Ke Jin, Wu Shuang, Xu Hongyang, Liang Fengming, Tian Jing, Wang Qiuhui, Chen Yang
Department of Critical Care Medicine, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi Medical Center, Nanjing Medical University, No. 299 Qingyang Road, Wuxi 214023, China.
National Center for Cardiovascular Disease, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China.
Int J Med Sci. 2025 Aug 16;22(14):3779-3788. doi: 10.7150/ijms.116708. eCollection 2025.
The concept of cardiovascular-kidney-metabolic syndrome (CKM) was recently proposed by the American Heart Association. Insulin resistance (IR) is closely linked to metabolic disorders, chronic kidney disease, and cardiovascular disease, which are the key components of CKM. As a surrogate IR marker, estimated glucose disposal rate (eGDR) may help identify high-risk patients. However, the specific role of eGDR in CKM progression and outcomes remains undefined. We aimed to evaluate the associations between eGDR and CKM progression, as well as its association with death in patients with CKM. Data was obtained from the National Health and Nutrition Examination Survey 1999-2018. Adults aged ≥ 20 years with complete data on CKM components and eGDR were included. Study outcomes were CKM progression and death outcomes. Multinomial logistic regression was used to evaluate the association between eGDR and CKM staging. Kaplan-Meier curves and Cox proportional hazard models assessed death outcomes, with restricted cubic splines exploring non-linear relationships. Stratified and sensitivity analyses tested the robustness of results. The predictive performance of eGDR was compared with the Homeostasis Model Assessment of Insulin Resistance and triglyceride-glucose index for death outcomes. 29,290 participants were included (median age: 53.00 years, 51.96% males), with 27,769 classified as having CKM. Higher eGDR was also associated with lower odds of progression to advanced CKM stages. In CKM patients, over a median follow-up of 8.92 years, 4,926 deaths occurred (17.7%), with 1,330 (4.8%) cardiovascular deaths and 3,596 (12.9%) non-cardiovascular deaths. Compared with the lowest eGDR quartile, CKM patients in the highest quartile had lower risk of all-cause death (HR=0.59, 95%CI: 0.52-0.66), cardiovascular death (HR=0.52, 95%CI: 0.41-0.66), and non-cardiovascular death (HR=0.60, 95%CI: 0.53-0.69) (all <0.001). Non-linear relationships between eGDR and death outcomes were observed (all <0.001). Subgroup and sensitivity analyses confirmed the robustness of these associations. Additionally, eGDR predicted death in CKM patients better than other IR markers. Our findings support the utility of eGDR as a risk stratification tool in CKM populations. Lower eGDR levels were associated with more advanced CKM stages and higher long-term mortality, suggesting its potential role in identifying high-risk individuals.
心血管-肾脏-代谢综合征(CKM)的概念最近由美国心脏协会提出。胰岛素抵抗(IR)与代谢紊乱、慢性肾脏病和心血管疾病密切相关,而这些都是CKM的关键组成部分。作为IR的替代标志物,估计葡萄糖处置率(eGDR)可能有助于识别高危患者。然而,eGDR在CKM进展和结局中的具体作用仍不明确。我们旨在评估eGDR与CKM进展之间的关联,以及其与CKM患者死亡的关联。数据来自1999 - 2018年国家健康与营养检查调查。纳入了年龄≥20岁且有CKM组分和eGDR完整数据的成年人。研究结局为CKM进展和死亡结局。采用多项逻辑回归评估eGDR与CKM分期之间的关联。Kaplan-Meier曲线和Cox比例风险模型评估死亡结局,采用受限立方样条探索非线性关系。分层和敏感性分析检验结果的稳健性。将eGDR对死亡结局的预测性能与胰岛素抵抗稳态模型评估和甘油三酯-葡萄糖指数进行比较。共纳入29290名参与者(中位年龄:53.00岁,男性占51.96%),其中27769名被归类为患有CKM。较高的eGDR也与进展至晚期CKM阶段的较低几率相关。在CKM患者中,中位随访8.92年期间,发生了4926例死亡(17.7%),其中1330例(4.8%)为心血管死亡,3596例(12.9%)为非心血管死亡。与最低eGDR四分位数相比,最高四分位数的CKM患者全因死亡风险较低(HR = 0.59,95%CI:0.52 - 0.66)、心血管死亡风险较低(HR = 0.52,95%CI:0.41 - 0.66)以及非心血管死亡风险较低(HR = 0.60,95%CI:0.53 - 0.69)(均P<0.001)。观察到eGDR与死亡结局之间存在非线性关系(均P<0.001)。亚组和敏感性分析证实了这些关联的稳健性。此外,eGDR在预测CKM患者死亡方面优于其他IR标志物。我们的研究结果支持eGDR作为CKM人群风险分层工具的实用性。较低的eGDR水平与更晚期的CKM阶段和更高的长期死亡率相关,表明其在识别高危个体中的潜在作用。