Objective:To explore the lifestyle pattern of the physical examination population and analyze its association with metabolic associated fatty liver disease (MAFLD).Methods:This was a cross-sectional study. Based on the data of 196 515 physical examination individuals from the Health Management Center of the Third Xiangya Hospital of Central South University from January 2016 to December 2020, the subjects were grouped and characterized by principal component analysis and cluster analysis. Among them, 137 277 cases with MAFLD diagnosis information were included in the association analysis between lifestyle pattern and MAFLD. The differences in lifestyle pattern choice among different age, sex, education level, marital status, occupational category and medical insurance type and their differences with the risk of MAFLD were analyzed. The generalized linear mixed model was used to control confounding factors and then association analysis was conducted.Results:There were 6 types of lifestyle patterns in the physical examination population, which were respectively: indulgent type-both physical and mental damage, remedial type-excessive diet, giving type-unique intensity, comfortable type-natural health, heavy smoking type-sedentary injury, heavy drinking type-attempting to make up, accounting for 7.29%, 9.62%, 7.43%, 52.16%, 9.77%, 13.73% in the population. Among them, the male lifestyle pattern was mainly the indulgent type, the remedial type, the heavy smoking type and the heavy drinking type, showing the characteristics of unhealthy lifestyle pattern; Women tended to have healthier lifestyle patterns. After association analysis with MAFLD, it was found that the prevalence of MAFLD was more than 50% in the people who belonged to the indulgent type, remedial type, the heavy smoking type and the heavy drinking type (53.62%, 57.06%, 51.25% and 50.50%, respectively), and the prevalence of MAFLD in the giving type group was 40.17%. The risk of MAFLD in comfortable group was relatively low (28.25%), and the difference in risk of MAFLD among all modes was statistically significant after controlling for confounding factors ( P<0.001). Conclusion:According to cluster mining, there are 6 types of lifestyle patterns in the physical examination population, and the healthier lifestyle pattern has a lower risk of MAFLD.

Objective To investigate the predictive value of dual-energy CT quantitative parameters for assessing the short-term treatment efficacy of second-generation epidermal growth factor receptor-tyrosine kinase inhibitors(EGFR-TKIs)in patients with advanced lung adenocarcinoma.Methods A total of 77 patients with advanced lung adenocarcinoma who received second-generation EGFR-TKIs treatment were retrospectively included.All patients underwent non-contrast and contrast-enhanced dual-energy CT scans.The patients were divided into effective group(45 cases)and ineffective group(32 cases).The clinical data and CT morpho-logical features of the patients were collected,and the iodine concentration(ICA,ICV),normalized iodine concentration(NICA,NICV),and spectral curve slope(kA,kV)in the arterial and venous phases were obtained.The predictive model was constructed using statistically significant intergroup differences,and the predictive performance of the model was evaluated via the area under the curve(AUC)of the receiver operating characteristic(ROC)curves,calibration curves,and decision curve analysis(DCA).Results Signifi-cant differences were observed in ICA 90 keV,ICA 150 keV,kA and NICA 90 keV,NICA 150 keV between the effective group and the ineffective group(P<0.05).Univariate and multivariate logistic regression analyses identified that ICA 90 keV and ICA 150 keV as independent predictors of the short-term treatment efficacy of second-generation EGFR-TKIs.The AUC of the logistic regression model was 0.96[(95%confidence interval(CI)0.87-0.97].Conclusion The quantitative parameters of dual-energy CT can predict the short-term therapeutic efficacy of EGFR-TKIs in advanced lung adenocarcinoma to a certain extent.

Endotoxins are common exogenous pyrogens. Excessive endotoxins in medical devices and injections can lead to serious consequences such as sepsis, septic shock, and even death. Therefore, endotoxin detection plays a crucial role in medical, pharmaceutical, and food sectors. The wide application of Limulus amebocyte lysate (LAL) has led to a sharp decline in the number of horseshoe crabs. Moreover, the LAL assay has limitations such as interbatch variations and difficulty in quantification. The recombinant factor C (rFC) assay is stable between batches, highly sensitive, and capable of quantitation, and thus it can be used as an alternative for the LAL assay. However, the high cost and complex procedures involved in producing recombinant factor C have limited the widespread application of this method. In order to simplify the preparation and reduce the production cost of recombinant factor C, this study focuses on the production of recombinant factor C based on the baculovirus expression system. Multiple measures such as a high-yield and anti-apoptotic vector qBac-IIIG, the optimal signal peptide, and the optimized codon were used to reach the goal of endotoxin detection with cell supernatant. This method simplifies the steps of protein purification. The sensitivity of the supernatant reached 0.05 EU/mL in a 1-L fermentation system, and 500 000 detecting reactions can be supported per liter of fermentation broth. This study increases the yield and activity of recombinant factor C, simplifies the procedures of protein purification, and reduces the cost, laying a foundation for the promotion and application of recombinant factor C in endotoxin detection.
Animals ; Recombinant Proteins/genetics* ; Horseshoe Crabs/chemistry* ; Baculoviridae/metabolism* ; Endotoxins/analysis* ; Protein C/biosynthesis* ; Genetic Vectors/genetics* ; Arthropod Proteins/genetics* ; Enzyme Precursors ; Serine Endopeptidases

Objective This study aims to construct and evaluate a clinical decision support system for individualized frequency repositioning in ICU patients using big data and modern information technology,with the goal of improving ICU nursing quality.Methods From February to August 2023,a dedicated research team was established to construct a data model based on real-world data from 3,988 ICU patients,assessing the impact of different position change frequencies on the incidence of pressure injuries.Based on this model,a decision support system was designed and developed,incorporating modules for personalized patient characteristics input,data analysis and result queries,decision recording,and patient file management.From September to November 2023,ICU nurses at a tertiary hospital in Qingdao city was selected to use the system.A usability survey was conducted using the System Usability Scale(SUS)to evaluate the system's usability.Results The constructed decision support system can display the outcomes for patients under 7 different position change frequencies based on the input of personalized patient characteristics and the calculation results from the data model,providing precise decision support for nurses.A total of 85 nurses participated in the system usability evaluation,with the SUS score of 64.22±13.9.Conclusion The constructed individualized frequency of repositioning decision support system for ICU patients demonstrates good scientific validity and usability,providing clinical nurses with a valuable reference for implementing personalized position change frequencies for patients.

OBJECTIVE To evaluate the efficacy and safety of apatinib combined with PD-1/PD-L1 inhibitors in the treatment of malignant solid tumors. METHODS Randomized controlled trials （RCTs） on apatinib combined with PD-1/PD-L1 inhibitors （combination group） versus monotherapy （apatinib or PD-1/PD-L1）combined with （or） chemotherapy/other treatments （control group） in the treatment of malignant solid tumors were collected from PubMed， Web of Science， Embase， Cochrane Library， CNKI， VIP， Wanfang Data and China Biomedical Literature Database. The search time limit was from the establishment of the databases to May 2025. After literature screening， data extraction and literature quality evaluation， meta-analysis was performed using RevMan 5.3 and Stata 14.0. RESULTS A total of 28 RCTs involving 2 974 patients were included. The objective response rate [RR＝1.639， 95%CI（1.452，1.851）， P＜0.000 01]， disease control rate [RR＝1.284， 95%CI（1.178，1.399）， P＜0.000 01] and CD3+， CD4+， CD4+/CD8+ as well as the incidence of ADR such as hypertension， fatigue， proteinuria， thrombocytopenia were significantly higher in the combination group than control group （P＜0.05 or P＜0.000 01）. The progressive disease rate [RR＝ 0.497， 95%CI（0.437， 0.566）， P＜0.000 01] and serum tumor + marker levels and CD8 were significantly lower in the combination group than control group （P＜0.05 or P＜0.000 01）. Subgroup analysis results of different types of tumors showed that the objective response rate and disease control rate were significantly higher in the combination group than control group （P＜0.05）. The results of sensitivity analysis showed that the stability of this study was good. The results of publication bias analysis showed that there was a high possibility of publication bias in this study. CONCLUSIONS Apatinib combined with PD-1/ PD-L1 inhibitors has a significant efficacy in the treatment of different types of tumors， but attention should be paid to the occurrence of hypertension， fatigue， proteinuria and thrombocytopenia.

BACKGROUND: Despite some studies identifying a potential association between obesity and chronic obstructive pulmonary disease (COPD) risk, previous research had overlooked the dynamic nature of body weight over time, leading to inconsistent findings. The purpose of this study is to elucidate the relationship between adult weight change and COPD risk by adjusting for potential confounding factors. METHODS: We conducted a retrospective analysis using data from ten NHANES cycles (1999-2018), including adults aged 40-74 years. Weight change patterns were assessed using BMI at three time points and classified into five categories per period. Absolute weight change was also grouped into five levels. Multivariate logistic regression models, incorporating sampling weights, were used to examine associations between weight change and COPD, adjusting for demographic and lifestyle covariates. RESULTS: Compared with participants who maintained normal weight, stable obesity participants had increased risk of COPD from age 25 years to 10 years before the survey (OR = 1.45, 95% CI = 1.15 to 1.83), in the 10 years period before the survey (OR = 1.75, 95% CI = 1.47 to 2.08), and from age 25 years to survey (OR = 1.84, 95% CI = 1.46 to 2.31). Three periods indicate that weight gain in adulthood was associated with risk of COPD. In addition, substantial weight gain of more than 20 kg was associated with a higher risk of COPD. In stratified analyses, we also observed a more significant association between weight change and the risk of COPD in never smokers compared to former smokers. CONCLUSIONS Our study suggested that stable obesity and weight gain in adulthood were associated with an increased risk of COPD compared to those who maintain a normal weight, and that the association between weight gain and the incidence of COPD appears closer in patients who have never smoked.
Humans ; Pulmonary Disease, Chronic Obstructive/etiology* ; Middle Aged ; Male ; Female ; Adult ; Aged ; Retrospective Studies ; Weight Gain ; Obesity/complications* ; Risk Factors ; United States/epidemiology* ; Nutrition Surveys ; Body Mass Index

Objective To investigate the predictive value of dual-energy CT quantitative parameters for assessing the short-term treatment efficacy of second-generation epidermal growth factor receptor-tyrosine kinase inhibitors(EGFR-TKIs)in patients with advanced lung adenocarcinoma.Methods A total of 77 patients with advanced lung adenocarcinoma who received second-generation EGFR-TKIs treatment were retrospectively included.All patients underwent non-contrast and contrast-enhanced dual-energy CT scans.The patients were divided into effective group(45 cases)and ineffective group(32 cases).The clinical data and CT morpho-logical features of the patients were collected,and the iodine concentration(ICA,ICV),normalized iodine concentration(NICA,NICV),and spectral curve slope(kA,kV)in the arterial and venous phases were obtained.The predictive model was constructed using statistically significant intergroup differences,and the predictive performance of the model was evaluated via the area under the curve(AUC)of the receiver operating characteristic(ROC)curves,calibration curves,and decision curve analysis(DCA).Results Signifi-cant differences were observed in ICA 90 keV,ICA 150 keV,kA and NICA 90 keV,NICA 150 keV between the effective group and the ineffective group(P<0.05).Univariate and multivariate logistic regression analyses identified that ICA 90 keV and ICA 150 keV as independent predictors of the short-term treatment efficacy of second-generation EGFR-TKIs.The AUC of the logistic regression model was 0.96[(95%confidence interval(CI)0.87-0.97].Conclusion The quantitative parameters of dual-energy CT can predict the short-term therapeutic efficacy of EGFR-TKIs in advanced lung adenocarcinoma to a certain extent.

Objective This study aims to construct and evaluate a clinical decision support system for individualized frequency repositioning in ICU patients using big data and modern information technology,with the goal of improving ICU nursing quality.Methods From February to August 2023,a dedicated research team was established to construct a data model based on real-world data from 3,988 ICU patients,assessing the impact of different position change frequencies on the incidence of pressure injuries.Based on this model,a decision support system was designed and developed,incorporating modules for personalized patient characteristics input,data analysis and result queries,decision recording,and patient file management.From September to November 2023,ICU nurses at a tertiary hospital in Qingdao city was selected to use the system.A usability survey was conducted using the System Usability Scale(SUS)to evaluate the system's usability.Results The constructed decision support system can display the outcomes for patients under 7 different position change frequencies based on the input of personalized patient characteristics and the calculation results from the data model,providing precise decision support for nurses.A total of 85 nurses participated in the system usability evaluation,with the SUS score of 64.22±13.9.Conclusion The constructed individualized frequency of repositioning decision support system for ICU patients demonstrates good scientific validity and usability,providing clinical nurses with a valuable reference for implementing personalized position change frequencies for patients.

Objective:To explore the lifestyle pattern of the physical examination population and analyze its association with metabolic associated fatty liver disease (MAFLD).Methods:This was a cross-sectional study. Based on the data of 196 515 physical examination individuals from the Health Management Center of the Third Xiangya Hospital of Central South University from January 2016 to December 2020, the subjects were grouped and characterized by principal component analysis and cluster analysis. Among them, 137 277 cases with MAFLD diagnosis information were included in the association analysis between lifestyle pattern and MAFLD. The differences in lifestyle pattern choice among different age, sex, education level, marital status, occupational category and medical insurance type and their differences with the risk of MAFLD were analyzed. The generalized linear mixed model was used to control confounding factors and then association analysis was conducted.Results:There were 6 types of lifestyle patterns in the physical examination population, which were respectively: indulgent type-both physical and mental damage, remedial type-excessive diet, giving type-unique intensity, comfortable type-natural health, heavy smoking type-sedentary injury, heavy drinking type-attempting to make up, accounting for 7.29%, 9.62%, 7.43%, 52.16%, 9.77%, 13.73% in the population. Among them, the male lifestyle pattern was mainly the indulgent type, the remedial type, the heavy smoking type and the heavy drinking type, showing the characteristics of unhealthy lifestyle pattern; Women tended to have healthier lifestyle patterns. After association analysis with MAFLD, it was found that the prevalence of MAFLD was more than 50% in the people who belonged to the indulgent type, remedial type, the heavy smoking type and the heavy drinking type (53.62%, 57.06%, 51.25% and 50.50%, respectively), and the prevalence of MAFLD in the giving type group was 40.17%. The risk of MAFLD in comfortable group was relatively low (28.25%), and the difference in risk of MAFLD among all modes was statistically significant after controlling for confounding factors ( P<0.001). Conclusion:According to cluster mining, there are 6 types of lifestyle patterns in the physical examination population, and the healthier lifestyle pattern has a lower risk of MAFLD.

Objective To investigate the demand of specialty nurses in China for retraining,and to provide references for the continuous development of specialty nurses.Methods A convenient sampling method was used to survey specialty nurses from all 31 provinces in May-June 2023.A self-designed questionnaire was used as an electronic questionnaire.Results A total of 61,562 valid questionnaires were collected,with 70.0％of specialty nurses believing that it is"very necessary"or"necessary"to carry out retraining for specialty nurses,and 68.4％being"very willing"or"willing"to participate in further training;64.6％chose a five-year cycle for retraining;and 66.5％chose online learning as their preferred mode of learning.In terms of content and evaluation methods for retraining,the top 3 in the retraining content were specialized knowledge(88.9％),clinical practice(74.3％),and nursing research(59.5％).The top 3 in retraining evaluation were specialized knowledge(87.5％),clinical practice ability(72.2％),and teaching guidance ability(44.3％).Conclusion It is feasible and necessary to carry out the retraining for specialty nurses.It is suggested that the training institutions should carry out the retraining in time according to the characteristics of each specialty and the wishes of specialty nurses,so as to promote the knowledge update and ability maintenance of specialty nurses.