Evaluation of Cytokines as Robust Diagnostic Biomarkers for COVID-19 Detection

被引:16
|
作者
Tamayo-Velasco, Alvaro [1 ]
Penarrubia-Ponce, Maria Jesus [1 ]
Javier Alvarez, Francisco [2 ,3 ]
Gonzalo-Benito, Hugo [3 ,4 ,5 ]
de la Fuente, Ignacio [1 ]
Martin-Fernandez, Marta [3 ,4 ,6 ]
Eiros, Jose Maria [7 ]
Martinez-Paz, Pedro [3 ,8 ]
Pablo Miramontes-Gonzalez, Jose [9 ,10 ]
Fiz-Lopez, Aida [11 ]
Arribas-Rodriguez, Elisa [11 ]
Cal-Sabater, Paloma [11 ]
Aller, Rocio [3 ,6 ,12 ]
Duenas, Carlos [13 ]
Heredia-Rodriguez, Maria [3 ,8 ,14 ]
Tamayo, Eduardo [3 ,8 ,15 ]
Bernardo, David [11 ,16 ]
Gomez-Sanchez, Esther [3 ,8 ,15 ]
机构
[1] Hosp Clin Univ Valladolid, Haematol & Hemotherapy Dept, Valladolid 47003, Spain
[2] Univ Valladolid, Fac Med, Pharmacol Dept, Pharmacol Big Data Lab, Valladolid 47005, Spain
[3] Grp Biomed Res Crit Care Med, BioCrit, Valladolid 47005, Spain
[4] Hosp Clin Univ Valladolid, Res Unit, Valladolid 47003, Spain
[5] Inst Hlth Sci Castile & Leon IECSCYL, Soria 47002, Spain
[6] Univ Valladolid, Fac Med, Dept Med Dermatol & Toxicol, Valladolid 47005, Spain
[7] Hosp Univ Rio Hortega, Microbiol Dept, Valladolid 47012, Spain
[8] Univ Valladolid, Fac Med, Dept Surg, Valladolid 47005, Spain
[9] Univ Pontificia Salamanca, Inst Invest Biomed Salamanca IBSAL, Salamanca 37002, Spain
[10] Hosp Univ Rio Hortega, Internal Med Dept, Valladolid 47012, Spain
[11] Univ Valladolid, Inst Biomed & Genet Mol IBGM, Mucosal Immunol Lab, CSIC, Valladolid 47005, Spain
[12] Hosp Clin Univ Valladolid, Gastroenterol Dept, Valladolid 47003, Spain
[13] Hosp Clin Univ Valladolid, Internal Med Dept, Valladolid 47003, Spain
[14] Hosp Clin Univ Salamanca, Anesthesiol & Crit Care Dept, Salamanca 37007, Spain
[15] Hosp Clin Univ Valladolid, Anesthesiol & Crit Care Dept, Valladolid 47003, Spain
[16] Ctr Invest Biomed Red Enfermedades Hepat & Digest, Madrid 28029, Spain
来源
JOURNAL OF PERSONALIZED MEDICINE | 2021年 / 11卷 / 07期
关键词
COVID-19; IP-10; diagnosis; biomarker; validation; INFLUENZA;
D O I
10.3390/jpm11070681
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Antigen tests or polymerase chain reaction (PCR) amplification are currently COVID-19 diagnostic tools. However, developing complementary diagnosis tools is mandatory. Thus, we performed a plasma cytokine array in COVID-19 patients to identify novel diagnostic biomarkers. A discovery-validation study in two independent prospective cohorts was performed. The discovery cohort included 136 COVID-19 and non-COVID-19 patients recruited consecutively from 24 March to 11 April 2020. Forty-five cytokines' quantification by the MAGPIX system (Luminex Corp., Austin, TX, USA) was performed in plasma samples. The validation cohort included 117 patients recruited consecutively from 15 to 25 April 2020 for validating results by ELISA. COVID-19 patients showed different levels of multiple cytokines compared to non-COVID-19 patients. A single chemokine, IP-10, accurately identified COVID-19 patients who required hospital admission (AUC: 0.962; 95%CI (0.933-0.992); p < 0.001)). The results were validated in an independent cohort by multivariable analysis (OR: 25.573; 95%CI (8.127-80.469); p < 0.001) and AUROC (AUC: 0.900; 95%CI (0.846-0.954); p < 0.001). Moreover, showing IP-10 plasma levels over 173.35 pg/mL identified COVID-19 with higher sensitivity (86.20%) than the first SARS-CoV-2 PCR. Our discover-validation study identified IP-10 as a robust biomarker in clinical practice for COVID-19 diagnosis at hospital. Therefore, IP-10 could be used as a complementary tool in clinical practice, especially in emergency departments.
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页数:11
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