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菲律宾一家三级医院的中度至重度 COVID-19 患者中,实验室和免疫生物标志物在预测疾病进展和死亡率方面的效用。

Utility of laboratory and immune biomarkers in predicting disease progression and mortality among patients with moderate to severe COVID-19 disease at a Philippine tertiary hospital.

机构信息

Department of Medicine, Philippine General Hospital, University of the Philippines Manila, Manila, Philippines.

College of Medicine, University of the Philippines Manila, Manila, Philippines.

出版信息

Front Immunol. 2023 Feb 28;14:1123497. doi: 10.3389/fimmu.2023.1123497. eCollection 2023.

Abstract

PURPOSE

This study was performed to determine the clinical biomarkers and cytokines that may be associated with disease progression and in-hospital mortality in a cohort of hospitalized patients with RT-PCR confirmed moderate to severe COVID-19 infection from October 2020 to September 2021, during the first wave of COVID-19 pandemic before the advent of vaccination.

PATIENTS AND METHODS

Clinical profile was obtained from the medical records. Laboratory parameters (complete blood count [CBC], albumin, LDH, CRP, ferritin, D-dimer, and procalcitonin) and serum concentrations of cytokines (IL-1β, IL-2, IL-4, IL-6, IL-8, IL-10, IL-18, IFN-γ, IP-10, TNF-α) were measured on Days 0-3, 4-10, 11-14 and beyond Day 14 from the onset of illness. Regression analysis was done to determine the association of the clinical laboratory biomarkers and cytokines with the primary outcomes of disease progression and mortality. ROC curves were generated to determine the predictive performance of the cytokines.

RESULTS

We included 400 hospitalized patients with COVID-19 infection, 69% had severe to critical COVID-19 on admission. Disease progression occurred in 139 (35%) patients, while 18% of the total cohort died (73 out of 400). High D-dimer >1 µg/mL (RR 3.5 95%CI 1.83-6.69), elevated LDH >359.5 U/L (RR 1.85 95%CI 1.05-3.25), lymphopenia (RR 1.91 95%CI 1.14-3.19), and hypoalbuminemia (RR 2.67, 95%CI 1.05-6.78) were significantly associated with disease progression. High D-dimer (RR 3.95, 95%CI 1.62-9.61) and high LDH (RR 5.43, 95%CI 2.39-12.37) were also significantly associated with increased risk of in-hospital mortality. Nonsurvivors had significantly higher IP-10 levels at 0 to 3, 4 to 10, and 11 to 14 days from illness onset (0.01), IL-6 levels at 0 to 3 days of illness (=0.03) and IL-18 levels at days 11-14 of illness (<0.001) compared to survivors. IP-10 had the best predictive performance for disease progression at days 0-3 (AUC 0.81, 95%CI: 0.68-0.95), followed by IL-6 at 11-14 days of illness (AUC 0.67, 95%CI: 0.61-0.73). IP-10 predicted mortality at 11-14 days of illness (AUC 0.77, 95%CI: 0.70-0.84), and IL-6 beyond 14 days of illness (AUC 0.75, 95%CI: 0.68-0.82).

CONCLUSION

Elevated D-dimer, elevated LDH, lymphopenia and hypoalbuminemia are prognostic markers of disease progression. High IP-10 and IL-6 within the 14 days of illness herald disease progression. Additionally, elevated D-dimer and LDH, high IP-10, IL-6 and IL-18 were also associated with mortality. Timely utilization of these biomarkers can guide clinical monitoring and management decisions for COVID-19 patients in the Philippines.

摘要

目的

本研究旨在确定与 2020 年 10 月至 2021 年 9 月期间 COVID-19 大流行第一波期间住院的经 RT-PCR 确诊为中度至重度 COVID-19 感染的住院患者的疾病进展和院内死亡率相关的临床生物标志物和细胞因子。

方法

从病历中获取临床特征。在疾病发作后的第 0-3 天、第 4-10 天、第 11-14 天和第 14 天以上,测量实验室参数(全血细胞计数[CBC]、白蛋白、LDH、CRP、铁蛋白、D-二聚体和降钙素原)和血清细胞因子浓度(IL-1β、IL-2、IL-4、IL-6、IL-8、IL-10、IL-18、IFN-γ、IP-10、TNF-α)。进行回归分析以确定临床实验室生物标志物和细胞因子与疾病进展和死亡率的主要结局之间的关联。生成 ROC 曲线以确定细胞因子的预测性能。

结果

我们纳入了 400 例 COVID-19 感染住院患者,69%的患者入院时患有严重至危重症 COVID-19。139 例(35%)患者发生疾病进展,而总队列中有 18%的患者死亡(400 例中有 73 例)。高 D-二聚体>1μg/mL(RR 3.5 95%CI 1.83-6.69)、高 LDH>359.5 U/L(RR 1.85 95%CI 1.05-3.25)、淋巴细胞减少症(RR 1.91 95%CI 1.14-3.19)和低白蛋白血症(RR 2.67,95%CI 1.05-6.78)与疾病进展显著相关。高 D-二聚体(RR 3.95,95%CI 1.62-9.61)和高 LDH(RR 5.43,95%CI 2.39-12.37)也与住院死亡率增加显著相关。与幸存者相比,非幸存者在疾病发作后的第 0-3 天(0.01)、第 4-10 天(=0.03)和第 11-14 天(<0.001)的 IP-10 水平和第 11-14 天的 IL-6 水平(0.03)和 IL-18 水平(<0.001)显著升高。在第 0-3 天(AUC 0.81,95%CI:0.68-0.95)时,IP-10 对疾病进展的预测性能最佳,其次是第 11-14 天的 IL-6(AUC 0.67,95%CI:0.61-0.73)。第 11-14 天的 IP-10 预测死亡率(AUC 0.77,95%CI:0.70-0.84),第 14 天后的 IL-6 预测死亡率(AUC 0.75,95%CI:0.68-0.82)。

结论

升高的 D-二聚体、升高的 LDH、淋巴细胞减少症和低白蛋白血症是疾病进展的预后标志物。疾病发作后的第 14 天内高 IP-10 和 IL-6 预示着疾病进展。此外,升高的 D-二聚体和 LDH、高 IP-10、IL-6 和 IL-18 也与死亡率相关。及时利用这些生物标志物可以指导菲律宾 COVID-19 患者的临床监测和管理决策。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/754b/10011458/3f1760beeddf/fimmu-14-1123497-g001.jpg

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