Objective To meet the clinical need for dynamic monitoring on lactate metabolism in septic shock pa-tients,a time-series prediction model based on a long short-term memory(LSTM)network was developed to predict 24-hour lactate clearance rate at admission.Methods A multi-stage retrospective cohort design was adopted to en-roll septic shock patients admitted to the department of critical care medicine of a hospital from January 2018 to Sep-tember 2024.By conducting univariate analysis and LASSO combined feature screening,predictive factors were extracted from multidimensional clinical data.An end-to-end LSTM framework(two-layer 64/32 units,dropout rate=0.3)was constructed.A sliding window strategy(six-hour step size)was adopted for dynamic prediction and compared with traditional logistic model in terms of three dimensions:calibration(Brier score),discrimination(area under the curve[AUC]of time-dependent receiver operating characteristic[ROC]),and clinical practicality(deci-sion curve analysis).Consistency between model prediction result and actual lactate clearance rate was analyzed,and the accuracy of prediction was evaluated.Results A total of 112 septic shock patients were enrolled in the analysis,including 65 males and 47 females,with an average age of(67.35±7.28)years.65 patients were assigned in the lactate good clearance rate group(lactate good clearance rate≥10％)and 47 in the lactate poor clearance rate group(lactate good clearance rate＜10％);78 patients were in the training set and 34 in the validation set.Time-depen-dent AUC analysis revealed that the predictive performance of the LSTM model in the time windows of 6,12,and 24 hours were 0.89(0.85-0.93),0.91(0.88-0.95),and 0.92(0.89-0.96),respectively,superior to the logistic regression model(ΔAUC=0.085,P＜0.01).The core predictive factors included APACHE Ⅱ score(OR=1.38),lactate level at admission(OR=1.65),vasoactive drug dosage(OR=1.42),and 6-hour fluid resuscitation dosage(OR=1.35).The Pearson correlation coefficient between the predicted value of the model and the actual 24-hour lactate clearance rate was 0.83(P＜0.001),with an average absolute error of 8.2％.Decision curve analysis confirmed that when the threshold probability was 15％-60％,the LSTM model could increase clinical net benefits by 27.3％.The validation of each subgroup showed that the model maintained the optimal predictive performance(AUC=0.87)in the lung infection subgroup(n=16).Conclusion The LSTM-based dynamic prediction model for predicting 24-hour lactate clearance rate through integrating early admission indicators demonstrates excellent pre-dictive performance and clinical application value,which can provide important reference for individualized treatment decisions in septic shock patients.

Objective To study the influencing factors of intradialytic hypotension(IDH)in diabetic maintenance hemodialysis(MHD)patients,and to provide references for clinical prevention of IDH quality control.Methods A total of 200 diabetic patients from four hemodialysis centers in Beijing from March 2022 to September 2022 were collected as the research objects.According to the definition of IDH[systolic blood pressure during hemodialysis≤90 mmHg(1 mmHg=0.133 kPa)or systolic blood pressure reduction during dialysis≥30 mmHg],the patients were divided into IDH group(frequency of hypotension events during dialysis≥30%during 7 months of follow-up)and non-IDH group.Univariate analysis and multivariate Logistic regression were used to analyze the influencing factors of IDH.receive operating characteristic curve(ROC)curve analysis was used to evaluate the predictive value of each influencing factor for IDH.Results Univariate analysis showed that compared with non-IDH group,IDH group had higher systolic blood pressure,higher blood glucose and lower serum albumin before dialysis(P<0.05).There were more patients with orthostatic hypotension in the IDH group than in the non-IDH group(P<0.05).Multivariate Logistic regression analysis showed that pre-dialysis systolic blood pressure,orthostatic hypotension and serum albumin were the influencing factors of IDH(P<0.05).ROC curve was used to evaluate the diagnostic accuracy of pre-hemodialysis systolic blood pressure for IDH.The area under the ROC curve was 0.787(95%CI:0.720-0.854,P<0.001),the threshold of IDH predicted by the Jorden index was 153 mmHg,the sensitivity was 75.5%,and the specificity was 75.4%.Conclusion Pre-hemodialysis systolic blood pressure,blood albumin and postural hypotension are independent factors of IDH in diabetic patients.In order to predict the occurrence of IDH,the pre-hemodialysis systolic blood pressure threshold was 153 mmHg.

Objective To analyze the efficacy of vascularized lymph node transplantation(VLNT)combined with lymphatic venous anastomosis(LVA)in the treatment of secondary lower extremity lymphedema assisted by super microsurgical techniques.Methods A retrospective analysis was performed for 15 patients with secondary lower limb lymphedema who underwent VLNT+LVA surgery in the Department of Reconstructive and Reconstructive Microsurgery of Ruikang Hospital Affiliated to Guangxi University of Traditional Chinese Medicine from July 2021 to July 2023,and compared the circumference and volume of each segment of the lower limb between the preoperative and postoperative 90 days.LVA according to the results of ICG examination,3-5 parts of the lower limb were selected for"Z"shaped surgery,and the lymphatic vessels and venules were anastomosed under the microscope in the subcutaneous fat layer.VLNT confirmed and labeled the saphenous branch of the descending knee artery and its accompanying veins in the popliteal fossa,and the latissimus dorsi lymph node flap was incised,and the flap vessels were anastomosed with the saphenous branch of the descending knee artery and its accompanying veins.Postoperative observation of flap vascularization.The circumference and volume of the affected limb were measured before surgery and 90 days after surgery.Results A total of 15 patients with lower extremity lymphedema were included without serious complications.Statistical analysis showed that the circumference of all levels of the affected limb and the volume of the affected limb were improved 90 days after operation compared with those before surgery.Among them,the limb circumference and volume at each level from the highest point of the dorsum of the foot to 52 cm above the ankle improved 90 days after the operation compared with those before the operation.Conclusion LNT+LVA treatment for secondary lower extremity lymphedema can effectively control edema and improve the function of the affected limb.

Objective:To investigate the short-term efficacy of robotic versus laparoscopic-assisted right hemicolectomy.Methods:The propensity score matching and retrospective cohort study was conducted. The clinicopathological data of 99 patients of right colon cancer who were admitted to Tianjin Medical University General Hospital from January 2020 to December 2023 were collected. There were 50 males and 49 females, aged 69(range, 26?89)years. Of the 99 patients, 41 patients undergoing robotic-assisted right hemicolectomy were divided into the robotic group, and 58 patients undergoing laparoscopic-assisted right hemicolectomy were divided into the lapa-roscopic group. Patients received robotic-assisted or laparoscopic-assisted right hemicolectomy operated by the same major surgeon. Observation indicators:(1) propensity score matching status and com-parison of clinical data of patients between the two groups after matching; (2) intraoperative and postoperative conditions.Comparison of measurement data with normal distribution between groups was conducted using the independent sample t test. Comparison of measurement data with skewed distribution between groups was conducted using the Mann-Whitney U test. Comparison of count data between groups was conducted using the chi-square test or Fisher exact probability. Comparison of ordinal data was conducted using the nonparametic rank sum test. Propensity score matching was performed using the 1∶1 nearest neighbor matching method. The caliper value was set as 0.1. Results:(1) Propensity score matching status and comparison of clinical data of patients between the two groups after matching. Of the 99 patients, 82 patients were successfully matched, with 41 cases in each of the robotic group and the laparoscopic group. After propensity score matching, the elimination of history of abdominal operation confounding bias ensured comparability. (2) Intraoperative and postoperative conditions. After propensity score matching, the operation time of the robotic group was 215(range, 130?340)minutes, the volume of intraoperative blood loss was 50(range, 10?400)mL, the number of lymph node dissected was 21(range, 5?55), the number of intensive care unit stay was 15, time to postoperative first flatus was 3(range, 1?12)days, time to postoperative first food intake was 4(range, 2?14)days, duration of postoperative hospital stay was 8(range, 5?25)days. The above indicators of the laparoscopic group were 210(range, 140?370)minutes, 50(range, 5?150)mL, 19(range, 5?34),20, 3(range, 0?9)days, 5(range, 2?10)days, 8(range, 6?17)days, respectively. There was no significant difference in the above indicators between patients of the two groups ( Z=?0.94, ?1.87, ?1.32, χ2=1.25, Z=0.13, ?0.83, ?0.65, P>0.05). There was no patient converted to open operation in the robotic group, versus 1 patient converted to open operation in the laparoscopic group, showing no significant difference between patients of the two groups ( P>0.05). There were 6 cases in the robotic group and 4 cases in the laparoscopic group with complications, showing no significant difference between the two groups ( χ2=0.46, P>0.05). Both groups of patients achieved R 0 resection and had no readmission 30 days after surgery. The hospital expense was (11.0±1.8)×10 4 yuan of the robotic group, versus (9.0±1.7)×10 4 yuan of the laparoscopic group, showing a significant difference between the two groups ( t=?5.27, P<0.05). Conclusion:Robot-assisted right hemicolectomy is non inferior to laparoscopic-assisted right hemicolectomy in safety and efficacy, but with higher hospitalization costs.

Objective:To explore the mediating effect of intrinsic motivation of nurses between empowering leadership and job performance, with the aim of providing a reference basis for managers to develop a scientific and effective intervention programme to improve nurses′ job performance.Methods:Convenience sampling method was used to select 1 213 clinical nurses from four tertiary general hospitals in Shandong Province, Henan Province, Yunnan Province, and Fujian Province from November to December 2023, and General Information Questionnaire, Empowering Leadership Scale, Intrinsic Motivation Scale, and Job Performance Scale were used to conduct a cross-sectional survey. AMOS26.0 software was used to test the mediating effect of intrinsic motivation of nurses between empowering leadership and job performance.Results:A total of 1 100 nurses completed the survey finally. Among them, there were 58 males and 1 042 females, 474 under 31 years old, 448 between 31-40 years old, and 178 over 40 years old.The total scores of the Empowering Leadership Scale, Intrinsic Motivation Scale, and Job Performance Scale were 49.44 ± 10.04, 82.35 ± 13.54 and 46.27 ± 6.20 in that order. Nurses' job performance were positive correlation with the empowered leadership and intrinsic motivation ( r=0.486, 0.703, both P<0.01), there was a positive correlation between nurse empowerment leadership and intrinsic motivation ( r=0.452, P<0.01). Nurses′ intrinsic motivation partially mediates the relationship between empowering leadership and job performance, accounting for 62.69% of the total effect. Conclusions:Intrinsic motivation of nurses is a mediating variable between empowered leadership and job performance. Nursing managers should focus on nurses' participation in autonomous decision-making to enhance nurses′ sense of competence and meaning at work, and mobilise their motivation to improve job performance.

Objective:To analyze the registration status of clinical trials related to contraceptives based on the data of World Health Organization International Clinical Trials Registry Platform (ICTRP), so as to understand the situation of contraceptives development, and provide reference for improving the quality of clinical trials.Methods:All records in the database of ICTRP before January 1, 2025 was researched to screen out contraceptives clinical trials, and the registration time, registration platform, regional distribution, trial design and research content were analyzed.Results:A total of 206 clinical trials related to contraceptives were included. The projects were mainly carried out in the United States, Germany, and India. About 95.63% (197/206) of the study subjects were women of reproductive age. The　main　type　of　study　was　intervention [89.32% (184/206)], among which random trials accounted for 53.26% (98/184), and parallel group trials were the most common [82.65% (81/98)]. Over 64.56% (133/206) of the trials were indicated with open-label. Most of the clinical trials were in phase Ⅲ [47.57% (98/206)] and phase Ⅳ [16.50% (34/206)]. The interventions in female studies were mainly in three aspects: oral contraceptive [42.64% (84/197)], intrauterine delivery [15.23% (30/197)], and vaginal delivery [15.23% (30/197)], and the primary outcome included pregnancy rate [54.82% (108/197)], adverse drug reactions [13.20% (26/197)], ovulation inhibition [8.63% (17/197)], and vaginal infection [4.06% (8/197)].Conclusion:The　clinical　trials　of contraceptives were unevenly distributed, the research types were mainly randomized interventional trials, the included participants were mainly women of reproductive age, the intervention measures were mostly oral contraceptive, intrauterine delivery and vaginal delivery.

Objective:To explore the mediating effect of self-rated health status between living space and social frailty of the elderly in community, and to provide reference for intervention strategies.Methods:From December 2023 to March 2024, 550 community elderly in Yandun Community, Yicheng Community and Binhu Community in Baohe District of Hefei City were selected as the research objects by convenient sampling method. The general information questionnaire, self-rated health questionnaire, social frailty index and living space assessment scale were used to investigate a cross-sectional survey. Spearman correlation analysis was used to explore the correlation between self-rated health, living space and social frailty of community elderly. Bootstrap method was used to test the mediating effect.Results:A total of 542 valid questionnaires were collected. Among the 542 elderly residents in the community, aged 65-94 (71.69 ± 6.54) years, there were 267 males and 275 females. Among the 542 community elderly, the self-rated health score, living space score and social frailty index were (2.52 ± 0.95), (73.39 ± 16.77) and 0.0 (0.0, 3.0), respectively. Spearman analysis showed that the total score of living space was negatively correlated with the scores of self-rated health and social frailty ( r=-0.477, -0.538, both P<0.01), and the score of self-rated health was positively correlated with the score of social frailty ( r=0.711, P<0.01).The mediating effect results showed that the living space could play a partial mediating effect on social frailty through the mediating variable of self-rated health (-0.028), accounting for 49.12% of the total effect. Conclusions:The self-rated health status of the elderly in the community has an indirect mediating effect between living space and social frailty. Medical workers should take the improvement of the living space mobility of the elderly as the starting point, and improve their self-rated health level through diversified intervention means, so as to reduce the occurrence of social frailty and promote active aging.

Objective To investigate the effect of forsythigenin on the malignant progression of lung cancer cells by regulating the cyclic adenosine monophosphate/exchange protein directly activated by cAMP1/Ras-associated protein 1(cAMP/EPAC1/RAP1)signaling pathway.Methods Lung cancer cell line A549 was cultured in vitro and grouped into the control group,the low dose forsythigenin group(25 mg/L),the medium dose forsythigenin group(50 mg/L),the high dose forsythigenin group(100 mg/L),the high dose forsythigenin+specific increase in intracellular cAMP content(pertussis toxin PTX)group(100 mg/L forsythigenin+5 μmol/L PTX)and high dose forsythigenin+EPAC1 antagonist(ESI-09)group(100 mg/L forsythigenin+1.5 μmol/L ESI-09).CCK-8 experiment was applied to detect cell proliferation.Scratch test was applied to detect cell migration.Flow cytometry was applied to detect cell apoptosis.Transwell was applied to detect cell invasion.ELISA method was applied to detect cAMP level in cell supernatant.Western blot assay was applied to detect expression levels of cAMP/EPAC1/RAP1 signaling pathway proteins and apoptotic proteins[B lymphoblastoma-2(Bcl-2)and Bcl-2 associated X protein(Bax)].Results Compared with the control group,the OD450 value of A549 cells,number of cell invasions,scratch healing rate,level of cAMP,expression levels of Bcl-2,EPAC1 and RAP1 proteins were significantly reduced in the low dose,medium dose and high dose forsythigenin groups,and the expression of Bax protein and the rate of cell apoptosis were significantly increased in a dose-dependent manner(P＜0.05).Compared with the high-dose forsythigenin group,the OD450 value of A549 cells,scratch healing rate,number of cell invasions,level of cAMP,expression levels of Bcl-2,EPAC1 and RAP1 proteins were obviously increased in the high-dose forsythigenin+PTX group,the expression of Bax protein and the apoptosis rate were obviously reduced(P＜0.05).Levels of all indexes in the high dose forsythigenin+ESI-09 group were opposite.Conclusion Forsythigenin inhibits proliferation,migration,and invasion of A549 cells and promotes apoptosis by down-regulating the cAMP/EPAC1/RAP1 signaling pathway.

Objective Based on Network pharmacology to explore the mechanism of Compound Danshen Dripping Pills in treating Psycho-cardiological disease.Methods To obtain the validated targets of the complete formulation of Compound Danshen Dripping Pills,data were sourced from databases including China National Knowledge Infrastructure,Wanfang,VIP,and PubMed.Additionally,genes associated with Psycho-cardiological disease were retrieved from the Genecards database.Utilizing the Digital Intelligence Traditional Chinese Medicine Innovation Platform,network proximity was calculated for the obtained targets and genes.The potential targets of Compound Danshen Dripping Pills in the treatment of Psycho-cardiological disease conduct enrichment analysis,trace the source of medicinal materials and effective components absorbed into the blood.Results Obtained 192 targets for the Compound Danshen Dripping Pills,1137 genes for Psycho-cardiological disease,and the network proximity calculation showed a significant correlation between the two(Z-score=-6.5282).The enrichment analysis of the 95 potential targets predominantly reveals their association with several key pathways,including AGE-RAGE signaling in diabetic complications,Lipid and atherosclerosis,fluid shear stress and atherosclerosis,the HIF-1 signaling pathway,TNF signaling.The traceability analysis indicates that 80 targets are associated with three distinct medicinal materials,10 targets are linked to two medicinal materials,and 5 targets are connected to a single medicinal material.95 targets are mainly related to 17 effective blood components such as salvianolic acid B,tanshinone ⅡA,and salvianolic acid A.The top 16 key genes were obtained by sorting the targets based on the Betweenness values corresponding to the blood components.The enrichment analysis of the key gene indicated that the treatment of Psycho-cardiological disease with Compound Danshen Dripping Pills is associated with the positive regulation of smooth muscle cell proliferation and the hypoxia response.Additionally,it is linked to the AGE-RAGE signaling pathway in diabetic complications,fluid shear stress and atherosclerosis,the relaxin signaling pathway,lipid and atherosclerosis,and the TNF signaling pathway,etc.Conclusion The Compound Danshen Dripping Pills may improve Psycho-cardiological disease by regulating inflammatory response,oxidative stress,myocardial ischemia,neuroprotection,and neurotoxicity inhibition through components such as salvianolic acid B,tanshinone ⅡA,tanshinone Ⅰ,salvianolic acid A,protocatechuic acid,etc.

Objective To investigate the effect of forsythigenin on the malignant progression of lung cancer cells by regulating the cyclic adenosine monophosphate/exchange protein directly activated by cAMP1/Ras-associated protein 1(cAMP/EPAC1/RAP1)signaling pathway.Methods Lung cancer cell line A549 was cultured in vitro and grouped into the control group,the low dose forsythigenin group(25 mg/L),the medium dose forsythigenin group(50 mg/L),the high dose forsythigenin group(100 mg/L),the high dose forsythigenin+specific increase in intracellular cAMP content(pertussis toxin PTX)group(100 mg/L forsythigenin+5 μmol/L PTX)and high dose forsythigenin+EPAC1 antagonist(ESI-09)group(100 mg/L forsythigenin+1.5 μmol/L ESI-09).CCK-8 experiment was applied to detect cell proliferation.Scratch test was applied to detect cell migration.Flow cytometry was applied to detect cell apoptosis.Transwell was applied to detect cell invasion.ELISA method was applied to detect cAMP level in cell supernatant.Western blot assay was applied to detect expression levels of cAMP/EPAC1/RAP1 signaling pathway proteins and apoptotic proteins[B lymphoblastoma-2(Bcl-2)and Bcl-2 associated X protein(Bax)].Results Compared with the control group,the OD450 value of A549 cells,number of cell invasions,scratch healing rate,level of cAMP,expression levels of Bcl-2,EPAC1 and RAP1 proteins were significantly reduced in the low dose,medium dose and high dose forsythigenin groups,and the expression of Bax protein and the rate of cell apoptosis were significantly increased in a dose-dependent manner(P＜0.05).Compared with the high-dose forsythigenin group,the OD450 value of A549 cells,scratch healing rate,number of cell invasions,level of cAMP,expression levels of Bcl-2,EPAC1 and RAP1 proteins were obviously increased in the high-dose forsythigenin+PTX group,the expression of Bax protein and the apoptosis rate were obviously reduced(P＜0.05).Levels of all indexes in the high dose forsythigenin+ESI-09 group were opposite.Conclusion Forsythigenin inhibits proliferation,migration,and invasion of A549 cells and promotes apoptosis by down-regulating the cAMP/EPAC1/RAP1 signaling pathway.