Epithelial Sheet Dynamics during Primitive Streak formation as Active Matter

Lead Research Organisation: University of Aberdeen
Department Name: Physics

Abstract

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Technical Summary

This study focuses on characterising the signals and cellular mechanisms that drive gastrulation in the chick embryo, closely combining experiments and physical modelling. Using advanced Light Sheet Microscopy imaging we have shown that the large-scale tissue flows that drive streak formation result from complex spatiotemporal patterns of shape changes, ingressions and intercalation of mesendoderm cells. While appearing stochastic at the cell-level, these events result in highly robust behaviour at the tissue level. Our experiments strongly suggest that myosin-dependent mechanical cell interactions play critical roles in the spatial coordination of these behaviours. We will now further characterise these cellular interactions experimentally and use concepts and modelling methods from soft active matter physics to understand emergence of the global behaviour. Specifically we will further develop computational methods to detect and quantify the direction and frequency of cell intercalations during streak formation. Using a combination of laser cutting, local and global mechanical perturbation experiments we will investigate whether these intercalations are tension dependent resulting in elastic propagation. We will address the role of tension-dependent MyosinII cable assembly in elastic propagation and begin addressing the signalling pathways that control it. Characterizing the spatiotemporal patterns and mode of mesendoderm cell ingression will allow us to assess their role in tension generation and address whether secreted factors are involved in the integration of these mechanical processes. These experimental results will feed into soft active matter models at the cell and at the continuum scale, that will allow us to understand how individual disordered cell behaviours lead to highly organised behaviour at the tissue level. Embryo-scale simulation will allow us to explore parameter regions not readily accessible to the experiment and guide experimental design.

Planned Impact

The research proposed here investigates the mechanisms governing gastrulation, a central process in the development of all higher animals. Findings made here will greatly increase our understanding of how cell-cell signalling directs cellular events, like differentiation, proliferation and migration. This is important for understanding development and the origin and cause of many congenital defects. Gastrulation is core material in many Life Sciences and Medical textbooks. Key research findings made here could become textbook material and therefore affect students of the medical and life sciences.
Soft and active matter are recent directions within the physical sciences. They are specifically set up to deal with out of equilibrium, living systems and the patterns they form. As such, the research proposed here forms part of a concerted effort to construct a general theory of living things, in this case the collective properties of cells behaving as a tissue. Development, with its germ layers, patterning and segmentation, and geometrical constraints, is one of the most promising areas for this approach. Research findings from this proposal are expected to find their way into teaching materials for students in the new, interdisciplinary field of biological physics / quantitative biology.
The key processes of gastrulation such as directed collective migration, ingression and EMT are also central to other biological processes using similar cellular mechanisms like wound healing, tissue repair and regeneration. Failure to properly control these is key to the development of autoimmune diseases and metastasis of cancer cells. Therefore findings made here will be directly relevant to these areas. Understanding these developmental processes is also essential for the rational use of embryonic stem cells in regenerative medicine. It is by no means clear how embryonic stem cells migrate to the right positions and organise themselves correctly to repair defects in-situ. Clearly, successful manipulation of stem cells will require understanding of directed cell migration, cell-cell interactions and interactions between behaviour and signalling. Therefore, in the 5-10 year term, the research proposed here will undoubtedly have practical applications in these increasingly important areas of medicine and healthcare, affecting researchers and practitioners in both the academic and the commercial sector.
An important aspect of the proposed research is that it will strengthen links between the Biology and Physics communities. This closer integration will be beneficial to both: Biology will benefit from the depth of modelling experience, and wealth of analytical and numerical techniques developed in the statistical mechanics community, and Physics will benefit from opening up to a new community and gaining impact on a rapidly developing area. A vital aspect here is the development of a productive interdisciplinary culture. Though this is accepted reality, current undergraduate and postgraduate training remains largely monodisciplinary. Important interdisciplinary training will be provided to the PDRAs involved as well as associated PhD and master students. For example, Dr Manli Chuai was trained as a medical doctor but is now also trained in methods of advanced LSFM and large scale data analysis. Hence, an important added benefit of our proposed research will be to develop careers within an interdisciplinary culture.
The Life Sciences sector has an important economic impact in Dundee, contributing around 16% of the city's GDP. A range of activities and organisations in the city connect scientists with the public. In recognition of the economic and social impact of these interactions, the College of Life Sciences won the BBSRC "Excellence with Impact" Award in 2011.
Finally, this research generates exquisite experimental and simulated images. These have been and will be part of exhibitions at the local, national and international level.
 
Description We have developed an advanced simulation tool, SAMoS, to simulate thousands of epithelial cells interacting together as a cell sheet, based on ideas of active matter physics relevant to collective motion. This was one of the objectives of the original grant. It is a major step forward compared to earlier efforts in the physics community, both in terms of speed and terms of flexibility to simulate different geometries, cell motions and cell population dynamics.
This tool was lead developed by Rastko Sknepnek, on the Dundee side of this collaborative grant (code BB/N009789/1), and also using his earlier grant EP/M009599/1.
Exploitation Route Our simulation tool has been released with an open source license. All researchers in the community are free to use it, and we are working toward starting further collaborations.
Sectors Education,Pharmaceuticals and Medical Biotechnology

URL https://github.com/sknepneklab/SAMoS
 
Description Glassy mechanics of epithelial cell sheets 
Organisation University of Grenoble
Country France 
Sector Academic/University 
PI Contribution We have an ongoing collaboration to understand the glassy mechanics of epithelial cell sheets: For our paper Soft Matter 'Cell division and death inhibit glassy behaviour of confluent tissues', our SAMoS computational package was used (by myself) to carry out and analyse part of the simulations. I have visited Grenoble twice in the past two years, and contributed to making their ongoing research more focused on epithelial sheets, and contributed soft matter theoretical arguments.
Collaborator Contribution In Grenoble, Kirsten Martens, Jean-Louis Barrat and then-postdoc Daniel Matoz-Fernandez had an ongoing project about division in epithelial cell sheets. In collaboration, we adapted their project and merged it with the SAMoS model to produce a coherent picture of how division and death preclude glassy physics in such cell sheets. The large-scale simulations in the paper were carried out using Daniel's purpose-built GPU code, after a careful calibration of both codes during a week-long visit of his to Aberdeen.
Impact Cell division and death inhibit glassy behaviour of confluent tissues, DA Matoz-Fernandez, K Martens, R Sknepnek, JL Barrat, S Henkes, Soft matter 13 (17), 3205-3212 (2017), PhD project funding for Magali Le Geoff in Grenoble to work, among other tools, with the active vertex model of SAMoS. Confinement-induced transition between wavelike collective cell migration modes, Vanni Petrolli, Magali Le Goff, Monika Tadrous, Kirsten Martens, Cédric Allier, Ondrej Mandula, Lionel Hervé, Silke Henkes, Rastko Sknepnek, Thomas Boudou, Giovanni Cappello, Martial Balland, Physical Review Letters 122 (16), 168101 (2019) Dense active matter model of motion patterns in confluent cell monolayers, S Henkes, K Kostanjevec, R Sknepnek, JM Collinson and E Bertin, accepted for publication in Nature Communications (March 2020)
Start Year 2015
 
Title SAMoS 
Description SAMoS (Soft Active Matter on Surfaces) is a multi-purpose active matter simulation code first developed by Rastko Sknepnek (lead, in the context of grant EP/M009599/1) and myself (focus: analysis tools). We have developed a state of the art implementation of an Active Vertex Model (AVM) to simulate epithelial cell sheets with cell motion, cell division and ingression, collective alignment, boundaries and different geometries. The lead development has again been by Rastko Sknepnek, and SAMoS is also listed as an output on the Dundee side of this collaborative grant (code BB/N009789/1) It is described in detail in the publication "Active Vertex Model for Cell-Resolution Description of Epithelial Tissue Mechanics" listed as an output here. 
Type Of Technology Software 
Year Produced 2016 
Open Source License? Yes  
Impact This software has been released as open source package. It is 10-100 times faster than comparable software tools (e.g. CHASTE), and is a step forward to have true state of the art computation tools in biology. Due to the recent release, there have not been new collaborations using this software yet. 
URL https://github.com/sknepneklab/SAMoS
 
Description Science in the Quad: Active Matter 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact About 60 pupils, parents, and interested general public attended my public lecture on Active Matter on 6/11/2017 at Robert Gordon College in Aberdeen. This event was part of the IOP's 'Science in the Quad' lecture series.
Year(s) Of Engagement Activity 2017
URL https://www.abdn.ac.uk/events/12030/