1.Mechanistic study of regulatory T cells resisting ferroptosis under hypoxic stress in oral squamous cell carcinoma
GUO Ruiyu ; ZHANG Fangyu ; XU Qin ; CHEN Wantao ; YAN Ming
Journal of Prevention and Treatment for Stomatological Diseases 2026;34(10):953-969
Objective:
To explore the metabolic molecular mechanism of regulatory T cells (Tregs) resisting ferroptosis under a hypoxic stress microenvironment, and to provide scientific support for finding intervention targets to improve the immune microenvironment of oral squamous cell carcinoma (OSCC).
Methods:
This study was approved by the Institutional Medical Ethics Committee. Multiplex immunofluorescence was used to detect the distribution of Tregs and the localization of hypoxic regions in clinical pathological specimens from patients with OSCC tissues. Animal experiments were approved by the Laboratory Animal Ethics Committee. A tumor-bearing model was established in C57BL/6 mice. The submandibular, subscapular, inguinal, and popliteal lymph nodes were collected along with the spleen, and were homogenized to prepare single cell suspensions. C57BL/6 mouse naive CD4⁺ T cells were induced to differentiate into Tregs in vitro, and a 1% hypoxic culture model was established. Normoxia and hypoxia groups were established, and Treg viability under hypoxic conditions was assessed by flow cytometry. Transcriptomics and metabolomics were applied to analyze differentially expressed genes, metabolic pathways, and changes in cholesterol metabolites. Western blot was performed to detect the expression of emopamil-binding protein (EBP), glutathione peroxidase 4 (GPX4), ferroptosis suppressor protein 1 (FSP1), and acyl-CoA synthetase long-chain family member 4 (ACSL4). The safe concentration of the EBP inhibitor TASIN-30 was determined by the CCK-8 assay. On this basis, four groups were established: normoxia control, hypoxia, hypoxia+TASIN-30, and hypoxia+TASIN-30+7-dehydrocholesterol (7-DHC). Treg viability in each group was measured by flow cytometry; intracellular Fe2+ content, lipid peroxidation level, and reactive oxygen species (ROS) accumulation were detected by cellular immunofluorescence and flow cytometry; the reduced/oxidized glutathione (GSH/GSSG) ratio was measured using a microplate reader; and mitochondrial morphology was observed by transmission electron microscopy. In vivo tumor-inhibition experiments in C3H/HeJ mice were performed to validate the in vivo effects of EBP inhibition, and clinical prognostic survival analysis based on the TCGA-HNSC cohort was performed to evaluate the clinical prognostic value of ferroptosis resistance in Tregs.
Results:
Tregs were highly enriched in OSCC tissue, preferentially accumulated in hypoxic areas, and could maintain cell survival under hypoxia. The cholesterol metabolism pathway was upregulated in the hypoxic group, with increased EBP mRNA expression (P < 0.001) and 7-DHC accumulation. Compared with the hypoxic group alone, the hypoxic + TASIN-30 group showed decreased GPX4 and FSP1 expression (P < 0.001, P = 0.003); increased ACSL4 expression (P < 0.001); a decreased viable cell ratio (P < 0.001); increased Fe2+, lipid peroxidation, and ROS levels (P < 0.001); a decreased GSH/GSSG ratio (P < 0.001); and mitochondrial shrinkage. Exogenous supplementation of 7-DHC reversed the effects of EBP inhibition. In vivo inhibition of EBP significantly inhibited tumor growth (P < 0.001).
Conclusion
Tregs upregulate EBP and promote 7-DHC accumulation in hypoxic microenvironments, thereby inhibiting Treg ferroptosis and maintaining their survival and immunosuppressive function. Inhibition of EBP can weaken the resistance of Tregs to ferroptosis under hypoxia.
2.Liuwei Dihuangwan Reduces Valproic Acid-induced ASD-like Behaviors in Rats by Modulating mTOR-mediated Synaptic Plasticity in Prefrontal Cortex-hippocampus Circuit
Ji WU ; Niya YIN ; Lei OUYANG ; Siyu HE ; Fangyu PEI ; Ying XIE ; Fan LI ; Qian LEI ; Sha ZHAO ; Di ZHANG ; Qinquan ZHU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(22):1-11
ObjectiveTo investigate the effects of Liuwei Dihuangwan on mammalian target of rapamycin (mTOR)-mediated synaptic plasticity in the prefrontal cortex-hippocampus circuit in the rat model of valproic acid (VPA)-induced autism spectrum disorder (ASD) and to explore its potential mechanism for reducing behavioral abnormalities in ASD rats. MethodsThirteen SD pregnant rats were randomized into the VPA group (10 rats) and the control group (3 rats). On gestational day 13, the VPA group was intraperitoneally injected with VPA solution (600 mg·kg-1), while the control group was injected with an equal volume of normal saline. Male pups of 21 days old from both groups underwent behavioral tests to screen the ASD model rats (32 rats). These rats were then randomly assigned to the model (distilled water), vitamin D (1 480 U·kg-1), low-dose (0.75 g·kg-1) Liuwei Dihuangwan, and high-dose (1.5 g·kg-1) Liuwei Dihuangwan groups, and normal male pups were selected as the blank group (distilled water), with 8 rats in each group. Each group was treated with the corresponding drug or an equal volume of distilled water via gavage daily. After drug administration, behavioral tests were conducted again, followed by anesthesia and tissue collection. Nissl staining was carried out to observe the morphological changes of neurons in the prefrontal cortex and hippocampus. Transmission electron microscopy was used to observe changes in hippocampal synaptic structure. Immunohistochemistry and Western blot were employed to determine the expression of mTOR, phosphatidylinositol 3-kinase (PI3K), and protein kinase B (Akt) in the prefrontal cortex, as well as synaptophysin-1 (SYP-1), postsynaptic density 95 (PSD95), and N-methyl-D-aspartate receptors (NMDARs) in the hippocampus. ResultsCompared with the control group, the model group exhibited severe growth retardation and developmental deformities, with abnormal behavioral performance and pathological damage to neurons and synapses in the prefrontal cortex and hippocampus. Compared with the model group, all treatment groups showed reduced behavioral abnormalities and pathological damage to neurons and synapses in the prefrontal cortex and hippocampus, with the most significant effects in the high-dose Liuwei Dihuangwan group. Immunohistochemistry and Western blotting results showed that compared with the control group, the model group exhibited significantly increased protein levels and phosphorylation ratios of p-mTOR, p-Akt, and p-PI3K in the prefrontal cortex (P<0.05, P<0.01), and decreased protein levels of SYP-1 and PSD95 and increased protein level of NMDARs in the hippocampus (P<0.01). Compared with those in the model group, the protein levels of p-mTOR, p-Akt, and p-PI3K in the prefrontal cortex decreased in the vitamin D and high-dose Liuwei Dihuangwan groups (P<0.05), and the p-mTOR/mTOR, p-Akt/Akt, and p-PI3K/PI3K ratios in the prefrontal cortex declined in the vitamin D group (P<0.05). The high-dose Liuwei Dihuangwan group showed a reduction in p-PI3K/PI3K ratio (P<0.05). The protein level of SYP-1 and PSD95 in the hippocampus increased in the vitamin D, low-dose Liuwei Dihuangwan, and high-dose Liuwei Dihuangwan groups (P<0.05, P<0.01), while the protein level of NMDARs decreased in the vitamin D and high-dose Liuwei Dihuangwan groups (P<0.01). ConclusionLiuwei Dihuangwan significantly reduces VPA-induced ASD-like behaviors and enhances the regeneration and repair of neurons in the prefrontal cortex and synaptic structures in the hippocampus by downregulating of PI3K/Akt/mTOR expression in the prefrontal cortex, upregulating SYP-1 and PSD95 expression in the hippocampus, and inhibiting NMDARs expression.
3.Effects of electroacupuncture on the expression of metabolic enzymes and autophagy genes in gastrocnemius muscle tissues of exercising rats
Rongfa ZHENG ; Weibin MO ; Peng HUANG ; Junji CHEN ; Ting LIANG ; Fangyu ZI ; Guofeng LI
Chinese Journal of Tissue Engineering Research 2025;29(6):1127-1136
BACKGROUND:Acute exercise tends to cause skeletal muscle tissue damage and lipid metabolism disorders in vivo,but the mechanism by which acute exercise combined with electroacupuncture modulates metabolic and autophagic pathways in vivo is unclear. OBJECTIVE:To observe the changes in metabolic enzymes and autophagy levels in skeletal muscle of rats subjected to acute exercise by electroacupuncture at the acupoints of"Zusanli"and"Huantiao." METHODS:Fifty male Sprague-Dawley rats were randomly divided into three groups:quiet control group(n=10),model group(n=20),and reverse electroacupuncture group(n=20).The latter two groups were set up with two time points,i.e.immediate and 3 hours after exercise groups(n=10 per time point).The model group and the reverse electroacupuncture group underwent acute exercise training after adaptive treadmill training.The rats in the reverse electroacupuncture group underwent electroacupuncture treatment(parameters:electroacupuncture on both sides of the rats at the acupoints of"Zusanli"and"Huantiao,"continuous wave,frequency of 2 Hz,intensity of 2 mA,leaving the needle in the body for 30 minutes,once a day for 7 consecutive days)before treadmill training.Bilateral gastrocnemius muscle tissues were taken under anesthesia immediately after exercise and 3 hours after exercise,and hematoxylin-eosin staining was used to observe the histopathological changes of rat skeletal muscle.ELISA kit was used to detect the activities of hepatic lipase,fatty acid synthase,hormone-sensitive lipase,and carnitine palmitoyltransferase 1 in rat skeletal muscle tissues.Immunohistochemistry and western blot were used to detect the changes in the expression of autophagy genes. RESULTS AND CONCLUSION:After hematoxylin-eosin staining,the arrangement of gastrocnemius muscle fibers in the model group was disturbed,swollen and ruptured immediately after exercise and 3 hours after exercise.In the reverse electroacupuncture group,gastrocnemius muscle fibers were tightly arranged and the number of swollen and ruptured cells was greatly reduced immediately after exercise and 3 hours after exercise,and there was no significant difference when compared with the quiet control group.Compared with the quiet control group,the activities of hepatic lipase and fatty acid synthase were lower while the activities of lipoprotein lipase,hormone-sensitive lipase,and carnitine palmitoyltransferase 1 were higher in the model group and the reverse electroacupuncture group 3 hours after exercise(P<0.05 or P<0.01).Compared with the model group,the activities of lipoprotein lipase and carnitine palmitoyltransferase 1 were higher in the reverse electroacupuncture group immediately after exercise(P<0.05),while the activity of lipoprotein lipase was higher and the activity of hormone-sensitive lipase was lower in the reverse electroacupuncture group 3 hours after exercise(P<0.01).Immunohistochemical results showed that compared with the quiet control group,the expression of P62,autophagy-related gene 5 and autophagy-related gene 7 was higher in the model group immediately and 3 hours after exercise,as well as in the reverse electroacupuncture group immediately after exercise(P<0.05 or P<0.01);compared with the model group,the expression of P62 and autophagy-related gene 7 was lower in the reverse electroacupuncture group immediately and 3 hours after exercise(P<0.05).Western blot results showed that the protein expression of P62 and autophagy-related gene 7 in the reverse electroacupuncture group was lower than that in the model group immediately after exercise(P<0.05);the protein expression of Parkin in the model group was higher than that in the quiet control group immediately and 3 hours after exercise(P<0.05);and the protein expression of Parkin in the reverse electroacupuncture group was lower than that in the model group immediately and 3 hours after exercise(P<0.05).To conclude,acute exercise induces disorders,swelling and rupture of gastrocnemius muscle fibers in rats and electroacupuncture on both sides of the acupoints of"Zusanli"and"Huantiao"can improve the level of lipid metabolism and regulate autophagy cells in rat skeletal muscle,preventing the disorders of lipid metabolism and damage of gastrocnemius muscle tissues caused by acute exercise.The mechanism may be closely related to the regulation of autophagy-related factor P62,autophagy-related gene 5,autophagy-related gene 7,and Parkin protein expression to promote the occurrence of autophagy or regulate the autophagy pathway in rat skeletal muscle cells.
4.Risk factors for Crohn's disease-like pouch in ulcerative colitis patients with ileal pouch-anal anastomosis
Yinan YAN ; Juan WEI ; Zhao YANG ; Ya YANG ; Hui TAO ; Liuying LI ; Hongqin WANG ; Yuanyi ZHAO ; Feng ZHU ; Ji XUAN ; Jianfeng GONG ; Fangyu WANG
Chinese Journal of Inflammatory Bowel Diseases 2025;09(3):211-217
Objective:To explore the incidence of Crohn's disease-like pouch (CDP) after ileal pouch-anal anastomosis (IPAA) and analyze the clinical characteristics and risk factors in ulcerative colitis (UC) patients.Methods:A retrospective cohort study was conducted. One hundred and eighty-two UC patients undergoing IPAA at Jinling Hospital affiliated to Nanjing University from November 2003 to November 2024 were enrolled. Patients were categorized into CDP and non-CDP groups. Clinical features and prognosis were compared, and multivariate Cox regression was performed to identify risk factors for CDP.Results:A total of 182 UC patients were included, with a median follow-up time of 45.00 (30.00, 75.25) months. The patients were divided into two groups based on the diagnosis of CDP, with 23 patients (12.64%) in the CDP group and 159 patients (87.30%) in the non-CDP group. Compared to the non-CDP group, patients in the CDP group had a lower body mass index (BMI) ( Z=-2.87, P=0.004), and were more likely to develop early postoperative pouchitis (χ 2=4.50, P=0.034). The median time from ileostomy closure to the development of CDP was 12 .00 (6.00, 28.00) months. Cox regression analysis showed that a preoperative BMI<18.5 kg/m 2 ( HR=2.84, 95% CI: 1.24~6.49, P=0.013) and early postoperative pouchitis ( HR=3.11, 95% CI: 1.22~7.93, P=0.018) were associated with an increased risk of CDP. Conclusions:Preoperative low BMI and pouchitis occurring within 3 months postoperatively are significant risk factors for CDP. Close monitoring and early intervention are recommended for high-risk patients.
5.Application of DSA cardiac electrophysiological acquisition mode in hysterosalpingography
Fangyu YE ; Minggao CHEN ; Xiaojian CUI ; Jin'er SHU ; Danjun XU
Journal of Interventional Radiology 2025;34(8):847-850
Objective To explore the influence of cardiac electrophysiological(EP)mode on image quality and radiation dose in performing hysterosalpingography(HSG)with digital subtraction angiography(DSA).Methods The clinical data of 97 infertility patients,who were admitted to the Jinhua Municipal People's Hospital of China from October to November of 2024,were prospectively collected.Among them,50 patients who received treatment in October of 2024 by using DSA abdominal acquisition mode were collected as the control group,and other 47 patients who received treatment in November of 2024 by using EP acquisition mode were collected as the study group.The image quality and radiation dose of the two groups were analyzed.Results The patients' image quality of both groups met the diagnostic requirements,and the diagnostic conclusions made by two physicians were consistent.No statistically significant differences in the positive rate,number of spot shot films,radiation dose of spot shot films,and continuous exposure time existed between the two groups(P>0.05).Compared with the control group,in the study group the number of images increased by 8.3 times,the continuous exposure radiation dose was decreased by 90.0%,and the total radiation dose was decreased by 83.0%.The differences in the above indexes between the two groups were statistically significant(P<0.05).Conclusion In performing HSG with DSA,the use of EP mode for image acquisition can meet the diagnostic requirements,besides it can effectively reduce the radiation dose while increasing the number of image frames,therefore,this technique is worthy of clinical promotion.
6.Expression characteristics of GZMB and CXCL9 and their regulatory significance in the tumor immune microenvironment and prognosis in gastric cancer patients
Fangyu SHI ; Pengfei HAO ; Like ZHANG ; Quanxiao XU
The Journal of Practical Medicine 2025;41(23):3744-3752
Objective To investigate the expression characteristics of granzyme B(GZMB)and C-X-C motif chemokine ligand 9(CXCL9)in gastric cancer(GC)tissues,explore their association with the tumor immune microenvironment(TME),and evaluate their clinical prognostic significance.Methods Bioinformatic analyses were conducted using public databases(TIMER,GEPIA,UALCAN)to validate the expression levels of GZMB and CXCL9 across various cancer types,with a focus on GC.Paired tumor and adjacent normal tissue samples were collected from 89 GC patients who underwent radical gastrectomy at Nanyang First People's Hospital between 2018 and 2019.The mRNA expression levels of GZMB and CXCL9 were measured using quantitative real-time PCR(qRT-PCR),and their associations with clinicopathological characteristics were statistically analyzed.Immune cell infiltration levels were estimated using the TIMER and GSCA databases.Diagnostic performance was evaluated through receiver operating characteristic(ROC)curve analysis,while survival outcomes were assessed using data from the Kaplan-Meier Plotter database and patient follow-up records.Results Both database analysis and qRT-PCR results demonstrated that GZMB and CXCL9 expression levels were significantly elevated in GC tissues compared to adjacent non-tumor tissues(P<0.05).Clinical correlation analysis revealed no significant associations between mRNA expression levels of GZMB and CXCL9 and clinicopathological parameters,including gender,age,pathological type,tumor differentiation,TNM stage,tumor size,or lymph node metastasis(P>0.05).Immune infiltration analysis indicated that both genes were significantly positively correlated with CD8+T cell and dendritic cell infiltration(P<0.05),while showing a negative correlation with B cell infiltration(P<0.05).ROC curve analysis showed that the combined detection of GZMB and CXCL9 yielded an AUC of 0.890(95%CI:0.843~0.936),which was higher than that of GZMB alone(AUC=0.832,95%CI:0.772~0.891)or CXCL9 alone(AUC=0.782,95%CI:0.715~0.850).Survival analysis further revealed that patients with high expression of GZMB and CXCL9 had significantly improved overall survival compared to those with low expression(P<0.05).Conclusion GZMB and CXCL9 are highly expressed in GC and are strongly associated with the infiltration of anti-tumor immune cells.These molecules represent promising diagnostic biomarkers for GC,and their elevated expression is correlated with a more favorable prognosis in patients.
7.Comparison of the efficacy of modified rivet double pulley fixation and Kirschner wire tension band fixation for inferior pole patella fractures
Fangyu MEI ; Yongjiang LI ; Sunpeng BAI
Journal of Clinical Surgery 2025;33(3):325-328
Objective To compare the clinical effects of improved rivet double pulley fixation method and traditional Kirschner wire tension band in the treatment of patellar lower pole fractures.Methods 78 patients with patellar inferior pole fractures who underwent surgery in our department between January 2020 and January 2024 and met the inclusion criteria were collected.Divided into two groups according to different fixing methods,the observation group(39 cases)were fixed by modified rivet double pulley,the control group(39 cases)were fixed by steel wire tension band.The operation time,hospital stay,medical expenses,knee motion of the two groups at 1.5 months,3 months and 6 months after surgery,and knee lyshom function score at 3 months and 6 months after surgery were compared between the two groups.Results The observation group had a surgery time of(62.58±6.37)minutes compared to the control group[(60.20±11.18)minutes],and the observation group had a hospital stay of(6.45±1.35)days compared to the control group[(6.40±1.30)days].There was no significant difference in surgical time and hospitalization time between the two group(P>0.05).The total medical expenses of the observation group were significantly lower than those of the control group(P<0.05).Knee joint activity in observation group was higher than that in control group at 1.5 months,3 months and 6 months after surgery(P<0.05),and knee lyshom function scores in observation group at 3 months and 6 months after surgery were significantly higher than those in control group(P<0.0 5).Conclusion Compared with Kirschner wire tension band fixation for the treatment of patellar lower pole fractures,the improved riveting double pulley surgery does not require secondary surgery to remove internal fixation,resulting in lower overall medical costs,better postoperative knee joint mobility,and better postoperative knee joint function scores.The improved riveting double pulley surgery has more advantages in treating patellar lower pole fractures compared to traditional Kirschner wire tension band fixation.
8.Research progress in effects and mechanisms of dietary pattern interventions in metabolic associated fatty liver disease
Jing SONG ; Shuo JIANG ; Fangyu WAN ; Juan LI ; MUHETA ADINA ; Xinying MIN ; Jingqi ZHOU
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(7):926-933
Metabolic associated fatty liver disease(MAFLD)is a type of fatty liver disease associated with systemic metabolic disorders,and its prevalence has been increasing year by year,becoming a major challenge to global public health.The development of MAFLD is associated with various factors,including obesity,dyslipidemia,diabetes and other factors.Excessive body fat,particularly increased visceral adiposity,contributes to hepatic fat accumulation.Abnormal blood lipid levels can also disrupt liver fat metabolism.The risk of MAFLD in patients with diabetes is greatly increased due to insulin resistance and other problems.Dietary interventions are considered an effective strategy for the prevention and treatment of MAFLD.In recent years,several dietary patterns,such as low-carbohydrate diets,intermittent fasting,and the Mediterranean diet,have been applied in clinical practice.Their primary mechanisms include reducing oxidative stress,regulating gut microbiota,and inducing fat autophagy.However,the responses to different dietary patterns vary among individuals due to differences in genes,lifestyle,and disease severity.Therefore,systematically evaluating the effects and mechanisms of these dietary patterns in the prevention and treatment of MAFLD has significant clinical importance.This review compares the effects of different dietary patterns on improving liver function,hepatic fat content,blood glucose,and lipid levels,and analyzes their underlying mechanisms of intervention,to explore how to select personalized dietary strategies based on individual differences.It is intended to provide new insights for the precise prevention and treatment of MAFLD,thereby improving patients' outcomes and alleviating the burden on public health.
9.Anti-inflammatory mechanism of Juhongtai formula granules in improving acute lung injury in rats based on component-target-pathway analysis
Fangyu LIANG ; Yulei CHEN ; Leilei CHEN ; Jingjing YU ; Fengping HUANG ; Ke HUANG ; Fengxia XIAO
Immunological Journal 2025;41(8):541-550
Objective To investigate the key targets and pathways of Juhongtai formula granules in improving acute lung injury(ALI).Methods Juhongtai formula granules and their drug-containing serum components were analyzed by UPLC-QTOF-MS/MS,and the active ingredients were screened based on the"Lipinski Rule of Five".The action targets of the above active ingredients were obtained through the TCMSP,Swiss Target Prediction and SuperPred databases,and the ALI-related targets were obtained from the GeneCards,OMIM,PharmGKB,CTD databases and GEO chip.The target protein-protein interaction network was constructed using the String database and Cytoscape to analyze the key targets.The DAVID database was used for GO functional annotation and KEGG pathway enrichment analysis,and the CB-dock2 platform was used for molecular docking verification.After one week of adaptive feeding,the experimental SD rats were randomly divided into the blank group,the model group,the positive control group,the negative control group and the Juhongtai formula granules group,with 6 rats in each group.The rat model of ALI was replicated by tracheal infusion of lipopolysaccharide.The pathological morphology of lung tissues in each group of rats was observed by HE staining,and the mRNA expressions of tumor necrosis factor-α(TNF-α),interleukin-6(IL-6),interleukin-1 β(IL-1β)and nitric oxide were detected by reverse transcription quantitative polymerase chain reaction(RT-qPCR).Results In total,44 components of the Juhongtai formula granules were identified,including 26 drug-containing serum components,and 21 key compounds were screened.A total of 22 intersection targets were obtained.The pathway enrichment results indicated the action of these targets on the advanced glycation end product receptor(AGE-RAGE)and TNF signaling pathways.The docking results showed that limonin,kaempferol and naringenin could be matched with prostaglandin peroxidase 2,nitric oxide synthase 2 and TNF.Animal experiments confirmed that the Juhongtai formula granules can alleviate inflammatory infiltration in lung tissue and reduce the expressions of TNF-α,IL6,IL-1β mRNA and nitric oxide.Conclusion Juhongtai formula granules can inhibit ALI-related inflammatory targets through the synergistic effects of multiple components such as limonin and kaempferol,regulate signaling pathways such as AGE-RAGE and TNF,reduce the production of inflammatory factors and nitric oxide,and improve ALI.
10.Risk prediction models for readmission in patients after percutaneous coronary intervention: a systematic review and critical appraisal
Yanan LI ; Xiujie SUN ; Wenxin SUN ; Xiuyan LU ; Fangyu XIE
Chinese Journal of Practical Nursing 2025;41(3):197-205
Objective:To systematically evaluate the risk prediction model for readmission in patients after percutaneous coronary intervention, and to provide reference for medical staff to apply or optimize relevant risk assessment tools.Methods:China National Knowledge Infrastructure, VIP, Wanfang Data, China Biomedical Literature Database, and Cochrane Library, PubMed, Embase, CINAHL, Scopus and Web of Science were searched for the related studies on readmission risk prediction models in patients with percutaneous coronary intervention from the establishment of the databases to April 25, 2024. Two researchers independently screened the literature, extracted data, and evaluated the risk of bias in the included studies.Results:A total of eleven articles were included, involving sixteen readmission risk prediction models, with readmission rates ranging from 0.70% to 31.44% and the areas under subjects′working characteristic curves ranging from 0.604 to 0.899. Calibration methods were reported in ten models, five studies reported processing methods of missing data, and external validation was used in three studies. The overall risk of bias was higher. The top six predictors of repeated reports in the readmitted model were age, renal insufficiency, sex, congestive heart failure, diabetes and health insurance.Conclusions:The readmission risk prediction models had good predictive performance. However, the quality of the model methodology was limited. It is necessary to improve the research quality in data sources, measurement and definition of predictive factors, processing of missing data and model evaluation. In the future, data mining can be used to apply the readmission prediction model in the early stage of admission, so as to identify high-risk patients as early as possible and effectively prevent the occurrence of readmission.


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