Arthropod segmentation: Revisiting the Drosophila paradigm

Lead Research Organisation: University of Cambridge
Department Name: Zoology

Abstract

Subdivision of the body into repeated units, or segments, is a key aspect of the organisation of several groups of animals, including vertebrates, annelids and arthropods. Over the last thirty years, the genetic analysis of segmentation in the fruit fly Drosophila has provided detailed insight into a cascade of gene interactions that pattern segment boundaries in the embryo. The study of these gene interactions has provided a textbook example for how genes are regulated during animal development, and revealed key aspects of gene organisation - for example the modular logic of genetic control. Despite this, fundamental aspects of the segmentation process are still not fully understood. By modelling the process of segment pattern formation in silico, we have shown that the current model for Drosophila segment patterning is incomplete. Maturation of the segment pattern, and in particular the transition from double segment ("pair-rule") to single segment patterning, depends on a switch in the nature of regulatory interactions between transcription factors, mediated by an extrinsic timing signal. There is also clear data that the Drosophila segmentation cascade exhibits dynamic behaviour at the level of the gap genes, and that this has consequences for pair rule gene expression. Our models suggest that dynamic behaviour plays a functional role in segment patterning, and that gap gene-mediated stripe movements work in concert with expression dynamics driven by regulatory feedback from within the pair rule gene network itself.

Intriguingly, these observations make it easier to relate the network logic of Drosophila segmentation to processes that have recently been shown to pattern segment formation in other, so called "short germ", arthropods. These species make their segments sequentially, using oscillatory cycles of gene expression, rather than simultaneously, as in Drosophila. Short germ segmentation is clearly ancestral to the insects, and to arthropods as a whole, but up to now little vestige of this ancestral process has been apparent in the Drosophila segmentation cascade. However, our current view of Drosophila segmentation suggests that at least parts of the gene regulatory logic of a pair-rule feedback circuit still persist in the Drosophila embryo, and that they may be responsible for limited, but key aspects of Drosophila segment development. We will examine the dynamic behaviour of the pair rule network in Drosophila, test the extent to which this gene circuit resembles the gene circuits that have recently been shown to drive segmentation in the beetle Tribolium and other short germ arthropods, and so gain insight into the process of gene regulatory network evolution.

Technical Summary

The genetic cascade patterning segmentation in Drosophila is one of the best understood gene networks controlling development, but there is still no adequate model for certain key aspects of its function. It has recently become clear that interactions between gap genes drive dynamic change of spatial patterns, and that this dynamic behaviour affects pair-rule gene patterning.
Taking a systems level approach to the existing Drosophila data, we have identified limitations in the current model for segment pattern maturation, which lead us to propose:
(i) that timing of segment pattern maturation is not intrinsically controlled by the interactions between pair rule genes, but is mediated by extrinsic factors that are regulated independently of the segmentation cascade.
(ii) that the regulatory interactions between segmentation genes undergo a key transition at late cellularisation, just before gastrulation, which initiates the process of frequency doubling from pair-rule to single segment patterning, and that this transition may be mediated by the Zic family protein Odd-paired.
(iii) that components of a feedback circuit persist in the early regulatory logic of the Drosophila pair rule genes, and that interactions of this circuit pattern the last parasegment of the germ band, in a manner which may be analogous to the patterning of all abdominal segments in the trunk of short germ insect ancestors.
(iv) that dynamic behaviour of the pair rule network may also play a key role in the specification of the parasegment boundaries of other segments.

We will test these hypotheses using genetic manipulations in Drosophila, including CRISPR/Cas9 genome editing and the MS2 system for live imaging of RNA expression. If correct, these ideas imply that there are more persisting commonalities between the process of segmentation in Drosophila and in its short germ ancestors than are currently apparent.

Planned Impact

The principal short and medium term (1-5 year) impacts of this work will be within the academic community, particularly in terms of showing how a system wide approach with in silico modelling can provide fresh insight even in a long studied biological system. It also illustrates the value that comparative biology has in stimulating new ways of thinking about even the best studied systems. We detail in the Pathways to Impact statement how we will communicate this message to professional, student and public audiences.

We cannot predict a direct impact of our work on applied insect biology. However, it is important to stress that insects and other arthropods are the most successful and biodiverse group of animals on earth. They have major economic impact on man through their effects on agriculture and food storage, and they are among the most significant of disease vectors. They are currently being proposed as a valuable food source, and many molecules synthesised by arthropods have practical application, including venoms, silks, elastic proteins and others. Their nervous systems provide practical models for robotic vision and movement control.

There are many well documented areas where research on Drosophila has led to practical applications in species of economic or medical interest. Such areas include the control of sex determination, the mechanism of olfaction, and hormonal control of the life cycle. More broadly, studies in Drosophila have made a major contribution to the whole of biomedical science. The PIs own earlier work on the control of segment determination in Drosophila ultimately contributed to the discovery of Hox genes and the whole family of homeobox transcription factors, although this would certainly not have sounded credible if written into a grant application at the time. The work then seemed to be of purely academic interest.

Similarly, we believe that having a better understanding of the dynamic behavior of gene networks in a model such as Drosophila, with such a wealth of accumulated data and detailed developmental knowledge, is likely to have unforeseen consequences much more widely, both in the applications of systems level thinking to a wide range of problems in biology, and more specifically in understanding how what we know in such detail from Drosophila relates to the biology of the many arthropod species that are of practical concern.

We will communicate our results to the broadest possible community, through presentations at academic meetings, through review articles, and through outreach events such as those organized during the Cambridge Science Festival, and through the Cambridge Museum of Zoology. We will also use our results to update the teaching of science undergraduates, stressing the value of explicit modeling in challenging existing orthodoxy and generating and testing novel hypotheses.
 
Description We have generated an antibody against the transcription factor odd paired, the Drosophila orthologue of vertebrate Zic proteins, and used this to confirm the predicted timing of odd-paired expression in Drosophila. In collaboration with Andrew Peel (Leeds) We have analysed the expression of genes in the beetle Tribolium that are candidates for controlling the timing of segment patterning, thereby testing the hypothesis that conserved factors control the process of segmentation in both short germ and long germ insect embryos. This work is published.
We have implemented for Drosophila and Tribolium the new technique of Hybridisation Chain Reaction, and used this to generate pilot data on the expression of segmentation and timer genes in the tail region of the Drosophila embryo to test the hypothesis that this region retains the function of a segment addition zone. This work has been published in a preprint that is currently under review for formal publication. Work on this topic is being continued by Erik Clark, and has led to new collaborations.
We have also developed the HCR methodology for two species of non-insect arthropods (a centipede and a spider) and used this to test whether the expression of the identified insect timer genes, caudal, dichaete and odd-paired, in these species is consistent with a conserved role as timers of tissue maturation during the elongation of the germ band. This work is still ongoing, but has been delayed by Covid regualtions that prevented collaboration.
We have made and tested constructs for the expression of highly unstable RNAs in the Drosophila blastoderm, as a first step to live imaging of expression driven by pair-rule gene promoter constructs.
Exploitation Route We anticipate that our models will lead to further work by others on a diversity of species, to test and extend our conclusions. They will also contibute to the new emphasis on systems approaches in developmental biology - as for example reflected by the invitation of Erik Clark to speak at a Royal Society systems biology meeting.
To facilitate the promulgation of these ideas, we have published, jointly with our collaborator Andrew Peel, a synthetic review of the field of Arthropod segmentation, highlighting recent developments and new insights. Erik Clark has also published an article stemming from his Royal Society presentation, using new models to compare the implications of alternative hypotheses for patterning. These models are based on our insect work, but are relevant to segmentation in vertebrates, and other systems.
Erik Clark has submitted an application for further funding to work in collaboration with Tom Hiscock in Aberdeen on further modelling of related aspects of embryonic development, including questions of scaling during development
Sectors Agriculture, Food and Drink,Education,Environment,Healthcare

URL https://doi.org/10.1101/2022.01.26.477848
 
Description Long Term Fellowship (PostdoctoraL)
Amount $110,000 (USD)
Funding ID ALTF 383-2018 for Erik Clark 
Organisation European Molecular Biology Organisation 
Sector Charity/Non Profit
Country Germany
Start 01/2019 
End 03/2021
 
Title HCR in situ protocol for spiders, centipedes and other arthropod embryos 
Description We have used our experience with Drosophila to develop a protocol for the application of the Hybridisation Chain Reaction technique for multiplex in situ hybridsation in other arthropods, including spider and centipede embryos. Previous researchers reported that this technique did not work in spiders, but Anna Schonauer has developed new fixation methods that allow the technique to work, as well as a new method to remove the egg membranes that saves a great deal of time. This work has been reported to other users, and with little further development has been applied to beetles and ants 
Type Of Material Technology assay or reagent 
Year Produced 2021 
Provided To Others? Yes  
Impact Other in my lab, and other labs including the The Abouheif lab at McGill University and the Mac Planck Institute for Chemical Ecology in Jena are using this method. 
URL https://doi.org/10.1242/dev.199719
 
Title Polyclonal antisera against the Drosophila odd-paired protein 
Description We have generated two antisera in guinea pigs that recognise the Drosophila transcription factor odd-paired/zic, and are excellent for histochemistry in Drosophila embryos. 
Type Of Material Antibody 
Year Produced 2020 
Provided To Others? Yes  
Impact The antibody is available to others for collaborative experiments, and have so far has been used by our collaborators Steven Russell (Cambridge) and the De Pace lab (Harvard). Experiments documenting the use of the antibody for immunohistochemistry, and details of its generation, have been published in a preprint published in 2022 (https://doi.org/10.1101/2022.01.26.477848) 
URL https://doi.org/10.1101/2022.01.26.477848
 
Title Image analysis pipeline for HCR in situ hybridisation data 
Description Erik Clark has developed an improved pipeline to extract quantitative information about gene expression from HCR in situ hybridisation data have developed . This involves segmenting the image to allow single cell analysis. 
Type Of Material Data analysis technique 
Year Produced 2022 
Provided To Others? Yes  
Impact None yet 
URL https://doi.org/10.1101/2022.01.26.477848
 
Title Models of cross regulating dynamical processes 
Description Arthropod segmentation and vertebrate somitogenesis are leading fields in the experimental and theoretical interrogation of developmental patterning. However, despite the sophistication of current research, basic con- ceptual issues remain unresolved. These include (1) the mechanistic origins of spatial organisation within the segment addition zone (SAZ); (2) the mechanistic origins of segment polarisation; (3) the mechanistic origins of axial variation; and (4) the evolutionary origins of simultaneous patterning. Here, Erik Clark explores these problems using coarse-grained models of cross-regulating dynamical processes. In the morphogenetic framework of a row of cells undergoing axial elongation, he simulates interactions between an "oscillator", a "switch", and up to three "timers", successfully reproducing essential patterning behaviours of segmenting systems. 
Type Of Material Computer model/algorithm 
Year Produced 2020 
Provided To Others? Yes  
Impact By comparing the output of these largely cell-autonomous models to variants that incorporate positional information, he finds that scaling relationships, wave patterns, and patterning dynamics all depend on whether the SAZ is regulated by temporal or spatial information. He also identifies three mechanisms for polarising oscillator output, all of which functionally implicate the oscillator frequency profile. Finally, he demonstrate significant dynamical and regu- latory continuity between sequential and simultaneous modes of segmentation. 
URL https://www.biorxiv.org/content/10.1101/2020.09.12.294611v2
 
Title Multiplexed confocal imaging data from: A timer gene network is spatially regulated by the terminal system in the Drosophila embryo 
Description We present an imaging dataset used to study the regulation of the "timer" genes caudal (cad), Dichaete (D) and odd-paired (opa) in early Drosophila melanogaster embryos (accompanying manuscript: doi.org/10.7554/eLife.78902). The dataset consists of various multiplexed HCR and/or antibody stains showing the expression of relevant patterning genes in fixed Drosophila embryos (54 gene product combinations across 12 genotypes). In total it contains 866 multi-chanel image stacks, 818 of which show whole embryos, and 48 of which show close-up views of the posterior terminal region. We used the data to identify 11 new regulatory interactions involved in Drosophila anteroposterior patterning and to clarify the dynamics and mechanism of posterior terminal patterning. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact This dataset underpinned research published as doi.org/10.7554/eLife.78902 
URL https://www.ebi.ac.uk/biostudies/BioImages/studies/S-BIAD582
 
Description Collaboration of Erik Clark with Tom Hiscock, Institute of Medical Sciences, Aberdeen 
Organisation University of Aberdeen
Department Institute of Medical Sciences
Country United Kingdom 
Sector Academic/University 
PI Contribution Providing experimental data to develop a model of gene regulation in space and time
Collaborator Contribution Provision of mathematical skills to develop more realistic models of gene interactions
Impact Preliminary data for a Wellcome Trust Career Development Award application by Erik Clark (currently shortlisted)
Start Year 2021
 
Description Collaboration with Andrew Peel lab, Leeds 
Organisation University of Leeds
Department School of Biology
Country United Kingdom 
Sector Academic/University 
PI Contribution We have provided intellectual input and data from Drosophila that have guided comparative experiments in the beetle Tribolium
Collaborator Contribution Andrew Peel and colleagues have conducted in situ hybridisation experiments in Tribolium to determine the expression patterns of candidate segmentation timing factors, and have used their expertise in gene manipulation to knockout gene function for the timing factor odd-paired, showing that it has a previously undescribed role in Tribolium segmentation, despite previously published claims to the contrary.
Impact Joint publication between Andrew Peel and Erik Clark reporting research results - Clark, E. and Peel, A. D. (2018) Development 145: dev155580. A synthetic review of the field of arthropod segmetnation, collaboratively written - Clark, Peel and Akam (2019) Development https://dev.biologists.org/content/146/18/dev170480
Start Year 2012
 
Description Collaboration with Matthew Benton, Cambridge 
Organisation University of Cambridge
Department Department of Zoology
Country United Kingdom 
Sector Academic/University 
PI Contribution We have provided research expertise and infrastructure support for research in the Benton laboratory, which is adjacent to our own.
Collaborator Contribution Matthew Benton brings expertise in live imaging and the use of live imaging reporters in embryos. In collaboration with Erik Clark and ourselves he is working on the relationship between cell division and segment patterning, particularly in the relictual segment addition zone of the Drosophila embryo
Impact A timer gene network is spatially regulated by the terminal system in the Drosophila embryo Erik Clark, Margherita Battistara, Matthew A. Benton https://doi.org/10.1101/2022.01.26.477848 This collaboration hasalso generated preliminary dta that have been used in an application for a Wellcome Trust CDA application by Erik Clark (currently shortlisted)
Start Year 2019
 
Description Collaboration with McGregor Lab, Oxford 
Organisation Oxford Brookes University
Department School of Life Sciences Oxford Brookes
Country United Kingdom 
Sector Academic/University 
PI Contribution We have developed a Hybridisation Chain Reaction protocol for multiplex in situ hybridisation in spider embryos, and applied it to study segmentation and timer genes during development. This work has been carried out in Cambridge by Anna Schonauer, who we have recruted from the McGregor lab.
Collaborator Contribution The Mcgregor lab has provided us with a supply of spider embryos from their established culture of Parasteatoda tepidariorum. Anna Schonauer has collected and fixed the embryos during weekly visits to Oxford, before bringing them to Cambridge for analysis.
Impact The new methods developed and the data collected were be presented at the April 2021 BSDB meeting in a talk and a poster.
Start Year 2019
 
Description Collaboration with Steven Russell, Cambridge Dept. of Genetics 
Organisation University of Cambridge
Department Department of Genetics
Country United Kingdom 
Sector Academic/University 
PI Contribution We have provided the newly made antibody against odd-paired protein to the Russell lab.
Collaborator Contribution The Russell lab have performed ChIP-seq using this Opa antibody and generated pilot data mapping Opa binding across the Drosophila genome.
Impact Following his EMBO Fellowship in Harvard, Erik Clark has returned to the UK to work as an independent fellow under the sponsorship of Steven Russell in Cambridge Genetics. They have ongoing projects related to the objectives of this grant
Start Year 2018
 
Description Collaboration with dePace lab, Harvard 
Organisation Harvard University
Department Harvard Medical School
Country United States 
Sector Academic/University 
PI Contribution From Erik Clark, the lead researcher initially appointed on this grant, has moved on a fellowship to the laboratory of Angela DePace in the Harvard Systems Biology Institute, taking with him expertise in the biology and modelling of segmentation gene networks.
Collaborator Contribution in the DePace laboratory, Erik Clark is devoting a fraction of his time to work relating to the objectives of the BBSRC grant. In particular, he is bringing the expertise of the Harvard Systems biology in imaging and image analysis. He has regular meetings with us, online and once or twice each year in person during visits to Cambridge. He has also spent a considerable amount of time working on a joint publication with us, reviewing the field.
Impact A synthetic review of the field of arthropod segmentation (https://dev.biologists.org/content/146/18/dev170480) A preprint of a further paper reporting progress towards the onbvjuectives of this grant (https://doi.org/10.1101/2022.01.26.477848)
Start Year 2019
 
Description Cambridge Theory of Living matter group 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact An invited plenary talk to an interdisciplinary group of physicists and biological sciences , celebrating the 100th anniversary of D'Arcy Thompson's landmark book On Growth and Form
Year(s) Of Engagement Activity 2017
URL http://www.tcm.phy.cam.ac.uk/tlm/events.html
 
Description Company of Biologists Workshop: Fostering Quantitative Modelling and Experimentation in Developmental Biology 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Erik Clark attended the 3-day Workshop and presented a research talk to 30 researchers within the field of quantitative developmental biology, which sparked further discussion over the course of the Workshop.
Year(s) Of Engagement Activity 2022
URL https://www.biologists.com/workshops/july-2022/
 
Description EMBL Conference, Heidelberg Aug 2019 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Michael Akam spoke about work carried out under this grant at a symposium in honour of the former director of EMBL, Fotis Kafatos.
Year(s) Of Engagement Activity 2019
URL https://www.embl.de/training/events/2019/MFK19-01/
 
Description Erik Clark presentation at Dept. of Genetics, Cambridge 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact Erik Clark gave an invited talk at the annual"Research in Genetics" symposium in Cambridge, to introduce himself to members of the department which he had just joined. This focussed on work funded by this grant and his EMBO postdoc
Year(s) Of Engagement Activity 2021
 
Description Erik Clark presentation at Royal Society meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Erik Clark was an invited participant and speaker at a meeting on "Interdisciplinary approaches to dynamics in biology", organised by the Royal Society in February 2020
Year(s) Of Engagement Activity 2020
URL https://royalsociety.org/science-events-and-lectures/2020/02/dynamics-biology/
 
Description Invited presentation at Sainsbury Laboratory Symposium: Regulatory Dynamics in Development and Evolution 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Erik Clark was an invited speaker at the Symposium, which brought together a wide diversity of evo-devo researchers. The talk sparked interest and discussion, including ideas for future research directions.
Year(s) Of Engagement Activity 2022
URL https://www.slcu.cam.ac.uk/sainsbury_laboratory_symposium/programme
 
Description Invited presentation at Symposium on Animal Development and its Evolutionary Variation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presented research to audience of many key figures in the evo-devo field. Led to discussions and an invitation to visit EMBL in Heidelberg, which occurred later in the year.
Year(s) Of Engagement Activity 2017
 
Description Presentation at European Evolutionary Developmental Biology meeting, Galway 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact The PI (Akam) gave a platform talk at this meeting that was partly based on work carried out under this award, in a session on gene regulatory networks. The audience covered a broad range of professional researchers and graduate students covering many aspects of developmental and evolutionary biology.
Year(s) Of Engagement Activity 2018
 
Description Scottish developmental biology group meeting, St Andrews 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Invited plenary talk to review our work on arthropod segmentation
Year(s) Of Engagement Activity 2017
 
Description Systems biology symposium co-organised by postdoctoral researcher Erik Clark at Euro Evo Devo meeting, Galway 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact The postdoctoral researcher Erik Clark was co-organiser of a symposium on "The Systems Biology of Pattern Formation" at the European Evolutioanry Developmental Biology meeting in Galway. The symposium raised the profile of this research area for a diverse audience of professional researchers and graduate students covering awide range of fields ain evolutionary and developmental biology.
Year(s) Of Engagement Activity 2018
URL http://www.evodevo2018.eu/ehome/evodevo2018/symposia%20topics/
 
Description UK evo devo symposium 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Presented research at a national gathering of researchers in the field, held at the Natural History Museum in London. Led to discussions after the seminar.
Year(s) Of Engagement Activity 2017
 
Description Zoom Workshop for Abouheif Lab, McGill University 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Erik Clark gave a talk on Zoom for Ehab Abouheif's research group and colleagues at McGill University, Canada to introduce them to the Hybridisation Chain Reaction (HCR) technique as applied to insect tissues. They wished to try this technique with their study system (ants). Following the workshop, they have now begun to use this technique, and are excited by the results.
Year(s) Of Engagement Activity 2020