Hepatic stellate cells (HSCs) are the primary fibrogenic cells in the liver, and their activation plays a crucial role in the development and progression of hepatic fibrosis. Here, we report that retinoid X receptor-alpha (RXRα), a unique member of the nuclear receptor superfamily, is a key modulator of HSC activation and liver fibrosis. RXRα exerts its effects by modulating calcium/calmodulin-dependent protein kinase kinase β (CaMKKβ)-mediated activation of AMP-activated protein kinase-alpha (AMPKα). In addition, we demonstrate that K-80003, which binds RXRα by a unique mechanism, effectively suppresses HSC activation, proliferation, and migration, thereby inhibiting liver fibrosis in the CCl₄ and amylin liver NASH (AMLN) diet animal models. The effect is mediated by AMPKα activation, promoting mitophagy in HSCs. Mechanistically, K-80003 activates AMPKα by inducing RXRα to form condensates with CaMKKβ and AMPKα via a two-phase process. The formation of RXRα condensates is driven by its N-terminal intrinsic disorder region and requires phosphorylation by CaMKKβ. Our results reveal a crucial role of RXRα in liver fibrosis regulation through modulating mitochondrial activities in HSCs. Furthermore, they suggest that K-80003 and related RXRα modulators hold promise as therapeutic agents for fibrosis-related diseases.

OBJECTIVES: To construct vocal recognition classification models using 6 machine learning algorithms and vocal emotional characteristics of individuals with subthreshold depression to facilitate early identification of subthreshold depression. METHODS: We collected voice data from both normal individuals and participants with subthreshold depression by asking them to read specifically chosen words and texts. From each voice sample, 384-dimensional vocal emotional feature variables were extracted, including energy feature, Meir frequency cepstrum coefficient, zero cross rate feature, sound probability feature, fundamental frequency feature, difference feature. The Recursive Feature Elimination (RFE) method was employed to select voice feature variables. Classification models were then built using the machine learning algorithms Adaptive Boosting (AdaBoost), Random Forest (RF), Linear Discriminant Analysis (LDA), Logistic Regression (LR), Lasso Regression (LRLasso), and Support Vector Machine (SVM), and the performance of these models was evaluated. To assess generalization capability of the models, we used real-world speech data to evaluate the best speech recognition classification model. RESULTS: The AdaBoost, RF, and LDA models achieved high prediction accuracies of 100%, 100%, and 93.3% on word-reading speech test set, respectively. In the text-reading speech test set, the accuracies of the AdaBoost, RF, and LDA models were 90%, 80%, and 90%, respectively, while the accuracies of the other 3 models were all below 80%. On real-world word-reading and text-reading speech data, the classification models using AdaBoost and Random Forest still achieved high predictive accuracies (91.7% and 80.6% for AdaBoost and 86.1% and 77.8% for Random, respectively). CONCLUSIONS Analyzing vocal emotional characteristics allows effective identification of individuals with subthreshold depression. The AdaBoost and RF models show excellent performance for classifying subthreshold depression individuals, and may thus potentially offer valuable assistance in the clinical and research settings.
Humans ; Machine Learning ; Emotions ; Depression/diagnosis* ; Algorithms ; Voice ; Support Vector Machine ; Male ; Female

OBJECTIVES: To investigate the therapeutic mechanism of Wendan Decoction for phlegm syndrome in rats with metabolic syndrome (MS). METHODS: Forty Wistar rats were randomly divided into normal control group (n=8) and 3 phlegm syndrome model groups (induced by high-fat, high-sugar, and high-salt feeding and a single-dose intraperitoneal STZ injection; n=24) treated with daily gavage of saline, Wendan Decoction (3.6 g/kg), or metformin (0.1 g/kg) for 4 weeks. General conditions and glucose and lipid metabolism parameters of the rats were monitored, and serum LPS, liver histopathology, hepatic expressions of FXR, CYP7A1 and FGFR4 and ileal expressions of FXR and FGF15 were examined. Gut microbiota structure was analyzed using 16S rDNA sequencing, and serum bile acids were quantified with UHPLC-MS/MS. RESULTS: The rat models of phlegm syndrome exhibited severe hepatic steatosis and necrosis, increased body weight, abdominal circumference, Lee's index, FBG, FINS, HOMA-IR, TG, TC, LDL and LPS, and decreased HDL level. The abundance of Bacteroidetes, Megamonas, and Bacteroides in gut microbiota increased while Firmicutes, Lachnospiraceae_NK4A136_group, isohyodeoxycholic acid, and glycohyodeoxycholic acid decreased significantly; hepatic FXR and FGFR4 expressions and ileal FXR and FGF15 expressions decreased while hepatic CYP7A1 expression increased significantly in the rat models. Treatment with Wendan Decoction effectively alleviated hepatic pathology, reduced body weight and abdominal circumference, improved glucose and lipid metabolic profiles and gut microbiota structure, and reversed the changes in hepatic and ileal protein expressions. Correlation analysis revealed that Firmicutes and Lachnospiraceae_NK4A136_group were positively correlated while Bacteroidetes, Megamonas and Bacteroides were negative correlated with the levels of isohyodeoxycholic acid and hyodeoxycholic acid. CONCLUSIONS Wendan Decoction can significantly improve metabolic profiles in rats with phlegm syndrome of MS possibly by regulating the intestinal flora-bile acid axis to modulate the intestinal flora structure and maintain bile acid homeostasis via the FXR signaling pathway.
Animals ; Gastrointestinal Microbiome/drug effects* ; Metabolic Syndrome/microbiology* ; Bile Acids and Salts/metabolism* ; Rats, Wistar ; Drugs, Chinese Herbal/therapeutic use* ; Rats ; Male ; Fibroblast Growth Factors/metabolism* ; Liver/metabolism* ; Cholesterol 7-alpha-Hydroxylase/metabolism* ; Receptors, Cytoplasmic and Nuclear/metabolism*

Objective To investigate the expression characteristics and clinical significance of endothelial cell-derived extracellular vesicles(EC-EVs)in the peripheral blood of patients with sep-sis-induced cardiomyopathy(SIC).Methods A total of 143 sepsis patients were enrolled and divid-ed into cardiomyopathy group(n=72)and non-cardiomyopathy group(n=71)based on occurrence of SIC.Peripheral blood samples were collected from patients in both groups upon admission for isola-tion and identification of EC-EVs.The number of EC-EVs,apoptosis,and the activity and expression levels of caspase-1 in EC-EVs were compared between the two groups.Spearman correlation analysis was used to assess the correlations of the number of EC-EVs,caspase-1 activity,and N-terminal pro-brain natriuretic peptide(NT-proBNP)with cardiac troponin Ⅰ(cTnⅠ).Multivariable Logistic regres-sion analysis was conducted to explore the factors influencing the occurrence of SIC in sepsis patients.Receiver operating characteristic(ROC)curves were plotted to analyze the predictive value of the number of EC-EVs and caspase-1 activity for SIC.Results EC-EVs with a diameter of approximately 100 nm,intact membrane structure,and expression of extracellular vesicles(EVs)marker molecules(CD9,CD63,CD81)were successfully isolated from samples in both groups.The cardiomyopathy group had significantly higher numbers of EC-EVs in peripheral blood,EC-EV apoptosis levels,caspase-1 activity,and protein expression levels compared to the non-cardiomyopathy group(P＜0.05).Spearman correlation analysis revealed positive correlations between the number of EC-EVs and NT-proBNP(r=0.603,0.685,P＜0.001),and between caspase-1 activity and cTnⅠ(r=0.474,0.711,P＜0.001).Multivariable Logistic regression analysis showed that the number of EC-EVs,caspase-1 activity,NT-proBNP levels,and cTnⅠ levels were all independent influencing factors for the occurrence of SIC in sepsis patients(P＜0.05).The ROC curves indicated that the areas under the curve for predicting SIC based on the number of EC-EVs and caspase-1 activity in peripheral blood were 0.721 and 0.858,respectively.Conclusion The number of EC-EVs and caspase-1 activity in EC-EVs in the peripheral blood of SIC patients are significantly increased,and are closely related to cardiac function and myocardial injury in sepsis patients.Thus,they have the potential to become biomarkers for predicting SIC.

Objective:To investigate the association between regional white matter hyperintensity (WMH) volumes and cognitive impairment in Parkinson′s disease (PD) patients.Methods:The consecutive samples of PD cohort between October 2018 and August 2019 from the Department of Movement Disorders, Beijing Tiantan Hospital, Capital Medical University were retrospectively analyzed. Demographic and disease profiles, three-dimensional brain magnetic resonance imaging data were collected. Cognition was evaluated by Mini-Mental State Examination (MMSE), and mood was evaluated by Hamilton Anxiety Scale and Hamilton Depression Scale (HAMD). According to the MMSE score, patients were divided into PD with dementia group and PD without dementia group. WMH volume was automatically calculated using unidentified bright objects detector pipeline based on anatomical autonomic labeling atlas. Firstly, demographic and disease profiles, and WMH total volume were compared between groups with and without dementia. Then, partial correlation analysis [false discovery rate (FDR) corrected] and principal component (PC) regression analysis were used to assess the association between regional WMH volumes and the MMSE score.Results:Compared with PD without dementia group, PD with dementia group showed significantly higher WMH volume [5 125 (2 727, 13 718) mm 3vs 3 214 (1 959, 7 205) mm 3, Z=-2.256, P=0.024]. After adjusting for age, low density lipoprotein, cholesterol, and HAMD score, partial correlation analysis (FDR corrected) showed that WMH volumes in the right calcarine ( r=-0.204, PFDR-corrected=0.034), the right fusiform ( r=-0.180, PFDR-corrected=0.046), the right lingual ( r=-0.146, PFDR-corrected=0.047), the left middle temporal ( r=-0.168, PFDR-corrected=0.047), the left inferior parietal lobes ( r=-0.145, PFDR-corrected=0.047) and the right inferior parietal lobes ( r=-0.148, PFDR-corrected=0.047) were significantly associated with MMSE score. PC regression analysis demonstrated that MMSE score was significantly associated with PC2 ( B=-0.632, 95% CI -1.222--0.041, P=0.036), PC13 ( B=-1.384, 95% CI -2.155--0.613, P=0.001), and PC14 ( B=-0.913, 95% CI -1.599--0.227, P=0.009); PC2, PC13 and PC14 were mainly composed of temporo-parieto-occipital WMHs in the posterior brain, and the related WMH components accounted for 9.668% of WMH variance. Conclusions:The posterior WMH burden may be associated with cognitive impairment in PD patients. However, WMH burden may not be the main contributor to cognitive impairment in PD patients.

Objective:To establish an environmental management strategy for the prevention of ventilator-associated pneumonia from the perspective of etiological characteristics and to verify its application effect.Methods:Based on a sampling survey, this study constructed preventive management strategies for ventilator-associated pneumonia by blocking pathogen characteristics from the perspective of both colonization and infection management in patients. From July 2021 to June 2023, a non-synchronous randomized controlled study was conducted, including a control group of 59 cases and an experimental group of 57 cases from ICU of Tianjin Teda Hospital, all of them were mechanically ventilated patients. The effectiveness of the strategy was confirmed.Results:In the control group, there were 35 males and 24 females, with an average age of (46.97 ± 18.84) years. In the experimental group, there were 39 males and 18 females, with an average age of (47.49 ± 13.85) years. During the study period, there were 9 cases of ventilator-associated pneumonia (VAP) in the control group and 2 cases in the experimental group, the difference between the two groups was statistically significant (exact odds ratio=0.031). The duration of mechanical ventilation in the experimental group (122.41 ± 18.36) h, which was shorter than that in the control group (187.62 ± 18.05) h, and the difference was statistically significant ( t=19.28, P<0.05). The length of ICU stay in the experimental group was (8.38 ± 0.79) d, in the control group was (10.99 ± 1.10) d, the difference between them was statistically significant ( t=14.66, P<0.05). On the 7th day, there were 7 cases of positive pathogenic bacteria in sputum culture in the experimental group, which was significantly different from the 29 cases in the control group ( χ2=16.73, P<0.05). Conclusions:The vector management strategy for preventing ventilator-associated pneumonia by blocking etiological characteristics can reduce the incidence of VAP, shorten the duration of mechanical ventilation and ICU stay, and reduce the pathogen load in the sputum of mechanically ventilated patients on the 7th day.

Objective To establish the drug use evaluation(DUE)criteria for aspirin enteric-coated tablets and provide a reference for the rationally clinical application of aspirin enteric-coated tablets.Methods DUE criteria for aspirin enteric-coated tablets were established from three aspects of indications,medications and medication results with reference to drug instructions of aspirin enteric-coated tablets,related guidelines,expert consensus and literature,and through Delphi method.A retrospective analysis was conducted to evaluate the medical records of patients who took aspirin enteric-coated tablets from January 2021 to June 2022 in Fuqing Hospital affiliated to Fujian Medical University.Results A total of 1 071 medical records were included.683 cases fully met the DUE criteria,with a rational rate of 63.77％.Irrational drug use mainly included inappropriate indications(6.26％),off-label drug use without approval(28.48％),contraindications(1.03％),inappropriate usage and dosage(1.68％),drug interactions with potential clinical significance(0.65％)and other inappropriate drug use(2.71％).Conclusion The established DUE standard for aspirin enteric-coated tablets has strong scientific practicability and feasibility.The irrational rate of aspirin enteric-coated tablets in this hospital is high.Corresponding intervention measures should be formulated to ensure the safety of clinical medication.

Objective:To investigate the association and predictive value of serum biomarkers with carotid atherosclerosis(CAS)in the elderly population.Methods:The data used in this study were obtained from the China Hainan Centenarian Cohort Study(CHCCS), a prospective cohort that includes elderly individuals from community populations in Hainan Province.The baseline survey was conducted between 2014 and 2019.A total of 737 elderly individuals aged 80 to 100 were included in the analysis.The study examined various factors including questionnaires, physical examination data, liver and kidney function indicators(albumin, aspartate aminotransferase, alanine aminotransferase, total bilirubin, and glomerular filtration rate), blood cell counts(red blood cells, white blood cells, platelets, neutrophil count, lymphocyte count, and monocyte count), inflammatory markers(high-sensitivity C-reactive protein), and lipid metabolism markers(total cholesterol, triglycerides, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, apolipoprotein AI, and apolipoprotein B).The objective was to explore the lipids of serum biomarkers and diagnostic performance of carotid atherosclerosis.Results:The prevalence of CAS in the elderly population was found to be 80.7%.Spearman's correlation analysis and a fully adjusted multivariate logistic regression model were used to examine the relationship between CAS and various factors in elderly patients.Result showed that systolic blood pressure, heart rate, and serum apolipoprotein B levels were significantly correlated with CAS[ OR(95% CI): 1.012(1.004-1.021), 0.998(1.011-1.024); 15.796(4.914-50.772), respectively; all P<0.001].Additionally, ROC curve analysis demonstrated that the combined application of serum apolipoprotein B, systolic blood pressure, and heart rate improved the predictive value of CAS in the elderly(Area under the curve: 0.820, 95% CI: 0.782-0.858; Sensitivity: 78.8%; Specificity: 86.8%; Positive likelihood ratio: 5.97; Negative likelihood ratio: 0.24). Conclusions:Our study discovered that serum apolipoprotein B is an autonomous risk factor for CAS among the elderly.The utilization of a specific set of biomarkers, in conjunction with other risk markers, holds potential as a promising strategy for evaluating CAS in the elderly population.

Objective To investigate the interventional effect and mechanism of a novel ampelopsis hydrogel on dampness-heat accumulation syndrome of gouty arthritis. Methods A total of 90 patients with gouty arthritis who met the diagnostic criteria of western medicine and were differentiated as damp-heat accumulation syndrome of traditional Chinese medicine(TCM) were randomly divided into treatment group, control group and blank group, with 30 patients in each group. The blank group was treated with etoricoxib only, the control group was treated with etoricoxib combined with ampelopsis hydrogel, and the treatment group was treated with etoricoxib combined with external application of ampelopsis hydrogel. The clinical efficacy, time to symptom improvement, safety, comfort, changes in syndrome scores of TCM, serum inflammatory factors[C-reactive protein (CRP), tumor necrosis factor-α (TNF-α), erythrocyte sedimentation rate (ESR)], NF-κB signaling pathway-related proteins, Visual Analogue Scale (VAS) scores for pain, and joint mobility were compared among the three groups before and after treatment. Results The total effective rates in the treatment group and control group were 93.33% and 90.00%, respectively, which were higher than 70.00% in the blank group (P < 0.05). The time for improvement of pain, redness, tenderness, and limited joint mobility in the treatment group was shorter than that in the control group and blank group (P < 0.05). After 7 days of treatment, the TCM syndrome score in the treatment group was lower than that in the control group and blank group, and the levels of serum CRP, TNF-α, and ESR and the expressions of NF-κB signalingpathway-related proteins P50 and P65 in the treatment group and control group were lower than those in the blank group (P < 0.05). After 7 days of treatment, the VAS score in the treatment group was lower than that in the control group and blank group, and the comfort score in the treatment group was higher than that in the control group (P < 0.05). There was no significant difference in the incidence of adverse reactions among the three groups (P>0.05). Conclusion The effect of ampelopsis hydrogel in treating gouty arthritis is better than that of ampelopsis paste, and its mechanism may be related to the regulation of the NF-κB pathway and inhibition of inflammatory factor expression. The hydrogel is easy to use, hygienic, and comfortable, and is expected to become a safe, effective, and convenient external medicine for gouty arthritis.

Objective:To analyze the clinical characteristics of benign paroxysmal positional vertigo (BPPV) in the oldest old.Method:The clinical data of elderly patients (≥60 years old) with BPPV diagnosed in the Clinical Center for Vertigo and Balance Disturbance of Capital Medical University between January 2019 and October 2021 was collected, including basic information, clinical symptoms in a structured medical history questionnaire and the time interval from the appearance of symptoms to medical consultation. According to the age, patients were divided into elderly group (60-74 years old) and the oldest old group (≥75 years old), and the demographic information, clinical symptoms and consultation time were compared between the two groups.Results:A total of 3 019 patients with BPPV were included in analysis; there were 415 patients in the oldest-old group with the age of (79.54±3.62) years, and 2 604 patients in the elderly group with the age of (65.59±3.88) years. The incidence of vertigo, dizziness or vertigo triggered by position changes of head or body, headache and autonomic symptoms in the eldest-old group were less common than that in the elderly group (all P<0.05). But hearing loss and other types of dizziness (unable to determine the nature of dizziness or vertigo, or without typical symptoms such as dizziness, balance disorders, or instability) were more common in the eldest-old group than those in the elderly group (all P<0.05). Among 3 019 patients, 1 137 had definite time from symptom onset to diagnosis (1 004 in the elderly group and 133 in the oldest-old group), the proportion of patients with the time from the onset to diagnosis>7 days in the oldest-old group was higher than that in the elderly group ( P<0.05). Conclusion:The oldest old patients with BPPV have more atypical symptoms than the younger elderly patients.