Liu Maojun, Pei Junyu, Zeng Cheng, Xin Ying, Zhang Yifeng, Tang Peiqi, Deng Simin, Hu Xinqun
Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, China.
Diabetes Obes Metab. 2025 Jan;27(1):300-311. doi: 10.1111/dom.16018. Epub 2024 Oct 16.
To explore the association between the non-high-density lipoprotein cholesterol (HDL-C)/HDL-C ratio (NHHR) and the risk of major adverse cardiovascular events (MACEs) and overall mortality in patients with type 2 diabetes mellitus (T2DM).
NHHR, calculated as (total cholesterol - HDL-C)/HDL-C, was evaluated in 10,188 participants. Cox proportional hazard regression models were employed to assess the association of NHHR with future risk of MACEs and overall mortality. Restricted cubic spline analysis, smooth curve fitting and piecewise regression models were utilized to explore the non-linear correlation and establish the threshold. Subgroup and interaction analyses verified the robustness of the findings. The area under the receiver operating characteristic area under the curve assessed the additional predictive value of NHHR beyond conventional risk factors.
After adjusting for confounding factors, each 1-unit increase in NHHR was associated with a 12% increased risk of MACEs (hazard ratio [HR]: 1.12, 95% confidence interval [CI]: 1.07-1.16; p < 0.0001), a 5% increase in overall mortality (HR: 1.05, 95% CI: 1.01-1.10; p = 0.0256), a 10% increase in cardiovascular disease mortality (HR 1.10, 95% CI: 1.03-1.18; p = 0.0074), an 12% increase in non-fatal myocardial infarction (HR: 1.12, 95% CI: 1.05-1.18; p = 0.0002), and an 11% increase in non-fatal stroke (HR: 1.11, 95% CI: 1.02-1.20; p = 0.0123). Analyses showed a non-linear relationship between NHHR and MACEs in patients with T2DM (non-linearity p < 0.001). A two-stage linear regression model identified a threshold for MACEs at 6.28. Integration NHHR into the conventional model significantly enhanced predictive accuracy for MACEs.
NHHR is a predictor of the risk of developing MACEs and overall mortality in patients with T2DM, with higher NHHR values independently associated with increased future MACE risks after full adjustment for confounders.
探讨2型糖尿病(T2DM)患者中非高密度脂蛋白胆固醇(HDL-C)/高密度脂蛋白胆固醇比值(NHHR)与主要不良心血管事件(MACE)风险及全因死亡率之间的关联。
对10188名参与者评估了NHHR,其计算方法为(总胆固醇-HDL-C)/HDL-C。采用Cox比例风险回归模型评估NHHR与未来发生MACE风险及全因死亡率之间的关联。运用受限立方样条分析、平滑曲线拟合和分段回归模型来探索非线性相关性并确定阈值。亚组分析和交互作用分析验证了研究结果的稳健性。通过受试者工作特征曲线下面积评估NHHR在传统风险因素之外的额外预测价值。
在调整混杂因素后,NHHR每增加1个单位,发生MACE的风险增加12%(风险比[HR]:1.12,95%置信区间[CI]:1.07-1.16;p<0.0001),全因死亡率增加5%(HR:1.05,95%CI:1.01-1.10;p=0.0256),心血管疾病死亡率增加10%(HR 1.10,95%CI:1.03-1.18;p=0.0074),非致命性心肌梗死增加12%(HR:1.12,95%CI:1.05-1.18;p=0.0002),非致命性卒中增加11%(HR:1.11,95%CI:1.02-1.20;p=0.0123)。分析显示T2DM患者中NHHR与MACE之间存在非线性关系(非线性p<0.001)。两阶段线性回归模型确定MACE的阈值为6.28。将NHHR纳入传统模型可显著提高MACE的预测准确性。
NHHR是T2DM患者发生MACE风险和全因死亡率的预测指标,在对混杂因素进行充分调整后,较高的NHHR值独立地与未来MACE风险增加相关。