The ambiguity of symptom information in traditional Chinese medicine （TCM） syndrome differentiation can be amplified in the direct reasoning process from symptoms to syndromes in the absence of constraints， which affects the accuracy and stability of intelligent syndrome differentiation. TCM disease concepts， while historically rational， are structurally ambiguous in both their connotation and extension， making it difficult to serve as stable prior knowledge in intelligent modeling. In contrast， modern medical diseases， based on objective testing and quantifiable indicators， have relatively clear boundaries and reproducible standards. This study proposes a disease-syndrome combination model， adopting modern medical diseases as structural prior variables to reconstruct the hierarchical relationships among disease， symptoms， and syndromes. By applying disease constraints， effective screening of information from the four examinations and compressing the reasoning space are achieved. Furthermore， by integrating artificial intelligence technologies， such as multimodal fusion and knowledge graphs， an intelligent syndrome differentiation model driven by both prior knowledge and clinical data is constructed， providing a feasible path to enhance the accuracy of syndrome differentiation and realize the intelligentization of TCM diagnosis and treatment.

Objective To evaluate the protective effect of Schistosoma japonicum cystatin(rSj-Cystatin)in a mouse mode of"two-hit"sepsis.Methods Sixty male C57BL/6 mice randomized equally into sham-operated group,protein group,"two-hit"modeling group,and protein intervention group.In the former two groups,the mice received an intraperitoneal injection of 100 μL PBS followed by exposure of the cecum and then by intraperitoneal injection of 100 μL PBS or 25 μg rSj-Cystatin 30 min later;In the latter two groups,100 μL PBS containing LPS(5 mg/kg)was injected intraperitoneally 24 h before cecal ligation and puncture(CLP),and 100 μL PBS or 25 μg rSj-Cystatin were injected 30 min after CLP.At 12 h after rSj-Cystatin treatment,6 mice from each group were sacrificed for detection of TNF-α,IL-6,IL-10,TGF-β,iNOS and Arg-1 in the serum,spleen,liver,lung and kidney tissues using ELISA,for examinations of liver,lung and kidney pathologies with HE staining,and for analysis of CD3+CD4+CD25+Foxp3+T cell percentage in the spleen using flow cytometry.The remaining mice were observed for general condition and 72-h survival.Results The 72-h survival rates in the 4 groups were 100％,100％,0％and 20％,respectively,showing significant differences between the latter two groups.The mouse models of"two-hit"sepsis exhibited obvious tissue pathologies and significant elevations of TNF-α and IL-6 in both the serum and tissue homogenate,which were significantly ameliorated by rSj-Cystatin treatment.Treatment with rSj-Cystatin also increased IL-10 and TGF-β levels and spleen CD3+CD4+CD25+Foxp3+T cell percentage.The septic mouse models also showed increased iNOS levels in all the detected tissues and a decreased Arg-1 level in the kidney,and these changes were obviously improved by rSj-Cystatin treatment.Conclusion rSj-Cystatin has a protective effect against"two-hit"sepsis in mice by regulating the inflammatory microenvironment.

DeepSeek,a domestically developed generative artificial intelligence(AI)tool,is experiencing rapid growth within China's technological landscape.With its core advantages of open-source accessibility,cost-efficiency,vertical scenario specialization,and Chinese linguistic contextualization,it has been reconfiguring medical education.This development brings nu-merous innovative opportunities to postgraduate medical education,particularly in standardized training of resident physicians.On one hand,DeepSeek creates new possibilities for participants in residency training regarding knowledge acquisition,assisted learning,and teaching methodologies.On the other hand,its implementation raises concerns such as inadequate development of higher-order thinking skills,lack of realistic doctor-patient communication simulations,and diminished roles of clinical instruc-tors.Hospitals with a resident physician training base should promptly adapt to the new situation and move embrace intelligent de-velopment.By addressing the challenges posed by DeepSeek while fully utilizing emerging technologies,they can drive the high-quality development of standardized resident physician training.

Objective To investigate the effect of postoperative reduction quality in femoral neck fracture internal fixation on mechanical properties of the femoral head from the perspective of trabecular bone biomechanics.Methods From patients who underwent hip replacement surgery for femoral neck fractures,a total of 26 femoral head slice specimens were obtained.The central axis of the primary compressive trabeculae was defined as the 0° group,with the intersection point of the primary compressive trabeculae and the femoral calcar serving as the center.By rotating the specimens to simulate different reduction angles,the cut femoral head slice specimens were randomly divided into five groups:-10°,-5°,0°,5°,and 10°,representing femoral heads with varying reduction qualities.The specimens were subjected to single compression load tests and fatigue load tests.The load was set from 70 N to 1 400 N,at a frequency of 1 Hz,with 10 000 cycles.Axial stiffness,displacement,and the number of collapse cycles were measured,to compare the biomechanical properties of femoral head specimens under different reduction qualities.Results There were differences in the axial stiffness,displacement,and number of collapse cycles among the femoral head specimens in different groups.Under 800 N load,the axial stiffness of 0° group was significantly greater than that of±10° groups(P＜0.05).The axial stiffness of 0° group was also greater than that of the±5° groups,but the differences were not statistically significant(P＞0.05).The axial stiffness of±5° groups was greater than that of±10° groups(P＜0.05).0° group had a lower displacement than±5° groups and±10° groups.However,the differences in displacement between 0° group and±5° groups were not statistically significant(P＞0.05),while the differences between the 0° group and±10° groups were statistically significant(P＜0.05).The differences in displacement between±5° groups and±10° groups were also statistically significant(P＜0.05).0° group had a significantly higher number of collapse cycles than±10° groups(P＜0.05).The number of collapse cycles in 0° group was also higher than that in±5° groups,but the differences were not statistically significant(P＞0.05).The number of collapse cycles in±5° groups was significantly higher than that±10° groups(P＜0.05).Conclusions The quality of reduction after internal fixation of femoral neck fractures significantly affects the biomechanical properties of the femoral head.This study provides a scientific basis for optimizing treatment and postoperative management,aiming to improve clinical outcomes and patients' quality of life.

Objective To investigate the effect of postoperative reduction quality in femoral neck fracture internal fixation on mechanical properties of the femoral head from the perspective of trabecular bone biomechanics.Methods From patients who underwent hip replacement surgery for femoral neck fractures,a total of 26 femoral head slice specimens were obtained.The central axis of the primary compressive trabeculae was defined as the 0° group,with the intersection point of the primary compressive trabeculae and the femoral calcar serving as the center.By rotating the specimens to simulate different reduction angles,the cut femoral head slice specimens were randomly divided into five groups:-10°,-5°,0°,5°,and 10°,representing femoral heads with varying reduction qualities.The specimens were subjected to single compression load tests and fatigue load tests.The load was set from 70 N to 1 400 N,at a frequency of 1 Hz,with 10 000 cycles.Axial stiffness,displacement,and the number of collapse cycles were measured,to compare the biomechanical properties of femoral head specimens under different reduction qualities.Results There were differences in the axial stiffness,displacement,and number of collapse cycles among the femoral head specimens in different groups.Under 800 N load,the axial stiffness of 0° group was significantly greater than that of±10° groups(P＜0.05).The axial stiffness of 0° group was also greater than that of the±5° groups,but the differences were not statistically significant(P＞0.05).The axial stiffness of±5° groups was greater than that of±10° groups(P＜0.05).0° group had a lower displacement than±5° groups and±10° groups.However,the differences in displacement between 0° group and±5° groups were not statistically significant(P＞0.05),while the differences between the 0° group and±10° groups were statistically significant(P＜0.05).The differences in displacement between±5° groups and±10° groups were also statistically significant(P＜0.05).0° group had a significantly higher number of collapse cycles than±10° groups(P＜0.05).The number of collapse cycles in 0° group was also higher than that in±5° groups,but the differences were not statistically significant(P＞0.05).The number of collapse cycles in±5° groups was significantly higher than that±10° groups(P＜0.05).Conclusions The quality of reduction after internal fixation of femoral neck fractures significantly affects the biomechanical properties of the femoral head.This study provides a scientific basis for optimizing treatment and postoperative management,aiming to improve clinical outcomes and patients' quality of life.

Objective To screen immune-related long non-coding RNAs(LncRNAs)in the TCGA database pancreatic cancer dataset and construct a prognostic risk assessment model with immune-related LncRNAs to explore prognosis-related potential molecular mechanisms.Methods RNA-seq data of 171 pancreatic cancer samples and corresponding clinical information were obtained by The Cancer Genome Atlas(TCGA)database,and two classical immune-related gene datasets(GO0006955/IMMUNE RESPONSE and GO0002376/IMMUNE SYSTERM PROCESS)and gene annotation information were used to identify immune-related LncRNAs.The immune-related LncRNAs associated with pancreatic cancer prognosis were used for univariate and multivariate Cox analyses to establish a model for the assessment of pancreatic cancer prognostic risk based on immune-associated LncRNAs.This risk model was used for survival analysis,clinical correlation analysis,immune cell infiltration analysis,pathway enrichment analysis,and prognostic column line plot modeling.Results We screened 119 immune-related LncRNAs in pancreatic cancer,and five immune-related LncRNAs(AC064836.3,LINC00941,ZNF236-DT,TMEM161B-AS1 and AC068580.2)were identified for the development of pancreatic cancer prognostic risk assessment model.According to the prognostic risk assessment model,pancreatic cancer patients were divided into low-risk group(n=86)and high-risk group(n=85).Compared with the low-risk group,the high-risk group showed a significant negative enrichment trend for immune-related signaling pathways,the 5-year overall survival of pancreatic cancer patients was significantly increased in the low-risk group compared with the high-risk group.The expression of low-risk immune-related LncRNAs(AC064836.3,ZNF236-DT and TMEM161B-AS1)gradually decreased with increasing clinical stage of pancreatic cancer patients.Patient age(P=0.031,risk ratio and 95％CI:1.025/1.002-1.048)and prognostic risk score(P＜0.001,risk ratio and 95％ confidence interval 1.801/1.465-2.215)could be used as independent prognostic risk factors for overall survival in pancreatic cancer.In addition,the prognostic risk assessment model had better predictive efficiency(area under the curve=0.695)compared with the disease predictive ability of common clinical characteristics.Steroid biosynthesis,pentose phosphate pathway,intercellular linkage,cytoskeletal rearrangement and other pathways related to energy metabolism and invasive migration of pancreatic cancer cells were significantly activated in the high-risk group.Meanwhile,pancreatic cancer patients in the high-risk group had lower levels of naive B cells,plasma cells and neutrophils with anti-tumor activity,but their macrophage infiltration levels were significantly higher than those in the low-risk group.Conclusion The prognostic risk assessment model constructed based on five immune-related LncRNAs can effectively predict the survival status,clinical characteristics,molecular pathways,and immune cell infiltration differences of pancreatic cancer patients.Meanwhile,relying on this model,the prognosis of pancreatic cancer patients can be prospectively predicted,which enhances the usefulness of this risk prediction model.

Objective:This study aims to explore clinical subtypes of Garden typeⅠfemoral neck fractures and develop corresponding reduction strategies based on the characteristics of the fractures.Methods:A retrospective analysis was conducted on the data of 256 patients with Garden type I femoral neck fractures admitted to Tianjin Hospital from January 2015 to January 2018. There were 89 males and 167 females included, with a mean age of 56.5±12.8 years (range, 17-86 years), and with 159 on the left side and 97 on the right side. According to the anteroposterior and lateral X-ray images, the fractures were further classified into two subtypes: 111 cases of Garden type I a (simple abduction without hypsokinesis of the femoral head), characterized by abduction and impaction of the femoral head on anteroposterior images, and no obvious hypsokinesis of the femoral head or only central impaction of the femoral head on lateral images; 145 cases of Garden I b type (femoral head abduction with hypsokinesis), characterized by abduction and impaction of the femoral head on anteroposterior images, and remarkable hypsokinesis on lateral images. The injury mechanism of type I a involved abduction and impaction caused by the violent extension, abduction, and external rotation of the hip joint. Mild flexion and adduction of the hip joint can be used to reduce the abduction and impaction. The injury mechanism of type I b is similar to type Ia in the first stage, but the violence continues to increase and leading to significant hypsokinesis of the femoral head. Reduction was achieved by excessive flexion, adduction, and mild internal rotation, tilting the femoral head backward to facilitate reduction. The surgical strategy were close reduction and cannulated screw fixation (three cannulated screws in an "inverted triangle" arrangement). Postoperatively, anteroposterior and lateral X-rays were taken immediately to assess the quality of reduction, including the Garden index, Lowell "S" curve, and screw placement. During follow-up, fracture healing and complications were recorded, and Harris score was used to evaluate hip joint function at the final follow-up.Results:All patients successfully received operative therapy and were followed up with a mean of 7.1±1.9 years (range, 5-10 years). Garden index showed 91.4%(234/256) achieved anatomical reduction, with an excellent reduction rate of 97.3%(249/256). The excellent rate of the Lowell "S" curve was 97.7%(250/256), and the excellent and good rate for screw insertion was 98.8%(253/256). All patients achieved primary fracture healing without infection, nonunion of fractures, failure of internal fixation, or other complications. Two patitents with Garden I b fractures (0.8%) developed femoral head necrosis due to premature weight-bearing at 9 and 12 months postoperatively, respectively, after fracture healing. However, with strict hip preservation treatment, their symptoms resolved without further progression of necrosis or need for reoperation. At the final follow-up, the mean Harris score was 93.9±4.5 points (range, 81-100 points), with an excellent and good rate of 98.8%(253/256).Conclusions:Garden I femoral neck fractures can be categorized into two subtypes based on their characteristics and injury mechanisms. Adopting corresponding reduction methods according to subtypes can achieve anatomical reduction and favorable early to mid-stage therapeutic outcomes (primary fracture healing and low incidence of femoral head necrosis).

Objective To explore the current research status,research hotspots,and development trends of clinician's post-competency in China using CiteSpace visualization analysis,thus providing insights into establishing professional teams and assisting in the high-quality development of hospitals.Methods Relevant literature on clinician post-competency was retrieved from the China National Knowledge Infrastructure(CNKI)database.The CiteSpace software was employed to create visualization maps of the publication volume,authors,and keywords of the relevant research.This analysis included author collaboration net-works,keyword co-occurrence,clustering,and burst analysis.Results A total of 710 articles meeting the inclusion criteria were retrieved.Research on clinician post-competency in China demonstrated a general upward trend from 2013 to 2024.Howev-er,collaboration among authors and institutions remained relatively limited.The primary research hotspots focused on fields such as medical education,teaching reform,and training models.The research frontier encompassed topics like reform of teaching modes,evaluation of post-competency among traditional Chinese medicine practitioners,and competency studies utilizing the Del-phi method.Conclusion Research on clinician post-competency in China grows rapidly,garnering increasing attention.To fur-ther advance this field,researchers should enhance collaboration and communication,conduct systematic investigations into re-search hotspots and cutting-edge issues,and continuously refine medical talent education and evaluation mechanisms.These ef-forts will provide a valuable foundation for promoting the high-quality development of hospitals.

Objective:To characterize the epidemiology of respiratory syndrome across healthcare facilities of different types and tiers in Beijing City, to compare pathogen-testing modalities and their associations with adverse outcomes, and to identify key factors associated with progression to severe illness, thereby informing regional prevention, control, and clinical optimization.Methods:The multicenter observational cohort study was performed using outpatient and emergency department data from five sentinel hospitals in Beijing (Beijing Xiaotangshan Hospital, Beijing Chaoyang District Shuangqiao Hospital, Beijing Haidian Hospital, Beijing You′an Hospital, Capital Medical University (Beijing You′an Hospital), and Beijing Ditan Hospital, Capital Medical University (Beijing Ditan Hospital)) from October 1st, 2023 to April 9th, 2025. Dual-target (two-plex) and triple-target (three-plex) respiratory specimens were collected. Demographic characteristics, visit information, pathogen-testing modalities and results were collected, and the epidemiologic features of patients who progressed to severe illness between the influenza high-incidence season (December to May) and the non-influenza season (June to November) were compared. Categorical variables were analyzed using the chi-square test. Multivariable logistic regression was used to estimate associations between covariates and risk of progression to severe illness.Results:Among the 192 131 cases, patients visited at Beijing You′an Hospital were concentrated in the 16 to 44 year age group, accounting for 66.79%(32 532/48 708). Beijing Xiaotangshan Hospital had a broad age distribution, with older adults comprising up to 22.35% (885/3 960). Of the 47 349 respiratory specimens across the five hospitals, Beijing You′an Hospital had the highest positivity rate for dual-target testing (46.76%(1 585/3 390)), while Beijing Haidian Hospital conducted the largest number of this tests ( n=12 514). For triple-target testing, Beijing You′an Hospital again had the highest positivity rate (45.03%(2 835/6 296)), whereas Beijing Ditan Hospital tested the most specimens ( n=12 011; positivity rate was 29.73%(3 571/12 011)). The influenza season within the same period (November 2023 to January 2024) exhibited a bimodal pattern, with alternating circulation of influenza viruses and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Among 32 744 outpatients/emergency patients who progressed to severe illness, significant seasonal differences were observed by sex, age, comorbidity status, and infection type ( χ2=6.60, 189.24, 32.71 and 189.99, respectively; all P<0.05). After adjustment for sex, age group, comorbidities, and infection type, testing modality remained significantly associated with risk of progression (dual-target testing, odds ratio ( OR)=0.116, 95% confidence interval ( CI) 0.111 to 0.122, P<0.001); no testing, OR=0.063, 95% CI 0.060 to 0.065, P<0.001). Conclusions:The epidemiological pattern of respiratory pathogens undergo significant changes after October 2023, which is characterized by alternating waves of influenza viruses and SARS-CoV-2 with pronounced seasonality and diversity. Substantial inter-hospital differences are observed in testing modalities and positivity rates. Risk of progression to severe illness varies significantly by sex, age, comorbidity burden, and infection type, and is closely associated with the testing modality. These findings support strengthening multiplex pathogen testing and targeted surveillance of high-risk groups to improve early identification and precise control of febrile-respiratory syndromes.

Objective:This study aims to explore clinical subtypes of Garden typeⅠfemoral neck fractures and develop corresponding reduction strategies based on the characteristics of the fractures.Methods:A retrospective analysis was conducted on the data of 256 patients with Garden type I femoral neck fractures admitted to Tianjin Hospital from January 2015 to January 2018. There were 89 males and 167 females included, with a mean age of 56.5±12.8 years (range, 17-86 years), and with 159 on the left side and 97 on the right side. According to the anteroposterior and lateral X-ray images, the fractures were further classified into two subtypes: 111 cases of Garden type I a (simple abduction without hypsokinesis of the femoral head), characterized by abduction and impaction of the femoral head on anteroposterior images, and no obvious hypsokinesis of the femoral head or only central impaction of the femoral head on lateral images; 145 cases of Garden I b type (femoral head abduction with hypsokinesis), characterized by abduction and impaction of the femoral head on anteroposterior images, and remarkable hypsokinesis on lateral images. The injury mechanism of type I a involved abduction and impaction caused by the violent extension, abduction, and external rotation of the hip joint. Mild flexion and adduction of the hip joint can be used to reduce the abduction and impaction. The injury mechanism of type I b is similar to type Ia in the first stage, but the violence continues to increase and leading to significant hypsokinesis of the femoral head. Reduction was achieved by excessive flexion, adduction, and mild internal rotation, tilting the femoral head backward to facilitate reduction. The surgical strategy were close reduction and cannulated screw fixation (three cannulated screws in an "inverted triangle" arrangement). Postoperatively, anteroposterior and lateral X-rays were taken immediately to assess the quality of reduction, including the Garden index, Lowell "S" curve, and screw placement. During follow-up, fracture healing and complications were recorded, and Harris score was used to evaluate hip joint function at the final follow-up.Results:All patients successfully received operative therapy and were followed up with a mean of 7.1±1.9 years (range, 5-10 years). Garden index showed 91.4%(234/256) achieved anatomical reduction, with an excellent reduction rate of 97.3%(249/256). The excellent rate of the Lowell "S" curve was 97.7%(250/256), and the excellent and good rate for screw insertion was 98.8%(253/256). All patients achieved primary fracture healing without infection, nonunion of fractures, failure of internal fixation, or other complications. Two patitents with Garden I b fractures (0.8%) developed femoral head necrosis due to premature weight-bearing at 9 and 12 months postoperatively, respectively, after fracture healing. However, with strict hip preservation treatment, their symptoms resolved without further progression of necrosis or need for reoperation. At the final follow-up, the mean Harris score was 93.9±4.5 points (range, 81-100 points), with an excellent and good rate of 98.8%(253/256).Conclusions:Garden I femoral neck fractures can be categorized into two subtypes based on their characteristics and injury mechanisms. Adopting corresponding reduction methods according to subtypes can achieve anatomical reduction and favorable early to mid-stage therapeutic outcomes (primary fracture healing and low incidence of femoral head necrosis).