An integrated experimental and theoretical approach to understanding corneal epithelial maintenance
Lead Research Organisation:
University of Aberdeen
Department Name: School of Medical Sciences
Abstract
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Technical Summary
This multidisciplinary systems project studies maintenance and regeneration of the ocular surface. We have developed an in silico model of corneal epithelial maintenance incorporating cell proliferation, loss and centripetal migration, which stably recapitulates observed patterns of clonal cellular arrangement in adult life. In this project we will refine the model by fitting to experimental data, obtain new empirical data on epithelial cell loss, and hence make predictions about the response of the corneal to damage or ageing.
The in silico model will be validated in vivo using mosaic reporter transgenic mice (LacZ and GFP mosaics) and mutant mice to track the long-term patterns of cell migration and orientation in normal, wounded and ageing situations. Corneas of mouse genetic mosaics have radial striped patterns (meeting at a central spiral), consistent with centrifugal movement of cells from the peripheral limbus (putative stem cell niche). Predictions about how ocular surface wounding or ageing causes disruption to epithelial migration patterns will be tested using these reporters. Genetic disruption will be effected by crossing the mosaic reporter mice onto Pax6 and Gli3 mutant backgrounds. The location of stem cells in the ocular surface will be determined using lineage tracing with tamoxifen-inducible CAGG-CreER;loxP-reporter mice (R26R-LacZ, R26R-YFP). By applying low doses of tamoxifen we will label individual cells and, through longitudinal studies, determine whether active stem cells, producing long-term clones during normal homeostasis (without wounding), are ever found in the central cornea rather than limbus.
The cornea is an excellent model of how stem cell activity, cell movement and loss are balanced in vivo. This project is important as there are major gaps in knowledge of the basic science of corneal maintenance that are essential to resolve, both as a model for epithelial homeostasis and in relevance to corneal degenerative problems.
The in silico model will be validated in vivo using mosaic reporter transgenic mice (LacZ and GFP mosaics) and mutant mice to track the long-term patterns of cell migration and orientation in normal, wounded and ageing situations. Corneas of mouse genetic mosaics have radial striped patterns (meeting at a central spiral), consistent with centrifugal movement of cells from the peripheral limbus (putative stem cell niche). Predictions about how ocular surface wounding or ageing causes disruption to epithelial migration patterns will be tested using these reporters. Genetic disruption will be effected by crossing the mosaic reporter mice onto Pax6 and Gli3 mutant backgrounds. The location of stem cells in the ocular surface will be determined using lineage tracing with tamoxifen-inducible CAGG-CreER;loxP-reporter mice (R26R-LacZ, R26R-YFP). By applying low doses of tamoxifen we will label individual cells and, through longitudinal studies, determine whether active stem cells, producing long-term clones during normal homeostasis (without wounding), are ever found in the central cornea rather than limbus.
The cornea is an excellent model of how stem cell activity, cell movement and loss are balanced in vivo. This project is important as there are major gaps in knowledge of the basic science of corneal maintenance that are essential to resolve, both as a model for epithelial homeostasis and in relevance to corneal degenerative problems.
Planned Impact
A. List of potential beneficiaries of this research
1. Academics.
2. Government Regulators - Home Office statistics on animal use
3. NHS and pharmaceutical industry
4. Eye charities
5. Patient support groups
6. General public
B. Ways in which potential beneficiaries will benefit from this research:
1. Academics.
As described in the academic beneficiaries section of the proposal this work will have a significant impact on academic scientists working on corneal biology. Benefits include the additional biological knowledge gained, including resolving the current dispute about the location of stem cells, and the production of a predictive model. Other theoretical scientists working in related fields will benefit from the new tools and techniques that are developed.
We expect this project to establish a core multidisciplinary group that can expand to investigate other problems. For added value, we plan to provide collaborators with samples to establish parallel research on other tissues.
2. Government Regulators - Home Office statistics on animal use
Generation of a mathematical model that enables predictions about how abnormal corneal phenotypes arise in genetic mutants will allow future experiments to be more focused and so contribute to making research more efficient and reducing the numbers of animal experiments.
3. NHS and pharmaceutical industry
In the long-term, an improved understanding of the biological basis of corneal maintenance could contribute to improvements in treatments for corneal disease using a more evidence-based approach to design clinical treatments. This would benefit the NHS and may prompt new uses of existing pharmaceuticals or even development of new products. However, the timescale for any such economic benefits is beyond the duration of this project.
4. Eye charities
A key part of the project is to refine a computer model of cornea maintenance using new biological data. We will either produce a web-based cartoon animation of what the model does or create a simplified ('toy') interactive educational computer model explaining how the cornea is maintained. This might be useful for eye charities to use on their websites to educate the public in general terms about the importance of the cornea to their eyesight, illustrate how it is maintained in a very dynamic way and explain what changes may occur with ageing.
5. Patient Support Groups
Our research would allow patient support groups to provide informed advice to those suffering from ocular surface problems. For example, a major source of uncertainty and worry for people with aniridia (resulting from PAX6 haploinsufficiency) is how to manage or decelerate corneal degeneration, and to understand how corneal surgery or chronic abrasion e.g. from contact lenses will affect them. Currently there is little basic research pertinent to these questions.
6. General public
The simplified interactive educational computer model (described in 4) could form the central component of scientific demonstrations to the public (e.g. at science festivals) to inform them about the role of stem cells in maintaining the cornea. Research on eyes, and conditions leading to blindness, is of interest to the general public and is routinely disseminated via the popular media.
1. Academics.
2. Government Regulators - Home Office statistics on animal use
3. NHS and pharmaceutical industry
4. Eye charities
5. Patient support groups
6. General public
B. Ways in which potential beneficiaries will benefit from this research:
1. Academics.
As described in the academic beneficiaries section of the proposal this work will have a significant impact on academic scientists working on corneal biology. Benefits include the additional biological knowledge gained, including resolving the current dispute about the location of stem cells, and the production of a predictive model. Other theoretical scientists working in related fields will benefit from the new tools and techniques that are developed.
We expect this project to establish a core multidisciplinary group that can expand to investigate other problems. For added value, we plan to provide collaborators with samples to establish parallel research on other tissues.
2. Government Regulators - Home Office statistics on animal use
Generation of a mathematical model that enables predictions about how abnormal corneal phenotypes arise in genetic mutants will allow future experiments to be more focused and so contribute to making research more efficient and reducing the numbers of animal experiments.
3. NHS and pharmaceutical industry
In the long-term, an improved understanding of the biological basis of corneal maintenance could contribute to improvements in treatments for corneal disease using a more evidence-based approach to design clinical treatments. This would benefit the NHS and may prompt new uses of existing pharmaceuticals or even development of new products. However, the timescale for any such economic benefits is beyond the duration of this project.
4. Eye charities
A key part of the project is to refine a computer model of cornea maintenance using new biological data. We will either produce a web-based cartoon animation of what the model does or create a simplified ('toy') interactive educational computer model explaining how the cornea is maintained. This might be useful for eye charities to use on their websites to educate the public in general terms about the importance of the cornea to their eyesight, illustrate how it is maintained in a very dynamic way and explain what changes may occur with ageing.
5. Patient Support Groups
Our research would allow patient support groups to provide informed advice to those suffering from ocular surface problems. For example, a major source of uncertainty and worry for people with aniridia (resulting from PAX6 haploinsufficiency) is how to manage or decelerate corneal degeneration, and to understand how corneal surgery or chronic abrasion e.g. from contact lenses will affect them. Currently there is little basic research pertinent to these questions.
6. General public
The simplified interactive educational computer model (described in 4) could form the central component of scientific demonstrations to the public (e.g. at science festivals) to inform them about the role of stem cells in maintaining the cornea. Research on eyes, and conditions leading to blindness, is of interest to the general public and is routinely disseminated via the popular media.
People |
ORCID iD |
Jon Collinson (Principal Investigator) |
Publications
Findlay AS
(2016)
The core planar cell polarity gene, Vangl2, directs adult corneal epithelial cell alignment and migration.
in Royal Society open science
Henkes S
(2020)
Dense active matter model of motion patterns in confluent cell monolayers.
in Nature communications
Panzica DA
(2019)
The core planar cell polarity gene, Vangl2, maintains apical-basal organisation of the corneal epithelium.
in Journal of anatomy
Sagga N
(2018)
Limbal epithelial stem cell activity and corneal epithelial cell cycle parameters in adult and aging mice.
in Stem cell research
West JD
(2015)
Evaluating alternative stem cell hypotheses for adult corneal epithelial maintenance.
in World journal of stem cells
West JD
(2018)
Computer simulation of neutral drift among limbal epithelial stem cells of mosaic mice.
in Stem cell research
Description | The project entitled "An integrated experimental and theoretical approach to understanding corneal epithelial maintenance", involved the three linked grants, held by Dr. John D., West (JDW), University of Edinburgh, Dr Kevin Painter (KP), School of Mathematical and Computer Sciences, Heriot-Watt University and myself. Together, these three grants had two major aims, covering six specific objectives. Aim (A) was to develop a mathematical model to explain how observed patterns of cellular arrangement in the mouse corneal epithelium can be generated and to localise stem cells experimentally within the ocular surface in vivo. Aim (B) was to evaluate the hypothesis that the radial stripes and the central vortex patterns, displayed in the corneal epithelium of mosaic mice, are formed by centripetal cell migration and show how wounding, mutation and ageing affect the cornea. Results for work undertaken under grant BB/J015237/1, are reported here. Results for work undertaken under two other linked grants will primarily be reported elsewhere, by the other grant holders (KP and JDW). For objective (A1), we produced experimental data on mouse corneal epithelial cell numbers, cell proliferation and cell loss for use in the mathematical model. Experiments described in (A2), below, also provided an estimate of stem cell numbers. Details of analysis of division orientations and double-labelling experiments used to estimate cell cycle times and the details of the model will be published in due course. We used a transgenic lineage tracing approach to investigate where the stem cells that maintain the corneal epithelium during normal homeostasis are located. The transgenic lineage tracing approach enabled us to switch on a genetic marker in a proportion of cells in the corneal and limbal epithelia. We were able to determine that, during normal homeostasis (in the absence of wound-healing), the corneal epithelium is maintained by stem cells located in the limbus. This study has now been published. We also used the same eyes to analyse the distribution of clones in the conjunctiva but this analysis is not yet completed. Through collaboration with Dr Silke Henkes, College of Physical Sciences, University of Aberdeen, (and a further BBSRC-funded PhD studentship) we have developed a soft matter computer simulation or corneal epithelial cell migration to compare the effects on the stripe patterns of stem cell loss (or permanent quiescence) versus stem cell replacement by stochastic neutral drift. This model will be published in due course. Through use of conditional knockout mice we have shown that corneal epithelial cell migration requires genes in the planar cell polarity pathway in vivo - the first demonstration of these genes being required for planar behaviour in adults. These data have been submitted for publication. Through use of corneal transplants in mice we have shown that corneal epithelial cell migration is unidirectionally centripetal (from the edge of the cornea to the centre) in vivo, with no component of centrifugal migration. This resolves one of the major aims of the project. the data are being prepared for publication. Through long-term DNA labelling we have shown that limbal stem cells respond to injury by proliferating, but are not as effective in aging mice. These data are being prepared for publication. By in vivo corneal wounding we have shown that lateral wounds disrupt the patterns of corneal epithelial migration to the edge of the cornea. these experiments are ongoing to determine whether the corneal epithelium ever recovers normal patterns of cell migration after such a wound. |
Exploitation Route | Data regarding the recovery, or not, of the cornea from surgery, and the reduced efficiency of stem cell activity in older animals, will be applicable to clinical practice and postoperative care in humans and other animals. Now we know that, during normal homeostasis, the corneal epithelium is maintained exclusively by limbal epithelial stem cells, further work is required to explain the evidence that the corneal epithelium can sometimes be maintained when LESCs fail to contribute normally. (For example, TACs may be able to increase their proliferative potential.) Further lineage tracing experiments are required to determine whether the differences in labelling frequencies at different ages reflect an age-related difference in the frequency of stem cell quiescence. Further work might also be directed at understanding what causes active limbal epithelial stem cells to become quiescent and what causes quiescent LESCs to be activated. If quiescent stem cells can be activated without wounding the corneal epithelium this would have therapeutic potential. PCP pathways are accessible to genetic or pharmacological manipulation and can be used as targets in drug treatment. |
Sectors | Education Healthcare Pharmaceuticals and Medical Biotechnology |
Description | BBSRC Eastbio |
Amount | £65,000 (GBP) |
Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
Sector | Public |
Country | United Kingdom |
Start | 09/2014 |
End | 09/2018 |
Description | NHS Grampian Endowment funding |
Amount | £9,000 (GBP) |
Funding ID | 14/64 |
Organisation | NHS Grampian |
Department | NHS Grampian Endowment Fund |
Sector | Charity/Non Profit |
Country | United Kingdom |
Start | 07/2014 |
End | 07/2015 |
Description | Saudi Arabia Ministry of Education |
Amount | £72,000 (GBP) |
Organisation | Government of Saudi Arabia |
Sector | Public |
Country | Saudi Arabia |
Start | 05/2013 |
End | 05/2016 |
Description | University of Aberdeen Development Trust |
Amount | £25,000 (GBP) |
Organisation | University of Aberdeen |
Department | Development Trust |
Sector | Charity/Non Profit |
Country | United Kingdom |
Start | 09/2015 |
End | 09/2017 |
Title | Soft matter models of cell migration |
Description | A model for stem cell activity and cell migration in the ocular surface epithelium based on soft matter mechanics |
Type Of Material | Model of mechanisms or symptoms - mammalian in vivo |
Provided To Others? | No |
Impact | In progress |
Title | In silico Corneal Modelling |
Description | Code for soft-matter modelling of corneal epithelial cell migration. This model is in deve4lopment to make it predictive, which would have a 3Rs impact on understanding of cell migration and ocular surface disease. |
Type Of Material | Computer model/algorithm |
Provided To Others? | No |
Impact | In progress. A BBSRC-funded PhD student was recruited to support this aspect of the project. |
Description | Corneal modelling |
Organisation | University of Aberdeen |
Department | College of Physical Sciences |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Collaboration on computer modelling |
Collaborator Contribution | Expertise in Computer modelling |
Impact | EASTBIO (BBSRC) PhD stdeuntship obtained Publication (Henkes et al., 2020) in press |
Start Year | 2013 |
Description | Open Source cell counting software |
Organisation | University of Aberdeen |
Department | College of Life Sciences and Medicine |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Providing data |
Collaborator Contribution | Writing software |
Impact | Faster data analysis. Software available for other researchers. |
Start Year | 2015 |
Description | PCP collaboration |
Organisation | University of Newcastle |
Country | Australia |
Sector | Academic/University |
PI Contribution | Generation of knockout mice |
Collaborator Contribution | providing flox mice |
Impact | 2 publications |
Start Year | 2010 |
Description | Pax6 inflammation |
Organisation | Louisiana State University |
Country | United States |
Sector | Academic/University |
PI Contribution | Mouse tissues |
Collaborator Contribution | Analysis |
Impact | none yet |
Start Year | 2014 |
Description | YAP collaboration |
Organisation | University of Aberdeen |
Department | School of Medical Sciences Aberdeen |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Sharing reagents and data required for manipulation of Hippo signalling activity in cells |
Collaborator Contribution | Supply of reagents and protocols |
Impact | Ongoing. Successful grant application to NHS Grampian Endowments fund. |
Start Year | 2013 |
Description | YAP collaboration Reading |
Organisation | University of Reading |
Department | School of Pharmacy Reading |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Tools for genetic manipulation |
Collaborator Contribution | data |
Impact | None yet |
Start Year | 2013 |
Description | Aniridia Network UK |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Public/other audiences |
Results and Impact | I became medical research monitor for the patient support group Aniridia Network UK. Posted research information on their page and identified useful feedback and spoke at their patient group meeting. requests for more information. |
Year(s) Of Engagement Activity | 2009,2012,2013,2014,2015 |
URL | http://aniridia.org.uk/volunteers/ |
Description | Magazine Article |
Form Of Engagement Activity | A magazine, newsletter or online publication |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | To reach a wider audience for our work and so increase its impact we wrote a magazine article describing some of our research. This was published in the October 2014 issue of The Ophthalmologist magazine (www.theophthalmologist.com): "Understanding Corneal Stem Cells Through Stripes" by John West and J. Martin Collinson. The Ophthalmologist, October 2014, issue 12, pages 16-23 (https://theophthalmologist.com/fileadmin/top/pdf/TOP_Issue_0914.pdf) Contact from clinicians relating to mouse models of human eye disease |
Year(s) Of Engagement Activity | 2014 |