Department of Traumatology and Acute Critical Medicine, Osaka University Graduate School of Medicine, Suita, Japan.
Osaka Prefectural Nakakawachi Emergency and Critical Care Center, Higashiosaka, Japan.
Front Immunol. 2022 Jan 12;12:798338. doi: 10.3389/fimmu.2021.798338. eCollection 2021.
Coronavirus disease 2019 (COVID-19) is a new viral disease. Uncontrolled inflammation called "cytokine storm" is reported to contribute to disease pathogenesis as well as sepsis. We aimed to identify cytokines related to the pathogenesis of COVID-19 through a proteomics analysis of 1463 plasma proteins, validate these cytokines, and compare them with sepsis.
In a derivation cohort of 306 patients with COVID-19, 1463 unique plasma proteins were measured on days 1, 4, and 8. Cytokines associated with disease severity and prognosis were derived. In a validation cohort of 62 COVID-19 patients and 38 sepsis patients treated in the intensive care unit [ICU], these derived cytokines were measured on days 1 (day of ICU admission), 2-3, and 6-8 (maximum: 3 time points/patient). Derived cytokines were compared with healthy controls and between COVID-19 and sepsis patients, and the associations with prognosis were evaluated. The time to wean off mechanical ventilation (MV) was evaluated only for COVID-19.
IL-6, amphiregulin, and growth differentiation factor (GDF)-15 were associated with disease severity and prognosis in the derivation cohort. In the validation cohort, IL-6 and GDF-15 were elevated in COVID-19 and sepsis on day 1, and the levels of these cytokines were higher in sepsis than in COVID-19. IL-6 and GDF-15 were associated with prognosis in sepsis. Cox proportional hazards model with time as a dependent covariate showed a significant relationship between plasma GDF-15 level and time to wean off MV (hazard ratio, 0.549 [95% confidence level, 0.382-0.789]). The GDF-15 level at ICU admission predicted late recovery.
GDF-15 and IL-6 derived from proteomics analysis were related with disease severity of COVID-19. Their values were higher in sepsis than in COVID-19 and were associated with prognosis in sepsis. In COVID-19 patients treated in the ICU, GDF-15 was associated with the time to wean off MV and better predicted late recovery.
2019 年冠状病毒病(COVID-19)是一种新的病毒性疾病。据报道,称为“细胞因子风暴”的失控炎症有助于疾病发病机制以及败血症。我们旨在通过对 1463 种血浆蛋白的蛋白质组学分析来确定与 COVID-19 发病机制相关的细胞因子,验证这些细胞因子,并将其与败血症进行比较。
在 COVID-19 患者的 306 例患者的推导队列中,在第 1、4 和 8 天测量了 1463 种独特的血浆蛋白。得出与疾病严重程度和预后相关的细胞因子。在 ICU 收治的 62 例 COVID-19 患者和 38 例败血症患者的验证队列中,在第 1 天(入住 ICU 当天),第 2-3 天和第 6-8 天(最多:每位患者 3 个时间点)测量这些衍生的细胞因子。将衍生的细胞因子与健康对照组进行比较,并在 COVID-19 和败血症患者之间进行比较,并评估与预后的关系。仅对 COVID-19 评估了机械通气(MV)的撤机时间。
IL-6、amphiregulin 和生长分化因子(GDF)-15 与推导队列中的疾病严重程度和预后相关。在验证队列中,COVID-19 和败血症患者在第 1 天的 IL-6 和 GDF-15 升高,败血症患者的这些细胞因子水平高于 COVID-19。IL-6 和 GDF-15 与败血症的预后相关。以时间为依赖协变量的 Cox 比例风险模型显示,血浆 GDF-15 水平与 MV 撤机时间之间存在显著关系(危险比,0.549 [95%置信区间,0.382-0.789])。ICU 入院时的 GDF-15 水平预测晚期恢复。
蛋白质组学分析得出的 GDF-15 和 IL-6 与 COVID-19 的疾病严重程度有关。它们在败血症中的值高于 COVID-19,与败血症的预后相关。在 ICU 接受治疗的 COVID-19 患者中,GDF-15 与 MV 撤机时间有关,并且更好地预测了晚期恢复。