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基于白细胞介素-6 与白细胞介素-10 比值的线性预后评分预测 COVID-19 结局。

A linear prognostic score based on the ratio of interleukin-6 to interleukin-10 predicts outcomes in COVID-19.

机构信息

Department of Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland; Beaumont Hospital, Dublin, Ireland.

Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States; Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States.

出版信息

EBioMedicine. 2020 Nov;61:103026. doi: 10.1016/j.ebiom.2020.103026. Epub 2020 Oct 8.

Abstract

BACKGROUND

Prognostic tools are required to guide clinical decision-making in COVID-19.

METHODS

We studied the relationship between the ratio of interleukin (IL)-6 to IL-10 and clinical outcome in 80 patients hospitalized for COVID-19, and created a simple 5-point linear score predictor of clinical outcome, the Dublin-Boston score. Clinical outcome was analysed as a three-level ordinal variable ("Improved", "Unchanged", or "Declined"). For both IL-6:IL-10 ratio and IL-6 alone, we associated clinical outcome with a) baseline biomarker levels, b) change in biomarker level from day 0 to day 2, c) change in biomarker from day 0 to day 4, and d) slope of biomarker change throughout the study. The associations between ordinal clinical outcome and each of the different predictors were performed with proportional odds logistic regression. Associations were run both "unadjusted" and adjusted for age and sex. Nested cross-validation was used to identify the model for incorporation into the Dublin-Boston score.

FINDINGS

The 4-day change in IL-6:IL-10 ratio was chosen to derive the Dublin-Boston score. Each 1 point increase in the score was associated with a 5.6 times increased odds for a more severe outcome (OR 5.62, 95% CI -3.22-9.81, P = 1.2 × 10). Both the Dublin-Boston score and the 4-day change in IL-6:IL-10 significantly outperformed IL-6 alone in predicting clinical outcome at day 7.

INTERPRETATION

The Dublin-Boston score is easily calculated and can be applied to a spectrum of hospitalized COVID-19 patients. More informed prognosis could help determine when to escalate care, institute or remove mechanical ventilation, or drive considerations for therapies.

FUNDING

Funding was received from the Elaine Galwey Research Fellowship, American Thoracic Society, National Institutes of Health and the Parker B Francis Research Opportunity Award.

摘要

背景

需要预后工具来指导 COVID-19 的临床决策。

方法

我们研究了 80 名因 COVID-19 住院患者的白细胞介素 (IL)-6 与 IL-10 比值与临床结局之间的关系,并创建了一个简单的 5 分线性临床结局预测评分,即都柏林-波士顿评分。临床结局分析为三水平有序变量(“改善”、“不变”或“恶化”)。对于 IL-6:IL-10 比值和 IL-6 单独,我们将临床结局与 a)基线生物标志物水平、b)第 0 天至第 2 天生物标志物水平的变化、c)第 0 天至第 4 天生物标志物的变化以及 d)整个研究期间生物标志物变化的斜率相关联。使用比例优势逻辑回归分析将有序临床结局与每个不同预测因子之间的关联。分别在未调整和调整年龄和性别后进行了关联。使用嵌套交叉验证来确定要纳入都柏林-波士顿评分的模型。

结果

选择 4 天的 IL-6:IL-10 比值变化来推导都柏林-波士顿评分。评分每增加 1 分,与更严重结局的几率增加 5.6 倍相关(OR 5.62,95%CI -3.22-9.81,P=1.2×10)。在预测第 7 天的临床结局时,都柏林-波士顿评分和 IL-6:IL-10 的 4 天变化均明显优于单独的 IL-6。

解释

都柏林-波士顿评分易于计算,可应用于各种住院 COVID-19 患者。更准确的预后可以帮助确定何时加强护理,启动或停止机械通气,或推动治疗方案的考虑。

资助

这项研究得到了 Elaine Galwey 研究奖学金、美国胸科学会、美国国立卫生研究院和 Parker B Francis 研究机会奖的资助。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fd57/7648116/f3acd528043f/gr1.jpg

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