基于游离细胞dna预测静脉-动脉体外膜氧合患者预后。

IF 2.7 3区 医学 Q2 CRITICAL CARE MEDICINE
SHOCK Pub Date : 2025-02-26 DOI:10.1097/SHK.0000000000002569
Jin Li, ChengLong Li, Liangshan Wang, Xiaomeng Wang, Bo Xu, Chunjing Jiang, Meng Xin, Dong Guo, Jing Chen, Zhongtao Du, Hong Wang, Xing Hao, Xiaotong Hou
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引用次数: 0

摘要

导读:在接受静脉动脉(VA)体外膜氧合(ECMO)的患者中观察到游离细胞DNA (cfDNA)升高,但cfDNA的临床意义尚不清楚。我们旨在建立基于cfDNA的预测模型来预测ECMO患者的预后,揭示cfDNA对肢体缺血和出血/血栓栓塞事件并发症的价值。方法:对2018 - 2023年采用ECMO支持的患者进行单中心回顾性评估。衍生队列包括133名诊断为心源性休克并接受VA-ECMO循环支持的成年人。我们开发了三个独立的特征,并将它们与逻辑模型相结合来预测死亡率。通过Bootstrap分析评估预测性能,并通过另一组27例患者进行验证。采用限制性三次样条(RCS)分析、受试者-工作特征曲线(ROC)分析和多变量回归分析分析cfDNA对并发症的价值。结果:133名接受VA-ECMO治疗难治性心源性休克的成年人被纳入衍生队列。由cfDNA、ECMO前最差平均动脉压(MAP)和VA-ECMO植入后24小时内最差乳酸浓度组成的logistic模型具有预测性,验证队列的效果相似(AUROC:0.768 vs 0.747)。RCS分析显示肢体缺血风险与RCS呈线性正相关(线性,P = 0.006;AUROC为0.75 [95% CI, 0.656-0.848]),出血事件呈u型趋势(非线性,P = 0.214),血栓事件呈阴性趋势(线性,P = 0.552)。结论:除了MAP和乳酸水平外,ECMO支持后48小时内cfDNA水平升高与患者死亡率高度相关。此外,cfDNA可预测肢体缺血。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cell Free DNA-Based Prediction of Prognosis for Patients on Veno-Arterial Extracorporeal Membrane Oxygenation.

Introduction: Elevated cell-free DNA (cfDNA) was observed in patients receiving venoarterial (VA) extracorporeal membrane oxygenation (ECMO), but the clinical relevance of cfDNA is still not clear. We aimed to establish an predictive model based on the cfDNA to predict the prognosis for patients on ECMO, and reveal the values of cfDNA for complications of limb ischemia and bleeding/thromboembolic events.

Methods: Single-center, retrospective evaluation of patients with ECMO support from 2018 through 2023. The derivation cohort included 133 adults diagnosed with cardiogenic shock who received VA-ECMO for circulatory support. We developed three independent features and combined them with a logistic model to predict mortality. Predictive performance was assessed through Bootstrap analysis and validated by another cohort of 27 patients. The values of cfDNA for complications were analysised by restricted cubic spline (RCS) analysis, receiver-operating characteristic curves (ROC) and multivariate regression analyses.

Results: A total of 133 adults who underwent VA-ECMO for refractory cardiogenic shock were entered into the derivation cohort. The logistic model, consisted of cfDNA, the worst mean arterial pressure (MAP) before ECMO and the worst lactate within 24 h of VA-ECMO implantation was predictive and performed similarly for validation cohorts (AUROC:0.768 vs 0.747). RCS analysis revealed a positive linear relationship for the risk of limb ischemia (linear, P = 0.006; AUROC of 0.75 [95% CI, 0.656-0.848]), a U-shaped trend for bleeding events (nonlinear, P = 0.214), and a negative trend for thrombotic events (linear, P = 0.552).

Conclusions: In addition to MAP and lactate levels, elevated cfDNA levels within 48 h of ECMO support were highly associated with mortality for patients. Additionally, cfDNA is predictive of limb ischemia.

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来源期刊
SHOCK
SHOCK 医学-外科
CiteScore
6.20
自引率
3.20%
发文量
199
审稿时长
1 months
期刊介绍: SHOCK®: Injury, Inflammation, and Sepsis: Laboratory and Clinical Approaches includes studies of novel therapeutic approaches, such as immunomodulation, gene therapy, nutrition, and others. The mission of the Journal is to foster and promote multidisciplinary studies, both experimental and clinical in nature, that critically examine the etiology, mechanisms and novel therapeutics of shock-related pathophysiological conditions. Its purpose is to excel as a vehicle for timely publication in the areas of basic and clinical studies of shock, trauma, sepsis, inflammation, ischemia, and related pathobiological states, with particular emphasis on the biologic mechanisms that determine the response to such injury. Making such information available will ultimately facilitate improved care of the traumatized or septic individual.
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