Epigenetic factor competition reshapes the EMT landscape

Author:

Al-Radhawi M. Ali12,Tripathi Shubham234ORCID,Zhang Yun56,Sontag Eduardo D.178ORCID,Levine Herbert247ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, Northeastern University, Boston, MA 02115

2. Center for Theoretical Biological Physics, Northeastern University, Boston, MA 02115

3. PhD Program in Systems, Synthetic, and Physical Biology, Rice University, Houston, TX 77005

4. Department of Physics, Northeastern University, Boston, MA 02115

5. Whitehead Institute for Biomedical Research, Cambridge, MA 02142

6. State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China

7. Department of Bioengineering, Northeastern University, Boston, MA 02115

8. Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA 02115

Abstract

The emergence of and transitions between distinct phenotypes in isogenic cells can be attributed to the intricate interplay of epigenetic marks, external signals, and gene-regulatory elements. These elements include chromatin remodelers, histone modifiers, transcription factors, and regulatory RNAs. Mathematical models known as gene-regulatory networks (GRNs) are an increasingly important tool to unravel the workings of such complex networks. In such models, epigenetic factors are usually proposed to act on the chromatin regions directly involved in the expression of relevant genes. However, it has been well-established that these factors operate globally and compete with each other for targets genome-wide. Therefore, a perturbation of the activity of a regulator can redistribute epigenetic marks across the genome and modulate the levels of competing regulators. In this paper, we propose a conceptual and mathematical modeling framework that incorporates both local and global competition effects between antagonistic epigenetic regulators, in addition to local transcription factors, and show the counterintuitive consequences of such interactions. We apply our approach to recent experimental findings on the epithelial–mesenchymal transition (EMT). We show that it can explain the puzzling experimental data, as well as provide verifiable predictions.

Funder

National Science Foundation

DOD | USAF | AMC | Air Force Office of Scientific Research

Susan G. Komen

Publisher

Proceedings of the National Academy of Sciences

Subject

Multidisciplinary

Reference99 articles.

1. L. Wolpert, C. Tickle, A. M. Arias, Principles of Development (Oxford University Press, Oxford, UK, ed. 6, 2019).

2. EMT: 2016

3. Epigenetic reprogramming and post-transcriptional regulation during the epithelial–mesenchymal transition

4. L. Eichelberger ., Maintenance of epithelial traits and resistance to mesenchymal reprogramming promote proliferation in metastatic breast cancer. bioRxiv [Preprint] (2020). https://doi.org/10.1101/2020.03.19.998823. Accessed 20 June 2022.

5. Poised Chromatin at the ZEB1 Promoter Enables Breast Cancer Cell Plasticity and Enhances Tumorigenicity

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3