Bai Xiaofang, Cheng Lele, Wang Huan, Deng Yangyang, Tong Xiaoning, Wen Wen, Liu Xiaojun, Zhou Juan, Yuan Zuyi
The Department of Ultrasound Medicine, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China.
Department of Radiology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China.
Sci Rep. 2025 May 26;15(1):18282. doi: 10.1038/s41598-025-01196-8.
Congestive heart failure (CHF) is a prevalent cardiovascular disease, with increasing incidence and mortality rates associated with aging populations and rising rates of chronic diseases. Systemic inflammatory response is recognized to play a pivotal role in the pathogenesis of CHF, and the aggregate index of systemic inflammation (AISI) has garnered widespread attention as a comprehensive indicator reflecting inflammatory status in recent years. However, there is currently a lack of large-scale epidemiological studies investigating the relationship between AISI and all-cause, cardiovascular, and cardio-cerebrovascular mortality risks among CHF patients. This study aims to utilize data from the NHANES database spanning 1999 to 2018 to analyze the association between AISI and prognosis in CHF patients, aiming to provide new evidence to support research into the pathophysiology and clinical management of CHF. This study enrolled 1624 patients aged ≥ 18 years with congestive heart failure (CHF) from the National Health and Nutrition Examination Survey spanning 1999 to 2018. Patients were stratified into four groups based on the aggregate index of systemic inflammation (AISI). Survival differences among the groups were compared using log-rank tests and Kaplan-Meier curves. Additionally, multivariable Cox regression and restricted cubic spline analyses were employed to explore the relationship between AISI and all-cause, cardiovascular, and cardio-cerebrovascular mortality. Overall, during a mean follow-up of 76.4 ± 56.6 months among patients with congestive heart failure, a total of 828 participants (51.042%) died. Among these, 314 (19.389%) deaths were attributed to cardiovascular diseases, and 344 (21.226%) were related to cardio-cerebrovascular mortality. Kaplan-Meier analysis revealed significant differences in all-cause, cardiovascular, and cardio-cerebrovascular mortality among AISI quartiles (log-rank test: all P < 0.001). Multivariable adjusted models demonstrated that participants in the highest AISI quartile had increased risks of all-cause mortality (hazard ratio [HR] = 1.599, 95% confidence interval [CI] 1.595-1.602), cardiovascular mortality (HR = 1.070, 95% CI 1.066-1.074), and cardio-cerebrovascular mortality (HR = 1.173, 95% CI 1.168-1.177) compared to those in the lowest quartile. Additionally, restricted cubic spline analysis indicated a nonlinear association between AISI and all-cause mortality (P = 0.0064), with an inflection point at AISI 8.66. On the left flank of the inflection point, each twofold increase in AISI was associated with a 19.6% higher risk of all-cause mortality (HR = 1.196, 95% CI 0.930-1.538), while on the right flank, there was a 126.2% increase (HR = 2.262, 95% CI 1.506-3.395). Furthermore, each twofold change in AISI was nonlinearly associated with a 60.2% higher risk of cardiovascular mortality (HR = 1.602, 95% CI 1.075-2.388) and a 56.6% higher risk of cardio-cerebrovascular mortality (HR = 1.566, 95% CI 1.072-2.286). E-value analysis suggested robustness to unmeasured confounding. In the population of patients with congestive heart failure aged 18 years and older in the United States, irrespective of established risk factors, AISI was significantly associated with all-cause, cardiovascular, and cardio-cerebrovascular mortality. Further research is needed to validate this.
充血性心力衰竭(CHF)是一种常见的心血管疾病,随着人口老龄化和慢性病发病率的上升,其发病率和死亡率也在增加。全身炎症反应被认为在CHF的发病机制中起关键作用,近年来,作为反映炎症状态的综合指标,全身炎症聚集指数(AISI)受到了广泛关注。然而,目前缺乏大规模的流行病学研究来调查CHF患者中AISI与全因、心血管和心脑血管死亡风险之间的关系。本研究旨在利用1999年至2018年美国国家健康与营养检查调查(NHANES)数据库中的数据,分析AISI与CHF患者预后之间的关联,旨在为支持CHF病理生理学和临床管理的研究提供新的证据。本研究纳入了1999年至2018年美国国家健康与营养检查调查中1624名年龄≥18岁的充血性心力衰竭(CHF)患者。根据全身炎症聚集指数(AISI)将患者分为四组。使用对数秩检验和Kaplan-Meier曲线比较各组之间的生存差异。此外,采用多变量Cox回归和受限立方样条分析来探讨AISI与全因、心血管和心脑血管死亡之间的关系。总体而言,在充血性心力衰竭患者平均76.4±56.6个月的随访期间,共有828名参与者(51.042%)死亡。其中,314例(19.389%)死亡归因于心血管疾病,344例(21.226%)与心脑血管死亡有关。Kaplan-Meier分析显示,AISI四分位数之间的全因、心血管和心脑血管死亡率存在显著差异(对数秩检验:所有P<0.001)。多变量调整模型表明,与最低四分位数的参与者相比,AISI最高四分位数的参与者全因死亡风险增加(风险比[HR]=1.599,95%置信区间[CI]1.595-1.602)、心血管死亡风险增加(HR=1.070,95%CI 1.066-1.074)和心脑血管死亡风险增加(HR=1.173,95%CI 1.168-1.177)。此外,受限立方样条分析表明AISI与全因死亡率之间存在非线性关联(P=0.0064),拐点位于AISI 8.66处。在拐点左侧,AISI每增加两倍,全因死亡风险增加19.6%(HR=1.196,95%CI 0.930-1.538),而在右侧,增加126.2%(HR=2.262,95%CI 1.506-3.395)。此外,AISI每两倍变化与心血管死亡风险增加60.2%(HR=1.602,95%CI 1.075-2.388)和心脑血管死亡风险增加56.6%(HR=1.566,95%CI 1.072-2.286)呈非线性关联。E值分析表明对未测量的混杂因素具有稳健性。在美国18岁及以上的充血性心力衰竭患者群体中,无论既定风险因素如何,AISI均与全因、心血管和心脑血管死亡率显著相关。需要进一步研究来验证这一点。