Abstract
BackgroundWe aim to explore the association of immunological features with COVID-19 severity.MethodsWe conducted a meta-analysis to estimate mean difference (MD) of immune cells and cytokines levels with COVID-19 severity in PubMed and Web of Science.ResultsA total of 16 studies with 1689 COVID-19 patients were included. Compared with mild cases, severe cases showed significantly lower levels of immune cells, CD3+ T cell (× 106, MD, -413.87; 95%CI, -611.39 to -216.34), CD4+ T cell (× 106, MD, -225.89; 95%CI, -306.36 to -145.43), CD8+ T cell (× 106, MD, -138.59; 95%CI, -176.36 to -100.82), B cell (× 106/L; MD, -23.87; 95%CI, -43.97 to -3.78) and NK cell (× 106/L; MD, -57.12; 95%CI, -81.18 to -33.06), and significantly higher levels of cytokines, TNF-α (pg/ml; MD, 0.34; 95%CI, 0.09 to 0.59), IL-5 (pg/ml; MD, 14.2; 95%CI, 3.99 to 24.4), IL-6 (pg/ml; MD, 13.07; 95%CI, 9.80 to 16.35), and IL-10 (pg/ml; MD, 2.04; 95%CI, 1.32 to 2.75). However, no significant differences were found in other indicators, IFN-γ (pg/ml; MD, 0.26; 95%CI, -0.05 to 0.56), IL-2 (pg/ml; MD, 0.05; 95%CI, -0.49 to 0.60), IL-4 (pg/ml; MD, -0.03; 95%CI, -0.68 to 0.62), Treg cell (× 106, MD, -0.13; 95%CI, -1.40 to 1.14), and CD4+/CD8+ ratio (MD, 0.17; 95%CI, -0.14 to 0.49).ConclusionOur meta-analysis revealed significant lower levels in immune cells (CD3+ T, CD4+ T, CD8+ T, B and NK cells) and significant higher levels in cytokines (TNF-α, IL-5, IL-6 and IL-10) in severe cases compared with mild cases of COVID-19. Measurement of immunological features could help to assess disease severity for effective triage of COVID-19 patients.