such as arched back,shrugged fur,huddled up and less mobile,purplish paws and tails,whitish ear margins and nasolabial lips,reduced drinking and feed-ing,and slow response to external stimuli;mildly disor-dered myocardial fibre arrangement,myofibre arrange-ment was tighter than that of model group,myocardial fibres were narrower and close to normal,and mild oe-dema,exudation,and inflammatory cell infiltration could be seen in the surrounding area;SAP was signif-icantly lower and LVSP was significantly higher in An-gelica sinensis group(P<0.05).Proteomics showed that 62 differential proteins were screened in Angelica sinensis group compared to model,GO function were concentrated in the extracellular matrix,cytoskeletal proteins binding and protein hydrolysis negatively regu-lated.KEGG pathway were enriched in signalling path-ways such as complement and coagulation cascades,cellular focal adhesion,leukocyte transendothelial mi-gration and chemokine signalling pathways.Conclu-sions AS probably through the expression of proteins,which modulate the signalling pathways of the comple-ment and coagulation cascade reactions and the con-traction of vascular smooth muscle.
9.Guideline for Adult Weight Management in China
Weiqing WANG ; Qin WAN ; Jianhua MA ; Guang WANG ; Yufan WANG ; Guixia WANG ; Yongquan SHI ; Tingjun YE ; Xiaoguang SHI ; Jian KUANG ; Bo FENG ; Xiuyan FENG ; Guang NING ; Yiming MU ; Hongyu KUANG ; Xiaoping XING ; Chunli PIAO ; Xingbo CHENG ; Zhifeng CHENG ; Yufang BI ; Yan BI ; Wenshan LYU ; Dalong ZHU ; Cuiyan ZHU ; Wei ZHU ; Fei HUA ; Fei XIANG ; Shuang YAN ; Zilin SUN ; Yadong SUN ; Liqin SUN ; Luying SUN ; Li YAN ; Yanbing LI ; Hong LI ; Shu LI ; Ling LI ; Yiming LI ; Chenzhong LI ; Hua YANG ; Jinkui YANG ; Ling YANG ; Ying YANG ; Tao YANG ; Xiao YANG ; Xinhua XIAO ; Dan WU ; Jinsong KUANG ; Lanjie HE ; Wei GU ; Jie SHEN ; Yongfeng SONG ; Qiao ZHANG ; Hong ZHANG ; Yuwei ZHANG ; Junqing ZHANG ; Xianfeng ZHANG ; Miao ZHANG ; Yifei ZHANG ; Yingli LU ; Hong CHEN ; Li CHEN ; Bing CHEN ; Shihong CHEN ; Guiyan CHEN ; Haibing CHEN ; Lei CHEN ; Yanyan CHEN ; Genben CHEN ; Yikun ZHOU ; Xianghai ZHOU ; Qiang ZHOU ; Jiaqiang ZHOU ; Hongting ZHENG ; Zhongyan SHAN ; Jiajun ZHAO ; Dong ZHAO ; Ji HU ; Jiang HU ; Xinguo HOU ; Bimin SHI ; Tianpei HONG ; Mingxia YUAN ; Weibo XIA ; Xuejiang GU ; Yong XU ; Shuguang PANG ; Tianshu GAO ; Zuhua GAO ; Xiaohui GUO ; Hongyi CAO ; Mingfeng CAO ; Xiaopei CAO ; Jing MA ; Bin LU ; Zhen LIANG ; Jun LIANG ; Min LONG ; Yongde PENG ; Jin LU ; Hongyun LU ; Yan LU ; Chunping ZENG ; Binhong WEN ; Xueyong LOU ; Qingbo GUAN ; Lin LIAO ; Xin LIAO ; Ping XIONG ; Yaoming XUE
Chinese Journal of Endocrinology and Metabolism 2025;41(11):891-907
Body weight abnormalities, including overweight, obesity, and underweight, have become a dual public health challenge in Chinese adults: overweight and obesity lead to a variety of chronic complications, while underweight increases the risks of malnutrition, sarcopenia, and organ dysfunction. To systematically address these issues, multidisciplinary experts in endocrinology, sports science, nutrition, and psychiatry from various regions have held multiple weight management seminars. Based on the latest epidemiological data and clinical evidence, they expanded the guideline to include assessment and intervention strategies for underweight, in addition to the core content of obesity management. This guideline outlines the etiological mechanisms, evaluation methods, and multidimensional management strategies for overweight and obesity, covering key areas such as diagnosis and assessment, medical nutrition therapy, exercise prescription, pharmacological intervention, and psychological support. It is intended to provide a scientific and standardized approach to weight management across the adult population, aiming to curb the rising prevalence of obesity, mitigate complications associated with abnormal body weight, and improve nutritional status and overall quality of life.
10.Association study on abdominal aortic hemodynamic parameters based on four-dimensional flow MRI with renal function in chronic kidney disease
Qinling ZONG ; Liang PAN ; Hua ZHOU ; Zhenxing JIANG ; Jiule DING ; Nan SHEN ; Jie CHEN ; Wei XING
Chinese Journal of Radiology 2025;59(2):212-217
Objective:To explore the correlation between renal function and abdominal aortic hemodynamic parameters based on four-dimensional flow(4D Flow) MRI in patients with chronic kidney disease (CKD).Methods:A cross-section prospective study was conducted on 73 patients diagnosed with CKD at First People′s Hospital of Changzhou between March 2021 and May 2023, as well as 13 volunteers without kidney injury. According to the estimated glomerular filtration rate (eGFR), the subjects were divided into CKD 1-3 stage group ( n=34), CKD 4-5 stage group ( n=39), and control group ( n=13). All subjects underwent 4D Flow MRI examination of the abdominal aorta, measuring pulse wave velocity (PWV), peak velocity, and maximum wall shear stress (WSS) at the proximal plane (Plane_1) and the higher renal artery opening plane (Plane_2) of the abdominal aorta. The differences in 4D Flow MRI hemodynamic parameters among the three groups were compared using a one-way analysis of variance or the Kruskal-Wallis test. The correlation between 4D Flow MRI hemodynamic parameters and eGFR was analyzed by using the Spearman correlation coefficient. The independent influencing factors that affect eGFR were analyzed by using multivariate linear regression analysis. Results:There were significant differences in abdominal aortic PWV and maximal WSS of Plane_1 and Plane_2 among the three groups ( H=10.38, P=0.006; F=11.16, P<0.001; F=4.75, P=0.011). There were no significant differences in the peak velocity of Plane_1 and Plane_2 among the three groups (both P>0.05). Abdominal aortic PWV was negatively correlated with eGFR ( r s=-0.30, P=0.005). There was a positive correlation between the maximal WSS of Plane_1 and Plane_2 with eGFR ( r s=0.39, P<0.001; r s=0.29, P=0.006). Abdominal aortic PWV and maximal WSS of Plane_1 were independent influencing factors of eGFR (b=-4.32, P=0.018; b=132.23, P=0.004). Conclusions:There is an independent correlation between renal function and abdominal aortic hemodynamic parameters based on 4D Flow MRI in patients with CKD, and abdominal aortic PWV and maximal WSS of Plane_1 were independent influencing factors of eGFR.

Result Analysis
Print
Save
E-mail