Zebrafish MITF-Low Melanoma Subtype Models Reveal Transcriptional Subclusters and MITF-Independent Residual Disease

The melanocyte-inducing transcription factor (MITF)-low melanoma transcriptional signature is predictive of poor outcomes for patients, but little is known about its biological significance, and animal models are lacking. Here, we used zebrafish genetic models with low activity of Mitfa (MITF-low) a...

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Published inCancer research (Chicago, Ill.) Vol. 79; no. 22; pp. 5769 - 5784
Main Authors Travnickova, Jana, Wojciechowska, Sonia, Khamseh, Ava, Gautier, Philippe, Brown, Daniel V, Lefevre, Thomas, Brombin, Alessandro, Ewing, Ailith, Capper, Amy, Spitzer, Michaela, Dilshat, Ramile, Semple, Colin A, Mathers, Marie E, Lister, James A, Steingrimsson, Eiríkur, Voet, Thierry, Ponting, Chris P, Patton, E Elizabeth
Format Journal Article
LanguageEnglish
Published United States 15.11.2019
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Abstract The melanocyte-inducing transcription factor (MITF)-low melanoma transcriptional signature is predictive of poor outcomes for patients, but little is known about its biological significance, and animal models are lacking. Here, we used zebrafish genetic models with low activity of Mitfa (MITF-low) and established that the MITF-low state is causal of melanoma progression and a predictor of melanoma biological subtype. MITF-low zebrafish melanomas resembled human MITF-low melanomas and were enriched for stem and invasive (mesenchymal) gene signatures. MITF-low activity coupled with a p53 mutation was sufficient to promote superficial growth melanomas, whereas BRAF accelerated MITF-low melanoma onset and further promoted the development of MITF-high nodular growth melanomas. Genetic inhibition of MITF activity led to rapid regression; recurrence occurred following reactivation of MITF. At the regression site, there was minimal residual disease that was resistant to loss of MITF activity (termed MITF-independent cells) with very low-to-no MITF activity or protein. Transcriptomic analysis of MITF-independent residual disease showed enrichment of mesenchymal and neural crest stem cell signatures similar to human therapy-resistant melanomas. Single-cell RNA sequencing revealed MITF-independent residual disease was heterogeneous depending on melanoma subtype. Further, there was a shared subpopulation of residual disease cells that was enriched for a neural crest G -like state that preexisted in the primary tumor and remained present in recurring melanomas. These findings suggest that invasive and stem-like programs coupled with cellular heterogeneity contribute to poor outcomes for MITF-low melanoma patients and that MITF-independent subpopulations are an important therapeutic target to achieve long-term survival outcomes. SIGNIFICANCE: This study provides a useful model for MITF-low melanomas and MITF-independent cell populations that can be used to study the mechanisms that drive these tumors as well as identify potential therapeutic options. http://cancerres.aacrjournals.org/content/canres/79/22/5769/F1.large.jpg.
AbstractList The MITF-low melanoma transcriptional signature is predictive of poor outcomes for patients but little is known about its biological significance and animal models are lacking. Here, we used zebrafish genetic models with low activity of Mitfa (MITF-low) and established that the MITF-low state is causal of melanoma progression and a predictor of melanoma biological subtype. MITF-low zebrafish melanomas resembled human MITF-low melanomas and were enriched for stem and invasive (mesenchymal) gene signatures. MITF-low activity coupled with a p53 mutation was sufficient to promote superficial growth melanomas, while BRAF V600E accelerated MITF-low melanoma onset and further promoted the development of MITF-high nodular growth melanomas. Genetic inhibition of MITF activity led to rapid regression; recurrence occurred following reactivation of MITF. At the regression site, there was minimal residual disease that was resistant to loss of MITF activity (termed MITF-independent cells) with very low-to-no MITF activity or protein. Transcriptomic analysis of MITF-independent residual disease showed enrichment of mesenchymal and neural crest stem cell signatures similar to human therapy-resistant melanomas. Single-cell RNA-seq revealed MITF-independent residual disease was heterogeneous depending on melanoma subtype. Further, there was a shared subpopulation of residual disease cells that was enriched for a neural crest G0-like state that pre-existed in the primary tumor and remained present in recurring melanomas. These findings suggest that invasive and stem-like programs coupled with cellular heterogeneity contribute to poor outcomes for MITF-low melanoma patients, and that MITF-independent subpopulations are an important therapeutic target to achieve long-term survival outcomes.
The melanocyte-inducing transcription factor (MITF)-low melanoma transcriptional signature is predictive of poor outcomes for patients, but little is known about its biological significance, and animal models are lacking. Here, we used zebrafish genetic models with low activity of Mitfa (MITF-low) and established that the MITF-low state is causal of melanoma progression and a predictor of melanoma biological subtype. MITF-low zebrafish melanomas resembled human MITF-low melanomas and were enriched for stem and invasive (mesenchymal) gene signatures. MITF-low activity coupled with a p53 mutation was sufficient to promote superficial growth melanomas, whereas BRAF accelerated MITF-low melanoma onset and further promoted the development of MITF-high nodular growth melanomas. Genetic inhibition of MITF activity led to rapid regression; recurrence occurred following reactivation of MITF. At the regression site, there was minimal residual disease that was resistant to loss of MITF activity (termed MITF-independent cells) with very low-to-no MITF activity or protein. Transcriptomic analysis of MITF-independent residual disease showed enrichment of mesenchymal and neural crest stem cell signatures similar to human therapy-resistant melanomas. Single-cell RNA sequencing revealed MITF-independent residual disease was heterogeneous depending on melanoma subtype. Further, there was a shared subpopulation of residual disease cells that was enriched for a neural crest G -like state that preexisted in the primary tumor and remained present in recurring melanomas. These findings suggest that invasive and stem-like programs coupled with cellular heterogeneity contribute to poor outcomes for MITF-low melanoma patients and that MITF-independent subpopulations are an important therapeutic target to achieve long-term survival outcomes. SIGNIFICANCE: This study provides a useful model for MITF-low melanomas and MITF-independent cell populations that can be used to study the mechanisms that drive these tumors as well as identify potential therapeutic options. http://cancerres.aacrjournals.org/content/canres/79/22/5769/F1.large.jpg.
Author Spitzer, Michaela
Dilshat, Ramile
Mathers, Marie E
Lefevre, Thomas
Patton, E Elizabeth
Travnickova, Jana
Khamseh, Ava
Capper, Amy
Ewing, Ailith
Semple, Colin A
Lister, James A
Steingrimsson, Eiríkur
Wojciechowska, Sonia
Ponting, Chris P
Brown, Daniel V
Voet, Thierry
Gautier, Philippe
Brombin, Alessandro
AuthorAffiliation 4 Department of Human Genetics, University of Leuven, KU Leuven, Leuven, 3000, Belgium
5 Immunology Division, The Walter and Eliza Hall Institute of Medical Research, 1G Royal Parade, Parkville, 3052, Australia
7 Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Iceland, 101 Reykjavik, Iceland
8 Department of Pathology, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XU, UK
10 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SD, UK
2 CRUK Edinburgh Centre, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Crewe Road South, Edinburgh, EH4 2XU, UK
1 MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Crewe Road South, Edinburgh, EH4 2XU, UK
6 Open Targets, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SD, UK. European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SD, UK
9 Department of Human and Molecular
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Snippet The melanocyte-inducing transcription factor (MITF)-low melanoma transcriptional signature is predictive of poor outcomes for patients, but little is known...
The MITF-low melanoma transcriptional signature is predictive of poor outcomes for patients but little is known about its biological significance and animal...
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SubjectTerms Animals
Drug Resistance - genetics
Gene Expression Profiling - methods
Gene Expression Regulation, Neoplastic - genetics
Melanocytes - pathology
Melanoma - genetics
Melanoma - pathology
Microphthalmia-Associated Transcription Factor - genetics
Neoplasm Recurrence, Local - genetics
Neoplasm Recurrence, Local - pathology
Neoplasm, Residual - genetics
Neoplasm, Residual - pathology
Neural Crest - pathology
Proto-Oncogene Proteins B-raf - genetics
Stem Cells - pathology
Transcription, Genetic - genetics
Zebrafish - genetics
Title Zebrafish MITF-Low Melanoma Subtype Models Reveal Transcriptional Subclusters and MITF-Independent Residual Disease
URI https://www.ncbi.nlm.nih.gov/pubmed/31582381
https://search.proquest.com/docview/2301438262
https://pubmed.ncbi.nlm.nih.gov/PMC7116150
Volume 79
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