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 |
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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.
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doi_str_mv | 10.1158/0008-5472.CAN-19-0037 |
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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 ; 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</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c463t-93b719bd447c60fedda925325ca0a028502b85beea7263c57f4eb67b45a2fe123</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Animals</topic><topic>Drug Resistance - genetics</topic><topic>Gene Expression Profiling - methods</topic><topic>Gene Expression Regulation, Neoplastic - genetics</topic><topic>Melanocytes - pathology</topic><topic>Melanoma - genetics</topic><topic>Melanoma - pathology</topic><topic>Microphthalmia-Associated Transcription Factor - genetics</topic><topic>Neoplasm Recurrence, Local - genetics</topic><topic>Neoplasm Recurrence, Local - pathology</topic><topic>Neoplasm, Residual - genetics</topic><topic>Neoplasm, Residual - pathology</topic><topic>Neural Crest - pathology</topic><topic>Proto-Oncogene Proteins B-raf - genetics</topic><topic>Stem Cells - pathology</topic><topic>Transcription, Genetic - genetics</topic><topic>Zebrafish - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><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><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Cancer research (Chicago, Ill.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Travnickova, Jana</au><au>Wojciechowska, Sonia</au><au>Khamseh, Ava</au><au>Gautier, Philippe</au><au>Brown, Daniel V</au><au>Lefevre, Thomas</au><au>Brombin, Alessandro</au><au>Ewing, Ailith</au><au>Capper, Amy</au><au>Spitzer, Michaela</au><au>Dilshat, Ramile</au><au>Semple, Colin A</au><au>Mathers, Marie E</au><au>Lister, James A</au><au>Steingrimsson, Eiríkur</au><au>Voet, Thierry</au><au>Ponting, Chris P</au><au>Patton, E Elizabeth</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Zebrafish MITF-Low Melanoma Subtype Models Reveal Transcriptional Subclusters and MITF-Independent Residual Disease</atitle><jtitle>Cancer research (Chicago, Ill.)</jtitle><addtitle>Cancer Res</addtitle><date>2019-11-15</date><risdate>2019</risdate><volume>79</volume><issue>22</issue><spage>5769</spage><epage>5784</epage><pages>5769-5784</pages><issn>0008-5472</issn><eissn>1538-7445</eissn><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.
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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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