1.Association of triglyceride-glucose index and cardiovascular disease in a community-based Chinese cohort
Mengxi LU ; Qiuping LIU ; Tianjing ZHOU ; Xiaofei LIU ; Yexiang SUN ; Peng SHEN ; Hongbo LIN ; Xun TANG ; Pei GAO
Journal of Peking University(Health Sciences) 2025;57(3):430-435
Objective:To investigate the association between the triglyceride-glucose(TyG)index and the incidence and mortality of cardiovascular disease(CVD)in a large population-based cohort.Methods:Participants aged 40-79 years without a history of CVD at baseline were drawn from the CHi-nese Electronic health Records Research in Yinzhou(CHERRY)study between January 1,2010,and May 31,2020.The TyG index was calculated using baseline triglyceride and fasting blood glucose.Cox proportional hazards models were used to assess the association between the TyG index and the composite outcome of CVD(incidence and mortality),adjusting for age,gender,education,region,smoking sta-tus,body mass index,systolic blood pressure,and total cholesterol.Hazard ratios(HR)and 95%confi-dence intervals(CI)were calculated.Nonlinear associations between the TyG index and CVD were fur-ther evaluated using restricted cubic splines,and subgroup analyses by gender and age were conducted to explore potential differences.Results:A total of 226 406 individuals were included,with a mean age of(55.0±9.7)years at baseline,46.8%of whom were men,and a median TyG index of 8.68.Over a median follow-up of 7.99 years,9 815(4.34%)participants experienced CVD incidence or mortality.After adjusting for age,gender,education,region,smoking status,body mass index,systolic blood pressure and total cholesterol,the risk of CVD increased with higher TyG index levels(P<0.001).The risk in the highest TyG quartile(TyG>9.10)was 42%higher than in the lowest quartile(TyG ≤8.32)(HR=1.42,95%CI:1.34-1.51).Individuals under 60 years had a higher HR for CVD compared with those aged 60 years and above(HR:1.71 vs.1.27,P<0.05).Restricted cubic spline analysis revealed a reverse L-shaped association between the TyG index and CVD risk in the overall population(P<0.001 for nonlinear trend),with risk increasing after the TyG index exceeded 8.67.However,the threshold varied by gender,with a lower threshold in women(8.51)than in men(8.67).Conclusion:A significant nonlinear relationship was revealed between the TyG index and CVD risk,with a threshold effect.The risk of CVD increased once the TyG index surpassed a certain threshold,with a lower threshold in women than in men.These findings suggest that cardiovascular risk prediction and interven-tions based on the TyG index should be gender-stratified,and early intervention for individuals under 60 years old might have important public health implications.
2.Risk factors for postoperative premature epiphyseal closure in pediatric patients with distal tibial epiphyseal fractures and their predictive efficacy
Xiaofei XIE ; Xiaobo JING ; Wei MEI ; Yi SHEN ; Fuli CHENG ; Chenhui YANG ; Yi XIE ; Zilong SHEN ; Tenglong HU ; Bingbing ZHENG
Chinese Journal of Trauma 2025;41(7):669-674
Objective:To investigate the risk factors and their predictive efficacy for postoperative premature epiphyseal closure in pediatric patients with distal tibial epiphyseal fractures.Methods:A retrospective cohort study was conducted to analyze the clinical data of 216 pediatric patients with distal tibial epiphyseal fractures admitted to Zhengzhou Orthopedics Hospital from January 2018 to December 2023, including 136 males and 80 females, aged 2-16 years [11.8(9.8, 13.3)years]. Among them, 112 patients were affected on the left side and 104 on the right. According to the Salter-Harris fracture classification, the fracture was classified as type I in 14 patients, type II in 97, type III in 38, type IV in 64 and type VI in 3. According to the presence of premature epiphyseal closure after surgery, the patients were divided into premature epiphyseal closure group ( n=38) and normal epiphyseal group ( n=178). Age, gender, body mass index (BMI), injury mechanism, side of injury, Salter-Harris classification of fracture, initial displacement distance of the fracture end, medial malleolar involvement by the fracture line surgical fixation method, operation duration, reduction method, and reduction quality were recorded in the two groups. Univariate analysis and binary Logistic regression analysis were used to evaluate and determine the independent risk factors for postoperative premature physeal closure in pediatric patients with distal tibial epiphyseal fracture. The receiver operating characteristic (ROC) curve was plotted and area under the curve (AUC) was calculated to evaluate the predictive efficacy of each risk factor for the occurrence of premature physeal closure in pediatric patients with distal tibial epiphyseal fractures. Results:Univariate analysis showed the occurrence of postoperative premature epiphyseal closure of the distal tibia was associated with age, Salter-Harris fracture classification, medial malleolar involvement by the fracture line, surgical fixation method, reduction method, and reduction quality ( P<0.05), while it was not correlated with gender, BMI, injury mechanism, side of injury, initial displacement distance of the fracture end, and operation duration ( P>0.05). Multivariate binary Logistic regression analysis showed that medial malleolar involvement by the fracture line ( OR=0.18, 95% CI 0.04, 0.76, P<0.05) and reduction quality ( OR=43.18,95% CI 10.71, 174.05, P<0.01) were significantly correlated with the occurrence of postoperative premature epiphyseal closure of the distal tibia. The results of ROC curve analysis showed that medial malleolar involvement by the fracture line had limited predictive efficiency (AUC=0.53, 95% CI 0.43, 0.63), reduction quality had moderate predictive efficacy (AUC=0.81, 95% CI 0.72, 0.91), while their combination demonstrated even higher predictive efficacy (AUC=0.83, 95% CI 0.74, 0.91). Conclusions:Medial malleolar involvement by the fracture line and reduction quality are independent risk factors for postoperative premature epiphyseal closure in pediatric patients with distal tibial epiphyseal fractures. Reduction quality demonstrates good predictive efficacy, while medial malleolar involvement by the fracture line shows limited predictive value. The combination of both factors achieves even better predictive performance.
3.Effect of pegylated interferon-α-2b therapy on cytotoxicity of virus-specific CD8+ T cells in HBeAg-negative patients with chronic hepatitis B virus infection
Lei QIN ; Guangpeng LI ; Peijun SHEN ; Lanfang ZHANG ; Xiaofei YANG ; Meijuan PENG ; Ye ZHANG
Journal of Clinical Hepatology 2025;41(4):628-636
ObjectiveTo investigate the change in the activity of hepatitis B virus (HBV)-specific CD8+ T cells after pegylated interferon-α-2b (PEG-IFN-α-2b) therapy in HBeAg-negative patients with chronic HBV infection. MethodsA total of 53 HBeAg-negative patients with chronic HBV infection who attended The First Affiliated Hospital of Xinxiang Medical University and Tangdu Hospital of Air Force Mdical University from April 2020 to June 2022 were enrolled and treated with PEG-IFN-α-2b (180 μg/week, subcutaneous injection) antiviral therapy. The study endpoint was HBsAg clearance (course of treatment<48 weeks) or 48 weeks (course of treatment≥48 weeks). Peripheral blood mononuclear cells were isolated at baseline and study endpoint, and peripheral blood T cell counts were measured. Enzyme-linked immunospot assay was used to measure the frequency of HBV-specific CD8+ T cells secreting perforin, granzyme B, and interferon-γ. A total of 17 HLA-A*02-restricted patients were selected, and CD8+ T cells were purified to establish direct- and indirect-contact co-culture systems for HBV-specific CD8+ T cells and HepG2.2.15 cells. The level of lactate dehydrogenase in supernatant was measured to calculate the mortality rate of HepG2.2.15 cells, and the levels of HBV DNA, cytotoxic molecules, and cytokines in supernatant were also measured. Flow cytometry was used to measure the expression of apoptosis ligands, and the cytotoxicity of HBV-specific CD8+ T cells was evaluated. The independent samples t-test or the paired t-test was used for comparison of normally distributed continuous data between two groups, and the Mann-Whitney U test or the Wilcoxon rank-sum test was used for comparison of non-normally distributed continuous data between two groups. ResultsThe HBsAg clearance rate at study endpoint was 30.19% (16/53). There were no significant differences in peripheral blood T cell counts (CD3+, CD4+, and CD8+ T cells) between baseline and study endpoint (P>0.05). At study endpoint, there was a significant increase in the frequency of HBV-specific CD8+ T cells secreting perforin, granzyme B, and interferon-γ (U=177.50, t=11.90, U=186.50, all P<0.001), and the patients with HBsAg clearance had a significantly higher frequency of such HBV-specific CD8+ T cells than those without HBsAg clearance (U=120.50, t=2.73, U=121.50, all P<0.01). In the direct- and indirect-contact co-culture systems at study endpoint, HBV-specific CD8+ T cells induced a significant reduction in HBV DNA in the supernatant of HepG2.2.15 cells (all P<0.001) and significant increases in the secretion of interferon-γ and tumor necrosis factor-α (all P<0.05); in the direct-contact co-culture system, HBV-specific CD8+ T cells induced significant increases in the mortality rate of HepG2.2.15 cells (13.62%±3.27% vs 11.39%±2.40%, t=2.27, P=0.030) and the secretion of perforin and granzyme B (t=72.50, U=52.50, both P<0.05). In the direct- and indirect-contact co-culture systems, compared with HBV-specific CD8+ T cells from the patients without HBsAg clearance, the HBV-specific CD8+ T cells from patients with HBsAg clearance had a significantly greater reduction in HBV DNA (P<0.05) and significant increases in the secretion of interferon-γ and tumor necrosis factor-α (P<0.05). ConclusionPEG-IFN-α-2b therapy can help to achieve a relatively high HBsAg clearance rate in HBeAg-negative patients with chronic HBV infection, and the activity of HBV-specific CD8+ T cells is significantly enhanced, which is closely associated with HBsAg clearance.
4.Factor analysis of pulmonary multidrug-resistant Escherichia coli infection in patients with active tuberculosis
Xiaofei Shen ; Yaxue Liang ; Wenjuan Xia ; Xiaoyun Fan
Acta Universitatis Medicinalis Anhui 2025;60(2):338-343
Objective :
To analyze the influencing factors associated with the coexistence of multidrug-resistantEscherichia coli(MDR-ECO) infection and active tuberculosis(ATB) in patients with lung infections.
Methods:
A total of 204 hospitalized patients with lung infections caused by MDR-ECO were enrolled. Among them, patients with coexisting ATB were identified and assigned to the observation group. Univariate and multivariate Logistic regression analysis were performed to identify the risk factors for the coexistence of MDR-ECO lung infection and ATB.
Results :
Factors such as patient age, neutrophil count, hemoglobin level, malignancy, rheumatoid arthritis, history of antibiotic exposure, and history of surgery within the past year were found to be influencing factors for the coexistence of MDR-ECO lung infection and ATB(allP<0.05). Specifically, advanced age(95%CI: 0.949-0.992,P=0.008), decreased neutrophils(95%CI: 0.750-0.922,P<0.001), and a history of antibiotic exposure(95%CI: 1.202-2.596,P=0.004) were identified as risk factors.
Conclusion
Some patients with MDR-ECO lung infections are prone to coexisting with ATB. Therefore, it is recommended to strengthen ATB screening among high-risk patients, including those at peak ages for susceptibility, with low neutrophil counts, and with a history of antibiotic exposure.
5.Analysis on current status and outcomes of comprehensive control of cardiovascular disease risk factors based on community population cohort
Caixia SU ; Xiaofei LIU ; Peng SHEN ; Yexiang SUN ; Tianjing ZHOU ; Ting WANG ; Qi CHEN ; Hongbo LIN ; Xun TANG ; Pei GAO
Chinese Journal of Epidemiology 2025;46(5):768-775
Objectives:To describe the use of antihypertensive, antidiabetic and lipid-lowering drugs, and evaluate the effects on blood pressure, blood glucose and blood lipids controls required by Chinese Guideline on the Primary Prevention of Cardiovascular Diseases (the guideline) in a community-based cohort of individuals at high risk for cardiovascular disease. To analyze the association of the uses of antihypertensive, antidiabetic and lipid-lowering drugs, and the comprehensive control of blood pressure, blood glucose and blood lipids with cardiovascular disease. Methods:From the CHinese Electronic health Records Research in Yinzhou (CHERRY), those who were at high risk for cardiovascular disease and aged 40-75 years as of January 1, 2013 in in Yinzhou District of Ningbo, Zhejiang Province were selected as study subjects. The information about their antihypertensive, antidiabetic, and lipid-lowering drug uses between 2013 and 2015 was collected, and blood pressure, blood glucose, and blood lipid measurements were conducted during the follow-up. The study constructed two kinds of comprehensive scores: the comprehensive medication score based on the guideline requirement for the treatment of hypertension, diabetes and hyperlipidemia, dividing the study participants into the compliancy group and non-compliancy group; and the comprehensive control score based on the guideline requirement for blood pressure, blood glucose, and blood lipids control, dividing the study participants into better control group, moderate control group, and poor control group. Cox proportional hazards regression model was used to analyze the association of the comprehensive medication score and comprehensive control score with cardiovascular disease. The incidence data of cardiovascular disease were collected from January 1, 2015 (baseline time) to August 31, 2020 (follow up end time).Results:A total of 79 734 participants at high risk for cardiovascular disease were included in the study, in whom 68.4%, 27.4%, and 4.2% had 1, 2, or 3 cardiometabolic conditions (hypertension, diabetes, or hyperlipidemia), respectively. In the participants with hypertension, diabetes, and hyperlipidemia from 2013 to 2015, the proportions of those who had two years of medication compliancy records were 66.0%, 67.4%, and 13.9%, respectively. In the hypertension patients, 59.2% had better blood pressure control, in the diabetes patients, 28.7% had better blood glucose control, and in the patients with hyperlipidemia, 27.4% had better blood lipid control. After a median follow-up of 5.66 years, 4 088 cardiovascular disease cases or deaths occurred. After multivariate adjustment, compared with the non-compliancy group, the compliancy group had lower risk for cardiovascular disease ( HR=0.91, 95% CI: 0.85-0.96). Compared with the better control group, the poor control group had an increased risk for cardiovascular disease ( HR=1.67, 95% CI: 1.53-1.81). In the moderate control group, the risk increased significantly in the diabetes patients ( HR=1.29, 95% CI: 1.07-1.56), while no additional risk for cardiovascular disease was observed in non-diabetes patients ( HR=1.06, 95% CI: 0.97-1.16). Conclusions:Compliancy to the medication required by the guideline is associated with lower risk for cardiovascular disease. However, it is still necessary to improve the medication compliancy in people at high risk in primary prevention, especially in the patients with hyperlipidemia, due to their low taking rate of lipid-lowering drugs. Additionally, as the requirement of the guideline becomes more stringent, the management of disease has met more challenges. Notably, diabetes patients who have not met the guideline requirement are at high risk for cardiovascular disease, to whom the disease management should be strengthened.
6.Research progress on risk factors and treatment of thromboembolism caused by Mycoplasma pneumoniae infection in children
Xiaofei TIAN ; Xiaodong WANG ; Kaining SHEN
Chinese Pediatric Emergency Medicine 2025;32(11):858-862
The risk factors for thromboembolism caused by Mycoplasma pneumoniae infection include severe Mycoplasma pneumoniae pneumonia,elevated D-dimer levels,abnormal inflammatory markers,platelet abnormalities,lung consolidation,lung necrosis and pleural effusion,and so on.In terms of treatment,tetracycline and quinolone antibiotics have shown new advantages in addressing the recent prevalence of macrolide resistant mycoplasma.Regarding anticoagulant therapy,direct oral anticoagulants represented by rivaroxaban have significant advantages and are safe in children's medication.In addition,the application of traditional Chinese medicine for promoting blood circulation and removing blood stasis needs to be developed.The identification and intervention of risk factors related to coagulation disorders and thromboembolism caused by Mycoplasma pneumoniae infection can help improve treatment effectiveness.
7.Effectiveness and safety of sodium citrate anticoagulation versus systemic heparin anticoagulation during continuous blood purification therapy in critically ill children in a single center in Shanghai,China
Yu LEI ; Jiayun YING ; Guoping LU ; Ling CHEN ; Jingli SHEN ; Xiaofei LIN ; Weiming CHEN
Chinese Pediatric Emergency Medicine 2025;32(9):649-655
Objective:To explore the effectiveness and safety of different anticoagulation strategies during continuous blood purification (CBP) treatment,providing a reference for anticoagulation strategies in critically ill children undergoing CBP.Methods:A retrospective study was conducted,including children admitted to the PICU of Children's Hospital of Fudan University from January 2019 to December 2024.According to the anticoagulation methods used during CBP treatment,patients were divided into the sodium citrate group and the heparin group.CBP was performed using continuous venovenous hemofiltration or continuous venovenous hemodialysis filtration mode,with a blood flow rate of 3-5 mL/(kg·min),replacement fluid rate of 30-50 mL/(kg·h),and dialysis fluid rate of 20-30 mL/(kg·h).The filter lifespan,28-day all-cause mortality,total length of hospital stay,PICU stay duration,adverse events,and associated costs were compared between the two groups.Results:A total of 221 children were included (105 in the sodium citrate group and 116 in the heparin group),with a cumulative use of 666 filters (284 in the sodium citrate group and 382 in the heparin group).(1) There were no statistically significant differences in general data,including age,sex ratio,underlying diseases,the ratio and duration of invasive mechanical ventilation,vasopressor scores at baseline,and indications for CBP between the two groups (all P>0.05).(2) The filter lifespan was 20(14,32) hours for the sodium citrate group and 21(13,35) hours for the heparin group,with no statistically significant difference between the two groups ( P>0.05); the proportion of accidental downstroke was 2.8% and 6.5%,respectively,with a statistically significant difference ( P=0.029); among the 221 children,86 died,with 38 deaths (35.2%) in the sodium citrate group and 49 deaths (38.9%) in the heparin group,showing no statistically significant difference.(3) The sodium citrate group had a higher incidence of metabolic alkalosis,hypocalcemia,and sodium citrate accumulation (44.4% vs. 1.6%,32.7% vs 9.4%,7.7% vs 0,all P<0.01); the heparin group had a greater proportion of bleeding (6.0% vs. 2.9%) and was more likely to develop heparin-induced thrombocytopenia (10.2% vs. 0, P<0.01).(4) The total hospitalization costs for the sodium citrate group were significantly higher than for the heparin group (200 327 yuan vs. 152 077 yuan, P=0.05); costs related to the use of anticoagulants and monitoring indicators during CBP treatment were also higher in the sodium citrate group (2 479 yuan vs. 682 yuan, P<0.01). Conclusions:Sodium citrate is a safe and effective anticoagulation method for critically ill children undergoing CBP,which can reduce the risk of filter clotting compared to systemic heparin anticoagulation.
8.Treatment of femoral head chondroblastoma in children and adolescents by curettage and bone grafting via the fovea of femoral head through the surgical hip dislocation approach
Yi XIE ; Xiaobo JING ; Fuli CHENG ; Zilong SHEN ; Chenhui YANG ; Yi SHEN ; Xiaofei XIE ; Bingbing ZHENG
Chinese Journal of Applied Clinical Pediatrics 2025;40(12):946-949
Objective:To investigate the clinical effectiveness of tumor lesion curettage and allogeneic bone grafting via the fovea of femoral head through the surgical hip dislocation approach in children and adolescents with femoral head chondroblastoma (FHCB).Methods:Case series study.The clinical data of 7 FHCB patients [3 males and 4 females with a mean age of 13.7 years (11-19 years)] treated at the Department of Pediatric Orthopedics, Zhengzhou Orthopedic Hospital from January 2016 to March 2023 were retrospectively analyzed.All patients underwent lesion curettage and allogeneic bone grafting via the fovea of femoral head through the surgical hip dislocation approach.The healing, local recurrence and complications were assessed via clinical and radiological tests.Functional outcomes were evaluated using the Musculoskeletal Tumour Society (MSTS) scoring system.A paired t-test was used to compare the MSTS scores before the operation and at the final follow-up. Results:All patients were followed up for 30 months on average (18-48 months).The average healing time for bone grafting was 4.9 (3-8) months.Local recurrence and serious postoperative complications such as avascular necrosis of femoral head, secondary osteoarthritis, ectopic ossification and nonunion of greater trochanter osteotomy end were not observed in all patients up to the last follow-up.The average MSTS score at the last follow-up was (29.14±0.45) points.Conclusions:Curettage and bone grafting via the fovea of femoral head through the surgical hip dislocation approach is effective and safe in the treatment of FHCB in children and adolescents.This method can maintain the integrity of the articular surface and growth plate, and also preserve the blood supply of the femoral head and the normal function of the hip joint, with satisfactory short-term effects.
9.Analysis on current status and outcomes of comprehensive control of cardiovascular disease risk factors based on community population cohort
Caixia SU ; Xiaofei LIU ; Peng SHEN ; Yexiang SUN ; Tianjing ZHOU ; Ting WANG ; Qi CHEN ; Hongbo LIN ; Xun TANG ; Pei GAO
Chinese Journal of Epidemiology 2025;46(5):768-775
Objectives:To describe the use of antihypertensive, antidiabetic and lipid-lowering drugs, and evaluate the effects on blood pressure, blood glucose and blood lipids controls required by Chinese Guideline on the Primary Prevention of Cardiovascular Diseases (the guideline) in a community-based cohort of individuals at high risk for cardiovascular disease. To analyze the association of the uses of antihypertensive, antidiabetic and lipid-lowering drugs, and the comprehensive control of blood pressure, blood glucose and blood lipids with cardiovascular disease. Methods:From the CHinese Electronic health Records Research in Yinzhou (CHERRY), those who were at high risk for cardiovascular disease and aged 40-75 years as of January 1, 2013 in in Yinzhou District of Ningbo, Zhejiang Province were selected as study subjects. The information about their antihypertensive, antidiabetic, and lipid-lowering drug uses between 2013 and 2015 was collected, and blood pressure, blood glucose, and blood lipid measurements were conducted during the follow-up. The study constructed two kinds of comprehensive scores: the comprehensive medication score based on the guideline requirement for the treatment of hypertension, diabetes and hyperlipidemia, dividing the study participants into the compliancy group and non-compliancy group; and the comprehensive control score based on the guideline requirement for blood pressure, blood glucose, and blood lipids control, dividing the study participants into better control group, moderate control group, and poor control group. Cox proportional hazards regression model was used to analyze the association of the comprehensive medication score and comprehensive control score with cardiovascular disease. The incidence data of cardiovascular disease were collected from January 1, 2015 (baseline time) to August 31, 2020 (follow up end time).Results:A total of 79 734 participants at high risk for cardiovascular disease were included in the study, in whom 68.4%, 27.4%, and 4.2% had 1, 2, or 3 cardiometabolic conditions (hypertension, diabetes, or hyperlipidemia), respectively. In the participants with hypertension, diabetes, and hyperlipidemia from 2013 to 2015, the proportions of those who had two years of medication compliancy records were 66.0%, 67.4%, and 13.9%, respectively. In the hypertension patients, 59.2% had better blood pressure control, in the diabetes patients, 28.7% had better blood glucose control, and in the patients with hyperlipidemia, 27.4% had better blood lipid control. After a median follow-up of 5.66 years, 4 088 cardiovascular disease cases or deaths occurred. After multivariate adjustment, compared with the non-compliancy group, the compliancy group had lower risk for cardiovascular disease ( HR=0.91, 95% CI: 0.85-0.96). Compared with the better control group, the poor control group had an increased risk for cardiovascular disease ( HR=1.67, 95% CI: 1.53-1.81). In the moderate control group, the risk increased significantly in the diabetes patients ( HR=1.29, 95% CI: 1.07-1.56), while no additional risk for cardiovascular disease was observed in non-diabetes patients ( HR=1.06, 95% CI: 0.97-1.16). Conclusions:Compliancy to the medication required by the guideline is associated with lower risk for cardiovascular disease. However, it is still necessary to improve the medication compliancy in people at high risk in primary prevention, especially in the patients with hyperlipidemia, due to their low taking rate of lipid-lowering drugs. Additionally, as the requirement of the guideline becomes more stringent, the management of disease has met more challenges. Notably, diabetes patients who have not met the guideline requirement are at high risk for cardiovascular disease, to whom the disease management should be strengthened.
10.Association of triglyceride-glucose index and cardiovascular disease in a community-based Chinese cohort
Mengxi LU ; Qiuping LIU ; Tianjing ZHOU ; Xiaofei LIU ; Yexiang SUN ; Peng SHEN ; Hongbo LIN ; Xun TANG ; Pei GAO
Journal of Peking University(Health Sciences) 2025;57(3):430-435
Objective:To investigate the association between the triglyceride-glucose(TyG)index and the incidence and mortality of cardiovascular disease(CVD)in a large population-based cohort.Methods:Participants aged 40-79 years without a history of CVD at baseline were drawn from the CHi-nese Electronic health Records Research in Yinzhou(CHERRY)study between January 1,2010,and May 31,2020.The TyG index was calculated using baseline triglyceride and fasting blood glucose.Cox proportional hazards models were used to assess the association between the TyG index and the composite outcome of CVD(incidence and mortality),adjusting for age,gender,education,region,smoking sta-tus,body mass index,systolic blood pressure,and total cholesterol.Hazard ratios(HR)and 95%confi-dence intervals(CI)were calculated.Nonlinear associations between the TyG index and CVD were fur-ther evaluated using restricted cubic splines,and subgroup analyses by gender and age were conducted to explore potential differences.Results:A total of 226 406 individuals were included,with a mean age of(55.0±9.7)years at baseline,46.8%of whom were men,and a median TyG index of 8.68.Over a median follow-up of 7.99 years,9 815(4.34%)participants experienced CVD incidence or mortality.After adjusting for age,gender,education,region,smoking status,body mass index,systolic blood pressure and total cholesterol,the risk of CVD increased with higher TyG index levels(P<0.001).The risk in the highest TyG quartile(TyG>9.10)was 42%higher than in the lowest quartile(TyG ≤8.32)(HR=1.42,95%CI:1.34-1.51).Individuals under 60 years had a higher HR for CVD compared with those aged 60 years and above(HR:1.71 vs.1.27,P<0.05).Restricted cubic spline analysis revealed a reverse L-shaped association between the TyG index and CVD risk in the overall population(P<0.001 for nonlinear trend),with risk increasing after the TyG index exceeded 8.67.However,the threshold varied by gender,with a lower threshold in women(8.51)than in men(8.67).Conclusion:A significant nonlinear relationship was revealed between the TyG index and CVD risk,with a threshold effect.The risk of CVD increased once the TyG index surpassed a certain threshold,with a lower threshold in women than in men.These findings suggest that cardiovascular risk prediction and interven-tions based on the TyG index should be gender-stratified,and early intervention for individuals under 60 years old might have important public health implications.


Result Analysis
Print
Save
E-mail