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随着时间推移,中性粒细胞与淋巴细胞比值水平与脓毒症患者的全因住院死亡率相关。

The neutrophil-to-lymphocyte ratio levels over time correlate to all-cause hospital mortality in sepsis.

作者信息

Zhang Guyu, Wang Tao, An Le, Hang ChenChen, Wang XingSheng, Shao Fei, Shao Rui, Tang Ziren

机构信息

Emergency Medicine Clinical Research Center, Beijing Chaoyang Hospital, Capital Medical University, Beijing Key Laboratory of Cardiopulmonary Cerebral Resuscitation, Beijing, 100020, China.

出版信息

Heliyon. 2024 Aug 13;10(16):e36195. doi: 10.1016/j.heliyon.2024.e36195. eCollection 2024 Aug 30.

Abstract

OBJECTIVE

This research aims to investigate the prognosis value using the time-weighted average neutrophil-to-lymphocyte ratio (TWA-NLR) for predicting all-cause hospital mortality among sepsis patients. Data were analyzed through the use of the eICU Collaborative Research Database (eICU-CRD 2.0) as well as Medical Information Mart for Intensive Care IV 2.2 (MIMIC-IV 2.2).

METHODS

Septic patients from both eICU-CRD 2.0 as well as MIMIC-IV 2.2 databases were included. The neutrophil-to-lymphocyte ratios (NLR) were available for analysis, utilizing complete blood counts obtained on days one, four, and seven following ICU admission. The TWA-NLR was computed at the end of the seven days, and patients were then stratified based on TWA-NLR thresholds. 90-day all-cause mortality during hospitalization was the primary objective, with 60-day all-cause hospital mortality as a secondary objective. The correlation between TWA-NLR and sepsis patients' primary outcome was analyzed using univariable and multivariable Cox proportional hazard regressions. A restricted cubic spline (RCS) analysis was conducted in an attempt to confirm this association further, and subgroup analyses were employed to evaluate the correlation across various comorbidity groups.

RESULTS

3921 patients were included from the eICU-CRD 2.0, and the hospital mortality rate was 20.8 %. Both multivariable as well as univariable Cox proportional hazard regression analyses revealed that TWA-NLR was independently correlated with 90-day all-cause hospital mortality, yielding a hazard ratio (HR) of 1.02 (95 % CI 1.01-1.02, -value<0.01) as well as 1.12 (95 % CI 1.01-1.15, -value<0.01), respectively. The RCS analysis demonstrated a significant nonlinear relationship between TWA-NLR and 90-day all-cause hospital mortality risk. The study subjects were divided into higher (>10.5) and lower (≤10.5) TWA-NLR cohorts. A significantly decreased incidence of 90-day all-cause hospital mortality (HR = 0.56, 95 % CI 0.48-0.64, -value<0.01) and longer median survival time (40 days vs 24 days, -value<0.05) were observed in the lower TWA-NLR cohort. However, septic patients with chronic pulmonary (interaction of -value = 0.009) or renal disease (interaction of -value = 0.008) exhibited significant interactive associations between TWA-NLR and 90-day all-cause hospital mortality, suggesting the predictive power of TWA-NLR may be limited in these subgroups. The MIMIC-IV 2.2 was utilized as a validation cohort and exhibited a similar pattern.

CONCLUSION

Our findings suggest that TWA-NLR is a powerful and independent prognostic indicator for 90-day all-cause hospital mortality among septic patients, and the TWA-NLR cutoff value may prove a useful method for identifying high-risk septic patients.

摘要

目的

本研究旨在探讨使用时间加权平均中性粒细胞与淋巴细胞比值(TWA-NLR)预测脓毒症患者全因住院死亡率的预后价值。通过使用电子重症监护病房协作研究数据库(eICU-CRD 2.0)以及重症监护医学信息数据库IV 2.2(MIMIC-IV 2.2)对数据进行分析。

方法

纳入来自eICU-CRD 2.0以及MIMIC-IV 2.2数据库的脓毒症患者。利用重症监护病房入院后第1天、第4天和第7天获得的全血细胞计数,中性粒细胞与淋巴细胞比值(NLR)可用于分析。在第7天结束时计算TWA-NLR,然后根据TWA-NLR阈值对患者进行分层。住院期间90天全因死亡率是主要目标,60天全因住院死亡率作为次要目标。使用单变量和多变量Cox比例风险回归分析TWA-NLR与脓毒症患者主要结局之间的相关性。进行受限立方样条(RCS)分析以进一步证实这种关联,并采用亚组分析来评估不同合并症组之间的相关性。

结果

从eICU-CRD 2.0纳入3921例患者,医院死亡率为20.8%。多变量和单变量Cox比例风险回归分析均显示,TWA-NLR与90天全因住院死亡率独立相关,危险比(HR)分别为1.02(95%CI 1.01 - 1.02,P值<0.01)和1.12(95%CI 1.01 - 1.15,P值<0.01)。RCS分析表明TWA-NLR与90天全因住院死亡风险之间存在显著的非线性关系。研究对象分为TWA-NLR较高(>10.5)和较低(≤10.5)队列。在TWA-NLR较低队列中,观察到90天全因住院死亡率显著降低(HR = 0.56,95%CI 0.48 - 0.64,P值<0.01),中位生存时间延长(40天对24天,P值<0.05)。然而,患有慢性肺病(交互作用P值 = 0.009)或肾病(交互作用P值 = 0.008)的脓毒症患者在TWA-NLR与90天全因住院死亡率之间表现出显著的交互关联,表明TWA-NLR在这些亚组中的预测能力可能有限。使用MIMIC-IV 2.2作为验证队列,表现出类似的模式。

结论

我们的研究结果表明,TWA-NLR是脓毒症患者90天全因住院死亡率的一个强大且独立的预后指标,TWA-NLR临界值可能是识别高危脓毒症患者的一种有用方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e618/11381600/7029a1768add/gr1.jpg

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