Generative biology: new approaches to study developmental design principles

20 - 21 October 2025 09:00 - 17:00 Leonardo Royal Hotel Brighton Waterfront Free
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Theo Murphy meeting organised by Dr Jake Cornwall-Scoones, Dr Dirk Benzinger, and Professor Sally Lowell.

As systems-level measurement of embryogenesis reaches maturity, developmental biologists are returning to foundational questions of how embryos build themselves. Synthetic biology has demonstrated how bottom-up explanations reveal design principles of biological transitions, and is increasingly looking towards embryos for inspiration, holistic contextualisation, and evolutionary interpretation. This meeting brings together these two disciplines towards a science of generative biology.

Programme

The programme, including speaker biographies and abstracts, will be available soon. Please note the programme may be subject to change.

Poster session

There will be a poster session on Monday 20 October. If you would like to present a poster, please submit your proposed title, abstract (up to 200 words), author list, and the name of the proposed presenter and institution to the Scientific Programmes team. Acceptances may be made on a rolling basis so we recommend submitting as soon as possible in case the session becomes full. Submissions made within one month of the meeting may not be included in the programme booklet.

Short talks

The meeting organisers are also accepting proposals for 10 minute talks to be delivered as part of the meeting programme. If you would like to present a talk, please submit your proposed title and abstract (up to 200 words) to the Scientific Programmes team. The deadline for submissions is Friday 15 August.  

Attending this event

  • Free to attend and in-person only
  • When requesting an invitation, please briefly state your expertise and reasons for attending
  • Requests are reviewed by the meeting organisers on a rolling basis. You will receive a link to register if your request has been successful
  • Catering options will be available to purchase upon registering. Participants are responsible for booking their own accommodation. Please do not book accommodation until you have been invited to attend the meeting by the meeting organisers

Enquiries: contact the Scientific Programmes team.

Image credit:©️Shannon Taylor / Oxford, Verd Lab

Organisers

  • Dr Jake Cornwall-Scoones

    Dr Jake Cornwall-Scoones

    Jake Cornwall-Scoones is a post-doctoral researcher at University College London and the Gurdon Institute, Cambridge. His work combines theory, stem cell biology and synthetic approaches to study the mechanisms by which cells individually and collectively process information. Jake carried out his PhD with James Briscoe, supported by Boehringer Ingelheim Fonds, where he established methods to generate synthetic morphogen-responsive cis-regulatory elements at scale, revealing modular design rules that enable predictable engineering of neural patterning. He has also collaborated with the labs of Zev Gartner, Rashmi Priya, Silvia Santos and Shankar Srinivas to establish agent-based theoretical frameworks of morphogenesis and cellular differentiation. Supported by the Schmidt Science Fellowship, Jake’s postdoctoral research will use zebrafish developmental genetics and theoretical approaches to investigate the mechanisms by which organs measure and regulate their sizes.

  • Dr Dirk Benzinger

    Dr Dirk Benzinger

    Dirk Benzinger is a postdoctoral researcher in the Briscoe lab at the Francis Crick Institute. He received his MSc in Molecular Biology from the University of Heidelberg (Germany), where he developed tools for the optogenetic control of protein transport. He then joined the lab of Mustafa Khammash at ETH Zurich (Switzerland) for his PhD. There, he employed synthetic biology approaches to study dynamic aspects of signalling and transcription regulation. In his current research, he explores the precision and robustness of cellular information processing by applying optogenetics to interrogate the dynamics of morphogen-mediated patterning during development.

  • Professor Sally Lowell

    Professor Sally Lowell

    Sally Lowell is a Wellcome Trust Senior Fellow and Professor of Stem Cell Biology and Early Development, based in the Centre for Regenerative Medicine. She did her PhD with Fiona Watt at CRUK followed by postdoctoral positions with David Anderson at Caltech and Austin Smith in Edinburgh. She is a Director at the Company of Biologists, where she chairs their Sustainability Initiative. She is also an elected member of EMBO and a Fellow of the Academy of Medical Sciences. Her lab build models based on pluripotent cells in order to investigate how cells coordinate with their neighbours to build tissues during development, and how cells sense and respond to pathological changes in neighbours in disease.

Schedule

09:00-09:05 Welcome by the organisers
09:05-09:25 Mechanical regulation of cell states

The structure of tissues is tightly linked to their function. During formation of functional organs, large-scale changes in tissue elongation, stretching, compression, folding/buckling, and budding impact the shape, position, packing, and contractility state of cells. Conversely, changes in single cell contractility, shape and position locally alter tissue organization and mechanics. Thus, forces function as important ques that are transmitted to the nucleus to coordinate gene expression programs to control cell states. On the other hand, excessive mechanical stresses have the potential to damage cells and tissues. In my presentation I will discuss our recent research on how cells sense mechanical forces and how these mechanosignals are integrated with biochemical inputs to alter cell states in health and disease.

Dr Sara Wickström

Dr Sara Wickström

Max Planck Institute for Molecular Biomedicine, Germany

09:25-09:40 Discussion
09:40-10:00 Enabling neighbour labelling: leveraging synthetic biology to monitor and manipulate cell-cell interactions

Cell-cell interactions profoundly influence cellular decision-making during development, in homeostasis, and during the onset and progression of disease. However, identifying these interactions and decoding their downstream effects remains technically challenging due to a shortage of relevant analytical approaches.

We have developed a series of engineering biology tools that make it possible to fluorescently label cells that neighbour any cell of interest. This allows us, for example, to fluorescently label healthy cells interacting with mutant cells, or pluripotent cells interacting with differentiated cells. Live labelled neighbours and unlabelled non-neighbours can be isolated by flow cytometry for further downstream analysis; this includes both ‘omics studies and functional assays on these live interacting cells.

The establishment of this type of technology relies on finely tuned genetic circuits, and requires iterative comparison of different transgenic structures through a series of design-build-test-learn cycles. Historically, these cycles have been complicated by “apples to pears” comparisons of different transgenes delivered episomally or randomly integrated in various genomic regions, which confound results due to variable delivery efficiencies, differing levels of transgene expression, and transgene silencing. To overcome this hurdle, we generated clonal “master” cell lines harbouring two insulated modular genomic landing pads integrated in safe harbour sites. These lines allow for rapid and convenient transgene integration in the same genomic loci, removing all variability caused by episomal delivery or random integration, and allowing for true "apples to apples" comparisons.

Dr Matthias Malaguti

Dr Matthias Malaguti

University of Edinburgh, UK

10:00-10:15 Discussion
10:15-10:40 Break
10:40-11:00 Reconstituting tissue-scale signalling landscapes from the bottom up

Tissues are not random assemblies of cells; instead, they are highly organized structures in which cells of distinct types are spatially patterned to create tissue form and function. This organization is governed by precise, dynamic patterns of signalling activity that unfold across space and time. For simplicity, I refer to these coordinated signalling activities as a tissue’s signalling landscape. These landscapes shape how cells acquire their identities, interact with one another, and ultimately give rise to tissue architecture and function. While the core genetic components of key developmental signalling pathways are well studied, it remains unclear how they act together to establish the signalling landscapes. For example, how are such landscapes created with spatial precision and adapted for diverse tissue contexts? To address these questions, my lab uses synthetic reconstitution approaches to build signalling landscapes from the ground up in genetically minimal, “blank-slate” cells. By reconstructing modules, such as morphogen gradients and planar cell polarity systems, we aim to identify the minimal set of components required for the formation of signalling landscapes and uncover the general principles that govern their dynamics and evolution. In this talk, I will present our recent findings and the broader implications for understanding tissue patterning.

Dr Pulin Li

Dr Pulin Li

Whitehead Institute, MIT, US

11:00-11:15 Discussion
11:15-12:00 Invited abstracts

13:40-14:00 Engineering gastrulation: Exploring the limits of morphogenetic robustness to altered embryo geometry

Changes in reproductive strategy are common across the evolution of vertebrate development. How this impacts the morphogenetic processes of gastrulation in manner that enables the emergence of a common body plan are not well understood. Gastruloids reduce the morphological complexity of pre-gastrulation embryos, can be compared across species and allow for a systematic exploration of the impact of changes in tissue geometry, ECM and mechanical environment. This enables us to determine the degree to which tissue-level flows associated with gastrulation are robust to the experimental disruption of these boundary conditions, and those that emerge through the interactions of cells with the acellular niche. To extract information about tissue-level flows, we have developed tools to conduct three-dimensional particle velocimetry analysis and applied them to zebrafish blastoderm explants (pescoids). We observed polonaise-like symmetric flows that become interrupted at the onset of elongation. Computational modelling indicates that converging and internalising flows are active forces that synergise to break these symmetric flows and sustain elongation. Consistently, we observe cell movements associated with both convergence and internalisation during explant elongation. I will also present work in mouse gastruloids that explores the role of substrate stiffness and ECM composition on the self-organisation of collective cell migration. We isolate conditions that enable the self-generation of multiple protrusions, that each self-organise a tailbud-like morphology with associated morphogen gradient systems. Together, our work determines examples of both robust genetically encoded morphogenesis, and the self-organisation of well conserved patterning mechanisms from altered starting conditions.

Dr Ben Steventon

Dr Ben Steventon

University of Cambridge, UK

14:00-14:15 Discussion
14:15-14:35 Towards in vitro reconstitution of Wnt gradient formation

Wnt proteins are essential regulators of organ development, homeostasis, and repair. They feature a unique post-translational lipid modification (palmitoleoylation), essential for engaging their signaling receptor Frizzled and consequently downstream signal transduction. Despite the inherent hydrophobicity caused by this lipid moiety, Wnts can spread in the extracellular space and act over many cell diameters in different tissue contexts. Work from our lab has shown that the glypican Dlp harbours a hydrophobic tunnel that stabilizes Wingless (Wg), the main Drosophila Wnt protein, at the cell surface and thus contributes to signalling activity. We found that glycosaminoglycans (GAG) chains can ‘solubilise’ Wingless independently of the lipid-binding tunnel of Dlp and that, in gain-of-function experiments, glypicans GAGs promote the spreads of Wingless along the surface of Drosophila wing imaginal discs and drive extracellular gradient formation. We are interested in uncovering the molecular mechanism that enable GAGs alone to promote Wg transport. Biophysical analysis of the GAG-Wg interaction suggests that GAGs induce the formation of multimeric Wg complexes, a conformation that may allow reciprocal lipid-shielding by Wg molecules. Our ultimate goal is to combine genetic engineering approaches, mathematical modelling, and in vitro reconstitution assays to reach a mechanistic understanding of how lipid- and GAG-dependent interactions cooperate to enable the extracellular transport of Wingless, and other Wnts.

Dr Jean-Paul Vincent FMedSci FRS

Dr Jean-Paul Vincent FMedSci FRS

The Francis Crick Institute, UK

14:35-14:50 Discussion
14:50-15:10 Break

15:10-15:30 Synthetic gene regulatory networks to explore design principles of spatiotemporal patterning

Patterns are ubiquitous in biology ranging from gene expression during development to the organization of microbial communities. While the molecular mechanisms underlying pattern formation are complex, they are believed to follow general principles. In my group we use a bottom-up synthetic biology approach to construct in bacteria synthetic gene regulatory networks capable of generating spatiotemporal patterns. We have for example worked on stripe-forming incoherent feed-forward loops, on bistable switches and on oscillators. This strategy not only enables precise control over pattern formation but also provides insights into the fundamental principles that govern these biological processes. In my talk, I will give an overview of some of our recent work on pattern formation.

Professor Yolanda Schaerli

Professor Yolanda Schaerli

University of Lausanne, Switzerland

15:30-15:45 Discussion
15:45-16:05 Information flow in self-organized developmental systems

Embryonic development is a spectacular display of self-organisation of multi-cellular systems, combining transformations of tissue mechanics and patterns of gene expression. These processes are driven by the ability of cells to communicate through mechanical and chemical signalling, allowing coordination of both collective movement and patterning of cellular states. To ensure proper biological function, such patterns must be established reproducibly, by controlling and even harnessing intrinsic and extrinsic fluctuations. While the relevant molecular processes are increasingly well understood, we lack principled frameworks to understand how tissues obtain information to generate reproducible patterns. I will discuss how combining dynamical systems models with information theory provides a mathematical language to analyse biological self-organization across diverse systems. Our approach can be used to define and measure the information content of observed patterns, to functionally assess the importance of various patterning mechanisms, and to predict optimal operating regimes of self-organizing systems. I will demonstrate how our framework reveals mechanisms of self-organization of in vitro stem cell systems in direct connection to experimental data, including intestinal organoids and gastruloids. This framework provides an avenue towards unifying the zoo of chemical and mechanical signalling processes that orchestrate embryonic development.

Professor David Brückner

Professor David Brückner

Biozentrum, University of Basel, Switzerland

16:05-16:20 Discussion
16:20-16:40 Synthetic biology tools for mammalian cell engineering

Our research at Imperial College is focused on the engineering of bacteria, mammalian and synthetic cells to advance the applications of synthetic biology. Resource competition between host cells and genetic constructs is one of our main research themes, for its impact on our ability to reliably engineer cellular hosts. In order to tackle resource competition and the cellular burden derived from it, we are currently developing new tools to address measure and characterise competition in engineered cells, but also exploring the design of novel gene expression control platforms for low-footprint genetic engineering.

Dr Francesca Ceroni

Dr Francesca Ceroni

Imperial College London, UK

16:40-16:55 Discussion

16:55-17:15 Flash poster talks
17:15-18:15 Poster session

Chair

Professor Sally Lowell

Professor Sally Lowell

University of Edinburgh, UK

09:05-09:25 From molecules to morphogenesis: Decoupling the principles of early mammalian development

Classical models of embryonic patterning emphasize transcription factors and morphogen gradients as primary drivers of spatial and temporal gene expression. Yet, emerging evidence suggests that metabolism plays a more instructive role than previously appreciated. We recently uncovered two distinct, stage- and cell-type-specific waves of glucose metabolism that orchestrate key developmental transitions during mouse gastrulation. Using quantitative single-cell imaging, stem cell models, and tissue explants, we show that hexosamine pathway activity in the epiblast promotes fate acquisition, while a later glycolytic wave supports mesoderm migration and tissue expansion. These metabolic programs regulate development through distinct cellular signalling mechanisms. Our findings position compartmentalized metabolism as a dynamic and instructive layer in embryonic patterning, acting in concert with genetic and signalling cues to shape the mammalian body plan.

Dr Berna Sozen

Dr Berna Sozen

Yale University, US

09:25-09:40 Discussion
09:40-10:00 Towards light-guided physiology: optogenetics and biosensors to probe tissue-scale patterning

How do cells organise into distinct spatial domains in a healing wound or developing embryo? We seek to understand how the local activation of signalling pathways influences cell decisions and “re-write” this information to drive desired cellular responses. Both missions require new tools: biosensors to report on cells’ states, and optogenetic or chemical tools to alter them. I will talk about our recent work on all three areas – optogenetic tools, biosensors, and cell signalling biology – with a particular focus on receptor tyrosine kinases in development.

Professor Jared Toettcher

Professor Jared Toettcher

Princeton University, US

10:00-10:15 Discussion
10:15-10:40 Break
10:40-11:00 Talk title TBC
11:00-11:15 Discussion
11:15-12:00 Invited abstracts
11:35-11:50 Discussion

13:40-14:00 Designing purpose and agency in engineered generative biology

A characteristic of living systems is that they act with internal purposive behaviour and agency. Cells, cell collectives and organisms have agendas; using a combination of environmental sensing and internal parameters, including parameters set by part events and persisting, they navigate through state space toward goals. Natural generative biological systems such as embryos demonstrate this in their responses to experimental perturbation; when moved from their natural trajectory through state-space, they generally adapt to find a new trajectory to their original goal (Waddington called this 'homeorhesis').

Designers of engineered biological systems can choose where to locate purpose and agency for the biological device that they build, They can keep it outside biology, for example by using manual approaches or closed-loop, computer-driven systems to control engineered cells with chemical signals or with light. Or – and this is critical for truly generative engineered biological systems – they can include goal-seeking/ agential behaviour as part of their biological design, often (at this stage of technology) as an adaptation of existing natural agential systems.

In this talk, I will briefly review concepts of purpose and agency, and then discuss how they can be handled in the design of generative biological systems. The principles will be illustrated with real examples, constructed in wet-ware by my own and other laboratories.

Professor Jamie Davies FRSE

Professor Jamie Davies FRSE

University of Edinburgh, UK

14:00-14:15 Discussion
14:15-14:45 Invited abstracts
14:45-15:00 Break
15:00-15:20 Evolving phenotypic diversity

One of the fundamental and most longstanding questions in biology is how phenotypes evolve to generate the incredible diversity of forms that surround us in the natural world. Vertebrate body shape is a good example of this, with species’ forms ranging from the rounded ocean sunfish to elongated snakes, and everything in between. The evolution of vertebrate body shapes has been accompanied by significant variation to the axial skeleton and the vertebrae that compose it, which can vary in size, morphology and type, but crucially also in number, ranging from less than ten to several hundred. In my group we take an interdisciplinary approach to uncover the developmental drivers of phenotypic diversity in vertebrates using Lake Malawi cichlid fishes as a model system to investigate the evolution of increased vertebral counts.

The diverse morphology, conserved genomes, close-relatedness, and ability to hybridise of these fishes makes them the ideal system in which to study how the evolutionary modification of developmental mechanisms has led to phenotypic diversity, in this case by evolving increased vertebral counts. We combine state-of-the-art experimental embryology, single cell technologies, advanced microscopy, ancestral trait reconstruction and data-driven mathematical modelling to ask how developmental processes differ in Lake Malawi cichlid species that have convergently evolved increased vertebral counts, versus those that have retained ancestral numbers of vertebrae. Specifically, we focus on two developmental processes known to play important roles determining total vertebral counts - gastrulation and somitogenesis - and use data-driven mathematical modelling to ask how these differences might have evolved. The interdisciplinary projects carried out in my group are already contributing towards our understanding of how phenotypic diversity is generated and have the potential to inform how phenotypes might evolve in the future.

Dr Berta Verd

Dr Berta Verd

University of Oxford, UK

15:20-15:35 Discussion
15:35-15:55 Talk title TBC
15:55-16:10 Discussion
16:10-17:30 Round table discussion: An agenda for generative biology
Dr Philip Ball

Dr Philip Ball

Freelance writer