ArticleJournal of leukocyte biology2021
Genome-wide DNA methylation profiling of peripheral blood reveals an epigenetic signature associated with severe COVID-19.
Article in Journal of leukocyte biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 90 papers, 1 of them a synthesis that pooled it.
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The trial behind it
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Who cites it
90 citing papers in PubMed, 1 synthesis or guideline pooled it, 138 citations in OpenAlex.
- Epigenetic changes in patients with post-acute COVID-19 symptoms (PACS) and long-COVID: A systematic review.Expert reviews in molecular medicine · 2024Pooled it
- DNA methylation predicts the outcome of COVID-19 patients with acute respiratory distress syndrome.Journal of translational medicine · 2022Trial
- DNA methylation-mediated suppression of endocytosis confers resistance to duck hepatitis A virus type 3.Microbiology spectrum · 2026Article
- Article
- The cell with many faces: lung macrophage plasticity and function in response to environmental and pathogenic insults.Physiological reviews · 2026Review
- Unraveling the layers of epigenetic control in respiratory antiviral defense.Journal of virology · 2026Review
- DNAm landscape up to 4 months post SARS-CoV-2 infection: insights from four population-based cohorts.Clinical epigenetics · 2026Article
- DNA methylation profiles at hospital admission are associated with subsequent severe COVID-19 outcomes.Clinical epigenetics · 2026Article
- Psychomotor and neurofunctional sequelae after COVID-19.Acta neuropsychiatrica · 2026Article
- Deep Biological Clocks in Critical Care Medicine: A Scoping Review Toward Translational Precision Care.Journal of personalized medicine · 2026Review
- Functional Genomic Evidence for Candidate Small Viral RNA-Mediated Epigenetic Interference in SARS-CoV-1 and SARS-CoV-2.Computational and structural biotechnology journal · 2026Article
- SARS-CoV2 and Anti-COVID-19 mRNA Vaccines: Is There a Plausible Mechanistic Link with Cancer?Cancers · 2025Review
- Association of systemic immune-inflammation index (SII) with epigenetic age acceleration in adults: insights from NHANES.Epigenetics · 2025Article
- Article
- COVID-19 Hijacking of the Host Epigenome: Mechanisms, Biomarkers and Long-Term Consequences.International journal of molecular sciences · 2025Review
- Immunological Mechanisms Underlying Allergy Predisposition After SARS-CoV-2 Infection in Children.Cells · 2025Review
- From ageing clocks to human digital twins in personalising healthcare through biological age analysis.NPJ digital medicine · 2025Article
- Evaluation of methylation changes in blood cells of COVID-19 patients as a biomarker of severity of the infection.BMC infectious diseases · 2025Article
- Improving the odds of survival: transgenerational effects of infections.EMBO molecular medicine · 2025Review
- Methylation patterns of the nasal epigenome of hospitalized SARS-CoV-2 positive patients reveal insights into molecular mechanisms of COVID-19.BMC medical genomics · 2025Article
30 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
19 authors at 8 institutions in 1 country.
Funding
Abstract
The global pandemic caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a highly pathogenic RNA virus causing coronavirus disease 2019 (COVID-19) in humans. Although most patients with COVID-19 have mild illness and may be asymptomatic, some will develop severe pneumonia, acute respiratory distress syndrome, multi-organ failure, and death. RNA viruses such as SARS-CoV-2 are capable of hijacking the epigenetic landscape of host immune cells to evade antiviral defense. Yet, there remain considerable gaps in our understanding of immune cell epigenetic changes associated with severe SARS-CoV-2 infection pathology. Here, we examined genome-wide DNA methylation (DNAm) profiles of peripheral blood mononuclear cells from 9 terminally-ill, critical COVID-19 patients with confirmed SARS-CoV-2 plasma viremia compared with uninfected, hospitalized influenza, untreated primary HIV infection, and mild/moderate COVID-19 HIV coinfected individuals. Cell-type deconvolution analyses confirmed lymphopenia in severe COVID-19 and revealed a high percentage of estimated neutrophils suggesting perturbations to DNAm associated with granulopoiesis. We observed a distinct DNAm signature of severe COVID-19 characterized by hypermethylation of IFN-related genes and hypomethylation of inflammatory genes, reinforcing observations in infection models and single-cell transcriptional studies of severe COVID-19. Epigenetic clock analyses revealed severe COVID-19 was associated with an increased DNAm age and elevated mortality risk according to GrimAge, further validating the epigenetic clock as a predictor of disease and mortality risk. Our epigenetic results reveal a discovery DNAm signature of severe COVID-19 in blood potentially useful for corroborating clinical assessments, informing pathogenic mechanisms, and revealing new therapeutic targets against SARS-CoV-2.
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