Examining Transcriptomic Markers Associated With Neutrophil Extracellular Traps to Predict Mortality Risk in Neonatal Sepsis.

IF 3.8 4区 医学 Q2 IMMUNOLOGY
Open Forum Infectious Diseases Pub Date : 2025-09-24 eCollection Date: 2025-09-01 DOI:10.1093/ofid/ofaf570
Deepshikha Shaw, Sridhar Santhanam, Tapas Kumar Som, Samsiddhi Bhattacharjee, Saroj Kant Mohapatra
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引用次数: 0

Abstract

Background: Neonates are highly susceptible to sepsis, which is often accompanied by fatal coagulopathy. Anticoagulant therapies have not reduced sepsis-related mortality in clinical trials, possibly due to patient heterogeneity. Neutrophil extracellular traps (NETs) enhance coagulation by activating platelets, suggesting that NET-specific biomarkers may identify patients who may benefit from targeted anticoagulant treatment. This study evaluated the association between NET gene expression and adverse outcomes in neonatal sepsis.

Methods: We analyzed whole blood transcriptomes from 123 neonates with sepsis and developed a predictive model, the NET score, based on NET-related gene expression. Model performance was assessed in two independent validation sets. Mediation and correlation analyses explored the relationship between the NET score and a coagulation score. Temporal transcriptomic data from septic shock cases further tested this interaction.

Results: The NET score achieved AUCs of 88.7% and 85.4% in validation Sets 1 and 2, respectively, indicating strong predictive performance. Mediation and temporal analyses supported a sequential relationship between NETosis and coagulation in sepsis. Age-specificity of the model was confirmed using pediatric (n = 163) and adult (n = 86) sepsis transcriptomic datasets. Neonates with disseminated intravascular coagulation exhibited a trend toward elevated NET scores.

Conclusions: Our findings support a novel risk stratification approach using the NET score to identify neonates at increased risk for sepsis-associated coagulopathy and poor outcomes, potentially guiding targeted therapeutic strategies.

检测与中性粒细胞胞外陷阱相关的转录组标记物以预测新生儿败血症的死亡风险。
背景:新生儿对败血症非常敏感,通常伴有致命性凝血功能障碍。在临床试验中,抗凝治疗并没有降低败血症相关的死亡率,可能是由于患者的异质性。中性粒细胞胞外陷阱(NETs)通过激活血小板来增强凝血,这表明net特异性生物标志物可以识别可能受益于靶向抗凝治疗的患者。本研究评估了新生儿败血症中NET基因表达与不良结局之间的关系。方法:我们分析了123例新生儿脓毒症的全血转录组,并建立了基于NET相关基因表达的预测模型NET评分。在两个独立的验证集中评估模型的性能。中介和相关分析探讨了净评分和凝血评分之间的关系。脓毒性休克病例的时间转录组学数据进一步验证了这种相互作用。结果:NET评分在验证集1和验证集2的auc分别为88.7%和85.4%,具有较强的预测性能。调解和时间分析支持NETosis和败血症凝血之间的顺序关系。使用儿童(n = 163)和成人(n = 86)败血症转录组数据集确认模型的年龄特异性。弥散性血管内凝血的新生儿表现出NET评分升高的趋势。结论:我们的研究结果支持一种新的风险分层方法,使用NET评分来识别脓毒症相关凝血功能障碍风险增加和预后不良的新生儿,可能指导有针对性的治疗策略。
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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来源期刊
Open Forum Infectious Diseases
Open Forum Infectious Diseases Medicine-Neurology (clinical)
CiteScore
6.70
自引率
4.80%
发文量
630
审稿时长
9 weeks
期刊介绍: Open Forum Infectious Diseases provides a global forum for the publication of clinical, translational, and basic research findings in a fully open access, online journal environment. The journal reflects the broad diversity of the field of infectious diseases, and focuses on the intersection of biomedical science and clinical practice, with a particular emphasis on knowledge that holds the potential to improve patient care in populations around the world. Fully peer-reviewed, OFID supports the international community of infectious diseases experts by providing a venue for articles that further the understanding of all aspects of infectious diseases.
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