Redundancy, noise, and plasticity: repetitive DNA as an epigenetic intelligence backbone of inflammatory regulation.

IF 4.3 Q1 GENETICS & HEREDITY
Environmental Epigenetics Pub Date : 2025-10-22 eCollection Date: 2025-01-01 DOI:10.1093/eep/dvaf028
Valentina Bollati, Elia Biganzoli
{"title":"Redundancy, noise, and plasticity: repetitive DNA as an epigenetic intelligence backbone of inflammatory regulation.","authors":"Valentina Bollati, Elia Biganzoli","doi":"10.1093/eep/dvaf028","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Repetitive DNA elements such as LINE1 have been proposed to support a redundant distributed, adaptive layer of gene regulation, contributing to \"Epigenetic Intelligence\" (EI). However, empirical evidence for their role in modulating inflammatory responses to environmental exposures remains limited.</p><p><strong>Objectives: </strong>We investigated whether the association of PM with an aerodynamic diameter ≤10 µm (PM<sub>10</sub>) with fibrinogen levels is modulated by LINE1 methylation (effect modification), acting as an epigenetic buffer of systemic inflammation in response to air pollution, looking at the EI hypothesis.</p><p><strong>Methods: </strong>We analyzed data from the SPHERE cohort (<i>n</i> = 1630), a population-based study in Northern Italy. Daily residential exposure to PM₁₀ was estimated, and LINE1 methylation was assessed via pyrosequencing. Fibrinogen was used as a biomarker of systemic inflammation. Generalized Additive Models with tensor product interactions were used to evaluate the PM₁₀ × LINE1 interaction, adjusting for relevant confounders.</p><p><strong>Results: </strong>The interaction between PM₁₀ exposure and LINE1 methylation was statistically supported (EDF ≈ 4.45, <i>P</i> < 0.001), with the model explaining ∼33% of deviance (adj. R² = 0.39). Individuals in the lowest tertile of LINE1 methylation exhibited a stronger positive association between PM₁₀ and fibrinogen, whereas those in the highest tertile showed a blunted response, suggesting a buffering modification effect. Results were confirmed by MARS models.</p><p><strong>Conclusions: </strong>Our findings were coherent with the concept of EI. LINE1 methylation modulates the inflammatory response to environmental stressors, possibly acting as an adaptive epigenetic filter that buffers weak or transient signals. This distributed regulatory capacity may be critical for immune homeostasis under the dynamic environmental challenge.</p>","PeriodicalId":11774,"journal":{"name":"Environmental Epigenetics","volume":"11 1","pages":"dvaf028"},"PeriodicalIF":4.3000,"publicationDate":"2025-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12587764/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Epigenetics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/eep/dvaf028","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"GENETICS & HEREDITY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Repetitive DNA elements such as LINE1 have been proposed to support a redundant distributed, adaptive layer of gene regulation, contributing to "Epigenetic Intelligence" (EI). However, empirical evidence for their role in modulating inflammatory responses to environmental exposures remains limited.

Objectives: We investigated whether the association of PM with an aerodynamic diameter ≤10 µm (PM10) with fibrinogen levels is modulated by LINE1 methylation (effect modification), acting as an epigenetic buffer of systemic inflammation in response to air pollution, looking at the EI hypothesis.

Methods: We analyzed data from the SPHERE cohort (n = 1630), a population-based study in Northern Italy. Daily residential exposure to PM₁₀ was estimated, and LINE1 methylation was assessed via pyrosequencing. Fibrinogen was used as a biomarker of systemic inflammation. Generalized Additive Models with tensor product interactions were used to evaluate the PM₁₀ × LINE1 interaction, adjusting for relevant confounders.

Results: The interaction between PM₁₀ exposure and LINE1 methylation was statistically supported (EDF ≈ 4.45, P < 0.001), with the model explaining ∼33% of deviance (adj. R² = 0.39). Individuals in the lowest tertile of LINE1 methylation exhibited a stronger positive association between PM₁₀ and fibrinogen, whereas those in the highest tertile showed a blunted response, suggesting a buffering modification effect. Results were confirmed by MARS models.

Conclusions: Our findings were coherent with the concept of EI. LINE1 methylation modulates the inflammatory response to environmental stressors, possibly acting as an adaptive epigenetic filter that buffers weak or transient signals. This distributed regulatory capacity may be critical for immune homeostasis under the dynamic environmental challenge.

Abstract Image

Abstract Image

Abstract Image

冗余,噪音和可塑性:重复DNA作为炎症调节的表观遗传智力支柱。
背景:重复DNA元件如LINE1已被提出支持冗余分布的适应性基因调控层,有助于“表观遗传智能”(EI)。然而,它们在调节炎症反应对环境暴露中的作用的经验证据仍然有限。目的:我们研究空气动力学直径≤10µm的PM (PM10)与纤维蛋白原水平的关系是否受到LINE1甲基化(效应修饰)的调节,LINE1甲基化在空气污染反应中作为系统性炎症的表观遗传缓冲,并观察EI假说。方法:我们分析了来自SPHERE队列(n = 1630)的数据,这是意大利北部一项基于人群的研究。估计每日居住暴露于PM 1 0,并通过焦磷酸测序评估LINE1甲基化。纤维蛋白原被用作全身性炎症的生物标志物。使用具有张量积相互作用的广义可加模型来评估PM₁₀x LINE1相互作用,并对相关混杂因素进行调整。结果:PM₁₀暴露与LINE1甲基化之间的相互作用有统计学支持(EDF≈4.45,P )。结论:我们的研究结果与EI的概念是一致的。LINE1甲基化调节炎症对环境压力的反应,可能作为一种适应性表观遗传过滤器缓冲微弱或短暂的信号。这种分布式调节能力可能对动态环境挑战下的免疫稳态至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Environmental Epigenetics
Environmental Epigenetics GENETICS & HEREDITY-
CiteScore
6.50
自引率
5.30%
发文量
0
审稿时长
17 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书