Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
Front Immunol. 2022 Jul 29;13:942443. doi: 10.3389/fimmu.2022.942443. eCollection 2022.
Bronchial aspirates (BAS) obtained during invasive mechanical ventilation (IMV) constitutes a useful tool for molecular phenotyping and decision making.
To identify the proteomic determinants associated with disease pathogenesis, all-cause mortality and respiratory sequelae in BAS samples from critically ill patients with SARS-CoV-2-induced ARDS.
Multicenter study including 74 critically ill patients with COVID-19 and non-COVID-19 ARDS. BAS were obtained by bronchoaspiration after IMV initiation. Three hundred sixty-four proteins were quantified using proximity extension assay (PEA) technology. Random forest models were used to assess predictor importance.
After adjusting for confounding factors, CST5, NADK, SRPK2 and TGF-α were differentially detected in COVID-19 and non-COVID-19 patients. In random forest models for COVID-19, CST5, DPP7, NADK, KYAT1 and TYMP showed the highest variable importance. In COVID-19 patients, reduced levels of ENTPD2 and PTN were observed in nonsurvivors of ICU stay, even after adjustment. AGR2, NQO2, IL-1α, OSM and TRAIL showed the strongest associations with in-ICU mortality and were used to construct a protein-based prediction model. Kaplan-Meier curves revealed a clear separation in mortality risk between subgroups of PTN, ENTPD2 and the prediction model. Cox regression models supported these findings. In survivors, the levels of FCRL1, NTF4 and THOP1 in BAS samples obtained during the ICU stay correlated with lung function (i.e., D levels) 3 months after hospital discharge. Similarly, Flt3L and THOP1 levels were correlated with radiological features (i.e., TSS). These proteins are expressed in immune and nonimmune lung cells. Poor host response to viral infectivity and an inappropriate reparative mechanism seem to be linked with the pathogenesis of the disease and fatal outcomes, respectively.
BAS proteomics identified novel factors associated with the pathology of SARS-CoV-2-induced ARDS and its adverse outcomes. BAS-based protein testing emerges as a novel tool for risk assessment in the ICU.
在有创机械通气(IMV)期间获得的支气管吸出物(BAS)是用于分子表型和决策制定的有用工具。
确定与 SARS-CoV-2 引起的 ARDS 患者危重患者的 BAS 样本中的疾病发病机制、全因死亡率和呼吸后遗症相关的蛋白质组学决定因素。
包括 74 例 COVID-19 和非 COVID-19 ARDS 危重患者的多中心研究。在开始 IMV 后通过支气管抽吸获得 BAS。使用邻近延伸测定(PEA)技术定量 364 种蛋白质。使用随机森林模型评估预测因子的重要性。
在调整混杂因素后,COVID-19 和非 COVID-19 患者中检测到 CST5、NADK、SRPK2 和 TGF-α 的差异。在 COVID-19 的随机森林模型中,CST5、DPP7、NADK、KYAT1 和 TYMP 显示出最高的变量重要性。在 COVID-19 患者中,即使在调整后,ICU 住院期间非幸存者的 ENTPD2 和 PTN 水平也较低。AGR2、NQO2、IL-1α、OSM 和 TRAIL 与 ICU 死亡率的相关性最强,并用于构建基于蛋白质的预测模型。Kaplan-Meier 曲线显示了 PTN、ENTPD2 和预测模型亚组之间死亡率风险的明显分离。Cox 回归模型支持这些发现。在幸存者中,ICU 住院期间 BAS 样本中 FCRL1、NTF4 和 THOP1 的水平与 3 个月后出院时的肺功能(即 D 水平)相关。同样,Flt3L 和 THOP1 水平与放射学特征(即 TSS)相关。这些蛋白质在免疫和非免疫肺细胞中表达。宿主对病毒感染性的反应不佳和不适当的修复机制似乎分别与疾病的发病机制和致命结局相关。
BAS 蛋白质组学鉴定了与 SARS-CoV-2 引起的 ARDS 及其不良结局相关的新型因素。基于 BAS 的蛋白质检测成为 ICU 风险评估的新工具。