1.Artificial intelligence warning model for urosepsis after upper urinary tract stone surgery:based on clinical multimodal data
Yongwen CHEN ; Xiaoyan LUO ; Yanqiu LIANG ; Yulu WANG ; Baofei TAN ; Yifeng CHEN ; Bin LIANG ; Beiyuan HUANG ; Jiajia WEI ; Zuheng WANG ; Fubo WANG ; Guijian PANG
Academic Journal of Naval Medical University 2025;46(7):889-897
Objective To construct and validate a prediction model for urosepsis in patients after upper urinary tract stone surgery using various machine learning algorithms.Methods A total of 7 464 upper urinary tract stone patients who underwent surgery at the Sixth Affiliated Hospital of Guangxi Medical University from Jun.2018 to Jun.2023 were enrolled and randomly assigned to training(5 224 cases)or validation sets(2 240 cases)at a ratio of 7∶3.Among them,622(8.33%)cases developed urosepsis postoperatively.Six machine learning algorithms,including extreme gradient boosting(XGBoost),logistic regression,light gradient boosting machine(LightGBM),random forest(RF),adaptive boosting(AdaBoost),and gradient boosting decision tree(GBDT),were used to construct prediction models for postoperative urosepsis.The model's predictive ability and clinical benefits were evaluated using receiver operating characteristic(ROC)curves,Shapley additive explanation(SHAP)analysis,calibration curves,and decision curve analysis(DCA).Results The clinical features included body mass index(BMI),number of surgeries,heart rate,Barthel index,venous thrombo embolism(VTE)risk assessment,gender,American Society of Anesthesiologists(ASA)grade,urinary nitrite,and urinary leukocyte in the models.In the training set,the XGBoost,LightGBM,and RF models performed excellently,with area under curve(AUC)values of ROC curves reaching 1.00.In the validation set,the logistic regression model performed the best,with an AUC value of ROC curve of 0.76,showing good predictive stability and calibration.The AdaBoost and GBDT models followed with AUC values of 0.74 and 0.75,respectively,while the AUC values of the LightGBM,XGBoost,and RF models were 0.71,0.70,and 0.68.In terms of model interpretability,SHAP analysis showed the contribution of variables in a descending order as:heart rate,urinary leukocytes,gender,BMI,Barthel index,VTE risk assessment,urinary nitrite,number of surgeries,and ASA grade.Conclusion A logistic regression model for early risk prediction of postoperative urosepsis in upper urinary tract stone patients has been successfully constructed.This model has good predictive performance and calibration,and can effectively assist clinical diagnosis.
2.GBP3 negatively regulates HTLV-1 replication in a GTPase-dependent manner
Yanzi LIU ; Xin ZHAO ; Xiao QIN ; Yulu HUANG ; Xi YANG ; Qingqing FAN ; Bo YANG ; Jie WANG
Chinese Journal of Immunology 2025;41(3):535-539
Objective:To investigate the effect of GBP3 on replication of adult T-lymphocytic leukemia virus type 1(HTLV-1).Methods:Expression of GBP3 in HTLV-1-infected HeLa cell and THP1 cell was detected by Western blot.The knock-down efficiency of siRNAs targeting GBP3 in HeLa and THP1 cells was evaluated by Western blot.Effects of GBP3 overexpression or knockdown on expression of HTLV-1 proviral transcripts Tax,px,HBZ,Gag,ENV,5'UTR,and viral proteins Tax,p19 were investigated by RT-qPCR and Western blot.GTPase-defective mutant of GBP3,GBP3K51A was constructed to explore whether the effects of GBP3 on HTLV-1 infection were dependent on its GTPase activity.Results:GBP3 expression was upregulated in HTLV-1 infected HeLa and THP1 cells.GBP3 overexpression decreased expression of HTLV-1 proviral transcripts and viral proteins,whereas the knockdown of GBP3 has the opposite effects.Overexpression of GBP3K51A increased expression of HTLV-1 proviral transcripts and viral proteins.Conclusion:HTLV-1 virus infection can induce expression of GBP3;overexpression of GBP3 inhibits virus replication and may depend on GTPase.
3.A single-center analysis of the short-term efficacy and safety of RAPN in 45 patients with non-metastatic pT 3a renal cell carcinoma
Xiangpeng ZOU ; Yunhan LUO ; Zhiling ZHANG ; Zhaohui ZHOU ; Longbin XIONG ; Yulu PENG ; Yixin HUANG ; Xin LUO ; Wensu WEI ; Zhenhua LIU ; Pei DONG ; Shengjie GUO ; Hui HAN ; Fangjian ZHOU
Chinese Journal of Urology 2025;46(5):369-375
Objective:To analyze the short-term efficacy and safety of robot-assisted laparoscopic partial nephrectomy(RAPN)for non-metastatic pathological stage T 3a renal cell carcinoma. Methods:The clinical and pathological data of 45 patients with pathologically confirmed non-metastatic T 3a renal cell carcinoma who underwent RAPN at Sun Yat-sen University Cancer Center between January 2016 and December 2023 were retrospectively reviewed. There were 30 males and 15 females. The average age of the cohort was(54.3±10.7)years,and the average clinical tumor diameter was(4.9±1.8)cm. Of all the patients,35(77.8%)were asymptomatic,7(15.6%)presented with hematuria,and 3(6.7%)presented with lumbar pain. Preoperative imaging assessed 34 patients(75.6%)as having clinical stage T 3a,all suspected of involving the collecting system or perirenal fat invasion;the remaining 11 patients(24.4%)were assessed as having stage T 1-2 disease. The median R.E.N.A.L. nephrectomy score was 8.0(7.0,10.0). A history of hypertension,diabetes,or chronic kidney disease was present in 18 patients(40.0%). The primary endpoint was progression-free survival,and the secondary endpoints included postoperative complications and short-term renal function outcomes. Survival curve was estimated using the Kaplan-Meier method,and renal function comparisons were made using the paired t-test. Results:The RAPN was performed through a transabdominal approach in 32 patients(71.1%),with a median estimated blood loss of 150.0(50.0,300.0)ml. Seven(15.6%)patients required intraoperative blood transfusion. The median length of postoperative hospital stay was 4.0(4.0,6.0)days. Postoperative complications occurred in 6 patients(13.3%),including 5(11.1%)with mild complications and 1(2.2%)with a severe complication. Renal function returned to baseline in 24 of 39 evaluable patients(61.5%),while 3 patients(7.7%)developed surgery-related chronic kidney disease 3 to 12 months postoperatively,but none required dialysis. The median follow-up time was 31.8(22.7,50.9)months,12(26.7%)patients received programmed cell death protein 1 inhibitor adjuvant therapy postoperatively. During follow-up,3 patients experienced tumor recurrence,the 3-year progression-free survival rate of the entire cohort was 95.4%.Conclusions:For some carefully selected patients with T 3a renal cell carcinoma,RAPN performed by experienced surgeons is a feasible and safe option,providing excellent short-term oncological outcomes,complication control,and renal function recovery. The long-term efficacy remains to be seen.
4.Study on the Distribution Pattern and Driving Factors of Health Poverty among Middle-aged and Elderly People with Chronic Diseases
Hongyu LI ; Bing WU ; Chenxi ZHANG ; Yongqiang LAI ; Xinwei LIU ; Yulu TIAN ; Qianqian GE ; Xianhong HUANG ; Haijun YANG ; Fang YIN ; Yujuan XU ; Ye LI
Chinese Hospital Management 2025;45(3):40-44
Objective Based on the assumption of spatial heterogeneity,the distribution pattern and risk characteristics of health poverty in middle-aged and elderly people with chronic diseases are described from the perspective of spatial differentiation.In order to providing a theoretical basis for the optimization of subsequent poverty reduction policies and a model policy for other countries.Methods It used factor detector and interaction detector to capture the role of single-factor and multi-factor interactions on the spatial differentiation of health poverty,and risk detectors were utilized to explore the high-risk factors in risky areas Results The single factor explanation of medical assistance and health education activities is prominent,and the factors such as PM2.5,old-age dependency ratio and urban unemployment rate have strong interaction.Furthermore,it identified high-risk factor characteristics in areas at high risk of health poverty.Conclusion The spatial differentiation pattern of health poverty among the middle-aged and elderly chronic disease population in China is the result of the synergistic driving effect of multidimensional factors,and there is variability in the risk characteristics among regions.The government should establish a contextual optimization strategy and pay attention to the joint effect of multiple factors to establish a synergistic management system.
5.GBP3 negatively regulates HTLV-1 replication in a GTPase-dependent manner
Yanzi LIU ; Xin ZHAO ; Xiao QIN ; Yulu HUANG ; Xi YANG ; Qingqing FAN ; Bo YANG ; Jie WANG
Chinese Journal of Immunology 2025;41(3):535-539
Objective:To investigate the effect of GBP3 on replication of adult T-lymphocytic leukemia virus type 1(HTLV-1).Methods:Expression of GBP3 in HTLV-1-infected HeLa cell and THP1 cell was detected by Western blot.The knock-down efficiency of siRNAs targeting GBP3 in HeLa and THP1 cells was evaluated by Western blot.Effects of GBP3 overexpression or knockdown on expression of HTLV-1 proviral transcripts Tax,px,HBZ,Gag,ENV,5'UTR,and viral proteins Tax,p19 were investigated by RT-qPCR and Western blot.GTPase-defective mutant of GBP3,GBP3K51A was constructed to explore whether the effects of GBP3 on HTLV-1 infection were dependent on its GTPase activity.Results:GBP3 expression was upregulated in HTLV-1 infected HeLa and THP1 cells.GBP3 overexpression decreased expression of HTLV-1 proviral transcripts and viral proteins,whereas the knockdown of GBP3 has the opposite effects.Overexpression of GBP3K51A increased expression of HTLV-1 proviral transcripts and viral proteins.Conclusion:HTLV-1 virus infection can induce expression of GBP3;overexpression of GBP3 inhibits virus replication and may depend on GTPase.
6.Study on the Distribution Pattern and Driving Factors of Health Poverty among Middle-aged and Elderly People with Chronic Diseases
Hongyu LI ; Bing WU ; Chenxi ZHANG ; Yongqiang LAI ; Xinwei LIU ; Yulu TIAN ; Qianqian GE ; Xianhong HUANG ; Haijun YANG ; Fang YIN ; Yujuan XU ; Ye LI
Chinese Hospital Management 2025;45(3):40-44
Objective Based on the assumption of spatial heterogeneity,the distribution pattern and risk characteristics of health poverty in middle-aged and elderly people with chronic diseases are described from the perspective of spatial differentiation.In order to providing a theoretical basis for the optimization of subsequent poverty reduction policies and a model policy for other countries.Methods It used factor detector and interaction detector to capture the role of single-factor and multi-factor interactions on the spatial differentiation of health poverty,and risk detectors were utilized to explore the high-risk factors in risky areas Results The single factor explanation of medical assistance and health education activities is prominent,and the factors such as PM2.5,old-age dependency ratio and urban unemployment rate have strong interaction.Furthermore,it identified high-risk factor characteristics in areas at high risk of health poverty.Conclusion The spatial differentiation pattern of health poverty among the middle-aged and elderly chronic disease population in China is the result of the synergistic driving effect of multidimensional factors,and there is variability in the risk characteristics among regions.The government should establish a contextual optimization strategy and pay attention to the joint effect of multiple factors to establish a synergistic management system.
7.A single-center analysis of the short-term efficacy and safety of RAPN in 45 patients with non-metastatic pT 3a renal cell carcinoma
Xiangpeng ZOU ; Yunhan LUO ; Zhiling ZHANG ; Zhaohui ZHOU ; Longbin XIONG ; Yulu PENG ; Yixin HUANG ; Xin LUO ; Wensu WEI ; Zhenhua LIU ; Pei DONG ; Shengjie GUO ; Hui HAN ; Fangjian ZHOU
Chinese Journal of Urology 2025;46(5):369-375
Objective:To analyze the short-term efficacy and safety of robot-assisted laparoscopic partial nephrectomy(RAPN)for non-metastatic pathological stage T 3a renal cell carcinoma. Methods:The clinical and pathological data of 45 patients with pathologically confirmed non-metastatic T 3a renal cell carcinoma who underwent RAPN at Sun Yat-sen University Cancer Center between January 2016 and December 2023 were retrospectively reviewed. There were 30 males and 15 females. The average age of the cohort was(54.3±10.7)years,and the average clinical tumor diameter was(4.9±1.8)cm. Of all the patients,35(77.8%)were asymptomatic,7(15.6%)presented with hematuria,and 3(6.7%)presented with lumbar pain. Preoperative imaging assessed 34 patients(75.6%)as having clinical stage T 3a,all suspected of involving the collecting system or perirenal fat invasion;the remaining 11 patients(24.4%)were assessed as having stage T 1-2 disease. The median R.E.N.A.L. nephrectomy score was 8.0(7.0,10.0). A history of hypertension,diabetes,or chronic kidney disease was present in 18 patients(40.0%). The primary endpoint was progression-free survival,and the secondary endpoints included postoperative complications and short-term renal function outcomes. Survival curve was estimated using the Kaplan-Meier method,and renal function comparisons were made using the paired t-test. Results:The RAPN was performed through a transabdominal approach in 32 patients(71.1%),with a median estimated blood loss of 150.0(50.0,300.0)ml. Seven(15.6%)patients required intraoperative blood transfusion. The median length of postoperative hospital stay was 4.0(4.0,6.0)days. Postoperative complications occurred in 6 patients(13.3%),including 5(11.1%)with mild complications and 1(2.2%)with a severe complication. Renal function returned to baseline in 24 of 39 evaluable patients(61.5%),while 3 patients(7.7%)developed surgery-related chronic kidney disease 3 to 12 months postoperatively,but none required dialysis. The median follow-up time was 31.8(22.7,50.9)months,12(26.7%)patients received programmed cell death protein 1 inhibitor adjuvant therapy postoperatively. During follow-up,3 patients experienced tumor recurrence,the 3-year progression-free survival rate of the entire cohort was 95.4%.Conclusions:For some carefully selected patients with T 3a renal cell carcinoma,RAPN performed by experienced surgeons is a feasible and safe option,providing excellent short-term oncological outcomes,complication control,and renal function recovery. The long-term efficacy remains to be seen.
8.Textual Analysis of Classic Formulas Yinchenhao Tang Based on Ancient and Modern Literature
Qing HE ; Lyuyuan LIANG ; Jialei CAO ; Yulu BIAN ; Bingqi WEI ; Chongyi HUANG ; Hejia WAN ; Bingxiang MA ; Wenli SHI
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(12):158-165
Yinchenhao Tang has definite clinical efficacy. It has been inherited and documented since the ancestor of Shanghanlun in the Eastern Han dynasty and is a classical formulas for clearing away heat, promoting diuresis, and eliminating jaundice adopted by medical experts of successive generations. It has been included in the Catalogue of Ancient Classical Formulas (the Second Batch of Han Medicine) published by the National Administration of Traditional Chinese Medicine (TCM) in 2023. By means of bibliometrics, 801 pieces of ancient literature data related to Yinchenhao Tang were collected, and 36 pieces of effective data were selected, involving 36 ancient books of TCM. The origin, name, composition, efficacy, formula and meaning analysis, drug origin, dosage, preparation method and usage, indications, and modern clinical application of Yinchenhao Tang were analyzed. It was suggested that the modern dosage and application of Yinchenhao Tang should be as follows: The 82.8 g of Artemisiae Scopariae Herba, 12.6 g of Gardeniae Fructus, and 27.2 g of Rhei Radix et Rhizoma. The formulas was prepared by firstly adding 2 400 mL of water into Artemisiae Scopariae Herba and boiling it to about 1 200 mL, then adding Gardeniae Fructus and Rhei Radix et Rhizoma to boil it for 600 mL, and removing the residue. It could be orally taken for 200 mL each time in warm conditions, three times a day. Yinchenhao Tang has the effect of clearing away heat, promoting diuresis, and eliminating jaundice, and it mainly treats symptoms of hygropyretic jaundice. In the formulas, Yinchenhao Tang is the monarch drug, which is mainly to remove dampness and jaundice. Gardeniae Fructus is the ministerial drug, which is mainly responsible for clearing the triple energizer and facilitating urination. Rhei Radix et Rhizoma is an adjuvant, mainly responsible for clearing away heat and eliminating jaundice. The modern application of this formulas involves the hepatobiliary system, skin system, endocrine system, digestive system, etc., and it has more advantages in treating jaundice, icteric hepatitis, and hepatitis B. In this study, the ancient literature related to Yinchenhao Tang was sorted out to determine its key information, so as to provide a scientific reference for clinical application of classic formulas and new drug development.
9.Current situation and influencing factors of nursing core skills mastery of nursing undergraduates
Ziqiu ZOU ; Xu DONG ; Xiaoyan JIN ; Ming LIU ; Yulu HE ; Miaoxin HUANG ; Shaomei SHANG
Chinese Journal of Modern Nursing 2024;30(2):243-248
Objective:To understand the current situation of nursing undergraduate students ' mastery of core skills and analyze the impact paths of learning environment and self-efficacy on the level of nursing core ability mastery. Methods:Using the convenient sampling method, a total of 431 nursing undergraduates from 6 universities in Macao and Guangdong Province were selected as the research objects from November to December 2022. The self-made general data questionnaire, Nursing Core Skills Mastery Questionnaire and General Self-Efficacy Scale were used to investigate the patients.Results:The total score of core nursing skills for 431 undergraduate nursing students was (3.55±0.59). The learning environment had a positive direct effect on the mastery of core skills ( P<0.05), which could indirectly affect the mastery of core skills through the mediating effects of self-efficacy, personal foundation and planning ( P<0.05) . Conclusions:Application-oriented colleges, progressive practice plans and increasing the proportion of electives are conducive to the improvement of self-efficacy and the mastery of core nursing skills. It is recommended that nursing colleges clarify the direction of talent cultivation based on their own situation, increase the proportion of elective courses and add clinical practice content in the course process, in order to promote the mastery of core nursing skills for nursing undergraduate students.
10.The mechanism of down-regulation of HPSE alleviating myocardial ischemia-reperfusion injury in rats
Zhaobing LI ; Yulu LIU ; Yunhui HUANG
The Journal of Practical Medicine 2023;39(21):2761-2767,2774
Objective To explore the effects of heparinase(HPSE)on myocardial apoptosis,inflamma-tory response and oxidative damage in myocardial ischemia reperfusion(MI/R)rats.Methods Sixty SD rats were randomly assigned(1∶1∶1∶1)tocontrol group,I/R group,I/R+shRNA-NC group and I/R+Heparanase-shRNA group.The control group was only threaded without ligation after thoracotomy,and the MI/R model was prepared by ligation of the left anterior descending branch of coronary artery.The western blot assay(WB)was used to detect heart function and markers of heart damage in each group.HE staining and TUNEL staining were used to observe the myocardial pathology.The expression of apoptosis-related proteins(Caspase-3,Bax,Bcl-2)and UPRmt marker proteins(LonP1,HSP70)were detected by WB.The contents of superoxide dismutase(SOD)and malondi-aldehyde(MDA)were detected by kit.The levels of interleukin-6(IL-6)and tumor necrosis factor-α(TNF-α)in peripheral blood were detected by enzyme-linked immunosorbent assay(ELISA).Results HE staining results showed that the myocardium,epimyma and myocardial fibers were intact and normal in control group.However,the myocardial fibers were bent,myoglobin was dissolved,myocardial muscle nucleus was pyknotic and dissolved,and muscle bundle membrane was ruptured in I/R group and I/R+shRNA-NC group.The epimyocardium was intact in I/R+Heparanase-shRNA group.Moreover,the myocardial fiber bending was significantly improved in I/R+Heparanase-shRNA group.Additionally,compared with the control group,the expression levels of CK-MB,cTnI,Mb,Caspase-3 protein,Bax protein,MDA,IL-6,TNF-α and HSP70 in I/R group were significantly increased.And the difference was statistically significant.Furthermore,the expression levels of HR,LVEF,LVWT,Bcl-2 protein,SOD and LonP1 protein were significantly decreased.Additionally,compared with the I/R+shRNA-NC group,the expression levels of CK-MB,cTnI,Mb,Caspase-3 protein,Bax protein,MDA,IL-6 and TNF-α in I/R+ Heparanase-shRNA group were significantly decreased.And the difference was statistically significant.However,the expression levels of HR,LVEF,LVWT,Bcl-2 protein,SOD,LonP1 and HSP70 were significantly increased.And the difference was statistically significant.Conclusion Down-regulation of HPSE alleviates myocardial injury in ischemia-reperfusion rats by inhibiting oxidative stress,inflammation,and apoptosis.The mechanism may be related to the inhibition of UPRmt signaling pathway.

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