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.

Objective To analyze the trend of global cellulitis disease burden from 1990 to 2019, and to provide a theoretical basis for the prevention and control of cellulitis disease. Methods The Global Burden of Disease 2021 (GBD2021) data were collected, and data on the incidence, mortality, and disability-adjusted life year (DALY) of cellulitis were analyzed for each country worldwide. The estimated annual percentage change (EAPC) and age-standardized rate (ASR) were used to estimate the trend change of cellulitis from 1990 to 2021. Results The global burden of cellulitis increased significantly in 2021, with 55.96 million cases, 28.9 million deaths and 876.1 million DALYs, respectively. Incidence and mortality rates were generally higher in males than in females. The incidence and DALYs were higher in high SDI regions, with the highest burden observed in South Asia. In contrast, East Asia exhibited the lowest burden and demonstrated a declining trend. There were significant differences between countries, with India having the highest prevalence, the United States having the highest incidence, and Bahrain having the fastest growing rate.In 2021, China had the lowest age-standardised incidence of cellulitis in the world and the fastest declining age-standardised incidence and age-standardised DALYs. Conclusion The global disease burden of cellulitis is increasing from 1990-2021, and cellulitis remains an an important global public health problem. Targeted preventive meausres should be taken in areas with different economical levels. Men, middle-aged and elderly people, and newborns are the key groups in need of attention and health education.

Objective:To investigate the prevalence and influencing factors of frailty among older adults diagnosed with non-ST-segment elevation acute coronary syndrome(NSTE-ACS).Methods:We conducted a cross-sectional study involving patients aged 65 years and older with NSTE-ACS, who were admitted to the Cardiology Center and the Department of Geriatrics at Beijing Friendship Hospital, Capital Medical University, between January 2020 and November 2021.Patients were categorized into non-frail, pre-frail, and frail groups based on the FRAIL scale.We collected clinical data, including general health conditions, comorbidities, laboratory results, treatments, and comprehensive geriatric assessments.Logistic regression analysis was employed to identify the influencing factors associated with frailty and pre-frailty in older adults with NSTE-ACS.Results:A total of 528 patients with NSTE-ACS were included in the study, comprising 308 males(58.3%)and 220 females(41.7%). The age range of participants was from 65 to 90 years, with a median age of 72(68, 76)years.The prevalence of frailty among older adults with NSTE-ACS was 11.4%(60/528), while pre-frailty was observed in 51.9%(274/528), and non-frailty in 36.7%(194/528). Compared to the non-frail and pre-frail groups, patients in the frail group were older, had a higher proportion of females, exhibited a greater prevalence of chronic diseases, and presented with elevated inflammatory markers.Additionally, frail patients demonstrated poorer nutritional status and reduced functional ability(all P<0.005). Risk factors for frailty in older adults with NSTE-ACS included older age( OR=1.110, 95% CI: 1.032-1.194, P=0.005), diabetes( OR=2.489, 95% CI: 1.091-5.679, P=0.030), cerebrovascular disease ( OR=4.151, 95% CI: 1.660-10.384, P=0.002), chronic kidney disease ( OR=42.874, 95% CI: 3.957-464.513, P=0.002), and elevated white blood cell levels( OR=1.424, 95% CI: 1.125-1.802, P=0.003). Conversely, being male( OR=0.252, 95% CI: 0.105-0.604, P=0.002)was identified as a protective factor against frailty in this patient population.For pre-frail older adults with NSTE-ACS, identified risk factors included diabetes( OR=1.882, 95% CI: 1.199-2.955, P=0.006), cerebrovascular disease( OR=1.938, 95% CI: 1.176-3.195, P=0.009), and chronic kidney disease ( OR=12.137, 95% CI: 1.536-95.934, P=0.018). Similarly, being male( OR=0.601, 95% CI: 0.376-0.961, P=0.033)was also a protective factor for pre-frailty in older adults with NSTE-ACS. Conclusions:The prevalence of frailty and pre-frailty among older adults with NSTE-ACS is notably high.Common risk factors for frailty and pre-frailty in this population include female gender, diabetes, cerebrovascular disease, and chronic kidney disease.

Objective:To investigate the influence and mechanism of extracellular vesicles (EVs) derived from human adipose-derived mesenchymal stem cells (hADMSCs), i.e. hADMSC-EVs on pyroptosis of human umbilical vein endothelial cells (HUVECs) induced by high glucose, with the aim of providing evidence for improving vascular function in diabetic wounds.Methods:This study was an experimental research. The umbilical cords from 5 women aged 25 to 40 years were collected who had normal vaginal delivery at the Department of Obstetrics and Gynecology of the First Affiliated Hospital of Nanchang University from June to September in 2023, and HUVECs were isolated and successfully identified. Adipose tissue was obtained from 6 healthy women aged 25 to 35 years who underwent abdomen liposuction at the Department of Plastic Surgery of the above-mentioned hospital in the same period. After hADMSCs were isolated, hADMSC-EVs were extracted and successfully identified. The fourth passage of HUVECs were cultured in endothelial cell medium containing glucose in a molarity of 33 mmol/L and divided into phosphate buffered solution (PBS) group cultured with PBS, EV group cultured with hADMSC-EVs, and EV+LY294002 group cultured with hADMSC-EVs and the phosphatidylinositol 3-kinase/protein kinase B (PI3K/Akt) signaling pathway inhibitor LY294002. Western blotting was used to detect the expressions of PI3K/Akt signaling pathway-related proteins PI3K and Akt, and pyroptosis-related proteins nucleotide-binding oligomerization domain-like receptor protein 3 (NLRP3), cysteinyl aspartate specific protease-1 (caspase-1), gasdermin D, interleukin-1β (IL-1β), and IL-18 of cells after 48 hours of culture. A cell counting kit-8 was used to test the proliferation levels of cells at 0 (immediately), 12, 24, 36, 48, 60, and 72 hours of culture. After 48 hours of culture, the cell scratch test was performed and the cell migration rates at 12 and 24 hours after scratching were calculated; the cell Transwell assay was conducted and the number of cells migrating in 24 hours was calculated; the cell tube formation experiment was performed, and the total length of tube formation and the number of branch nodes were measured and counted. The sample size was 3.Results:After 48 hours of culture, the protein expressions of PI3K and Akt of cells in EV group were significantly higher than those in PBS group ( P<0.05), and the protein expressions of PI3K and Akt of cells in EV+LY294002 group were significantly lower than those in EV group ( P<0.05). After 48 hours of culture, the protein expressions of NLRP3, caspase-1, gasdermin D, IL-1β, and IL-18 of cells in EV group were 0.54±0.08, 0.96±0.11, 0.525±0.061, 1.216±0.039, and 1.317±0.023, respectively, which were significantly lower than 2.32±0.11, 1.86±0.07, 1.256±0.113, 2.589±0.084, and 2.042±0.132 in PBS group ( P<0.05); the protein expressions of NLRP3, caspase-1, gasdermin D, IL-1β, and IL-18 of cells in EV+LY294002 group were 1.16±0.05, 1.37±0.06, 0.962±0.028, 1.834±0.017, and 1.803±0.065, respectively, which were significantly higher than those in EV group ( P<0.05). At 12, 24, 36, 48, 60, and 72 hours of culture, the proliferation levels of cells in EV group were significantly higher than those in PBS group ( P<0.05), and the proliferation levels of cells in EV+LY294002 group were significantly lower than those in EV group ( P<0.05). After 48 hours of culture, the cell migration rates at 12 and 24 hours after scratching in EV group were significantly higher than those in PBS group ( P<0.05), and the cell migration rates at 12 and 24 hours after scratching in EV+LY294002 group were significantly lower than those in EV group ( P<0.05); the number of cells migrating in 24 hours in EV group was significantly greater than that in PBS group ( P<0.05), and the number of cells migrating in 24 hours in EV+LY294002 group was significantly less than that in EV group ( P<0.05). After 48 hours of culture, compared with those in PBS group, the total length of tube formation of cells in EV group was significantly prolonged ( P<0.05), and the number of branch nodes was significantly increased ( P<0.05); compared with those in EV group, the total length of tube formation in EV+LY294002 group was significantly shortened ( P<0.05), and the number of branch nodes was significantly decreased ( P<0.05). Conclusions:hADMSC-EVs can inhibit the expression of pyroptosis-related proteins in HUVECs induced by high glucose through the PI3K/Akt signaling pathway and improve the proliferation, migration, and angiogenesis capabilities of HUVECs.

Objective:To investigate the prevalence and influencing factors of frailty among older adults diagnosed with non-ST-segment elevation acute coronary syndrome(NSTE-ACS).Methods:We conducted a cross-sectional study involving patients aged 65 years and older with NSTE-ACS, who were admitted to the Cardiology Center and the Department of Geriatrics at Beijing Friendship Hospital, Capital Medical University, between January 2020 and November 2021.Patients were categorized into non-frail, pre-frail, and frail groups based on the FRAIL scale.We collected clinical data, including general health conditions, comorbidities, laboratory results, treatments, and comprehensive geriatric assessments.Logistic regression analysis was employed to identify the influencing factors associated with frailty and pre-frailty in older adults with NSTE-ACS.Results:A total of 528 patients with NSTE-ACS were included in the study, comprising 308 males(58.3%)and 220 females(41.7%). The age range of participants was from 65 to 90 years, with a median age of 72(68, 76)years.The prevalence of frailty among older adults with NSTE-ACS was 11.4%(60/528), while pre-frailty was observed in 51.9%(274/528), and non-frailty in 36.7%(194/528). Compared to the non-frail and pre-frail groups, patients in the frail group were older, had a higher proportion of females, exhibited a greater prevalence of chronic diseases, and presented with elevated inflammatory markers.Additionally, frail patients demonstrated poorer nutritional status and reduced functional ability(all P<0.005). Risk factors for frailty in older adults with NSTE-ACS included older age( OR=1.110, 95% CI: 1.032-1.194, P=0.005), diabetes( OR=2.489, 95% CI: 1.091-5.679, P=0.030), cerebrovascular disease ( OR=4.151, 95% CI: 1.660-10.384, P=0.002), chronic kidney disease ( OR=42.874, 95% CI: 3.957-464.513, P=0.002), and elevated white blood cell levels( OR=1.424, 95% CI: 1.125-1.802, P=0.003). Conversely, being male( OR=0.252, 95% CI: 0.105-0.604, P=0.002)was identified as a protective factor against frailty in this patient population.For pre-frail older adults with NSTE-ACS, identified risk factors included diabetes( OR=1.882, 95% CI: 1.199-2.955, P=0.006), cerebrovascular disease( OR=1.938, 95% CI: 1.176-3.195, P=0.009), and chronic kidney disease ( OR=12.137, 95% CI: 1.536-95.934, P=0.018). Similarly, being male( OR=0.601, 95% CI: 0.376-0.961, P=0.033)was also a protective factor for pre-frailty in older adults with NSTE-ACS. Conclusions:The prevalence of frailty and pre-frailty among older adults with NSTE-ACS is notably high.Common risk factors for frailty and pre-frailty in this population include female gender, diabetes, cerebrovascular disease, and chronic kidney disease.

Objective:To investigate the influence and mechanism of extracellular vesicles (EVs) derived from human adipose-derived mesenchymal stem cells (hADMSCs), i.e. hADMSC-EVs on pyroptosis of human umbilical vein endothelial cells (HUVECs) induced by high glucose, with the aim of providing evidence for improving vascular function in diabetic wounds.Methods:This study was an experimental research. The umbilical cords from 5 women aged 25 to 40 years were collected who had normal vaginal delivery at the Department of Obstetrics and Gynecology of the First Affiliated Hospital of Nanchang University from June to September in 2023, and HUVECs were isolated and successfully identified. Adipose tissue was obtained from 6 healthy women aged 25 to 35 years who underwent abdomen liposuction at the Department of Plastic Surgery of the above-mentioned hospital in the same period. After hADMSCs were isolated, hADMSC-EVs were extracted and successfully identified. The fourth passage of HUVECs were cultured in endothelial cell medium containing glucose in a molarity of 33 mmol/L and divided into phosphate buffered solution (PBS) group cultured with PBS, EV group cultured with hADMSC-EVs, and EV+LY294002 group cultured with hADMSC-EVs and the phosphatidylinositol 3-kinase/protein kinase B (PI3K/Akt) signaling pathway inhibitor LY294002. Western blotting was used to detect the expressions of PI3K/Akt signaling pathway-related proteins PI3K and Akt, and pyroptosis-related proteins nucleotide-binding oligomerization domain-like receptor protein 3 (NLRP3), cysteinyl aspartate specific protease-1 (caspase-1), gasdermin D, interleukin-1β (IL-1β), and IL-18 of cells after 48 hours of culture. A cell counting kit-8 was used to test the proliferation levels of cells at 0 (immediately), 12, 24, 36, 48, 60, and 72 hours of culture. After 48 hours of culture, the cell scratch test was performed and the cell migration rates at 12 and 24 hours after scratching were calculated; the cell Transwell assay was conducted and the number of cells migrating in 24 hours was calculated; the cell tube formation experiment was performed, and the total length of tube formation and the number of branch nodes were measured and counted. The sample size was 3.Results:After 48 hours of culture, the protein expressions of PI3K and Akt of cells in EV group were significantly higher than those in PBS group ( P<0.05), and the protein expressions of PI3K and Akt of cells in EV+LY294002 group were significantly lower than those in EV group ( P<0.05). After 48 hours of culture, the protein expressions of NLRP3, caspase-1, gasdermin D, IL-1β, and IL-18 of cells in EV group were 0.54±0.08, 0.96±0.11, 0.525±0.061, 1.216±0.039, and 1.317±0.023, respectively, which were significantly lower than 2.32±0.11, 1.86±0.07, 1.256±0.113, 2.589±0.084, and 2.042±0.132 in PBS group ( P<0.05); the protein expressions of NLRP3, caspase-1, gasdermin D, IL-1β, and IL-18 of cells in EV+LY294002 group were 1.16±0.05, 1.37±0.06, 0.962±0.028, 1.834±0.017, and 1.803±0.065, respectively, which were significantly higher than those in EV group ( P<0.05). At 12, 24, 36, 48, 60, and 72 hours of culture, the proliferation levels of cells in EV group were significantly higher than those in PBS group ( P<0.05), and the proliferation levels of cells in EV+LY294002 group were significantly lower than those in EV group ( P<0.05). After 48 hours of culture, the cell migration rates at 12 and 24 hours after scratching in EV group were significantly higher than those in PBS group ( P<0.05), and the cell migration rates at 12 and 24 hours after scratching in EV+LY294002 group were significantly lower than those in EV group ( P<0.05); the number of cells migrating in 24 hours in EV group was significantly greater than that in PBS group ( P<0.05), and the number of cells migrating in 24 hours in EV+LY294002 group was significantly less than that in EV group ( P<0.05). After 48 hours of culture, compared with those in PBS group, the total length of tube formation of cells in EV group was significantly prolonged ( P<0.05), and the number of branch nodes was significantly increased ( P<0.05); compared with those in EV group, the total length of tube formation in EV+LY294002 group was significantly shortened ( P<0.05), and the number of branch nodes was significantly decreased ( P<0.05). Conclusions:hADMSC-EVs can inhibit the expression of pyroptosis-related proteins in HUVECs induced by high glucose through the PI3K/Akt signaling pathway and improve the proliferation, migration, and angiogenesis capabilities of HUVECs.

Objective:To investigate the effectiveness of the Chinese version of the Johns Hopkins Adapted Cognitive Ex-am(ACE)in patients with respiratory critical illness,and to provide objective evidence for its clinical applica-tion in China.Method:One hundred patients in RICU from October 2022 to October 2023 were selected as RICU group and 40 healthy participants during physical examination during the same period as control group,and their cog-nitive function was evaluated by MMSE and ACE,respectively.Result:①There were significant correlations between ACE score and MMSE score in RICU group(r=0.709,P＜0.001);The correlation coefficients of the same subitems were 0.444-0.804,and the correlation was low to high.The Chinese version ACE items were lowly to significantly correlated with the ACE total score,with correlation coefficients ranging from 0.438 to 0.769(P＜0.001).②Between RICU group and control group,there were significant differences in orientation,imitation ability,memory ability and total score in Chinese ACE(P＜0.05),and significant differences in orientation,attention and calculation ability,recall ability,lan-guage ability and total score in MMSE(P＜0.05).③The Chinese version has the highest Yoden index(0.49)when the ACE score is 90.5,and the highest Yoden index(0.525)when the MMSE score is 26.5.The area under the receiver operation curve(ACE)was(0.813±0.035)and the MMSE was(0.841±0.032),and there was no significant difference between them(Z=1.00,P=0.317).Conclusion:The Chinese version of ACE can be used as a screening tool for cognitive impairment in RICU patients,and is more suitable for use in patients with tracheal intubation,tracheotomy and mechanical ventila-tion than MMSE.

Background and purpose:Tumor-associated macrophages(TAM)as the main stromal cells in the tumor microenvironment play an important role in tumor progression.This study aimed to explore the clinical significance of M1 type TAM infiltration in hepatocellular carcinoma(HCC).Methods:We collected tissue paraffin samples from 320 HCC patients who underwent surgery at the Affiliated Nantong Hospital Three of Nantong University from January 2012 to December 2020.Immunohistochemical methods were used to detect the distribution of CD86 labeled M1 type TAM in HCC tissues,and positive cell density was calculated.Groups were established according to cell density,high-density group had cells with greater than average density(29 cells/mm2),and low-density group had cells with less than or equal to average density.The correlation and prognostic significance of M1 TAM density with clinicopathologic features and tumor infiltrating CD8+T lymphocytes of HCC were analyzed.Using immunohistochemistry to detect the expression of programmed death ligand-1(PD-L1),the cases were divided into four groups based on the cell density of CD86 and PD-L1.In the CD86+high-density group,PD-L1 high-density(CD86highPD-L1high)and PD-L1 low-density(CD86highPD-L1low)groups were included.In the CD86+low-density group,the PD-L1 high-density(CD86lowPD-L1high)and PD-L1 low-density(CD86lowPD-L1low)groups were included.We analyzed the prognostic significance of CD86+M1 type TAM density combined with PD-L1 expression.This study was approved by the Ethics Committee of Affiliated Nantong Hospital Three of Nantong University(ethics number:EK2022005).Results:CD86+M1 type TAM was mainly distributed in the tumor stroma.Its high-density rate was 44.7%(143/320).The density of CD86+M1 type TAM was positively correlated with tumor infiltrating CD8+T lymphocyte density(P＜0.001)and negatively correlated with hepatitis B virus surface antigen(HBsAg)positivity(P=0.003),and had no significant correlation with clinical and pathological features such as patient age,gender,cirrhosis,tumor size,histological grading and microvascular invasion.The CD86+M1 type TAM high-density group had better overall survival(OS)and disease-free survival(DFS)than the low-density group,and the differences were statistically significant(all P＜0.001).Multivariate Cox proportional hazards regression model analysis showed that low-density CD86+M1 type TAM was an independent risk factor for evaluating OS and DFS(OS:HR=1.468,P=0.022;DFS:HR=2.233,P＜0.001).The CD86highPD-L1high group had poor OS and DFS than the CD86highPD-L1low group,and the differences were statistically significant(both P＜0.05).The CD86lowPD-L1high group had poor OS and DFS than the CD86lowPD-L1low group.The difference in OS between the two groups was statistically significant(P＜0.05),while the difference in DFS was not statistically significant.Conclusion:The presence of high-density CD86+M1 type TAM in HCC tissue suggests a good prognosis and is an independent prognostic factor.Expression of PD-L1 in HCC tissue suggests increased invasiveness and poorer prognosis.

Objective:To construct a risk assessment model based on hesitant probabilistic fuzzy set(HPFS)and to explore its application value in the risk control and management of safe operation of anesthesia equipment.Methods:Taking the whole life cycle safety and management safety as the important risk assessment dimensions,the risk index system of safe operation of anesthesia equipment was constructed,HPFS and hierarchical-superior-inferior solution distance method were used to realize the quantitative analysis of risks,and the safety self-inspection and risk control treatment strategies were formulated.A total of 150 surgical patients and 16 anesthesia equipment used in surgery used in the operation were selected from July 2020 to June 2023 in Tongzhou District Maternal and Child Health Hospital,and into control group and observation group according to different management modes of anesthetic equipment,with 75 cases in each group.The 10 anesthesia machines used during the surgical treatment of the control group adopted the conventional risk control mode,and the 12 anesthesia machines used in the observation group(including 6 in the control group and the 6 newly added ones)adopted the risk assessment control mode.The incidence of perioperative anesthesia equipment-related risk events,the awareness rate of anesthesia medical staff about potential safety risks,and the failure rate of anesthesia equipment were compared between the two groups.Results:The number of perioperative risk events of improper operation of anesthesia equipment,unreasonable dosage of anesthesia,associated infection and missing records in the observation group were 4 cases(5.3%),0 cases(0%),1 case(1.3%)and 1 case(1.3%),respectively,which was lower than that in the control group,the difference was statistically significant(x2=4.478,4.110,6.857,4.754;P<0.05).The average scores of theoretical knowledge of safety management,safe use,management awareness and fault judgment ability of medical staff operating anesthesia equipment in the observation group were(96.27±3.93)points,(94.31±2.69)points,(91.82±1.94)points and(84.97±4.36)points,respectively,which were higher than those in the control group,the difference was statistically significant(t=5.176,5.322,5.541,5.942;P<0.05).The total number of equipment operation setting,anesthetic gas path,anesthesia depth monitoring,threshold alarm and other faults in the two groups were 90,37,25,316 and 125,respectively,and the failure incidence rates in the observation group were 30%(27/90),35%(13/37),28%(7/25),22%(69/316)and 39%(49/125),respectively,which were lower than those in the control group,the difference was statistically significant(x2=28.800,6.541,9.680,200.532,11.664;P<0.05). Conclusion:The risk assessment model based on HPFS can reduce the incidence of risk events related to anesthesia equipment,enhance the awareness of safety risk control of anesthesia medical staff,and improve the quality of clinical operation of anesthesia equipment.

Cellular senescence and fibrosis are two biological processes that are closely related to the development of many diseases.Cellular senescence can occur through mechanisms such as telomere shortening,DNA damage,and oxidative stress,leading to degradation of cell function and decreased ability to repair damage.More and more studies have shown that fibrosis and cell senescence are closely related,and cell senescence has been confirmed to be involved in the occurrence and development of scar fibrosis diseases.An in-depth understand-ing of the relationship between cellular senescence and scar fibrosis is helpful to find new therapeutic strategies and develop targeted drugs to reduce the process of scar fibrosis.