Objective To explore an artificial intelligence (AI)-based method for automated hand hygiene monitoring and to compare the effectiveness of three algorithms (UniFormerV2, TDN, C3D) in recognizing hand hygiene steps in surgical settings, thereby aiding hospital infection control. Methods From April to October 2024, we non-invasively collected 641 video recordings of healthcare staff performing hand hygiene at four-bay scrub sinks in two tertiary hospitals using overhead HD cameras. The dataset was annotated by five trained experts for model training and validation. Results Following training on 385 samples, internal validation (n=119) showed the C3D model achieved 81% accuracy, 87% recall, and an 83% F1-score. The TDN model achieved 93%, 91%, and 92% for the same metrics. The UniFormerV2 model outperformed both, with an accuracy, recall, and F1-score of 93%—an improvement of over 10 percentage points compared to traditional CNNs (TDN, C3D). It also achieved an 84% accuracy in external validation, demonstrating strong generalization. Conclusion The UniFormerV2 model is more accurate than CNN-based models for hand hygiene step recognition and shows robust performance in external validation. It presents a viable tool for healthcare facilities to enhance hand hygiene management, ultimately improving medical quality and patient safety.

ObjectiveTo evaluate the effectiveness and safety of Sufei Pingchuan Formula （肃肺平喘方） in the treatment of bronchiectasis with airflow limitation， phlegm-heat obstructing the lung， and lung-spleen qi deficiency syndrome. MethodsA randomized， double-blind， placebo-controlled trial was conducted. A total of 72 patients with stable bronchiectasis with airflow limitation of phlegm-heat obstructing the lung and lung-spleen qi deficiency syndrome were randomly divided into treatment group and control group， with 36 cases in each group. On the basis of regular inhalation of tiotropium bromide inhalation spray， the treatment group was given Sufei Pingchuan Formula granules， and the control group was given Sufei Pingchuan Formula granule simulant. The course of treatment in both groups was 12 weeks. The pulmonary function of both groups before and after treatment was observed， specifically focusing on forced expiratory volume in one second （FEV1）； the modified British Medical Research Council （mMRC） dyspnea scale， 24-hour sputum volume， COPD assessment test （CAT）， and traditional Chinese medicine （TCM） syndrome scores were assessed before treatment and after 4， 8， and 12 weeks of treatment； acute exacerbations were recorded at weeks 4， 8， and 12； additionally， changes in routine blood tests， urinalysis， liver and kidney function， and adverse events were monitored before and after treatment. ResultsAfter treatment， 4 patients in the treatment group and 6 in the control group dropped out. After 12 weeks of treatment， FEV1 increased in both groups compared to pre-treatment levels （P＜0.05）， but the difference between groups was not statistically significant （P＞0.05）. Compared to before treatment， the treatment group showed a reduction in mMRC scores after 12 weeks （P＜0.05） and a decrease in 24-hour sputum volume， CAT scores， and TCM syndrome scores at weeks 4， 8， and 12 （P＜0.05）. In the control group， 24-hour sputum volume decreased after 12 weeks （P＜0.05）， and TCM syndrome scores decreased at weeks 8 and 12 （P＜0.05）. Compared to the control group， the treatment group showed a greater reduction in mMRC scores at week 12 （P＜0.05）， a decrease in 24-hour sputum volume and TCM syndrome scores at weeks 4， 8， and 12 （P＜0.05）， and lower CAT scores at weeks 8 and 12 （P＜0.05）. The frequency and number of acute exacerbations in the treatment group were significantly lower than those in the control group at week 12 （P＜0.05）. No severe adverse events occurred in either group. ConclusionSufei Pingchuan Formula can improve the pulmonary function FEV1， the severity of dyspnea， reduce 24-hour sputum volume and frequent acute exacerbations， and improve the quality of life in patients with bronchiectasis and airflow limitation， with good safety.

The efficient production of L-glutamate is dependent on the product's rapid efflux, hence researchers have recently concentrated on artificially modifying its transport system and cell membrane wall structure. Considering the unique composition and structure of the cell wall of Corynebacterium glutamicum, we investigated the effects of CmpLs on L-glutamate synthesis and transport in SCgGC7, a constitutive L-glutamate efflux strain. First, the knockout strains of CmpLs were constructed, and it was confirmed that the deletion of CmpL1 and CmpL4 significantly improved the performance of L-glutamate producers. Next, temperature-sensitive L-glutamate fermentation with the CmpL1 and CmpL4 knockout strains were carried out in 5 L bioreactors, where the knockout strains showcased temperature-sensitive characteristics and enhanced capacities for L-glutamate production under high temperatures. Notably, the CmpL1 knockout strain outperformed the control strain in terms of L-glutamate production, showing production and yield increases of 69.2% and 55.3%, respectively. Finally, the intracellular and extracellular metabolites collected at the end of the fermentation process were analyzed. The modification of CmpLs greatly improved the L-glutamate excretion and metabolic flux for both L-glutamate production and transport. Additionally, the CmpL1 knockout strain showed decreased accumulation of downstream metabolites of L-glutamate and intermediate metabolites of tricarboxylic acid (TCA) cycle, which were consistent with its high L-glutamate biosynthesis capacity. In addition to offering an ideal target for improving the stability and performance of the industrial strains for L-glutamate production, the functional complementarity and redundancy of CmpLs provide a novel target and method for improving the transport of other metabolites by modification of the cell membrane and cell wall structures in C. glutamicum.
Corynebacterium glutamicum/genetics* ; Glutamic Acid/biosynthesis* ; Fermentation ; Metabolic Engineering ; Bacterial Proteins/metabolism* ; Bioreactors/microbiology* ; Gene Knockout Techniques

Ulcerative colitis(UC)is an inflammatory disease characterized by a continuous diffuse lesion in the colorectal mucosa.Macrophages,as key players in the inflammatory microenvironment,are significantly correlated with the development of UC.Based on the TCM pathogenesis of UC,this article reviewed the current research status of targeted regulation of macrophages in the treatment of UC using TCM,summarized the biological processes related to macrophages and their role in the progression of UC,and concluded the molecular mechanism of TCM treatment of UC targeting macrophages.It found that the active components of Chinese materia medica,TCM compounds,and TCM non-pharmacological therapies mainly regulate macrophage activity by regulating macrophage polarization,autophagy,pyroptosis,metabolic reprogramming,oxidative stress,and other processes,thereby delaying the progression of UC.This article aimed to provide references for in-depth exploration of the pathogenesis of UC and the TCM prevention and treatment of UC.

Objective:To investigate the incidence and high-risk pathogenic factors of cardiovascular disease（CVD）in patients with rheumatic and autoimmune diseases，and to construct and validate a predictive model for the risk of CVD occurrence in these patients.Methods:A retrospective analysis was conducted on 239 patients with rheumatic and autoimmune diseases who underwent treatment and echocardiography at the Affiliated Hospital of Inner Mongolia Medical University between June 2020 and June 2023. General patient data，laboratory test results，and echocardiographic findings were collected. Follow-up was performed via electronic medical records or telephone surveys until December 2024 to determine the incidence of CVD，starting from the date of the first echocardiographic examination. Predictive factors were screened using univariate analysis and Lasso regression，and a Logistic regression model was constructed. Internal validation was performed using the Bootstrap method. The model's accuracy and clinical utility were assessed using the Hosmer-Lemeshow test，calibration curve，and decision curve analysis.Results:Among the 239 patients，111 developed CVD. Logistic regression analysis identified age，diastolic blood pressure，use of immunosuppressants，lymphocyte count（LYM），α-hydroxybutyrate dehydrogenase（α-HBDH）level，serum cystatin C（CysC），and right ventricular fractional area change（RVFAC）as independent predictive factors for CVD in these patients（all P<0.05）. The area under the ROC curve（AUC）for the prediction model was 0.895（95% CI = 0.856 - 0.935），and after Bootstrap validation，it was 0.894（95% CI = 0.861-0.925）. The Hosmer-Lemeshow test，calibration curve，and decision curve analysis all indicated that the model had good accuracy and clinical utility. Conclusions:Age，diastolic blood pressure，use of immunosuppressants，LYM，α-HBDH，CysC，and RVFAC may serve as independent risk factors for CVD in patients with rheumatic and autoimmune diseases. The prediction model based on echocardiography combined with laboratory indicators can，to some extent，predict the risk of CVD occurrence in these patients.

Objective To evaluate the efficacy of modified cardiac rehabilitation combined with Xuefu Zhuyu decoction on patients with heart failure of Qi deficiency and blood stasis type,with a focus on analyzing the improvement of galectin-3(Gal-3),soluble suppression of tumorigenicity 2(sST2)levels,cardiac function,traditional Chinese medicine syndromes,and exercise tolerance.Methods 180 patients with heart failure of Qi deficiency and blood stasis type who attended the Department of Rehabilitation Medicine,Huzhou First People's Hospital from October 2021 to March 2023 were selected and randomly divided into treatment group(modified cardiac rehabilitation+Xuefu Zhuyu decoction)and control group(conventional treatment),with a treatment course of 12 weeks.The changes of Gal-3,sST2,left ventricular ejection fraction(LVEF),New York heart association functional classification(NYHA),N-terminal B-type natriuretic peptide(NT-proBNP),traditional Chinese medicine syndrome score and 6-minute walk test(6MWT)were compared between two groups before and after 12 weeks of treatment,and the safety was evaluated.Results After 12 weeks of treatment,Gal-3 and sST2 levels of patients in treatment group were significantly lower than those in control group;LVEF levels of patients in treatment group were significantly higher than those in control group,and the degree of improvement of cardiac function grading in treatment group was significantly better than that in control group;NT-proBNP in treatment group was significantly lower than that in control group;The 6MWT in treatment group was significantly higher than that in control group;The score of traditional Chinese medicine syndrome in treatment group was lower than that in control group;The difference is statistically significant(P＜0.05).After 12 weeks of treatment,the effective rate of treatment group was significantly higher than that of control group(P＜0.05);There was no statistically significant difference in adverse reactions and serious adverse events between two groups of patients(P＞0.05).Conclusion Modified cardiac rehabilitation combined with Xuefu Zhuyu decoction can significantly improve cardiac function,traditional Chinese symptoms,and exercise tolerance in patients with heart failure of Qi deficiency and blood stasis type,reduce Gal-3 and sST2 levels,and has high clinical application value.

Ulcerative colitis(UC)is an inflammatory disease characterized by a continuous diffuse lesion in the colorectal mucosa.Macrophages,as key players in the inflammatory microenvironment,are significantly correlated with the development of UC.Based on the TCM pathogenesis of UC,this article reviewed the current research status of targeted regulation of macrophages in the treatment of UC using TCM,summarized the biological processes related to macrophages and their role in the progression of UC,and concluded the molecular mechanism of TCM treatment of UC targeting macrophages.It found that the active components of Chinese materia medica,TCM compounds,and TCM non-pharmacological therapies mainly regulate macrophage activity by regulating macrophage polarization,autophagy,pyroptosis,metabolic reprogramming,oxidative stress,and other processes,thereby delaying the progression of UC.This article aimed to provide references for in-depth exploration of the pathogenesis of UC and the TCM prevention and treatment of UC.

Objective:To investigate the incidence and high-risk pathogenic factors of cardiovascular disease（CVD）in patients with rheumatic and autoimmune diseases，and to construct and validate a predictive model for the risk of CVD occurrence in these patients.Methods:A retrospective analysis was conducted on 239 patients with rheumatic and autoimmune diseases who underwent treatment and echocardiography at the Affiliated Hospital of Inner Mongolia Medical University between June 2020 and June 2023. General patient data，laboratory test results，and echocardiographic findings were collected. Follow-up was performed via electronic medical records or telephone surveys until December 2024 to determine the incidence of CVD，starting from the date of the first echocardiographic examination. Predictive factors were screened using univariate analysis and Lasso regression，and a Logistic regression model was constructed. Internal validation was performed using the Bootstrap method. The model's accuracy and clinical utility were assessed using the Hosmer-Lemeshow test，calibration curve，and decision curve analysis.Results:Among the 239 patients，111 developed CVD. Logistic regression analysis identified age，diastolic blood pressure，use of immunosuppressants，lymphocyte count（LYM），α-hydroxybutyrate dehydrogenase（α-HBDH）level，serum cystatin C（CysC），and right ventricular fractional area change（RVFAC）as independent predictive factors for CVD in these patients（all P<0.05）. The area under the ROC curve（AUC）for the prediction model was 0.895（95% CI = 0.856 - 0.935），and after Bootstrap validation，it was 0.894（95% CI = 0.861-0.925）. The Hosmer-Lemeshow test，calibration curve，and decision curve analysis all indicated that the model had good accuracy and clinical utility. Conclusions:Age，diastolic blood pressure，use of immunosuppressants，LYM，α-HBDH，CysC，and RVFAC may serve as independent risk factors for CVD in patients with rheumatic and autoimmune diseases. The prediction model based on echocardiography combined with laboratory indicators can，to some extent，predict the risk of CVD occurrence in these patients.

Objective To evaluate the efficacy of modified cardiac rehabilitation combined with Xuefu Zhuyu decoction on patients with heart failure of Qi deficiency and blood stasis type,with a focus on analyzing the improvement of galectin-3(Gal-3),soluble suppression of tumorigenicity 2(sST2)levels,cardiac function,traditional Chinese medicine syndromes,and exercise tolerance.Methods 180 patients with heart failure of Qi deficiency and blood stasis type who attended the Department of Rehabilitation Medicine,Huzhou First People's Hospital from October 2021 to March 2023 were selected and randomly divided into treatment group(modified cardiac rehabilitation+Xuefu Zhuyu decoction)and control group(conventional treatment),with a treatment course of 12 weeks.The changes of Gal-3,sST2,left ventricular ejection fraction(LVEF),New York heart association functional classification(NYHA),N-terminal B-type natriuretic peptide(NT-proBNP),traditional Chinese medicine syndrome score and 6-minute walk test(6MWT)were compared between two groups before and after 12 weeks of treatment,and the safety was evaluated.Results After 12 weeks of treatment,Gal-3 and sST2 levels of patients in treatment group were significantly lower than those in control group;LVEF levels of patients in treatment group were significantly higher than those in control group,and the degree of improvement of cardiac function grading in treatment group was significantly better than that in control group;NT-proBNP in treatment group was significantly lower than that in control group;The 6MWT in treatment group was significantly higher than that in control group;The score of traditional Chinese medicine syndrome in treatment group was lower than that in control group;The difference is statistically significant(P＜0.05).After 12 weeks of treatment,the effective rate of treatment group was significantly higher than that of control group(P＜0.05);There was no statistically significant difference in adverse reactions and serious adverse events between two groups of patients(P＞0.05).Conclusion Modified cardiac rehabilitation combined with Xuefu Zhuyu decoction can significantly improve cardiac function,traditional Chinese symptoms,and exercise tolerance in patients with heart failure of Qi deficiency and blood stasis type,reduce Gal-3 and sST2 levels,and has high clinical application value.

Lymphoedema of lower extremities,chronic and progressive,will severely deteriorate the quality of life of patients as it progresses.Thus,early diagnosis and treatment to delay the progress of the disease is conducive to improving the prognosis of patients.At present,common techniques for the diagnosis of lower limb lymphedema,whose advantages and disadvantages vary,cannot be applied to individual case comprehensively.CEUS has the advantages of non-invasion,convenience,real-time,and good repeatability for this disease.CEUS can enhance the image of lymph in lymphatics,and has a high sensitivity to superficial lymphatics,gradually applied in lymphedema of lower limbs.This article reviews the application of CEUS in lower limb lymphedema.