OBJECTIVE To explore the clinical characteristics and risk factors for refractory drug-resistant Pseudo-monas aeruginosa infection and evaluate the prognosis so as to provide theoretical bases for effective prevention and control of the refractory drug-resistant P.aeruginosa infection.METHODS A total of 95 patients who were di-agnosed with refractory drug-resistant P.aeruginosa infection and were treated in People's Hospital of Guangdong Province from Jan.2019 to Dec.2023 were assigned as the infection group.Meanwhile,95 patients who did not have drug-resistant P.aeruginosa infection,matched by the age and hospitalization period,were chosen as the non-infection group in a case-control(1∶1 ratio).The basic information and clinical data were collected from the two groups of patients.The characteristics and risk factors for the drug-resistant P.aeruginosa infection were ana-lyzed,and the prognosis of the patients was evaluated.RESULTS Among the clinical isolates of drug-resistant P.aeruginosa,78 were isolated from respiratory secretions;there were 59 patients from intensive care unit(ICU),13 patients from respiratory medicine department and 8 patients from geriatrics department.Fever,dyspnea,moist rales and cough were the major clinical manifestations.The proportions of patients with history of respirato-ry tract disease(P＜0.001),renal disease(P=0.008),nervous system disease(P=0.005),diabetes mellitus(P=0.017),hepatic disease(P=0.007),previous utilization rate of aminoglycosides(P=0.002)and previous u-tilization rate of no less than 3 types of antibiotics were higher in the infection group than in the non-infection group.Multivariate analysis showed that the history of respiratory tract disease(OR=2.813,95％CI:1.366 to 5.792,P=0.005),history of diabetes mellitus(OR=2.465,95％CI:1.129 to 5.382,P=0.024)and history of nervous system disease(OR=2.386,95％CI:1.151 to 4.944,P=0.019)were the risk factors for the drug-resist-ant P.aeruginosa infection.The mortality rate of the infection group was 30.53％,higher than 6.32％of the non-infection group(x2=18.527,P＜0.001).CONCLUSIONS The mortality rate of the patients with drug-resistant P.aeruginosa infection is high.The history of respiratory tract disease,history of diabetes mellitus and history of nervous system disease are the major risk factors for the infection.It is necessary for the hospital to strengthen the awareness of prevention of the drug-resistant P.aeruginosa infection so as to curb the hospital-associated infection.

Objective:To explore the effect of non-invasive intervention on preventing maternal breast tenderness, and to provide references for clinicians to select the optimal non-invasive intervention for the prevention of maternal breast tenderness.Methods:Literature focused on the effect of different non-invasive interventions to prevent maternal breast tenderness by randomized controlled trials design was searched in the databases, including China National Knowledge Infrastructure, VIP, Wanfang, SinoMed, PubMed, Web of Science, Embase and Cochrane Library, from inception to April 8, 2024. Two researchers independently screened the literature, extracted the data and evaluated the quality of the literature. Stata 16.0 was used to conduct a network Meta-analysis.Results:A total of 21 studies involving 2 298 women, covering 5 non-invasive interventions (low-frequency pulse electrotherapy, breast massage combined with low-frequency pulse electrotherapy, breast massage and acupoint massage, breast massage and acupoint massage combined with ear point pressure bean, breast massage and acupoint massage combined with external application of Chinese medicine). The network meta-analysis results showed that, compared with routine care, five non-invasive interventions had statistically significant differences in reducing the incidence of maternal breast tenderness ( OR values ranging from 0.20 to 0.39, all P<0.05). Breast massage combined with low-frequency pulse electrotherapy ranked first in terms of effectiveness on preventing of breast tenderness. Conclusions:All five non-invasive interventions are effective on preventing maternal breast tenderness, with breast massage combined with low-frequency pulse electrotherapy being the most effective.

OBJECTIVE To explore the clinical characteristics and risk factors for refractory drug-resistant Pseudo-monas aeruginosa infection and evaluate the prognosis so as to provide theoretical bases for effective prevention and control of the refractory drug-resistant P.aeruginosa infection.METHODS A total of 95 patients who were di-agnosed with refractory drug-resistant P.aeruginosa infection and were treated in People's Hospital of Guangdong Province from Jan.2019 to Dec.2023 were assigned as the infection group.Meanwhile,95 patients who did not have drug-resistant P.aeruginosa infection,matched by the age and hospitalization period,were chosen as the non-infection group in a case-control(1∶1 ratio).The basic information and clinical data were collected from the two groups of patients.The characteristics and risk factors for the drug-resistant P.aeruginosa infection were ana-lyzed,and the prognosis of the patients was evaluated.RESULTS Among the clinical isolates of drug-resistant P.aeruginosa,78 were isolated from respiratory secretions;there were 59 patients from intensive care unit(ICU),13 patients from respiratory medicine department and 8 patients from geriatrics department.Fever,dyspnea,moist rales and cough were the major clinical manifestations.The proportions of patients with history of respirato-ry tract disease(P＜0.001),renal disease(P=0.008),nervous system disease(P=0.005),diabetes mellitus(P=0.017),hepatic disease(P=0.007),previous utilization rate of aminoglycosides(P=0.002)and previous u-tilization rate of no less than 3 types of antibiotics were higher in the infection group than in the non-infection group.Multivariate analysis showed that the history of respiratory tract disease(OR=2.813,95％CI:1.366 to 5.792,P=0.005),history of diabetes mellitus(OR=2.465,95％CI:1.129 to 5.382,P=0.024)and history of nervous system disease(OR=2.386,95％CI:1.151 to 4.944,P=0.019)were the risk factors for the drug-resist-ant P.aeruginosa infection.The mortality rate of the infection group was 30.53％,higher than 6.32％of the non-infection group(x2=18.527,P＜0.001).CONCLUSIONS The mortality rate of the patients with drug-resistant P.aeruginosa infection is high.The history of respiratory tract disease,history of diabetes mellitus and history of nervous system disease are the major risk factors for the infection.It is necessary for the hospital to strengthen the awareness of prevention of the drug-resistant P.aeruginosa infection so as to curb the hospital-associated infection.

Game-based psychological assessment utilizes game mechanisms and elements to enhance partic-ipants'motivation and improve measurement accuracy,but similar to traditional methods,it mainly focuses on static results.By integrating game-based psychological assessment with artificial intelligence technology,this paper propo-ses the paradigm of intelligent psychological assessment based on interactive environment.With analyzing dynamic process data within the game,this paradigm can accurately depict the participants'actions and results in the interac-tive context,more effectively representing individual psychological states and behavioral characteristics.This new paradigm demonstrates advancements and significant potential for development in terms of demand,data collection,and analysis techniques.

Objective:To explore the effect of non-invasive intervention on preventing maternal breast tenderness, and to provide references for clinicians to select the optimal non-invasive intervention for the prevention of maternal breast tenderness.Methods:Literature focused on the effect of different non-invasive interventions to prevent maternal breast tenderness by randomized controlled trials design was searched in the databases, including China National Knowledge Infrastructure, VIP, Wanfang, SinoMed, PubMed, Web of Science, Embase and Cochrane Library, from inception to April 8, 2024. Two researchers independently screened the literature, extracted the data and evaluated the quality of the literature. Stata 16.0 was used to conduct a network Meta-analysis.Results:A total of 21 studies involving 2 298 women, covering 5 non-invasive interventions (low-frequency pulse electrotherapy, breast massage combined with low-frequency pulse electrotherapy, breast massage and acupoint massage, breast massage and acupoint massage combined with ear point pressure bean, breast massage and acupoint massage combined with external application of Chinese medicine). The network meta-analysis results showed that, compared with routine care, five non-invasive interventions had statistically significant differences in reducing the incidence of maternal breast tenderness ( OR values ranging from 0.20 to 0.39, all P<0.05). Breast massage combined with low-frequency pulse electrotherapy ranked first in terms of effectiveness on preventing of breast tenderness. Conclusions:All five non-invasive interventions are effective on preventing maternal breast tenderness, with breast massage combined with low-frequency pulse electrotherapy being the most effective.

Game-based psychological assessment utilizes game mechanisms and elements to enhance partic-ipants'motivation and improve measurement accuracy,but similar to traditional methods,it mainly focuses on static results.By integrating game-based psychological assessment with artificial intelligence technology,this paper propo-ses the paradigm of intelligent psychological assessment based on interactive environment.With analyzing dynamic process data within the game,this paradigm can accurately depict the participants'actions and results in the interac-tive context,more effectively representing individual psychological states and behavioral characteristics.This new paradigm demonstrates advancements and significant potential for development in terms of demand,data collection,and analysis techniques.

Objective To investigate the effect of electroacupuncture(EA)on the behaviors of lipopolysaccharide(LPS)-induced depression-like mice and explore the potential molecular mechanism of the antidepressant effect of EA using transcriptomics sequencing technology.Methods Thirty-six male specific pathogen-free-grade C57BL/6J mice were divided into the normal,the model,and the EA groups using the random number table method,with 12 mice per group.The EA group received a daily 20-minute EA at the"Baihui"and"Yintang"acupoints for 7 days.After 7 days of EA treatment,1.5 mg/kg LPS was injected intraperitoneally into the model and EA groups,whereas the normal group received an injection of an equal volume of saline solution.Depressive behaviors were assessed using the open-field test,tail-suspension test,and other relevant tests.Pathologic morphology of the hippocampus tissue was determined using hematoxylin-eosin staining.Transcriptomics technology was used to identify differentially expressed genes in the hippocampus,and bioinformatics analysis was performed.Real-time fluorescence quantitative PCR was performed to detect the mRNA expressions of hematopoietic cell kinase(Hck),adhesion G protein-coupled receptor E1(Adgre1),Toll-like receptor 2(Tlr2),and Gm49037 in the hippocampus.Results Compared to the normal group,mice in the model group exhibited a decrease in total travel distance,central travel distance,center area time(P＜0.01),as well as an increase in tail-suspension immobility time(P＜0.05).Hippocampal neurons were loosely arranged,and some neurons had blurred boundaries.Compared to the model group,mice in the EA group showed an increase in open-field total travel distance,central travel distance,center area time(P＜0.05),as well as a decrease in tail-suspension immobility time(P＜0.01);Additionally,hippocampal neurons were more tightly arranged,exhibiting clearer morphology and structure.Transcriptomic analysis revealed that 779 differentially expressed genes were identified in the model group compared to the normal group,whereas 172 genes differed between the EA and model groups.Nineteen genes were upregulated in the model group but downregulated in the EA group,and ten genes were down-regulated in the model group but up-regulated in the EA group.Gene Ontology Functional Analysis indicated that these genes primarily function in immune responses,Toll-like receptor activity,cell surface receptor signaling pathways,and interleukin-10 production.Kyoto Encyclopedia of Genes and Genomes pathway analysis revealed enrichment in inflammation-related pathways,including Toll-like receptor signaling pathway and tumor necrosis factor signaling pathway.Compared to the normal group,Hck,Adgre1,and Tlr2 mRNA expressions were elevated in the model group(P＜0.01),whereas there was a decrease tendency for Gm49037 mRNA expression and there was no significant difference(P＞0.05);compared to the model group,Hck,Adgre1,and Tlr2 mRNA expressions were decreased in the EA group(P＜0.05),whereas there was an increase tendency for Gm49037 mRNA expression and there was no significant difference(P＞0.05).Conclusion EA alleviated depressive-like behavior and pathological damage in the hippocampus in LPS-induced mice,which may be related to attenuating hippocampal inflammatory pathways,and Hck,Adgre1,and Tlr2 genes may be the potential targets for its effect.

OBJECTIVES: Non-alcoholic fatty liver disease (NAFLD) and hypertension are common metabolic disorders, both closely associated with insulin resistance (IR), suggesting potential shared pathological mechanisms. This study aims to investigate the mediating role of IR in the relationship between hypertension and NAFLD, and to evaluate the applicability and modeling value of various IR surrogate indices in predicting NAFLD risk. METHODS: A total of 280 976 individuals who underwent health examinations at the Health Management Center of the Third Xiangya Hospital of Central South University between August 2017 and December 2021 were included. NAFLD was diagnosed based on abdominal ultrasound findings, and hypertension was defined according to the criteria of the Chinese Guidelines for the Management of Hypertension. Demographic information, anthropometric indices, and biochemical parameters were collected, and multiple IR surrogate indices were constructed, including the triglyceride-glucose index (TyG) and its derivatives, as well as the metabolic score for insulin resistance (METS-IR). Group comparisons were performed between hypertensive and non-hypertensive participants, as well as between NAFLD and non-NAFLD participants. Pearson correlation analysis was applied to assess the associations of metabolic parameters and IR indices with NAFLD. Furthermore, mediation models were constructed to explore the mediating role of IR in the "hypertension-NAFLD" relationship. Finally, parametric models and machine learning algorithms were compared to evaluate their predictive performance and value in assessing NAFLD risk in this population. RESULTS: The prevalence of NAFLD was significantly higher in hypertensive individuals than in non-hypertensive participants (63.61% vs 33.79%, P<0.001), accompanied by elevated IR levels and adverse metabolic features. Correlation analysis and variable importance rankings across multiple models consistently identified TyG-waist circumference (TyG-WC) and METS-IR as the IR indices most strongly associated with NAFLD. In mediation analysis, the TyG-WC pathway explained 32.03% of the total effect, and the METS-IR pathway explained 17.02%. Interaction analysis showed that hypertension status may attenuate the mediating effect of IR (all interaction estimates were negative). In prediction model comparisons, the simplified model incorporating sex, age, WC, TyG-WC, and METS-IR demonstrated good performance in the test set. Logistic regression and its regularized form (LASSO regression) achieved an accuracy of 0.83, receiver operating characteristic (ROC)-area under the curve (AUC) of 0.91, and a Brier score of 0.12, comparable to ensemble models (random forest and XGBoost), with consistently stable performance across different algorithms. CONCLUSIONS IR plays a significant mediating role in the association between hypertension and NAFLD, with TyG-WC identified as a key indicator showing strong mechanistic relevance and predictive value. Risk prediction models based on IR surrogate indices demonstrate advantages in simplicity and interpretability, providing empirical support for the early screening and individualized prevention of NAFLD in the general population.
Humans ; Non-alcoholic Fatty Liver Disease/complications* ; Insulin Resistance ; Hypertension/epidemiology* ; Male ; Female ; Middle Aged ; Risk Factors ; Adult ; Machine Learning ; Triglycerides/blood*

ObjectiveTo evaluate the effectiveness of stone needle thermocompression and massage compared to flurbiprofen gel patch in relieving chronic musculoskeletal pain in the shoulder and back， and to explore the potential mediating mechanism through muscle elasticity. MethodsA total of 120 patients with chronic musculoskeletal pain in the shoulder and back were randomly assigned to either stone needle group or flurbiprofen group， with 60 patients in each. The stone needle group received stone needle thermocompression and massage for 30 minutes， three times per week； the flurbiprofen group received flurbiprofen gel patch twice daily. Both groups were treated for 2 weeks. Pain improvement， as the primary outcome， was assessed using the Global Pain Scale （GPS） at baseline， after 2 weeks of treatment， and again 2 weeks post-treatment. To explore potential mechanisms， a mediator analysis was conducted by measuring changes in superficial and deep muscle elasticity using musculoskeletal ultrasound at baseline and after the 2-week treatment period. ResultsThe stone needle group showed significantly greater pain relief than the flurbiprofen group 2 weeks post-treatment. After adjusting for confounders related to pain duration， the between-group mean difference was -8.8 ［95% CI （-18.2， -0.7）， P＜0.05］. Part of the therapeutic effect was mediated by changes in deep muscle elasticity， with a mediation effect size of -1.5 ［95% CI （-2.0， -0.9）， P = 0.024］， accounting for 17.9% of the total effect. ConclusionStone needle thermocompression and massage can effectively relieve chronic musculoskeletal pain in the shoulder and back， partly through a mediating effect of improved deep muscle elasticity.