Topography of epithelial-mesenchymal plasticity

被引:83
作者
Font-Clos, Francesc [1 ]
Zapperi, Stefano [1 ,2 ]
La Porta, Caterina A. M. [3 ]
机构
[1] Univ Milan, Dept Phys, Ctr Complex & Biosyst, I-20133 Milan, Italy
[2] CNR, Ist Chim Mat Condensata & Tecnol Energia, I-20125 Milan, Italy
[3] Univ Milan, Dept Environm Sci & Policy, Ctr Complex & Biosyst, I-20133 Milan, Italy
基金
欧洲研究理事会;
关键词
epithelial-mesenchymal transition; epigenetic landscape; Boolean networks; SPIN-GLASSES; KAUFFMAN MODEL; BREAST-CANCER; TRANSITION; DIFFERENTIATION; PHASE; LANDSCAPE; DYNAMICS; NETWORK; CELLS;
D O I
10.1073/pnas.1722609115
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
The transition between epithelial and mesenchymal states has fundamental importance for embryonic development, stem cell reprogramming, and cancer progression. Here, we construct a topographic map underlying epithelial-mesenchymal transitions using a combination of numerical simulations of a Boolean network model and the analysis of bulk and single-cell gene expression data. The map reveals a multitude of metastable hybrid phenotypic states, separating stable epithelial and mesenchymal states, and is reminiscent of the free energy measured in glassy materials and disordered solids. Our work not only elucidates the nature of hybrid mesenchymal/epithelial states but also provides a general strategy to construct a topographic representation of phenotypic plasticity from gene expression data using statistical physics methods.
引用
收藏
页码:5902 / 5907
页数:6
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