Predicting outcomes of COVID-19 from admission biomarkers: a prospective UK cohort study

被引:42
作者
Arnold, David T. [1 ]
Attwood, Marie [2 ]
Barratt, Shaney [1 ]
Morley, Anna [1 ]
Elvers, Karen T. [3 ]
McKernon, Jorgen [4 ]
Donald, Charmaine [5 ]
Oates, Adrian [4 ]
Noel, Alan [2 ]
MacGowan, Alasdair [2 ]
Maskell, Nick A. [1 ]
Hamilton, Fergus W. [6 ]
机构
[1] Univ Bristol, Acad Resp Unit, Bristol BS10 5NB, Avon, England
[2] North Bristol NHS Trust, Bristol Ctr Antimicrobial Res, Bristol, Avon, England
[3] Cardiff Univ, Med Discovery Inst Cardiff, Cardiff, Wales
[4] North Bristol NHS Trust, Biochem, Bristol, Avon, England
[5] North Bristol NHS Trust, Immunol, Bristol, Avon, England
[6] North Bristol NHS Trust, Infect Sci, Bristol, Avon, England
基金
美国国家卫生研究院;
关键词
infectious diseases; SARS; respiratory; pneumonia; infections;
D O I
10.1136/emermed-2020-210380
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Introduction COVID-19 has an unpredictable clinical course, so prognostic biomarkers would be invaluable when triaging patients on admission to hospital. Many biomarkers have been suggested using large observational datasets but sample timing is crucial to ensure prognostic relevance. The DISCOVER study prospectively recruited patients with COVID-19 admitted to a UK hospital and analysed a panel of putative prognostic biomarkers on the admission blood sample to identify markers of poor outcome. Methods Consecutive patients admitted to hospital with proven or clinicoradiological suspected COVID-19 were consented. Admission bloods were extracted from the clinical laboratory. A panel of biomarkers (interleukin-6 (IL-6), soluble urokinase plasminogen activator receptor (suPAR), Krebs von den Lungen 6, troponin, ferritin, lactate dehydrogenase, B-type natriuretic peptide, procalcitonin) were performed in addition to routinely performed markers (C reactive protein (CRP), neutrophils, lymphocytes, neutrophil:lymphocyte ratio). Age, National Early Warning Score (NEWS2), CURB-65 and radiographic severity score on initial chest radiograph were included as comparators. All biomarkers were tested in logistic regression against a composite outcome of non-invasive ventilation, intensive care admission or death, with area under the curve (AUC) (figures calculated). Results 187 patients had 28-day outcomes at the time of analysis. CRP (AUC: 0.69, 95% CI: 0.59 to 0.78), lymphocyte count (AUC: 0.62, 95% CI: 0.53 to 0.72) and other routine markers did not predict the primary outcome. IL-6 (AUC: 0.77, 0.65 to 0.88) and suPAR (AUC: 0.81, 0.72 to 0.88) showed some promise, but simple clinical features alone such as NEWS2 score (AUC: 0.70, 0.60 to 0.79) or age (AUC: 0.70, 0.62 to 0.77) performed nearly as well. Discussion Admission blood biomarkers have only moderate predictive value for predicting COVID-19 outcomes, while simple clinical features such as age and NEWS2 score outperform many biomarkers. IL-6 and suPAR had the best performance, and further studies should focus on the additive value of these biomarkers to routine care.
引用
收藏
页码:543 / 548
页数:6
相关论文
共 25 条
  • [1] Systematic assessment of venous thromboembolism in COVID-19 patients receiving thromboprophylaxis: incidence and role of D-dimer as predictive factors
    Artifoni, Mathieu
    Danic, Gwenvael
    Gautier, Giovanni
    Gicquel, Pascal
    Boutoille, David
    Raffi, Francois
    Neel, Antoine
    Lecomte, Raphael
    [J]. JOURNAL OF THROMBOSIS AND THROMBOLYSIS, 2020, 50 (01) : 211 - 216
  • [2] Fong AH-T., 2020, RADIOLOGY, DOI [DOI 10.1148/RADIOL.2020201160, 10.1148/radiol.2020201160]
  • [3] A clinical risk score to identify patients with COVID-19 at high risk of critical care admission or death: An observational cohort study
    Galloway, James B.
    Norton, Sam
    Barker, Richard D.
    Brookes, Andrew
    Carey, Ivana
    Clarke, Benjamin D.
    Jina, Raeesa
    Reid, Carole
    Russell, Mark D.
    Sneep, Ruth
    Sugarman, Leah
    Williams, Sarah
    Yates, Mark
    Teo, James
    Shah, Ajay M.
    Cantle, Fleur
    [J]. JOURNAL OF INFECTION, 2020, 81 (02) : 282 - 288
  • [4] Prognostic value of NT-proBNP in patients with severe COVID-19
    Gao, Lei
    Jiang, Dan
    Wen, Xue-song
    Cheng, Xiao-cheng
    Sun, Min
    He, Bin
    You, Lin-na
    Lei, Peng
    Tan, Xiao-wei
    Qin, Shu
    Cai, Guo-qiang
    Zhang, Dong-ying
    [J]. RESPIRATORY RESEARCH, 2020, 21 (01)
  • [5] Profiling serum cytokines in COVID-19 patients reveals IL-6 and IL-10 are disease severity predictors
    Han, Huan
    Ma, Qingfeng
    Li, Cong
    Liu, Rui
    Zhao, Li
    Wang, Wei
    Zhang, Pingan
    Liu, Xinghui
    Gao, Guosheng
    Liu, Fang
    Jiang, Yingan
    Cheng, Xiaoming
    Zhu, Chengliang
    Xia, Yuchen
    [J]. EMERGING MICROBES & INFECTIONS, 2020, 9 (01) : 1123 - 1130
  • [6] The REDCap consortium: Building an international community of software platform partners
    Harris, Paul A.
    Taylor, Robert
    Minor, Brenda L.
    Elliott, Veida
    Fernandez, Michelle
    O'Neal, Lindsay
    McLeod, Laura
    Delacqua, Giovanni
    Delacqua, Francesco
    Kirby, Jacqueline
    Duda, Stephany N.
    [J]. JOURNAL OF BIOMEDICAL INFORMATICS, 2019, 95
  • [7] Hematologic, biochemical and immune biomarker abnormalities associated with severe illness and mortality in coronavirus disease 2019 (COVID-19): a meta-analysis
    Henry, Brandon Michael
    de Oliveira, Maria Helena Santos
    Benoit, Stefanie
    Plebani, Mario
    Lippi, Giuseppe
    [J]. CLINICAL CHEMISTRY AND LABORATORY MEDICINE, 2020, 58 (07) : 1021 - 1028
  • [8] Elevated levels of IL-6 and CRP predict the need for mechanical ventilation in COVID-19
    Herold, Tobias
    Jurinovic, Vindi
    Arnreich, Chiara
    Lipworth, Brian J.
    Hellmuth, Johannes C.
    von Bergwelt-Baildon, Michael
    Klein, Matthias
    Weinberger, Tobias
    [J]. JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2020, 146 (01) : 128 - +
  • [9] Ihle-Hansen H, 2020, TIDSSKR NORSKE LAEGE, V140, P662, DOI 10.4045/tidsskr.20.0301
  • [10] ISARIC, 2020, INT SEV AC RESP EM C