Association between fibrinogen levels and prognosis in critically bleeding patients: exploration of the optimal therapeutic threshold.

IF 2.2
Bingkui Ren, Yuping Zhang, Siying Chen, Jinglong Dai, Junci Chong, Zhigang Chang
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Abstract

Background: Severe bleeding is a leading cause of ICU admission and mortality. Fibrinogen plays a crucial role in prognosis, yet optimal thresholds and supplementation targets remain unclear.

Method: Patients with major bleeding were extracted from the MIMIC-IV database. Restricted cubic splines (RCS) identified the optimal pre-treatment fibrinogen threshold, and propensity score matching adjusted for confounders. Multiple analytical methods, including multivariable regression and machine learning models, were applied. Post-treatment fibrinogen levels were stratified based on guideline recommendations, and Cox regression assessed survival outcomes.

Results: Among 7,063 patients (6,666 survivors, 397 non-survivors), RCS analysis revealed a nonlinear relationship between pre-treatment fibrinogen and ICU mortality (P-non-linear < 0.001), with a threshold at 1.3 g/L. Patients with Fib > 1.3 g/L had a significant 28-day survival benefit (OR = 0.65, 95% CI: 0.48-0.87, p < 0.01). Post-treatment stratification showed that fibrinogen ≥ 1.3 g/L was associated with improved survival (p < 0.01). RCS analysis identified an optimal post-treatment target of 2.0-2.5 g/L.

Conclusion: Fibrinogen levels are predictive of ICU outcomes in massive hemorrhage. A pre-treatment threshold of 1.3 g/L indicates poor prognosis, while post-treatment levels of 2.0-2.5 g/L may optimize survival.

危重出血患者纤维蛋白原水平与预后的关系:最佳治疗阈值的探讨。
背景:严重出血是ICU住院和死亡的主要原因。纤维蛋白原在预后中起着至关重要的作用,但最佳阈值和补充目标尚不清楚。方法:从MIMIC-IV数据库中提取大出血患者。限制性三次样条(RCS)确定了最佳的预处理前纤维蛋白原阈值,并调整了混杂因素的倾向评分匹配。采用多变量回归和机器学习模型等多种分析方法。治疗后纤维蛋白原水平根据指南建议分层,Cox回归评估生存结果。结果:在7063例患者中(6666例幸存者,397例非幸存者),RCS分析显示治疗前纤维蛋白原与ICU死亡率之间存在非线性关系(p非线性1.3 g/L具有显著的28天生存获益(OR = 0.65, 95% CI: 0.48-0.87, p)。治疗前阈值为1.3 g/L提示预后不良,而治疗后阈值为2.0-2.5 g/L可优化生存。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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