Liu Xiaoxue, Zhang Yijun, Tian Xue, Xu Qin, Xia Xue, Chen Shuohua, Liu Fen, Wu Shouling, Wang Anxin
Department of Cardiology, Tangshan People's Hospital, North China University of Science and Technology, Tangshan, China.
Department of Epidemiology, Beijing Neurosurgical Institute, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
Endocrine. 2025 Feb;87(2):510-521. doi: 10.1007/s12020-024-04028-3. Epub 2024 Sep 21.
Previous studies have shown that remnant cholesterol (RC) was associated with heart failure (HF). However, lack of evidence regarding the long-term trend of RC with HF risk. We aimed to investigate the association between cumulative RC exposure with incident HF and to further explore the modulating effects of the time course of RC accumulation.
We enrolled 41,168 participants free of CVD from the Kailuan Study who completed the first three health examinations from 2006 to 2010. Cumulative RC exposure included cumulative RC and time-weighted cumulative RC. The combination of cumulative RC and RC slope over time was characterized as the time course of RC accumulation. Multivariable adjusted Cox proportional hazards models were used to calculate hazard ratios (HRs) and 95% confidence intervals (CIs) for HF risk. We also considered non-HF-related death as a competing event by performing competing risk models as a sensitivity analysis. During 8.84 years, 839 participants developed HF events. Cumulative RC exposure increased the HF risk, with HRs for cumulative RC of 1.72 (1.41-2.10) and for time-averaged cumulative RC of 1.54 (1.25-1.89). There was a nonlinear relationship between cumulative RC exposure and HF risk. Participants with higher cumulative RC and negative slope had the highest HF risk (HR, 1.46; 95% CI, 1.16-1.83).
Both cumulative long-term exposure and the time course of RC accumulation were associated with HF risk. Early RC accumulation resulted in a greater increase in risk compared to later accumulation. This finding suggests that long-term exposure to RC may be useful in identifying individuals at high risk of developing HF and highlights the need for early initiation of appropriate RC control to prevent or reduce incident HF.
既往研究表明,残余胆固醇(RC)与心力衰竭(HF)相关。然而,缺乏关于RC与HF风险长期趋势的证据。我们旨在研究累积RC暴露与新发HF之间的关联,并进一步探讨RC积累时间过程的调节作用。
我们从开滦研究中纳入了41168名无心血管疾病(CVD)的参与者,他们完成了2006年至2010年的前三次健康检查。累积RC暴露包括累积RC和时间加权累积RC。累积RC与RC随时间的斜率相结合被表征为RC积累的时间过程。使用多变量调整的Cox比例风险模型计算HF风险的风险比(HRs)和95%置信区间(CIs)。我们还通过进行竞争风险模型作为敏感性分析,将非HF相关死亡视为竞争事件。在8.84年期间,839名参与者发生了HF事件。累积RC暴露增加了HF风险,累积RC的HR为1.72(1.41 - 2.10),时间平均累积RC的HR为1.54(1.25 - 1.89)。累积RC暴露与HF风险之间存在非线性关系。累积RC较高且斜率为负的参与者HF风险最高(HR,1.46;95%CI,1.16 - 1.83)。
累积长期暴露和RC积累的时间过程均与HF风险相关。与后期积累相比,早期RC积累导致风险增加更大。这一发现表明,长期暴露于RC可能有助于识别发生HF的高危个体,并强调需要尽早开始适当的RC控制以预防或减少新发HF。