As a major challenge in the global field of critical care medicine, sepsis is associated with high morbidity and mortality, driving intensive research into the development of precise risk prediction models. Among these, machine learning and deep learning-based predictive models have garnered particular attention. This article systematically reviews the evolution of sepsis risk prediction models and the challenges associated with their clinical translation, with a focus on their clinical applicability in common septic complications, including acute kidney injury, encephalopathy, and coagulation disorders. Current evidence indicates that machine learning models, by integrating multidimensional dynamic data from electronic health records, significantly enhance early warning capabilities and individualized predictive performance. However, major bottlenecks limiting clinical translation include insufficient data standardization, lack of model interpretability, and inadequate external validation. Future research should prioritize multicenter collaboration, time-series modeling strategies, and explainable artificial intelligence frameworks to optimize clinical translation pathways and facilitate the paradigm shift from traditional empirical approaches to data-driven precision strategies in sepsis risk stratification.

Arginine methylation is a critical post-translational modification that plays multifaceted biological functions. However, the manipulation of protein arginine methylation largely depends on genetic or pharmaceutic inhibition of the regulatory enzymes, protein arginine methyltransferases (PRMTs), or non-methylation substitution of corresponding arginine residue to lysine or alanine of protein of interest (POI), which inevitably affects other substrates, or disrupts the structure of POI. Thus, it urges an approach to specifically modulate the arginine methylation of a POI under physiological conditions. To this end, we report the discovery of a methylation tagging system (MeTAG), that enables targeted modification of protein arginine methylation. Through bridging the methyltransferase PRMT5 proximity to a POI, MeTAG facilitates the arginine methylation of POIs, including known arginine methylated proteins, androgen receptor (AR) and protein kinase B (AKT), as well as a neo-substrate E1A binding protein (p300), in a reversible and PRMT5-dependent manner. Moreover, MeTAG can regulate downstream signaling in a methylation dependent manner, leading to downregulation of PSMA mRNA level and activation of AKT. Therefore, MeTAG represents a feasible approach to modulate protein methylation and thereby perturbs protein function in biological and therapeutic contexts.

Hepatic osteodystrophy is a common complication in patients with chronic liver disease and is influenced by various risk factors， and it has become one of the important influencing factors for the prognosis of liver transplantation. By analyzing the influencing factors for bone health and bone metabolism during the perioperative period of liver transplantation， this article emphasizes the importance of a comprehensive assessment of bone health and necessary interventions at this stage， with an aim to reduce the risk of postoperative complications and improve the long-term prognosis of patients. A deeper exploration of the association between hepatic osteodystrophy and the prognosis of liver transplantation can help to reveal the key influencing factors for postoperative outcomes， thus providing a theoretical basis for optimizing postoperative management strategies. Furthermore， advances in this research field will offer new insights into the treatment of patients receiving liver transplantation， and it is expected to further improve quality of life and long-term survival rate.

Objective To identify the key influencing factors and role mechanisms of large-scale medical equip-ment allocation decision-making in public hospitals,and to provide a reference basis for optimizing resource alloca-tion strategies.Methods Through searching the literature related to large-scale medical equipment decision-making in public hospitals and combing the policies,the system of decision-making influencing factors was initially screened.The Delphi method and decision-making trial and evaluation laboratory method were used to obtain the key influencing factors of equipment allocation decision-making and to determine the interaction effects among the factors.Results A total of seven cause factors and nine effect factors were screened.Among them,cost-benefit analysis,equipment technical performance,and evaluation of similar equipment were the top three key drivers;leadership emphasis,equipment market price,and equipment supporting facilities were the top three key con-straints.Conclusion Priority be given to strengthening the management of driving factors,mainly by conducting a full-cycle assessment of cost-effectiveness,paying attention to the clinical value output of equipment technical performance,and monitoring regionally similar equipment.A dynamic response mechanism for constraints should be established,mainly to strengthen leadership decision-making,implement a centralized procurement price nego-tiation model and improve the pre-assessment system for ancillary facilities.

Objective To investigate the underlying mechanism of Hongyu Decoction in the treatment of inflammatory bowel disease(IBD)based on serum amino acid metabolism.Methods A total of 50 male C57BL/6J mice were divided into control group,model group,sulfasalazine(SASP)group and Hongyu Decoction low-and high-dosage groups,with 10 mice in each group.Except for the control group,the rest groups were treated with 3%dextran sulfate sodium freely for seven consecutive days to establish the IBD model.The SASP group was given SASP solution at a dosage of 200 mg/kg by gavage,while the Hongyu Decoction low-and high-dosage groups were given Hongyu Decoction freeze-dried powder solution at dosages of 0.5 and 2.0 g/kg respectively by gavage for 11 consecutive days.The general condition was monitored and DAI score were calculated.After the mice were sacrificed,the length of colons was measured,ELISA was used to detect serum TNF-α,IL-1β,IL-17 contents,HE staining was used to observe the morphology of colon tissue,and Alizarin blue staining was used to evaluate the secretion of mucin levels by intestinal epithelial goblet cells,UPLC-MS and multivariate statistical methods were used to analyze the serum amino acid metabolism profiles of mice in the control group,model group and Hongyu Decoction high-dosage group,and differential amino acids were screened.Pathway enrichment analysis was performed on differential amino acids using MetaboAnalyst 5.0.Results Compared with the control group,the DAI score of the model group mice significantly increased(P<0.001),the colon length was significantly shortened(P<0.001),and the serum contents of TNF-α,IL-1β and IL-17 significantly increased(P<0.001);with widespread ulceration of colon tissue,disappearance of mucosal epithelium and intestinal crypt structure,infiltration of lymphocytes and neutrophils,congestion and edema of intestinal mucosa,proliferation of submucosal connective tissue,reduced number of colonic goblet cells and mucin secretion.Compared with the model group,the Hongyu Decoction high-dosage group showed a significant decrease in DAI score(P<0.001),while the SASP group and the Hongyu Decoction low-and high-dosage groups showed a significant increase in colon length(P<0.05,P<0.001),and the serum contents of TNF-α,IL-1β and IL-17 were significantly reduced(P<0.001);the colonic villi were relatively intact,the glands were clear and arranged neatly,the branches of the intestinal crypts were obvious,no obvious edema was observed,and the number of colonic goblet cells and mucin secretion increased.Seven potential biomarkers for IBD in mice were identified through serum metabolomics screening,including tryptophan,serine,glutamate,valine,histidine,methionine and phenylalanine;two potential biomarkers for the treatment of IBD with Hongyu Decoction were identified,namely valine and tyrosine.The results of pathway enrichment analysis showed that the differential amino acids in the model group mainly involved the biosynthesis of phenylalanine,tyrosine and tryptophan,histidine metabolism,cysteine and methionine metabolism,phenylalanine metabolism and arginine biosynthesis;the differential amino acids in Hongyu Decoction high-dosage group mainly involved the biosynthesis of phenylalanine,tyrosine and tryptophan,as well as the metabolism of alanine,aspartate and glutamate,and the biosynthesis of arginine.Conclusion Hongyu Decoction can improve intestinal epithelial damage and inflammatory cell infiltration in IBD mice,protect the integrity of the intestinal mucosal barrier,and may be related to regulating amino acid metabolism in the body.

Objective To investigate the underlying mechanism of Hongyu Decoction in the treatment of inflammatory bowel disease(IBD)based on serum amino acid metabolism.Methods A total of 50 male C57BL/6J mice were divided into control group,model group,sulfasalazine(SASP)group and Hongyu Decoction low-and high-dosage groups,with 10 mice in each group.Except for the control group,the rest groups were treated with 3%dextran sulfate sodium freely for seven consecutive days to establish the IBD model.The SASP group was given SASP solution at a dosage of 200 mg/kg by gavage,while the Hongyu Decoction low-and high-dosage groups were given Hongyu Decoction freeze-dried powder solution at dosages of 0.5 and 2.0 g/kg respectively by gavage for 11 consecutive days.The general condition was monitored and DAI score were calculated.After the mice were sacrificed,the length of colons was measured,ELISA was used to detect serum TNF-α,IL-1β,IL-17 contents,HE staining was used to observe the morphology of colon tissue,and Alizarin blue staining was used to evaluate the secretion of mucin levels by intestinal epithelial goblet cells,UPLC-MS and multivariate statistical methods were used to analyze the serum amino acid metabolism profiles of mice in the control group,model group and Hongyu Decoction high-dosage group,and differential amino acids were screened.Pathway enrichment analysis was performed on differential amino acids using MetaboAnalyst 5.0.Results Compared with the control group,the DAI score of the model group mice significantly increased(P<0.001),the colon length was significantly shortened(P<0.001),and the serum contents of TNF-α,IL-1β and IL-17 significantly increased(P<0.001);with widespread ulceration of colon tissue,disappearance of mucosal epithelium and intestinal crypt structure,infiltration of lymphocytes and neutrophils,congestion and edema of intestinal mucosa,proliferation of submucosal connective tissue,reduced number of colonic goblet cells and mucin secretion.Compared with the model group,the Hongyu Decoction high-dosage group showed a significant decrease in DAI score(P<0.001),while the SASP group and the Hongyu Decoction low-and high-dosage groups showed a significant increase in colon length(P<0.05,P<0.001),and the serum contents of TNF-α,IL-1β and IL-17 were significantly reduced(P<0.001);the colonic villi were relatively intact,the glands were clear and arranged neatly,the branches of the intestinal crypts were obvious,no obvious edema was observed,and the number of colonic goblet cells and mucin secretion increased.Seven potential biomarkers for IBD in mice were identified through serum metabolomics screening,including tryptophan,serine,glutamate,valine,histidine,methionine and phenylalanine;two potential biomarkers for the treatment of IBD with Hongyu Decoction were identified,namely valine and tyrosine.The results of pathway enrichment analysis showed that the differential amino acids in the model group mainly involved the biosynthesis of phenylalanine,tyrosine and tryptophan,histidine metabolism,cysteine and methionine metabolism,phenylalanine metabolism and arginine biosynthesis;the differential amino acids in Hongyu Decoction high-dosage group mainly involved the biosynthesis of phenylalanine,tyrosine and tryptophan,as well as the metabolism of alanine,aspartate and glutamate,and the biosynthesis of arginine.Conclusion Hongyu Decoction can improve intestinal epithelial damage and inflammatory cell infiltration in IBD mice,protect the integrity of the intestinal mucosal barrier,and may be related to regulating amino acid metabolism in the body.

Objective To identify the key influencing factors and role mechanisms of large-scale medical equip-ment allocation decision-making in public hospitals,and to provide a reference basis for optimizing resource alloca-tion strategies.Methods Through searching the literature related to large-scale medical equipment decision-making in public hospitals and combing the policies,the system of decision-making influencing factors was initially screened.The Delphi method and decision-making trial and evaluation laboratory method were used to obtain the key influencing factors of equipment allocation decision-making and to determine the interaction effects among the factors.Results A total of seven cause factors and nine effect factors were screened.Among them,cost-benefit analysis,equipment technical performance,and evaluation of similar equipment were the top three key drivers;leadership emphasis,equipment market price,and equipment supporting facilities were the top three key con-straints.Conclusion Priority be given to strengthening the management of driving factors,mainly by conducting a full-cycle assessment of cost-effectiveness,paying attention to the clinical value output of equipment technical performance,and monitoring regionally similar equipment.A dynamic response mechanism for constraints should be established,mainly to strengthen leadership decision-making,implement a centralized procurement price nego-tiation model and improve the pre-assessment system for ancillary facilities.

Femoral intertrochanteric fracture is one of the common types of fractures in the elderly. With the general improvement of medical and living standards, the number of elderly people is increasing, and the problem of osteoporosis has also become relatively prominent. Therefore, low violence can usually cause fractures in this area of the elderly, which has a significant negative impact on the quality of life of elderly patients. With the further development of medical technology and internal fixation materials, the emergence of proximal femoral nail antirotation(PFNA) has greatly improved the treatment effect of femoral intertrochanteric fractures in elderly patients. However, with the increasing number of patients treated, internal fixation failures have gradually been reported. In recent years, proximal femoral biomimetic intramedullary nail(PFBN) has been reported to have good clinical efficacy. Therefore, this article mainly elaborates on the theoretical basis, design characteristics, biomechanics, and clinical efficacy research of PFBN, providing more reference for the clinical treatment of femoral intertrochanteric fractures in elderly patients in the future.

Objective:To evaluate the role of Z-DNA-binding protein 1 (ZBP1)/receptor-interacting protein kinase 1 (RIPK1) signaling pathway in lipopolysaccharide (LPS)-adenosine triphosphate (ATP)-induced pyroptosis in macrophages of mice.Methods:The RAW264.7 macrophages from mice were routinely cultured and divided into 6 groups ( n=9 each) using a random number table method: control group (group C), LPS-ATP group, LPS-ATP+ transfection negative control scRNA group (group LPS-ATP+ scRNA), LPS-ATP+ ZBP1 small interference RNA group (group LPS-ATP+ siRNA), LPS-ATP+ dimethyl sulfoxide group (group LPS-ATP+ DSMO), and LPS-ATP+ RIPK1 inhibitor nec-1 group (group LPS-ATP+ nec-1). The siRNA technique was used to inhibit the expression of ZBP1 in group LPS-ATP+ siRNA. The RIPK1 inhibitor nec-1 was given to inhibit the expression of RIPK1 protein in group LPS-ATP+ nec-1. Group C was routinely cultured. Cells were incubated with 10 μg/ml LPS for 24 h, then 5 mmol/L ATP was added, and the cells were incubated for 30 min to develop the cell pyroptosis model in the remaining 5 groups. The cell survival was detected by the CCK-8 assay. The concentrations of interleukin-1beta (IL-1β), IL-6, IL-18 and tumor necrosis factor-alpha (TNF-α) in cell supernatant were determined by enzyme-linked immunosorbent assay. The pyroptosis was determined by propidium iodide fluorescence staining. Western blot was used to detect the expression of ZBP1, RIPK1, caspase-1 and GSDMD. Results:Compared with group C, the cell survival rate was significantly decreased, the cell pyroptosis rate and concentrations of IL-1β, IL-6, IL-18 and TNF-α in the supernatant were increased, and the expression of ZBP1, RIPK1, caspase-1 and GSDMD was up-regulated in group LPS-ATP ( P<0.05). Compared with group LPS-ATP, no significant change was found in the parameters mentioned above in group LPS-ATP+ scRNA and group LPS-ATP+ DSMO ( P>0.05). Compared with group LPS-ATP+ scRNA, the cell survival rate was significantly increased, the cell pyroptosis rate and concentrations of IL-1β, IL-6, IL-18 and TNF-α in the supernatant were decreased, and the expression of ZBP1, RIPK1, caspase-1 and GSDMD was down-regulated in group LPS-ATP+ siRNA ( P<0.05). Compared with group LPS-ATP+ DMSO, the cell survival rate was significantly increased, the cell pyroptosis rate and concentrations of IL-1β, IL-6, IL-18 and TNF-α in the supernatant were decreased, the expression of ZBP1, caspase-1 and GSDMD was down-regulated ( P<0.05), and no significant change was found in the expression of ZBP1 in group LPS-ATP+ nec-1 ( P>0.05). Conclusions:Activation of ZBP1/RIPK1 signaling pathway is involved in LPS-ATP-induced pyroptosis in macrophages of mice.

Objective:To evaluate the relationship between inositol-requiring enzyme 1α-X box-binding protein 1 (IRE1α-XBP1) signaling pathway in endoplasmic reticulum and neutrophil extracellular traps during endotoxin-induced acute lung injury (ALI) in mice.Methods:Forty-eight SPF healthy male C57BL/6 mice, aged 6-8 weeks, weighing 25-30 g, were divided into 4 groups ( n=12 each) using a random number table method: control group (C group), STF-083010 group (ST group), lipopolysaccharide (LPS)-induced ALI group (ALI group) and LPS-induced ALI + STF-083010 group (ALI+ ST group). The ALI model was established by inhaling aerosolized LPS in ALI group and ALI+ ST group. The equal volume of aerosolized normal saline was inhaled in C and ST groups. IRE1α inhibitor STF-083010 50 mg/kg was intraperitoneally injected at 1 h before developing the model in ST and ALI+ ST groups, and the equal volume of normal saline was intraperitoneally injected in the other two groups. The mice were sacrificed after anesthesia at 24 h after developing the model. Bronchoalveolar lavage fluid (BALF) and lung tissues were collected for determination of the pathological changes (by light microscopy) which were scored, wet/dry lung weight (W/D) ratio, concentrations of interleukin-1beta (IL-1β), IL-18 and myeloperoxidase (MPO) in the BALF supernatant, and expression of phosphorylated IRE1α(p-IRE1α), XBP1s and citrullinated histone H3 (Cit H3) in lung tissues (using Western blot). Results:Compared to group C, the lung injury scores and W/D ratio were significantly increased at 24 h after developing the model, the concentrations of IL-1β, IL-18 and MPO in BALF were increased, and the expression of p-IRE1α, XBP1s and Cit H3 in lung tissues was up-regulated in ALI and ALI+ ST groups. Compared to group L, the lung injury scores and W/D ratio were significantly decreased at 24 h after developing the model, the concentrations of IL-1β, IL-18 and MPO in BALF were decreased, and the expression of p-IRE1α, XBP1s and Cit H3 in lung tissues was down-regulated in group ALT+ ST ( P<0.05). Conclusions:The IRE1α-XBP1 signaling pathway in endoplasmic reticulum is involved in endotoxin-induced ALI by up-regulating the expression of neutrophil extracellular traps in mice.