1.Impact of metabolic risk factor control on mortality risk in patients with metabolic dysfunction-associated steatotic liver disease
Jingdan ZHANG ; Bingbing WANG ; Zeran WANG ; Fan FENG ; Ren NA ; Hongyan GE
Journal of Clinical Hepatology 2026;42(7):1576-1585
ObjectiveTo investigate the association of comprehensive control of multiple metabolic risk factors with the risk of all-cause mortality in patients with metabolic dysfunction-associated steatotic liver disease (MASLD) and its quantitative effect. MethodsA retrospective cohort study was conducted based on the data from National Health and Nutrition Examination Survey (NHANES) in 2003—2018. A total of 29 458 participants were enrolled, including 12 528 patients with MASLD and 16 930 non-MASLD controls. The control status of nine risk factors was assessed, i.e., hypertension, diabetes, liver fibrosis (assessed by fibrosis-4 index [FIB-4]), aspartate aminotransferase (AST)/alanine aminotransferase (ALT) ratio, serum albumin, renal function (assessed by serum creatinine), systemic inflammation (assessed by neutrophil count), smoking, and physical activity. According to the status of comprehensive risk factor control, the patients with MASLD were further divided into low-control group with 1 107 patients, moderate-control group with 7 042 patients, and high-control group with 4 379 patients. A total of 397 participants were enrolled in the external validation cohort, among whom there were 266 participants with MASLD and 131 participants without MASLD. The Kruskal-Wallis H test was used for comparison of continuous data between multiple groups, and the chi-square test was used for comparison of categorical data between groups. The Cox proportional hazards model incorporating complex sampling weights for NHANES data were used to investigate the association between the degree of risk factor control and all-cause mortality, and the Kaplan-Meier curve, the log-rank test, restricted mean survival time (RMST), and population attributable fraction (PAF) were used for further assessment. The robustness of the findings was validated in an independent clinical cohort (n=397). ResultsThe cohort study based on the NHANES database showed that during the median follow-up time of 6.7 years, 1 171 deaths occurred among the 12 528 patients with MASLD. There was a significant reduction in mortality risk with the increase in the number of risk factors controlled (trend test: χ2=65.06, P<0.001). Compared with the low-control group, the mortality risk decreased successively in the moderate-control group (hazard ratio [HR]=0.59, 95% confidence interval [CI]: 0.51 — 0.69) and the high-control group (HR=0.36, 95%CI: 0.27 — 0.48), and the mortality risk was reduced by 22% for each additional risk factor controlled (HR=0.78, 95%CI: 0.74 — 0.82). The PAF analysis showed that AST/ALT ratio control (PAF=19.2%) and physical activity (PAF=18.9%) were the largest contributors. The survival analysis of the sub-cohort constructed based on nearest neighbor matching (with a maximum follow-up time of 13.3 years) showed that there was a significant difference in cumulative survival rate between the MASLD groups with different control levels and the non-MASLD group (P<0.001). The RMST analysis further quantified the survival benefit of each group, and the high-control group had the longest 10-year RMST (9.88 years), which was superior to that of the non-MASLD group (9.43 years), the moderate-control group (9.33 years), and the low-control group (7.96 years). The multivariable-adjusted model analysis of the complete cohort showed that compared with the non-MASLD population, the MASLD patients in the low-control group had a significant increase in mortality risk, the moderate-control group had a comparable mortality risk, and the high-control group had a significantly lower mortality risk. The subgroup analysis showed a significant protective effect of comprehensive control in both male and female individuals (P<0.05), and the interaction analysis suggested a potentially stronger protective effect in female individuals (Pfor interaction=0.031). The protective effect was statistically significant in patients aged ≥60 years (P<0.05). There was a significant difference in protective effect across the groups stratified based on waist circumference (P<0.05), but there was no significant interaction between groups (Pfor interaction=0.821). In the external validation cohort, among the 397 participants, there were 72 cases of all-cause mortality (18.1%). The survival analysis showed a significant gradient increase in the survival rate of MASLD patients with the increase in the level of control (P=0.022). The RMST analysis showed that the moderate- and high-control groups had a better RMST than the non-MASLD group at 5 years (4.47 years vs 4.56 years vs 4.40 years), with a more significant survival advantage at 10 years (8.67 years vs 8.95 years vs 8.44 years). The Cox regression analysis showed that, with the low-control MASLD group as the reference, there was a significant reduction in mortality risk in the moderate-control group (HR=0.41, 95%CI: 0.21 — 0.81) and the high-control group (HR=0.32, 95%CI: 0.14 — 0.71); with the non-MASLD population as the reference, there was a significant increase in mortality risk in the low-control group (HR=2.02, 95%CI: 1.03 — 3.95), with a comparable mortality risk in the moderate-control group (HR=0.83, 95%CI: 0.48 — 1.44) and the high-control group (HR=0.66, 95%CI: 0.30 — 1.38), and the point estimates of the effects were highly consistent with the main study. ConclusionAmong MASLD patients, better control of metabolic risk factors is associated with a lower mortality risk. Achieving optimal control can eliminate the excess mortality risk associated with MASLD, thereby helping patients achieve a better survival prognosis than the general population.
2.(±)-Talapyrones A-F: six pairs of dimeric polyketide enantiomers with unusual 6/6/6 and 6/6/6/5 ring systems from Talaromycesadpressus.
Meijia ZHENG ; Xinyi ZHAO ; Chenxi ZHOU ; Hong LIAO ; Qin LI ; Yuling LU ; Bingbing DAI ; Weiguang SUN ; Ying YE ; Chunmei CHEN ; Yonghui ZHANG ; Hucheng ZHU
Chinese Journal of Natural Medicines (English Ed.) 2025;23(8):932-937
(±)-Talapyrones A-F (1-6), six pairs of dimeric polyketide enantiomers featuring unusual 6/6/6 and 6/6/6/5 ring systems, were isolated from the fungus Talaromyces adpressus. Their structures were determined by spectroscopic analysis and HR-ESI-MS data, and their absolute configurations were elucidated using a modified Mosher's method and electronic circular dichroism (ECD) calculations. (±)-Talapyrones A-F (1-6) possess a 6/6/6 tricyclic skeleton, presumably formed through a Michael addition reaction between one molecule of α-pyrone derivative and one molecule of C8 poly-β-keto chain. In addition, compounds 2/3 and 4/5 are two pairs of C-18 epimers, respectively. Putative biosynthetic pathways of 1-6 were discussed.
Polyketides/isolation & purification*
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Talaromyces/chemistry*
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Stereoisomerism
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Molecular Structure
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Circular Dichroism
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Pyrones/chemistry*
3.Effects of TGR5 on liver lipid metabolism and bile acid synthesis in dairy cows with fatty liver
Yaqi CHANG ; Tianjiao YANG ; Yunfei LUAN ; Jihang LI ; Zexin ZHANG ; Bingbing ZHANG ; Chuang XU ; Wei YANG
Chinese Journal of Veterinary Science 2025;45(10):2282-2291
To explore the impacts of TGR5 on liver lipid metabolism and bile acid synthesis in dairy cows with fatty liver.Liver tissues of healthy cows and cows with fatty liver were collected through puncture technique.The protein and mRNA expressions of lipid synthesis-related factors ACC1,FAS,SREBF1,lipid oxidation factor CPT1A,and bile acid synthesis-related factors CYP8B1,CYP7B1,CYP27A1 were detected by Western blot and fluorescent quantitative PCR.Moreover,the mRNA levels of CYP7B1 were determined.Primary hepatocytes of 1-day-old calves were extracted and cultured in vitro,and four treatment groups were established,namely Control,NEFA,INT-777,and the INT-777+NEFA group.The concentration of NEFA group was 1.2 mmol/L,the con-centration of INT-777 group was 1 μmol/L,and the concentration of INT-777+NEFA group was 1.2 mmol/L NEFA and 1 μmol/L INT-777 simultaneously.After 12 h of stimulation,cells were collected,and the protein and mRNA levels of ACC1,FAS,SREBF1,CPT1A,CYP8B1,CYP7A1,CYP27A1,and the mRNA levels of CYP7B1 were detected by Western blot and fluorescent quanti-tative PCR.The content of lipid droplets and TG in the cells were detected by flow cytometry and kit.The results demonstrated that compared with healthy cows,the protein and mRNA expressions of ACC1,FAS,SREBF1,CYP8B1,and CYP7A1 in the liver tissues of fatty liver cows were upreg-ulated,while the protein and mRNA levels of CPT1 A,CYP27A1,TGR5,and the mRNA levels of CYP7B1 were downregulated.In vitro experiments revealed that compared with the Control group,the protein and mRNA levels of ACC1,FAS,SREBF1,CYP8B1,and CYP7A1 in the NEFA group were upregulated,and the protein and mRNA levels of CPT1A,CYP27A1,and TGR5,as well as the mRNA level of CYP7B1,were downregulated.Compared with the NEFA group,the protein and mRNA levels of ACC1,FAS,SREBF1,CYP8B1,CYP7A1 were downregulated in the INT-777+NEFA group,while the protein and mRNA levels of CPT1A CYP27A1,and TGR5 as well as the mRNA level of CYP7B1,were upregulated.The results of flow cytometry and the kit indicated that the lipid droplets and TG content in the NEFA group were upregulated compared with the Control group,while the lipid droplets and TG content in the INT-777+NEFA group were downregulated compared with the NEFA group.The above results suggested that the addition of TGR5 agonist promoted the expression of TGR5 and ameliorated the abnormal lipid metabolism and bile acid synthesis in the liver of dairy cows with fatty liver.
4.Epidemiological Characteristics of Malignant Tumors in Cancer Registration Areas of Heilongjiang Province in 2019 and the Trend from 2013 to 2019
Wanying WANG ; Huixin SUN ; Maoxiang ZHANG ; Haihan JIA ; Min ZHAO ; Guohong GAO ; Bingbing SONG
China Cancer 2025;34(5):368-376
[Purpose]To analyze the incidence and mortality of malignant tumors in cancer regis-tration areas of Heilongjiang Province in 2019 and the trend from 2013 to 2019.[Methods]The incidence and mortality data of malignant tumors reported by the Heilongjiang provincial cancer registries from 2013 to 2019 were collected,and the quality of data was assessed.The crude in-cidence/mortality rate,age-standardized incidence/mortality rate by Chinese standard population(ASIRC/ASMRC)and world standard population(ASIRW/ASMRW),0~74 years old cumulative rate were calculated.Joinpoint 4.6.0 software was used to calculate the average annual percentage change(AAPC)of ASIRC/ASMRC for the trend analysis from 2013 to 2019.[Results]In 2019,there were 16 732 new cases of malignant tumors in the cancer registration areas of Heilongjiang Province,including 8 639 males and 8 093 females.The crude incidence rate was 295.37/105,with an ASIRC and ASIRW of 167.10/105 and 164.18/105,respectively.There were 10 988 malig-nant tumor deaths,including 6 540 males and 4 448 females.The crude mortality rate was 193.97/105,with an ASMRC and ASMRW of 101.22/105 and 101.66/105,respectively.The inci-dence and mortality of malignant tumors increased rapidly after the age of 55,and the incidence and mortality of males were slightly higher than those of females.The top five malignant tumors of high incidence were lung cancer,female breast cancer,colorectal cancer,liver cancer and thy-roid cancer,and the top five malignant tumors of high mortality were lung cancer,liver cancer,colorectal cancer,stomach cancer and female breast cancer.From 2013 to 2019,the ASIRC of malignant tumors in cancer registration areas increased from 153.08/105 in 2013 to 167.10/105 in 2019,and the ASMRC increased from 92.22/105 in 2013 to 101.22/105 in 2019,but there was no statistical difference in the change trend.[Conclusion]The incidence and mortality of malignant tumors in Heilongjiang Province remain high.Lung cancer,female breast cancer,colorectal can-cer,liver cancer and stomach cancer should be the focus of cancer prevention and control.
5.Stearic acid affects the expression of IL-17 in CD4+T cells from ketosis cows through CD36
Ziwei JI ; Siyao LI ; Haixin ZHANG ; Ziwei LI ; Shangmingzhu ZHANG ; Wei YANG ; Chuang XU ; Bingbing ZHANG
Chinese Journal of Veterinary Science 2025;45(3):602-610
The peripheral blood of healthy or ketosis dairy cows was collected,and CD4+T cells were isolated.The expressions of lipid synthesis related proteins fatty acid synthase(FASN),acetyl coenzyme A carboxylase 1(ACC1),cluster of differentiation 36(CD36)and store-operated calcium entry(SOCE)related proteins ORAIl,ORAI2,ORAI3,STIM1,STIM2 were detected by Western blot.IL-17 cells were detected by flow cytometry.CD4+T cells were isolated from the spleen of 1-day-old calves and cultured in vitro.Cells were treated and divided into control(Ctrl)group,si-lenced CD36(siCD36)group,stearic acid(SA)group,and SA+siCD36 group.Cells in the Ctrl and SA groups were transfected with 75 pmol/L negative control siRNA for 48 h,and then stimulated with 200 μmol/L SA for 24 h;Cells in the siCD36 group and SA+siCD36 group were transfected with 75 pmol/L CD36 siRNA for 48 h,and then stimulated with 200 μmol/L SA for 24 h in the SA+siCD36 group.The protein expression of FASN,CD36,ACC1,ORAI1,ORAI2,ORAI3,STIM1 and STIM2 was detected by Western blot,and IL-17 cells were detected by flow cytometry.The results showed that the expression of IL-17 in peripheral blood CD4+T cells of ketosis dairy cows was significantly increased compared to that of healthy cows(P<0.01).Additionally,the protein level of FASN,CD36,STIM1(P<0.05),and ACC1,ORAI2,ORAI3,STIM2(P<0.01)were up-regulated.Compared with the Ctrl group,the protein expression levels of CD36,ACC1 and ORAI3(P<0.05)were up-regulated in the SA group,as well as the protein expression of FASN and STIM1(P<0.01).Additionally,the expression of IL-17 was significantly increased(P<0.05).Compared with the SA group,there was a decrease in the protein expression of STIM1,ORAI1(P<0.05)and CD36,ACC1,FASN,ORAI2(P<0.01)in the siCD36+SA group,as well as IL-17(P<0.05).These results suggest that SA can promote the expression of IL-17 in CD4+T cells in ketosis cows by regulating fatty acid synthesis and activating SOCE channels through CD36.
6.Clinical characteristics and genetic analysis of autosomal dominant lateral temporal lobe epilepsy caused by MICAL1 gene variation
Daoqi MEI ; Ang MA ; Bingbing ZHANG ; Xiaoyan SHI ; Manli WANG ; Liya ZHANG ; Jihong TANG
Chinese Journal of Neurology 2025;58(3):292-298
Objective:To investigate the clinical and genetic variation characteristics of a child with autosomal dominant lateral temporal lobe epilepsy caused by de novo variation of the MICAL1 gene. Methods:Clinical data of the patient with autosomal dominant lateral temporal lobe epilepsy caused by MICAL1 gene variation diagnosed in Children′s Hospital of Soochow University in August 2019 were collected. The whole exome sequencing was performed on the core members of the family, and the characteristics of gene variations were analyzed. Results:The proband, a 10 years and 5 months old boy, was admitted to the hospital because of "intermittent convulsions for 7 years". The clinical manifestations included focal or generalized tonic-clonic seizures and hearing aura, with normal language and intellectual development. No abnormalities were found in the T 1 and fluid attenuated inversion recovery sequences of the cranial 3.0 T magnetic resonance imaging and 3D thin-slice magnetic resonance imaging.Long-range video electroencephalogram showed the distribution of spinous and slow spinous waves in the left frontal and temporal areas. The results of whole exome gene sequencing in the core family members showed heterozygous de novo missense variation in the MICAL1 gene of the proband (NM_022765): c.763G>T(exon6)(p.Val255Leu) that had not been reported. According to American College of Medical Genetics and Genomics and Association for Molecular Pathology guidelines (2015), the mutation was considered potentially pathogenic. The application of antiepileptic drugs was effective in controlling epileptic seizures. Conclusions:Auditory symptoms are main clinical manifestations for the child with autosomal dominant lateral temporal lobe epilepsy. Antiepileptic drugs can effectively control epileptic seizures of the child, and the MICAL1 gene c.763G>T (p.Val255Leu) mutation is the genetic cause of the proband.
7.Clinical phenotype and genetic analysis of children with developmental epileptic encephalopathy type 17 caused by GNAO1 gene mutation
Daoqi MEI ; Yu GU ; Shiyue MEI ; Bingbing ZHANG ; Liya ZHANG ; Manli WANG ; Yan LI ; Jihong TANG
Chinese Journal of Neurology 2025;58(9):971-980
Objective:To summarize the clinical characteristics of 5 children with developmental epileptic encephalopathy type 17 (DEE17) caused by GNAO1 gene variants confirmed by whole-exome sequencing and analyze the features of their genetic variants. Methods:A retrospective analysis was conducted on the clinical data of 5 children diagnosed with GNAO1-related DEE17 in the Department of Neurology, Children′s Hospital of Soochow University from January 2019 to October 2024. Their clinical features, genetic testing results, neuroimaging findings, electroencephalogram (EEG) results, and treatment regimens were summarized. Follow-up was performed via telephone or outpatient visits. Results:Among the 5 diagnosed children (3 males, 2 females), the age of onset ranged from 2 days to 2 years, and the age at diagnosis ranged from 2 days to 6 years. Four children presented with seizures in the neonatal or infantile period, manifesting as hypotonia, developmental delay, and seizure types including generalized tonic-clonic, myoclonic, and epileptic spasms. One child had a later onset at 2 years, presenting with language delay, intellectual disability, and involuntary movements, followed by seizures at 6 years, including focal and generalized tonic-clonic seizures. Genetic testing revealed de novo heterozygous missense variants in GNAO1 in all 5 cases: c.119G>C (p.G40A), c.808A>C (p.N270H), c.808A>G (p.N270D), c.118G>C (p.G40R), and c.17G>T (p.S6I). Among these variants, c.119G>C and c.17G>T were previously unreported pathogenic variants. Neuroimaging showed nonspecific changes in 3 children (widened frontal-temporal subarachnoid space, delayed myelination) and abnormal white matter signals in 2 cases. Long-term video-EEG revealed abnormal discharges and background slowing in all cases: multifocal discharges in 4 cases and focal epileptiform discharges (left mid-temporal) in 1 case. Clinical seizures were captured in 3 cases: 1 with a burst-suppression pattern and 2 with hypsarrhythmia. All patients received 3 or more antiseizure medications. Four cases (cases 1-4) responded well to topiramate combination therapy, with 2 cases (cases 1, 2) achieving complete seizure freedom and 2 cases (cases 3, 4) experiencing more than a 50% reduction in seizures. One child (case 3) achieved seizure control with an adjunctive ketogenic diet. The late-onset case (case 5) required a combination of levetiracetam, oxcarbazepine, and valproate for seizure management. Conclusions:GNAO1 variants can lead to DEE17 with diverse seizure types, often requiring multiple antiseizure medications, among which topiramate is effective. Early-onset cases typically present with seizures and developmental delay, while late-onset cases may exhibit language delay, intellectual disability, movement disorders, and refractory epilepsy. Genetic testing should be performed early for timely diagnosis.
8.Study on the correlation between high expression of GIT1 and M2 macrophage infiltration and prognosis in hepatocellular carcinoma
Bingbing SU ; Chi ZHANG ; Baosen WEI ; Jun CAO ; Rui PENG ; Daoyuan TU ; Guoqing JIANG ; Shengjie JIN ; Dousheng BAI
Chinese Journal of Hepatology 2025;33(3):237-247
Objective:To investigate the expression, prognosis, and role of G protein-coupled receptor kinase-interacting protein 1 (GIT1) in patients with hepatocellular carcinoma (HCC) tumor micro environments.Methods:Clinical data of 140 cases who underwent complete HCC surgical resection from January 2015 to December 2021 in Subei People's Hospital affiliated to Yangzhou University, Jiangsu Province, were included. Tumor tissue and adjacent tissue samples were collected for immunohistochemical analysis. The patients were divided into a high expression group and a low expression group according to the expression of GIT1. Cox regression was used to analyze the risk factors for prognosis in patients with HCC. Fifteen pairs of cancer tissues and adjacent tissues were randomly matched for quantitative polymerase chain reaction (RT-PCR), western blot (WB), and immunohistochemical analysis. GITI knockout or overexpression cell lines of human hepatoma cell lines HepG2, HuH7 and MHCC97-H, and mouse hepatoma cell line Hepa 1-6 were constructed. The effects on M2 macrophage polarization were analyzed by flow cytometry. A mice tumor model was constructed. The growth curve of tumor tissue overexpressing GIT1 was plotted. Bioinformatics analysis of the Cancer Genome Atlas (TCGA) data was performed using OncoLnc, Kaplan-Meier Plotter, UALCAN, and GEPIA databases to explore the differential expression of GIT1 in HCC patients and its effect on prognosis.Results:Bioinformatics analysis showed that the expression level of GIT1 was significantly higher in HCC tissues than in normal liver tissues ( P<0.05). RT-PCR and WB experiments showed that GIT1 was highly expressed in HCC. The follow-up results showed that high expression of GIT1 was associated with poor prognosis in patients with HCC. The high expression of GIT1 was an independent risk factor for the prognosis in patients with HCC ( HR=2.562, 95% CI: 0.231-0.704, P<0.05). Functional enrichment analysis combined with TIMER database analysis found that GIT1 expression level was associated with multiple immune cell infiltrations in HCC, but the correlation coefficient with macrophage infiltration was the highest ( r=0.545, P<0.001). Mice tumorigenesis experiments showed that the tumor volume of GIT1-overexpressing mice was significantly increased ( P<0.05). Additionally, flow cytometry indicated that after GIT1 overexpression, there was a low degree of M1 infiltration/polarization (wild type: 5.06%±0.11%, overexpression type: 4.09%±0.04%; P<0.05) and a high degree of M2 infiltration/polarization (wild type: 10.20%±0.33%, overexpression type: 14.7%±0.12%; P<0.05). Conclusion:GIT1 serves as a prognostic biomarker in HCC, promoting tumor progression through its high expression and enhances M2 macrophage infiltration.
9.Analysis of the Construction and Path of China's Hospital Digital Transformation Model Based on the Multiple Case Study
Mengke YANG ; Sisi CHEN ; Jie XIN ; Yong GAO ; Hui XIAO ; Bingbing TUO ; Zhuxin YAO ; Zhiguo ZHANG ; Lining SHEN
Chinese Hospital Management 2025;45(5):39-44,53
Objective To investigate the drivers,stakeholders,core tasks,and differentiated development models of digital transformation in Chinese hospitals,develop a hospital digital transformation model,and propose advancement pathways.Methods Leveraging ROCCIPI theory,socio-technical systems theory,and social network theory,a multiple case study approach was employed to analyze four representative Chinese hospitals,examining the driving factors,social network relationship,and core tasks of digital transformation.Results Hospital digital transformation is a complex process driven by regulations,opportunities,and capabilities,requiring efficient collaboration among stakeholders focused on patient services,clinical operations,hospital management,and security.It identified three development models-ecology-oriented,regional integration,and grassroots enhancement—based on the distinct characteristics of the hospitals.A theoretical model for digital transformation in four Chinese hospitals was developed,along with proposed pathways and strategies.Conclusion It presents a digital transformation model and advancement pathways for hospitals through multiple case analyses,addressing the limited perspectives of existing research and providing a reference for practice.
10.The relationship between triglyceride glucose body mass index,high density lipoprotein cholesterol to apolipoprotein A ratio,glycemic risk index and diabetic retinopathy
Yuan SUI ; Bingbing JIANG ; Xiaomei GOU ; Jingwen SUN ; Chengsen ZHANG
Tianjin Medical Journal 2025;53(1):93-97
Objective To investigate the relationship between triglyceride glucose body mass index(TyG-BMI),high density lipoprotein cholesterol to Apolipoprotein A ratio(HAR),glycemic risk index(GRI)and diabetic retinopathy(DR).Methods A total of 159 patients with type 2 diabetes mellitus(T2DM)complicated with DR(the DR group)were divided into the non-proliferative retinopathy group(NPDR group,66 cases)and the proliferative retinopathy group(PDR group,93 cases)according to DR international clinical grading criteria,and 159 T2DM patients without DR were selected as the control group.Clinical information and baseline laboratory test results were recorded,and TyG-BMI,HAR and GRI were calculated.Multivariate Logistic regression analysis was conducted to analyze the related factors of the incidence of DR,and receiver operating characteristic(ROC)curve was used to analyze the diagnostic value of TyG-BMI,HAR and GRI for DR.Results The duration of T2DM,the proportion of hypertension,diabetic nephropathy and diabetic foot,levels of HbA1c,homeostasis model insulin resistance index(HOMA-IR),total cholesterol(TC),C-reactive protein(CRP),TyG-BMI,HAR and GRI were higher in the DR group than those in the control group(P<0.05).TyG-BMI,HAR and GRI were higher in the PDR group than those in the NPDR group(P<0.05).Multivariate Logistic regression analysis showed that the longer course of T2DM disease[OR(95%CI):2.781(1.398-5.534)],high TyG-BMI[2.036(1.169-3.546)],high HAR[1.890(1.090-3.280)]and high GRI[1.836(1.065-3.167)]were risk factors for DR(P<0.05).ROC curve analysis results showed that,the area under the curve(AUC)of combined TyG-BMI,HAR and GRI diagnosis of DR was higher than that of single diagnosis[0.940(0.908-0.964),0.864(0.821-0.900),0.796(0.747-0.839)and 0.836(0.790-0.875),all P<0.05].Conclusion The increased TyG-BMI,HAR and GRI in T2DM patients is associated with the onset and severity of DR,and which can be used to assess the risk of DR.

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