Huang Yongwei, Yin Xiaoshuang, Li Zongping
School of Medicine, Mianyang Central Hospital, University of Electronic Science and Technology of China (UESTC), Mianyang, Sichuan, China.
Eur J Med Res. 2025 Jul 21;30(1):645. doi: 10.1186/s40001-025-02929-1.
The cardiovascular-kidney-metabolic (CKM) syndrome is a systemic condition defined by multifaceted interactions among metabolic risk factors, chronic kidney disorder, and cardiovascular diseases. Inflammation is essential in the pathogenesis and progression of CKM syndrome. Inflammatory markers, including the systemic immune inflammation index (SII) and the systemic inflammation response index (SIRI), function as composite indicators for assessing immune-related inflammatory status. This study seeks to address the associations between SII/SIRI and death outcomes in individuals with CKM syndrome using outcomes from the National Health and Nutrition Examination Survey (NHANES, 1999-2018).
This cross-sectional investigation comprised 18,452 individuals (≥ 20 years) with CKM syndrome, utilizing outcomes from ten cycles of NHANES (1999-2018). Participants were divided into higher and lower SII and SIRI groups according to cut-off values established by the optimally chosen rank statistics approach. Kaplan-Meier analysis and Cox proportional hazards and Fine-Gray competing risk regression models were utilized to evaluate the links between SII/SIRI and death outcomes in CKM individuals. Stratified and subgroup analyses were performed to further corroborate the results. Restricted cubic spline (RCS) analysis was utilized to examine potential non-linear links between SII/SIRI and death outcomes in this cohort. Ultimately, time-dependent receiver operating characteristic (ROC) analysis was employed to evaluate the prediction precision of SII and SIRI regarding death outcomes in short- and long-term follow-ups.
Upon controlling for potential confounders, higher SII levels (≥ 898.21) correlated with a 1.42-fold elevation in the risk of all-cause mortality (ACM) (HR: 1.42, 95% CI 1.23-1.56, P < 0.001) and a 1.50-fold elevation in cardiovascular mortality (CVM) (HR: 1.50, 95% CI 1.15-1.96, P = 0.002). Increased SIRI levels (≥ 1.23) correlated with a 1.28-fold escalation in the risk of ACM (HR: 1.28, 95% CI 1.14-1.43, P < 0.001) and a 1.38-fold escalation in the risk of CVM (HR: 1.38, 95% CI 1.12-1.70, P = 0.003). RCS analysis demonstrated a U-shaped, non-linear correlation between SII/SIRI concentrations and ACM (both P < 0.001), whereas a linear link was identified between SII/SIRI levels and CVM (both P > 0.05). Time-dependent ROC analysis revealed that SII and SIRI illustrated moderate to excellent and constant prognostic efficacy for short-term and long-term mortality outcomes in individuals with CKM syndrome, with SIRI consistently outperforming SII at all assessed time intervals.
Higher values of SII and SIRI are related to an elevated risk of ACM and CVM in U.S. adults with CKM syndrome. SIRI had moderate, stable predictive capacities for ACM and CVM, whereas SII exhibited moderate to poor predictive capacity for both outcomes, with SIRI consistently outperforming SII across all evaluated time points. These outcomes highlight these inflammatory markers' potential in forecasting adverse mortality outcomes in this population.
心血管-肾脏-代谢(CKM)综合征是一种全身性疾病,由代谢危险因素、慢性肾脏疾病和心血管疾病之间的多方面相互作用所定义。炎症在CKM综合征的发病机制和进展中至关重要。炎症标志物,包括全身免疫炎症指数(SII)和全身炎症反应指数(SIRI),作为评估免疫相关炎症状态的综合指标发挥作用。本研究旨在利用美国国家健康与营养检查调查(NHANES,1999 - 2018年)的结果,探讨CKM综合征患者中SII/SIRI与死亡结局之间的关联。
这项横断面调查纳入了18452名年龄≥20岁的CKM综合征患者,采用了NHANES(1999 - 2018年)十个周期的结果。根据通过最优选择的秩统计方法确定的临界值,将参与者分为SII和SIRI较高组与较低组。采用Kaplan - Meier分析、Cox比例风险模型和Fine - Gray竞争风险回归模型来评估CKM患者中SII/SIRI与死亡结局之间的联系。进行了分层和亚组分析以进一步证实结果。采用受限立方样条(RCS)分析来检验该队列中SII/SIRI与死亡结局之间潜在的非线性联系。最终,采用时间依赖性受试者工作特征(ROC)分析来评估SII和SIRI在短期和长期随访中对死亡结局的预测精度。
在控制潜在混杂因素后,较高的SII水平(≥898.21)与全因死亡率(ACM)风险升高1.42倍相关(HR:1.42,95%CI 1.23 - 1.56,P < 0.001),与心血管死亡率(CVM)升高1.50倍相关(HR:1.50,95%CI 1.15 - 1.96,P = 0.002)。SIRI水平升高(≥1.23)与ACM风险升高1.28倍相关(HR:1.28,95%CI 1.14 - 1.43,P < 0.001),与CVM风险升高1.38倍相关(HR:1.38, 95%CI 1.12 - 1.70,P = 0.003)。RCS分析显示SII/SIRI浓度与ACM之间呈U形非线性相关(均P < 0.001),而SII/SIRI水平与CVM之间呈线性相关(均P > 0.05)。时间依赖性ROC分析显示,SII和SIRI在CKM综合征患者的短期和长期死亡结局方面具有中度至优异且稳定的预后效能,在所有评估时间间隔内SIRI始终优于SII。
在美国患有CKM综合征的成年人中,较高的SII和SIRI值与ACM和CVM风险升高相关。SIRI对ACM和CVM具有中度、稳定的预测能力,而SII对这两种结局的预测能力从中度到较差,在所有评估时间点SIRI始终优于SII。这些结果突出了这些炎症标志物在预测该人群不良死亡结局方面的潜力。