ArticleEpigenetics & chromatin2021
Risk-focused differences in molecular processes implicated in SARS-CoV-2 infection: corollaries in DNA methylation and gene expression.
Article in Epigenetics & chromatin, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 22 citations in OpenAlex.
- Article
- Epigenetic age acceleration in young adults with congenital heart disease.Clinical epigenetics · 2026Article
- Epigenetic age and neurodevelopmental outcomes in children born preterm.Genetics in medicine open · 2026Article
- ACE2: Friend or Foe in Post-COVID-19 Neurodegeneration?International journal of molecular sciences · 2025Review
- Article
- COVID-19 Hijacking of the Host Epigenome: Mechanisms, Biomarkers and Long-Term Consequences.International journal of molecular sciences · 2025Review
- Sex Differences in Oxidative Stress Concerning Allergic Diseases.Biomolecules · 2025Review
- Distinct maternal DNA methylation associations with gestational age at early and late-mid term pregnancy in a low- and middle-income country: evaluation of biological, genetic, and psychosocial contributors.BMC pregnancy and childbirth · 2025Article
- Accounting for differences between Infinium MethylationEPIC v2 and v1 in DNA methylation-based tools.Life science alliance · 2025Article
- Unmasking Pediatric Asthma: Epigenetic Fingerprints and Markers of Respiratory Infections.International journal of molecular sciences · 2025Review
- Accounting for differences between Infinium MethylationEPIC v2 and v1 in DNA methylation-based tools.bioRxiv : the preprint server for biology · 2025Article
- Epigenome-wide association study of cerebrospinal fluid-based biomarkers of Alzheimer's disease in cognitively normal individuals.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Article
- Impact of age-related changes in buccal epithelial cells on pediatric epigenetic biomarker research.Nature communications · 2025Article
- Systems-wide view of host-pathogen interactions across COVID-19 severities using integrated omics analysis.iScience · 2024Article
- Pancancer analysis of the correlations of HS6ST2 with prognosis, tumor immunity, and drug resistance.Scientific reports · 2023Article
- Immune Functions of Astrocytes in Viral Neuroinfections.International journal of molecular sciences · 2023Review
- Titanium Dioxide Nanoparticles Altered the lncRNA Expression Profile in Human Lung Cells.International journal of environmental research and public health · 2023Article
- Epigenetic rewiring of pathways related to odour perception in immune cells exposed to SARS-CoV-2Epigenetics · 2022Article
- Insights into Cardiovascular Defects and Cardiac Epigenome in the Context of COVID-19.Epigenomes · 2022Review
- Epigenetic-related Effects of COVID-19 on Human Cells.Infectious disorders drug targets · 2022Article
Corrections and comments
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Authors and funding
10 authors at 4 institutions in 1 country.
Funding
Abstract
backgroundUnderstanding the molecular basis of susceptibility factors to the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection is a global health imperative. It is well-established that males are more likely to acquire SARS-CoV-2 infection and exhibit more severe outcomes. Similarly, exposure to air pollutants and pre-existing respiratory chronic conditions, such as asthma and chronic obstructive respiratory disease (COPD) confer an increased risk to coronavirus disease 2019 (COVID-19).
methodsWe investigated molecular patterns associated with risk factors in 398 candidate genes relevant to COVID-19 biology. To accomplish this, we downloaded DNA methylation and gene expression data sets from publicly available repositories (GEO and GTEx Portal) and utilized data from an empirical controlled human exposure study conducted by our team.
resultsFirst, we observed sex-biased DNA methylation patterns in autosomal immune genes, such as NLRP2, TLE1, GPX1, and ARRB2 (FDR < 0.05, magnitude of DNA methylation difference Δβ > 0.05). Second, our analysis on the X-linked genes identified sex associated DNA methylation profiles in genes, such as ACE2, CA5B, and HS6ST2 (FDR < 0.05, Δβ > 0.05). These associations were observed across multiple respiratory tissues (lung, nasal epithelia, airway epithelia, and bronchoalveolar lavage) and in whole blood. Some of these genes, such as NLRP2 and CA5B, also exhibited sex-biased gene expression patterns. In addition, we found differential DNA methylation patterns by COVID-19 status for genes, such as NLRP2 and ACE2 in an exploratory analysis of an empirical data set reporting on human COVID-9 infections. Third, we identified modest DNA methylation changes in CpGs associated with PRIM2 and TATDN1 (FDR < 0.1, Δβ > 0.05) in response to particle-depleted diesel exhaust in bronchoalveolar lavage. Finally, we captured a DNA methylation signature associated with COPD diagnosis in a gene involved in nicotine dependence (COMT) (FDR < 0.1, Δβ > 0.05).
conclusionOur findings on sex differences might be of clinical relevance given that they revealed molecular associations of sex-biased differences in COVID-19. Specifically, our results hinted at a potentially exaggerated immune response in males linked to autosomal genes, such as NLRP2. In contrast, our findings at X-linked loci such as ACE2 suggested a potentially distinct DNA methylation pattern in females that may interact with its mRNA expression and inactivation status. We also found tissue-specific DNA methylation differences in response to particulate exposure potentially capturing a nitrogen dioxide (NO
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