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*

Background and purpose:Owing to the reliance on computed tomography(CT)for evaluating skull-base bone invasion in nasopharyngeal carcinoma and the potential harm of ionizing radiation from CT,zero echo time magnetic resonance imaging(ZTE-MRI)offers high-resolution bone delineation without radiation exposure.Therefore,this study aimed to systematically assess the diagnostic performance of ZTE-MRI for detecting skull-base bone invasion and to explore its clinical feasibility as an alternative to CT.Methods:This prospective study collected 95 nasopharyngeal carcinoma patients treated in Fujian Provincial Cancer Hospital from April 2020 to December 2022 as the research subjects.The patients who do not meet the inclusion standards would be excluded.Using the GE Discovery 750W 3.0T MR scanner to obtain unenhanced scan and enhanced scan,using ZTE-MRI technology to obtain ZTE-MRI and CT image.The results of the imaging scans were used to independently assess skull base bone invasion by two radiologists.This study was approved by the Ethics Committee of Fujian Cancer Hospital(K2025-314-01),and informed consent from the patients were obtained.Results:A total of 80 nasopharyngeal carcinoma patients were included in the final analysis.There was a high degree of consistency between CT diagnosis of nasopharyngeal carcinoma skull base bone invasion and of gold standards,and the difference was statistically significant(κ=0.645,P＜0.001).There was a high degree of consistency between ZTE-MRI diagnosis of nasopharyngeal carcinoma skull base bone invasion and of gold standards,and the difference was statistically significant(κ=0.774,P＜0.001).There was a high degree of consistency between ZTE-MRI combined with conventional MRI diagnosis of nasopharyngeal carcinoma skull base bone invasion and gold standards,and the difference was statistically significant(κ=0.912,P＜0.001).Conclusion:ZTE-MRI technology provides"like CT"images for the skull base bone invasion in nasopharyngeal carcinoma,and ZTE-MRI technology can replace CT examination in clinical practice.

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 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.Conclusion 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.

Objective:To explore the effects of mechanical ventilation（MV）at birth transition on lung pathophysiology and pathobiology in a very preterm animal model.Methods:Based on the model of respiratory distress syndrome（RDS）in very preterm rabbits at gestational age 26（term 31）days well established by the research group using perinatal medication and lung-protective ventilation strategies（very low tidal volume 1-3 mL/kg），we conducted a secondary data analysis. The studied rabbits were re-grouped according to the MV length（≤3 h，3-6 h，6-9 h，9-12 h，and >12 h）. The changes in lung mechanics，histopathology，phospholipid biochemistry，and mRNA relative expression of inflammatory/growth factor in lung tissue were evaluated over the time course of MV. The trend of each variable was tested by ANOVA trend test（ F trend）and Jonckheere-Terpstra trend test（ J-T value）with corresponding P value. Results:With the prolonged MV length，there was improved mean dynamic compliance of respiratory system（ F trend=16.722， P trend<0.001），along with decreased mean peak inspiratory pressure（ F trend =42.226， P trend<0.001）. The content of total phospholipids，disaturated phosphatidylcholine（ J-T=1 222，1 197， P trend=0.018，0.034，respectively）and total protein（ J-T=1 247 ，P trend= 0.009）in bronchoalveolar lavage fluid gradually increased. The wet lung weight in the ≤3 h group was significantly higher than in the other groups（ F=6.819， P<0.001）. The lung injury score（total，or hemorrhage，or inflammation）had progressive exacerbation in the ≤3 h，3-6 h and 6-9 h groups. The lung tissue mRNA expression of major proinflammatory cytokines increased modestly over the time groups in contrast to decreased expression of growth factors，of which the change of keratinocyte growth factor reached statistical significance（ J-T=531， P trend =0.034）. Conclusion:In the 26-day very preterm rabbits，with prolonged MV time，the content of surfactant phospholipid in the alveolar increased gradually，the lung compliance and lung fluid clearance gradually improved. Nevertheless，ventilator-induced lung injury remained evolving. The study warrants further study on the pathogenesis and protective strategies of early postnatal acute lung injury and chronic lung disease.

Background and purpose:Owing to the reliance on computed tomography(CT)for evaluating skull-base bone invasion in nasopharyngeal carcinoma and the potential harm of ionizing radiation from CT,zero echo time magnetic resonance imaging(ZTE-MRI)offers high-resolution bone delineation without radiation exposure.Therefore,this study aimed to systematically assess the diagnostic performance of ZTE-MRI for detecting skull-base bone invasion and to explore its clinical feasibility as an alternative to CT.Methods:This prospective study collected 95 nasopharyngeal carcinoma patients treated in Fujian Provincial Cancer Hospital from April 2020 to December 2022 as the research subjects.The patients who do not meet the inclusion standards would be excluded.Using the GE Discovery 750W 3.0T MR scanner to obtain unenhanced scan and enhanced scan,using ZTE-MRI technology to obtain ZTE-MRI and CT image.The results of the imaging scans were used to independently assess skull base bone invasion by two radiologists.This study was approved by the Ethics Committee of Fujian Cancer Hospital(K2025-314-01),and informed consent from the patients were obtained.Results:A total of 80 nasopharyngeal carcinoma patients were included in the final analysis.There was a high degree of consistency between CT diagnosis of nasopharyngeal carcinoma skull base bone invasion and of gold standards,and the difference was statistically significant(κ=0.645,P＜0.001).There was a high degree of consistency between ZTE-MRI diagnosis of nasopharyngeal carcinoma skull base bone invasion and of gold standards,and the difference was statistically significant(κ=0.774,P＜0.001).There was a high degree of consistency between ZTE-MRI combined with conventional MRI diagnosis of nasopharyngeal carcinoma skull base bone invasion and gold standards,and the difference was statistically significant(κ=0.912,P＜0.001).Conclusion:ZTE-MRI technology provides"like CT"images for the skull base bone invasion in nasopharyngeal carcinoma,and ZTE-MRI technology can replace CT examination in clinical practice.

Objective:To explore the effects of mechanical ventilation（MV）at birth transition on lung pathophysiology and pathobiology in a very preterm animal model.Methods:Based on the model of respiratory distress syndrome（RDS）in very preterm rabbits at gestational age 26（term 31）days well established by the research group using perinatal medication and lung-protective ventilation strategies（very low tidal volume 1-3 mL/kg），we conducted a secondary data analysis. The studied rabbits were re-grouped according to the MV length（≤3 h，3-6 h，6-9 h，9-12 h，and >12 h）. The changes in lung mechanics，histopathology，phospholipid biochemistry，and mRNA relative expression of inflammatory/growth factor in lung tissue were evaluated over the time course of MV. The trend of each variable was tested by ANOVA trend test（ F trend）and Jonckheere-Terpstra trend test（ J-T value）with corresponding P value. Results:With the prolonged MV length，there was improved mean dynamic compliance of respiratory system（ F trend=16.722， P trend<0.001），along with decreased mean peak inspiratory pressure（ F trend =42.226， P trend<0.001）. The content of total phospholipids，disaturated phosphatidylcholine（ J-T=1 222，1 197， P trend=0.018，0.034，respectively）and total protein（ J-T=1 247 ，P trend= 0.009）in bronchoalveolar lavage fluid gradually increased. The wet lung weight in the ≤3 h group was significantly higher than in the other groups（ F=6.819， P<0.001）. The lung injury score（total，or hemorrhage，or inflammation）had progressive exacerbation in the ≤3 h，3-6 h and 6-9 h groups. The lung tissue mRNA expression of major proinflammatory cytokines increased modestly over the time groups in contrast to decreased expression of growth factors，of which the change of keratinocyte growth factor reached statistical significance（ J-T=531， P trend =0.034）. Conclusion:In the 26-day very preterm rabbits，with prolonged MV time，the content of surfactant phospholipid in the alveolar increased gradually，the lung compliance and lung fluid clearance gradually improved. Nevertheless，ventilator-induced lung injury remained evolving. The study warrants further study on the pathogenesis and protective strategies of early postnatal acute lung injury and chronic lung disease.

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.