1.Effect and mechanism of Wnt5a knockdown on the efficacy of M1 bone marrow-derived macrophage in treatment of liver cirrhosis
Feifei XING ; Danyang WANG ; Xinrui ZHENG ; Yannan XU ; Shihao ZHANG ; Junyi ZHAN ; Wei LIU ; Gaofeng CHEN ; Jiamei CHEN ; Ping LIU ; Yongping MU
Journal of Clinical Hepatology 2026;42(3):618-628
ObjectiveTo observe the effect of M1 bone marrow-derived macrophages (M1-BMDM) with Wnt5a knockdown on liver fibrosis and regeneration in a rat model of liver cirrhosis, and to investigate its gain-of-function effect compared with unmodified M1-BMDM. MethodsPrimary bone marrow-derived macrophages were isolated from rats and were polarized to M1 phenotype to construct M1-BMDMWnt5a-KD cells. A rat model of liver cirrhosis induced by CCl4/2-AAF was established, and at the end of week 8, rats were randomly divided into model group, M1-BMDM group, M1-BMDM Wnt5a-knockdown empty vector group (M1-BMDMKD-EV group), and M1-BMDM Wnt5a-knockdown group (M1-BMDMWnt5a-KD group), with 6 rats in each group. On the first day of week 9, the rats in each group were given a single injection of the corresponding cells via the caudal vein, along with an intraperitoneal injection of a CCR2 inhibitor. Six rats without any treatment were used as normal control group. Samples were collected at the end of week 12 to assess liver histopathology, serum liver function parameters, hepatic stellate cell activation, and the expression levels of mature hepatocyte markers. A one-way analysis of variance was used for comparison of continuous data between multiple groups, and the least significant difference t-test was used for further comparison between two groups. ResultsCompared with the model group, all cell treatment groups had significant alleviation of liver inflammatory response and significant reductions in the activities of alanine aminotransferase and aspartate aminotransferase (AST) in serum (all P<0.01), and the M1-BMDMWnt5a-KD group had a significantly lower serum level of AST than the M1-BMDM group (P<0.05). The semi-quantitative analysis based on immunohistochemical staining showed that compared with the model group, all cell treatment groups had a significant reduction in the percentage of CD68-positive area (all P<0.05), and compared with the M1-BMDMKD-EV group, the M1-BMDMWnt5a-KD group had a significant reduction in the percentage of CD68-positive area and a significant increase in the percentage of CD163-positive area (both P<0.05). Compared with the model group, all cell treatment groups had significant reductions in the mRNA expression levels of CD68 and tumor necrosis factor-α (all P<0.05) and the protein expression level of CD68 (all P<0.01); compared with the M1-BMDMKD-EV group, the M1-BMDMWnt5a-KD group had significant increases in the protein and mRNA expression levels of CD163 (both P<0.05), significant reductions in the protein and mRNA expression levels of CD68 (both P<0.05), and a significant reduction in the protein expression level of tumor necrosis factor-α (P<0.01). Sirius Red collagen staining and alpha-smooth muscle actin (α-SMA) immunohistochemical staining showed that compared with the model group, all cell treatment groups had significant alleviation of liver collagen deposition and α-SMA-positive area, with the most significant changes in the M1-BMDMWnt5a-KD group, and compared with the M1-BMDMKD-EV group, the M1-BMDMWnt5a-KD group had significantly smaller Sirius Red-positive area and α-SMA-positive area and a significantly lower content of hydroxyproline in liver tissue (all P<0.05). Compared with the M1-BMDMKD-EV group, the M1-BMDMWnt5a-KD group had significant reductions in the protein and mRNA expression levels of α-SMA and the mRNA expression level of COL-I and TGF-β (all P<0.05). Compared with the model group, all cell treatment groups had a significant increase in the protein expression level of HNF-4α in liver tissue (all P<0.05), and the M1-BMDMWnt5a-KD group had significantly higher protein and mRNA expression levels of HNF-4α and hepatocyte specific antigen than the M1-BMDMKD-EV group (both P<0.05). The M1-BMDMWnt5a-KD group had a significantly higher serum level of albumin than the M1-BMDMKD-EV group (P<0.01). Immunofluorescence co-staining showed that compared with the model group, all cell treatment groups had a significant increase in the number of cells stained positive for HNF and HNF-4α and Ki67 (all P<0.01), and the M1-BMDMWnt5a-KD group had a significantly higher number of such cells than the M1-BMDMKD-EV group (P<0.05). ConclusionInhibition of Wnt5a expression enhances the therapeutic effect of M1-BMDM on rats with liver cirrhosis induced by CCl4/2-AAF, which provides new ideas for enhancing the anti-cirrhotic effect of M1-BMDM through genetic modification.
2.Safety and efficacy of argon-helium cryoablation combined with targeted therapy and anti-programmed death-1 monoclonal antibody in treatment of patients with unresectable hepatocellular carcinoma aged 60 years or older
Shujuan GONG ; Xiujuan CHANG ; Yan LIU ; Dong JI ; Yan CHEN ; Quanwei HE ; Yongping YANG
Journal of Clinical Hepatology 2026;42(3):629-638
ObjectiveTo investigate whether anti-programmed death-1 (PD-1) monoclonal antibody can enhance the efficacy and safety of argon-helium cryoablation combined with targeted therapy in patients with unresectable hepatocellular carcinoma (uHCC) aged 60 years or older. MethodsA retrospective analysis was performed for the clinical data of 124 patients with advanced uHCC aged 60 years or older who were treated at The Fifth Medical Center of Chinese PLA General Hospital from January 2013 to September 2024. After propensity score matching, 57 patients received cryoablation combined with targeted therapy (double combination group), while 57 received cryoablation combined with targeted therapy and anti-PD-1 monoclonal antibody (triple combination group). The indicators for efficacy assessment included objective response rate (ORR), disease control rate (DCR), progression-free survival (PFS), overall survival (OS), and the incidence rate of adverse events. The Mann-Whitney U test was used for comparison of continuous data between two groups, and the chi-square test or the Fisher’s exact test was used for comparison of categorical data between two groups. The Kaplan-Meier method was used to plot survival curves, and the Log-rank test was used for comparison between groups. A Cox proportional-hazards regression model analysis was used to investigate the influencing factors for survival prognosis. ResultsThe triple combination group had a significantly higher ORR than the double combination group (59.6% vs 29.8%, χ2=9.083, P=0.003), while there was no significant difference in DCR between the two groups (87.7% vs 77.2%, χ2=1.516, P=0.218), and compared with the double combination group, the triple combination group had significantly longer median PFS (9.1 months vs 4.8 months, χ2=7.813, P=0.005) and median OS (26.1 months vs 13.6 months, χ2=14.199, P<0.001). The multivariate Cox proportional-hazards regression model analysis showed that triple combination treatment was an independent influencing factor for PFS (hazard ratio [HR]=0.52, 95% confidence interval [CI]: 0.35 — 0.78, P=0.001) and OS (HR=0.32, 95%CI: 0.20 — 0.51, P<0.001). There was no significant difference in the incidence rate of adverse events between the two groups (P>0.05). ConclusionTriple combination treatment with argon-helium cryoablation, targeted therapy, and anti-PD-1 monoclonal antibody can significantly improve survival benefits in uHCC patients aged 60 years or older, with a controllable safety profile.
3.Effect and mechanism of transplantation of human umbilical cord mesenchymal stem cells with overexpression of the Numb gene in treatment of cholestatic liver fibrosis
Shihao ZHANG ; Changqing ZHAO ; Mingyan YANG ; Feifei XING ; Wei LIU ; Gaofeng CHEN ; Jiamei CHEN ; Ping LIU ; Yongping MU
Journal of Clinical Hepatology 2026;42(1):80-89
ObjectiveTo investigate the effect and mechanism of transplantation of human umbilical cord mesenchymal stem cell (hUC-MSC) with overexpression of the Numb gene in the treatment of cholestatic liver fibrosis (CLF). MethodsThe technique of lentiviral transfection was used to induce the overexpression of the Numb gene in hUC-MSC (hUC-MSCNumb-OE), and hUC-MSC transfected with empty vector (hUC-MSCOE-EV) was used as negative control. Bile duct ligation (BDL) was performed to establish a rat model of CLF, and then the rats were randomly divided into BDL group, hUC-MSC group, hUC-MSCOE-EV group, and hUC-MSCNumb-OE group, while a sham-operation group was also established. The rats in the intervention groups were given a single splenic injection of the corresponding cells after BDL, and samples were collected at the end of week 4. Related indicators were measured, including serum biochemistry, liver histopathology, the content of hydroxyproline (Hyp) in the liver, hepatic stellate cell activation, ductular reaction, liver regeneration, and the expression levels of key molecules in the Numb-p53 signaling axis. A one-way analysis of variance was used for comparison of continuous data between multiple groups, and the least significant difference t-test was used for further comparison between two groups. ResultsCompared with the BDL group, the hUC-MSC group and the hUC-MSCOE-EV group had significant reductions in the levels of serum biochemical parameters (aspartate aminotransferase, gamma-glutamyl transpeptidase, total bile acid, total bilirubin, and direct bilirubin), liver fibrosis markers (the content of Hyp and the expression levels of alpha-smooth muscle actin, tumor necrosis factor-α, and transforming growth factor-beta 1), and ductular reaction markers (the expression levels of CK7 and CK19) (all P <0.05), and compared with the hUC-MSCOE-EV group, the hUC-MSCNumb-OE group had significantly greater improvements in the above indicators (all P <0.05). In addition, compared with the hUC-MSCOE-EV group, the hUC-MSCNumb-OE group had significant improvements in the expression levels of liver regeneration-related markers (albumin and hepatocyte nuclear factor 4α) and the molecules associated with the Numb-p53 signaling axis (Numb, pNumb, Mdm2, and p53) (all P <0.05). ConclusionOverexpression of the Numb gene can enhance the therapeutic effect of hUC-MSC on CLF, possibly by activating the Numb-PTBL-p53-HNF4α axis, promoting the hepatic differentiation of hUC-MSCs and subsequently enhancing liver regeneration.
4.Distribution characteristics of bacterial communities in central air-conditioning ventilation systems of a Grade 3A hospital in Shanghai based on 16S rRNA sequencing
Jun NI ; Haiyun ZHANG ; Jian CHEN ; Lijun ZHANG ; Yongping LIU ; Xiaojing LI ; Yiming ZHENG ; Liping ZHANG
Journal of Environmental and Occupational Medicine 2025;42(6):732-739
Background A diverse cohort of patients and susceptible individuals congregate in healthcare facilities, where exposure to pathogenic microorganisms associated with respiratory infectious diseases constitutes a significant risk factor for cross-infection. Central air-conditioning ventilation systems improve some indoor environment indicators while exacerbating the risk of transmission of respiratory infectious diseases. Objective To investigate the distribution characteristics of microbial communities in the central air-conditioning ventilation systems of hospitals, providing a scientific basis for the selection of microbial indicators in hygiene standards for hospital central air-conditioning ventilation systems and for hospital risk early warning systems. Methods In October 2023, two central air-conditioning ventilation systems were selected from a Grade 3A hospital in Shanghai: one was an all-air air-conditioning system serving the waiting area on the ground floor, and the other was a fan coil plus fresh air system serving the outpatient area on the third floor. Samples from four different components of the ventilation systems—air outlets, filters, surface coolers, and condensate trays—were collected for high-throughput sequencing of the 16S rRNA gene to analyze bacterial communities. Alpha-diversity and beta-diversity analyses were performed to investigate the microbial community composition and diversity characteristics of the hospital central air-conditioning ventilation systems. Functional analysis was conducted to determine the relative abundance of bacterial functions in these systems.Results A total of 528 operational taxonomic units (OTUs) were identified, encompassing 20 bacterial phyla, 37 classes, 79 orders, 123 families, and 240 genera. The analysis revealed that the bacterial community was predominantly composed of Proteobacteria, Gemmatimonadates, Bacteroidetes, and Actinobacteria. The diversity analysis indicated that bacterial community richness and diversity were highest in the condensate trays, while no statistically significant differences (P > 0.05) were observed in the bacterial community composition among the air outlets, filters, and surface coolers. The functional analysis showed that the bacterial communities in the central air-conditioning ventilation systems primarily exhibited chemoheterotrophic, oxidative energy-dependent heterotrophic, and ureolytic functional characteristics. Conclusion The dominance of Proteobacteria suggests that this phylum exhibits strong adaptability in the central air-conditioning ventilation systems, possibly related to its ability to survive and reproduce under varying environmental conditions. The diversity analysis indicates that the condensate tray is a critical area for bacterial proliferation in the central air-conditioning ventilation systems. The similarity in environmental conditions among the air outlets, filters, and surface coolers result in similar bacterial community structures. The functional analysis reveals that the bacterial communities possess robust energy conversion and metabolic capabilities, potentially contributing to processes such as organic matter decomposition and nitrogen cycling within the central air-conditioning ventilation systems.
5.Natural product mediated mesenchymal-epithelial remodeling by covalently binding ENO1 to degrade m6A modified β-catenin mRNA.
Tianyang CHEN ; Guangju LIU ; Sisi CHEN ; Fengyuan ZHANG ; Shuoqian MA ; Yongping BAI ; Quan ZHANG ; Yahui DING
Acta Pharmaceutica Sinica B 2025;15(1):467-483
The transition of cancer cells from epithelial state to mesenchymal state awarded hepatocellular carcinoma (HCC) stem cell properties and induced tumorigenicity, drug resistance, and high recurrence rate. Reversing the mesenchymal state to epithelial state by inducing mesenchymal-epithelial remodeling could inhibit the progression of HCC. Using high-throughput screening, chrysin was selected from natural products to reverse epithelial-mesenchymal transition (EMT) by selectively increasing CDH1 expression. The target identification suggested chrysin exerted its anti-HCC effect through covalently and specifically binding threonine 205 (Thr205) of alpha-enolase (ENO1). For the first time, we revealed that ENO1 bound β-catenin mRNA, and recruited YTHDF2 to identify the m6A modified β-catenin in the 3'-UTR region to degrade β-catenin mRNA. Eventually, the CDH1 gene expression was improved through the regulation of β-catenin mRNA. ENO1/β-catenin mRNA interaction might be a promising target for cellular plasticity reprogramming. Moreover, chrysin could mediate mesenchymal‒epithelial remodeling through increasing degradation of β-catenin mRNA by promoting the binding of ENO1 and β-catenin mRNA. To the best of our knowledge, chrysin is the first reported small molecule inducing β-catenin mRNA degradation through binding to ENO1. The water-soluble derivative of chrysin may be a natural product-derived lead compound for circumventing metastasis, recurrence, and drug resistance of HCC by mediating mesenchymal‒epithelial remodeling.
6.USP20 as a super-enhancer-regulated gene drives T-ALL progression via HIF1A deubiquitination.
Ling XU ; Zimu ZHANG ; Juanjuan YU ; Tongting JI ; Jia CHENG ; Xiaodong FEI ; Xinran CHU ; Yanfang TAO ; Yan XU ; Pengju YANG ; Wenyuan LIU ; Gen LI ; Yongping ZHANG ; Yan LI ; Fenli ZHANG ; Ying YANG ; Bi ZHOU ; Yumeng WU ; Zhongling WEI ; Yanling CHEN ; Jianwei WANG ; Di WU ; Xiaolu LI ; Yang YANG ; Guanghui QIAN ; Hongli YIN ; Shuiyan WU ; Shuqi ZHANG ; Dan LIU ; Jun-Jie FAN ; Lei SHI ; Xiaodong WANG ; Shaoyan HU ; Jun LU ; Jian PAN
Acta Pharmaceutica Sinica B 2025;15(9):4751-4771
T-cell acute lymphoblastic leukemia (T-ALL) is a highly aggressive hematologic malignancy with a poor prognosis, despite advancements in treatment. Many patients struggle with relapse or refractory disease. Investigating the role of the super-enhancer (SE) regulated gene ubiquitin-specific protease 20 (USP20) in T-ALL could enhance targeted therapies and improve clinical outcomes. Analysis of histone H3 lysine 27 acetylation (H3K27ac) chromatin immunoprecipitation sequencing (ChIP-seq) data from six T-ALL cell lines and seven pediatric samples identified USP20 as an SE-regulated driver gene. Utilizing the Cancer Cell Line Encyclopedia (CCLE) and BloodSpot databases, it was found that USP20 is specifically highly expressed in T-ALL. Knocking down USP20 with short hairpin RNA (shRNA) increased apoptosis and inhibited proliferation in T-ALL cells. In vivo studies showed that USP20 knockdown reduced tumor growth and improved survival. The USP20 inhibitor GSK2643943A demonstrated similar anti-tumor effects. Mass spectrometry, RNA-Seq, and immunoprecipitation revealed that USP20 interacted with hypoxia-inducible factor 1 subunit alpha (HIF1A) and stabilized it by deubiquitination. Cleavage under targets and tagmentation (CUT&Tag) results indicated that USP20 co-localized with HIF1A, jointly modulating target genes in T-ALL. This study identifies USP20 as a therapeutic target in T-ALL and suggests GSK2643943A as a potential treatment strategy.
7.A quinolinyl analog of resveratrol improves neuronal damage after ischemic stroke by promoting Parkin-mediated mitophagy.
Qingqi MENG ; Yan MI ; Libin XU ; Yeshu LIU ; Dong LIANG ; Yongping WANG ; Yan WANG ; Yueyang LIU ; Guoliang CHEN ; Yue HOU
Chinese Journal of Natural Medicines (English Ed.) 2025;23(2):214-224
Ischemic stroke (IS) is a prevalent neurological disorder often resulting in significant disability or mortality. Resveratrol, extracted from Polygonum cuspidatum Sieb. et Zucc. (commonly known as Japanese knotweed), has been recognized for its potent neuroprotective properties. However, the neuroprotective efficacy of its derivative, (E)-4-(3,5-dimethoxystyryl) quinoline (RV02), against ischemic stroke remains inadequately explored. This study aimed to evaluate the protective effects of RV02 on neuronal ischemia-reperfusion injury both in vitro and in vivo. The research utilized an animal model of middle cerebral artery occlusion/reperfusion and SH-SY5Y cells subjected to oxygen-glucose deprivation and reperfusion to simulate ischemic conditions. The findings demonstrate that RV02 attenuates neuronal mitochondrial damage and scavenges reactive oxygen species (ROS) through mitophagy activation. Furthermore, Parkin knockdown was found to abolish RV02's ability to activate mitophagy and neuroprotection in vitro. These results suggest that RV02 shows promise as a neuroprotective agent, with the activation of Parkin-mediated mitophagy potentially serving as the primary mechanism underlying its neuroprotective effects.
Animals
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Ubiquitin-Protein Ligases/genetics*
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Mitophagy/drug effects*
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Resveratrol/analogs & derivatives*
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Neuroprotective Agents/pharmacology*
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Humans
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Neurons/metabolism*
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Reactive Oxygen Species/metabolism*
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Ischemic Stroke/genetics*
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Male
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Quinolines/pharmacology*
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Mice
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Fallopia japonica/chemistry*
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Mitochondria/metabolism*
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Reperfusion Injury/metabolism*
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Rats
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Mice, Inbred C57BL
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Disease Models, Animal
8.Development, reliability, and validity of a treatment-related quality of life scale for Chinese patients with multiple myeloma
Chunyan SUN ; Zhen CAI ; Bing CHEN ; Lijuan CHEN ; Wenming CHEN ; Kaiyang DING ; Juan DU ; Rong FU ; Chengcheng FU ; Da GAO ; Guangxun GAO ; Yanjuan HE ; Jian HOU ; Ming JIANG ; Fei LI ; Jian LI ; Juan LI ; Zhenyu LI ; Aijun LIAO ; Jing LIU ; Jun LUO ; Jianmin LUO ; Yanping MA ; Jianqing MI ; Ting NIU ; Hongling PENG ; Yongping SONG ; Luqun WANG ; Rong ZHAN ; Xi ZHANG ; Yu HU
Chinese Journal of Hematology 2025;46(8):713-721
Objective:To develop a treatment-related quality of life scale for Chinese patients with multiple myeloma (MM) and to test its reliability and validity.Methods:The initial scale was constructed through a literature search, Delphi expert correspondence, and cognitive testing. This study conducted a preliminary survey of 379 patients with MM and a formal survey of 865 patients from the hematology departments of 155 hospitals nationwide from February 2024 to March 2024. The final scale was obtained after conducting item analysis and reliability and validity tests on the initial scale.Results:The constructed scale contains 36 items covering six domains: physiological, psychological, social, treatment side effects, general health, and others. In the preliminary survey, the Cronbach’s alpha coefficient of each item ranged from 0.597 to 0.939, and the test-retest reliability was 0.747 ( P<0.001). Exploratory factor analysis extracted eight common factors with a cumulative variance contribution of 60.058%. In the formal survey, the Cronbach’s alpha coefficient of each item ranged from 0.484 to 0.930, and the test-retest reliability was 0.835 ( P<0.001). Confirmatory factor analysis revealed a comparative fit index of 0.750, a root-mean-square error of approximation of 0.090, and a root-mean-square residual of 0.067. Conclusion:The treatment-related quality of life scale for Chinese patients with MM designed in this study exhibited good reliability and validity, reflecting the impact of treatment on the quality of life of patients. This scale can provide a reference to clinicians for assessing the disease status of patients.
9.Study on the mechanistic role of the Fuzheng Huayu formula against cholestatic liver fibrosis in mice
Zheng ZHANG ; Yue LIANG ; Enqi TANG ; Xiaoxi ZHOU ; Yonghong HU ; Gaofeng CHEN ; Wei LIU ; Yongping MU ; Ping LIU ; Jiamei CHEN
Chinese Journal of Hepatology 2025;33(9):889-897
Objective:To investigate the interventional effects of the Fuzheng Huayu (FZHY) formula and its partial mechanistic role on cholestatic liver fibrosis in mice.Methods:Mdr2 gene knockout (Mdr2-/ -) mice were randomly divided into a model group, FZHY group, and Obeticholic acid group. Wild-type C57BL/6J mice of the same age served as the control group. Mdr2-/ -mice were given the corresponding drugs starting from the first day of 9 weeks of age by oral gavage in each group. The control and model groups were administered 0.3% sodium carboxymethylcellulose by oral gavage and were sacrificed at 12 weeks of age for specimen collection. High-speed biochemistry analyzer was used to detect serum alkaline phosphatase and alanine aminotransferase activity in mice. Hematoxylin-eosin staining and Sirius red staining were used to observe pathological changes in liver tissues. Hydroxyproline content was measured to assess collagen in liver tissues. Immunohistochemical staining, Western blotting, and real-time fluorescence quantitative PCR were used to detect the expression of fibrosis markers Col-I and alpha-smooth muscle actin in liver tissues. The expressional condition of cholangiocyte response markers Epcam, CK7, CK19, as well as Pcna, Mki67, and Ccnd1, inflammatory related factors Ccl2, Ccl5, Tnf-α, Il10, and Cxcl4, phosphorylated peroxisome proliferator-activated receptor alpha (PPARα) and nuclear factor kappa-B (NF-κB) were determined. Comparative analysis among multiple groups was performed using one-way ANOVA. The LSD method was used for comparisons between groups. Two-tailed statistical tests were used.Results:Compared with wild-type mice, Mdr2 -/ - mice had a significant increase in serum alanine aminotransferase and alkaline phosphatase activity ( P<0.001). The percentage of Sirius red-positive staining areas and hydroxyproline content in liver tissues was significantly increased ( P<0.01). The expression of Col-I, α-smooth muscle actin, Epcam, CK7, CK19, Pcna, Mki67, and Ccnd1, and the expression of Ccl2, Ccl5, Tnf-α, Il10, and Cxcl4 were significantly increased ( P<0.01); however, both FZHY and Obeticholic acid significantly reversed the increases in these indicators ( P<0.05; P<0.01). Further results showed that compared to wild-type mice, the expression of PPARα was significantly reduced in liver tissues of Mdr2 -/ - mice, while NF-κB was significantly enhanced ( P<0.01). In contrast, compared to Mdr2-/- mice, the expression of PPARα in the liver tissues of FZHY group mice was significantly increased ( P<0.05), while NF-κB was significantly inhibited ( P<0.05). Conclusion:FZHY can significantly improve liver fibrosis, cholangiocyte response, and inflammation in Mdr2 -/ - mice with spontaneously occurring cholestatic liver fibrosis, and its mechanistic role is related to the regulation of the PPARα/NF-κB pathway.
10.Construction and evaluation of a nomogram model of progressive pulmonary fibrosis phenotype in interstitial lung disease associated with primary Sj?gren's syndrome
Chuanrong ZHANG ; Yongping CHEN
Chongqing Medicine 2025;54(3):659-667
Objective To identify risk factors of progressive pulmonary fibrosis(PPF)development in patients with primary Sj?gren's syndrome-associated interstitial lung disease(pSS-ILD),and to develop and validate a clinically applicable nomogram prediction model.Methods Enrolled 168 pSS-ILD patients from Three Gorges Hospital affiliated to Chongqing University from January 2019 to January 2023,randomly allo-cated into training(n=117)and internal validation(n=51)cohorts at 7∶3 ratio.The training cohort was stratified into the PPF group(n=38)and the non-PPF group(n=79)based on one-year radiographic pro-gression.An external validation cohort(n=24)was prospectively enrolled from February 2023 to April 2024.Multivariable analyses incorporated demographic characteristics,clinical manifestations,laboratory parame-ters,pulmonary function tests,and high-resolution CT(HRCT)imaging features.A nomogram was developed using independent predictors identified through logistic regression.Receiver operating characteristic(ROC)curve,area under curve(AUC),calibration curve,Hosmer-Lemeshow test and decision curve were used to e-valuate the prediction efficiency of the model.Results PPF developed in 31.0%(52/168)of patients within one year.Univariate and multivariate logistic regression analysis showed that age,25 hydroxyvitamin D level and high resolution CT fibrosis score were independent risk factors for PPF phenotype in pSS-ILD patients(P<0.05).Based on the above predictors,a column-line diagram was constructed.Internal verification showed that the column-line differentiation ability was good(AUC=0.88,95%CI:0.79-0.98),and exter-nal verification showed that the predicted probability of the calibration curve was close to the actual probabili-ty(HL test χ2=9.516,P=0.301),indicating that the model had good consistency.Conclusion Age,serum 25 hydroxyvitamin D level and high resolution CT fibrosis score are independent risk factors for PPF phenotype in pSS-ILD patients.The nomogram model constructed according to the above three predictors has good differentiation and consistency,and could provide a reference for the clinical prediction of PPF in pSS-ILD patients.

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