Objective: To systematically elucidate the molecular mechanisms and core targets underlying the anti-hepatocellular carcinoma (HCC) effects of icariin through integrated network pharmacology and experimental validation. Methods: Potential targets of icariin were screened using the PubChem database and SwissTargetPrediction platform, followed by intersection analysis with HCC-related genes from the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO). Gene Ontology (GO) enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were performed to characterize the biological functions of candidate targets. Key genes were identified using the random survival forest algorithm, and their associations with the tumor microenvironment were evaluated through immune infiltration analysis. Molecular docking was employed to predict the binding affinity between icariin and its core targets, which was subsequently validated by in vitro enzyme inhibition assays. Functional targets were determined through overexpression experiments in HepG2 cells, and mechanistic investigations were conducted using Western blot and co-immunoprecipitation techniques. In vivo anti-tumor efficacy was evaluated using a subcutaneous HepG2 xenograft mouse model by monitoring tumor volume progression and endpoint tumor weight, and the impact of polo-like kinase 1 (PLK1) overexpression on icariin-mediated tumor growth inhibition was assessed. Results: Network pharmacology analysis identified 36 common targets between icariin and HCC, which were primarily enriched in hypoxia-inducible factor-1 (HIF-1), phosphatidylinositol 3-kinase/protein kinase B (PI3K/AKT), and forkhead box O (FoxO) signaling pathways. Among these, PLK1, ATP binding cassette subfamily C member 1 (ABCC1), and matrix metallopeptidase 3 (MMP3) were identified as key genes, with their high expression significantly associated with poor patient prognosis (P < 0.0001, P = 0.004, and P = 0.03, respectively). Immune infiltration analysis revealed significant correlations between these three genes and various immune cell types, suggesting their involvement in modulating the tumor immune microenvironment. Molecular docking predicted stable binding between icariin and these targets, and in vitro enzymatic assays confirmed that icariin (20 µmol/L) exhibited the highest inhibitory rate against PLK1 (49.67% ± 4.19%), significantly greater than that against ABCC1 (24.33% ± 3.40%) and MMP3 (38.00% ± 3.06%). Functional validation demonstrated that PLK1 overexpression reversed icariin-mediated inhibition of HepG2 cell proliferation (P < 0.05), whereas ABCC1 or MMP3 overexpression showed no such effect, indicating PLK1 as the primary functional target of icariin. Mechanistic studies revealed that icariin specifically reduced PLK1 phosphorylation levels and disrupted its interaction with forkhead box M1 (FoxM1). In vivo experiments confirmed that PLK1 overexpression significantly attenuated icariin-induced suppression of tumor growth in xenograft mice (P < 0.001). Conclusion PLK1 is a critical target mediating the anti-HCC effects of icariin through inhibition of the PLK1-FoxM1 axis, providing a mechanistic basis for the clinical development of icariin as an HCC therapeutic agent.

Objective To develop and validate a prediction model for in-hospital recurrent intensive care unit (ICU) admission in critically ill patients with ischemic stroke (IS) based on machine learning (ML) algorithms. Methods Clinical data from 2 929 IS patients were included from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. Least absolute shrinkage and selection operator (LASSO) regression was used to identify predictive factors, and the synthetic minority over-sampling technique (SMOTE) was employed to create a derivation cohort comprising 2 583 patients. These patients were randomly divided into a training set (n=2 066) and a test set (n=517) at an 8:2 ratio. Five ML algorithms, including decision tree, random forest, adaptive boosting (AdaBoost), gradient boosting decision tree (GBDT), and support vector machine (SVM), were performed to construct prediction models. Five-fold cross-validation was used to evaluate the performance of the model in the training set. The area under the receiver operating characteristic curve (ROC-AUC) and decision curve analysis (DCA) were used to assess and compare the models in the testing set. The best-performing model was interpreted by shapley additive explanations (SHAP). Results Among the 2 929 patients included, 704 (24.0%) experienced in-hospital recurrent ICU admission. Among the five ML models, the random forest model demonstrated the best predictive performance, with an AUC of 0.839 (95%CI 0.801–0.877). Feature importance analysis identified five most significant features affecting model prediction, including APS Ⅲ score, albumin, age, heart rate, and SOFA score. Conclusions ML-based models can effectively predict the risk of in-hospital recurrent ICU admission in critically ill patients with IS. The random forest model showed superior predictive performance, which may have potential applications in early clinical risk stratification and intervention.

BackgroundBipolar disorder is a severe mental disorder characterized by alternating episodes of mania and depression. It has a high recurrence rate and a high rate of disability. Elderly patients often suffer from more severe cognitive impairment due to neurodegenerative changes. The clinical intervention for bipolar disorder mainly relies on drug treatment， but drugs have limited effects on improving cognitive function， and some drugs may even aggravate cognitive impairment. Aerobic exercise， as a non-drug intervention method， has shown positive effects in improving cognitive function in patients with mental disorders. However， there are still insufficient studies on elderly patients with bipolar disorder. ObjectiveTo explore the impact of aerobic exercise on the cognitive function of elderly patients with bipolar disorder， so as to provide references for the formulation of strategies to improve the cognitive function of this population. MethodsA randomized controlled trial was conducted. A total of 60 elderly patients who were hospitalized at the Third People's Hospital of Lanzhou from January 2024 to March 2025 and met the diagnostic criteria for bipolar disorder as defined in the International Classification of Diseases，tenth edition （ICD-10） were selected. They were divided into the study group and the control group， with 30 cases in each group， based on the random number table method. Both groups were given quetiapine fumarate tablets and magnesium valproate sustained-release tablets. The study group additionally received aerobic exercise （including slow walking， doing exercises， and running）， three times a week， for 30 minutes each time. At the baseline and at the end of the 3^rd， 6^th， 9^th， and 12^th week of the intervention， the Hamilton Depression Scale -24 item （HAMD-24）， the Young Manic Rating Scale （YMRS）， the Montreal Cognitive Assessment （MoCA）， and Wechsler Adult Intelligence Scale Revised in China （WMS-RC） were used for assessment. ResultsThe time effect of the HAMD-24 score was statistically significant （Wald χ²=124.564， P<0.01）. The time effect of the YMRS score was also statistically significant （Wald χ²=145.608， P<0.01）， and the interaction effect between time and group was statistically significant （Wald χ²=14.968， P<0.05）. At the 3^rd， 9^th， and 12^th week of the intervention， the YMRS score of the study group was lower than that of the control group in the same period， and the differences were statistically significant （P<0.05）. The time effect and group effect of the MoCA score were both statistically significant （F=99.347， 16.623， P<0.01）. The time effect， group effect， and interaction effect between time and group of the WMS-RC memory quotient were all statistically significant （F=64.678， 10.197， 12.472， P<0.01）. At the 6^th， 9^th， and 12^th weeks of the intervention， the MoCA score and WMS-RC memory quotient of the study group were higher than those of the control group， and the differences were statistically significant （P<0.05）. ConclusionAerobic exercise may help improve the manic symptoms and cognitive functions （especially memory ability） of elderly patients with bipolar disorder. ［Funded by Science and Technology Project of Gansu Province （number， 24JRRA775）； Science and Technology Project of Lanzhou City（number， 2022-5-155）］

Objective:To investigate the differences of the glymphatic system (GS) function between patients with mesial temporal lobe epilepsy with hippocampal sclerosis (mTLE-HS) and healthy controls and between different seizure types by using diffusion tensor imaging along perivascular space (DTI-ALPS), and to analyze the correlation between GS function and the course of disease, as well as the efficacy of predicting the surgical outcome.Methods:This study was a cross-sectional study. A total of 171 patients with mTLE-HS (mTLE-HS group) and 75 healthy volunteers (HC group) were retrospectively enrolled from July 2009 to July 2021 at Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University. The general information of all subjects, such as seizure type (partial seizure, secondary generalized seizure), surgical outcome, etc., was analyzed. The 3D magnetization prepared rapid gradient echo T 1WI and DTI sequence images were collected. The VBM analysis method was used to segment cerebrospinal fluid and calculate the volume. The ALPS index of the bilateral brain was calculated using the Atlas-based DTI-ALPS method. Independent sample t-test or paired t test were used to compare the ALPS index between the mTLE-HS group and HC group, and between patients with different seizure types. Pearson correlation analysis was used to analyze the correlation between bilateral ALPS index and disease duration in mTLE-HS group. The predictive value of the ALPS index for surgical outcomes was evaluated by receiver operating characteristics curve and area under the curve. Results:Among the 171 mTLE-HS patients, 98 patients were mTLE with left-side HS (mTLE-LHS) and 73 patients were mTLE with right-side HS (mTLE-RHS); 37 patients underwent surgical treatment, including 27 with good prognosis and 10 with poor prognosis. Compared with the HC group, the left-side ALPS index of mTLE-LHS and mTLE-RHS were both decreased ( P<0.05). The right-side ALPS index in mTLE-RHS was lower than that in the HC group ( P<0.001). There was no significant difference in the right-side ALPS index between mTLE-LHS and HC group ( P=0.080). The ALPS index on the affected side of patients with secondary generalized seizures was significantly lower than that of patients with only partial seizures (all P<0.05), but the difference in ALPS index on the healthy side was not statistically significant( P>0.05). The left-side and right-side ALPS index in mTLE-LHS were negatively correlated with disease duration ( r=-0.272, P=0.007; r=-0.307, P=0.002), but no significant correlation was found between the left-side or right-side ALPS index in mTLE-RHS (all P>0.05). The DTI-ALPS index on the affected side in mTLE-HS patients exhibited good diagnostic accuracy for surgical outcome classification, with an area under the curve of 0.778. Conclusions:The patients with mTLE-HS exhibit dysfunction of the GS, and the degree of impairment is related to the type of seizure and the course of epilepsy. The ALPS index, which characterizes the function of GS, demonstrates good diagnostic accuracy for classifying surgical outcomes.

Objective:To evaluate the safety and feasibility of radical hepatectomy after conversion therapy in patients with initially unresectable advanced hepatocellular carcinoma (HCC).Methods:Clinical data of 72 patients with initially unresectable advanced HCC admitted to the Department of Hepatobiliary and Pancreatic Surgery, Affiliated Cancer Hospital of Zhengzhou University and the Department of Hepatobi-liary and Pancreatic Surgery, Henan Provincial People's Hospital from January 2020 to July 2024 were retrospectively collected, including 61 males and 11 females, aged (58.4±9.1) years. The clinicopathological data of the patients, such as tumor characteristics, conversion treatment regimens, perioperative data, and follow-up situations were analyzed to evaluate the therapeutic effect and safety.Results:Among the patients, there were five cases of China liver cancer staging Ⅰb, six cases of Ⅱa, 22 cases of Ⅱb, 32 cases of Ⅲa and sevene cases of Ⅲb. There were 53 patients scored as Child-Pugh A and 19 as Child-Pugh B. Conversion treatment fashion included immunotherapy combined with targeted therapy and immunotherapy plus targeted therapy combined with hepatic arterial chemoembolization or hepatic arteryinfusion chemotherapy. Liver resection after conversion therapy was as follows: 16 cases of right hemihepatectomy, 20 cases of left hemihepatectomy, 11 cases of mesohepatectomy, seven cases of right posterior hepatectomy, 1 case of caudate lobectomy, 17 cases of local resection. Postoperative pathology showed that there were 17 cases of pathologic complete response and 55 cases of pathologic partial response. One patient died of liver failure after surgery, while the rest had no major complications. The postoperative hospital stay was (13.1±5.1) d. The follow-up time was 21.5(10.2, 32.1) months. The multivariate Cox analysis demonstrated that pathologic partial response and adjuvant therapy duration shorter than 5 cycles were identified as independent risk factors-affecting both recurrence-free survival and overall survival in patients with HCC undergoing sequential surgery after conversion therapy (all P<0.05). Conclusion:Sequential surgical resection provides survival benefits for patients with initially unresectable and advanced HCC after conversion therapy, which is a safe and effective therapeutic strategy.

Radiomics provides quantitative support for the diagnosis,treatment strategy and prognosis evaluation of brain arteriovenous malformation(bAVM)through high-throughput analysis of imaging data,and it also shows significant advantages in clinical symptom prediction,personalized treatment and clinical outcome prediction.Emerging imaging techniques,such as blood oxygen level-dependent cerebrovascular reactivity imaging and ultrasound technology,provide a new perspective for evaluating the hemodynamic changes and epilepsy susceptibility associated with bAVM.In addition,advances in deep learning algorithms in automatic segmentation of bAVM lesions have greatly improved the accuracy and efficiency of segmentation.With the continuous progress of imaging technology,data analysis algorithms and software,radiomics is expected to play a greater role in precision medicine and individualized treatment,bringing better diagnosis and treatment services and better treatment effects for bAVM patients.

Objective:To investigate the differences of the glymphatic system (GS) function between patients with mesial temporal lobe epilepsy with hippocampal sclerosis (mTLE-HS) and healthy controls and between different seizure types by using diffusion tensor imaging along perivascular space (DTI-ALPS), and to analyze the correlation between GS function and the course of disease, as well as the efficacy of predicting the surgical outcome.Methods:This study was a cross-sectional study. A total of 171 patients with mTLE-HS (mTLE-HS group) and 75 healthy volunteers (HC group) were retrospectively enrolled from July 2009 to July 2021 at Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University. The general information of all subjects, such as seizure type (partial seizure, secondary generalized seizure), surgical outcome, etc., was analyzed. The 3D magnetization prepared rapid gradient echo T 1WI and DTI sequence images were collected. The VBM analysis method was used to segment cerebrospinal fluid and calculate the volume. The ALPS index of the bilateral brain was calculated using the Atlas-based DTI-ALPS method. Independent sample t-test or paired t test were used to compare the ALPS index between the mTLE-HS group and HC group, and between patients with different seizure types. Pearson correlation analysis was used to analyze the correlation between bilateral ALPS index and disease duration in mTLE-HS group. The predictive value of the ALPS index for surgical outcomes was evaluated by receiver operating characteristics curve and area under the curve. Results:Among the 171 mTLE-HS patients, 98 patients were mTLE with left-side HS (mTLE-LHS) and 73 patients were mTLE with right-side HS (mTLE-RHS); 37 patients underwent surgical treatment, including 27 with good prognosis and 10 with poor prognosis. Compared with the HC group, the left-side ALPS index of mTLE-LHS and mTLE-RHS were both decreased ( P<0.05). The right-side ALPS index in mTLE-RHS was lower than that in the HC group ( P<0.001). There was no significant difference in the right-side ALPS index between mTLE-LHS and HC group ( P=0.080). The ALPS index on the affected side of patients with secondary generalized seizures was significantly lower than that of patients with only partial seizures (all P<0.05), but the difference in ALPS index on the healthy side was not statistically significant( P>0.05). The left-side and right-side ALPS index in mTLE-LHS were negatively correlated with disease duration ( r=-0.272, P=0.007; r=-0.307, P=0.002), but no significant correlation was found between the left-side or right-side ALPS index in mTLE-RHS (all P>0.05). The DTI-ALPS index on the affected side in mTLE-HS patients exhibited good diagnostic accuracy for surgical outcome classification, with an area under the curve of 0.778. Conclusions:The patients with mTLE-HS exhibit dysfunction of the GS, and the degree of impairment is related to the type of seizure and the course of epilepsy. The ALPS index, which characterizes the function of GS, demonstrates good diagnostic accuracy for classifying surgical outcomes.

Objective:To evaluate the safety and feasibility of radical hepatectomy after conversion therapy in patients with initially unresectable advanced hepatocellular carcinoma (HCC).Methods:Clinical data of 72 patients with initially unresectable advanced HCC admitted to the Department of Hepatobiliary and Pancreatic Surgery, Affiliated Cancer Hospital of Zhengzhou University and the Department of Hepatobi-liary and Pancreatic Surgery, Henan Provincial People's Hospital from January 2020 to July 2024 were retrospectively collected, including 61 males and 11 females, aged (58.4±9.1) years. The clinicopathological data of the patients, such as tumor characteristics, conversion treatment regimens, perioperative data, and follow-up situations were analyzed to evaluate the therapeutic effect and safety.Results:Among the patients, there were five cases of China liver cancer staging Ⅰb, six cases of Ⅱa, 22 cases of Ⅱb, 32 cases of Ⅲa and sevene cases of Ⅲb. There were 53 patients scored as Child-Pugh A and 19 as Child-Pugh B. Conversion treatment fashion included immunotherapy combined with targeted therapy and immunotherapy plus targeted therapy combined with hepatic arterial chemoembolization or hepatic arteryinfusion chemotherapy. Liver resection after conversion therapy was as follows: 16 cases of right hemihepatectomy, 20 cases of left hemihepatectomy, 11 cases of mesohepatectomy, seven cases of right posterior hepatectomy, 1 case of caudate lobectomy, 17 cases of local resection. Postoperative pathology showed that there were 17 cases of pathologic complete response and 55 cases of pathologic partial response. One patient died of liver failure after surgery, while the rest had no major complications. The postoperative hospital stay was (13.1±5.1) d. The follow-up time was 21.5(10.2, 32.1) months. The multivariate Cox analysis demonstrated that pathologic partial response and adjuvant therapy duration shorter than 5 cycles were identified as independent risk factors-affecting both recurrence-free survival and overall survival in patients with HCC undergoing sequential surgery after conversion therapy (all P<0.05). Conclusion:Sequential surgical resection provides survival benefits for patients with initially unresectable and advanced HCC after conversion therapy, which is a safe and effective therapeutic strategy.

Diabetes mellitus (DM) is a major metabolic disease endangering global health, with diabetic nephropathy (DN) as a primary complication lacking curative therapy. Sporoderm-broken spores of Ganoderma lucidum (GLP), an herbal medicine, has been used for the treatment of metabolic disorders. In this study, DN was induced in Sprague-Dawley rats using streptozotocin (STZ) and a high-fat diet (HFD), and the protective mechanisms of GLP were investigated through transcriptomic, metabolomic, and network pharmacology (NP) analyses. Our results demonstrated that GLP intervention ameliorated renal damage and inflammation levels in DN rats. Integrative metabolomic and transcriptomic analysis revealed that GLP treatment modulated glucose and cellular energy metabolisms by regulating relevant genes. GLP significantly suppressed the inflammations by impacting glucose and energy metabolism-related gene expression (Igfbp1 and Angptl4) and enhanced metabolic biomarkers of 4-Aminocatechol. In addition, NP analysis further indicated that GLP may efficiently alleviate DN via immune-related pathways. In conclusion, this study provides supportive evidence of the anti-inflammatory effects of GLP supplements, highlighting their potential for promising clinical applications in treating DN.

Purpose/Significance To explore the changes,challenges,key application scenarios and future development directions of generative artificial intelligence(AI)represented by ChatGPT in the field of hospital management,and to provide references for the ap-plication of AI natural language processing(NLP)technology in the field of hospital management in China.Method/Process Through literature review and analysis,the changes and challenges brought about by the rapid development of generative AI in the field of hospital management are sorted out,its key application scenarios and future development directions in the field of hospital management are empha-sized and explored.Result/Conclusion AI has broad application prospects in the field of hospital management,and it should focus on exploring its practical application scenarios and strategic directions to provide reference and guidance for promoting the high-quality de-velopment of public hospitals.