Back

Immune transcriptomic differences in paediatric patients with SARS-CoV-2 compared to other lower respiratory tract infections

Kitaba, N. T.; Workman, L.; Cohen, C.; Baralle, D.; Kong, E.; Botha, M.; Johnson, M.; Goldblatt, D.; Nicol, M. P.; Holloway, J. W.; Zar, H. J.

2025-11-07 immunology
10.1101/2025.11.07.687132 bioRxiv
Show abstract

The clinical severity of SARS-CoV-2 infection in children varies, with asymptomatic or mild illness predominating and a minority developing severe disease. Understanding the immunological responses that underlie severity of disease may guide future development of preventive or therapeutic interventions. This study compared whole blood transcriptomes of healthy children (N=127), children with mild/asymptomatic SARS-CoV-2 infection (N=71) and children hospitalised with severe SARS-COV-2 (N=41), lower respiratory tract illness (LRTI) or LRTI due to Respiratory Syncytial Virus (RSV-LRTI) (N=47) or Pulmonary Tuberculosis (PTB) (N=47). We identified >5000 differentially expressed genes including: OLFM4, IFI27, CBX7, IGF2BP3, OTOF for severe SARS-CoV-2; IFI27, OTOF, SIGLEC1, IFI44L and USP18 for RSV-LRTI, and MMP8, LTF, IGF2BP3, GPR84, CD177, C1QC and DEFA4 for PTB, at false discovery rate (FDR) <0.05. Pathway analysis identified enrichment for neutrophil degranulation, interferon gamma signalling, overexpression of ribosomal proteins and depletion of immune response in severe SARS-CoV-2 compared to healthy (SAR-COV-2 uninfected) children. Weighted Gene Co-expression Network Analysis (WGCNA) identified 10 correlated gene modules shared between LRTI showing similar underlying response mechanisms. Cellular decomposition analysis identified the depletion of 22 cell types in severe SARS-CoV-2, 16 for RSV-LRTI and 21 for PTB compared to healthy SARS-CoV-2 uninfected control children. We identified 82 genes important for discriminating asymptomatic/mild from severe SARS-CoV-2 including CBX7, TRAF1, ZNF324 and CASS4; 93 healthy from severe SARS-CoV-2 including RORC, CBX7, NR3C2, MID2 and ADAMTS2; 110 genes for RSV-LRTI and 95 for PTB children which can be used for future therapeutic targets. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=99 SRC="FIGDIR/small/687132v1_ufig1.gif" ALT="Figure 1"> View larger version (28K): org.highwire.dtl.DTLVardef@13db618org.highwire.dtl.DTLVardef@7df9e2org.highwire.dtl.DTLVardef@a0a448org.highwire.dtl.DTLVardef@818cef_HPS_FORMAT_FIGEXP M_FIG C_FIG

Matching journals

The top 3 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.