ObjectiveTo explore the complex network relationships among pain, kinesiophobia, social participation and knee function in patients after total knee arthroplasty (TKA), and to analyze the moderating effects of different socio-structural factors on the rehabilitation network from an ethical equity perspective. MethodsA convenience sampling method was used to select 291 patients who underwent TKA in Qilu Hospital of Shandong University from May to July, 2023. Pain was assessed using Numerical Rating Scale, kinesiophobia with Chinese short version of the Tampa Scale for Kinesiophobia, social participation with Impact on Participation and Autonomy Questionnaire, and knee function with Hospital for Special Surgery Knee Score. A partial correlation network among pain, kinesiophobia, social participation and knee function was constructed using Graphical Least Absolute Shrinkage and Selection Operator. Key variables were identified through node centrality and bridge centrality analysis. Network Comparison Tests (NCT) were used to analyze network differences among subgroups based on different socio-structural characteristics. ResultsIn the network model, the nodes with the highest strength centrality were indoor participation, activity behavior and activity pain. Bridge centrality analysis indicated that activity pain, knee function, indoor participation and activity cognition were key bridge nodes. NCT revealed no significant differences in overall network structure or global strength among subgroups based on residence, education level or payment method (P > 0.05). However, significant differences in edge weights were found for specific edges such as activity cognition-activity behavior and knee function-indoor participation (P < 0.05). ConclusionThere is a network of interactions among pain, kinesiophobia, social participation and knee function in patients after TKA, with nodes such as indoor participation and activity pain playing key roles in the rehabilitation process. Although the overall rehabilitation network is similar across different socio-structural groups, variations exist in specific relational pathways among patients from rural areas, those with lower education levels, and those with out-of-pocket payment. This suggests that clinical rehabilitation interventions should focus on these core nodes and implement targeted support strategies for socio-structurally disadvantaged groups to promote rehabilitation equity.

ObjectiveTo explore the complex network relationships among pain, kinesiophobia, social participation and knee function in patients after total knee arthroplasty (TKA), and to analyze the moderating effects of different socio-structural factors on the rehabilitation network from an ethical equity perspective. MethodsA convenience sampling method was used to select 291 patients who underwent TKA in Qilu Hospital of Shandong University from May to July, 2023. Pain was assessed using Numerical Rating Scale, kinesiophobia with Chinese short version of the Tampa Scale for Kinesiophobia, social participation with Impact on Participation and Autonomy Questionnaire, and knee function with Hospital for Special Surgery Knee Score. A partial correlation network among pain, kinesiophobia, social participation and knee function was constructed using Graphical Least Absolute Shrinkage and Selection Operator. Key variables were identified through node centrality and bridge centrality analysis. Network Comparison Tests (NCT) were used to analyze network differences among subgroups based on different socio-structural characteristics. ResultsIn the network model, the nodes with the highest strength centrality were indoor participation, activity behavior and activity pain. Bridge centrality analysis indicated that activity pain, knee function, indoor participation and activity cognition were key bridge nodes. NCT revealed no significant differences in overall network structure or global strength among subgroups based on residence, education level or payment method (P > 0.05). However, significant differences in edge weights were found for specific edges such as activity cognition-activity behavior and knee function-indoor participation (P < 0.05). ConclusionThere is a network of interactions among pain, kinesiophobia, social participation and knee function in patients after TKA, with nodes such as indoor participation and activity pain playing key roles in the rehabilitation process. Although the overall rehabilitation network is similar across different socio-structural groups, variations exist in specific relational pathways among patients from rural areas, those with lower education levels, and those with out-of-pocket payment. This suggests that clinical rehabilitation interventions should focus on these core nodes and implement targeted support strategies for socio-structurally disadvantaged groups to promote rehabilitation equity.

ObjectiveTo explore the complex network relationships among pain, kinesiophobia, social participation and knee function in patients after total knee arthroplasty (TKA), and to analyze the moderating effects of different socio-structural factors on the rehabilitation network from an ethical equity perspective. MethodsA convenience sampling method was used to select 291 patients who underwent TKA in Qilu Hospital of Shandong University from May to July, 2023. Pain was assessed using Numerical Rating Scale, kinesiophobia with Chinese short version of the Tampa Scale for Kinesiophobia, social participation with Impact on Participation and Autonomy Questionnaire, and knee function with Hospital for Special Surgery Knee Score. A partial correlation network among pain, kinesiophobia, social participation and knee function was constructed using Graphical Least Absolute Shrinkage and Selection Operator. Key variables were identified through node centrality and bridge centrality analysis. Network Comparison Tests (NCT) were used to analyze network differences among subgroups based on different socio-structural characteristics. ResultsIn the network model, the nodes with the highest strength centrality were indoor participation, activity behavior and activity pain. Bridge centrality analysis indicated that activity pain, knee function, indoor participation and activity cognition were key bridge nodes. NCT revealed no significant differences in overall network structure or global strength among subgroups based on residence, education level or payment method (P > 0.05). However, significant differences in edge weights were found for specific edges such as activity cognition-activity behavior and knee function-indoor participation (P < 0.05). ConclusionThere is a network of interactions among pain, kinesiophobia, social participation and knee function in patients after TKA, with nodes such as indoor participation and activity pain playing key roles in the rehabilitation process. Although the overall rehabilitation network is similar across different socio-structural groups, variations exist in specific relational pathways among patients from rural areas, those with lower education levels, and those with out-of-pocket payment. This suggests that clinical rehabilitation interventions should focus on these core nodes and implement targeted support strategies for socio-structurally disadvantaged groups to promote rehabilitation equity.

Objective To preliminary explore the imaging manifestations of digital breast tomosynthesis (DBT) and contrast-enhanced mammography (CEM) in triple-negative breast cancer (TNBC) patients with different levels of human epidermal growth factor receptor 2 (HER2) expression. Methods A retrospective analysis was conducted on TNBC patients who underwent preoperative DBT or CEM examinations at Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine from January 2018 to December 2019 and Shanghai Second People’s Hospital from January 2022 to May 2025. Clinical data, pathological and immunohistochemical results, and imaging data were collected. Results A total of 69 TNBC patients pathologically confirmed as invasive ductal carcinoma were included, among which 34 underwent DBT and 35 underwent CEM. Among these patients, 34 (49.28%) had HER2-low expression and 35 (50.72%) had HER2-zero expression. DBT results showed that the proportion of spiculation signs in HER2-low group (n＝14) was significantly higher than that in HER2-zero group (n＝20; P＝0.009, P_adj＝0.045). However, there were no significant differences in breast density type, mass shape, or calcification between the two groups. CEM results showed that on low-energy images, the proportion of spiculation signs in the HER2-low group (n＝20) was higher than that in the HER2-zero group (n＝15; P＝0.011, P_adj＝0.077). Results of CEM showed that on reconstructed images, differences in background parenchymal enhancement and mass enhancement patterns between the two groups were not statistically significant; in both groups, heterogeneous enhancement was the most common, followed by homogeneous enhancement, with ring enhancement being the least common. Conclusions TNBC with low HER2 expression and TNBC with zero HER2 expression may have potential differences in the presentation of spiculation signs on DBT. However, the correlation between CEM manifestations and TNBC with different HER2 expression levels requires further research.

Under the background of rapid development of artificial intelligence(AI),this paper systematically proposes AI-based education(AIBE).It empowers the teaching process,learning process,research process,and teaching management with AI,and constructs an AI-based educational paradigm,including AI-based teaching(AIBT),AI-based learning(AIBL),AI-based re-search(AIBR),and AI-based management(AIBM).Taking the AI course of immunology teaching as an example,this paper deeply analyzes the practices and explorations of implementing AIBT,AIBL,AIBR and AIBM based on the AI course,so as to accelerate the promotion of the transformation of the fourth generation of medical education.

Objective:To explore the neuroprotective effects of Panax notoginseng saponin(PNS)on rats with cere-bral ischemia.Method:Ninety-six Wistar rats were randomly divided into Sham operation(Sham)group,middle cere-bral artery occlusion(MCAO)group and MCAO+PNS group(intraperitoneal injection of PNS 100 mg/kg).Neurolog-ical function deficit score and balance beam test were used to evaluate neural and motor function in rats.2,3,5-triphe-nyl tetrazolium chloride(TTC)staining was used to detect the volume of cerebral infarction.Hematoxylin and eosin staining and Nissl staining were used to observe the pathological changes of hippocampal tissue.Levels of Beclin-1 and LC3-Ⅱ in the cerebral cortex of the rats were measured by immunohistochemical staining.The protein levels of Beclin-1,microtubule-associated protein 1 light chain 3-Ⅱ(LC3-Ⅱ)and AMP-activated protein kinase(AMPK)/mammalian target of rapamycin(mTOR)signaling pathway related factors in brain tissue were determined by Western blot.Results:Compared with Sham group,MCAO group showed neuronal necrosis,unclear cytoplasmic boundary and severe atrophy in the hippocampal tissue;Neurological deficit score,cross beam walking time and cerebral infarction volume were significantly increased(P＜0.05);Beclin-1 and LC3-Ⅱ protein expression levels,p-AMPKα/AMPKα ratio and the number of Beclin-1 and LC3-Ⅱ positive cells in brain tissue were significantly increased,while p-mTOR/mTOR ra-tio were significantly decreased(P＜0.05).After PNS treatment,the above phenomena were significantly improved.Conclusion:PNS can improve the neurological function of MCAO rats by inhibiting AMPK/mTOR pathway mediated autophagy,which is a potential effective drug for the treatment of cerebral ischemia.

Objective:To explore the neuroprotective effects of Panax notoginseng saponin(PNS)on rats with cere-bral ischemia.Method:Ninety-six Wistar rats were randomly divided into Sham operation(Sham)group,middle cere-bral artery occlusion(MCAO)group and MCAO+PNS group(intraperitoneal injection of PNS 100 mg/kg).Neurolog-ical function deficit score and balance beam test were used to evaluate neural and motor function in rats.2,3,5-triphe-nyl tetrazolium chloride(TTC)staining was used to detect the volume of cerebral infarction.Hematoxylin and eosin staining and Nissl staining were used to observe the pathological changes of hippocampal tissue.Levels of Beclin-1 and LC3-Ⅱ in the cerebral cortex of the rats were measured by immunohistochemical staining.The protein levels of Beclin-1,microtubule-associated protein 1 light chain 3-Ⅱ(LC3-Ⅱ)and AMP-activated protein kinase(AMPK)/mammalian target of rapamycin(mTOR)signaling pathway related factors in brain tissue were determined by Western blot.Results:Compared with Sham group,MCAO group showed neuronal necrosis,unclear cytoplasmic boundary and severe atrophy in the hippocampal tissue;Neurological deficit score,cross beam walking time and cerebral infarction volume were significantly increased(P＜0.05);Beclin-1 and LC3-Ⅱ protein expression levels,p-AMPKα/AMPKα ratio and the number of Beclin-1 and LC3-Ⅱ positive cells in brain tissue were significantly increased,while p-mTOR/mTOR ra-tio were significantly decreased(P＜0.05).After PNS treatment,the above phenomena were significantly improved.Conclusion:PNS can improve the neurological function of MCAO rats by inhibiting AMPK/mTOR pathway mediated autophagy,which is a potential effective drug for the treatment of cerebral ischemia.

Experimental teaching is an important component of the course Medical Immunology,which requires the use of experimental animals and the execution of experimental animals by medical students.By applying the carbon dioxide euthanasia system,it can effectively reduce the pain of experimental animals,ensure their welfare,and meet ethical requirements.It can also improve the efficiency of experimental teaching in Medical Immunology,reduce environmental pollution,and promote medical students to estab-lish scientific values and worldviews that pay attention to experimental animals and respect life,which is conducive to becoming future medical service talents.In the experimental teaching of Medical Immunology,the appropriate application of carbon dioxide euthanasia system combined with effective ideological and political construction of the curriculum can further implement the Party's educational policy of cultivating morality and talents,and lay a good foundation for cultivating medical talents with comprehensive knowledge,high skills and excellent quality.

Objective:To study the lipid metabolism and its relationship with iodine nutrition status in patients with papillary thyroid carcinoma (PTC) and benign thyroid nodules.Methods:A case-control study was conducted on patients with thyroid nodules initially diagnosed at Harbin Medical University Cancer Hospital from November 2015 to April 2019. Basic information, thyroid function indicators [thyroid stimulating hormone (TSH), free triiodothyronine (FT 3), free thyroxine (FT 4), thyroglobulin antibodies (TgAb), thyroid peroxidase antibodies (TPOAb)], and pathological diagnosis results were collected from all subjects. Fasting venous blood and morning urine samples were collected for serum iodine concentration (SIC), urine iodine concentration (UIC) and blood lipid indicators [total cholesterol (TC), triglyceride (TG), low density lipoprotein cholesterol (LDL-C), high density lipoprotein cholesterol (HDL-C), lipoprotein (a), apolipoprotein A1 (ApoA1), apolipoprotein B (ApoB), apolipoprotein E (ApoE), and non-esterified fatty acid (NEFA)] measurements. Results:A total of 1 090 subjects were included, including 907 PTC patients and 183 benign thyroid nodule patients. The UIC [ M ( Q1, Q3)] for the PTC group and benign thyroid nodule group were 143.36 (94.08, 227.94) and 146.28 (112.89, 236.07) μg/L, respectively, with statistically significant differences between the groups ( Z = 4.16, P = 0.042). Among PTC patients with different clinical pathological features, those with lymph node metastasis had higher FT 3 levels than those without lymph node metastasis ( t = 5.42, P = 0.021). The levels of TSH, TgAb, and TPOAb in patients with PTC combined with autoimmune thyroid disease (AITD) were higher than those without AITD ( Z = 11.87, 81.55, 475.96, P < 0.05). There was no statistically significant difference in the comparison of various blood lipid indicators ( P > 0.05). The correlation analysis showed that SIC in patients with thyroid nodules was positively correlated with FT 3, FT 4, ApoB, lipoprotein (a), NEFA, TG, LDL-C, and LDL-C/HDL-C ( P < 0.05). FT 3 was positively correlated with NEFA and LDL-C/HDL-C ( r = 0.12, 0.09, P < 0.05), and negatively correlated with ApoA1, TC, and HDL-C ( r = - 0.14, - 0.14, - 0.15, P < 0.001). FT 4 was positively correlated with NEFA ( r = 0.11, P < 0.001), and negatively correlated with TG ( r = - 0.10, P = 0.003). According to the iodine nutritional level, the ApoE level of PTC patients in the SIC < 45 μg/L group was higher than that in the 45 - 90 μg/L group ( P < 0.05). The levels of LDL-C and ApoB in patients with benign thyroid nodules in the SIC > 90 μg/L group were higher than those in the 45 - 90 μg/L group ( P < 0.05). The ApoE level of patients with benign thyroid nodules in the UIC < 100 μg/L group was significantly higher than that in the 100 - 299 and ≥300 μg/L groups ( P < 0.05). There was no statistically significant difference in thyroid function indicators of patients with PTC and benign thyroid nodules between different levels of SIC and UIC ( P > 0.05). Conclusions:Compared to benign thyroid nodules, PTC does not significantly affect patients' blood lipid levels. In patients with PTC and benign thyroid nodules, insufficient or excessive iodine nutrition can affect lipid metabolism.

Objective To construct a predictive model for the 3-year recurrence-free survival(RFS)after total endoscopic resection of early and mid-stage esophageal cancer,and to test it,in order to provide decision support for standardized management after total endoscopic resection of early and mid-stage esophageal cancer.Methods A retrospective study was conducted to include 306 patients with early-to-mid stage esophageal cancer who underwent total endoscopic resection in our hospital from January 2018 to December 2020.The patients were divided into a modeling set(n=204)and a validation set(n=102)according to a 2∶1 ratio.Univariate analysis and random forest algorithm were used to screen variables,and Cox regression analysis was used to analyze the factors affecting the 3-year RFS after total endoscopic resection for early-to-mid stage esophageal cancer.The R language was used to construct a nomogram prediction model for model validation,and the receiver operating characteristic curve(ROC curve)was drawn to calculate the area under the curve(AUC).The discrimination of the prediction model was evaluated,and the calibration curve and decision curve(DCA curve)were used to evaluate the predictive performance and clinical applicability of the prediction model.Results Among the 306 patients with early and mid-stage esophageal cancer who underwent total endoscopic resection,18 died 3 years after the operation,55 relapsed,233 achieved RFS,and the 3-year RFS rate was 76.14％.Through univariate and random forest algorithm screening,seven factors were identified as being associated with the RFS of patients three years after surgery.These factors were entered into a Cox regression analysis,and the results showed that positive abdominal lymph nodes,vascular cancer thrombus,clinical stage Ⅲ,gross type of erosion,age ≥ 65 years,and tumor diameter＞3 cm were risk factors for RFS three years after surgery(P＜0.05).Based on this,a nomogram prediction model for RFS three years after full endoscopic resection for early-to-mid stage esophageal cancer was constructed.Internal and external validation showed that the consistency index of the prediction model in the modeling set was 0.881,and the consistency index in the validation set was 0.867.The ROC curve validation showed that the AUC of the prediction model in the modeling set and validation set were 0.855(95％CI:0.778-0.932)and 0.826(95％CI:0.763-0.890),respectively.The DCA curve validation showed that the risk threshold of the modeling set and validation set were 0-0.95 and 0-0.77,respectively,when the model could achieve high net benefits.Conclusion The 3-year RFS after total endoscopic resection for early and middle stage esophageal cancer is related to multiple factors.The nomogram model based on clinical stage Ⅲ,positive abdominal lymph nodes,vascular tumor thrombus,and gross type of erosion has good clinical utility for predicting the 3-year RFS of patients after surgery,and is of guiding significance for medical staff in making decisions about the management of early and middle stage esophageal cancer after surgery.