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 study the anti-inflammatory mechanism of acupoint acupuncture combined with tetramethylpyrazine in regulating the nuclear factor kappa B (NF-κB)/NOD like receptor thermal protein domain associated protein 3 (NLRP3) signaling pathway in a T-2 toxin induced rat model of Kashin-Beck disease.Methods:A total of 40 clean-grade Sprague-Dawley (SD) rats (half male and half female), weighing 180 - 220 g, were divided using a random number table method into model group, tetramethylpyrazine group, acupoint acupuncture combined with tetramethylpyrazine group, and control group, with 10 rats in each group. Rats in the model group, the tetramethylpyrazine group, and the acupoint acupuncture combined with tetramethylpyrazine group were intraperitoneally injected with 1.5 mg/kg of 0.1% T-2 toxin five times per week for 4 consecutive weeks. Rats in both the tetramethylpyrazine group and the acupoint acupuncture combined with tetramethylpyrazine group were intraperitoneally injected with 100 mg·kg -1·d -1 tetramethylpyrazine solution. Meanwhile, rats in the model group and the control group were administered an equivalent volume of physiological saline for consecutive 4 weeks. Acupoint acupuncture combined with tetramethylpyrazine group was used to needle the bilateral "Qu Chi" and "Wei Zhong" of rats with a diameter of 3 - 5 mm, leaving the needle for 20 minutes, once a day, for 4 weeks. After the last injection, the rats were euthanized to collect blood samples and knee joint cartilage. Hematoxylin and eosin staining was performed to observe the pathological changes in the knee joint cartilage of rats. Enzyme-linked immunosorbent assay (ELISA) was used to measure serum levels of osteocalcin (OC), alkaline phosphatase (ALP), β-carboxy-terminal cross-linked telopeptide of type Ⅰ collagen (β-CTX), interleukin-1β (IL-1β), interleukin-6 (IL-6), and tumor necrosis factor-α (TNF-α). Western blot analysis was used to determine protein expression levels of NF-κB p65 and NLRP3. Results:In the control group, intact cartilage surface, middle, and deep structures were observed in the knee joint cartilage of rats. In the model group, pathological changes similar to adult Kashin-Beck disease were observed in the knee joint cartilage. The integrity of the knee joint cartilage of rats in the tetramethylpyrazine group and the acupoint acupuncture combined with tetramethylpyrazine group was significantly improved compared to the model group. Compared with the control group, the levels of OC and ALP in the serum of the model group rats were significantly reduced, while the level of β-CTX was significantly increased ( P < 0.05). Compared with the model group, the levels of OC and ALP in the serum of rats in the tetramethylpyrazine group and the acupoint acupuncture combined with tetramethylpyrazine group were significantly increased, while the levels of β-CTX were significantly decreased ( P < 0.05). The levels of OC and ALP in the serum of rats in the acupoint acupuncture combined with tetramethylpyrazine group were higher than those in the tetramethylpyrazine group, while the level of β-CTX was lower than that in the tetramethylpyrazine group ( P < 0.05). Compared with the control group, the levels of IL-1β, IL-6 and TNF-α in the serum of the model group rats were significantly increased ( P < 0.05). Compared with the model group, the levels of IL-1β, IL-6 and TNF-α in the serum of rats in the tetramethylpyrazine group and the acupoint acupuncture combined with tetramethylpyrazine group were significantly reduced ( P < 0.05). The levels of IL-1β, IL-6 and TNF-α in the serum of rats in the acupoint acupuncture combined with tetramethylpyrazine group were lower than those in the tetramethylpyrazine group ( P < 0.05). Compared with the control group, the expression levels of NF-κB p65 and NLRP3 proteins in the model group rats were significantly increased ( P < 0.05). Compared with the model group, the expression levels of NF-κB p65 and NLRP3 proteins were significantly reduced in the tetramethylpyrazine group and the acupoint acupuncture combined with tetramethylpyrazine group ( P < 0.05). The expression levels of NF-κB p65 and NLRP3 proteins in the acupoint acupuncture combined with tetramethylpyrazine group were significantly lower than those in the tetramethylpyrazine group ( P < 0.05). Conclusion:Acupoint acupuncture combined with tetramethylpyrazine has a good anti-inflammatory effect on T-2 toxin induced Kashin-Beck disease rats, and its mechanism may be related to the downregulation of NF-κB p65 and NLRP3 protein expression.

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.

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 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 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: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 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 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: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).