Association between serum creatinine-to-albumin ratio and 28-day mortality in intensive care unit patients following cardiac surgery: analysis of mimic-iv data.

IF 2.3 3区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS BMC Cardiovascular Disorders Pub Date : 2025-02-14 DOI:10.1186/s12872-025-04505-1
Pengtao Shi, Shen Rui, Qingyou Meng
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Abstract

Background: Creatinine-to-albumin ratio (CAR) has been recognized as a predictive indicator in the postoperative setting. However, its relationship with outcomes in patients receiving cardiac surgery remains elusive. This study aimed to discuss the link between CAR and 28-day mortality in patients admitted to intensive care unit (ICU) following cardiac surgery, hoping to provide some insights for targeted interventions for improvement of patient outcomes.

Methods: MIMIC-IV database was searched to obtain data of patients admitted to ICU following cardiac surgery. Retrieved patients were split into three groups based on CAR levels. The 28-day ICU mortality in each group was evaluated and compared using Kaplan-Meier analysis. Subgroup analysis, multivariate Cox regression and restricted cubic spline (RCS) analysis were used to further examine the relationship between CAR and outcomes. Receiver operating characteristic (ROC) curves were used to assess the predictive ability of CAR. Mediation analysis was conducted to investigate the potential mechanism by which CAR affects 28-day ICU mortality.

Results: A total of 5,670 patients were included and divided into three groups. Patients with high CAR values (CAR ≥ 0.31) had a significantly increased rate of 28-day ICU mortality (11.4%), as compared to those with low CAR levels (CAR < 0.23, 1.83%). In addition, patients with high CAR values (CAR ≥ 0.31) had a lowest survival rate than the other two groups (p < 0.0001). ROC curve analysis showed that CAR exhibited a moderate predictive power (AUC = 0.748). Moreover, CAR was identified as a strong risk factor for 28-day ICU mortality, and a significant dose-response association was presented. Further subgroup analysis revealed pronounced mortality risks in females and patients without chronic conditions such as chronic kidney disease (CKD) and type 2 diabetes mellitus (T2DM). Mediation analysis indicated that CAR affected 28-day ICU mortality through biomarkers like chloride (39.8%), glucose (11.8%), potassium (24.4%), and sodium (28.3%).

Conclusion: CAR served as a risk factor for 28-day ICU mortality in patients receiving cardiac surgery, and it showed a complex dose-response and subgroup-specific association with 28-day ICU mortality. Additionally, CAR affected 28-day ICU mortality through multiple key biomarkers, providing some insights for targeted interventions.

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心脏手术后重症监护病房患者血清肌酐与白蛋白比值与28天死亡率的关系:模拟-iv数据分析
背景:肌酸酐与白蛋白比值(CAR)已被认为是术后环境的预测指标。然而,它与接受心脏手术的患者预后的关系仍然难以捉摸。本研究旨在探讨心脏手术后入住重症监护病房(ICU)患者的CAR与28天死亡率之间的联系,希望为有针对性的干预措施提供一些见解,以改善患者的预后。方法:检索MIMIC-IV数据库,获取心脏手术后入住ICU的患者资料。根据CAR水平将患者分为三组。采用Kaplan-Meier分析比较各组28天ICU死亡率。采用亚组分析、多变量Cox回归和限制性三次样条(RCS)分析进一步检验CAR与预后的关系。采用受试者工作特征(ROC)曲线评估CAR的预测能力。通过中介分析探讨CAR影响28天ICU死亡率的潜在机制。结果:共纳入5670例患者,分为三组。与CAR水平较低的患者相比,CAR值高的患者(CAR≥0.31)28天ICU死亡率显著增加(11.4%)(CAR结论:CAR是心脏手术患者28天ICU死亡率的危险因素,并且与28天ICU死亡率呈复杂的剂量反应和亚组特异性关联。此外,CAR通过多个关键生物标志物影响28天ICU死亡率,为有针对性的干预提供了一些见解。
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来源期刊
BMC Cardiovascular Disorders
BMC Cardiovascular Disorders CARDIAC & CARDIOVASCULAR SYSTEMS-
CiteScore
3.50
自引率
0.00%
发文量
480
审稿时长
1 months
期刊介绍: BMC Cardiovascular Disorders is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of disorders of the heart and circulatory system, as well as related molecular and cell biology, genetics, pathophysiology, epidemiology, and controlled trials.
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