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 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 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 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 explore the regulatory effect of miR-6838-5p on DDR1 gene expression and proliferation of breast cancer cells.Methods The expression levels of miR-6838-5p in normal breast epithelial cells and breast cancer cells were detected using qRT-PCR,and the potential target genes of miR-6838-5p was predicted using TargetscanV 8.0.Double luciferase reporter gene experiment was performed to verify the binding between miR-6838-5p and DDR1.Breast cancer MCF-7 cells were transfected via liposome,miR-6838-5p mimic,miR-6838-5p inhibitor,DDR1 siRNA,DDR1-overexpresisng vector,or both miR-6838-5p mimic and DDR1-overexpressing vector,and the changes in cell proliferation were examined with CCK-8 and EdU assays;Western blotting was used to detect the expression of DDR1.The mediating role of DDR1 in miR-6838-5p overexpression-induced inhibition of MCF-7 cell proliferation was verified in a nude mouse model bearing MCF-7 cell xenografts.Results The expression of miR-6838-5p was significantly lower in breast cancer cells than in normal breast epithelial cells.In MCF-7 cells,miR-6838-5p overexpression induced significant inhibition of cell proliferation.Dual luciferase reporter gene experiment demonstrated a binding relationship between miR-6838-5p and DDR1(P<0.01).Western blotting showed that miR-6838-5p overexpression significantly lowered DDR1 expression in MCF-7 cells,and DDR1 overexpression promoted proliferation of the cells;co-transfection of the cells with DDR1-overexpressing vector significantly attenuated the inhibitory effect of miR-6838-5p mimic on cell proliferation.In the tumor-bearing nude mice,the xenografts overexpressing miR-6838-5p showed a significantly smaller volum with obviously the expression of DDR1.Conclusion Overexpression of miR-6838-5p inhibits breast cancer cell proliferation by regulating DDR1 expression.

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.

Objective To investigate the effect of TLR4/NF-κB pathway on epithelial mesenchymal transformation of colon cancer cells in tumor-associated fibroblasts.Methods A co-culture model of colon cancer cells and CAFs cells was established.Colon cancer cells were taken as control group,co-culture model and lipopoly Saccharide(LPS,15 μg/ml)co-culture model were taken as experimental group,and the migration of colon cancer cells was observed by transwell assay.the expressions of α-SMA,FAP and VEGF in CAFs cells were detected by immunofluorescence.the protein and mRNA expressions of TLR4、Myd88、NF-κB in CAFs cells and E-cadherin,N-cadherin、Vimentin in colon cancer cells were detected by Western blotting and RTPCR,respectively.Results The co-culture model of CAFs cells and colon cancer cells can promote the migration of colon cancer cells,and increase the expression of α-SMA and FAP in CAFs cells.the migration of colon cancer cells is related to the activation of TLR4/NF-κB pathway in CAFs cells,which enhances the expression of VEGF in CAFs cells,further promotes EMT of colon cancer cells,and increases the migration and invasion ability of cancer cells.Conclusion CAFs can promote the migration of colon cancer cells,and the mechanism may be related to the activation of TLR4/NF-κB pathway.CAFs express VEGF cytokines,thereby promoting epithelial mesenchymal transformation of colon cancer cells.

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.