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.

AIM:To explore the regulatory mecha-nism of pinoresinol diglucoside(PDG)on angiogen-esis during osteoporotic fracture healing in vivo and in vitro.METHODS:Fifty male C57BL/6J mice were randomly divided into five groups:normal group,model group,PDG 0.005,0.015 g/kg groups,and parathyroid hormone 1-34(PTH1-34)4×10-5 g/kg group.The osteoporotic fracture model of ovariec-tomized combined with femoral fracture was estab-lished,the PDG group was given intragastric admin-istration every other day and the PTH1-34 group was given subcutaneous injection of PTH1-34 every other day for 8 weeks.Micro-CT scanning,immunofluo-rescence and immunohistochemical staining were used to detect the related parameters and protein expressions.Human umbilical vein endothelial cells(HUVECs)were cultured,normal group,PDG 1,10,100 μmol/L groups and PTH1-341 ng/mL group were set up.CCK-8 assay,scratch experiment,tubule for-mation experiment,immunofluorescence and Western blot were used to detect the related pa-rameters and protein expressions.RESULTS:In vivo experiments found,compared with the normal con-trol group,a small amount of bone callus volume of fracture site were increased in the model control group,while BMD of non-callus site of femur,tra-becular bone fraction(BV/TV),trabecular thickness(Tb.Th)and trabecular number(Tb.N)were de-creased(P＜0.01),and trabecular separation(Tb.Sp)was increased(P＜0.01).The positive expression of vascular endothelial marker vascular endothelial markers(CD31)was decreased(P＜0.01).Compared with mice in the model control group,bone callus volume,index of BMD and BV/TV were increased in the PDG 0.005 g/kg group(P＜0.05),index of BMD,BV/TV,Tb.Th,Tb.N were increased,and index of Tb.Sp was decreased in the PDG 0.015 g/kg group(P＜0.05),the positive expression of CD31 was in-creased in the PDG administration groups(P＜0.01),the protein expressions of vascular endothelial growth factor(VEGF-A)(P＜0.01),Yes-associated protein 1(YAP1)(P＜0.01),PDZ-binding motif(TAZ)(P＜0.05)and TEA domain transcription factor 2(TEAD2)(P＜0.01)were increased in callus in the PDG 0.015 g/kg groups.Cell experiments found,compared with the normal control group,PDG groups promoted the proliferation,migration and tubule formation activity of HUVECs to varying de-grees(P＜0.05),at the same time,the expression of endothelial cadherin(E-cadherin)was decreased(P＜0.01),and VEGF-A,TEAD2,TAZ and YAP1 protein expression were increased(P＜0.05).CONCLUSION:PDG may accelerate osteoporotic fracture healing by promoting bone angiogenesis through regulat-ing Hippo signal pathway.

Objective:To investigate the cognitive characteristics and related influencing factors in Parkinson′s disease (PD) patients with or without olfactory anosognosia (OA).Methods:A total of 113 PD patients who were treated at the Affiliated Hospital of Yangzhou University between March 2023 and April 2024 were selected. The PD Olfactory Dysfunction Auxiliary Diagnostic Card was used to assess olfactory function. Based on the olfactory identification scores and subjective awareness of olfactory dysfunction, patients were divided into the normosmic group, olfactory dysfunction group, and the later was further divided into olfactory dysfunction without OA (OA-) group, and olfactory dysfunction with OA (OA+) group. The results of the Unified Parkinson′s Disease Rating Scale-Ⅲ (UPDRS-Ⅲ) and Hoehn-Yahr (H-Y) staging assessments of the patients were collected. Non-motor symptoms such as cognitive function, anxiety, depression, sleep disturbances, and constipation were evaluated using relevant scales. Logistic regression analysis was used to explore the related factors affecting OA in PD patients with olfactory decline.Results:The Montreal Cognitive Assessment (MoCA) scores of the olfactory dysfunction group were lower than those of the normosmic group (20.30±4.47 vs 22.64±2.50, t=2.907, P=0.007). The Self-Rating Anxiety Scale scores (39.00±8.60 vs 43.86±10.63, t=2.444, P=0.016), visuospatial and executive function scores (2.35±1.32 vs 2.98±1.42, t=2.263, P=0.026), and orientation scores (4.88±1.14 vs 5.34±1.07, t=2.046, P=0.043) of the OA+ group were lower than those of the OA- group. Logistic regression analysis revealed that lower MoCA scores were an independent risk factor for PD combined with OA ( OR=0.853, 95% CI 0.743-0.980, P=0.024). Conclusions:PD patients with olfactory dysfunction exhibit more severe cognitive impairment. Among them, patients with OA show more significant impairments in visuospatial, executive function and orientation. Cognitive impairment may be an independent risk factor for PD combined with OA.

Objective To investigate the causal relationship between gut microbiota and diffuse large B-cell lymphoma(DLBCL).Methods Employed a two-sample bidirectional Mendelian randomization approach,using summary statistics from genome-wide association studies(GWAS)to extract single nucleotide polymor-phisms(SNPs)associated with exposure and outcome as instrumental variables.Exposure instrumental varia-bles(P＜1×10-5)and outcome instrumental variables(P＜5×10-8)were selected based on the P-values of SNPs.Three different Mendelian randomization methods were used to analyze the relationship between gut microbiota and DLBCL,with sensitivity analyses including heterogeneity,pleiotropy,and leave-one-out tests.Results Bilophila(OR=2.043,95%CI:1.279-3.264),Coprobacter(OR=1.371,95%CI:1.035-1.816),Eubacterium eligens group(OR=1.996,95%CI:1.291-3.087)increased the risk of DLBCL.Alistipes(OR=0.588,95%CI:0.359-0.963),Eubacterium eligens group(OR=1.996,95%CI:1.291-3.087),Slackia(OR=0.688,95%CI:0.479-0.988)reduced the risk of DLBCL.Reverse Mendelian randomization a-nalysis failed to reveal any evidence of a causal relationship between DLBCL and the six gut microbiota.Con-clusion There is a causal association between gut microbiota and DLBCL.

Objective To compare the efficacy and safety of perioperative chemotherapy regimens based on docetaxel administered in different cycles for locally advanced gastric cancer(LAGC)and gastroesophageal junction cancer(GEJC)through a network Meta-analysis.Methods PubMed,Embase,Cochrane Library,and Web of Science databases were electronically searched to collect randomized controlled trials(RCTs)evaluating docetaxel-based perioperative regimens for the treatment of LAGC and GEJC from inception to February 28,2025.Two researchers independently screened the literature,extracted relevant data,and assessed the risk of bias in the included studies.Subsequently,a network Meta-analysis was performed using R 4.5.0 software.Results A total of 10 RCTs involving 2,064 patients were included.The results of the network Meta-analysis showed that,compared with three cycles of epirubicin,cyclophosphamide,and fluorouracil(ECF regimen)and four cycles of platinum and fluorouracil(PF regimen),both three-cycle and four-cycle docetaxel,platinum,and fluorouracil(TPF regimen)significantly increased the complete tumor resection rate(R0 resection rate).Compared with surgery alone,the three-cycle TPF regimen significantly improved the R0 resection rate.Additionally,the four-cycle TPF regimen significantly improved 3-year and 5-year progression-free survival(PFS)compared with the two-cycle PF regimen,and significantly improved overall survival(OS)at 3 and 5 years compared with the three-cycle ECF regimen.Compared with surgery alone,the three-cycle TPF regimen also significantly increased the pathological complete response rate(pCR rate).Furthermore,compared with the two-cycle TPF and three-cycle ECF regimens,the four-cycle TPF and PF regimens were associated with a lower risk of surgical complications.Conversely,the two-cycle TPF and three-cycle ECF regimens significantly increased the risk of surgical complications compared with surgery alone.No statistically significant differences were observed in the incidence of grade 3 to 4 adverse events among the treatment regimens(P＞0.05).Based on the surface under the cumulative ranking curve(SUCRA)plot and pairwise comparisons,the three-cycle PF regimen appeared to be the most effective in achieving the highest R0 resection rate,the three-cycle TPF regimen appeared to be the most effective in achieving the highest pCR rate,while the four-cycle TPF regimen was associated with the best outcomes in terms of 3-year and 5-year PFS and OS.Conclusion The four-cycle TPF regimen may be associated with the optimal PFS and OS among perioperative chemotherapy regimens.No statistically significant differences were observed between the four-cycle TPF and the three-cycle PF in terms of R0 resection rate,between the four-cycle TPF and the three-cycle TPF in terms of pCR rate,or between the four-cycle TPF and the other seven regimens included in the study in terms of safety assessment.The four-cycle TPF regimen may represent the optimal perioperative chemotherapy regimen for patients with LAGC and GEJC.

Objective To compare the efficacy and safety of perioperative chemotherapy regimens based on docetaxel administered in different cycles for locally advanced gastric cancer(LAGC)and gastroesophageal junction cancer(GEJC)through a network Meta-analysis.Methods PubMed,Embase,Cochrane Library,and Web of Science databases were electronically searched to collect randomized controlled trials(RCTs)evaluating docetaxel-based perioperative regimens for the treatment of LAGC and GEJC from inception to February 28,2025.Two researchers independently screened the literature,extracted relevant data,and assessed the risk of bias in the included studies.Subsequently,a network Meta-analysis was performed using R 4.5.0 software.Results A total of 10 RCTs involving 2,064 patients were included.The results of the network Meta-analysis showed that,compared with three cycles of epirubicin,cyclophosphamide,and fluorouracil(ECF regimen)and four cycles of platinum and fluorouracil(PF regimen),both three-cycle and four-cycle docetaxel,platinum,and fluorouracil(TPF regimen)significantly increased the complete tumor resection rate(R0 resection rate).Compared with surgery alone,the three-cycle TPF regimen significantly improved the R0 resection rate.Additionally,the four-cycle TPF regimen significantly improved 3-year and 5-year progression-free survival(PFS)compared with the two-cycle PF regimen,and significantly improved overall survival(OS)at 3 and 5 years compared with the three-cycle ECF regimen.Compared with surgery alone,the three-cycle TPF regimen also significantly increased the pathological complete response rate(pCR rate).Furthermore,compared with the two-cycle TPF and three-cycle ECF regimens,the four-cycle TPF and PF regimens were associated with a lower risk of surgical complications.Conversely,the two-cycle TPF and three-cycle ECF regimens significantly increased the risk of surgical complications compared with surgery alone.No statistically significant differences were observed in the incidence of grade 3 to 4 adverse events among the treatment regimens(P＞0.05).Based on the surface under the cumulative ranking curve(SUCRA)plot and pairwise comparisons,the three-cycle PF regimen appeared to be the most effective in achieving the highest R0 resection rate,the three-cycle TPF regimen appeared to be the most effective in achieving the highest pCR rate,while the four-cycle TPF regimen was associated with the best outcomes in terms of 3-year and 5-year PFS and OS.Conclusion The four-cycle TPF regimen may be associated with the optimal PFS and OS among perioperative chemotherapy regimens.No statistically significant differences were observed between the four-cycle TPF and the three-cycle PF in terms of R0 resection rate,between the four-cycle TPF and the three-cycle TPF in terms of pCR rate,or between the four-cycle TPF and the other seven regimens included in the study in terms of safety assessment.The four-cycle TPF regimen may represent the optimal perioperative chemotherapy regimen for patients with LAGC and GEJC.

AIM:To explore the regulatory mecha-nism of pinoresinol diglucoside(PDG)on angiogen-esis during osteoporotic fracture healing in vivo and in vitro.METHODS:Fifty male C57BL/6J mice were randomly divided into five groups:normal group,model group,PDG 0.005,0.015 g/kg groups,and parathyroid hormone 1-34(PTH1-34)4×10-5 g/kg group.The osteoporotic fracture model of ovariec-tomized combined with femoral fracture was estab-lished,the PDG group was given intragastric admin-istration every other day and the PTH1-34 group was given subcutaneous injection of PTH1-34 every other day for 8 weeks.Micro-CT scanning,immunofluo-rescence and immunohistochemical staining were used to detect the related parameters and protein expressions.Human umbilical vein endothelial cells(HUVECs)were cultured,normal group,PDG 1,10,100 μmol/L groups and PTH1-341 ng/mL group were set up.CCK-8 assay,scratch experiment,tubule for-mation experiment,immunofluorescence and Western blot were used to detect the related pa-rameters and protein expressions.RESULTS:In vivo experiments found,compared with the normal con-trol group,a small amount of bone callus volume of fracture site were increased in the model control group,while BMD of non-callus site of femur,tra-becular bone fraction(BV/TV),trabecular thickness(Tb.Th)and trabecular number(Tb.N)were de-creased(P＜0.01),and trabecular separation(Tb.Sp)was increased(P＜0.01).The positive expression of vascular endothelial marker vascular endothelial markers(CD31)was decreased(P＜0.01).Compared with mice in the model control group,bone callus volume,index of BMD and BV/TV were increased in the PDG 0.005 g/kg group(P＜0.05),index of BMD,BV/TV,Tb.Th,Tb.N were increased,and index of Tb.Sp was decreased in the PDG 0.015 g/kg group(P＜0.05),the positive expression of CD31 was in-creased in the PDG administration groups(P＜0.01),the protein expressions of vascular endothelial growth factor(VEGF-A)(P＜0.01),Yes-associated protein 1(YAP1)(P＜0.01),PDZ-binding motif(TAZ)(P＜0.05)and TEA domain transcription factor 2(TEAD2)(P＜0.01)were increased in callus in the PDG 0.015 g/kg groups.Cell experiments found,compared with the normal control group,PDG groups promoted the proliferation,migration and tubule formation activity of HUVECs to varying de-grees(P＜0.05),at the same time,the expression of endothelial cadherin(E-cadherin)was decreased(P＜0.01),and VEGF-A,TEAD2,TAZ and YAP1 protein expression were increased(P＜0.05).CONCLUSION:PDG may accelerate osteoporotic fracture healing by promoting bone angiogenesis through regulat-ing Hippo signal pathway.

Objective:To investigate the cognitive characteristics and related influencing factors in Parkinson′s disease (PD) patients with or without olfactory anosognosia (OA).Methods:A total of 113 PD patients who were treated at the Affiliated Hospital of Yangzhou University between March 2023 and April 2024 were selected. The PD Olfactory Dysfunction Auxiliary Diagnostic Card was used to assess olfactory function. Based on the olfactory identification scores and subjective awareness of olfactory dysfunction, patients were divided into the normosmic group, olfactory dysfunction group, and the later was further divided into olfactory dysfunction without OA (OA-) group, and olfactory dysfunction with OA (OA+) group. The results of the Unified Parkinson′s Disease Rating Scale-Ⅲ (UPDRS-Ⅲ) and Hoehn-Yahr (H-Y) staging assessments of the patients were collected. Non-motor symptoms such as cognitive function, anxiety, depression, sleep disturbances, and constipation were evaluated using relevant scales. Logistic regression analysis was used to explore the related factors affecting OA in PD patients with olfactory decline.Results:The Montreal Cognitive Assessment (MoCA) scores of the olfactory dysfunction group were lower than those of the normosmic group (20.30±4.47 vs 22.64±2.50, t=2.907, P=0.007). The Self-Rating Anxiety Scale scores (39.00±8.60 vs 43.86±10.63, t=2.444, P=0.016), visuospatial and executive function scores (2.35±1.32 vs 2.98±1.42, t=2.263, P=0.026), and orientation scores (4.88±1.14 vs 5.34±1.07, t=2.046, P=0.043) of the OA+ group were lower than those of the OA- group. Logistic regression analysis revealed that lower MoCA scores were an independent risk factor for PD combined with OA ( OR=0.853, 95% CI 0.743-0.980, P=0.024). Conclusions:PD patients with olfactory dysfunction exhibit more severe cognitive impairment. Among them, patients with OA show more significant impairments in visuospatial, executive function and orientation. Cognitive impairment may be an independent risk factor for PD combined with OA.

Diabetic peripheral neuropathy is a common diabetic complication.Presently,our understanding of its pathogenesis is incomplete,and there are no effective treatment options.In-depth research requires the use of animal experiments.The criteria for modeling success and the evaluation method for peripheral nerve function recovery are critical for carrying out animal experiments into type 2 diabetic peripheral neuropathy.However,but there has been a lack of systematic interrogation and analysis of the evaluation method used with type 2 diabetic peripheral neuropathy models.Therefore,the author reviewed the recent data,summarized and analyzed the evaluation method used for animal models of type 2 diabetic peripheral neuropathy of small and large nerve fibers,and proposed future directions for development,providing a reference for related research.

Objective:To retrospectively analyze the treatment status of tyrosine kinase inhibitors (TKI) in newly diagnosed patients with chronic myeloid leukemia (CML) in China.Methods:Data of chronic phase (CP) and accelerated phase (AP) CML patients diagnosed from January 2006 to December 2022 from 77 centers, ≥18 years old, and receiving initial imatinib, nilotinib, dasatinib or flumatinib-therapy within 6 months after diagnosis in China with complete data were retrospectively interrogated. The choice of initial TKI, current TKI medications, treatment switch and reasons, treatment responses and outcomes as well as the variables associated with them were analyzed.Results:6 893 patients in CP ( n=6 453, 93.6%) or AP ( n=440, 6.4%) receiving initial imatinib ( n=4 906, 71.2%), nilotinib ( n=1 157, 16.8%), dasatinib ( n=298, 4.3%) or flumatinib ( n=532, 7.2%) -therapy. With the median follow-up of 43 ( IQR 22-75) months, 1 581 (22.9%) patients switched TKI due to resistance ( n=1 055, 15.3%), intolerance ( n=248, 3.6%), pursuit of better efficacy ( n=168, 2.4%), economic or other reasons ( n=110, 1.6%). The frequency of switching TKI in AP patients was significantly-higher than that in CP patients (44.1% vs 21.5%, P<0.001), and more AP patients switched TKI due to resistance than CP patients (75.3% vs 66.1%, P=0.011). Multi-variable analyses showed that male, lower HGB concentration and ELTS intermediate/high-risk cohort were associated with lower cytogenetic and molecular responses rate and poor outcomes in CP patients; higher WBC count and initial the second-generation TKI treatment, the higher response rates; Ph + ACA at diagnosis, poor PFS. However, Sokal intermediate/high-risk cohort was only significantly-associated with lower CCyR and MMR rates and the poor PFS. Lower HGB concentration and larger spleen size were significantly-associated with the lower cytogenetic and molecular response rates in AP patients; initial the second-generation TKI treatment, the higher treatment response rates; lower PLT count, higher blasts and Ph + ACA, poorer TFS; Ph + ACA, poorer OS. Conclusion:At present, the vast majority of newly-diagnosed CML-CP or AP patients could benefit from TKI treatment in the long term with the good treatment responses and survival outcomes.