中性粒细胞与白蛋白比率与外伤性脑损伤患者28天全因死亡率之间的关系:对MIMIC-IV数据库的回顾性分析

IF 1.7 4区 医学 Q4 CLINICAL NEUROLOGY
Ziming Huang, Hengfa Ge, Ying Sun
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引用次数: 0

摘要

目的:中性粒细胞与白蛋白比率(NAR)已成为多种疾病背景下的一种新的预后生物标志物,包括感染性疾病和心血管疾病。然而,其与创伤性脑损伤(TBI)预后的相关性仍未得到证实。本研究调查了脑外伤患者NAR与28天全因死亡率之间的关系。方法:本回顾性研究分析来自MIMIC-IV数据库的数据。中性粒细胞计数、血清白蛋白浓度和NAR值在TBI入院后的前24小时内记录。收集其他临床和实验室参数。采用约登指数确定最佳NAR阈值。采用受试者工作特征(ROC)曲线分析评估NAR对全因死亡率的判别能力。进行亚组分析以评估不同患者亚群NAR预后效用的潜在异质性。外部验证队列包括来自机构数据库的112例TBI病例,以确认预测效果。Kaplan-Meier生存分析用于比较高nar组和低nar组之间的结果,同时对整个TBI队列进行ROC分析以评估总体预后准确性。结果:共纳入213例TBI患者,并根据28天生存状态进行分层:180例幸存者和33例非幸存者,总死亡率为15.5%。多因素Cox回归发现NAR是28天全因死亡率的独立预测因子(风险比[HR], 3.224;95%置信区间[CI], 1.321-4.594;结论:NAR可作为TBI患者28天全因死亡率的独立且可靠的预后指标。与单独的中性粒细胞计数和血清白蛋白水平相比,NAR显示出更高的预测准确性,可以作为该人群早期死亡风险分层的有价值的生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Association between Neutrophil-to-Albumin Ratio and 28-Day All-Cause Mortality in Patients with Traumatic Brain Injury : A Retrospective Analysis of the MIMIC-IV Database.

Objective: The neutrophil-to-albumin ratio (NAR) has emerged as a novel prognostic biomarker in multiple disease contexts, including infectious and cardiovascular disorders. Its prognostic relevance in traumatic brain injury (TBI), however, remains unexamined. This study investigates the association between NAR and 28-day all-cause mortality in patients with TBI.

Methods: This retrospective study analyzed data from the MIMIC-IV database. Neutrophil counts, serum albumin concentrations, and NAR values were recorded within the first 24 hours following TBI admission. Additional clinical and laboratory parameters were collected. The Youden index was employed to determine the optimal NAR threshold. Receiver operating characteristic (ROC) curve analysis was used to assess the discriminative capacity of NAR for all-cause mortality. Subgroup analyses were conducted to evaluate potential heterogeneity in NAR's prognostic utility across distinct patient subsets. An external validation cohort comprising 112 TBI cases from the institutional database was included to confirm predictive performance. Kaplan-Meier survival analyses were used to compare outcomes between high- and low-NAR groups, while ROC analysis was performed across the entire TBI cohort to assess overall prognostic accuracy.

Results: A total of 213 TBI patients were included and stratified based on 28-day survival status : 180 survivors and 33 non-survivors, resulting in an overall mortality rate of 15.5%. Multivariate Cox regression identified NAR as an independent predictor of 28-day all-cause mortality (hazard ratio [HR], 3.224; 95% confidence interval [CI], 1.321-4.594; p<0.001). ROC curve analysis determined an optimal NAR cutoff of 1.2839 for discriminating between survivors and non-survivors. Kaplan-Meier survival analysis revealed significantly elevated mortality among patients with NAR ≥1.2839 compared to those with NAR <1.2839 (log-rank p<0.001). The area under the curve (AUC) for NAR reached 82.45% (95% CI, 67.02-87.50%), surpassing the predictive performance of neutrophil count (AUC, 60.27%) and serum albumin level (AUC, 60.91%) when assessed individually. Subgroup analyses showed no significant interaction effects (p for interaction, 0.302-0.908), indicating consistent predictive performance across patient subgroups. External validation reinforced the prognostic value of NAR : patients in the high-NAR group demonstrated significantly worse survival outcomes (HR, 3.611; 95% CI, 1.385-9.419; p<0.01), with comparable discriminatory accuracy (AUC, 82.91%; 95% CI, 65.13-89.59%).

Conclusion: NAR functions as an independent and robust prognostic indicator of 28-day all-cause mortality in patients with TBI. Compared to neutrophil count and serum albumin levels alone, NAR demonstrates superior predictive accuracy and may serve as a valuable biomarker for early mortality risk stratification in this population.

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来源期刊
CiteScore
2.90
自引率
6.20%
发文量
109
审稿时长
3-8 weeks
期刊介绍: The Journal of Korean Neurosurgical Society (J Korean Neurosurg Soc) is the official journal of the Korean Neurosurgical Society, and published bimonthly (1st day of January, March, May, July, September, and November). It launched in October 31, 1972 with Volume 1 and Number 1. J Korean Neurosurg Soc aims to allow neurosurgeons from around the world to enrich their knowledge of patient management, education, and clinical or experimental research, and hence their professionalism. This journal publishes Laboratory Investigations, Clinical Articles, Review Articles, Case Reports, Technical Notes, and Letters to the Editor. Our field of interest involves clinical neurosurgery (cerebrovascular disease, neuro-oncology, skull base neurosurgery, spine, pediatric neurosurgery, functional neurosurgery, epilepsy, neuro-trauma, and peripheral nerve disease) and laboratory work in neuroscience.
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