Blood transcriptome responses in patients correlate with severity of COVID-19 disease

被引:7
|
作者
Wang, Ya [1 ,2 ,3 ]
Schughart, Klaus [4 ,5 ]
Pelaia, Tiana Maria [1 ]
Chew, Tracy [6 ]
Kim, Karan [2 ]
Karvunidis, Thomas [7 ,8 ]
Knippenberg, Ben [9 ]
Teoh, Sally [1 ]
Phu, Amy L. [10 ,11 ]
Short, Kirsty R. [12 ]
Iredell, Jonathan [13 ,14 ,15 ,16 ]
Thevarajan, Irani [17 ,18 ]
Audsley, Jennifer [17 ,18 ]
Macdonald, Stephen [19 ,20 ,21 ]
Burcham, Jonathon [22 ]
McLean, Anthony [1 ,3 ]
Tang, Benjamin [1 ,2 ]
Shojaei, Maryam [1 ,2 ,3 ]
机构
[1] Nepean Hosp, Dept Intens Care Med, Penrith, NSW, Australia
[2] Westmead Inst Med Res, Ctr Immunol & Allergy Res, Westmead, NSW, Australia
[3] Univ Sydney, Nepean Hosp, Fac Med & Hlth, Sydney Med Sch Nepean, Penrith, NSW, Australia
[4] Univ Tennessee, Ctr Hlth Sci, Dept Microbiol Immunol & Biochem, Memphis, TN 38163 USA
[5] Univ Munster, Inst Mol Virol, Munster, Germany
[6] Univ Sydney, Sydney Informat Hub, Core Res Facil, Sydney, NSW, Australia
[7] Charles Univ Prague, Dept Internal Med 1, Med ICU, Plzen, Czech Republic
[8] Teaching Hosp, Plzen, Czech Republic
[9] St George Hosp, Dept Microbiol, Kogarah, NSW, Australia
[10] Westmead Hosp, Western Sydney Local Hlth Dist, Res & Educ Network, Westmead, NSW, Australia
[11] Univ Sydney, Westmead Hosp, Fac Med & Hlth, Sydney Med Sch Westmead, Westmead, NSW, Australia
[12] Univ Queensland, Sch Chem & Mol Biosci, Brisbane, Qld, Australia
[13] Westmead Inst Med Res, Ctr Infect Dis & Microbiol, Westmead, NSW, Australia
[14] Univ Sydney, Fac Med & Hlth, Sch Med Sci, Sydney, NSW, Australia
[15] Westmead Hosp, Western Sydney Local Hlth Dist, Westmead, NSW, Australia
[16] Univ Sydney, Sydney Inst Infect Dis, Sydney, NSW, Australia
[17] Royal Melbourne Hosp, Victorian Infect Dis Serv, Peter Doherty Inst Infect & Immun, Melbourne, Vic, Australia
[18] Univ Melbourne, Dept Infect Dis, Peter Doherty Inst Infect & Immun, Melbourne, Vic, Australia
[19] Royal Perth Hosp, Harry Perkins Inst Med Res, Ctr Clin Res Emergency Med, Perth, WA, Australia
[20] Univ Western Australia, Med Sch, Perth, WA, Australia
[21] Royal Perth Hosp, Emergency Dept, Perth, WA, Australia
[22] Royal Perth Bentley Grp, Ctr Clin Res Emergency Med, Perth, WA, Australia
来源
FRONTIERS IN IMMUNOLOGY | 2023年 / 13卷
基金
英国医学研究理事会; 澳大利亚国家健康与医学研究理事会;
关键词
SARS-CoV-2; RNA sequencing; host immune response; deconvolution; WGCNA;
D O I
10.3389/fimmu.2022.1043219
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
BackgroundCoronavirus disease 2019 (COVID-19) is an infectious disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Infected individuals display a wide spectrum of disease severity, as defined by the World Health Organization (WHO). One of the main factors underlying this heterogeneity is the host immune response, with severe COVID-19 often associated with a hyperinflammatory state. AimOur current study aimed to pinpoint the specific genes and pathways underlying differences in the disease spectrum and outcomes observed, through in-depth analyses of whole blood transcriptomics in a large cohort of COVID-19 participants. ResultsAll WHO severity levels were well represented and mild and severe disease displaying distinct gene expression profiles. WHO severity levels 1-4 were grouped as mild disease, and signatures from these participants were different from those with WHO severity levels 6-9 classified as severe disease. Severity level 5 (moderate cases) presented a unique transitional gene signature between severity levels 2-4 (mild/moderate) and 6-9 (severe) and hence might represent the turning point for better or worse disease outcome. Gene expression changes are very distinct when comparing mild/moderate or severe cases to healthy controls. In particular, we demonstrated the hallmark down-regulation of adaptive immune response pathways and activation of neutrophil pathways in severe compared to mild/moderate cases, as well as activation of blood coagulation pathways. ConclusionsOur data revealed discrete gene signatures associated with mild, moderate, and severe COVID-19 identifying valuable candidates for future biomarker discovery.
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页数:18
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