Cross-Cohort Integration of Blood DNA Methylation and Sepsis Transcriptomes Prioritizes TP53INP1 as a Candidate Associated with B-Cell Transcriptomic Patterns in Pediatric HAdV-7-Associated Sepsis
TP53INP1 is identified as a hypothesis-generating candidate linking HAdV-7-associated whole-blood methylation changes with B-cell regulatory networks observed in an external sepsis dataset, given the small discovery cohort and absence of experimental validation.
Abstract
Human adenovirus type 7 (HAdV-7) can cause severe pneumonia and sepsis in children, but the associated host epigenetic and immune alterations remain poorly defined. We profiled peripheral-blood DNA methylation in 11 children with HAdV-7-associated sepsis (6 survivors and 5 non-survivors) and 5 pediatric controls without clinically detectable HAdV-7 infection using reduced representation bisulfite sequencing. Differentially methylated genes were integrated with pediatric septic shock transcriptomic modules from GSE26440, and their cellular distribution and predicted regulatory effects were explored using the single-cell dataset GSE167363 and scTenifoldKnk. We identified 106 genes showing differential methylation across all three pairwise comparisons. Cross-cohort integration prioritized 19 candidate genes, among which TP53INP1 showed preferential expression in B cells in the external sepsis single-cell dataset. In silico perturbation of TP53INP1 was associated with changes in interferon-stimulated and antiviral genes, including TRIM22, IFI44L, and PARP14. These findings identify TP53INP1 as a hypothesis-generating candidate linking HAdV-7-associated whole-blood methylation changes with B-cell regulatory networks observed in an external sepsis dataset. Given the small discovery cohort and absence of experimental validation, the findings are exploratory and require confirmation in independent cohorts.
Introduction Severe COVID-19 is associated with innate immune dysregulation resembling sepsis-induced immunoparalysis. Epigenetic mechanisms, particularly changes in H3K4me3 enrichment at gene promoters, have been observed in immune tolerance and monocyte dysfunction in sepsis. Whether comparable H3K4me3 alterations oc...
Jan Niklas Thon, J. Schenz, Mascha O. Fiedler et al.· Frontiers in Immunology· 0 citations
Findings provide a computational framework for investigating inferred miRNA associations of monocyte inflammatory pathways associated with prior COVID-19 severity and highlight regulatory interactions that warrant further experimental validation.
Rajesh Das, VigneshwarSuriya Prakash Sinnarasan, D. Paul et al.· COVID· 0 citations
The findings support an association between DLK1-DIO3 miRNA target/pathway annotations and CLL-relevant transcriptional programs, providing a hypothesis-generating framework that warrants further experimental validation.
G. Markopoulos, Y. Simos, K. Tsamis et al.· Diseases· 0 citations
Integrative transcriptomic profiling identified peripheral T-cell dysregulation in CAP and highlighted CD8B, GZMM, MYL12B, and TUBA1A as candidate blood biomarkers.
Hua-Chi Jiang, Xiao-Qi Fan, Shu-Fang Zhou et al.· International Journal of Med...· 0 citations
An integrative transcriptomic and immune-genomic characterization of chronic insomnia is provided and SPTLC1, PTGES3, and HLA-G are identified as candidate hub genes associated with oxidative-stress-related immune signatures.
Zhi-Peng Xin· Egyptian Journal of Medical...· 0 citations
SIGLEC1 and TRIM25 are context-dependent immune signatures in sepsis and SLE, with loss-of-function evidence supporting SIGLEC1 in macrophage inflammatory responses, and both genes exhibited potential discriminatory capacity between disease cohorts and healthy controls.
Yan Xu, Hao Wang, Ying-Chun Hu et al.· Frontiers in Immunology· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.