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中性粒细胞百分比与白蛋白比值对缺铁性贫血患者死亡率的影响:一项使用MIMIC-IV数据库的回顾性研究

Impact of neutrophil percentage-to-albumin ratio on mortality in iron-deficiency anemia patients: a retrospective study using MIMIC-IV database.

作者信息

Lin Weide, Chen Junfan, Peng Xufa, Yu Yaohua, Huang Shiqing, Li Shurong, Lin Bixia

机构信息

Department of Anesthesiology, The First Hospital of Putian City, Putian, China.

Department of Medical Equipment Department, The First Hospital of Putian City, Putian, China.

出版信息

Eur J Med Res. 2025 Jan 4;30(1):4. doi: 10.1186/s40001-024-02268-7.

Abstract

BACKGROUND

In the intensive care unit (ICU), the incidence of iron-deficiency anemia (IDA) is relatively high and is associated with various adverse clinical outcomes. Therefore, it is crucial to identify simple and practical indicators to assess the mortality risk in ICU patients with IDA. This study aims to investigate the relationship between the Neutrophil Percentage-to-Albumin Ratio (NPAR) levels in patients with IDA in the ICU and their all-cause mortality at 30 and 365 days.

MATERIALS AND METHODS

We analyzed data from the Medical Information Mart for Intensive Care-IV (MIMIC-IV) 3.0 database spanning the years 2008-2022 and identified a cohort of 817 patients with IDA who met our inclusion criteria. Through multivariate Cox regression analysis, the relationship between NPAR levels and 30-day and 365-day mortality risks was assessed, and restricted cubic splines (RCS) models were used to explore potential nonlinear relationships. Additionally, an inflection point analysis was conducted to evaluate the potential of NPAR levels in predicting short- and long-term mortality risks.

RESULTS

The study found that high NPAR levels were significantly associated with an increased risk of 30-day and 365-day mortality in patients with IDA (hazard ratio [HR] range 1.49-2.23, p < 0.001 for all). The relationship between natural logarithmic transformation (ln) NPAR levels and 30-day and 365-day mortality risks exhibited an inverse "L" shaped pattern. Patient mortality risk increased significantly when ln-transformed NPAR levels exceeded 1.2 (HR range 3.366-4.304, p < 0.001 for all). Additionally, subgroup analyses did not reveal any significant interactions, indicating that the predictive effect of NPAR on mortality risk is relatively consistent across different subgroups.

CONCLUSION

We found an inverse "L" shaped relationship between ln-transformed NPAR levels and 30-day and 365-day mortality risks, particularly when ln-transformed NPAR values exceed 1.2, which is significantly associated with an increased risk of death within 30 and 365 days for patients.

摘要

背景

在重症监护病房(ICU)中,缺铁性贫血(IDA)的发生率相对较高,且与各种不良临床结局相关。因此,识别简单实用的指标以评估ICU中IDA患者的死亡风险至关重要。本研究旨在探讨ICU中IDA患者的中性粒细胞百分比与白蛋白比值(NPAR)水平与其30天和365天全因死亡率之间的关系。

材料与方法

我们分析了重症监护医学信息数据库-IV(MIMIC-IV)3.0数据库中2008年至2022年的数据,确定了817例符合纳入标准的IDA患者队列。通过多变量Cox回归分析,评估NPAR水平与30天和365天死亡风险之间的关系,并使用限制立方样条(RCS)模型探索潜在的非线性关系。此外,进行了拐点分析以评估NPAR水平预测短期和长期死亡风险的潜力。

结果

研究发现,高NPAR水平与IDA患者30天和365天死亡风险增加显著相关(风险比[HR]范围为1.49 - 2.23,所有p < 0.001)。自然对数转换(ln)的NPAR水平与30天和365天死亡风险之间的关系呈现倒“L”形模式。当ln转换后的NPAR水平超过1.2时,患者死亡风险显著增加(HR范围为3.366 - 4.304,所有p < 0.001)。此外,亚组分析未发现任何显著的相互作用,表明NPAR对死亡风险的预测作用在不同亚组中相对一致。

结论

我们发现ln转换后的NPAR水平与30天和365天死亡风险之间存在倒“L”形关系,特别是当ln转换后的NPAR值超过1.2时,这与患者在30天和365天内死亡风险增加显著相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab6c/11699816/38e6e0c1b9c9/40001_2024_2268_Fig1_HTML.jpg

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