Modelling the mechanics of epithelial sheets on soft substrates: nonlinearity, feedback and dissipation

Lead Research Organisation: University of Surrey
Department Name: Mathematics

Abstract

The rapid expansion of experimental biophysics is driving a new realisation of the fundamental importance of mechanical forces in biology. Cells are now seen to be exquisitely sensitive to their mechanical microenvironments, exhibiting very different behaviours when exposed to e.g. soft or stiff gels. Particularly striking is work showing that stem cells can turn into very different cell types ranging from brain, bone to muscle depending on the stiffness of the gel they are grown on. As a result of such studies it has become clear that successful tissue engineering is dependent on making tissue scaffolds that are finely tuned not just in their biochemical, but also in their mechanical properties.

A primary mechanism by which cells sense the mechanical properties of their environments is by exploiting the contractility of their internal cytoskeletal networks to 'pull' on the external gel. For single cells, the strength of this pulling force is traditionally measured using Traction Force Microscopy (TFM). In TFM the amount that a cell displaces the gel is carefully measured and correlated to the mechanical activity of the individual cell. However in tissues, obtaining and interpreting such experimental data is significantly complicated and instead the magnitudes of cellular forces are usually inferred through indirect methods such as by mechanical relaxation after laser cutting.

We propose here a different approach using mathematical abstraction to couple descriptions of active cellular behaviours into classical elasticity models. The result will be an innovative suite of continuum models that integrate cell contractility, cell mechanotransduction, stress relaxation and the complex material properties of the underlying gel matrix into a complete model of tissue-gel interaction. This work can be used to interpret experimental data and predict cellular response to changes in the mechanical properties of the surrounding environment. The models developed will also inform future biomechanical modelling work as applied to tissue development and morphogenesis.

The modelling work is split into various steps that build up the complete picture that we are aiming for. The modules are: A) A model for the bonding of a contractile epithelial tissue to an underlying gel incorporating stress relaxation; B) Incorporating feedback control of cellular behaviour into the system; and C) A consideration of the physical complexities of the gel underlying the tissue layer.

Planned Impact

Fundamental to all tissue development and morphogenesis is the ability of cells to generate and respond to force. Striking examples of feedback control in tissues include stem cells differentiating into different cell types on gels of different stiffnesses and that mechanical stress regulates tissue size in a wide variety of tissues. Equally in disregulated tissues, for example in cancers, the ability of cells to evade physical cues from the microenvironment is being seen to have a profound influence on malignancy, tumour progression and metastasis. As a result the proposed work, which will produce intuitive and applicable models for tissue gel-matrix interactions, has the potential to have a significant impact in a wide variety of contexts. I highlight below some specific areas of impact and their beneficiaries.

A) Tissue engineering and medical technologies - the proposed work will have significant downstream impact in this area spanning the engineering of artificial scaffolds for regenerative medicine and the design of medical implants. As well as informing the design of new technologies I expect the knowledge acquired from this work to, for example, prevent unexpected and unwelcome results from current implants.

Beneficiaries include the general public through improvements in healthcare and the medical technology industrial sector, which in the UK "has a turnover of around £16 billion, and employs 70,000 people in 3,000 countries" (Innovation in medical technology, (2013) Royal Academy of Engineering). For industry the potential impact of the work also includes a reduction in research costs. This will achieved by the computational models here developed being used for in silico experiments and also by being able to focus attention on those aspects that the work highlights as most significant. The reduction of animal experimentation that this in silico modelling enables entails an additional impact of the work, benefitting both public and commercial partners (see e.g. NC3Rs).

B) Systems biologists and modellers - there is a large community of systems biologists and modellers not just within academia but also within industry. For example, the biosystems group at the University of Surrey has strong links with industrial partners at Syngenta, Pfizer and MedImmune. Commercial research that will be impacted by the proposed work include in healthcare specific companies (e.g. GSK) and in lifestyle focused industries (e.g. Unilever). As the proposed model is designed to be generally applicable to cell-gel interactions it is envisaged that the framework will be easily incorporated into other tissue simulations. The model will thus impact research on a wide variety of epithelial tissues (including intestinal tissues and skin).

C) Training of research staff - the research here developed will inform the work of an EPSRC funded PhD student in the group of the PI who will be working on projects in the area of biomechanical modelling and continuum mechanics starting from Oct. 2014.

D) Indirect impact - the significance of the work to academic beneficiaries including experimental biophysicists and cell biologists (as detailed above) will mean that the proposed models will feed through indirectly as well directly into the areas detailed above. This will increase the the total impact of the work in all areas.

Publications

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Description The project has developed models for cell-gel interactions have been developed including looking at mechanical sensing and stress sensing. I have shown how the spatial distribution of force generation mechanisms within the cell can (when the interaction with underlying gel is incorporated) explain recent observations on where and how mechanical sensing takes place in a cell (specifically suggesting a physical mechanism for 'nuclear mechanotransduction'). I also explored growth as a complementary physical mechanism that could support mechanical sensing. I with a PhD student (Euan Littlejohns) published a paper showing how in three-dimensions a growing epithelial tissue could generate a similar switch from compression to tension to that reported above for cell sheets. (Developing three-dimensional models were a downstream objective).

I have developed more detailed models of the adhesion between the cell and underpinning gel as per objectives resulting in preliminary findings that are being taken further with a second PhD student (Josephine Solowiej-Wedderburn - award ref: 1944689). We have now completed our first manuscript on this cell adhesion model which has been submitted and is available on bioRxiv. Josephine presented this work at the Stem4Britain poster competition at the Houses of Parliament (March 2020) aimed at engaging policy makers with the research.

The sum of results so far obtained support the need to directly combine mechanical models of cells with experimental observations. We have found that the sensed mechanical stiffness is a function of the engineered substrate stiffness combined with the adhesion pattern set up. We have also given a theoretical explanation for the key experimental observation that patches of adhesions preferentially elongate on stiff substrates (but not on soft) based on energy arguments. This message is being disseminated and is key to biophysical investigations.

Additionally a further manuscript has been prepared on feedback mechanisms based on energy conservation and upregulated cellular contractility - this is suggesting further experimental avenues to explore with new collaborations have been established as a result of this work and previous work.
Exploitation Route Informing interpretation of biophysical experiments and experimental design.

Informing tissue engineering scaffold design.
Sectors Healthcare,Pharmaceuticals and Medical Biotechnology

URL https://www.biorxiv.org/content/10.1101/2020.08.17.253609v1.abstract
 
Description My findings are being used in an academic context as the aim of the grant was a fundamental shift in our understanding of how cells sense the stiffness of their microenvironment. So all impacts to date are academic. The grant has formed the foundation of my sustained effort in models for cell mechanosensing, work that is beginning to gain traction in biophysics with major implications for experiment design. This body of work enabled me to organise a mini-symposium at Society for Mathematical Biology meeting e-SMB2020 (Aug. 2020) on "Integrating cell mechanics and cell mechanosensing", with speakers from Germany and the UK. I also spoke on "Cytoskeletal contractility in mechanosensing". My most significant results so far demonstrate that sensed mechanical stiffness is a function not only of the engineered substrate stiffness but also the adhesion pattern set up. We have also given a theoretical explanation for the key experimental observation that patches of adhesions preferentially elongate on stiff substrates (but not on soft) based on energy arguments. I anticipate continued increasing interest particularly with further publications on their way emphasising this new perspective. As well as my ideas influencing experimental scientists broadly, a direct new impact is a new experimental collaboration established on the back of these results, with researchers at a leading UK institution. My PhD student Josephine Solowiej-Wedderburn who has been working on the extension of the model was invited to present her work at the Stem4Britain poster competition at the Houses of Parliament (March 2020) aimed at engaging policy makers with UK research. She has since completing her PhD, started working on a EPSRC funded fellowship looking at nuclear mechanics.
First Year Of Impact 2020
Sector Other
 
Description Stem4Britain poster 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact My PhD student Josephine Solowiej-Wedderburn was selected to present a poster at the STEM4Britain poster competition whose aim is to give members of the Houses of Parliament an new perspective of the the research going on in the UK in particular by early career researchers. Josephine presented work on our cell adhesion and mechanotransduction models looking at the cell-substrate interface, in particular its importance for tissue scaffold engineering and experimental design.
Year(s) Of Engagement Activity 2020
 
Description Talk to pharmaceutical modelling team (Astra-Zeneca) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Presented work on "Incorporating mechanical forces into models of cellular behaviour" to working group in Astra-Zenca
Year(s) Of Engagement Activity 2015