Targeting developmental cell states in melanoma

Lead Research Organisation: University of Edinburgh
Department Name: UNLISTED

Abstract

Over 16,000 people in the UK will be diagnosed with melanoma this year, and melanoma is now one of the most common cancers in young adults. In the past 15 years, new therapies have improved outcomes for many patients, but still almost half of people with metastatic melanoma die from the disease. We aim to understand how melanoma cells become resistant to therapy over time, with the long-term view to identify new targets for therapies and improve human health.
Melanoma arises from our pigment cells, called melanocytes. We and others have recently discovered that as melanoma cells become resistant to therapy, they inappropriately turn on genes from during embryonic development. We propose that adopting these embryonic characteristics, melanoma cells can rapidly adapt and escape therapy.
To test this idea, we will engineer genetic models of zebrafish, because we can directly follow melanoma disease processes and perform intervention strategies in living animals. Importantly, zebrafish melanomas accurately model human melanoma and have been the basis of drug discovery and clinical trials. New findings in zebrafish will be tested in patient-derived samples to ensure human genetic disease relevance. Our work directly contributes towards our MRC Human Genetics Unit mission to address fundamental mechanisms of human genetic disease by using advanced animal models to interpret how genes are turned on and off to lead to melanoma drug resistance.

Technical Summary

Over 16,000 people in the UK will be diagnosed with melanoma this year. Incidence is rising, and melanoma is now one of the most common cancers in young adults, especially young women. Despite improvements in targeted and immune-based therapies, many patients will succumb to melanoma due to drug resistance caused by disease intratumour heterogeneity generated by genetic mutations, plasticity of transcriptional cell states and a complex tumour microenvironment.
Our research vision is to harness advanced zebrafish models to investigate the mechanisms that underpin the dynamic cellular transcriptional heterogeneity in melanoma, with a view to inform therapy and improve human health. We hypothesise that dysregulated developmental lineages are a significant cause of tumour cell transcriptional heterogeneity (cell states) and the adaptive responses to therapy. These dysregulated developmental states in cancer provide a rich source of new drug targets. However, modelling melanoma-driving disease processes and intervention strategies in vivo remains a significant challenge in translating targets to the clinic.
Zebrafish are ideal for this purpose because: (1) we can interrogate melanocyte development and cancer in the same system in 4D across life span; (2) they are highly accessible for imaging at single-cell resolution; and (3) genome editing technologies and drug treatments enable perturbation experiments to directly test melanoma dependencies (genotype to phenotype). Importantly, zebrafish melanomas accurately depict the genetics and pathology of human melanoma and have been the basis of drug discovery and clinical trials. Our models are designed to capture both superficial and nodular cutaneous melanoma growth, with or without BRAF V600E mutations. We will delineate mechanisms that regulate the dynamics of disease-associated cell states and relate these to outcomes (cell state to phenotype). We will apply our findings to patient-derived samples and leverage human genomic datasets to ensure human genetic disease relevance.
Working collaboratively, we deliver on the HGU mission to discover fundamental mechanisms of human genetic disease within the context of melanocyte development and disease through two main Aims:
Aim 1: Discover genetic McSC lineage mechanisms in development and disease
Aim 2: Target melanocyte and melanoma cells states in 4D zebrafish models
Our work directly contributes towards our MRC Human Genetics Unit mission to address fundamental mechanisms of human genetic disease by using advanced animal models to interpret the genetic and transcriptional states that lead to melanocyte dysfunction.

Publications

10 25 50
 
Description European Zebrafish Society
Geographic Reach Europe 
Policy Influence Type Participation in a guidance/advisory committee
 
Description Accelerating the preclinical development of ROS-generating ALDH1-targeted suicide inhibitors for cancer treatment
Amount £98,418 (GBP)
Organisation Medical Research Council (MRC) 
Sector Public
Country United Kingdom
Start 02/2023 
End 01/2024
 
Description Cellular barcoding to define melanoma drug resistance and cell of origin
Amount $900,000 (USD)
Organisation Melanoma Research Alliance 
Sector Charity/Non Profit
Country United States
Start 08/2022 
End 08/2025
 
Description Dissection and targeting of novel pathogenic mechanisms mediating PIK3CA-driven overgrowth
Amount £654,436 (GBP)
Funding ID MR/Z506321/1 
Organisation Medical Research Council (MRC) 
Sector Public
Country United Kingdom
Start 07/2024 
End 08/2027
 
Description MRC Human Genetics Unit QQR
Amount £3,200,000 (GBP)
Organisation Medical Research Council (MRC) 
Sector Public
Country United Kingdom
Start 03/2023 
End 03/2028
 
Title ALDH1A3-acetaldehyde metabolism potentiates transcriptional heterogeneity in melanoma 
Description Cancer cellular heterogeneity and therapy resistance arise substantially from metabolic and transcriptional adaptations, but how these are interconnected is poorly understood. Here, we show that, in melanoma, the cancer stem cell marker aldehyde dehydrogenase 1A3 (ALDH1A3) forms an enzymatic partnership with acetyl-coenzyme A (CoA) synthetase 2 (ACSS2) in the nucleus to couple high glucose metabolic flux with acetyl-histone H3 modification of neural crest (NC) lineage and glucose metabolism genes. Importantly, we show that acetaldehyde is a metabolite source for acetyl-histone H3 modification in an ALDH1A3-dependent manner, providing a physiologic function for this highly volatile and toxic metabolite. In a zebrafish melanoma residual disease model, an ALDH1-high subpopulation emerges following BRAF inhibitor treatment, and targeting these with an ALDH1 suicide inhibitor, nifuroxazide, delays or prevents BRAF inhibitor drug-resistant relapse. Our work reveals that the ALDH1A3-ACSS2 couple directly coordinates nuclear acetaldehyde-acetyl-CoA metabolism with specific chromatin-based gene regulation and represents a potential therapeutic vulnerability in melanoma. 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
Impact highly cited dataset 
 
Title Oronasal mucosal melanoma is defined by two transcriptional subtypes in humans and dogs with implications for diagnosis and therapy 
Description Mucosal melanoma is a rare melanoma subtype associated with a poor prognosis and limited existing therapeutic interventions, in part due to a lack of actionable targets and translational animal models for preclinical trials. Comprehensive data on this tumour type are scarce, and existing data often overlooks the importance of the anatomical site of origin. We evaluated human and canine oronasal mucosal melanoma (OMM) to determine whether the common canine disease could inform the rare human equivalent. Using a human and canine primary OMM cohort of treatment-naive archival tissue, alongside clinicopathological data, we obtained transcriptomic, immunohistochemical, and microbiome data from both species. We defined the transcriptomic landscape in both species and linked our findings to immunohistochemical, microbiome, and clinical data. Human and dog OMM stratified into two distinctive transcriptional groups, which we defined using a species-independent 41-gene signature. These two subgroups are termed CTLA4-high and MET-high and indicate actionable targets for OMM patients. To guide clinical decision-making, we developed immunohistochemical diagnostic tools that distinguish between transcriptomic subgroups. We found that OMM had conserved transcriptomic subtypes and biological similarity between human and canine OMM, with significant implications for patient classification, treatment, and clinical trial design. © 2025 The Author(s). The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland. 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
Impact Lead to a clinical trial in dogs for melanoma and funding by a company 
 
Description CLOVE 
Organisation University of Edinburgh
Country United Kingdom 
Sector Academic/University 
PI Contribution Collabortion to model CLOVE syndrome in zebrafish
Collaborator Contribution We have not begun yet, but we have had multiple interactions with the charity funder
Impact At this stage, the funding has been agreed in principle, and we need to submit formal application to the Board
Start Year 2021
 
Description CP/TC 
Organisation Medical Research Council (MRC)
Department MRC Human Genetics Unit
Country United Kingdom 
Sector Academic/University 
PI Contribution We are using single cell analysis to study the melanocyte stem cell lineage
Collaborator Contribution Concepts and helping with analysis
Impact An eLIFE paper
Start Year 2017
 
Description Congential nevi application 
Organisation Francis Crick Institute
Country United Kingdom 
Sector Academic/University 
PI Contribution I am the leader of the team, and we are preparing a Wellcome Team Award
Collaborator Contribution A team award group to apply for funding for congenital nevi cell of origin study
Impact none yet, but grant in progress
Start Year 2021
 
Description MRA Barcoding team 
Organisation Harvard University
Department Harvard Medical School
Country United States 
Sector Academic/University 
PI Contribution New collaborative grant, that has reached triage stage. Using bar codes to follow cell of origin in melanoma in zebrafish and in patient autopsies.
Collaborator Contribution So far, we have written an application, and shared our new protocols.
Impact None yet, but an application has been submitted
Start Year 2021
 
Description SS/NFN to clinic 
Organisation University of Edinburgh
Country United Kingdom 
Sector Academic/University 
PI Contribution We are looking into getting the NFNs into clinical trial
Collaborator Contribution We have just started this collaboration.
Impact clinical
Start Year 2020
 
Description Hosted Pre-clinical Disease Models Meeting 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Over 160 people attended the Prelinical Genetic Disease Modelling Workshop at the Royal Society of Edinburgh, for researchers at all stages.
Year(s) Of Engagement Activity 2024
 
Description International Melanoma Working Group, AIM at Melanoma, Rome, Italy, June 2023. 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Workshop with industry and colleagues about key melanoma challenges
Year(s) Of Engagement Activity 2023
 
Description Keynote Speaker: European Association of Demato-Oncology, Rome, Italy, June 2023 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Keynote speaker at EADO in Rome
Year(s) Of Engagement Activity 2023
 
Description XXV International Pigment Cell Conference, Bilbao, Spain June 2023. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact International pigment cell meeting
Year(s) Of Engagement Activity 2023
 
Description • 13th European Melanoma Workshop, Jerusalem. Israel, September 2023 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact A workshop with PIs from around the world on melanoma.
Year(s) Of Engagement Activity 2023