Objective To use a physics-informed neural network(PINN)-based model to predict hemodynamics in intracranial aneurysms and address the problems of long simulation time and high computational cost in traditional computational fluid dynamics(CFD)simulations.Methods The PINN model was trained using only the computational domain coordinates and sparse velocity measurement points from CFD data of clinical patients.The predicted blood flow velocity,pressure,and wall shear stress(WSS)from the PINN model were compared with CFD simulation results.Results The proposed method was used to test and validate data from four different patients.For velocity prediction,the average mean absolute error(MAE),average mean relative error(MRE),average mean squared error(MSE)was 4.60％,6.61％,and 0.229％,respectively.For WSS prediction,the average MAE,MRE and MSE was 5.54％,8.58％,and 0.510％,respectively.The PINN model demonstrated a good generalization capability across different aneurysm models and could reduce the computation time of hemodynamics from several hours to just a few seconds.Conclusions The PINN model can effectively compensate for incomplete measurement data through physical constraints,even when boundary conditions are unknown and measurement data are sparse.It can rapidly and accurately simulate the hemodynamics of intracranial aneurysms.This method has the potential to provide effective support for clinical risk prediction in intracranial aneurysms.

Aim To evaluate the tyrosine nitration modification of specific proteins in vascular endothelial cells and its impact on mitochondria-mediated apoptosis.Methods Human umbilical vein endothelial cells were cultured in vitro and divided into three groups:control group(treatment with dimethyl sulfoxide),3-morphansulam(SIN-1)group,and SIN-1+Fe(Ⅲ)5,10,15,20-(tetraphenyl)porphyrin(FeTPP)group.After 24 h,the levels of hexokinase 1(HK1)nitration modification,mitochondrial membrane potential,reactive oxygen species(ROS)production,and endothelial cell proliferation and apoptosis were assessed.A human umbilical vein endothelial cell line knockout of HK1 was constructed using gene editing technology,and its proliferation and apoptosis levels were detected.Results After treatment of hu-man umbilical vein endothelial cells with peroxynitrite generator SIN-1,the level of HK1 protein nitration modification sig-nificantly increased(P＜0.01),reactive oxygen species production significantly increased,mitochondrial membrane poten-tial significantly decreased,endothelial cell proliferation ability significantly decreased,and endothelial cell apoptosis level significantly increased(all P＜0.01).Peroxynitrite decomposition catalyst FeTPP could reverse the above effect(P＜0.01).In addition,HK1 gene knockout also exhibited similar antioxidant effects,with a significant decrease in endothe-lial cell proliferation ability and a significant increase in apoptosis levels(P＜0.01).Conclusion Peroxynitrite can induce an increase in the level of nitration modification of HK1 in vascular endothelial cells,which may be achieved by pro-moting the production of mitochondrial reactive oxygen species,thereby accelerating the process of endothelial cell apoptosis.

Aim To evaluate the tyrosine nitration modification of specific proteins in vascular endothelial cells and its impact on mitochondria-mediated apoptosis.Methods Human umbilical vein endothelial cells were cultured in vitro and divided into three groups:control group(treatment with dimethyl sulfoxide),3-morphansulam(SIN-1)group,and SIN-1+Fe(Ⅲ)5,10,15,20-(tetraphenyl)porphyrin(FeTPP)group.After 24 h,the levels of hexokinase 1(HK1)nitration modification,mitochondrial membrane potential,reactive oxygen species(ROS)production,and endothelial cell proliferation and apoptosis were assessed.A human umbilical vein endothelial cell line knockout of HK1 was constructed using gene editing technology,and its proliferation and apoptosis levels were detected.Results After treatment of hu-man umbilical vein endothelial cells with peroxynitrite generator SIN-1,the level of HK1 protein nitration modification sig-nificantly increased(P＜0.01),reactive oxygen species production significantly increased,mitochondrial membrane poten-tial significantly decreased,endothelial cell proliferation ability significantly decreased,and endothelial cell apoptosis level significantly increased(all P＜0.01).Peroxynitrite decomposition catalyst FeTPP could reverse the above effect(P＜0.01).In addition,HK1 gene knockout also exhibited similar antioxidant effects,with a significant decrease in endothe-lial cell proliferation ability and a significant increase in apoptosis levels(P＜0.01).Conclusion Peroxynitrite can induce an increase in the level of nitration modification of HK1 in vascular endothelial cells,which may be achieved by pro-moting the production of mitochondrial reactive oxygen species,thereby accelerating the process of endothelial cell apoptosis.

The etiology of non-cirrhotic portal hypertension (NCPH) is complex and there is a lack of a clear pathogenesis. Early diagnosis is difficult, which is an important clinical challenge. The diagnosis of NCPH requires a combination of clinical features, risk factors and auxiliary examinations. Pathological biopsy is the key to a confirmed diagnosis. The treatment of NCPH focuses on tracing the cause of the disease as the core and individualized management of the primary disease and complications. In the future, a stratified diagnosis and treatment system based on multi-omics needs to be constructed to optimize prognosis management, thereby improving the long-term prognosis of patients with NCPH.

Objective:To explore the clinical characteristics of patients with porto-sinusoidal vascular disease (PSVD) complicated with esophageal and gastric varices, and to evaluate the effect of portal vein pressure (PVP) on esophageal and gastric varices bleeding and rebleeding after endoscopic treatment.Methods:Patients who were hospitalized in the Department of Gastroenterology of the Zhongshan Hospital, Fudan University due to portal hypertension from July 2022 to October 2024, underwent liver biopsy for diagnosis of PSVD, and received direct PVP measurement were included. Their clinical manifestations, liver histopathological characteristics were analyzed, and the prognosis was followed up.Results:A total of 29 patients were included, and 19 patients had experienced rupture and bleeding of esophageal and gastric varices. Compared with the non-bleeding group, the hemoglobin level of patients in the bleeding group was lower and the international normalized ratio was higher (all P<0.05). There was no statistically significant difference between the two groups in other laboratory examination indicators, complications of portal hypertension, combined diseases, etc. (all P>0.05). The pathology of liver biopsy suggests that dilation of the hepatic sinuses and abnormalities of the central vein are common pathological changes. The direct PVP of patients in the bleeding group was significantly higher than that in the non-bleeding group [28.0(24.5-31.0)mmHg vs 18.5(10.5-23.8)mmHg, P=0.011]. However, there was no statistically significant difference in the measured values of liver wedge pressure, free pressure and hepatic venous pressure gradient (HVPG) between the two groups of patients (all P>0.05). Correlation analysis revealed that there was no significant correlation between HVPG and PVP ( R2=0.129 9, P=0.076 7). Grouped according to the median PVP value of 25 mmHg, the risk of esophageal and gastric variceal rupture and bleeding in the high PVP group (≥25 mmHg) was significantly higher than that in the low PVP group (<25 mmHg) (14/16 vs 5/13, P=0.016). The risk of rebleeding after endoscopic treatment in patients with high PVP (4/13) was higher than that in patients with low PVP (0/4). Conclusions:Patients with porto-sinusoidal vascular disease complicated with portal hypertension are often accompanied by rupture and bleeding of esophageal and gastric varices. HVPG cannot accurately reflect the portal vein pressure. The risk of rupture and bleeding of esophageal and gastric varices and rebleeding in patients with elevated portal vein pressure is significantly increased.

Objective:To explore the effect of inflammatory cell levels on the anticoagulant efficacy in patients with liver cirrhosis complicated with portal vein thrombosis (PVT).Methods:A total of 106 patients with liver cirrhosis complicated with PVT who visited the Zhongshan Hospital, Fudan University from 2017 to 2022 were prospectively included. The PVT grade and recanalization were evaluated by imaging. Cox regression was used to analyze the predictive factors of anticoagulation efficacy. The time-dependent receiver operating characteristic (ROC) curve was used to determine the optimal cutoff value of inflammatory cells for predicting anticoagulation efficacy. The Kaplan-Meier method was used to compare the 1-year PVT recanalization rate of patients with different levels of inflammatory cells.Results:Univariate analysis showed that Child-Pugh score ( HR=1.41), D-dimer ( HR=0.98), platelet ( HR=0.98), C-reactive protein to lymphocyte ratio ( HR=1.01), monocyte ( HR=0.21), lymphocyte ( HR=0.34), and prothrombin time( HR=1.32) was related to the improvement of PVT (all P<0.05). Multivariate analysis confirmed that lymphocytes ( HR: 0.41, 95% CI: 0.20-0.85, P=0.016) and prothrombin time ( HR: 1.23, 95% CI: 1.01-1.50, P=0.036) were independent predictors of anticoagulant efficacy. Grouped according to the ROC cutoff value, the 1-year recanalization rate of PVT in the high-level lymphocyte group (4.55% vs 32.84%, P=0.012) and the high-level monocyte group (5.56% vs 31.4%, P=0.028) was significantly lower than that in the low-level group. After excluding patients undergoing splenectomy, the recurrence rate in the high-level lymphocyte group was still lower than that in the low-level group (6.25% vs 33.77%, P=0.038). Conclusions:Among patients with liver cirrhosis accompanied by PVT, high levels of lymphocytes and monocytes are the key factors for the poor efficacy of anticoagulation therapy. For PVT patients with poor anticoagulation efficacy, the therapeutic strategy of anti-inflammatory combined with anticoagulation can be considered for exploration in the future.

Objective:To analyze the application of Sengstaken-Blakemore tubes combined with endoscopic intervention on the prognosis of patients with acute esophageal and gastric variceal rupture and bleeding due to portal hypertension in liver cirrhosis, and to explore the impact of Sengstaken-Blakemore tubes combined with endoscopic intervention on the prognosis of patients.Methods:A retrospective study included patients with liver cirrhosis who visited the Zhongshan Hospital, Fudan University from January 2023 to July 2024 due to acute upper gastrointestinal bleeding, had no response to drug treatment and unstable hemodynamics, and received the Sengstaken-Blakemore tubes compression hemostasis. According to whether endoscopic intervention was received or not, the patients were divided into the endoscopic intervention group and the non-endoscopic intervention group. The medication and subsequent treatment of the patients were analyzed, and the survival of the patients 28 days after bleeding was followed up. Kaplan-Meier survival analysis and Cox regression analysis were used to evaluate the effect of endoscopic intervention on the 28-day mortality rate of patients.Results:A total of 31 cases successfully had three-lumen two-cystic tubes indwelled. Among them, 8 cases further received endoscopic examination and intervention, and 23 cases did not receive endoscopic examination. During the 28-day follow-up after bleeding, a total of 20 cases died. The Kaplan-Meier survival analysis showed that the 28-day mortality rate in the endoscopic intervention group was significantly lower than that in the non-endoscopic intervention group (25.0% vs 78.3%, P=0.007). Multivariate Cox regression analysis showed that endoscopic intervention was an independent protective factor for 28-day mortality ( HR: 0.14, 95% CI: 0.03-0.63, P=0.01). In addition, the severity of bleeding and prothrombin time were also important factors affecting the prognosis of patients. Conclusions:The Sengstaken-Blakemore tubes, as an important hemostasis method for acute esophageal and gastric variceal rupture and bleeding, can buy time for subsequent endoscopic treatment, but the risk of complications is relatively high. Creating conditions for early endoscopic intervention as early as possible can significantly reduce the mortality rate of patients and improve the prognosis of patients with liver cirrhosis.

Portal hypertension, as a clinical manifestation of the progression of various liver diseases, its concurrent rupture and bleeding of esophageal and gastric varices, ascites and hepatic encephalopathy, etc., seriously affect the prognosis of patients and have always been a key concern in clinical diagnosis and treatment. Although traditional imaging techniques play a key role in the diagnosis and evaluation of portal hypertension, their diagnostic efficacy is limited by subjective film reading, making it difficult to accurately quantify and deeply analyze the pathophysiological characteristics. In recent years, radiomics has gradually demonstrated its potential in the diagnosis and management of portal hypertension by extracting a large number of quantitative features from medical images and constructing predictive models in combination with artificial intelligence algorithms such as machine learning. This article systematically reviews the research progress of radiomics in portal hypertension, with a focus on discussing the current application status of radiomics characteristics in risk assessment, hemodynamic analysis, and prognosis prediction of portal hypertension, in order to promote the progress of radiomics from technical verification to clinical transformation.

Ulcerative colitis （UC）， which is characterized by a complex and multifactorial etiology， remains one of the challenging disorders in the international field of digestive system diseases. In recent years， rectal administration preparations have made rapid progress in UC therapeutic applications. This study systematically reviews the dosage forms， mechanisms of action， and clinical applications of rectally-administered preparations for the treatment of UC. It is found that suppositories are the most commonly used dosage forms for rectal administration. The newer suppositories have the advantages of high bioavailability and good stability. Enemas can retain the drug in the intestine as much as possible to achieve the effects of diluting intestinal toxins， cleansing the bowel， and reducing inflammation. Gels can achieve a drug-sustained-release effect and effectively improve intestinal mucosal damage. The mechanism of action of this type of preparation is mainly to inhibit inflammatory cell infiltration， regulate intestinal microbial homeostasis， and increase the expression of tight-junction proteins， so as to play anti-inflammatory， regulate the intestinal bacterial flora， repair the intestinal mucosa， and other efficacies. The diversity of rectal administration forms provides a wide range of choices for the clinical treatment of UC， such as Mesalazine suppositories， Lianshao enemas， and temperature- sensitive gels loaded with drugs for UC.

Purpose: There is still insufficient evidence for predicting stroke risk in patients with mild carotid atherosclerotic stenosis. This study aimed to explore the association between carotid intraplaque neovascularization (IPN) in mild stenosis and ischemic stroke, using contrast-enhanced ultrasound (CEUS) imaging. Methods: This retrospective observational study included 369 patients from July 2021 to March 2022. These patients were categorized as symptomatic or asymptomatic based on their recent history of ipsilateral ischemic stroke. Initial parameters of carotid plaques, such as IPN grading and contrast enhancement index, were assessed using B-mode ultrasonography and CEUS. The follow-up period lasted 12 months or until a newly-developed ischemic stroke occurred. Logistic regression models and Cox proportional-hazards regression models were employed to explore the associations between ultrasonic parameters and the incidence of recent and future ischemic strokes. Results: In patients with mild stenosis, both increasing age and grade 2 carotid IPN were significant predictors of recent primary ischemic stroke. Furthermore, grade 2 carotid IPN independently predicted future ischemic strokes in both symptomatic and asymptomatic patients. Conclusion This study demonstrated that carotid IPN as detected by CEUS imaging holds potential as a useful non-invasive biomarker for predicting recent and future ischemic strokes in patients with mild carotid stenosis.