Gastric cancer remains a highly prevalent malignancy worldwide, with surgical resection currently constituting the cornerstone of treatment aimed at improving long-term patient survival. Owing to their notable advantages, including reduced surgical trauma and accelerated postoperative recovery, minimally invasive procedures are progressively supplanting conventional open surgery and have become the mainstream approach in gastric cancer management. Concurrently, the rapid advancement of artificial intelligence (AI) technologies has enabled real-time intraoperative monitoring of surgical scenes, thereby furnishing novel technical support for adjunctive decision-making, surgical navigation, and skill assessment during gastrectomy. This article provides a systematic review of the current status of AI applications in minimally invasive gastric cancer surgery, with a particular focus on research progress pertaining to instrument recognition, surgical phase identification, delineation of normal anatomical structures, detection of metastatic foci, and early warning of intraoperative adverse events. Furthermore, we discuss the potential value of AI in enhancing surgical efficiency, ensuring patient safety, and optimizing surgical education. On this basis, we further analyze the principal challenges and inherent risks confronting current AI systems, with the aim of informing future technological innovation and facilitating clinical translation.

Objective:To discuss the optimal doping concentration of vanadium(V)and silicon(Si)co-doped TiO? coating(V-Si TiO?)formed on titanium surface by electrochemical treatment,to evaluate its antibacterial effect under visible light irradiation,and to clarify its visible light response mechanism.Methods:The medical pure titanium sheets were subjected to micro-arc oxidation followed by high-temperature calcination,and V-Si TiO2 coatings with different doping concentrations were prepared by adjusting the ratio of V to Si in the electrolyte.The experiment was divided into 1V:10Si(V5Si50)group,2V:10Si(V10Si50)group,and 3V:10Si(V15Si50)group;control group was set up(contains only bacterial culture medium).The optimal doping concentration was screened based on comprehensive evaluation of surface morphology,ion release,photocatalytic ability,and biocompatibility;cell counting kit-8(CCK-8)method was used to detect the proliferation activities and the survival rates of the cells in various group.Subsequently,the optimized coating was characterized and compared by scanning electron microscope(SEM),atomic force microscopy(AFM),digital eddy current coating thickness gauge,X-ray diffraction(XRD),X-ray photoelectron spectroscope(XPS),and ultraviolet-visible absorption spectroscopy(UV-vis).The experiment was divided into PT group(blank control),PEO group(no element doping),V10 group(V doping),Si50 group(Si doping),and V10Si50 group(2V:10Si).The ability of the coating materials to degrade methylene blue(MB)and generation of reactive oxygen species(ROS)under visible light were detected.For antibacterial experiments,Staphylococcus aureus(S.aureus)and Escherichia coli(E.coli)were used.The colony counts on plates in various groups were recorded after visible light irradiation for 2 h and dark treatment for 2 h,respectively.The ROS levels were detected using 2',7'-dichlorofluorescein diacetate(DCFH-DA)ROS probe.ROS scavenging experiment was performed using the optimal doping concentration V10Si50 group,and the two kinds of bacteria were divided into blank control group,N-acetylcysteine(NAC)group,V10Si50 group,and NAC+V10Si50 group.The colony counts on plates in various groups were recorded after visible light irradiation for 2 h.Results:The V concentration of 0.01 mol·L?1 and Si concentration of 0.05 mol·L?1 in the electrolyte solution were the optimal doping concentrations for the V-Si TiO? coating.The SEM observation results showed that compared with V5Si50 group and V15Si50 group,the surface pore size of the coating material in V10Si50 group was significantly decreased(P<0.05),and the coating thickness was significantly increased(P<0.05);its crystal structure was mainly anatase type,and the MB degradation rate of the coating material in V10Si50 group after 9 h of visible light catalysis was significantly increased(P<0.05).Compared with control group,the cell proliferation activity and cell survival rate in V10Si50 group were significantly increased at 1,2,and 4 d of cell culture(P<0.05);at 2 and 4 d of cell culture,the cell proliferation activity and cell survival rate in V5Si50 group and V15Si50 group were significantly decreased(P<0.05).Compared with PT,PEO,and Si50 groups,the colony counts of two kinds of the bacteria in V10 group and V10Si50 group after visible light irradiation for 2 h were significantly decreased(P<0.05).Compared with PT group and PEO group,the ROS levels in two kinds of the bacteria in V10Si50 group after 2 h of irradiation were significantly increased(P<0.05).Compared with V10Si50 group,the colony counts of two kinds of the bacteria in NAC+V10Si50 group were significantly increased(P<0.05).Conclusion:A reasonably loaded V-Si TiO? coating material(V10Si50)was screened out,which maintained good biological activity and significantly enhanced the antibacterial effect under visible light irradiation.

OBJECTIVE：To study the effect and potential mechanism of the total flavonoids from Marchantia convoluta on anti-hepatic fibrosis in the mice. METHODS ：Seventy-two mice were randomly divided into blank group ，model group ，positive control group （colchicine 0.2 mg/kg）and M. convoluta total flavonoids high-dose ，medium-dose and low-dose groups （300，150， 75 mg/kg），with 12 mice in eac group. Except for blank group ，other groups were subcutaneously given 25％ CCl4-peanut oil solution on the back to induce liver fibrosis model. At the same time ，blank group and model group were given water intragastrically，while other groups were given relevant medicine intragastrically 20 mL/kg，once a day ，for consecutive 10 weeks. After last administration ，the serum levels of ALT and AST were detected . Histopathological changes of liver tissue in mice was observed. The levels of COL- Ⅰ，COL-Ⅲ and TGF-β1 in liver tissue were detected . The protein expression levels of α-SMA and TGF-β1，Smad2，Smad4 and Smad 7 in liver tissue were detected . The expression levels of TGF-β1，Smad2，Smad4 and Smad 7 mRNA in liver tissue were detected . RESULTS ：Compared with blank group ，the serum levels of ALT and AST in model group，the levels of COL- Ⅰ，COL-Ⅲ and TGF-β1 in liver tissue，protein expression levels of α-SMA，TGF-β1，Smad2 and Smad 4，mRNA expression levels of TGF-β1，Smad2 and Smad4 were increased significantly （P＜0.05 or P＜0.01）.The mRNA and protein expression levels of Smad 7 in liver tis sue were decreased significantly （P＜0.05）. The degree of liver tissue injury and collagen fiber hyperplasia were serious. Compared with model group ，above indexes of mice were reversed significantly in positive control group and M. convoluta total flavonoids high-dose group （P＜0.05 or P＜0.01）. Serum level of ALT ，the levels of COL- Ⅰ，mRNA and protein expression of TGF-β1，Smad2 and Smad 4 in liver tissue were decreased significantly in M. convoluta total flavonoids medium-dose group （P＜0.05 or P＜0.01）. Protein expression of Smad 2 and Smad 4 in liver tissue were decreased significantly in M. convoluta total flavonoids low-dose group （P＜0.05）. The liver injury and fibrosis of mice were relieved in administration groups. CONCLUSIONS ：M. convoluta total flavonoids possess the effect of anti-hepatic fibrosis ，the mechanism of which is related to the regulation of mRNA and protein expression of TGF-β1，Smad2，Smad4 and Smad 7 in the signaling pathway of TGF-β/Smad.