Deciphering the limits, mechanisms and evolution of developmental robustness using the paradigm of C. elegans seam cell patterning.

Lead Research Organisation: Imperial College London
Department Name: Life Sciences

Abstract

Robustness is the ability of a system to maintain performance in the presence of perturbations. It is a very important principle in engineering, where systems like bridges, aeroplanes or the internet, are designed to withstand a variety of perturbations and retain functionality. Robustness is an equally important property of living systems. However, biological robustness is poorly studied and understood.

It is in fact remarkable how biological systems have evolved to perform reproducibly, in the presence of internal and external perturbations. Development, in particular, is highly robust to genetic and environmental variation and this is instrumental for the transformation of a fertilised egg into a multicellular individual. A very striking example of developmental robustness in humans is the presence of five hand digits, a number that is very robust to variation in the genetic composition among individuals or differences in the environment. However, robust systems are not infallible and make mistakes, so cases of poly- or oligodactyly, although rare, do still occur. Such cases represent developmental errors and allow us to quantify the limits of robustness of a particular developmental trait. Robustness is a property that ensures phenotypic stability, and as such, it is very important for system behaviour and evolution. Disease can also be viewed as a breakdown of robustness mechanisms. Therefore, understanding the general principles of what makes a biological system robust is a fundamental problem in biology.

To find satisfactory answers to similar basic questions, a common practice is to turn to model systems, where we can easily and rapidly perform a lot of fine experiments. Our favourite system is a small nematode, Caenorhabditis elegans, which is well-known for its simple, fast and highly reproducible development. We propose to focus on a group of epidermal cells of C. elegans, the so-called seam cells, and develop this tissue as a model system to study developmental robustness in animals. These cells have attracted substantial attention because they have stem cell properties, so they divide asymmetrically during larval stages and one daughter cell maintains the proliferating status, whereas the other daughter differentiates into a specialised tissue, such as neurons. As a result of these divisions, wild-type C. elegans adult hermaphrodites have 16 seam cells per lateral side. We would like to characterise the limits of the developmental robustness of this system to genetic (mutations) and environmental variation. Our preliminary data indicate that it is possible to identify mutations that increase seam cell number variation without affecting the mean number of seam cells, so we hope to identify what is the nature of these genes that contribute to ensure phenotypic robustness. We will develop and test hypotheses about how the identified genes play a role in phenotypic robustness and study whether their action is specific for the seam cells or more general to systemic robustness at the whole-animal level. Finally, we will address to what extent our results can be extrapolated to other systems, by studying the evolution of robustness mechanisms in C. briggsae, which is a related nematode species to C. elegans.

Our approach will likely enable us to gain insights into the genetic mechanisms and evolution of developmental robustness and derive some general principles about the degree of robustness to quantitative variation in critical regulators and the relative contribution of genes to stabilisation of developmental outcomes. Our goal is to develop broad hypotheses that will be informative to both biomedical scientists interested in robust drug targeting and synthetic biologists who aim at engineering robust biological networks.

Technical Summary

Developmental systems are continuously subject to variation, be it genetic or environmental, yet they manage to operate with remarkable reproducibility. Such a property of a system to produce an invariant output in the presence of considerable intrinsic or extrinsic variation is called robustness. Developmental robustness ensures the stability of phenotypic traits, so it is important for the genotype-to-phenotype relationship. It also affects the evolution of a system by permitting the accumulation of genetic variation that is cryptic at the level of the final phenotype. It is conceivable that a breakdown of robustness, leading to an increase in trait variance, can have direct consequences to human health and disease. Therefore, understanding the limits, mechanisms and evolutionary forces underlying developmental robustness is a fundamental problem in biology.

Although recent years have seen an increase in theoretical studies addressing questions on robustness, experimental studies have remained very scarce, especially in multi-cellular eukaryotes. Therefore, for any gene network mediating a robust developmental phenotype, it remains unclear a) what are the genes contributing to phenotypic robustness, b) to what extent these genes represent components of the core developmental network, c) what are the mechanisms underlying the reduction of robustness in developmental mutants and d) how do the mechanisms of robustness evolve. We propose here to study these questions on the epidermal seam cells of C. elegans. We will employ genetic, cell and molecular biology approaches to identify and characterise genes buffering seam cell number variation and study their evolution within C. elegans and C. briggsae. These results will enrich our understanding of the seam cell gene regulatory network and provide new insights into how biological systems buffer the variability of development outcomes.

Planned Impact

The most important short-term beneficiaries from this work include the academic community (as described in the academic beneficiaries section above) and the general public. The general public will benefit directly from this project via the following ways. We will host high school students for summer projects and explore possibilities for children science education with the neighboring museums, such as the Natural History and Science Museum in London. We will participate in University Open Access days and attempt to involve our undergraduate students in our research through summer projects and conversations. We will also maintain a lab website where we will explain our research in simple terms, in order to educate and engage the public. We will finally use the Imperial public outreach laboratory and university media offices to communicate important research findings, whenever that is appropriate.

Longer-term beneficiaries are:
1. Biotech industries: Identifying robustness factors and points of fragility for biological systems can provide useful insight into disease and guidance for novel drug targeting. For example, cancer is a complex disease state that exhibits a high level of robustness against therapeutical treatments. This robustness is likely to be achieved by co-opting or "hijacking" intrinsic cellular mechanisms of robustness. Therefore, understanding how a cell or tissue performs a biological function with very high fidelity despite perturbation is likely to be informative for understanding how tumour cells adapt and remain proliferative upon anticancer drug intervention. Moreover, the seam cell robustness paradigm we propose relates to how an organism maintains correct cell numbers for a given tissue, by monitoring proliferation vs differentiation decisions. This concept is at the heart of cancer formation, therefore some identified seam cell regulators are likely to be relevant for cancer research. The estimated time frame for this impact is around 5-10 years from the end of the grant.

2. Bioengineering and synthetic biology companies will benefit from deriving principles and increasing our understanding on the molecular mechanisms underlying biological robustness. Creating robust biological networks is a major challenge in these fields, so our work on the genetic basis of robustness is likely to assist with the design and synthesis of gene regulatory circuits. The estimated time frame for this impact is around 10-15 years from the end of the grant.

3. Engineers, computer scientists and information technologists will also benefit from this work. There are some common principles on how to create robust architectures that are more broadly shared between engineering and biology. These include modularity, functional redundancy and feedback regulatory complexity. Therefore, in depth understanding of biological robustness can facilitate biologically inspired engineering approaches. The estimated time frame for this impact is around 15-20 years from the end of the grant.

Publications

10 25 50
 
Description This BBSRC award centres on understanding the underlying mechanisms of biological robustness, which is the major research interest in my newly established laboratory. Robustness is the ability of a system to maintain performance in the presence of perturbations, such as genetic mutations, environmental change or biological inherent stochasticity. The study of biological robustness has been increasingly recognised as a fundamental problem in biology, which is highly relevant to organismal development, evolution and disease. However, until now and especially in multicellular eukaryotes, there have been very few tractable experimental systems to address mechanistic questions on robustness. Our BBSRC grant proposed an ambitious work stream developing a new model to study robustness focusing on some epithelial stem cells in C. elegans. C. elegans development is very stereotypical (nematodes are thought to be "eutelic" i.e. containing a definite number of cells) and we proposed to initiate genetic screens to identify genetic mechanisms leading to variability in the stem cell number population in vivo.
Our key findings from this project were:
1) We set up a pipeline consisting of chemical mutagenesis, phenotype selection and mapping by next generation sequencing to identify genes modulating seam cell number variance. We produced a collection of mutants that show developmental variability.
2) We validated this pipeline to map two mutants showing seam cell hyperplasia. Stem cell development relies on a fine balance between cell proliferation and differentiation, which is usually impaired in conditions such as cancer, so it is important to understand the molecular regulation of these events. We have cloned two mutations corresponding to a transcription factor and a kinase that lead to loss of cell differentiation, thus increasing the stem cell population. We are currently finalising these two manuscripts for publication.
3) We focused on one of these mutations to establish a proof-of-principle for the recovery and characterisation of robustness genes from similar genetic screens. We cloned the first variable mutant and found a deletion in the distal promoter of the conserved basic helix-loop-helix transcriptional repressor lin-22, which is required for patterning of epidermal and neuronal lineages in C. elegans and other organisms. The homologue of lin-22 in humans Hes1 is a downstream effector of the Notch signalling pathway but we found a link between lin-22 and Wnt signalling. We showed that LIN-22 acts in the epidermis to antagonise Wnt signalling thus lin-22 mutants show an increase in Wnt pathway activity in anterior seam cells. LIN-22 restricts stem cell number variance by inhibiting ectopic neurogenesis and regulating cell fusion through Wnt signalling.
4) We established that lin-22 mutants show stochasticity in Wnt pathway activation that manifests in animal-to-animal and cell-to-cell variation in stem-cell like behaviour.
5) Using time-lapse imaging of post-embryonic seam cell divisions (Gritti et al., Nature Communications 2016), we showed that stage and lineage-specific gain or loss of cell fate symmetry in stem cell daughters underlies phenotypic variability and that these developmental errors occur within the same animal or even a single cell lineage in a stochastic manner.
6) We set up single molecule FISH in the lab to quantify gene expression in the seam. We provided evidence that lin-22 is expressed in anterior seam cells (up to V4) in wild-type but lin-22 expression is completely absent in the recovered mutant.
7) We established that within the deleted region in the mutant there is an enhancer of seam cell expression that contains binding sites for epidermal GATA transcription factors.
8) We identify downstream targets regulated by LIN-22 by developing a cell type profiling of transcription factor binding without cell isolation by adopting in C. elegans a tissue-specific DamID technique that was recently described in Drosophila.
9) We produced tools that we need for our work on seam cells like seam cell markers using other than GFP fluorophores (such as Scarlet), an improved seam cell marker and single copy seam cell markers that can be used for quantitative analysis.
10) We produced a system for seam cell specific transgene expression. This system is derived from Neurospora crassa and involves a transcriptional activator (QF) that binds to a short DNA motif (QUAS), a transcriptional repressor (QS) that suppresses gene activation and a small molecule (quinic acid) that inhibits the transcriptional suppressor.
Exploitation Route We presented our work in national and international meetings and internal seminars within Imperial college. We published a high-impact paper describing the nature of the genetic screen and the first results obtained (Katsanos et al. PloS Biology 2017). Some academics have already expressed an interest in our invertebrate stem cell model. Some academics at Imperial are using our smFISH set up for their own studies.
Sectors Education,Healthcare,Pharmaceuticals and Medical Biotechnology

URL http://www.imperial.ac.uk/people/m.barkoulas
 
Description We host school students from low income backgrounds as part of the in2science initiative or other schemes to shadow our research and learn about what it means to pursue research in a lab. We deliver talks to inform the public about research on nematodes and its potential impact. We are participating in public engagement events at Imperial. For example, we organised a workshop entitled "Worm_Lab" which provided an opportunity to the general public to observe under a microscope some fluorescent worms while learning about research on model organisms and stem cells. We established contacts with the industry to explore possibilities for collaborative work.
First Year Of Impact 2017
Sector Education,Healthcare
Impact Types Societal

 
Description Stochasticity of gene expression in the C. elegans epidermal stem cell network DTP project
Amount £100,000 (GBP)
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 10/2019 
End 10/2023
 
Title single molecule in situ hybridisation (smFISH) 
Description We have set up in our lab a technique to visualise and quantify single mRNAs in vivo as part of this award. We published several images arising from this technique in Katsanos et al. PloS Biology 2017 
Type Of Material Technology assay or reagent 
Year Produced 2017 
Provided To Others? Yes  
Impact A few groups at Imperial and other C. elegans labs in London have benefited from the development of this technique. Many undergraduate and postgraduate students at Imperial College now use this technique when they join or visit our lab. A visiting scientist from Athens, Greece who works on ageing spent a week in the lab to learn how to use this technique and acquired data related to the research questions their lab is addressing. 
 
Title Reagent databases available upon request 
Description We have produced databases for C. elegans nematode strains and molecular biology constructs that we produced using this award. These databases can be widely used in the academic community upon request. A few labs in London have requested already strains from our collection. We are planning to deposit key strains to the centralised C. elegans centre (CGC, University of Minnesota) 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact Sharing of resources across labs in London and the UK. 
 
Description High-throughput lineaging of EMS mutants showing seam cell defects 
Organisation AMOLF
Country Netherlands 
Sector Charity/Non Profit 
PI Contribution We provided lin-22 mutants from our genetic screen so that our collaborators could image and analyse patterns of cell divisions during development. One of our team members visited the van Zon lab to transfer back the expertise on how to perform this microscopy technique and data analysis. A research assistant (Ritobrata Ghose) set up data analysis in our lab using Python Scripts and helped other lab members to analyse similar data. He also developed ways to plot and present the analysed data for publication.
Collaborator Contribution The van Zon lab has developed a unique set up for live imaging of C. elegans. We used this methodology to compare post-embryonic cell divisions and development between the wild-type and lin-22 mutants that we recovered from our screen.
Impact This is a multi-disciplinary academic collaboration. The van Zon lab has expertise in biophysics, mathematical modelling and image analysis. We published a paper together as an outcome of this collaboration (Katsanos et al. PloS Biology 2017).
Start Year 2015
 
Description Next generation sequencing bioinformatics 
Organisation University College London
Department Department of Cell and Developmental Biology
Country United Kingdom 
Sector Academic/University 
PI Contribution We provided mutant DNA sequences to be analysed using established pipelines.
Collaborator Contribution The collaborator (Richard Poole) helped with data analysis to identify causative mutations.
Impact We published together a manuscript Katsanos et al. PloS BIology 2017
Start Year 2015
 
Description Reagents and resources 
Organisation University of Oxford
Department Department of Biochemistry
Country United Kingdom 
Sector Academic/University 
PI Contribution Analysed received reagents using mutation by mapping and molecular genetics
Collaborator Contribution The woollard lab contributed key reagents such as C. elegans mutant strains and constructs needed for our research
Impact We published a manuscript together (Katsanos et al. PloS Biology 2017)
Start Year 2014
 
Description Diversity week - participation 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Schools
Results and Impact We participated to an outreach event for school-kids to showcase the diversity of research and researchers at Imperial.
We had a little more than 100 school students visiting from various schools across London. They varied from years 7 - 13, but majority from years 10 and 11.
Year(s) Of Engagement Activity 2018
 
Description Worm_lab 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact We are participating this year at the Imperial Festival with a workshop focusing on the impact of C. elegans research to society. This activity entitled "Worm_Lab" is a good opportunity for members of the public to learn about research on nematodes and look at them under brightfield and fluorescent microscopes.
Year(s) Of Engagement Activity 2017
 
Description talk at Harrow School 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact I was invited by the biological society of Harrow school and gave talk about basic research and impact focusing on our research on nematodes.
Year(s) Of Engagement Activity 2017