Chromatin remodeling in peripheral blood cells reflects COVID-19 symptom severity
Giroux, N. S.; Ding, S.; McClain, M. T.; Burke, T. W.; Petzold, E. W.; Chung, H. A.; Palomino, G. R.; Wang, E.; Xi, R.; Bose, S.; Rotstein, T.; Nicholson, B. P.; Chen, T.; Henao, R.; Sempowski, G. D.; Denny, T. N.; Ko, E. R.; Ginsburg, G. S.; Kraft, B. D.; Tsalik, E. L.; Woods, C. W.; Shen, X.
Show abstract
SARS-CoV-2 infection triggers highly variable host responses and causes varying degrees of illness in humans. We sought to harness the peripheral blood mononuclear cell (PBMC) response over the course of illness to provide insight into COVID-19 physiology. We analyzed PBMCs from subjects with variable symptom severity at different stages of clinical illness before and after IgG seroconversion to SARS-CoV-2. Prior to seroconversion, PBMC transcriptomes did not distinguish symptom severity. In contrast, changes in chromatin accessibility were associated with symptom severity. Furthermore, single-cell analyses revealed evolution of the chromatin accessibility landscape and transcription factor motif occupancy for individual PBMC cell types. The most extensive remodeling occurred in CD14+ monocytes where sub-populations with distinct chromatin accessibility profiles were associated with disease severity. Our findings indicate that pre-seroconversion chromatin remodeling in certain innate immune populations is associated with divergence in symptom severity, and the identified transcription factors, regulatory elements, and downstream pathways provide potential prognostic markers for COVID-19 subjects. One sentence summaryChromatin accessibility in immune cells from COVID-19 subjects is remodeled prior to seroconversion to reflect disease severity.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Deep immune profiling of COVID-19 patients reveals patient heterogeneity and distinct immunotypes with implications for therapeutic interventions 96%
- The transcription factor Zeb2 drives differentiation of age-associated B cells 95%
- Functional regulatory variants implicate distinct transcriptional networks in dementia 94%
Similar papers in this journal
- Implication of DNA methylation changes at chromosome 1q21.1 in the brain pathology of Primary Progressive Multiple Sclerosis 94%
- Senescent-like microglia limit remyelination through the senescence associated secretory phenotype 94%
- Protective immune trajectories in early viral containment of non-pneumonic SARS-CoV-2 infection 94%
Similar papers in this journal
Similar papers in this journal
"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.