1.Effect of Huatan Qushi Huoxue prescription on macrophage efferocytosis mediated by a disintegrin and metalloproteinase 17 and triggering receptor expressed on myeloid cells 2 in rats with metabolic dysfunction-associated steatohepatitis
Lihui ZHANG ; Sutong LIU ; Qing ZHAO ; Shanzheng LI ; Minghao LIU ; Wenxia ZHAO
Journal of Clinical Hepatology 2026;42(2):345-355
ObjectiveTo investigate the therapeutic effect and mechanism of Huatan Qushi Huoxue prescription on rats with metabolic dysfunction-associated steatohepatitis (MASH). MethodsA total of 60 specific pathogen-free Sprague-Dawley rats were randomly divided into blank control group, model A group, model B group, Western medicine group (polyene phosphatidylcholine, 143.64 mg/kg), high-dose Chinese medicine group (Huatan Qushi Huoxue prescription, 20.16 g/kg), and middle-dose Chinese medicine group (Huatan Qushi Huoxue prescription, 10.08 g/kg). All rats except those in the blank control group were given high-fat diet. Samples were collected from the model A group at week 8, and since week 12, the other groups were given the corresponding drug once a day for 8 consecutive weeks, with samples collected at week 20. Body weight, liver wet weight, and liver index were measured for all rats; the microplate method was used to measure the serum levels of alanine aminotransferase (ALT), aspartate aminotransferase (AST), total cholesterol (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), and free fatty acids (FFA); ELISA was used to measure the serum levels of tumor necrosis factor-α (TNF-α), interleukin-1β (IL-1β), interleukin-6 (IL-6), and soluble triggering receptor expressed on myeloid cells 2 (sTREM2); HE staining and oil red O staining were performed to observe liver histopathological changes; immunofluorescence assay was used to measure CD68+TREM2+ cells in liver tissue and calculate the phagocytosis rate of macrophages; quantitative real-time PCR was used to measure the mRNA expression levels of sphingosine 1-phosphate (S1P), sphingosine 1-phosphate receptor 1 (S1PR1), a disintegrin and metalloproteinase 17 (ADAM17), and triggering receptor expressed on myeloid cells 2 (TREM2) in liver tissue, and immunohistochemistry was used to measure the protein expression levels of S1P, S1PR1, ADAM17, and TREM2 in liver tissue. A one-way analysis of variance was used for comparison of normally distributed continuous data with homogeneity of variance between groups, and the least significant difference t-test was used for further comparison between two groups; the Welch’s test was used for comparison of normally distributed continuous data with heterogeneity of variance between groups, and the Tamhane’s test was used for further comparison between two groups. The Kruskal-Wallis H test was used for comparison of non-normally distributed continuous data between groups, and the Dunn’s test was used for further comparison between two groups. ResultsCompared with the blank control group, the model A group and the model B group had significant increases in body weight and liver wet weight, and the model B group had a significant increase in liver index (all P<0.05). HE staining showed diffuse macrovesicular steatosis of liver tissue in the model A group and a large number of hepatocytes with ballooning degeneration in liver tissue in the model group B, with the presence of mixed inflammatory cell infiltration and mild perisinusoidal fibrosis in the lobules and the portal area. Compared with the blank control group, the model A group and the model B group had significant increases in NAS score and oil red O-positive area (all P<0.05), and the model B group had significant increases in these two indicators than the model A group (both P<0.05). Compared with the blank control group, the model A group and the model B group had significant increases in the serum levels of TC, TG, LDL-C, FFA, IL-1β, IL-6, and sTREM2 and a significant reduction in the serum level of HDL-C, and the model B group had significant increases in the serum levels of ALT, AST, and TNF-α (all P<0.05); compared with the model A group, the model B group had significant increases in the serum levels of ALT, AST, TC, TG, FFA, TNF-α, IL-1β, IL-6, and sTREM2 and a significant reduction in the serum level of HDL-C (all P<0.05). Immunofluorescence assay showed that compared with the blank control group, the model A group had a significant increase in the phagocytosis rate of macrophages (P<0.05), while the model B group had a significantly lower phagocytosis rate of macrophages than the model A group (P<0.05). Quantitative real-time PCR showed that compared with the blank control group, the model A group and the model B group had a significant increase in the mRNA expression level of TREM2, and the model B group had significant increases in the mRNA expression levels of S1P and S1PR1 (both P<0.05); moreover, compared with the model A group, the model B group had significant increases in the mRNA expression levels of S1PR1 and TREM2 (both P<0.05). Immunohistochemistry showed that compared with the blank control group, the model A group and the model B group had significant increases in the protein expression levels of S1P, S1PR1, and ADAM17, and the model A group had a significant increase in the protein expression level of TREM2 (all P<0.05); compared with the model A group, the model B group had significant increases in the protein expression levels of S1P, S1PR1, and ADAM17 and a significant reduction in the protein expression level of TREM2 (all P<0.05). Compared with the model B group, each medication group had significant reductions in body weight, liver wet weight, and liver index (all P<0.05); each medication group had significant improvements in hepatic steatosis and inflammatory damage, with significant reductions in NAS score and oil red O-positive area (all P<0.05); each medication group had significant reductions in the serum levels of ALT, AST, TC, TG, FFA, IL-1β, and IL-6 (all P<0.05) and a significant increase in the serum level of HDL-C (P<0.05), and the high-dose Chinese medicine group had a significant reduction in the serum level of TNF-α (P<0.05); each medication group had a significant increase in the phagocytosis rate of macrophages (all P<0.05); the high- and middle-dose Chinese medicine groups had a significant reduction in the protein expression level of ADAM17, and the high-dose Chinese medicine group had a significant increase in the protein expression level of TREM2 (all P<0.05). ConclusionHuatan Qushi Huoxue prescription improves lipid metabolism and inflammation in the liver of MASH rats by regulating hepatic macrophage phagocytosis.
2.Study on the mechanism of Huatan qushi huoxue formula in improving metabolic dysfunction-associated steatohepatitis by inhibiting macrophage pyroptosis
Yajie GUAN ; Qizhen ZHANG ; Junjiao XU ; Yijia SONG ; Dongfang SHANG ; Wenxia ZHAO ; Minghao LIU
China Pharmacy 2026;37(7):864-869
OBJECTIVE To focus on the classic NOD-like receptor protein 3 (NLRP3)/Caspase-1/gasdermin D (GSDMD) pyroptosis pathway and explore the mechanism by which Huatan qushi huoxue formula (HQHF) inhibits macrophage pyroptosis to ameliorate metabolic dysfunction-associated steatohepatitis (MASH). METHODS RAW264.7 cells were divided into 5 groups: Control group (10% blank serum), Model group [10% blank serum+5 μg/mL lipopolysaccharide (LPS)], HQHF-L group (2.5% drug-containing serum+7.5% blank serum+5 μg/mL LPS), HQHF-M group (5% drug-containing serum+5% blank serum+5 μg/mL LPS), and HQHF-H group (10% drug-containing serum+5 μg/mL LPS). After 24 h of routine culture post-administration, cells and supernatants were collected for assays. Cell morphology was observed via scanning electron microscopy and phase-contrast microscopy; localization and expression of gasdermin D-N (GSDMD-N) were observed by immunofluorescence. Interleukin-1β (IL-1β) and IL-18 contents in supernatants were detected by ELISA; mRNA and protein expressions of NLRP3, Caspase-1, and GSDMD were measured using real-time PCR and Western blot. RESULTS Compared with the Control group, the Model group showed typical pyroptotic morphology (cell membrane bulging and pore formation), increased aggregation and fluorescence intensity of GSDMD-N on the cell membrane ( P <0.05), significantly increased the contents of IL-1β and IL-18 in cell supernatants ( P <0.05), and significantly up-regulated mRNA and protein expressions of NLRP3, Caspase-1, and GSDMD in cells ( P <0.05). Compared with the Model group, the HQHF-L, HQHF-M and HQHF-H groups showed improved pyroptotic morphology, reduced membrane localization and significantly weakened fluorescence intensity of GSDMD-N ( P <0.05), significantly decreased the contents of IL-1β and IL-18 in cell supernatants ( P <0.05), and significantly down-regulated mRNA and protein expressions of NLRP3, Caspase-1, and GSDMD in cells ( P <0.05). CONCLUSIONS HQHF inhibits LPS-induced macrophage pyroptosis, and its mechanism of improving MASH may be associated with the suppression of the activation of the classical NLRP3/Caspase-1/GSDMD pyroptosis pathway.
3.Mechanism of Weiliuan Mixture in Regulating Ferroptosis and Inhibiting Progression of Gastric Cancer Based on Transcriptome
Jingxiao LI ; Shenlin LIU ; Xi ZOU ; Minghao QI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(6):125-135
ObjectiveTo observe the inhibitory effect of the Weiliuan mixture (WLAHJ) on the subcutaneous xenograft tumor of MKN-74 gastric cancer cells, and explore the potential anti-gastric cancer mechanism of WLAHJ by using transcriptomic sequencing technology to reveal related genes and pathways. Methods30 Balb/c nude mice were randomly divided into model, low-, medium-, and high-dose(15,30,45 g·kg-1) WLAHJ and 5-FU (0.025 g·kg-1) groups to build a subcutaneous xenograft tumor model with MKN-74 human gastric cancer cells. After modeling,each group was continuously treated with the corresponding drugs for 28 days. During the treatment period, the body weight and tumor size of the mice were observed and recorded every 2 days. At the end of the treatment, the mice were sacrificed, and required samples were collected to calculate the tumor inhibition rate of WLAHJ on the subcutaneous xenograft tumor. High-throughput transcriptomic sequencing (RNA-seq) technology was used to analyze the differentially expressed genes in the subcutaneous tumor tissues of the model group and the medium-dose WLAHJ group, thus exploring the potential mechanism of WLAHJ in gastric cancer intervention. Immunofluorescence experiments were conducted to detect the protein expression levels of glutathione peroxidase 4 (GPX4), solute carrier family 7 member 11 (SLC7A11), transferrin receptor protein-1 (TFR-1), and acyl-CoA synthetase long-chain family member 4 (ACSL4) in subcutaneous xenograft tumors of each group. Cell counting kit-8(CCK-8) and colony formation assays were used to detect the viability and anti-proliferative ability of human gastric cancer AGS and MKN-74 cells at different concentrations of WLAHJ. Kits were used to detect the levels of Fe2+, reactive oxygen species (ROS), malondialdehyde (MDA), and superoxide dismutase (SOD) activity in cells. Western blot was used to detect the expression levels of GPX4, SLC7A11, TRF-1, ACSL4, spermidine/spermine N1-acetyltransferase 1 (SAT1), arachidonic acid 15-lipoxygenase (ALOX15), and key proteins in the phosphatidylinositol 3-kinase (PI3K)/protein kinase B (Akt)/mammalian target of rapamycin (mTOR) signaling pathway. ResultsThe mechanism of WLAHJ in gastric cancer intervention may be related to ferroptosis and the PI3K/Akt /mTOR signaling pathway. The growth of subcutaneous xenograft tumors in nude mice of the WLAHJ and 5-FU groups(P<0.05,P<0.01), GPX4, and SLC7A11 dropped significantly(P<0.01), while TFR-1, ACSL4, SAT1, and ALOX15(P<0.05,P<0.01)increased significantly compared with those in the model group. The levels of ROS, Fe2+, and MDA increased in the WLAHJ and 5-FU groups and the proliferation of gastric cancer cells, SOD activity, the ratios of phosphorybation (p)-mTOR/mTOR, p-PI3K/PI3K, and p-Akt/Akt protein expressions(P<0.05,P<0.01)decreased compared with those in the blank group. ConclusionThe mechanism of WLAHJ in treating gastric cancer may be related to the regulation of the PI3K/ Akt /mTOR signaling pathway to intervene in ferroptosis.
4.Construction of PD-L1hitol-DC derived from bone marrow of DA rats and identification of its immunological function
Zhiqi YANG ; Peibo HOU ; Lang WU ; Jing LIU ; Yang DING ; Minghao LI
Organ Transplantation 2025;16(1):83-90
Objective To construct programmed cell death protein-ligand 1(PD-LI)hi tolerogenic dendritic cell (tol-DC) derived from bone marrow of DA rats and identify its immunological function. Methods DA rat bone marrow cells were extracted, combined with recombinant mouse granulocyte macrophage colony-stimulating factor and recombinant mouse interleukin (IL)-4, and cultured for 6 days in vitro to induce the differentiation of bone marrow cells into immature dendritic cells (imDC). Lipopolysaccharide was used to stimulate cell maturation and cultured for 2 days to collect mature dendritic cells (mDC). PD-L1 lentiviral vector virus stock solution or equivalent dose lentiviral stock solution was added, and PD-L1hitol-DC and Lv-imDC were collected after culture for 2 days. The morphology of PD-L1hitol-DC was observed by inverted phase contrast microscope and transmission electron microscope. Real-time fluorescence quantitative reverse transcription polymerase chain reaction, Western blotting and flow cytometry were used to detect the expression level of specific markers on cell surface. CD8+T cells derived from Lewis rat spleen were co-cultured with imDC, mDC, Lv-imDC and PD-L1hitol-DC, respectively. The levels of inflammatory factors in the supernatant of each group were detected by enzyme-linked immunosorbent assay. The apoptosis of T cells and the differentiation of regulatory T cells (Treg) in each group were analyzed by flow cytometry. Results The morphology of PD-L1hitol-DC modified by PD-L1 gene was consistent with tol-DC characteristics, and the expression levels of CD80, CD86 and major histocompatibility complex (MHC) on the surface were low. After mixed culture with CD8+ T cells, the levels of IL-10 and transforming growth factor (TGF) -β1 in the supernatant of PD-L1hitol-DC group were higher, the levels of tumor necrosis factor (TNF) -α and IL-17A were lower, and the apoptosis of T cells and Treg differentiation were increased. Conclusions Overexpression of PD-L1 through lentiviral vectors may successfully induce the construction of bone-marrow derived PD-L1hitol-DC in DA rats, promote the secretion of anti-inflammatory factors and T cell apoptosis, induce the differentiation of Treg, and inhibit the immune response of allogeneic CD8+T cells, which provides experimental basis for the next organ transplantation immune tolerance study.
5.Principles of managing wards for patients with internal radionuclide contamination
Fan BAI ; Chao YANG ; Lei ZHU ; Minghao LIU ; Danjie LIU ; Xiaoxin LIU ; Shanshan GUO ; Jianan WANG
Chinese Journal of Radiological Health 2025;34(3):444-449
Based on current national policies, regulations, standards, relevant literature, and departmental experience regarding the protection against radionuclides in China, this study provides a brief overview of key issues in the management of hospital wards for patients with internal radionuclide contamination. The discussion covers the detection of internal contamination, general requirements for internal radionuclide contamination wards, and inpatient management. In addition, the study explores in depth the daily responsibilities, protective measures, and management protocols for both healthcare staff and patients within such wards. This article summarizes a framework for the construction of internal radionuclide contamination wards, along with specific plans and detailed role-based guidelines. These results provide a reference for the management of hospital wards for patients with internal radionuclide contamination.
6.Association between serum creatinine/cystatin C ratio and nonalcoholic fatty liver disease in adults
Qizhen ZHANG ; Sutong LIU ; Lihui ZHANG ; Yajie GUAN ; Junjiao XU ; Wenxia ZHAO ; Minghao LIU
Journal of Clinical Hepatology 2025;41(6):1083-1089
ObjectiveTo investigate the association between serum creatinine/cystatin C ratio (CCR) and nonalcoholic fatty liver disease (NAFLD) based on the NHANES database, and to evaluate the potential significance of CCR as an indicator reflecting the metabolic status of the body. MethodsBased on the data from the NHANES database in 1999 — 2004, a total of 4 217 participants were enrolled and divided into NAFLD group with 1 726 participants and non-NAFLD group with 2 491 participants. CCR was compared between the two groups, and the association between CCR and NAFLD was analyzed. The Wilcoxon rank-sum test was used for comparison of continuous data between two groups, and the chi-square test was used for comparison of categorical data between two groups. The multivariate logistic regression model was used to investigate the association between CCR and NAFLD; CCR was divided into 4 groups based on quartiles, and odds ratio (OR) and 95% confidence interval (CI) in the regression model was calculated with the first quartile as reference. In addition, the restricted cubic spline analysis was used to investigate whether there was a non-linear relationship between CCR and NAFLD, and interaction items were introduced into the Logistic regression model to perform an interaction analysis. Subgroup analyses were performed based on the stratification of variables to investigate the difference in the association between CCR and NAFLD in different populations. ResultsThe non-NAFLD group had a significantly higher CCR than the NAFLD group (Z=-4.76,P<0.01). The Logistic regression analysis showed that in model 1 without adjustment of variables, CCR was negatively associated with NAFLD (OR=0.993,95%CI:0.989 — 0.996,P<0.01), and in model 3 with adjustment of all variables, CCR was still negatively associated with NAFLD (OR=0.986,95%CI:0.981 — 0.991,P<0.01). The analysis of CCR based on quartiles showed a significant association between the increase in CCR and the reduction in the risk of NAFLD. In model 3, compared with the individuals with the lowest quartile of CCR, the individuals with the highest quartile of CCR had a significantly lower risk of NAFLD (OR=0.426,95%CI:0.316 — 0.574,P<0.01). Further interaction and subgroup analyses showed that the interaction between CCR and age/sex had a statistical significance (Pinteraction<0.01 and Pinteraction=0.04). The subgroup analysis based on age showed a more significant association between CCR and NAFLD in the middle-aged population (≤60 years) (OR=0.982,95%CI:0.976 — 0.987), and the subgroup analysis based on sex showed a stronger association between CCR and NAFLD in women (OR=0.979,95%CI:0.972 — 0.986). ConclusionThis study shows a significant negative association between CCR and NAFLD, and such association is more significant in middle-aged individuals and women.
7.Role and clinical application prospect of epigenetics in lean nonalcoholic fatty liver disease
Junjiao XU ; Sutong LIU ; Qizhen ZHANG ; Yajie GUAN ; Beilei CUI ; Wenjing WU ; Minghao LIU
Journal of Clinical Hepatology 2025;41(6):1161-1166
Epigenetic mechanisms play a crucial role in the development and progression of nonalcoholic fatty liver disease (NAFLD), especially among lean individuals. The research on related epigenetic mechanisms has provided new clues and directions for revealing the underlying causes and treatment strategies of NAFLD. This article introduces the role of epigenetics in the development and progression of NAFLD among lean individuals in recent years, analyzes the latest research advances in the epigenetics of NAFLD in this population, and briefly describes the basic concepts of epigenetics, including DNA methylation, histone modifications, and non-coding RNA regulation. This article also discusses how epigenetic alterations impact the pathogenesis, disease progression, and treatment strategies of NAFLD in lean individuals.
8.A method for determining spatial resolution of phantom based on automatic contour delineation.
Ying LIU ; Minghao SUN ; Haowei ZHANG ; Haikuan LIU
Journal of Biomedical Engineering 2025;42(2):263-271
In this study, we propose an automatic contour outlining method to measure the spatial resolution of homemade automatic tube current modulation (ATCM) phantom by outlining the edge contour of the phantom image, selecting the region of interest (ROI), and measuring the spatial resolution characteristics of computer tomography (CT) phantom image. Specifically, the method obtains a binarized image of the phantom outlined by an automated fast region convolutional neural network (AFRCNN) model, measures the edge spread function (ESF) of the CT phantom with different tube currents and layer thicknesses, and differentiates the ESF to obtain the line spread function (LSF). Finally, the values passing through the zeros are normalized by the Fourier transform to obtain the CT spatial resolution index (RI) for the automatic measurement of the modulation transfer function (MTF). In this study, this algorithm is compared with the algorithm that uses polymethylmethacrylate (PMMA) to measure the MTF of the phantom edges to verify the feasibility of this method, and the results show that the AFRCNN model not only improves the efficiency and accuracy of the phantom contour outlining, but also is able to obtain a more accurate spatial resolution value through automated segmentation. In summary, the algorithm proposed in this study is accurate in spatial resolution measurement of phantom images and has the potential to be widely used in real clinical CT images.
Phantoms, Imaging
;
Tomography, X-Ray Computed/instrumentation*
;
Algorithms
;
Neural Networks, Computer
;
Image Processing, Computer-Assisted/methods*
;
Humans
;
Polymethyl Methacrylate
9.Innovation and development of stent retrievers in acute ischemic stroke.
Nan ZHANG ; Hongye XU ; Hongjian ZHANG ; Hongyu MA ; Weilong HUA ; Minghao SONG ; Yongxin ZHANG ; Jianmin LIU ; Lei ZHANG ; Xiaoxi ZHANG ; Pengfei YANG
Frontiers of Medicine 2025;19(5):789-806
Acute ischemic stroke (AIS) is a cerebrovascular disease characterized by high morbidity, disability, and mortality, posing a significant threat to human health. Endovascular treatment has now been established as a key method for AIS management, in which stent retrievers that can mechanically remove blood clots play a key role in this technique. In recent years, stent retrievers have evolved in complexity and functionality to improve the ability of clot removing and surgical safety. However, the present instruments still have limitations on treatment efficiency, vascular adaptability, and operational precision, posing an urgent need for innovation in the design of stent retrievers. This paper systematically reviewed the structural features and working principles of AIS stent retrievers from the perspective of efficacy evaluation metrics, historical development, recent advancements in stent retrieval technology, and future prospects.
Humans
;
Ischemic Stroke/surgery*
;
Stents
;
Endovascular Procedures/methods*
;
Thrombectomy/methods*
;
Device Removal/methods*
10.Value of body roundness index in predicting the risk of metabolic dysfunction-associated fatty liver disease
Qizhen ZHANG ; Sutong LIU ; Lihui ZHANG ; Minghao LIU
Journal of Clinical Hepatology 2025;41(10):2054-2061
ObjectiveTo investigate the association between body roundness index (BRI) and the risk of metabolic dysfunction-associated fatty liver disease (MAFLD) based on the National Health and Nutrition Examination Survey (NHANES) database, as well as the clinical value of BRI as a noninvasive tool for risk prediction. MethodsBased on the NHANES data in 2015—2020, the 4 573 individuals were divided into MAFLD group with 2 508 individuals and non-MAFLD group with 2 065 individuals, and BRI was calculated for each individual. In order to ensure data quality and reduce the impact of abnormal values on analytical results, the boxplot method was used to remove abnormal levels of BRI and improve the robustness of data. The Wilcoxon rank-sum test was used for comparison of continuous data between two groups, and the chi-square test was used for comparison of categorical data between two groups. The multivariate Logistic regression model was established to investigate the association between BRI and MAFLD. BRI was divided into four groups based on quantiles, and with the first quantile (Q1) as reference, odds ratio (OR) and 95% confidence interval (CI) were calculated for the other three models. Restricted cubic spline was used to investigate the dose-effect relationship between BRI and MAFLD. The receiver operating characteristic (ROC) curve was plotted and the area under the ROC curve (AUC) was calculated to assess the efficacy of BRI in the diagnosis of MAFLD. The decision curve analysis was used to investigate the potential clinical value of the model in clinical practice. The interaction analysis and the subgroup analysis were performed to investigate the difference in the association between BRI and MAFLD between different populations. The Lasso regression analysis was conducted for the screening and analysis of characteristic variables. ResultsCompared with the non-MAFLD group, the MAFLD group had a significantly higher BRI (Z=36.29, P<0.001). After adjustment for the variables including age, sex, ethnicity, educational level, the proportion of individuals with poor income, marital status, smoking, hypertension, diabetes, alanine aminotransferase, aspartate aminotransferase, gamma-glutamyl transpeptidase, and high-density lipoprotein cholesterol, the fully adjusted Logistic regression model showed that BRI was significantly positively associated with the risk of MAFLD (OR=2.53, 95%CI: 2.28 — 2.80, P<0.001). In addition, the highest BRI quartile (Q4) group had a significantly higher risk of MAFLD than the lowest quartile (Q1) group (OR=83.45, 95%CI: 51.87 — 134.26, P<0.001). The restricted cubic spline analysis further confirmed the significant nonlinear association between BRI and MAFLD (P for nonlinear<0.001). The interaction analysis and the subgroup analysis showed that the interaction between hypertension and BRI had statistical significance (P for interaction=0.003), and compared with the individuals without hypertension, the individuals with hypertension had a stronger association between BRI and MAFLD (OR=1.60, 95%CI: 1.23 — 2.08, P<0.001). The ROC curve analysis showed that the fully adjusted model based on BRI had a strong discriminatory ability in differentiating MAFLD from non-MAFLD, with an AUC of 0.887 (95%CI: 0.877 — 0.896). The decision curve analysis showed that the fully adjusted model had good net benefits within the risk threshold of 0.10 — 0.75, which was commonly used in clinical practice. The model based on the key variables identified by the Lasso regression analysis had an AUC of 0.882 (95%CI: 0.872 — 0.892), which confirmed the robustness of the prediction results. ConclusionThere is a significant positive correlation between BRI and the risk of MAFLD, with a stronger association observed in the hypertensive population. As a body index reflecting abdominal obesity and visceral fat accumulation, BRI shows promising application prospects in the risk assessment of MAFLD.

Result Analysis
Print
Save
E-mail