Literature DB >> 34322539

Collective Cell Migration in a Fibrous Environment: A Hybrid Multiscale Modelling Approach.

Szabolcs Suveges1, Ibrahim Chamseddine2, Katarzyna A Rejniak2,3, Raluca Eftimie4, Dumitru Trucu1.   

Abstract

The specific structure of the extracellular matrix (ECM), and in particular the density and orientation of collagen fibres, plays an important role in the evolution of solid cancers. While many experimental studies discussed the role of ECM in individual and collective cell migration, there are still unanswered questions about the impact of nonlocal cell sensing of other cells on the overall shape of tumour aggregation and its migration type. There are also unanswered questions about the migration and spread of tumour that arises at the boundary between different tissues with different collagen fibre orientations. To address these questions, in this study we develop a hybrid multi-scale model that considers the cells as individual entities and ECM as a continuous field. The numerical simulations obtained through this model match experimental observations, confirming that tumour aggregations are not moving if the ECM fibres are distributed randomly, and they only move when the ECM fibres are highly aligned. Moreover, the stationary tumour aggregations can have circular shapes or irregular shapes (with finger-like protrusions), while the moving tumour aggregations have elongate shapes (resembling to clusters, strands or files). We also show that the cell sensing radius impacts tumour shape only when there is a low ratio of fibre to non-fibre ECM components. Finally, we investigate the impact of different ECM fibre orientations corresponding to different tissues, on the overall tumour invasion of these neighbouring tissues.

Entities:  

Keywords:  Agent based discrete cell-cell interactions; Cell migration; Continuous cell-ECM interactions; Multi-scale hybrid mathematical model; Numerical simulations; Orientation of ECM fibres

Year:  2021        PMID: 34322539      PMCID: PMC8315487          DOI: 10.3389/fams.2021.680029

Source DB:  PubMed          Journal:  Front Appl Math Stat        ISSN: 2297-4687


  52 in total

1.  Corneal collagen fibril structure in three dimensions: Structural insights into fibril assembly, mechanical properties, and tissue organization.

Authors:  D F Holmes; C J Gilpin; C Baldock; U Ziese; A J Koster; K E Kadler
Journal:  Proc Natl Acad Sci U S A       Date:  2001-06-05       Impact factor: 11.205

2.  Transmembrane cooperative linkage in cellular adhesion.

Authors:  Werner Baumgartner; Detlev Drenckhahn
Journal:  Eur J Cell Biol       Date:  2002-03       Impact factor: 4.492

Review 3.  Matrix metalloproteinases and tissue inhibitors of metalloproteinases: structure, function, and biochemistry.

Authors:  Robert Visse; Hideaki Nagase
Journal:  Circ Res       Date:  2003-05-02       Impact factor: 17.367

4.  A continuum approach to modelling cell-cell adhesion.

Authors:  Nicola J Armstrong; Kevin J Painter; Jonathan A Sherratt
Journal:  J Theor Biol       Date:  2006-06-07       Impact factor: 2.691

5.  Oriented collagen fibers direct tumor cell intravasation.

Authors:  Weijing Han; Shaohua Chen; Wei Yuan; Qihui Fan; Jianxiang Tian; Xiaochen Wang; Longqing Chen; Xixiang Zhang; Weili Wei; Ruchuan Liu; Junle Qu; Yang Jiao; Robert H Austin; Liyu Liu
Journal:  Proc Natl Acad Sci U S A       Date:  2016-09-23       Impact factor: 11.205

Review 6.  Random versus directionally persistent cell migration.

Authors:  Ryan J Petrie; Andrew D Doyle; Kenneth M Yamada
Journal:  Nat Rev Mol Cell Biol       Date:  2009-07-15       Impact factor: 94.444

Review 7.  Cardiac interstitium in health and disease: the fibrillar collagen network.

Authors:  K T Weber
Journal:  J Am Coll Cardiol       Date:  1989-06       Impact factor: 24.094

8.  Remodeling and homeostasis of the extracellular matrix: implications for fibrotic diseases and cancer.

Authors:  Thomas R Cox; Janine T Erler
Journal:  Dis Model Mech       Date:  2011-02-14       Impact factor: 5.758

Review 9.  Complex mechanics of the heterogeneous extracellular matrix in cancer.

Authors:  Andrea Malandrino; Michael Mak; Roger D Kamm; Emad Moeendarbary
Journal:  Extreme Mech Lett       Date:  2018-05

10.  Directionality of Macrophages Movement in Tumour Invasion: A Multiscale Moving-Boundary Approach.

Authors:  Szabolcs Suveges; Raluca Eftimie; Dumitru Trucu
Journal:  Bull Math Biol       Date:  2020-11-19       Impact factor: 1.758

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  1 in total

1.  Simulations of tumor growth and response to immunotherapy by coupling a spatial agent-based model with a whole-patient quantitative systems pharmacology model.

Authors:  Alvaro Ruiz-Martinez; Chang Gong; Hanwen Wang; Richard J Sové; Haoyang Mi; Holly Kimko; Aleksander S Popel
Journal:  PLoS Comput Biol       Date:  2022-07-22       Impact factor: 4.779

  1 in total

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