Mining Gene Expression Signature for the Detection of Pre-Malignant Melanocytes and Early Melanomas with Risk for Metastasis

Detalhes bibliográficos
Autor(a) principal: Souza, Camila Ferreira de [UNIFESP]
Data de Publicação: 2012
Outros Autores: Xander, Patricia [UNIFESP], Monteiro, Ana Carolina [UNIFESP], Santos Silva, Amanda Goncalves dos, Pereira da Silva, Debora Castanheira, Mai, Sabine, Bernardo, Viviane [UNIFESP], Lopes, Jose Daniel [UNIFESP], Jasiulionis, Miriam Galvonas [UNIFESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNIFESP
Texto Completo: http://dx.doi.org/10.1371/journal.pone.0044800
http://repositorio.unifesp.br/handle/11600/35271
Resumo: Background: Metastatic melanoma is a highly aggressive skin cancer and currently resistant to systemic therapy. Melanomas may involve genetic, epigenetic and metabolic abnormalities. Evidence is emerging that epigenetic changes might play a significant role in tumor cell plasticity and metastatic phenotype of melanoma cells.Principal findings: in this study, we developed a systematic approach to identify genes implicated in melanoma progression. To do this, we used the Affymetrix GeneChip Arrays to screen 34,000 mouse transcripts in melan-a melanocytes, 4C pre-malignant melanocytes, 4C11- non-metastatic and 4C11+ metastatic melanoma cell lines. the genome-wide association studies revealed pathways commonly over-represented in the transition from immortalized to pre-malignant stage, and under-represented in the transition from non-metastatic to metastatic stage. Additionally, the treatment of cells with 10 mM 5-aza-29-deoxycytidine (5AzaCdR) for 48 hours allowed us to identify genes differentially re-expressed at specific stages of melan-a malignant transformation. Treatment of human primary melanocytes with the demethylating agent 5AzaCdR in combination to the histone deacetylase inhibitor Trichostatin A (TSA) revealed changes on melanocyte morphology and gene expression which could be an indicator of epigenetic flexibility in normal melanocytes. Moreover, changes on gene expression recognized by affecting the melanocyte biology (NDRG2 and VDR), phenotype of metastatic melanoma cells (HSPB1 and SERPINE1) and response to cancer therapy (CTCF, NSD1 and SRC) were found when Mel-2 and/or Mel-3-derived patient metastases were exposed to 5AzaCdR plus TSA treatment. Hierarchical clustering and network analyses in a panel of five patient-derived metastatic melanoma cells showed gene interactions that have never been described in melanomas.Significance: Despite the heterogeneity observed in melanomas, this study demonstrates the utility of our murine melanoma progression model to identify molecular markers commonly perturbed in metastasis. Additionally, the novel gene expression signature identified here may be useful in the future into a model more closely related to translational research.
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spelling Mining Gene Expression Signature for the Detection of Pre-Malignant Melanocytes and Early Melanomas with Risk for MetastasisBackground: Metastatic melanoma is a highly aggressive skin cancer and currently resistant to systemic therapy. Melanomas may involve genetic, epigenetic and metabolic abnormalities. Evidence is emerging that epigenetic changes might play a significant role in tumor cell plasticity and metastatic phenotype of melanoma cells.Principal findings: in this study, we developed a systematic approach to identify genes implicated in melanoma progression. To do this, we used the Affymetrix GeneChip Arrays to screen 34,000 mouse transcripts in melan-a melanocytes, 4C pre-malignant melanocytes, 4C11- non-metastatic and 4C11+ metastatic melanoma cell lines. the genome-wide association studies revealed pathways commonly over-represented in the transition from immortalized to pre-malignant stage, and under-represented in the transition from non-metastatic to metastatic stage. Additionally, the treatment of cells with 10 mM 5-aza-29-deoxycytidine (5AzaCdR) for 48 hours allowed us to identify genes differentially re-expressed at specific stages of melan-a malignant transformation. Treatment of human primary melanocytes with the demethylating agent 5AzaCdR in combination to the histone deacetylase inhibitor Trichostatin A (TSA) revealed changes on melanocyte morphology and gene expression which could be an indicator of epigenetic flexibility in normal melanocytes. Moreover, changes on gene expression recognized by affecting the melanocyte biology (NDRG2 and VDR), phenotype of metastatic melanoma cells (HSPB1 and SERPINE1) and response to cancer therapy (CTCF, NSD1 and SRC) were found when Mel-2 and/or Mel-3-derived patient metastases were exposed to 5AzaCdR plus TSA treatment. Hierarchical clustering and network analyses in a panel of five patient-derived metastatic melanoma cells showed gene interactions that have never been described in melanomas.Significance: Despite the heterogeneity observed in melanomas, this study demonstrates the utility of our murine melanoma progression model to identify molecular markers commonly perturbed in metastasis. Additionally, the novel gene expression signature identified here may be useful in the future into a model more closely related to translational research.Universidade Federal de São Paulo, Dept Farmacol, São Paulo, BrazilUniversidade Federal de São Paulo, Dept Ciencias Biol, São Paulo, BrazilHosp AC Camargo Fund Antonio Prudente, CIPE, São Paulo, BrazilHosp AC Camargo Fund Antonio Prudente, Dept Oncol Cutanea, São Paulo, BrazilUniv Manitoba, Manitoba Inst Cell Biol, Canc Care Manitoba, Winnipeg, MB, CanadaUniversidade Federal de São Paulo, Dept Informat Saude, São Paulo, BrazilUniversidade Federal de São Paulo, Dept Microbiol Imunol & Parasitol, São Paulo, BrazilUniversidade Federal de São Paulo, Dept Farmacol, São Paulo, BrazilUniversidade Federal de São Paulo, Dept Ciencias Biol, São Paulo, BrazilUniversidade Federal de São Paulo, Dept Informat Saude, São Paulo, BrazilUniversidade Federal de São Paulo, Dept Microbiol Imunol & Parasitol, São Paulo, BrazilWeb of ScienceFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)FAPESP: 09/51462-9FAPESP: 06/61293-1FAPESP: 2006/61293-1FAPESP: 11/12306-1Public Library ScienceUniversidade Federal de São Paulo (UNIFESP)Hosp AC Camargo Fund Antonio PrudenteUniv ManitobaSouza, Camila Ferreira de [UNIFESP]Xander, Patricia [UNIFESP]Monteiro, Ana Carolina [UNIFESP]Santos Silva, Amanda Goncalves dosPereira da Silva, Debora CastanheiraMai, SabineBernardo, Viviane [UNIFESP]Lopes, Jose Daniel [UNIFESP]Jasiulionis, Miriam Galvonas [UNIFESP]2016-01-24T14:27:41Z2016-01-24T14:27:41Z2012-09-11info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersion19application/pdfhttp://dx.doi.org/10.1371/journal.pone.0044800Plos One. San Francisco: Public Library Science, v. 7, n. 9, 19 p., 2012.10.1371/journal.pone.0044800WOS000308638700084.pdf1932-6203http://repositorio.unifesp.br/handle/11600/35271WOS:000308638700084engPlos Oneinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UNIFESPinstname:Universidade Federal de São Paulo (UNIFESP)instacron:UNIFESP2024-08-01T02:35:40Zoai:repositorio.unifesp.br/:11600/35271Repositório InstitucionalPUBhttp://www.repositorio.unifesp.br/oai/requestbiblioteca.csp@unifesp.bropendoar:34652024-08-01T02:35:40Repositório Institucional da UNIFESP - Universidade Federal de São Paulo (UNIFESP)false
dc.title.none.fl_str_mv Mining Gene Expression Signature for the Detection of Pre-Malignant Melanocytes and Early Melanomas with Risk for Metastasis
title Mining Gene Expression Signature for the Detection of Pre-Malignant Melanocytes and Early Melanomas with Risk for Metastasis
spellingShingle Mining Gene Expression Signature for the Detection of Pre-Malignant Melanocytes and Early Melanomas with Risk for Metastasis
Souza, Camila Ferreira de [UNIFESP]
title_short Mining Gene Expression Signature for the Detection of Pre-Malignant Melanocytes and Early Melanomas with Risk for Metastasis
title_full Mining Gene Expression Signature for the Detection of Pre-Malignant Melanocytes and Early Melanomas with Risk for Metastasis
title_fullStr Mining Gene Expression Signature for the Detection of Pre-Malignant Melanocytes and Early Melanomas with Risk for Metastasis
title_full_unstemmed Mining Gene Expression Signature for the Detection of Pre-Malignant Melanocytes and Early Melanomas with Risk for Metastasis
title_sort Mining Gene Expression Signature for the Detection of Pre-Malignant Melanocytes and Early Melanomas with Risk for Metastasis
author Souza, Camila Ferreira de [UNIFESP]
author_facet Souza, Camila Ferreira de [UNIFESP]
Xander, Patricia [UNIFESP]
Monteiro, Ana Carolina [UNIFESP]
Santos Silva, Amanda Goncalves dos
Pereira da Silva, Debora Castanheira
Mai, Sabine
Bernardo, Viviane [UNIFESP]
Lopes, Jose Daniel [UNIFESP]
Jasiulionis, Miriam Galvonas [UNIFESP]
author_role author
author2 Xander, Patricia [UNIFESP]
Monteiro, Ana Carolina [UNIFESP]
Santos Silva, Amanda Goncalves dos
Pereira da Silva, Debora Castanheira
Mai, Sabine
Bernardo, Viviane [UNIFESP]
Lopes, Jose Daniel [UNIFESP]
Jasiulionis, Miriam Galvonas [UNIFESP]
author2_role author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Federal de São Paulo (UNIFESP)
Hosp AC Camargo Fund Antonio Prudente
Univ Manitoba
dc.contributor.author.fl_str_mv Souza, Camila Ferreira de [UNIFESP]
Xander, Patricia [UNIFESP]
Monteiro, Ana Carolina [UNIFESP]
Santos Silva, Amanda Goncalves dos
Pereira da Silva, Debora Castanheira
Mai, Sabine
Bernardo, Viviane [UNIFESP]
Lopes, Jose Daniel [UNIFESP]
Jasiulionis, Miriam Galvonas [UNIFESP]
description Background: Metastatic melanoma is a highly aggressive skin cancer and currently resistant to systemic therapy. Melanomas may involve genetic, epigenetic and metabolic abnormalities. Evidence is emerging that epigenetic changes might play a significant role in tumor cell plasticity and metastatic phenotype of melanoma cells.Principal findings: in this study, we developed a systematic approach to identify genes implicated in melanoma progression. To do this, we used the Affymetrix GeneChip Arrays to screen 34,000 mouse transcripts in melan-a melanocytes, 4C pre-malignant melanocytes, 4C11- non-metastatic and 4C11+ metastatic melanoma cell lines. the genome-wide association studies revealed pathways commonly over-represented in the transition from immortalized to pre-malignant stage, and under-represented in the transition from non-metastatic to metastatic stage. Additionally, the treatment of cells with 10 mM 5-aza-29-deoxycytidine (5AzaCdR) for 48 hours allowed us to identify genes differentially re-expressed at specific stages of melan-a malignant transformation. Treatment of human primary melanocytes with the demethylating agent 5AzaCdR in combination to the histone deacetylase inhibitor Trichostatin A (TSA) revealed changes on melanocyte morphology and gene expression which could be an indicator of epigenetic flexibility in normal melanocytes. Moreover, changes on gene expression recognized by affecting the melanocyte biology (NDRG2 and VDR), phenotype of metastatic melanoma cells (HSPB1 and SERPINE1) and response to cancer therapy (CTCF, NSD1 and SRC) were found when Mel-2 and/or Mel-3-derived patient metastases were exposed to 5AzaCdR plus TSA treatment. Hierarchical clustering and network analyses in a panel of five patient-derived metastatic melanoma cells showed gene interactions that have never been described in melanomas.Significance: Despite the heterogeneity observed in melanomas, this study demonstrates the utility of our murine melanoma progression model to identify molecular markers commonly perturbed in metastasis. Additionally, the novel gene expression signature identified here may be useful in the future into a model more closely related to translational research.
publishDate 2012
dc.date.none.fl_str_mv 2012-09-11
2016-01-24T14:27:41Z
2016-01-24T14:27:41Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1371/journal.pone.0044800
Plos One. San Francisco: Public Library Science, v. 7, n. 9, 19 p., 2012.
10.1371/journal.pone.0044800
WOS000308638700084.pdf
1932-6203
http://repositorio.unifesp.br/handle/11600/35271
WOS:000308638700084
url http://dx.doi.org/10.1371/journal.pone.0044800
http://repositorio.unifesp.br/handle/11600/35271
identifier_str_mv Plos One. San Francisco: Public Library Science, v. 7, n. 9, 19 p., 2012.
10.1371/journal.pone.0044800
WOS000308638700084.pdf
1932-6203
WOS:000308638700084
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Plos One
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 19
application/pdf
dc.publisher.none.fl_str_mv Public Library Science
publisher.none.fl_str_mv Public Library Science
dc.source.none.fl_str_mv reponame:Repositório Institucional da UNIFESP
instname:Universidade Federal de São Paulo (UNIFESP)
instacron:UNIFESP
instname_str Universidade Federal de São Paulo (UNIFESP)
instacron_str UNIFESP
institution UNIFESP
reponame_str Repositório Institucional da UNIFESP
collection Repositório Institucional da UNIFESP
repository.name.fl_str_mv Repositório Institucional da UNIFESP - Universidade Federal de São Paulo (UNIFESP)
repository.mail.fl_str_mv biblioteca.csp@unifesp.br
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