Hierarchical modeling of mechano-chemical dynamics of epithelial sheets across cells and tissue

被引:2
作者
Asakura, Yoshifumi [1 ]
Kondo, Yohei [2 ,3 ,4 ]
Aoki, Kazuhiro [2 ,3 ,4 ]
Naoki, Honda [1 ,5 ,6 ]
机构
[1] Kyoto Univ, Grad Sch Biostudies, Lab Theoret Biol, Sakyo Ku, Yoshidakonoecho, Kyoto 6068315, Japan
[2] Natl Inst Nat Sci, Quantitat Biol Res Grp, Exploratory Res Ctr Life & Living Syst ExCELLS, 5-1 Higashiyama,Myodaiji Cho, Okazaki, Aichi 4448787, Japan
[3] Natl Inst Nat Sci, Natl Inst Basic Biol, Div Quantitat Biol, 5-1 Higashiyama,Myodaiji Cho, Okazaki, Aichi 4448787, Japan
[4] SOKENDAI Grad Univ Adv Studies, Sch Life Sci, Dept Basic Biol, 5-1 Higashiyama,Myodaiji Cho, Okazaki, Aichi 4448787, Japan
[5] Kyoto Univ, Res Ctr Dynam Living Syst, Sakyo Ku, Kyoto, Kyoto 6068315, Japan
[6] Natl Inst Nat Sci, Theoret Biol Res Grp, Exploratory Res Ctr Life & Living Syst ExCELLS, Okazaki, Aichi 4448787, Japan
关键词
D O I
10.1038/s41598-021-83396-6
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
07 ; 0710 ; 09 ;
摘要
Collective cell migration is a fundamental process in embryonic development and tissue homeostasis. This is a macroscopic population-level phenomenon that emerges across hierarchy from microscopic cell-cell interactions; however, the underlying mechanism remains unclear. Here, we addressed this issue by focusing on epithelial collective cell migration, driven by the mechanical force regulated by chemical signals of traveling ERK activation waves, observed in wound healing. We propose a hierarchical mathematical framework for understanding how cells are orchestrated through mechanochemical cell-cell interaction. In this framework, we mathematically transformed a particle-based model at the cellular level into a continuum model at the tissue level. The continuum model described relationships between cell migration and mechanochemical variables, namely, ERK activity gradients, cell density, and velocity field, which could be compared with live-cell imaging data. Through numerical simulations, the continuum model recapitulated the ERK wave-induced collective cell migration in wound healing. We also numerically confirmed a consistency between these two models. Thus, our hierarchical approach offers a new theoretical platform to reveal a causality between macroscopic tissue-level and microscopic cellular-level phenomena. Furthermore, our model is also capable of deriving a theoretical insight on both of mechanical and chemical signals, in the causality of tissue and cellular dynamics.
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页数:15
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