Mining Gene Expression Signature for the Detection of Pre-Malignant Melanocytes and Early Melanomas with Risk for Metastasis
Autor(a) principal: | |
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Data de Publicação: | 2012 |
Outros Autores: | , , , , , , , |
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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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 |
_version_ |
1814268409692553216 |