ArticleEuropean journal of medical research2023
Role of epigenetics in the clinical evolution of COVID-19 disease. Epigenome-wide association study identifies markers of severe outcome.
Article in European journal of medical research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed, 22 citations in OpenAlex.
- Methylation patterns associated with TTV load in geriatric hospitalized patients: an exploratory functional analysis.GeroScience · 2026Article
- DNAm landscape up to 4 months post SARS-CoV-2 infection: insights from four population-based cohorts.Clinical epigenetics · 2026Article
- Article
- Deep Biological Clocks in Critical Care Medicine: A Scoping Review Toward Translational Precision Care.Journal of personalized medicine · 2026Review
- DNA methylation-based epigenetic clocks highlight immune-driven aging acceleration in COVID-19 across diverse populations.Biogerontology · 2025Article
- COVID-19 Hijacking of the Host Epigenome: Mechanisms, Biomarkers and Long-Term Consequences.International journal of molecular sciences · 2025Review
- Evaluation of methylation changes in blood cells of COVID-19 patients as a biomarker of severity of the infection.BMC infectious diseases · 2025Article
- The COVID-19 legacy: consequences for the human DNA methylome and therapeutic perspectives.GeroScience · 2025Review
- Analysis of Epigenome-Wide Association Studies.Methods in molecular biology (Clifton, N.J.) · 2025Article
- Epigenetic patterns, accelerated biological aging, and enhanced epigenetic drift detected 6 months following COVID-19 infection: insights from a genome-wide DNA methylation study.Clinical epigenetics · 2024Article
- Article
- Revisiting Epigenetics Fundamentals and Its Biomedical Implications.International journal of molecular sciences · 2024Review
- The impact of COVID-19 on "biological aging".Frontiers in immunology · 2024Review
- Integrating AI/ML Models for Patient Stratification Leveraging Omics Dataset and Clinical Biomarkers from COVID-19 Patients: A Promising Approach to Personalized Medicine.International journal of molecular sciences · 2023Article
- From aging to long COVID: exploring the convergence of immunosenescence, inflammaging, and autoimmunity.Frontiers in immunology · 2023Review
Corrections and comments
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Authors and funding
11 authors at 7 institutions in 1 country.
Funding
Abstract
backgroundCOVID-19 has a wide spectrum of clinical manifestations and given its impact on morbidity and mortality, there is an unmet medical need to discover endogenous cellular and molecular biomarkers that predict the expected clinical course of the disease. Recently, epigenetics and especially DNA methylation have been pointed out as a promising tool for outcome prediction in several diseases. METHODS AND
resultsUsing the Illumina Infinium Methylation EPIC BeadChip850K, we investigated genome-wide differences in DNA methylation in an Italian Cohort of patients with comorbidities and compared severe (n = 64) and mild (123) prognosis. Results showed that the epigenetic signature, already present at the time of Hospital admission, can significantly predict risk of severe outcomes. Further analyses provided evidence of an association between age acceleration and a severe prognosis after COVID-19 infection. The burden of Stochastic Epigenetic Mutation (SEMs) has been significantly increased in patients with poor prognosis. Results have been replicated in silico considering COVID-19 negative subjects and available previously published datasets.
conclusionsUsing original methylation data and taking advantage of already published datasets, we confirmed in the blood that epigenetics is actively involved in immune response after COVID-19 infection, allowing the identification of a specific signature able to discriminate the disease evolution. Furthermore, the study showed that epigenetic drift and age acceleration are associated with severe prognosis. All these findings prove that host epigenetics undergoes notable and specific rearrangements to respond to COVID-19 infection which can be used for a personalized, timely, and targeted management of COVID-19 patients during the first stages of hospitalization.
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