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Mutational Signatures of De-Differentiation in Functional Non-Coding Regions of Melanoma Genomes

Much emphasis has been placed on the identification, functional characterization, and therapeutic potential of somatic variants in tumor genomes. However, the majority of somatic variants lie outside coding regions and their role in cancer progression remains to be determined. In order to establish...

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Autores principales: Parker, Stephen C. J., Gartner, Jared, Cardenas-Navia, Isabel, Wei, Xiaomu, Ozel Abaan, Hatice, Ajay, Subramanian S., Hansen, Nancy F., Song, Lingyun, Bhanot, Umesh K., Killian, J. Keith, Gindin, Yevgeniy, Walker, Robert L., Meltzer, Paul S., Mullikin, James C., Furey, Terrence S., Crawford, Gregory E., Rosenberg, Steven A., Samuels, Yardena, Margulies, Elliott H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3415438/
https://www.ncbi.nlm.nih.gov/pubmed/22912592
http://dx.doi.org/10.1371/journal.pgen.1002871
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author Parker, Stephen C. J.
Gartner, Jared
Cardenas-Navia, Isabel
Wei, Xiaomu
Ozel Abaan, Hatice
Ajay, Subramanian S.
Hansen, Nancy F.
Song, Lingyun
Bhanot, Umesh K.
Killian, J. Keith
Gindin, Yevgeniy
Walker, Robert L.
Meltzer, Paul S.
Mullikin, James C.
Furey, Terrence S.
Crawford, Gregory E.
Rosenberg, Steven A.
Samuels, Yardena
Margulies, Elliott H.
author_facet Parker, Stephen C. J.
Gartner, Jared
Cardenas-Navia, Isabel
Wei, Xiaomu
Ozel Abaan, Hatice
Ajay, Subramanian S.
Hansen, Nancy F.
Song, Lingyun
Bhanot, Umesh K.
Killian, J. Keith
Gindin, Yevgeniy
Walker, Robert L.
Meltzer, Paul S.
Mullikin, James C.
Furey, Terrence S.
Crawford, Gregory E.
Rosenberg, Steven A.
Samuels, Yardena
Margulies, Elliott H.
author_sort Parker, Stephen C. J.
collection PubMed
description Much emphasis has been placed on the identification, functional characterization, and therapeutic potential of somatic variants in tumor genomes. However, the majority of somatic variants lie outside coding regions and their role in cancer progression remains to be determined. In order to establish a system to test the functional importance of non-coding somatic variants in cancer, we created a low-passage cell culture of a metastatic melanoma tumor sample. As a foundation for interpreting functional assays, we performed whole-genome sequencing and analysis of this cell culture, the metastatic tumor from which it was derived, and the patient-matched normal genomes. When comparing somatic mutations identified in the cell culture and tissue genomes, we observe concordance at the majority of single nucleotide variants, whereas copy number changes are more variable. To understand the functional impact of non-coding somatic variation, we leveraged functional data generated by the ENCODE Project Consortium. We analyzed regulatory regions derived from multiple different cell types and found that melanocyte-specific regions are among the most depleted for somatic mutation accumulation. Significant depletion in other cell types suggests the metastatic melanoma cells de-differentiated to a more basal regulatory state. Experimental identification of genome-wide regulatory sites in two different melanoma samples supports this observation. Together, these results show that mutation accumulation in metastatic melanoma is nonrandom across the genome and that a de-differentiated regulatory architecture is common among different samples. Our findings enable identification of the underlying genetic components of melanoma and define the differences between a tissue-derived tumor sample and the cell culture created from it. Such information helps establish a broader mechanistic understanding of the linkage between non-coding genomic variations and the cellular evolution of cancer.
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spelling pubmed-34154382012-08-21 Mutational Signatures of De-Differentiation in Functional Non-Coding Regions of Melanoma Genomes Parker, Stephen C. J. Gartner, Jared Cardenas-Navia, Isabel Wei, Xiaomu Ozel Abaan, Hatice Ajay, Subramanian S. Hansen, Nancy F. Song, Lingyun Bhanot, Umesh K. Killian, J. Keith Gindin, Yevgeniy Walker, Robert L. Meltzer, Paul S. Mullikin, James C. Furey, Terrence S. Crawford, Gregory E. Rosenberg, Steven A. Samuels, Yardena Margulies, Elliott H. PLoS Genet Research Article Much emphasis has been placed on the identification, functional characterization, and therapeutic potential of somatic variants in tumor genomes. However, the majority of somatic variants lie outside coding regions and their role in cancer progression remains to be determined. In order to establish a system to test the functional importance of non-coding somatic variants in cancer, we created a low-passage cell culture of a metastatic melanoma tumor sample. As a foundation for interpreting functional assays, we performed whole-genome sequencing and analysis of this cell culture, the metastatic tumor from which it was derived, and the patient-matched normal genomes. When comparing somatic mutations identified in the cell culture and tissue genomes, we observe concordance at the majority of single nucleotide variants, whereas copy number changes are more variable. To understand the functional impact of non-coding somatic variation, we leveraged functional data generated by the ENCODE Project Consortium. We analyzed regulatory regions derived from multiple different cell types and found that melanocyte-specific regions are among the most depleted for somatic mutation accumulation. Significant depletion in other cell types suggests the metastatic melanoma cells de-differentiated to a more basal regulatory state. Experimental identification of genome-wide regulatory sites in two different melanoma samples supports this observation. Together, these results show that mutation accumulation in metastatic melanoma is nonrandom across the genome and that a de-differentiated regulatory architecture is common among different samples. Our findings enable identification of the underlying genetic components of melanoma and define the differences between a tissue-derived tumor sample and the cell culture created from it. Such information helps establish a broader mechanistic understanding of the linkage between non-coding genomic variations and the cellular evolution of cancer. Public Library of Science 2012-08-09 /pmc/articles/PMC3415438/ /pubmed/22912592 http://dx.doi.org/10.1371/journal.pgen.1002871 Text en © 2012 This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Parker, Stephen C. J.
Gartner, Jared
Cardenas-Navia, Isabel
Wei, Xiaomu
Ozel Abaan, Hatice
Ajay, Subramanian S.
Hansen, Nancy F.
Song, Lingyun
Bhanot, Umesh K.
Killian, J. Keith
Gindin, Yevgeniy
Walker, Robert L.
Meltzer, Paul S.
Mullikin, James C.
Furey, Terrence S.
Crawford, Gregory E.
Rosenberg, Steven A.
Samuels, Yardena
Margulies, Elliott H.
Mutational Signatures of De-Differentiation in Functional Non-Coding Regions of Melanoma Genomes
title Mutational Signatures of De-Differentiation in Functional Non-Coding Regions of Melanoma Genomes
title_full Mutational Signatures of De-Differentiation in Functional Non-Coding Regions of Melanoma Genomes
title_fullStr Mutational Signatures of De-Differentiation in Functional Non-Coding Regions of Melanoma Genomes
title_full_unstemmed Mutational Signatures of De-Differentiation in Functional Non-Coding Regions of Melanoma Genomes
title_short Mutational Signatures of De-Differentiation in Functional Non-Coding Regions of Melanoma Genomes
title_sort mutational signatures of de-differentiation in functional non-coding regions of melanoma genomes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3415438/
https://www.ncbi.nlm.nih.gov/pubmed/22912592
http://dx.doi.org/10.1371/journal.pgen.1002871
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