Epigenetics and Evolution: Transposons and the Stochastic Epigenetic Modification Model

S. Branciamore, A. Rodin, Grigoriy Gogoshin, A. Riggs
{"title":"Epigenetics and Evolution: Transposons and the Stochastic Epigenetic Modification Model","authors":"S. Branciamore, A. Rodin, Grigoriy Gogoshin, A. Riggs","doi":"10.3934/genet.2015.2.148","DOIUrl":null,"url":null,"abstract":"Abstract In addition to genetic variation, epigenetic variation and transposons can greatly affect the evolutionary fitnesses landscape and gene expression. Previously we proposed a mathematical treatment of a general epigenetic variation model that we called Stochastic Epigenetic Modification (SEM) model. In this study we follow up with a special case, the Transposon Silencing Model (TSM), with, once again, emphasis on quantitative treatment. We have investigated the evolutionary effects of epigenetic changes due to transposon (T) insertions; in particular, we have considered a typical gene locus A and postulated that (i) the expression level of gene A depends on the epigenetic state (active or inactive) of a cis-located transposon element T, (ii) stochastic variability in the epigenetic silencing of T occurs only in a short window of opportunity during development, (iii) the epigenetic state is then stable during further development, and (iv) the epigenetic memory is fully reset at each generation. We develop the model using two complementary approaches: a standard analytical population genetics framework (diffusion equations) and Monte-Carlo simulations. Both approaches led to similar estimates for the probability of fixation and time of fixation of locus TA with initial frequency P in a randomly mating diploid population of effective size Ne . We have ascertained the effect that ρ, the probability of transposon modification during the developmental window, has on the population (species). One of our principal conclusions is that as ρ increases, the pattern of fixation of the combined TA locus goes from “neutral” to “dominant” to “over-dominant”. We observe that, under realistic values of ρ, epigenetic modifications can provide an efficient mechanism for more rapid fixation of transposons and cis-located gene alleles. The results obtained suggest that epigenetic silencing, even if strictly transient (being reset at each generation), can still have significant macro-evolutionary effects. Importantly, this conclusion also holds for the static fitness landscape. To the best of our knowledge, no previous analytical modeling has treated stochastic epigenetic changes during a window of opportunity.","PeriodicalId":43477,"journal":{"name":"AIMS Genetics","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2015-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"14","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"AIMS Genetics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3934/genet.2015.2.148","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 14

Abstract

Abstract In addition to genetic variation, epigenetic variation and transposons can greatly affect the evolutionary fitnesses landscape and gene expression. Previously we proposed a mathematical treatment of a general epigenetic variation model that we called Stochastic Epigenetic Modification (SEM) model. In this study we follow up with a special case, the Transposon Silencing Model (TSM), with, once again, emphasis on quantitative treatment. We have investigated the evolutionary effects of epigenetic changes due to transposon (T) insertions; in particular, we have considered a typical gene locus A and postulated that (i) the expression level of gene A depends on the epigenetic state (active or inactive) of a cis-located transposon element T, (ii) stochastic variability in the epigenetic silencing of T occurs only in a short window of opportunity during development, (iii) the epigenetic state is then stable during further development, and (iv) the epigenetic memory is fully reset at each generation. We develop the model using two complementary approaches: a standard analytical population genetics framework (diffusion equations) and Monte-Carlo simulations. Both approaches led to similar estimates for the probability of fixation and time of fixation of locus TA with initial frequency P in a randomly mating diploid population of effective size Ne . We have ascertained the effect that ρ, the probability of transposon modification during the developmental window, has on the population (species). One of our principal conclusions is that as ρ increases, the pattern of fixation of the combined TA locus goes from “neutral” to “dominant” to “over-dominant”. We observe that, under realistic values of ρ, epigenetic modifications can provide an efficient mechanism for more rapid fixation of transposons and cis-located gene alleles. The results obtained suggest that epigenetic silencing, even if strictly transient (being reset at each generation), can still have significant macro-evolutionary effects. Importantly, this conclusion also holds for the static fitness landscape. To the best of our knowledge, no previous analytical modeling has treated stochastic epigenetic changes during a window of opportunity.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
表观遗传学和进化:转座子和随机表观遗传修饰模型
摘要除遗传变异外,表观遗传变异和转座子对进化适应度景观和基因表达也有很大影响。以前,我们提出了一个数学处理一般表观遗传变异模型,我们称之为随机表观遗传修饰(SEM)模型。在这项研究中,我们跟进了一个特殊的案例,转座子沉默模型(TSM),再次强调定量治疗。我们研究了转座子(T)插入引起的表观遗传变化的进化效应;特别是,我们考虑了一个典型的基因座a,并假设(i)基因a的表达水平取决于顺式转座子元件T的表观遗传状态(活跃或不活跃),(ii) T的表观遗传沉默的随机变异性只发生在发育过程中的短时间窗口内,(iii)在进一步发育过程中表观遗传状态是稳定的,(iv)每一代的表观遗传记忆都被完全重置。我们使用两种互补的方法开发模型:标准分析群体遗传学框架(扩散方程)和蒙特卡罗模拟。在有效大小为Ne的随机交配二倍体群体中,两种方法对初始频率为P的位点TA的固定概率和固定时间的估计相似。我们已经确定了在发育窗口期转座子修饰的概率ρ对种群(种)的影响。我们的主要结论之一是,随着ρ的增加,组合TA位点的固定模式从“中性”到“显性”再到“过显性”。我们观察到,在现实的ρ值下,表观遗传修饰可以提供更快速固定转座子和顺式定位基因等位基因的有效机制。所获得的结果表明,表观遗传沉默,即使严格来说是短暂的(每一代重置),仍然可以产生重大的宏观进化影响。重要的是,这个结论也适用于静态健身领域。据我们所知,以前没有分析模型处理过机会窗口期间的随机表观遗传变化。
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 去求助
来源期刊
AIMS Genetics
AIMS Genetics GENETICS & HEREDITY-
自引率
0.00%
发文量
0
审稿时长
12 weeks
期刊最新文献
Evidence for novel epigenetic marks within plants. The roles of genes in the bitter taste. A robust circular RNA-based prognostic signature for postoperative recurrence in stage II/III colon cancer. Re-engineering anti-CTLA-4 antibodies for enhancing cancer immunotherapy efficacy and safety PDE4B gene polymorphism in Russian patients with panic disorder
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1