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.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Urine Cytokines as biomarkers in COVID-19 Patients
    Komnenov, Dragana
    Dhar, Nivedita
    Lamb, Laura
    Wills, Melissa
    Khaliq, Fareea
    Timar, Ryan
    Chancellor, Michael
    Bartolone, Sarah
    Ward, Elijah
    Rossi, Noreen
    Bitar, Ali
    Dhar, Sorabh
    Cohn, Johnathan
    FASEB JOURNAL, 2021, 35
  • [2] International COVID-19 thrombosis biomarkers colloquium: COVID-19 diagnostic tests
    Gurbel, Paul A.
    Tantry, Udaya S.
    Storey, Robert F.
    JOURNAL OF THROMBOSIS AND THROMBOLYSIS, 2021, 52 (04) : 992 - 998
  • [3] International COVID-19 thrombosis biomarkers colloquium: COVID-19 diagnostic tests
    Paul A. Gurbel
    Udaya S. Tantry
    Robert F. Storey
    Journal of Thrombosis and Thrombolysis, 2021, 52 : 992 - 998
  • [4] MicroRNAs and cytokines as potential predictive biomarkers for COVID-19 disease progression
    Hatem A. Mohamed
    Aya Eid Abdelkafy
    Rasha M. M. Khairy
    Salama R. Abdelraheim
    Bothina Ahmed Kamel
    Heba Marey
    Scientific Reports, 13
  • [5] An Inventory of Diagnostic Tools for Detection of COVID-19
    Bhatt, Akansha
    Fatima, Zeeshan
    Ruwali, Munindra
    Hameed, Saif
    CURRENT MOLECULAR MEDICINE, 2022, 22 (07) : 608 - 620
  • [6] MicroRNAs and cytokines as potential predictive biomarkers for COVID-19 disease progression
    Mohamed, Hatem A.
    Abdelkafy, Aya Eid
    Khairy, Rasha M. M.
    Abdelraheim, Salama R.
    Kamel, Bothina Ahmed
    Marey, Heba
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [7] Evaluation of current diagnostic methods for COVID-19
    Alpdagtas, Saadet
    Ilhan, Elif
    Uysal, Ebru
    Sengor, Mustafa
    Ustundag, Cem Bulent
    Gunduz, Oguzhan
    APL BIOENGINEERING, 2020, 4 (04)
  • [8] Evaluation of Biomarkers of Severity in Patients with COVID-19 Infection
    Yamamoto, Akitaka
    Wada, Hideo
    Ichikawa, Yuhuko
    Mizuno, Hikaru
    Tomida, Masaki
    Masuda, Jun
    Makino, Katsutoshi
    Kodama, Shuji
    Yoshida, Masamichi
    Fukui, Shunsuke
    Moritani, Isao
    Inoue, Hidekazu
    Shiraki, Katsuya
    Shimpo, Hideto
    JOURNAL OF CLINICAL MEDICINE, 2021, 10 (17)
  • [9] Evaluation of serum and urine biomarkers for severe COVID-19
    Shansky, Yaroslav D.
    Yanushevich, Oleg O.
    Gospodarik, Alina V.
    Maev, Igor V.
    Krikheli, Natella I.
    Levchenko, Oleg V.
    Zaborovsky, Andrew V.
    Evdokimov, Vladimir V.
    Solodov, Alexander A.
    Bely, Petr A.
    Andreev, Dmitry N.
    Serkina, Anna N.
    Esiev, Sulejman S.
    Komarova, Anastacia V.
    Sokolov, Philip S.
    Fomenko, Aleksei K.
    Devkota, Mikhail K.
    Tsaregorodtsev, Sergei V.
    Bespyatykh, Julia A.
    FRONTIERS IN MEDICINE, 2024, 11
  • [10] Robust COVID-19 Detection in CT Images with CLIP
    Lin, Li
    Krubha, Yamini Sri
    Yang, Zhenhuan
    Ren, Cheng
    Le, Thuc Duy
    Amerini, Irene
    Wang, Xin
    Hu, Shu
    2024 IEEE 7TH INTERNATIONAL CONFERENCE ON MULTIMEDIA INFORMATION PROCESSING AND RETRIEVAL, MIPR 2024, 2024, : 586 - 592