Topological Structure of Epigenetic Forests in Flower Morphogenesis.

IF 2.3 4区 数学 Q2 BIOLOGY
Yuriria Cortés-Poza, J Rogelio Pérez-Buendía
{"title":"Topological Structure of Epigenetic Forests in Flower Morphogenesis.","authors":"Yuriria Cortés-Poza, J Rogelio Pérez-Buendía","doi":"10.1007/s11538-026-01688-2","DOIUrl":null,"url":null,"abstract":"<p><p>Understanding how stable developmental patterns emerge from gene regulatory networks remains a central problem in developmental biology. Here, we study how classical homeotic mutations reshape the epigenetic landscape of the floral gene regulatory network of Arabidopsis thaliana. We represent this landscape as an Epigenetic Forest: a collection of rooted in-arborescences induced by the state transition graph of a Boolean gene regulatory network, where each tree is the basin of attraction of a stable gene expression pattern associated with a floral or meristematic identity. We apply this framework to the wild-type network, three single homeotic mutants (ap1, pi, and ag), and three double mutants (ap3-pi, ag-pi, and ap1-ag). For each genotype, we quantify landscape organization using complementary descriptors of basin structure, convergence depth, fate diversity, dominance, inequality, and Jensen-Shannon divergence from wild type. The resulting landscapes reveal distinct modes of mutant-induced deformation. The ap1 mutant restricts fate accessibility and concentrates trajectories into dominant basins, whereas pi eliminates B-function-dependent identities while largely preserving global basin organization. In contrast, ag increases effective fate diversity despite the loss of reproductive identity, reflecting defective meristem termination and convergence to WUS-associated states. Double mutants exhibit non-additive deformation: ap3-pi is indistinguishable from pi across all reported descriptors, consistent with logical saturation of the AND-like B-function module, whereas ag-pi and ap1-ag produce distinct redistributions of fate accessibility. The framework recovers canonical floral identities and experimentally observed mutant phenotypes while treating the epigenetic landscape as a finite, computable object determined by regulatory logic. The framework thus provides a topology-based description of developmental robustness, epistasis, and mutant-induced landscape deformation.</p>","PeriodicalId":9372,"journal":{"name":"Bulletin of Mathematical Biology","volume":"88 7","pages":""},"PeriodicalIF":2.3000,"publicationDate":"2026-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13294335/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Bulletin of Mathematical Biology","FirstCategoryId":"100","ListUrlMain":"https://doi.org/10.1007/s11538-026-01688-2","RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Understanding how stable developmental patterns emerge from gene regulatory networks remains a central problem in developmental biology. Here, we study how classical homeotic mutations reshape the epigenetic landscape of the floral gene regulatory network of Arabidopsis thaliana. We represent this landscape as an Epigenetic Forest: a collection of rooted in-arborescences induced by the state transition graph of a Boolean gene regulatory network, where each tree is the basin of attraction of a stable gene expression pattern associated with a floral or meristematic identity. We apply this framework to the wild-type network, three single homeotic mutants (ap1, pi, and ag), and three double mutants (ap3-pi, ag-pi, and ap1-ag). For each genotype, we quantify landscape organization using complementary descriptors of basin structure, convergence depth, fate diversity, dominance, inequality, and Jensen-Shannon divergence from wild type. The resulting landscapes reveal distinct modes of mutant-induced deformation. The ap1 mutant restricts fate accessibility and concentrates trajectories into dominant basins, whereas pi eliminates B-function-dependent identities while largely preserving global basin organization. In contrast, ag increases effective fate diversity despite the loss of reproductive identity, reflecting defective meristem termination and convergence to WUS-associated states. Double mutants exhibit non-additive deformation: ap3-pi is indistinguishable from pi across all reported descriptors, consistent with logical saturation of the AND-like B-function module, whereas ag-pi and ap1-ag produce distinct redistributions of fate accessibility. The framework recovers canonical floral identities and experimentally observed mutant phenotypes while treating the epigenetic landscape as a finite, computable object determined by regulatory logic. The framework thus provides a topology-based description of developmental robustness, epistasis, and mutant-induced landscape deformation.

花形态发生中表观遗传林的拓扑结构。
了解稳定的发育模式是如何从基因调控网络中产生的,仍然是发育生物学的一个核心问题。在这里,我们研究了经典同源突变如何重塑拟南芥花基因调控网络的表观遗传景观。我们将这一景观描述为表观遗传森林:由布尔基因调控网络的状态转换图诱导的扎根乔木的集合,其中每棵树都是与花或分生组织身份相关的稳定基因表达模式的吸引力盆地。我们将该框架应用于野生型网络,三个单同源突变体(ap1, pi和ag)和三个双突变体(ap3-pi, ag-pi和ap1-ag)。对于每种基因型,我们使用盆地结构、收敛深度、命运多样性、优势度、不平等和与野生型的Jensen-Shannon散度的互补描述符来量化景观组织。由此产生的景观揭示了突变引起的变形的不同模式。ap1突变体限制了命运可达性并将轨迹集中到优势盆地,而pi则消除了b函数依赖的身份,同时在很大程度上保留了全球盆地组织。相比之下,ag增加了有效的命运多样性,尽管失去了生殖身份,反映了分生组织终止的缺陷和向wus相关状态的收敛。双突变体表现出非加性变形:在所有报道的描述符中,ap3-pi与pi难以区分,这与类and b功能模块的逻辑饱和一致,而ag-pi和ap1-ag产生不同的命运可及性重分布。该框架恢复典型的花特性和实验观察到的突变表型,同时将表观遗传景观视为由调控逻辑决定的有限的,可计算的对象。因此,该框架提供了基于拓扑的发育稳健性、上位性和突变引起的景观变形的描述。
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
CiteScore
3.90
自引率
8.60%
发文量
123
审稿时长
7.5 months
期刊介绍: The Bulletin of Mathematical Biology, the official journal of the Society for Mathematical Biology, disseminates original research findings and other information relevant to the interface of biology and the mathematical sciences. Contributions should have relevance to both fields. In order to accommodate the broad scope of new developments, the journal accepts a variety of contributions, including: Original research articles focused on new biological insights gained with the help of tools from the mathematical sciences or new mathematical tools and methods with demonstrated applicability to biological investigations Research in mathematical biology education Reviews Commentaries Perspectives, and contributions that discuss issues important to the profession All contributions are peer-reviewed.
×
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