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.

The orientation of the acetabular cup in hip joint anteroposterior radiograph is a key factor in evaluating the postoperative outcomes of total hip arthroplasty (THA). Currently, measurement of the acetabular cup anteversion angle primarily relies on manual drawing of auxiliary lines by orthopedic surgeons and calculations using scientific calculators. This study proposes an automated computer-aided measurement method for the acetabular cup anteversion angle based on hip joint anteroposterior radiograph. The proposed method segments hip prosthesis images using an improved Otsu algorithm, identifies feature points at the acetabular cup opening by combining circle-fitting theory and the cup's geometric characteristics, and fits an ellipse to the cup opening to calculate the anteversion angle. A total of 104 hip joint anteroposterior radiographs, including 71 right-sided and 81 left-sided prostheses, were analyzed. Two orthopedic surgeons independently measured the postoperative anteversion angles, and the results were compared with computer-generated measurements for correlation analysis. Spearman and Pearson correlation analyses demonstrated significant correlations between the proposed method and manual measurements for both the right group ( r = 0.795, P < 0.01) and the left group ( r = 0.859, P < 0.01). This method provides a reliable reference for orthopedic surgeons to assess postoperative prognosis.
Humans ; Acetabulum/anatomy & histology* ; Arthroplasty, Replacement, Hip/methods* ; Algorithms ; Hip Prosthesis ; Hip Joint/diagnostic imaging* ; Radiography ; Image Processing, Computer-Assisted/methods*

Colorectal cancer (CRC) poses a severe global health challenge with high incidence and mortality rates. USP37 has been identified as the bona fide deubiquitinase of SND1, playing a critical role in stabilizing SND1, thereby augmenting its oncogenic potential. The interaction between USP37 and SND1 was confirmed through extensive proteomics, ubiquitinomics, and interactomics, underscoring their synergistic effects on CRC proliferation and metastasis. Additionally, CDK1 has emerged as a pivotal regulator of USP37, phosphorylating it at threonine 631 rather than serine 628, enhancing its deubiquitinase activity, and consequently stabilizing SND1 to drive CRC malignancy further. Histological analyses of human CRC samples linked the upregulation of CDK1 and USP37 with increased SND1 levels and poor patient prognosis. High-throughput virtual screening and subsequent experimental validation identified Dacarbazine as a pharmacological inhibitor of USP37, and its inhibition disrupted SND1 stability, hindering CRC cell proliferation and metastasis. This study reveals a novel and promising molecular mechanism driving CRC progression through the CDK1-USP37-SND1 axis, highlighting the clinical importance of targeting this pathway to improve patient outcomes.

OBJECTIVE To investigate the induction of apoptosis in hepatocellular carcinoma cells by polyphyllin 9 （PP9） through the regulation of the Fas/Fas ligand （FasL） signaling pathway， and its inhibitory effect on the growth of transplanted tumor in nude mice. METHODS Based on the screening of cell lines and intervention conditions， HepG2 cells were selected as the experimental subject to investigate the effects of 2 μmol/L and 4 μmol/L PP9 treatment on cell colony formation activity， apoptosis rate， as well as the protein expressions of Fas， FasL， cleaved caspase-8 and cleaved caspase-3. Additionally， Fas inhibitor KR- 33493 was introduced to investigate the underlying mechanism of PP9’s anti-hepatocellular carcinoma activity. Using HepG2 cell tumor-bearing nude mice model as the object， and 5-fluorouracil （20 mg/kg） as the positive control， the effects of 10 mg/kg PP9 on tumor volume， tumor mass， and the protein expressions of the nuclear proliferation-associated antigen Ki-67 and cleaved caspase-3 in tumor-bearing nude mice were investigated. RESULTS Compared with the control group， 2， 4 μmol/L PP9 significantly decreased the number of clones and the clone formation rate of cells， but significantly increased the apoptosis rate， the protein expressions of Fas， FasL， cleaved caspase-8 and cleaved caspase-3 （P＜0.05 or P＜0.01）. However， the combination of Fas inhibitor KR-33493 could significantly reverse the effect of PP9 on the up-regulation of proteins related to the Fas/FasL signaling pathway （P＜0.01）. Compared with the control group， the tumor volume （on day 27）， mass and protein expression of Ki- 67 in nude mice of the PP9 group were significantly decreased， while the protein expression of cleaved caspase-3 was significantly increased （P＜0.01）. CONCLUSIONS PP9 can induce apoptosis of HepG2 cells by activating the Fas/FasL signaling pathway. Meanwhile， PP9 can also effectively inhibit the growth of transplanted tumors in nude mice.

B-cell lymphomas account for 70％-80％of non-Hodgkin lymphomas(NHL)and exhibit significant heterogeneity in genetic profiles,phenotypic characteristics,and clinical manifestations,posing substantial challenges for clinical management.The B-cell receptor(BCR)is a transmembrane receptor on the surface of B cells that plays a central regulatory role in B-cell development,activation,and adaptive immune responses.As a core mechanism driving malignant transformation in various B-cell malignancies,aberrant activation of the BCR signaling pathway,plays a pivotal role in B lymphoma pathogenesis.Dysregulated BCR signaling not only promotes tumor cell proliferation,survival,and anti-apoptotic capacity but also accelerates malignant progression.Consequently,researchers are vigorously exploring therapeutic strategies targeting BCR and its downstream pathways,including inhibitors of Bruton's tyrosine kinase(BTK)and PI3K,as well as direct BCR-targeted approaches.The central role of BCR signaling in lymphoma pathogenesis and treatment underscores its potential as a critical focus for future therapeutic development,offering new directions and hope for improved clinical outcomes.

Objective To investigate the risk factors for cardiovascular disease(CVD)in patients with rheumatoid arthritis(RA).Methods Clinical data of 225 patients with RA admitted to the Second Affiliated Hospital of Zhengzhou University from January 2023 to September 2024 were collected,and the patients were divided into CVD group(n=50)and non-CVD group(n=175)according to whether they were complicated by CVD.Univariate and multivariate Logistic regression was used to analyze the risk factors of CVD in RA patients.Results Univariate Logistic regression analysis showed that age,hematocrit,red cell volume distribution width(RDW),erythrocyte sedimentation rate,neutrophil to high density lipoprotein ratio(NHR)and platelet to lymphocyte ratio(PLR)were all influencing factors for CVD in RA patients(P＜0.05).Multivariate Logistic regression analysis showed that age,RDW,NHR and PLR were all risk factors for CVD in RA patients(P＜0.05).The results of receiver operating characteristic curve analysis showed that the area under the curve(AUC)of age,RDW,NHR and PLR diagnosed CVD in RA patients were 0.844,0.797,0.572 and 0.713,respectively.The combined diagnosis AUC of four indexes was 0.898.Conclusion The risk of CVD in RA patients is influenced by many factors,and the combination of age,RDW,NHR,and PLR can improve early diagnosis of CVD in RA patients.

Objective The analgesic effect of manual acupuncture on acute adjuvant arthritis(AA)rats was evaluated using flurbiprofen cataplasm as a positive control,and the role of mast cells in the mechanism of analgesia was explored.Methods 24 SD rats were randomly divided into model group,10-minute manual acupuncture group,and 30-minute flurbiprofen cataplasm treatment group.AA rat models were established,and treatments were applied at the Zusanli acupoint,while the model group received no treatment.The rats'pain thresholds under mechanical and thermal stimuli were measured before and after the therapy.Acupoint tissue sections were collected and stained,and the mast cell degranulation rate at the acupoint tissue was calculated for each experimental group.Results Mechanical and thermal pain thresholds were significantly increased in 10-minute manual acupuncture group compared to those before therapy(P＜0.000 1),while there was no significant difference in mechanical and thermal pain pain threshold recovery rates between 10-minute manual acupuncture group and 30-minute flurbiprofen cataplasm treatment group(P＞0.05).The mast cell degranulation rate in 10-minute manual acupuncture group and the 30-minute flurbiprofen cataplasm treatment group was significantly higher than that of the model group(P＜0.001).Conclusions Short-term application of manual acupuncture provides immediate analgesia in AA rats,comparable to flurbiprofen cataplasm treatment.The analgesic effects of manual acupuncture and flurbiprofen cataplasm treatment may be closely related to the degranulation of mast cells in the Zusanli acupoint tissue.This study provides an optimized clinical protocol for treating inflammatory joint diseases while laying the groundwork for future research on treatment mechanisms,long-term outcomes,and combination therapy applicability in varied patient groups.

Objective The analgesic effect of manual acupuncture on acute adjuvant arthritis(AA)rats was evaluated using flurbiprofen cataplasm as a positive control,and the role of mast cells in the mechanism of analgesia was explored.Methods 24 SD rats were randomly divided into model group,10-minute manual acupuncture group,and 30-minute flurbiprofen cataplasm treatment group.AA rat models were established,and treatments were applied at the Zusanli acupoint,while the model group received no treatment.The rats'pain thresholds under mechanical and thermal stimuli were measured before and after the therapy.Acupoint tissue sections were collected and stained,and the mast cell degranulation rate at the acupoint tissue was calculated for each experimental group.Results Mechanical and thermal pain thresholds were significantly increased in 10-minute manual acupuncture group compared to those before therapy(P＜0.000 1),while there was no significant difference in mechanical and thermal pain pain threshold recovery rates between 10-minute manual acupuncture group and 30-minute flurbiprofen cataplasm treatment group(P＞0.05).The mast cell degranulation rate in 10-minute manual acupuncture group and the 30-minute flurbiprofen cataplasm treatment group was significantly higher than that of the model group(P＜0.001).Conclusions Short-term application of manual acupuncture provides immediate analgesia in AA rats,comparable to flurbiprofen cataplasm treatment.The analgesic effects of manual acupuncture and flurbiprofen cataplasm treatment may be closely related to the degranulation of mast cells in the Zusanli acupoint tissue.This study provides an optimized clinical protocol for treating inflammatory joint diseases while laying the groundwork for future research on treatment mechanisms,long-term outcomes,and combination therapy applicability in varied patient groups.

Objective To investigate the risk factors for cardiovascular disease(CVD)in patients with rheumatoid arthritis(RA).Methods Clinical data of 225 patients with RA admitted to the Second Affiliated Hospital of Zhengzhou University from January 2023 to September 2024 were collected,and the patients were divided into CVD group(n=50)and non-CVD group(n=175)according to whether they were complicated by CVD.Univariate and multivariate Logistic regression was used to analyze the risk factors of CVD in RA patients.Results Univariate Logistic regression analysis showed that age,hematocrit,red cell volume distribution width(RDW),erythrocyte sedimentation rate,neutrophil to high density lipoprotein ratio(NHR)and platelet to lymphocyte ratio(PLR)were all influencing factors for CVD in RA patients(P＜0.05).Multivariate Logistic regression analysis showed that age,RDW,NHR and PLR were all risk factors for CVD in RA patients(P＜0.05).The results of receiver operating characteristic curve analysis showed that the area under the curve(AUC)of age,RDW,NHR and PLR diagnosed CVD in RA patients were 0.844,0.797,0.572 and 0.713,respectively.The combined diagnosis AUC of four indexes was 0.898.Conclusion The risk of CVD in RA patients is influenced by many factors,and the combination of age,RDW,NHR,and PLR can improve early diagnosis of CVD in RA patients.

B-cell lymphomas account for 70％-80％of non-Hodgkin lymphomas(NHL)and exhibit significant heterogeneity in genetic profiles,phenotypic characteristics,and clinical manifestations,posing substantial challenges for clinical management.The B-cell receptor(BCR)is a transmembrane receptor on the surface of B cells that plays a central regulatory role in B-cell development,activation,and adaptive immune responses.As a core mechanism driving malignant transformation in various B-cell malignancies,aberrant activation of the BCR signaling pathway,plays a pivotal role in B lymphoma pathogenesis.Dysregulated BCR signaling not only promotes tumor cell proliferation,survival,and anti-apoptotic capacity but also accelerates malignant progression.Consequently,researchers are vigorously exploring therapeutic strategies targeting BCR and its downstream pathways,including inhibitors of Bruton's tyrosine kinase(BTK)and PI3K,as well as direct BCR-targeted approaches.The central role of BCR signaling in lymphoma pathogenesis and treatment underscores its potential as a critical focus for future therapeutic development,offering new directions and hope for improved clinical outcomes.