ArticlePloS one2016
Information Thermodynamics of Cytosine DNA Methylation.
Article in PloS one, 2016. 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.
- Intragenic methylation repatterning is associated with alternative splicing and unique epigenetic phenotypes.bioRxiv : the preprint server for biology · 2026Article
- Intragenic methylation repatterning is associated with alternative splicing and unique epigenetic phenotypes.Environmental epigenetics · 2026Article
- Short-Term High Light Stress Analysis Through Differential Methylation Identifies Root Architecture and Cell Size Responses.Plant, cell & environment · 2025Article
- Spatial clustering based on geographically weighted multivariate generalized gamma regression.MethodsX · 2024Article
- Phenotypic plasticity for improved light harvesting, in tandem with methylome repatterning in reef-building corals.Molecular ecology · 2024Article
- On the thermodynamics of DNA methylation process.Scientific reports · 2023Article
- Re-analysis of publicly available methylomes using signal detection yields new information.Scientific reports · 2023Article
- Segregation of an MSH1 RNAi transgene produces heritable non-genetic memory in association with methylome reprogramming.Nature communications · 2020Article
- Discrimination of DNA Methylation Signal from Background Variation for Clinical Diagnostics.International journal of molecular sciences · 2019Article
- Stress-responsive pathways and small RNA changes distinguish variable developmental phenotypes caused by MSH1 loss.BMC plant biology · 2017Article
- Genome-Wide Discriminatory Information Patterns of Cytosine DNA Methylation.International journal of molecular sciences · 2016Article
Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Cytosine DNA methylation (CDM) is a stable epigenetic modification to the genome and a widespread regulatory process in living organisms that involves multicomponent molecular machines. Genome-wide cytosine methylation patterning participates in the epigenetic reprogramming of a cell, suggesting that the biological information contained within methylation positions may be amenable to decoding. Adaptation to a new cellular or organismal environment also implies the potential for genome-wide redistribution of CDM changes that will ensure the stability of DNA molecules. This raises the question of whether or not we would be able to sort out the regulatory methylation signals from the CDM background ("noise") induced by thermal fluctuations. Here, we propose a novel statistical and information thermodynamic description of the CDM changes to address the last question. The physical basis of our statistical mechanical model was evaluated in two respects: 1) the adherence to Landauer's principle, according to which molecular machines must dissipate a minimum energy ε = kBT ln2 at each logic operation, where kB is the Boltzmann constant, and T is the absolute temperature and 2) whether or not the binary stretch of methylation marks on the DNA molecule comprise a language of sorts, properly constrained by thermodynamic principles. The study was performed for genome-wide methylation data from 152 ecotypes and 40 trans-generational variations of Arabidopsis thaliana and 93 human tissues. The DNA persistence length, a basic mechanical property altered by CDM, was estimated with values from 39 to 66.9 nm. Classical methylome analysis can be retrieved by applying information thermodynamic modelling, which is able to discriminate signal from noise. Our finding suggests that the CDM signal comprises a language scheme properly constrained by molecular thermodynamic principles, which is part of an epigenomic communication system that obeys the same thermodynamic rules as do current human communication systems.
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