With the rapid development of computer science, the application of artificial intelligence (AI) in the field of medical imaging has become increasingly extensive. The temporomandibular joint (TMJ) is structurally complex, with a high incidence of related disorders and diverse clinical manifestations. This review analyzes the current state of research on AI in TMJ imaging diagnosis. Deep learning models based on U-Net and its derivatives have demonstrated outstanding performance in segmentation of condyle and articular disc. Various object detection and feature extraction algorithms have shown excellent diagnostic efficacy for common conditions, such as osteoarthrosis and disc displacement, with some models even achieving expert-level performance on test datasets. Meanwhile, explainable AI provides intuitive justification for model decisions through techniques such as heatmap visualization. Notably, current studies still face critical challenges, including coverage of disease spectra, integration of multimodal data, and model generalizability. Future studies should focus on developing integrated systems that combine diagnosis, segmentation, generation, and interpretation functions. Through multicenter data validation and algorithmic optimization, these efforts will enhance the clinical applicability and decision transparency of models, ultimately laying the foundation for precise imaging diagnosis and intelligent management of TMJ disorders.

ObjectiveTo investigate the effect of progressive balance training on motor cortical excitability, proprioception and balance in patients with chronic ankle instability (CAI). MethodsFrom September to December, 2024, 46 patients with CAI in Hebei Sport University were enrolled and randomly allocated into control group (n = 24) and intervention group (n = 22). Both groups received health education, while the intervention group completed a progressive balance training program additionally, for six weeks. Before and after intervention, the following indicators were measured: active motor threshold, latency, amplitude and cortical silent period of motor-evoked potentials of the soleus muscle; ankle joint inversion position sense; the anteroposterior and mediolateral velocities of the center of pressure (COP) on the affected side during single-leg standing with eyes open and closed; and reach distances in the Y-Balance Test. ResultsAfter intervention, significant group, time and interaction effects were observed in the cortical silent period and mediolateral COP velocity under eyes-closed condition (F > 7.877, P < 0.05). Significant time and interaction effects were found in motor-evoked potential amplitude, anteroposterior COP velocity with eyes open and eyes closed, as well as anterior and posteromedial reach distances of the Y-Balance Test (F > 4.333, P ≤ 0.05). Significant main time effects existed in motor-evoked potential latency and ankle inversion position sense (F > 4.711, P<0.05). Simple effect analysis revealed that after intervention, the observation group presented improvements in active motor threshold, motor-evoked potential amplitude, cortical silent period, ankle inversion position sense, anteroposterior COP velocity under eyes-open and eyes-closed conditions, mediolateral COP velocity with eyes closed, and anterior and posteromedial Y-Balance Test reach distances (P < 0.05). Furthermore, the observation group achieved superior outcomes relative to the control group in motor-evoked potential amplitude, cortical silent period, ankle inversion position sense, eyes-closed mediolateral COP velocity, and anterior Y-Balance Test reach distance (P < 0.05). ConclusionProgressive balance training may enhance corticospinal excitability, and improve ankle proprioception and static and dynamic balance performance in patients with CAI.

BACKGROUND:Acute myocardial infarction can cause cardiac remodeling and heart failure,as well as skeletal myopathy,affecting patients'quality of life.Exercise therapy is an important rehabilitation method for patients with heart failure;however,the optimal exercise prescription has not been clarified. OBJECTIVE:To compare the effects of different exercise modes(aerobic exercise,resistance exercise)on skeletal muscle remodeling in rats with acute myocardial infarction induced heart failure and to explore the possible mechanism,so as to provide a basis for optimizing the exercise rehabilitation program. METHODS:Forty-eight Sprague-Dawley rats were randomly divided into sham operation group,myocardial infarction group,aerobic exercise group and resistance exercise group.Coronary artery ligation was used to create model of heart failure.After 3 months,animals in the aerobic exercise group and resistance exercise group underwent 12 weeks of corresponding exercise mode interventions,while those in the sham operation group and myocardial infarction group were kept quietly in mouse cages.After the experiment,maximal running speed and maximal weight-bearing load were measured by graded treadmill exercise test and ladder-climbing test respectively,and heart structure and function were evaluated by echocardiography.The heart was isolated,and hematoxylin-eosin staining and Sirius red staining were performed to detect cardiac remodeling.For the gstrocnemius muscle,ATPase staining was performed to observe changes in muscle fiber type and cell cross-sectional area,dihydroethidium method was used to evaluate reactive oxygen species levels,enzyme-linked immunosorbent method was used to determine malondialdehyde content and antioxidant enzyme activity,western blot was used to determine the expression of ubiquitin-proteasome system proteins,and the number of activated satellite cells(Pax7+/MyoD+)were detected by double immunofluorescence staining. RESULTS AND CONCLUSION:(1)Exercise performance:Compared with the sham operation group,maximal running speed and maximal weight-bearing load in the myocardial infarction group decreased(P<0.05);compared with the myocardial infarction group,the maximal running speed of the aerobic exercise group and the maximal weight-bearing load of the resistance exercise group increased(P<0.05).(2)Cardiac remodeling:Compared with the sham operation group,infarction area,myocardial cell cross-sectional area,and collagen content in the myocardial infarction group increased(P<0.05),while leftventricular ejection fraction and shortening fraction decreased(P<0.05);compared with the myocardial infarction group,there was no statistical difference in the above parameters in both aerobic exercise resistance exercise groups(P>0.05).(3)Skeletal muscle remodeling:Compared with the sham operation group,gastrocnemius muscle mass,gastrocnemius muscle mass index,cell cross-sectional area,superoxide dismutase activity,glutathione peroxidase activity,and the number of activated satellite cells decreased in myocardial infarction group(P<0.05),while reactive oxygen species content,malondialdehyde content,and the protein expression of ubiquitin,MuRF1 and MAFbx increased(P<0.05);compared with the myocardial infarction group,gastrocnemius muscle mass index,superoxide dismutase activity,the number of activated satellite cells increased in both aerobic exercise and resistance exercise groups(P<0.05),while reactive oxygen species content and the protein expression of ubiquitin,MuRF1,and MAFbx decreased(P<0.05);compared with the aerobic exercise group,gastrocnemius muscle mass,gastrocnemius muscle mass index,cell cross-sectional area,reactive oxygen species content,malondialdehyde content,the number of activated satellite cells increased in resistance exercise group(P<0.05),while superoxide dismutase activity,glutathione peroxidase activity down-regulated(P<0.05).To conclude,aerobic exercise and resistance exercise can both improve exercise performance of rats with heart failure,and the mechanism is related to reducing oxidative stress,inhibiting ubiquitin-proteasome system activity and activating satellite cells to improve skeletal muscle remodeling.Aerobic exercise has a better effect on improving skeletal muscle oxidative stress,while resistance exercise has a more significant effect on promoting skeletal muscle regeneration.

In this study, we constructed a GLP-2R-HEK293 cell line and established a method for the determination of the in vitro biological activity of teduglutide based on HTRF, after optimizing experimental conditions and methodological verification. We also carried out relative potency detection of teduglutide pharmaceutical products using this method. The result showed that there was a quantitative-efficient relationship between the teduglutide activity and cAMP contents in GLP-2R-HEK293 cells, which conformed to four-parameter model. Method verification results of five concentrations of teduglutide (64%, 80%, 100%, 125% and 156%) met the requirements of the General Rules of Chinese Pharmacopoeia, 2020 edition, Volume IV (9401). We then analyzed the relative potency of three batches of teduglutide drug substances and three batches of drug products. The linearity, regression and parallelism of the obtained curves all fit the system suitability requirements. The relative potency of six batches of teduglutide was from 83% to 105%. In summary, the biological activity detection method established in this study was accurate, precise, simple and time-saving, which can be used for quality control of teduglutide pharmaceutical products.

Objective:To identify risk factors for mortality in patients with cirrhosis and portal hypertension compli-cated by esophagogastric variceal bleeding(EVB)after transjugular intrahepatic portosystemic shunt(TIPS),and to estab-lish a prediction model.Methods:Clinical data of 80 patients who underwent TIPS from March 2022 to March 2024 were retrospectively analyzed.Based on 28-day outcomes,patients were divided into survival(n=65)and death(n=15)groups.Univariate and multivariate logistic regression analyses were used to determine independent predictors,and the model's calibration and discrimination were assessed by the Hosmer-Lemeshow test and ROC curve.Results:Inde-pendent risk factors for death included Child-pugh score(OR=2.653),MELD score(OR=1.924),bleeding volume(OR=1.754),portal vein thrombosis(OR=3.247),and hepatic encephalopathy(OR=2.834).The model demonstrated good cali-bration(Hosmer-Lemeshow χ2=7.142,P=0.521)and discrimination,with an AUC of 0.873(95%CI:0.773-0.939),sensi-tivity of 83.3%,and specificity of 87.7%.Conclusion:Child-pugh score,MELD score,bleeding volume,portal vein thrombosis,and hepatic encephalopathy are independent predictors of post-TIPS mortality in cirrhotic patients with EVB.Emergency TIPS carries higher mortality risk than elective TIPS.The proposed model shows strong predictive perfor-mance and may aid in individualized prognosis assessment and therapeutic decision-making.

Objective To explore the effects of alpha-mangostin(α-MG)on the in vitro osteoarthritis(OA)in rat chondrocytes induced by lipopolysaccharide(LPS)and the M1 polarization of macrophages.Methods An in vitro OA model of rat chondrocytes was induced by LPS.Both rat chondrocytes and macrophages were divided into the control group(normal culture),LPS group(stimulated with 1 μg/mL LPS for 24 hours),LPS+α-MG group(stimulated with 40 μmol/L α-MG combined with 1 μg/mL LPS for 24 hours),LPS+α-MG si-NC group(transfected with 70 μg/mL si-NC and stimulated with 40 μmol/L α-MG and 1 μg/mL LPS for 24 hours),and LPS+α-MG+si-BDNF group(transfected with 70 μg/mL si-BDNF and stimulated with 40 μmol/L α-MG and 1 μg/mL LPS for 24 hours).CCK-8 assay was used to detect the proliferative viability of chondrocytes and macrophages in each group,and flow cytometry was used to detect the apoptosis of chondrocytes and the polarization of macrophages.ELISA was used to detect the levels of interleukin(IL)-1β,IL-6,and tumor necrosis factor(TNF)-α of chondrocytes in each group.Western blot was used to detect the expression of BDNF,PI3K,and Akt in chondrocytes and macrophages.Results In chondrocytes,compared with the control group,the LPS group had decreased cell proliferation rate,increased cell apoptosis rate,down-regulated expression of BDNF,PI3K and Akt proteins,and up-regulated levels of IL-1β,IL-6 and TNF-α(P<0.05);compared with the LPS group,the LPS+α-MG group showed increased cell proliferation rate,decreased cell apoptosis rate,up-regulated expression of BDNF,PI3K and Akt proteins,and down-regulated levels of IL-1β,IL-6 and TNF-α(P<0.05);compared with the LPS+α-MG+si-NC group,the LPS+α-MG si-BDNF group demonstrated decreased cell proliferation rate,increased cell apoptosis rate,down-regulated expression of BDNF,PI3K and Akt proteins,and increased levels of IL-1β,IL-6 and TNF-α(P<0.05).In macrophages,compared with the control group,the LPS group had decreased cell proliferation rate,increased proportion of M1 cells,and down-regulated expression of BDNF,PI3K and Akt proteins(P<0.05);compared with the LPS group,the LPS+α-MG group showed increased cell proliferation rate,decreased proportion of M1 cells,and up-regulated expression of BDNF,PI3K and Akt proteins(P<0.05);compared with the LPS+α-MG+si-NC group,the LPS+α-MG+si-BDNF group showed decreased cell proliferation rate,increased proportion of M1 cells,and down-regulated expression of BDNF,PI3K and Akt proteins(P<0.05).Conclusion α-MG inhibits the M1 polarization of macrophages to improve the apoptosis and inflammation of rat chondrocytes by activating the BDNF/PI3K/Akt signaling pathway.

Objective:To investigate the epidemiological characteristics of hemorrhagic fever with renal syndrome (HFRS) in Weinan City, Shaanxi Province, and study the predictive effect of the seasonal autoregressive integrated moving average (SARIMA) model.Methods:Relevant information on HFRS cases reported by the China Disease Prevention and Control Information System from January 2010 to August 2024 in Weinan City, as well as the epidemiological investigation data on clinical diagnosis and confirmed HFRS cases in Weinan City were collected. Epidemiological characteristics of HFRS were analyzed by descriptive epidemiological methods. At the same time, a SARIMA model was constructed based on the monthly incidence of HFRS from 2010 to 2023, the incidence of HFRS from January to August 2024 was used to test the simulation prediction effect, and the optimal model was used to predict the incidence of HFRS from September to December 2024.Results:A total of 4 373 HFRS cases were reported in Weinan City from 2010 to 2023, with an average annual incidence of 6.39/100 000. The incidence rate showed a cyclical fluctuation trend, reaching two peaks in 2012 (10.25/100 000) and 2021 (12.26/100 000), respectively. The incidence of HFRS presented a seasonal bimodal distribution, with the peak predominantly in autumn and winter (from October to January of the following year), accounting for 67.83% (2 966/4 373), and the peak in spring and summer (form May to July) accounting for 17.27% (755/4 373). HFRS cases were reported in all counties (cities and districts) of Weinan City, and the top 3 annual incidence rates were Huazhou District (17.84/100 000), Linwei District (16.10/100 000) and Huayin City (9.15/100 000). The age of onset was mainly concentrated in the age group of 15 - 59 years old, accounting for 68.31% (2 987/4 373). The male to female ratio was 2.96∶1.00 (3 268∶1 105). The main occupation was farmers, accounting for 82.07% (3 589/4 373). SARIMA (1, 0, 1) (2, 1, 1) 12 model was the optimal model for short-term prediction of HFRS incidence rate in Weinan City, and the residual difference was listed as white noise ( Q = 7.45, P = 0.878), the model could be used for disease prediction. The model was used to predict the incidence of HFRS from September to December 2024, and the predicted values of each month were 0.17/100 000, 0.59/100 000, 1.85/100 000 and 1.61/100 000, respectively. Conclusions:The epidemic range of HFRS in Weinan City is wide, and the incidence has obvious seasonality. The population are mainly males, young and middle-aged adults and farmers. The SARIMA (1, 0, 1) (2, 1, 1) 12 model constructed can be used for predicting the short-term incidence trend of HFRS in Weinan City.

Objective:To identify prognostic factors associated with survival rates in patients with distal cholangiocarcinoma after radical surgery, and to construct a Nomogram prediction model based on these factors, as well as to perform internal validation of the model.Methods:A retrospective study was conducted on the clinical data of 162 patients (76 males and 86 females) with distal cholangiocarcinoma who underwent radical surgery at the Department of Hepatobiliary Surgery, Ningxia Medical University General Hospital from January 2011 to July 2019. The study used univariate and multivariate Cox regression analysis to identify independent risk factors and constructed a Nomogram prediction model using R software version 4.4.1. Additionally, the predictive accuracy of the model was evaluated through the C-index, the area under the receiver operating characteristic curve, and the calibration curve.Results:The median overall survival for the 162 patients was 18.4 months. The final multivariate Cox regression analysis revealed that the following factors were independent risk factors for poor postoperative prognosis in patients with distal cholangiocarcinoma: patient age [> 60 years, P = 0.004, hazard ratios ( HR) = 1.876], tumor diameter (> 2.0 cm, P < 0.001, HR = 0.174), tumor differentiation degree [moderately differentiated/moderately to highly differentiated/highly differentiated, P = 0.017, HR = 1.407], lymph node metastasis (Yes, P = 0.002, HR = 0.551), and vascular invasion (Yes, P = 0.025, HR = 1.329) (all P < 0.05). Based on these independent risk factors identified through statistical analysis, the C-index of the constructed nomogram prediction model was 0.793. The area under the receiver operating characteristic curve values for the model predicting postoperative 1-year, 3-year, and 5-year overall survival rates were 0.932, 0.771, and 0.758,respectively. Conclusions:Patient age, tumor diameter, tumor differentiation degree, lymph node metastasis, and vascular invasion are independent risk factors for poor postoperative prognosis in patients with distal cholangiocarcinoma. The final Nomogram prediction model demonstrates good predictive ability and has certain practical application potential.

Objective To investigate how interference from motor and cognitive tasks affects the postural stability of older adults during stair descent.Methods A total of 52 elderly subjects were recruited.Using the Vicon infrared motion capture system and Kistler force plate,the kinematic and dynamic data were collected simultaneously during stair descent under three conditions:single task(ST),motor task(MT),and cognitive task(CT).The body stability during stair descent was assessed quantitatively using the margin of stability(MoS)algorithm.Repeated measures ANOVA was applied to compare differences across conditions.Results Compared to the ST condition,both step speed(P<0.001)and step frequency(P<0.001)were significantly reduced under MT and CT conditions.Step length(P=0.037)was also significantly reduced under the CT condition compared to those under the ST condition.In the aspect of anterior-posterior dynamic stability,compared to the ST condition,centroid velocity(P<0.001)and extrapolated centroid position(P<0.001)were significantly increased,while MoS(P<0.001)was significantly decreased under both MT and CT conditions.In comparison to the CT condition,centroid displacement(P=0.011)and velocity(P=0.014),as well as extrapolated centroid position(P<0.001),were significantly greater those under the MT condition.In the aspect of medial-lateral dynamic stability,compared to the ST condition,centroid displacement(P<0.001)was significantly reduced under MT and CT conditions.Additionally,the extrapolated centroid position(P=0.001)was significantly reduced,and MoS(P=0.038)was significantly increased under the MT condition compared to those under the ST condition.Conclusions Older adults adjust their gait in response to dual-task interference during stairs descent by'slowing down step speed,reducing step frequency,and shortening step length'.This adjustment helps maintain medial-lateral dynamic stability,but significantly decreases anterior-posterior dynamic stability,thereby increasing the risk of falls.

Objective To investigate the application of a 3-D printed femoral locator designed based on the modified quadrant method,combined with patient imaging data,then assist in femoral positioning for anterior cruciate ligament(ACL)reconstruction.Methods From January 2023 to January 2024,60 patients with primary ACL rupture who met the inclusion criteria were randomly assigned to either the 3-D printed guide group(using a 3-D printed femoral positioning guide to assist ACL reconstruction with nylon material)or the traditional surgery group(traditional surgery with direct visualization ACL reconstruction),with 30 patients in each group.Preoperative and postoperative knee CT scans and three-dimensional reconstructions were performed.The modified quadrant method was used to analyze and compare the percentage coordinates(Fx and Fy)of the femoral tunnel center point pre-and postoperatively within the same group and between different groups.Results The guides were made using nylon material.The surgery duration was significantly shorter in the 3D-printed guide group(53.8±6.0)min compared to the traditional surgery group(62.4±7.8)min,the difference was statistically significant(P＜0.05).Analysis using the modified quadrant method showed that the postoperative relative coordinate position percentages of the femoral tunnel center in the 3D-printed guide group(28.4±2.0)％and(35.5±2.3)％were not significantly different from the preoperative planned values(28.4±0.0)％and(35.7±0.0)％,the differences were not statistically significant(P＞0.05).Similarly,in the traditional surgery group,the postoperative coordinate percentages(28.1±2.9)％and(35.2±3.2)％showed no significant difference compared to the preoperative planned values(28.4±0.0)％and(35.7±0.0)％,the differences were not statistically significant(P＞0.05).There was no statistically significant difference in the postoperative femoral tunnel center position percentages between the two groups(P＞0.05).The Lysholm score and International Knee Documentation Committee(IKDC)score of the two groups showed an increasing trend after surgery,and the differences between Lysholm score and IKDC score at each time point were statistically significant(P＜0.05).However,no statistical differences were found between the two groups at each postoperative time point(P＞0.05).Conclusion Both intra-articular 3D-printed guide-assisted and traditional surgery-assisted femoral positioning for ACL reconstruction can achieve anatomical reconstruction,with no significant difference in bone tunnel positioning.However,the use of intra-articular 3D-printed guide technology has a more centralized distribution of the femoral tunnel center point and a shorter surgery duration.This study provides proof of concept for the creation of personalized femoral tunnel locators for patients undergoing ACL reconstruction.