非酒精性脂肪性肝病与10年动脉粥样硬化性心血管疾病风险评分的关联性:基于中介效应模型的分析

Relationship between non-alcoholic fatty liver disease and 10-year risk prediction of atherosclerotic cardiovascular disease : an analysis based on mediation effect model

  • 摘要:
    目的 构建非酒精性脂肪性肝病(NAFLD)→甘油三酯葡萄糖指数(TyG指数)/白细胞计数(WBC)→10年动脉粥样硬化性心血管疾病风险(ASCVD)中介效应模型,阐述NAFLD与10年ASCVD风险的关联性,为其治疗提供新靶点。
    方法 纳入2019年6月至2024年6月在厦门大学附属翔安医院完成健康体检且符合入组条件的9 019例受试者。收集人口学、生化和疾病史资料。采用卡方检验和Mann-Whitney U检验分析组间差异。采用R语言中stats包的glm函数对自变量→中介变量→因变量进行线性回归分析,并使用mediation包的mediate函数构建中介效应模型。按性别、高血压和糖尿病分层进行分层分析。
    结果 纳入符合入组条件的9 019例体检者,经评估确诊NAFLD者2 844例,非NAFLD者6 175例;男性3 675例,女性5 344例。多因素线性回归分析显示,校正年龄、性别、体重指数、吸烟、高血压、糖尿病、总胆固醇和高密度脂蛋白胆固醇(HDL-C)后,NAFLD与10年ASCVD风险评分呈独立正相关(β=0.001, 95%CI 0.001~0.002, P<0.001)。中介效应分析提示,TyG指数与WBC计数在NAFLD与ASCVD风险关联中均发挥中介作用。TyG指数在NAFLD→10年ASCVD风险之间的中介效应比例为59.46%。WBC在NAFLD→10年ASCVD风险之间的中介效应比例为10.81%。按性别分层后,中介效应仅存在于女性群体。在女性中,NAFLD与ASCVD风险相关(β=0.006, 95%CI 0.005~0.007, P<0.001),TyG指数在NAFLD→10年ASCVD风险之间的中介效应比例为62.07%,WBC在NAFLD→10年ASCVD风险之间的中介效应比例为13.79%。在男性中,NAFLD与ASCVD风险的关联无统计学意义(β<0.001, 95%CI <0.001~0.001, P=0.327),故未建立有效的中介模型。进一步对女性亚组分析显示,在不同高血压状态(无高血压、高血压未治疗、高血压治疗)及无糖尿病、糖尿病治疗亚组中,TyG指数与WBC均呈现出中介效应。TyG指数和WBC在NAFLD→10年ASCVD风险之间的中介效应比例由高到低分别为无高血压组、高血压治疗组和高血压未治疗组。在糖尿病分层中,无糖尿病人群中TyG指数和WBC在NAFLD→10年ASCVD风险之间的中介效应比例高于糖尿病治疗组。
    结论 NAFLD可能通过TyG指数和WBC与10年ASCVD风险相关,特别是在女性人群中。

     

    Abstract:
    Objective To construct a mediation model of non-alcoholic fatty liver disease (NAFLD)→ triglyceride-glucose (TyG) index/white blood cell count (WBC)→10-year ASCVD risk, in order to elucidate the association between NAFLD and 10-year ASCVD risk and provide potential therapeutic targets.
    Methods A total of 9 019 subjects who completed health examinations at Xiang'an Hospital Affiliated to Xiamen University from June 2019 to June 2024 and met the inclusion criteria were included. Demographic, biochemical and disease history data were collected. The chi-square test and Mann-Whitney U test were used to analyze the differences between groups. Linear regression analysis was conducted on the independent variable→mediating variable→dependent variable using the glm function of the stats package in R language. The mediate function of the mediation package was used to build a mediation effect model. Stratified analysis was conducted by gender, hypertension and diabetes
    Results A total of 9 019 eligible participants who underwent health check-ups were included in this study. Among them, 2 844 were diagnosed with NAFLD and 6 175 were non-NAFLD subjects. There were 3 675 males and 5 344 femaless. Multivariable linear regression analysis showed that after adjusted for age, sex, body mass index, smoking status, hypertension, diabetes, total cholesterol, and high-density lipoprotein cholesterol (HDL-C), NAFLD was independently and positively associated with the 10-year ASCVD risk score (β=0.001, 95%CI 0.001 to 0.002, P< 0.001). Mediation analysis indicated that both the TyG index and WBC count played significant mediating roles in the association between NAFLD and ASCVD risk. The proportion of the effect mediated by TyG index in the pathway from NAFLD to 10-year ASCVD risk was 59.46%, and the proportion of the effect mediated by WBC was 10.81%. After stratification by gender, the mediating effect only existed in the female group. In females, NAFLD was significantly associated with the risk of ASCVD (β=0.006, 95%CI 0.005 to 0.007, P<0.001). The proportions of the effect mediated by TyG index and WBC in the NAFLD→10-year ASCVD risk pathway were 62.07% and 13.79%, respectively. In contrast, in males, the association between NAFLD and ASCVD risk was not statistically significant (β<0.001, 95%CI <0.001 to 0.001, P=0.327), consequently, a valid mediation model could not be established. Further subgroup analysis among females showed significant mediating effects of TyG and WBC across different hypertension statuses (non-hypertension, untreated hypertension, treated hypertension) and in the non-diabetes and treated diabetes subgroups. The mediation proportions for TyG and WBC in the NAFLD→ASCVD risk pathway were highest in the non-hypertension subgroup, followed by the treated hypertension subgroup, and lowest in the untreated hypertension subgroup. In the diabetes stratification, the mediation proportions for TyG and WBC were higher in the non-diabetes subgroup compared to the treated diabetes subgroup.
    Conclusion NAFLD may significantly increase the 10-year ASCVD risk through metabolic (TyG index) and inflammatory (WBC) pathways, particularly in female patients.

     

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