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.
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.
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.
People |
ORCID iD |
Elizabeth Patton (Principal Investigator) |
Publications

Garcia-Peiro JI
(2025)
Dendritic Platinum Nanoparticles Shielded by Pt-S PEGylation as Intracellular Reactors for Bioorthogonal Uncaging Chemistry.
in Angewandte Chemie (International ed. in English)

Lu Y
(2024)
ALDH1A3-acetaldehyde metabolism potentiates transcriptional heterogeneity in melanoma
in Cell Reports

Brombin A
(2024)
Melanocyte lineage dynamics in development, growth and disease
in Development

Patton EE
(2024)
Valuing peer review at Disease Models & Mechanisms.
in Disease models & mechanisms

White RM
(2023)
Adult zebrafish as advanced models of human disease.
in Disease models & mechanisms

Hackett R
(2023)
Impactful in disease research: a DMM year in review.
in Disease models & mechanisms

Louphrasitthiphol P
(2023)
Acetylation reprograms MITF target selectivity and residence time.
in Nature communications

Russo M
(2024)
Cancer drug-tolerant persister cells: from biological questions to clinical opportunities.
in Nature reviews. Cancer

Polubothu S
(2023)
PTPN11 Mosaicism Causes a Spectrum of Pigmentary and Vascular Neurocutaneous Disorders and Predisposes to Melanoma.
in The Journal of investigative dermatology

Blacklock K
(2025)
Oronasal mucosal melanoma is defined by two transcriptional subtypes in humans and dogs with implications for diagnosis and therapy
in The Journal of Pathology
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 |