中国全科医学 ›› 2026, Vol. 29 ›› Issue (23): 3261-3267.DOI: 10.12114/j.issn.1007-9572.2025.0540

所属专题: 社区卫生服务最新研究合辑

• 专题研究·代谢相关脂肪性肝病 • 上一篇    下一篇

心脏代谢指数与社区人群老年代谢相关脂肪性肝病患者发生高血压的相关性:一项前瞻性队列研究

张文政1, 张红灵2,*()   

  1. 1.030001 山西省太原市,山西医科大学
    2.030001 山西省太原市,山西医科大学第一医院全科医疗科
  • 收稿日期:2025-12-29 修回日期:2026-05-07 出版日期:2026-08-15 发布日期:2026-07-03
  • 通讯作者: 张红灵

  • 作者贡献:

    张文政提出研究目的与研究理念并负责研究设计、数据收集与整理、统计分析、图表绘制、论文撰写;张红灵负责研究思路修改、论文指导、文章质量控制与管理。

Association between Cardiometabolic Index and Hypertension in Elderly Patients with Metabolic Associated Fatty Liver Disease in the Community Population: a Prospective Cohort Study

ZHANG Wenzheng1, ZHANG Hongling2,*()   

  1. 1. Shanxi Medical University, Taiyuan 030001, China
    2. Department of General Practice, First Hospital of Shanxi Medical University, Taiyuan 030001, China
  • Received:2025-12-29 Revised:2026-05-07 Published:2026-08-15 Online:2026-07-03
  • Contact: ZHANG Hongling

摘要: 背景 代谢相关脂肪性肝病(MAFLD)和高血压是老年人常见的慢性疾病,既往研究发现两者与代谢功能障碍高度相关。心脏代谢指数(CMI)是评估人体内脏脂肪分布和代谢功能状态的综合指标,CMI与老年MAFLD患者发生高血压的相关性有待研究。 目的 探讨CMI与老年MAFLD患者发生高血压的相关性,评估CMI对老年MAFLD患者发生高血压的预测效能。 方法 选取2021年在长治市人民医院英中社区卫生服务中心和紫金社区卫生服务中心体检诊断为MAFLD的老年非高血压患者,2022—2024年对该人群进行调查随访,最终将完成随访的426例老年MAFLD患者纳入本研究。收集研究对象基本信息和相关临床资料,计算CMI,按照CMI三分位数将研究对象分为T1组(CMI<0.467,n=141)、T2组(0.467≤CMI<0.758,n=142)、T3组(CMI≥0.758,n=143),并根据随访期间是否发生高血压事件将研究对象分为非高血压组(n=355)和高血压组(n=71)。绘制Kaplan-Meier曲线,分析不同CMI分组的老年MAFLD患者发生高血压的累积风险,并通过Log-rank检验比较组间差异。采用多因素Cox比例风险回归和限制性立方样条(RCS)分析CMI与老年MAFLD患者发生高血压的关系,采用性别分层分析和敏感性分析检验该关系的稳定性,并通过绘制时间依赖性受试者工作特征(ROC)曲线分析CMI对老年MAFLD患者发生高血压的预测效能。 结果 本研究中位随访36.00(27.75,38.00)个月,共71例(16.7%)老年MAFLD患者新发高血压,非高血压组和高血压组年龄、腰围、BMI、CMI、总胆固醇(TC)、甘油三酯(TG)、低密度脂蛋白胆固醇(LDL-C)、高密度脂蛋白胆固醇(HDL-C)比较,差异有统计学意义(P<0.05)。Log-rank检验显示,随着CMI水平升高,T1~T3组老年MAFLD患者高血压累积发病风险增加(χ2=26.468,P<0.001)。多因素Cox比例风险回归结果显示,当CMI作为连续变量时,在调整了相关混杂因素后,CMI与老年MAFLD患者发生高血压存在正相关(HR=1.927,95%CI=1.381~2.689,P<0.001)。当CMI作为分类变量时,在调整了相关混杂因素后,以T1组为参照,T3组老年MAFLD患者发生高血压的风险上升(HR=5.453,95%CI=2.268~13.109,P<0.001)。交互分析结果显示,CMI与性别的交互作用无统计学意义(P交互=0.557)。敏感性分析结果显示,排除MAFLD好转者后,CMI与高血压的关联依然显著(P<0.05)。RCS结果显示,CMI与老年MAFLD患者高血压发病风险呈非线性剂量-反应关系(P非线性=0.005)。随着CMI水平升高,老年MAFLD患者高血压发病风险呈持续上升趋势,当CMI超过1.185时,发病风险增长趋势趋于平缓。时间依赖性ROC曲线结果显示,CMI对随访24个月的老年MAFLD患者发生高血压的预测效能最优,ROC曲线下面积(AUC)为0.722(95%CI=0.618~0.827),随着时间推移,30个月和36个月时的AUC分别降至0.648(95%CI=0.537~0.759)和0.652(95%CI=0.542~0.763)。 结论 CMI与老年MAFLD患者发生高血压呈正相关,临床上可通过测定CMI来评估该人群短期(24个月)高血压发病风险。

关键词: 高血压, 代谢相关脂肪性肝病, 老年人, 心脏代谢指数, 预测, 队列研究, 前瞻性队列研究

Abstract:

Background

Metabolic associated fatty liver disease (MAFLD) and hypertension are prevalent chronic conditions in older adults, with accumulating evidence linking both to metabolic dysfunction. The cardiometabolic index (CMI) is a composite parameter that evaluates visceral adipose distribution and metabolic status, yet its association with incident hypertension among elderly MAFLD patients remains to be elucidated.

Objective

To investigate the association of CMI with incident hypertension in elderly patients with MAFLD, and to evaluate the predictive value of CMI for hypertension development in this population.

Methods

Elderly non-hypertensive patients diagnosed with MAFLD during health check-ups at Yingzhong and Zijin Community Health Centers affiliated with Changzhi People's Hospital between January and December 2021 were enrolled. Follow-up investigations were conducted from January 2022 to December 2024, and 426 elderly MAFLD patients who completed follow-up were ultimately included in this study. Baseline characteristics and relevant clinical data were collected, and CMI was calculated. Participants were stratified into three tertile groups based on CMI: T1 (CMI<0.467, n=141), T2 (0.467≤CMI<0.758, n=142), and T3 (CMI≥0.758, n=143). They were further categorized into non-hypertension (n=355) and hypertension (n=71) groups based on incident hypertension during follow-up. Kaplan-Meier survival analysis was performed to estimate the cumulative incidence of hypertension across CMI groups, with between-group differences assessed using the Log-rank test. Multivariate Cox proportional hazards regression and restricted cubic spline (RCS) analysis were used to evaluate the association between CMI and incident hypertension. Sex-stratified analysis and sensitivity analysis were performed to examine the robustness of this association.Furthermore, time-dependent receiver operating characteristic (ROC) curves were constructed to assess the predictive performance of CMI for hypertension development in elderly MAFLD patients.

Results

During a median follow-up period of 36.00 (27.75, 38.00) months, 71 patients (16.7%) developed incident hypertension. There were statistically significant differences between the non-hypertension and hypertension groups in age, waist circumference, BMI, CMI, TC, TG, LDL-C, and HDL-C (P<0.05). Log-rank test demonstrated that the cumulative incidence of hypertension increased significantly across T1 to T3 groups with elevated CMI levels (χ2=26.468, P<0.001). Multivariate Cox proportional hazards regression analysis revealed that when analyzed as a continuous variable, CMI was significantly and positively associated with incident hypertension in elderly MAFLD patients after adjusting for relevant confounders (HR=1.927, 95%CI=1.381-2.689, P<0.001). When CMI was analyzed as a categorical variable with the T1 group as the reference, the risk of developing hypertension was significantly higher in the T3 group after adjusting for confounders (HR=5.453, 95%CI=2.268-13.109, P<0.001). Interaction analysis showed no statistically significant interaction between CMI and gender (Pinteraction=0.557). Sensitivity analysis demonstrated that the association between CMI and hypertension remained significant after excluding participants with MAFLD remission. RCS analysis showed a non-linear dose-response relationship between CMI and the risk of hypertension in elderly MAFLD patients (Pnon-linearity=0.005). The risk of hypertension exhibited a continuous upward trend with increasing CMI levels, which plateaued when CMI exceeded 1.185. Time-dependent ROC curve analysis showed that CMI demonstrated optimal predictive performance for hypertension at 24 months of follow-up, with an AUC of 0.722 (95%CI=0.618-0.827). Over time, the AUC decreased to 0.648 (95%CI=0.537-0.759) and 0.652 (95%CI=0.542-0.763) at 30 and 36 months, respectively.

Conclusion

CMI is significantly positively associated with incident hypertension in elderly MAFLD patients, and its measurement can be used to assess the short-term (24-month) risk of hypertension development in this population.

Key words: Hypertension, Metabolic associated fatty liver disease, The elderly, Cardiometabolic index, Prediction, Cohort study, Prospective cohort study