Objective To explore the application of artificial intelligence (AI) in the standardized training of thoracic surgery residents, specifically in enhancing clinical skills and anatomical understanding through AI-assisted lung nodule identification and lung segment anatomy teaching. Methods Thoracic surgery residents undergoing standardized training at Peking Union Medical College Hospital from September 2023 to September 2024 were selected. They were randomly assigned to a trial group and a control group using a random number table. The trial group used AI-assisted three-dimensional reconstruction technology for lung nodule identification, while the control group used conventional chest CT images. After basic teaching and self-practice, the ability to identify lung nodules on the same patient CT images was evaluated, and feedback was collected through questionnaires. Results A total of 72 residents participated in the study, including 30 (41.7%) males and 42 (58.3%) females, with an average age of (24.0±3.0) years. The trial group showed significantly better overall diagnostic accuracy for lung nodules (91.9% vs. 73.3%) and lung segment identification (100.0% vs. 83.70%) compared to the control group, and the reading time was significantly shorter [ (118.5±10.5) s vs. (332.1±20.2) s, P<0.01]. Questionnaire results indicated that 94.4% of the residents had a positive attitude toward AI technology, and 91.7% believed that it improved diagnostic accuracy. Conclusion AI-assisted teaching significantly improves thoracic surgery residents’ ability to read images and clinical thinking, providing a new direction for the reform of standardized training.

Objective To construct and verify a risk prediction model of emergence agitation in patients undergoing thoracoscopic radical resection of lung cancer,and to screen the optimal model by using machine learning algorithm,so as to provide references for clinical formulation of a nursing risk management plan.Methods The convenience sampling method was used to retrospectively select 476 patients who underwent thoracoscopic radical resection of lung cancer in a tertiary hospital in Hangzhou,Zhejiang Province from January to December 2023 as a construction group.Logistic regression,decision tree,random forest and naive Bayesian model were constructed by SPSS 29.0 and R 4.3.0 software.The prediction performance of each model was compared by accuracy,precision,recall,F1 score and area under the receiver operating characteristic curve,and the optimal model was screened.From January to June 2024,204 patients in the unit were prospectively selected as the research subjects of an external validation group.The discrimination and calibration of the optimal model were evaluated by AUC value and calibration curve.Results A total of 680 patients completed the survey.All 4 models showed that multimodal analgesia,thoracic drainage tube type,pain score,tracheal intubation type,state anxiety and catheter indwelling time were the influencing factors of emergence agitation in patients undergoing thoracoscopic radical resection of lung cancer(P＜0.05).The 4 risk prediction models showed that the random forest prediction model had the best comprehensive performance.The external verification results showed that the AUC value was 0.913,and the calibration curve fitted well with the 45° ideal line.Conclusion Among the 4 risk prediction models,the random forest prediction model has the best performance,which is more suitable for the assessment of the risk of emergence agitation in patients undergoing thoracoscopic radical resection of lung cancer,and has good generalization and clinical application value.

Objective:To explore the related risk factors of neonatal necrotizing enterocolitis (NEC) by constructing and comparing nine regression models.Methods:All NEC patients admitted to the neonatal internal medicine department, neonatal surgery department, and neonatal intensive care unit of Shanxi Provincial Children's Hospital (Shanxi Provincial Maternity and Child Health Center) from 2020 to 2022 were included as the case group. A control group consisted of children admitted during the same period based on the inclusion and exclusion criteria. The NEC data collected were used for feature selection by using the Boruta algorithm. Logistic regression, multi-decision tree gradient boosting, efficient gradient one-sided sampling, random forest, decision tree, gradient boosting decision tree (GBDT), neural network, support vector machine, and K-nearest neighbor models were constructed. The optimal model was selected through rigorous comparison and Shap explainable analysis was performed on the GBDT model.Results:Thirteen key factors were identified through screening for nine regression models construction. After strict comparison and analysis, the GBDT model showed higher stability compared with other eight regression models. In the validation set, the area under the receiver operating characteristic curve of the GBDT model was 0.958, with an accuracy of 0.925, and sensitivity and specificity of 0.827 and 0.950, respectively. Shap explainable analysis on the GBDT model revealed that suffering from anemia, non-invasive ventilator use, procalcitonin use, premature birth, and low birth weight increased the risk for NEC, while breastfeeding and probiotics decreased the risk for NEC.Conclusion:This study identified the risk factors and protective factors for NEC by using the GBDT model, which provided evidnce for the prevention and treatment of NEC.

The incomplete degradation of tumour cells by macrophages(Mφ)is a contributing factor to tumour progression and metastasis,and the degradation function of Mφ is mediated through phagosomes and lysosomes.In our preliminary experiments,we found that overactivation of NADPH oxidase 2(NOX2)reduced the ability of Mφ to degrade engulfed tumour cells.Above this,we screened out liquiritin from Glycyrrhiza uralensis Fisch,which can significantly inhibit NOX2 activity and inhibit tumours,to elucidate that suppressing NOX2 can enhance the ability of Mφ to degrade tumour cells.We found that the tumour environment could activate the NOX2 activity in Mφ phagosomes,causing Mφ to produce excessive reactive oxygen species(ROS),thus prohibiting the formation of phagolysosomes before degradation.Conversely,inhibiting NOX2 in Mφ by liquiritin can reduce ROS and promote phagosome-lysosome fusion,therefore improving the enzymatic degradation of tumour cells after phagocytosis,and subse-quently promote T cell activity by presenting antigens.We further confirmed that liquiritin down-regulated the expression of the NOX2 specific membrane component protein gp91 phox,blocking its binding to the NOX2 cytoplasmic component proteins p67 phox and p47 phox,thereby inhibiting the activity of NOX2.This study elucidates the specific mechanism by which Mφ cannot degrade tumour cells after phagocytosis,and indicates that liquiritin can promote the ability of Mφ to degrade tumour cells by suppressing NOX2.

BACKGROUND:Tumor microenvironment can participate in the occurrence and development of gastric cancer and promote chemotherapy resistance in various ways.Among them,the tumor microenvironment crosstalk mediated by exosomal miRNAs can induce matrix reprogramming,participate in tumor heterogeneity,and form a microenvironment conducive to tumor proliferation,migration,invasion,immune escape,and chemotherapy resistance.OBJECTIVE:To review the mechanism of action of exosomal miRNAs in the microenvironment of gastric cancer and its application in the diagnosis and prognosis assessment of gastric cancer in recent years.METHODS:"Exosomal miRNAs,gastric cancer,angiogenesis,apoptosis,proliferation,migration,autophagy,invasion,immune response,chemotherapy resistance,biomarker"for English search terms and"exosomal miRNAs,gastric cancer"for Chinese search terms were searched in PubMed and CNKI databases.The search period was from 2017 to 2024.After preliminary screening by reading the title and abstract,the articles with poor correlation and repeated content were excluded,and 77 articles were finally included for induction and discussion.RESULTS AND CONCLUSION:(1)Exosomes,as important carriers of intercellular information exchange,can carry a variety of information substances such as miRNA,and realize intercellular signal transmission through three ways:activation of cell surface receptors on target cells,fusion with the plasma membrane of recipient cells,and endocytosis.(2)Exosomal miRNAs play an important role in the progression of gastric cancer by regulating the proliferation,apoptosis,autophagy,angiogenesis,invasion and metastasis,immune response,and the formation of drug resistance of gastric cancer cells.(3)The interaction between miRNAs and target mRNA and its regulatory network are widely found in tumorigenesis and human cancer development.Different types of exosomal miRNAs have different effects on the regulation of apoptosis of gastric cancer cells,and the effects of different exosomal miRNAs on apoptosis related proteins and pathways of gastric cancer cells are screened.Rational use of its inducers or inhibitors can regulate the apoptosis level of gastric cancer cells.(4)Exosomal miRNAs of different cell origin play an important role in the establishment of tumor microenvironment,angiogenesis,immune response,and chemotherapy resistance by inducing M1-polarized macrophages to M2 type.(5)Exosomal miRNAs exist extensively and stably in blood and other body fluids,and their differential expression in patients with gastric cancer can be used as a basis for diagnosis,prognosis,and treatment of patients with gastric cancer.Currently,exosomal miRNAs widely studied as biomarkers include miR-379-5p,miR-590-5p,miR-29s,miR-21,etc.Among them,the sensitivity and specificity of miR-590-5p are 63.7％and 86％,respectively.The expression level of miR-590-5p is closely related to the overall survival rate and the depth of invasion of gastric cancer patients.(6)The design of exosomal miRNAs mimics or inhibitors and their targeted delivery to the tumor site using nano-delivery vectors(such as exosomes and liposomes)to restore the normal level of miRNAs may be a new strategy for the treatment of gastric cancer.(7)Although exosomal miRNAs have great application prospects in the diagnosis and treatment of gastric cancer patients,there are still some problems to be solved.For example,the potential targets and mechanisms of exosomal miRNAs have not been fully explored,and their effectiveness and safety need to be further confirmed.The extraction and purification of exosomes lack standardized large-scale preparation processes.

Objective:To correlate the expression of interleukin-6 (IL-6), CD40 ligand (CD40L), and soluble triggering receptor expressed on myeloid cells 1 (sTREM-1) with regulatory T lymphocyte (Treg)/helper T lymphocyte 17 (Th17) in children with immune thrombocytopenic purpura (ITP) and to assess their combined diagnostic value.Methods:A retrospective study was conducted involving 80 children with ITP (ITP group) and 80 healthy children undergoing routine health screenings (control group) at Jinhua Central Hospital from February 2023 to February 2024. The levels of IL-6, CD40L, and sTREM-1, along with the Treg/Th17 ratio, were compared between the two groups and among children with different degrees of ITP severity. The correlations between IL-6, CD40L, and sTREM-1 and the severity of ITP, as well as the Treg/Th17 ratio were analyzed. Additionally, the diagnostic value of the combined tests was evaluated.Results:The levels of IL-6, CD40L, and sTREM-1 in the ITP group were (46.53 ± 8.69) ng/L, (6.51 ± 1.51), and (18.76 ± 3.72) ng/L, respectively. These values in the ITP group were significantly higher than those in the control group [(11.72 ± 1.58) ng/L, (4.31 ± 1.25), (8.07 ± 1.34) ng/L, t = 35.25, 10.04, 24.18, all P < 0.001]. The Treg/Th17 ratio in the ITP group was (1.34 ± 0.41), which was significantly lower than that in the control group [(13.56 ± 2.87), t = 37.70, P < 0.001]. In children with severe ITP, the levels of IL-6, CD40L, and sTREM-1 were (56.39 ± 11.70) ng/L, (9.62 ± 1.78), and (24.72 ± 4.81) ng/L, respectively. For those with moderate ITP, the levels were (45.41 ± 8.27) ng/L, (6.38 ± 1.40), and (17.69 ± 3.56) ng/L, respectively. In children with mild ITP, the levels were (37.04 ± 6.32) ng/L, (5.11 ± 1.32), and (14.50 ± 3.04) ng/L. The Treg/Th17 ratio in children with mild ITP was (0.95 ± 0.26), which was significantly lower than that in the moderate (1.37 ± 0.40) and severe (2.88 ± 0.56) groups. All differences were statistically significant among the three groups ( F = 23.98, 42.57, 37.15, 122.23, all P < 0.001). The levels of IL-6, CD40L, and sTREM-1 were positively correlated with the severity of ITP ( r = 0.565, 0.542, 0.538) and negatively correlated with the Treg/Th17 ratio ( r = -0.572, -0.536, -0.532), with all correlations being statistically significant (all P < 0.001). The receiver operating characteristic curve analysis indicated that the area under the curve values for the individual diagnoses of IL-6, CD40L, and sTREM-1 were 0.779, 0.750, and 0.763, respectively. In contrast, the area under the curve value for the combined diagnosis was 0.951, which was greater than that for each individual marker ( Z = 1.924, 2.137, 2.015, P = 0.037, 0.026, 0.031). Conclusions:The levels of IL-6, CD40L, and sTREM-1 in children with ITP are substantially correlated with the severity of ITP and the Treg/Th17 ratio, demonstrating notable diagnostic efficacy for ITP. Notably, the combination of IL-6, CD40L, and sTREM-1 greatly enhances diagnostic value.

To summarize the nursing experience of a patient who underwent an abandoned liver transplantation combined with associating liver partition and portal vein ligation for staged hepatectomy.The main points of nursing included the establishment of a multidisciplinary team before surgery to ensure the smooth progress of the surgery,intraoperative preservation of the abandoned liver and healthcare collaboration for precise portal vein pressure monitoring,postoperative implementation of capacity management for ensuring perfusion of abandoned liver,dynamic monitoring of abandoned liver hyperplasia and prevention of small liver syndrome,individualized immune management and prevention of acute rejection reactions,nutritional support and exercise rehabilitation,strengthening protection and isolation strategies to comprehensively reduce the risk of infection.After treatment and nursing,the patient was discharged on the 28th of surgery.

OBJECTIVE To understand the healthcare-seeking behavior of patients with AIDS co-infected with tu-berculosis and analyze the factors influencing delayed consultation and diagnosis,and to provide a theoretical basis for the implementation of interventional tuberculosis control measures.METHODS Two hundred and two patients with AIDS complicated with tuberculosis who were first admitted to Yunnan Infectious Diseases Hospital from Jan.2020 to Dec.2023 were selected,and their clinical data were collected through the inpatient medical record system.Multivariate logistic regression model was used to analyze the factors influencing delayed consultation and diagnosis.RESULTS Time of admission,place of residence,presence of lung cavities,distribution of lung lesions,intermediate hospital visited,sputum culture results,etiological situation,CD4+/CD8+cell ratio,and CD8+cell counts were the factors influencing delayed consultation(P<0.05).The initial diagnosis and Gene-Xpert results were the factors influencing delayed diagnosis(P<0.05).Multivariate logistic regression analysis showed that ad-mission in 2021(OR=3.842,95%CI:1.651-8.966),and presence of lung cavity(OR=8.007,95%CI:1.381-6.436),single lung lesion accumulation(OR=0.637,95%CI:0.049-8.267)were risk factors for delayed consultation.A 10%reduction in body mass(OR=2.070,95%CI:1.056-4.059)and negative Gene-Xpert re-sults(OR=1.667,95%CI:0.688-4.038)were risk factors for delayed diagnosis.CONCLUSIONS The issues of delayed medical consultation and diagnosis in patients with AIDS complicated with tuberculosis remain severe,with different factors influencing the delay.Special attention should be paid to the screening for latent tuberculosis infection in people infected with HIV.When experiencing suspicious symptoms,patients should go be encouraged to take exams at designated tuberculosis hospitals,repeatedly collect sputum samples and monitor changes in body mass,all of which are positively significant in reducing delays.

With the rapid development of competitive sports, the incidence of anterior cruciate ligament (ACL) injury is on the rise. Such injuries may shorten athletes′ career and lead to other long-term adverse consequences. Although athletes generally recover well after ACL reconstruction, many still struggle to return to their pre-injury performance levels. Advances in the understanding of ACL anatomy and injury mechanisms, along with the evolution of surgical techniques and rehabilitation methods, have provided more individualized and tailored options for athletes following ACL injuries. However, there is currently no consensus in China regarding surgical and rehabilitation strategies for competitive athletes aiming to return to sports after ACL injuries. To this end, the Sports Medicine Committee of the Chinese Research Hospital Association and the Editorial Board of the Chinese Journal of Trauma jointly formulated the Expert consensus on surgical treatment and rehabilitation for competitive sports athletes returning to sports after anterior cruciate ligament injury ( version 2025), and presented 14 recommendations covering surgical indications, preoperative rehabilitation, surgical timing, surgical strategies and postoperative rehabilitation strategies, aiming to improve the surgical treatment and rehabilitation system for ACL injuries in competitive athletes and facilitate their return to high-level sports performance after injury.

Paraplegia caused by spinal cord injury is a serious neurological complication, for which surgery is currently the main treatment method. Due to different surgical approaches, patients are usually expected to maintain a passive prone position for a long time or switch between the supine and prone positions. Affected by multiple factors such as neurogenic sensory disorders, pathological changes in muscle tone and operative duration, the risk of intraoperative acquired pressure injury (IAPI) is significantly increased. Current clinical prevention strategies for IAPI in these patients predominantly focus on localized pressure relief during positioning, lacking systematic, standardized comprehensive prevention protocols or evidence-based guidelines. To address it, Department of Nursing, Orthopedics Branch, China International Exchange and Promotive Association for Medical and Health Care, Spinal Trauma Professional Committee, Orthopedics Branch, Chinese Medical Doctor Association, Nursing Group of Spine and Spinal Cord Professional Committee of Chinese Association of Rehabilitation Medicine organized experts in relevant fields to formulate Guideline for the prevention of intraoperative acquired pressure injury in paraplegic patients with spinal cord injury ( version 2025), based on evidence-based medical evidence and latest research results and clinical practice at home and abroad. Eleven recommendations were put forward from the aspects of preoperative risk assessment, intraoperative prevention strategies, postoperative handover and monitoring, and supportive mechanisms for IAPI prevention, aiming to standardize the prevention measures and management strategies of IAPI in paraplegic patients with spinal cord injury and accelerate the recovery of patients and improve the therapeutic effect.