1.Genetic characteristics of influenza A H3N2 virusin Ma'anshan City in 2022 - 2024
Rong WANG ; Zikun YANG ; Zhibin SHEN ; Chen YANG ; Xiaofang ZHU ; Liangliang JIANG ; Ying HONG
Journal of Public Health and Preventive Medicine 2026;37(3):34-38
Objective To analyze the genetic characteristics and variations of influenza A (H3N2) viruses in Ma'anshan from 2022 to 2024, and to provide a scientific basis for local influenza prevention and control. Methods From April 2022 to March 2024, influenza-like illness (ILI) specimens were collected from three national influenza surveillance sentinel hospitals in Ma’anshan. Samples positive for influenza by real-time PCR were subjected to virus culture and identification. A total of 40 representative A/H3N2 strains with hemagglutination titers ≥8 were selected for whole-genome sequencing. Genetic evolution, homology, amino acid variations, and glycosylation sites were analyzed. Results All H3N2 representative strains from the 2022–2023 influenza season belonged to clade 3C.2a1b.2a.1a.1, while those from the 2023–2024 season fell into clade 3C.2a1b.2a.2a.3a.1. The nucleotide and amino acid sequence similarities of HA and NA between the 40 representative strains and the vaccine strain A/Darwin/6/2021 were all above 97.35%. Compared with the vaccine strain, amino acid mutations were identified in antigenic sites A, B, C, and E, as well as in receptor-binding sites of the HA protein. An I222V substitution was detected in the NA protein. The HA protein contained four additional glycosylation sites compared to the vaccine strain, while the glycosylation pattern of the NA protein remained consistent. Conclusion No antigenic drift was observed in the influenza A/H3N2 viruses in Ma'anshan City from 2022 to 2024, but genetic changes such as branching variations, key amino acid substitutions, and an increase in HA glycosylation sites were observed. These findings underscore the importance of sustained molecular surveillance of local influenza viruses.
2.Assessment of ochratoxin A exposure in the diets of pregnant women in Shanghai
Kailin LI ; Renjie QI ; Hua CAI ; Xia SONG ; Jingjin YANG ; Danping QIU ; Zhenni ZHU ; Yi HE ; Baozhang LUO ; Hong LIU
Shanghai Journal of Preventive Medicine 2026;38(3):181-186
ObjectiveTo investigate the contamination status of ochratoxin A (OTA) in commercially available food products in Shanghai, and to assess OTA exposure levels and the associated non-carcinogenic and carcinogenic risks among pregnant women by integrating dietary consumption data of this population. MethodsThe levels of OTA contamination in 1 520 food samples collected in Shanghai from 2022 to 2023 were determined using liquid chromatography-tandem mass spectrometry. An exposure assessment model was developed based on the dietary consumption levels of pregnant women from the 2016‒2017 Shanghai Pregnant Women Dietary Monitoring Survey to calculate the estimated daily intake (EDI) of OTA, the margin of exposure for non-carcinogenic toxicity (MOE1), and the margin of exposure for carcinogenic toxicity (MOE2). An MOE1 greater than 200 and an MOE2 greater than 10 000 indicate that the non-carcinogenic toxicity and carcinogenic toxicity resulting from exposure are negligible, respectively. For samples with OTA contamination levels below the limit of detection (LOD), which accounted for more than 80% of the samples, the OTA levels were assigned values of 0 and LOD, respectively, for subsequent calculations. ResultsThe detection rates of OTA in cereals, nuts, dried fruits, and alcohol samples collected in 2022 were 2.03%, 0, 0, and 0, respectively. The OTA detection rates in cereals, nuts, dried fruits, beans, and alcohol samples collected in 2023 were 2.50%, 0.39%, 2.47%, 1.67%, and 13.33%, respectively. For pregnant women in Shanghai in 2022, simulation results indicated that when assigning a value of 0 and the LOD, theP50 values of EDI for dietary OTA exposure were 0.05 and 0.72 ng·(kg·d)-1, respectively, and the P95 values of EDI for dietary OTA exposure were 0.25 and 2.40 ng·(kg·d)-1, respectively. For pregnant women in Shanghai in 2023, the P50 values of EDI for dietary OTA exposure were 0.04 and 1.00 ng·(kg·d)-1, respectively, and the P95 values of EDI for dietary OTA exposure were 0.23 and 2.67 ng·(kg·d)-1, respectively, both substantially below the tolerable daily intake (TDI) for OTA [17 ng·(kg·d)-1]. The EDI for dietary OTA exposure in 100.0% of Shanghai pregnant women was lower than the TDI, indicating an overall low level of dietary OTA exposure among this population. For 100.0% of pregnant women, the MOE₁ for dietary OTA exposure exceeded 200. When assigned a value of 0, the MOE₂ for 100.0% of pregnant women in both 2022 and 2023 exceeded10 000. When assigned the LOD value, 72.3% and 81.8% of pregnant women in 2022 and 2023, respectively, had an MOE₂ exceeding 10 000. ConclusionFrom 2022 to 2023, samples of cereals, nuts, dried fruits, beans, and alcohol sold in Shanghai exhibited varying degrees of OTA contamination. The overall EDI of OTA exposure among pregnant women in Shanghai remained at a low level. The non-carcinogenic and carcinogenic risks associated with OTA exposure were generally low and at controllable levels.
3.Mechanism of action of remifentanil in alleviating lung ischemia-reperfusion injury in rats by modulating HIF-1α/NLRP3 pathway to inhibit cell pyroptosis
Lifang ZHAO ; Jiangong YANG ; Mingyong LI ; Kun SHAO ; Changli SHEN ; Jiajie LI ; Hong ZHU ; Liangchao QU
Acta Universitatis Medicinalis Anhui 2026;61(3):395-401
ObjectiveTo investigate the mechanism of action of remifentanil (RMZL) in alleviating lung ischemia-reperfusion injury (LIRI) in rats by inhibiting pyroptosis through modulating hypoxia inducible factor-1α (HIF-1α)/NOD-like receptor thermal protein domain associated protein 3 (NLRP3) pathway. MethodsRats were stochastically assigned into Control group, LIRI group, RMZL low-dose group, RMZL medium-dose group, RMZL high-dose group, and RMZL high-dose+HIF-1α activator dimethyloxallyl glycine (DMOG) group, with 18 rats in each group. Rats in Control group only had their left pulmonary hilum free and did not undergo ischemia-reperfusion treatment. Except for the Control group, LIRI models were constructed in all other groups. Rats in LIRI group were intraperitoneally injected with an equal amount of physiological saline 15 minutes before constructing LIRI model; rats in Control group were intraperitoneally injected with an equal amount of physiological saline 15 minutes before freeing left pulmonary hilum; rats in other groups were intraperitoneally injected with corresponding dose of drug 15 minutes before constructing LIRI model. The wet/dry weight ratio of lungs was calculated. HE staining was used to study lung tissue pathology. Immunofluorescence staining was used to detect the relative fluorescence intensity of gasdermin D (GSDMD) and NLRP3 double positive cells in lung tissue. ELISA was used to detect interleukin-1β and IL-18 in lung tissue. Western blot was used to detect HIF-1α, NLRP3, cysteine-aspartic protease-1 (Cleaved caspase-1), and gasdermin D-N (GSDMD-N) proteins in lung tissue. ResultsCompared to the Control group, the LIRI group showed disordered alveolar structure, thickened alveolar septa, and abundant inflammatory cell infiltration in rats. The lung wet/dry weight ratio, relative fluorescence intensity of GSDMD and NLRP3 double positive cells in lung tissue, IL-1β, IL-18 levels, and HIF-1α, NLRP3, Cleaved caspase-1, and GSDMD-N proteins increased (P0.05). For the LIRI group, rats in the RMZL low, medium, and high-dose groups displayed attenuated alveolar septal thickening and reduced inflammatory cell infiltration. The lung wet/dry weight ratio, relative fluorescence intensity of GSDMD and NLRP3 double positive cells in lung tissue, IL-1β, IL-18 levels, and HIF-1α, NLRP3, Cleaved caspase-1, and GSDMD-N proteins declined, and the RMZL high-dose group showed the most prominent trend (P0.05). Compared with the RMZL high-dose group, rats in the RMZL high-dose+DMOG group exhibited thickened alveolar septa and more inflammatory cell infiltration, along with increased lung wet/dry weight ratio, relative fluorescence intensity of GSDMD and NLRP3 double positive cells in lung tissue, levels of IL-1β and IL-18, and protein expression of HIF-1α, NLRP3, Cleaved caspase-1, and GSDMD-N (P0.05). ConclusionRMZL may inhibit pyroptosis in LIRI rats by suppressing HIF-1α/NLRP3 pathway.
4.Current Status of Traditional Chinese Medicine Diagnosis and Treatment of Inflammatory Bowel Disease and the Research on Mechanism
Junxiang LI ; Hong SHEN ; Tangyou MAO ; Lei ZHU ; Jiaqi ZHANG ; Zhibin WANG ; Xudong TANG
Journal of Traditional Chinese Medicine 2026;67(1):103-110
In recent years, traditional Chinese medicine (TCM) has achieved significant progress in the treatment of inflammatory bowel disease (IBD). A comprehensive literature search was conducted covering the period from January 1, 2010, to December 30, 2024, across Chinese databases including China National Knowledge Infrastructure (CNKI), Wanfang Data, VIP China Science and Technology Journal Database, and the Chinese Biomedical Literature Service System, as well as international databases such as PubMed, Web of Science, and Embase. The clinical applications and mechanistic studies of TCM in IBD were systematically reviewed. The current status of TCM research on the etiology and pathogenesis of IBD, innovative clinical practices, and multimodal therapeutic approaches, including Chinese herbal formulas, single herbs or active compounds, acupuncture, herbal retention enema, and acupoint application, were summarized, together with their synergistic effects when combined with western medical treatments. The development and application of Chinese patent medicines for IBD are undergoing a profound transition from efficacy validation to mechanistic exploration. Mechanistic studies on the effects of TCM in IBD mainly focus on regulating gut microbiota homeostasis, repairing the intestinal mucosal barrier, and modulating intestinal immune balance. Furthermore, future research directions for TCM-based IBD management are proposed, including the establishment of TCM diagnostic and treatment models, expanding integrated applications of external and internal TCM therapies, innovating personalized treatment strategies, and advancing drug development. These efforts aim to provide insights for the standardized and precision-oriented development of TCM in the diagnosis and treatment of IBD.
5.Evaluation of the anticoagulant effect of nafamostat mesylate in continuous veno-venous hemofiltration with different dilution methods for uremic patients
Li SHEN ; Yao ZHANG ; Jun WANG ; Hong ZHU ; Yong QIN ; Yuewu TANG ; Ni DU
China Pharmacy 2026;37(3):350-355
OBJECTIVE To evaluate the anticoagulant efficacy and safety of nafamostat mesylate (NM) in the treatment of uremic patients at high risk of bleeding undergoing continuous veno-venous hemofiltration (CVVH) with different methods (pre- dilution and post-dilution). METHODS A total of 130 uremic patients at high risk of bleeding who underwent CVVH treatment in the nephrology department of Chongqing University Three Gorges Hospital from July 2023 to September 2024 were selected. They were divided into pre-dilution group and post-dilution group according to the random number table method, with 65 cases in each group. Both groups of patients received CVVH treatment under NM anticoagulation. The pre-dilution group adopted the pre-dilution replacement method, while the post-dilution group adopted the post-dilution replacement method. The coagulation, pressure, and usage duration of the filter and dialysis circuit venous reservoirs were compared between the two groups. The changes in prothrombin time (PT), prothrombin time-international normalized ratio (PT-INR), activated partial thromboplastin time (APTT), and fibrinogen (FIB) in the peripheral venous blood before the heparin pump and after the filter at 1, 4 and 7 h of CVVH treatment, as well as 20 min after the end of treatment, were compared between the two groups. The single-compartment urea clearance rate (spKt/V), β2-microglobulin (β2-MG) clearance rate and the incidence of adverse reactions were duni2007@foxmail.com compared between the two groups. RESULTS Both the pre-dilution and post-dilution groups had 60 patients who completed the study. The incidence of grade Ⅱ-Ⅲ coagulation of the filter and venous reservoirs, as well as the number of patients with transmembrane and venous pressure alarm intervention in the post- dilution group were significantly higher or more than those in the pre-dilution group (P<0.05), while usage time of the filter and the pipeline in the post-dilution group was significantly shorter than that in the pre-dilution group (P<0.05). The APTT values before the heparin pump as well as PT and APTT values after the filter at 1 h, 4 h, and 7 h of CVVH treatment in the post-dilution group were significantly higher than those in the pre-dilution group (P<0.001). There were no significant differences in PT, PT- INR, APTT and FIB between the two groups of patients 20 min after the end of treatment (P>0.05). The spKt/v and β2-MG clearance rates in the post-dilution group were significantly higher than those in the pre-dilution group (P<0.001). There was no significant difference in the incidence of adverse reactions between the two groups (P>0.05). CONCLUSIONS When NM is used as an anticoagulant in the CVVH treatment of uremic patients at high risk of bleeding, compared with the pre-dilution treatment method, the post-dilution treatment method has a higher incidence of filter and dialysis tubing venous reservoir, a shorter usage time of the filter and pipeline, and a greater impact on extracorporeal coagulation, but has a higher solute clearance rate. Clinically, different dilution methods can be selected according to the different treatment needs of patients.
6.Mechanism of Xiao Qinglongtang Intervening Ferroptosis in Allergic Rhinitis Rats via Regulating SIRT1/SLC7A11 Signaling Pathway
Yuanyuan JI ; Hong ZHU ; Jingjuan AN ; Heng XIN
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(1):113-119
ObjectiveTo observe the effect of Xiao Qinglongtang on ferroptosis in allergic rhinitis rats and explore its specific mechanism of action. MethodsSixty SD rats were randomly divided into a blank group, a model group, a loratadine group (0.9 mg·kg-1), and low-, medium-, and high-dose Xiao Qinglongtang groups (2.14, 4.28, and 8.56 g·kg-1), 10 rats per group. After 2 weeks of drug treatment, behavioral scores were observed in 6 groups of rats. Hematoxylin-eosin (HE) staining was used to observe changes in nasal mucosal tissue morphology, and Prussian blue staining was used to observe iron deposition. Enzyme-linked immunosorbent assay (ELISA) was used to detect reactive oxygen species (ROS), Fe2+ ions, malondialdehyde (MDA), superoxide dismutase (SOD), and glutathione peroxidase (GSH) in each group. Immunofluorescence assay was used to detect ROS content and sirtuin 1 (SIRT1) expression in nasal mucosal tissue. Western blot was used to detect the expression of SIRT1, solute carrier family 7 member 11 (SLC7A11), p53 acyl-CoA synthetase long-chain family member 4 (ACSL4), and glutathione peroxidase 4 (GPX4) proteins in nasal mucosal tissue. ResultsCompared with the blank group, the model group exhibited obviously increased behavioral scores, severe nasal mucosal damage, obvious increase in iron deposition, significant decreases in GSH and SOD levels, obvious increases in MDA, Fe2+, and ROS fluorescence area proportions (P<0.05), decreased protein expression levels of GPX4, SLC7A11, and SIRT1, and obvious increases in p53 and ACSL4 expression (P<0.05). Compared with the model group, Xiao Qinglongtang groups of all doses showed reduced rat behavioral scores, obviously improved nasal mucosal damage, obviously reduced iron deposition (P<0.05), obviously increased GSH and SOD levels, obviously reduced MDA, Fe2+, ROS fluorescence area proportions (P<0.05), increased GPX4, SLC7A11, and SIRT1 protein expression levels, and obviously reduced p53 and ACSL4 (P<0.05). ConclusionXiao Qinglongtang may achieve the goal of treating allergic rhinitis by regulating the SIRT1/SLC7A11 signaling pathway and inhibiting lipid peroxidation and ferroptosis.
7.Regulation of TGF-β1/JNK signaling pathway in patients with different types of mitral valve diseases complicated by atrial fibrillation
Chao CHANG ; Bo FU ; Xiaolong ZHU ; Chongjie ZHANG ; Xia ZHAO ; Hong TANG ; Xijun XIAO ; Yunpeng BAI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(02):291-299
Objective To investigate the regulatory mechanism of transforming growth factor-β1 (TGF-β1) in different types of mitral valvular disease (MVD) with atrial fibrillation (AF). Methods From August 2011 to August 2012, patients with moderate to severe MVD accompanied by AF who required mitral valve replacement at the Department of Cardiovascular Surgery, West China Hospital, Sichuan University, were included. Based on echocardiographic results, patients were divided into two groups: a mitral regurgitation (MR) with AF (MR-AF) group and a mitral stenosis (MS) with AF (MS-AF) group. Left atrial tissue samples were collected during surgery. Techniques such as enzyme-linked immunosorbent assay, real-time fluorescence quantitative polymerase chain reaction, immunohistochemistry, and Western blotting were used to detect key molecules in the TGF-β1/JNK pathway. Results Sixteen patients were enrolled. There were 8 patients in the MR-AF group, including 5 males and 3 females, with an average age of (41.38±11.19) years; and 8 patients in the MS-AF group, including 6 males and 2 females, with an average age of (43.12±5.30) years. The left atrial volume load was higher in MR-AF patients, while the left atrial pressure load was higher in MS-AF patients. In MS-AF patients, the relative expression levels of MAPK9, JUN, CASP3, BAX, and BCL2 mRNA in left atrial tissues were significantly upregulated. The serum TGF-β1 protein level and the relative expression levels of p-JNK, p-c-Jun, and Caspase-3 proteins in the left atrial tissues of the MR-AF group were higher. Myocardial cell damage was more severe in the MS-AF group, and the protein expression level of Bcl-2 was higher. Conclusion Different MVD have distinct hemodynamic characteristics. The myocardium of the left atrium in MR-AF patients is more prone to apoptosis, possibly through the activation of the TGF-β1/JNK signaling pathway.
8.Effect of different exercise interventions on patients with metabolic dysfunction-associated fatty liver disease: A systematic review and network Meta-analysis
Guodong MA ; Zhuojing SUN ; Song HU ; Zijun YE ; Mingchen MA ; Fei CUI ; Jiaju ZHU
Journal of Clinical Hepatology 2026;42(2):326-344
ObjectiveTo investigate the effect of different exercise interventions on metabolism and liver parameters in patients with metabolic dysfunction-associated fatty liver disease (MAFLD), and to provide evidence-based recommendations for clinical exercise rehabilitation. MethodsThis study was conducted according to the PRISMA guidelines, and the protocol was registered on the PROSPERO platform, with a registration number of CRD42025641717. PubMed, Web of Science, Scopus, Wiley Online Library, CNKI, Wanfang Data, and VIP were searched for related articles published up to September 2024. The Cochrane tool for assessing risk of bias was used to assess the quality of articles, and Stata MP 17.0 was used to perform the network meta-analysis. ResultsA total of 57 articles were included, involving 2 648 patients. The results showed that aerobic exercise combined with resistance exercise had the best effect in improving body mass index (mean difference [WMD]=-0.97, 95% confidence interval [CI]: -1.66 to -0.28], P<0.05, surface under the cumulative ranking curve [SUCRA]=85.4) and triglycerides (WMD=-29.6, 95%CI: -46.66 to 12.54, P<0.05, SUCRA=87.3); resistance exercise was the optimal intervention method for improving total cholesterol (WMD=-15.99, 95%CI: -24.19 to -7.79, P<0.05, SUCRA=79.9) and glutamine transaminase (WMD=-8.08, 95%CI: -12.13 to -4.02, P<0.05, SUCRA=87.3); low-intensity aerobic exercise had the best effect in improving aspartate aminotransferase (WMD=-4.3, 95%CI: -8.45 to -0.15, P<0.05, SUCRA=73.5), gamma-glutamyl transpeptidase (GGT) (WMD=-3.26, 95%CI: -7.79 to 1.27, P>0.05, SUCRA=82.3), and glycated hemoglobin (HbA1c) (WMD=-0.6, 95%CI: -2.02 to 0.82, P>0.05, SUCRA=78.8); moderate-intensity aerobic exercise was the optimal intervention modality to improve Homeostasis Model Assessment of Insulin Resistance (WMD=-0.92, 95%CI: -1.51 to -0.33, P<0.05, SUCRA=69.4). It should be noted that there were no significant differences in HbA1c and GGT across different exercise interventions (all P>0.05), suggesting that there was currently no sufficient statistical evidence to support that exercise could improve these two indicators. ConclusionBased on the comprehensive league table and cumulative probability ranking, aerobic exercise combined with resistance exercise, resistance exercise, and low- and moderate-intensity aerobic exercise may be the best exercise modality for improving key indicators in MAFLD patients, and targeted exercise modalities should be selected for intervention against different indicators; however, due to limitations of the original studies, further studies are needed for validation and exploration.
9.Role and mechanism of mitochondrial calcium uniporter in the cytoskeleton of pancreatic ductal epithelial cells in a mouse model of acute pancreatitis
Qiaofeng CHEN ; Qingzi FU ; Huiying YANG ; Junbo HONG ; Liang ZHU ; Zhenzhen YANG ; Guodu TANG ; Shiyu ZHANG
Journal of Clinical Hepatology 2026;42(2):400-408
ObjectiveTo investigate the effect of mitochondrial calcium uniporter (MCU) on the cytoskeleton of pancreatic ductal epithelial cells in a mouse model of acute pancreatitis (AP) induced by caerulein (CAE), to analyze the role of MCU in the development of AP, and to provide a theoretical basis for clinical treatment. MethodsIn the in vivo experiment, wild-type male C57BL6/J mice, aged 4 weeks, were randomly divided into control group and AP group, with 6 mice in each group. The mice in the AP group were given intraperitoneal injection of CAE to establish a model of AP, and those in the control group were given intraperitoneal injection of an equal volume of normal saline. Serum and pancreatic tissue samples were collected after 24 hours of modeling. HE staining was used to observe pancreatic histopathological changes; Western Blot was used to measure the expression levels of MCU, glutathione peroxidase 4 (GPX4), and acyl-CoA synthetase long chain family member 4 (ASCL4); kits were used to measure the serum level of amylase. In the in vitro experiment, the human pancreatic ductal epithelial cell line HPDE6-C7 was co-cultured with CAE for 24 hours to establish an in vitro AP model, and the cells were divided into control group, CAE group, RR (an MCU activity inhibitor) group, CAE+RR group, Fer-1 (an ferroptosis inhibitor) group, CAE+Fer-1 group, Erastin (an ferroptosis inducer) group, and CAE+Erastin group. CCK-8 assay was used to observe the influence of different agents on cell viability; Western Blot was used to measure the expression levels of MCU, GPX4, and ASCL4; immunofluorescence assay was used to measure reactive oxygen species (ROS), actin cytoskeleton, and monolayer permeability; kits were used to measure the concentrations of malondialdehyde (MDA), glutathione (GSH), Fe2+, and total iron. 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 comparison between two groups. ResultsIn the in vivo experiment, compared with the control group, the AP group had significant increases in pancreatic histopathological score, the serum level of amylase, and the expression levels of MCU and ASCL4, as well as a significant reduction in the expression of GPX4 (all P<0.05). In the in vitro experiment, compared with the control group, the CAE group had significant increases in the expression levels of MCU and ASCL4, a significant reduction in the expression of GPX4, and significant increases in the concentrations of Fe2+, total iron, and MDA, the green fluorescence intensity of ROS, and monolayer permeability, as well as a significant reduction in the concentration of GSH (all P<0.05), with the presence of actin cytoskeleton disruption. Compared with the CAE group, the CAE+RR group had a significant increase in the expression level of GPX4, a significant reduction in the expression level of ASCL4, and significant reductions in the concentrations of Fe2+, total iron, and MDA, the green fluorescence intensity of ROS, and monolayer permeability and a significant increase in the concentration of GSH (all P<0.05), with alleviation of actin cytoskeleton disruption. Compared with the CAE group, the CAE+Fer-1 group had significant reductions in the concentrations of Fe2+, total iron, and MDA, the green fluorescence intensity of ROS, and monolayer permeability and a significant increase in the concentration of GSH (all P<0.05), with alleviation of actin cytoskeleton disruption. Compared with the CAE group, the CAE+Erastin group had significant increases in the concentrations of Fe2+, total iron, and MDA, the green fluorescence intensity of ROS, and monolayer permeability and a significant reduction in the concentration of GSH (all P<0.05), with aggravation of actin cytoskeleton disruption. ConclusionDuring the onset of AP, MCU mediates oxidative stress-induced ferroptosis and leads to the disruption of the pancreatic ductal epithelial barrier, which may be one of the possible pathogeneses of AP.
10.Early screening strategies for metabolic associated fatty liver disease
Kaiye HUA ; Mengfan JIA ; Yingwei ZHU ; Zhonghua LU ; Jian LU ; Hong TANG
Journal of Clinical Hepatology 2026;42(2):420-426
Metabolic associated fatty liver disease (MAFLD) is a common chronic liver disease worldwide, and timely and precise intervention can delay disease progression and significantly reduce the risk of serious complications such as liver fibrosis, liver cirrhosis, and liver cancer. Although traditional liver biopsy combined with metabolic markers is the gold standard, it may cause complications such as pain and bleeding as an invasive examination, which has promoted scientific research to shift its focus to the construction of noninvasive assessment systems. In recent years, noninvasive diagnostic technologies based on multi-dimensional detection strategies have been continuously updated, including serological models, imaging techniques, and clinical algorithms. This article systematically reviews the screening methods for MAFLD during the fibrotic stages F1—F3, especially deep learning models based on artificial intelligence, in order to provide ideas for the early screening of MAFLD, as well as a scientific reference for optimizing disease management strategies.


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