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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Veröffentlicht in:Cancer research (Chicago, Ill.) Ill.), 2019-11, Vol.79 (22), p.5769-5784
Hauptverfasser: 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
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container_end_page 5784
container_issue 22
container_start_page 5769
container_title Cancer research (Chicago, Ill.)
container_volume 79
creator 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
description 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.
doi_str_mv 10.1158/0008-5472.CAN-19-0037
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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.</description><identifier>ISSN: 0008-5472</identifier><identifier>EISSN: 1538-7445</identifier><identifier>DOI: 10.1158/0008-5472.CAN-19-0037</identifier><identifier>PMID: 31582381</identifier><language>eng</language><publisher>United States</publisher><subject>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</subject><ispartof>Cancer research (Chicago, Ill.), 2019-11, Vol.79 (22), p.5769-5784</ispartof><rights>2019 American Association for Cancer Research.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c463t-93b719bd447c60fedda925325ca0a028502b85beea7263c57f4eb67b45a2fe123</citedby><cites>FETCH-LOGICAL-c463t-93b719bd447c60fedda925325ca0a028502b85beea7263c57f4eb67b45a2fe123</cites><orcidid>0000-0001-5203-2205 ; 0000-0002-3594-5851 ; 0000-0002-8505-6710 ; 0000-0002-8339-9162 ; 0000-0002-1162-3700 ; 0000-0001-8262-9248</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,777,781,882,3343,27905,27906</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31582381$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Travnickova, Jana</creatorcontrib><creatorcontrib>Wojciechowska, Sonia</creatorcontrib><creatorcontrib>Khamseh, Ava</creatorcontrib><creatorcontrib>Gautier, Philippe</creatorcontrib><creatorcontrib>Brown, Daniel V</creatorcontrib><creatorcontrib>Lefevre, Thomas</creatorcontrib><creatorcontrib>Brombin, Alessandro</creatorcontrib><creatorcontrib>Ewing, Ailith</creatorcontrib><creatorcontrib>Capper, Amy</creatorcontrib><creatorcontrib>Spitzer, Michaela</creatorcontrib><creatorcontrib>Dilshat, Ramile</creatorcontrib><creatorcontrib>Semple, Colin A</creatorcontrib><creatorcontrib>Mathers, Marie E</creatorcontrib><creatorcontrib>Lister, James A</creatorcontrib><creatorcontrib>Steingrimsson, Eiríkur</creatorcontrib><creatorcontrib>Voet, Thierry</creatorcontrib><creatorcontrib>Ponting, Chris P</creatorcontrib><creatorcontrib>Patton, E Elizabeth</creatorcontrib><title>Zebrafish MITF-Low Melanoma Subtype Models Reveal Transcriptional Subclusters and MITF-Independent Residual Disease</title><title>Cancer research (Chicago, Ill.)</title><addtitle>Cancer Res</addtitle><description>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.</description><subject>Animals</subject><subject>Drug Resistance - genetics</subject><subject>Gene Expression Profiling - methods</subject><subject>Gene Expression Regulation, Neoplastic - genetics</subject><subject>Melanocytes - pathology</subject><subject>Melanoma - genetics</subject><subject>Melanoma - pathology</subject><subject>Microphthalmia-Associated Transcription Factor - genetics</subject><subject>Neoplasm Recurrence, Local - genetics</subject><subject>Neoplasm Recurrence, Local - pathology</subject><subject>Neoplasm, Residual - genetics</subject><subject>Neoplasm, Residual - pathology</subject><subject>Neural Crest - pathology</subject><subject>Proto-Oncogene Proteins B-raf - genetics</subject><subject>Stem Cells - pathology</subject><subject>Transcription, Genetic - genetics</subject><subject>Zebrafish - genetics</subject><issn>0008-5472</issn><issn>1538-7445</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVkU9v1DAQxS0EokvhI4By5JLiv3FyQaoWCivtthIsFy6W7UyoUTYOnqRVv30dbVnBZUYjv_dm5B8hbxm9YEzVHyildamk5hfry-uSNSWlQj8jK6ZEXWop1XOyOmnOyCvE33lUjKqX5EzkBC5qtiL4E1yyXcDbYrfZX5XbeF_soLdDPNji--ymhxGKXWyhx-Ib3IHti32yA_oUxinEIc9Z5fsZJ0hY2KE95myGFkbIZZiyD0M7Z-WngGARXpMXne0R3jz1c_Lj6vN-_bXc3nzZrC-3pZeVmMpGOM0a10qpfUU7aFvbcCW48pZaymtFuauVA7CaV8Ir3UlwlXZSWd4B4-KcfDzmjrM7QOvzLcn2ZkzhYNODiTaY_1-GcGt-xTujGauYojng_VNAin9mwMkcAnro8_dAnNFwQZkUNa-WXeoo9SkiJuhOaxg1CzCzwDALDJOBGdaYBVj2vfv3xpPrLyHxCM46k6g</recordid><startdate>20191115</startdate><enddate>20191115</enddate><creator>Travnickova, Jana</creator><creator>Wojciechowska, Sonia</creator><creator>Khamseh, Ava</creator><creator>Gautier, Philippe</creator><creator>Brown, Daniel V</creator><creator>Lefevre, Thomas</creator><creator>Brombin, Alessandro</creator><creator>Ewing, Ailith</creator><creator>Capper, Amy</creator><creator>Spitzer, Michaela</creator><creator>Dilshat, Ramile</creator><creator>Semple, Colin A</creator><creator>Mathers, Marie E</creator><creator>Lister, James A</creator><creator>Steingrimsson, Eiríkur</creator><creator>Voet, Thierry</creator><creator>Ponting, Chris P</creator><creator>Patton, E Elizabeth</creator><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-5203-2205</orcidid><orcidid>https://orcid.org/0000-0002-3594-5851</orcidid><orcidid>https://orcid.org/0000-0002-8505-6710</orcidid><orcidid>https://orcid.org/0000-0002-8339-9162</orcidid><orcidid>https://orcid.org/0000-0002-1162-3700</orcidid><orcidid>https://orcid.org/0000-0001-8262-9248</orcidid></search><sort><creationdate>20191115</creationdate><title>Zebrafish MITF-Low Melanoma Subtype Models Reveal Transcriptional Subclusters and MITF-Independent Residual Disease</title><author>Travnickova, Jana ; 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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. 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subjects 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
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