Circulating microRNA profiles predict the severity of COVID-19 in hospitalized patients

被引:111
作者
De Gonzalo-Calvo, David
Benitez, Ivan D.
Pinilla, Lucia
Carratala, Amara
Moncusi-Moix, Anna
Gort-Paniello, Clara
Molinero, Marta
Gonzalez, Jessica
Torres, Gerard
Bernal, Maria
Pico, Silvia
Almansa, Raquel
Jorge, Noelia
Ortega, Alicia
Bustamante-Munguira, Elena
Gomez, Jose Manuel
Gonzalez-Rivera, Milagros
Micheloud, Dariela
Ryan, Pablo
Martinez, Amalia
Tamayo, Luis
Aldecoa, Cesar
Ferrer, Ricard
Ceccato, Adrian
Fernandez-Barat, Laia
Motos, Ana
Riera, Jordi
Menendez, Rosario
Garcia-Gasulla, Dario
Penuelas, Oscar
Torres, Antoni
Bermejo-Martin, Jesus F.
Barbe, Ferran
机构
[1] Univ Hosp Arnau de Vilanova & Santa Maria, Translat Res Resp Med, Lleida, Spain
[2] Inst Hlth Carlos III, CIBER Resp Dis CIBERES, Madrid, Spain
[3] Univ Hosp Arnau de Vilanova, Dept Lab Med, Lleida, Spain
[4] Hosp Univ Rio Hortega Valladolid, Valladolid, Spain
[5] Inst Invest Biomed Salamanca IBSAL, Salamanca, Spain
[6] Hosp Clin Univ Valladolid, Valladolid, Spain
[7] Hosp Gen Univ Gregorio Maranon, Madrid, Spain
[8] Hosp Univ Infanta Leonor, Madrid, Spain
[9] Hosp Univ Rio Hortega, Valladolid, Spain
[10] Vall dHebron Hosp Univ, Dept Intens Care, SODIR Res Grp, Vall dHebron Inst Recerca VHIR, Barcelona, Spain
[11] Univ Barcelona, Serv Pneumol, Hosp Clin, IDIBAPS, Barcelona, Spain
[12] Univ & Polytech Hosp La Fe, Pulmonol Serv, Valencia, Spain
[13] Barcelona Supercomp Ctr BSC, Barcelona, Spain
[14] Hosp Univ Getafe, Madrid, Spain
关键词
MIRNA EXPRESSION; PLASMA; DISEASE; SIGNATURE; QUALITY; RNA;
D O I
10.1016/j.trsl.2021.05.004
中图分类号
R446 [实验室诊断]; R-33 [实验医学、医学实验];
学科分类号
1001 ;
摘要
We aimed to examine the circulating microRNA (miRNA) profile of hospitalized COVID-19 patients and evaluate its potential as a source of biomarkers for the management of the disease. This was an observational and multicenter study that included 84 patients with a positive nasopharyngeal swab Polymerase chain reaction (PCR) test for SARS-CoV-2 recruited during the first pandemic wave in Spain (March-June 2020). Patients were stratified according to disease severity: hospitalized patients admitted to the clinical wards without requiring critical care and patients admitted to the intensive care unit (ICU). An additional study was completed including ICU nonsurvivors and survivors. Plasma miRNA profiling was performed using reverse transcription polymerase quantitative chain reaction (RTqPCR). Predictive models were constructed using least absolute shrinkage and selection operator (LASSO) regression. Ten circulating miRNAs were dysregulated in ICU patients compared to ward patients. LASSO analysis identified a signature of three miRNAs (miR-148a-3p, miR-451a and miR-486-5p) that distinguishes between ICU and ward patients (AUC (95% CI) = 0.89 (0.81-0.97)). Among critically ill patients, six miRNAs were downregulated between nonsurvivors and survivors. A signature based on two miRNAs (miR-192-5p and miR-323a-3p) differentiated ICU nonsurvivors from survivors (AUC (95% CI) = 0.80 (0.64-0.96)). The discriminatory potential of the signature was higher than that observed for laboratory parameters such as leukocyte counts, C-reactive protein (CRP) or D-dimer [maximum AUC (95% CI) for these variables = 0.73 (0.55-0.92)]. miRNA levels were correlated with the duration of ICU stay. Specific circulating miRNA profiles are associated with the severity of COVID-19. Plasma miRNA signatures emerge as a novel tool to assist in the early prediction of vital status deterioration among ICU patients. (Translational Research 2021; 236:147-159)
引用
收藏
页码:147 / 159
页数:13
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