» Articles » PMID: 37239019

Dynamics of Gene Expression Profiling and Identification of High-Risk Patients for Severe COVID-19

Abstract

The clinical manifestations of SARS-CoV-2 infection vary widely, from asymptomatic infection to the development of acute respiratory distress syndrome (ARDS) and death. The host response elicited by SARS-CoV-2 plays a key role in determining the clinical outcome. We hypothesized that determining the dynamic whole blood transcriptomic profile of hospitalized adult COVID-19 patients and characterizing the subgroup that develops severe disease and ARDS would broaden our understanding of the heterogeneity in clinical outcomes. We recruited 60 hospitalized patients with RT-PCR-confirmed SARS-CoV-2 infection, among whom 19 developed ARDS. Peripheral blood was collected using PAXGene RNA tubes within 24 h of admission and on day 7. There were 2572 differently expressed genes in patients with ARDS at baseline and 1149 at day 7. We found a dysregulated inflammatory response in COVID-19 ARDS patients, with an increased expression of genes related to pro-inflammatory molecules and neutrophil and macrophage activation at admission, in addition to an immune regulation loss. This led, in turn, to a higher expression of genes related to reactive oxygen species, protein polyubiquitination, and metalloproteinases in the latter stages. Some of the most significant differences in gene expression found between patients with and without ARDS corresponded to long non-coding RNA involved in epigenetic control.

Citing Articles

Metabolomic profile of severe COVID-19 and a signature predictive of progression towards severe disease status: a prospective cohort study (METCOVID).

Mallol R, Rombauts A, Abelenda-Alonso G, Gudiol C, Balsalobre M, Carratala J Sci Rep. 2025; 15(1):4963.

PMID: 39929875 PMC: 11811168. DOI: 10.1038/s41598-025-87288-x.


Advancements in omics technologies: Molecular mechanisms of acute lung injury and acute respiratory distress syndrome (Review).

Zheng Z, Qiao X, Yin J, Kong J, Han W, Qin J Int J Mol Med. 2025; 55(3.

PMID: 39749711 PMC: 11722059. DOI: 10.3892/ijmm.2024.5479.


A systems biology approach unveils different gene expression control mechanisms governing the immune response genetic program in peripheral blood mononuclear cells exposed to SARS-CoV-2.

Marin D, Fernandez G, Hernandez J, Taborda N PLoS One. 2024; 19(12):e0314754.

PMID: 39637135 PMC: 11620636. DOI: 10.1371/journal.pone.0314754.


Longitudinal transcriptomic analysis reveals persistent enrichment of iron homeostasis and erythrocyte function pathways in severe COVID-19 ARDS.

Eltobgy M, Johns F, Farkas D, Leuenberger L, Cohen S, Ho K Front Immunol. 2024; 15:1397629.

PMID: 39161760 PMC: 11330807. DOI: 10.3389/fimmu.2024.1397629.


Non-coding RNAs expression in SARS-CoV-2 infection: pathogenesis, clinical significance, and therapeutic targets.

Liu X, Xiong W, Ye M, Lu T, Yuan K, Chang S Signal Transduct Target Ther. 2023; 8(1):441.

PMID: 38057315 PMC: 10700414. DOI: 10.1038/s41392-023-01669-0.


References
1.
Spranger S, Dai D, Horton B, Gajewski T . Tumor-Residing Batf3 Dendritic Cells Are Required for Effector T Cell Trafficking and Adoptive T Cell Therapy. Cancer Cell. 2017; 31(5):711-723.e4. PMC: 5650691. DOI: 10.1016/j.ccell.2017.04.003. View

2.
Zhang Q, Bastard P, Liu Z, Le Pen J, Moncada-Velez M, Chen J . Inborn errors of type I IFN immunity in patients with life-threatening COVID-19. Science. 2020; 370(6515). PMC: 7857407. DOI: 10.1126/science.abd4570. View

3.
Fraser D, Cepinskas G, Patterson E, Slessarev M, Martin C, Daley M . Novel Outcome Biomarkers Identified With Targeted Proteomic Analyses of Plasma From Critically Ill Coronavirus Disease 2019 Patients. Crit Care Explor. 2020; 2(9):e0189. PMC: 7449255. DOI: 10.1097/CCE.0000000000000189. View

4.
Ren X, Wen W, Fan X, Hou W, Su B, Cai P . COVID-19 immune features revealed by a large-scale single-cell transcriptome atlas. Cell. 2021; 184(7):1895-1913.e19. PMC: 7857060. DOI: 10.1016/j.cell.2021.01.053. View

5.
Bezerra R, Valenca I, Ruy P, Ximenez J, da Silva Junior W, Covas D . The novel coronavirus SARS-CoV-2: From a zoonotic infection to coronavirus disease 2019. J Med Virol. 2020; 92(11):2607-2615. PMC: 7283665. DOI: 10.1002/jmv.26072. View