ArticleComputational and structural biotechnology journal2024
Methylation and transcriptomic profiling reveals short term and long term regulatory responses in polarized macrophages.
Article in Computational and structural biotechnology journal, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- The Role of Epigenetics in Corneal Fibrosis.Epigenomes · 2026Review
- Aging Impairs Macrophage Phagocytosis Through Mitochondrial ROS-Induced Collagen Production.Aging cell · 2026Article
- Unveiling gene modules at Atlas scale through hierarchical clustering of single-cell data.Nature communications · 2026Article
- MUUMI: an R package for statistical and network-based meta-analysis for multi-omics data integration.BMC bioinformatics · 2026Article
- TransPilot: mining key transcription factors by correlating binding sites with differentially expressed genes.Bioinformatics advances · 2026Article
- Mechanisms and therapeutic prospects of DNA methylation-mucosal innate immunity crosstalk in inflammatory bowel disease.Frontiers in immunology · 2026Review
- A versatile distance-based approach for gene expression selection across diverse biological systems.Frontiers in immunology · 2026Article
- BMDx2: A Tool for Integrating Toxicogenomics-Based Dose-Dependency Analysis and AOP-Based Mechanistic Insights.Small methods · 2025Article
- Development of a novel transcriptomic measure of aging: Transcriptomic Mortality-risk Age (TraMA).Aging · 2025Article
- Crosstalk between metabolism and epigenetics during macrophage polarization.Epigenetics & chromatin · 2025Review
- Toxicogenomic assessment of in vitro macrophages exposed to profibrotic challenge reveals a sustained transcriptomic immune signature.Computational and structural biotechnology journal · 2024Article
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Authors and funding
8 authors.
Funding
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Abstract
Macrophage plasticity allows the adoption of distinct functional states in response to environmental cues. While unique transcriptomic profiles define these states, focusing solely on transcription neglects potential long-term effects. The investigation of epigenetic changes can be used to understand how temporary stimuli can result in lasting effects. Epigenetic alterations play an important role in the pathophysiology of macrophages, including their trained innate immunity, enabling faster and more efficient inflammatory responses upon subsequent encounters to the same pathogen or insult. In this study, we used a multi-omics approach to elucidate the interplay between gene expression and DNA-methylation, to explore the potential long-term effects of diverse polarizing environments on macrophage activity. We identified a common core set of genes that are differentially methylated regardless of exposure type, indicating a potential common fundamental mechanism for adaptation to various stimuli. Functional analysis revealed that processes requiring rapid responses displayed transcriptomic regulation, whereas functions critical for long-term adaptations exhibited co-regulation at both transcriptomic and epigenetic levels. Our study uncovers a novel set of genes linked to the long-term effects of macrophage polarization. This discovery underscores the potential of epigenetics in elucidating how macrophages establish long-term memory and influence health outcomes.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.