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Characterisation of the changing genomic landscape of metastatic melanoma using cell free DNA

Cancer is characterised by complex somatically acquired genetic aberrations that manifest as intra-tumour and inter-tumour genetic heterogeneity and can lead to treatment resistance. In this case study, we characterise the genome-wide somatic mutation dynamics in a metastatic melanoma patient during...

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Autores principales: Cutts, Anthony, Venn, Oliver, Dilthey, Alexander, Gupta, Avinash, Vavoulis, Dimitris, Dreau, Helene, Middleton, Mark, McVean, Gil, Taylor, Jenny C., Schuh, Anna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5654504/
https://www.ncbi.nlm.nih.gov/pubmed/29075515
http://dx.doi.org/10.1038/s41525-017-0030-7
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author Cutts, Anthony
Venn, Oliver
Dilthey, Alexander
Gupta, Avinash
Vavoulis, Dimitris
Dreau, Helene
Middleton, Mark
McVean, Gil
Taylor, Jenny C.
Schuh, Anna
author_facet Cutts, Anthony
Venn, Oliver
Dilthey, Alexander
Gupta, Avinash
Vavoulis, Dimitris
Dreau, Helene
Middleton, Mark
McVean, Gil
Taylor, Jenny C.
Schuh, Anna
author_sort Cutts, Anthony
collection PubMed
description Cancer is characterised by complex somatically acquired genetic aberrations that manifest as intra-tumour and inter-tumour genetic heterogeneity and can lead to treatment resistance. In this case study, we characterise the genome-wide somatic mutation dynamics in a metastatic melanoma patient during therapy using low-input (50 ng) PCR-free whole genome sequencing of cell-free DNA from pre-treatment and post-relapse blood samples. We identify de novo tumour-specific somatic mutations from cell-free DNA, while the sequence context of single nucleotide variants showed the characteristic UV-damage mutation signature of melanoma. To investigate the behaviour of individual somatic mutations during proto-oncogene B-Raf -targeted and immune checkpoint inhibition, amplicon-based deep sequencing was used to verify and track frequencies of 212 single nucleotide variants at 10 distinct time points over 13 months of treatment. Under checkpoint inhibition therapy, we observed an increase in mutant allele frequencies indicating progression on therapy 88 days before clinical determination of non-response positron emission tomogrophy-computed tomography. We also revealed mutations from whole genome sequencing of cell-free DNA that were not present in the tissue biopsy, but that later contributed to relapse. Our findings have potential clinical applications where high quality tumour-tissue derived DNA is not available.
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spelling pubmed-56545042017-10-24 Characterisation of the changing genomic landscape of metastatic melanoma using cell free DNA Cutts, Anthony Venn, Oliver Dilthey, Alexander Gupta, Avinash Vavoulis, Dimitris Dreau, Helene Middleton, Mark McVean, Gil Taylor, Jenny C. Schuh, Anna NPJ Genom Med Article Cancer is characterised by complex somatically acquired genetic aberrations that manifest as intra-tumour and inter-tumour genetic heterogeneity and can lead to treatment resistance. In this case study, we characterise the genome-wide somatic mutation dynamics in a metastatic melanoma patient during therapy using low-input (50 ng) PCR-free whole genome sequencing of cell-free DNA from pre-treatment and post-relapse blood samples. We identify de novo tumour-specific somatic mutations from cell-free DNA, while the sequence context of single nucleotide variants showed the characteristic UV-damage mutation signature of melanoma. To investigate the behaviour of individual somatic mutations during proto-oncogene B-Raf -targeted and immune checkpoint inhibition, amplicon-based deep sequencing was used to verify and track frequencies of 212 single nucleotide variants at 10 distinct time points over 13 months of treatment. Under checkpoint inhibition therapy, we observed an increase in mutant allele frequencies indicating progression on therapy 88 days before clinical determination of non-response positron emission tomogrophy-computed tomography. We also revealed mutations from whole genome sequencing of cell-free DNA that were not present in the tissue biopsy, but that later contributed to relapse. Our findings have potential clinical applications where high quality tumour-tissue derived DNA is not available. Nature Publishing Group UK 2017-09-04 /pmc/articles/PMC5654504/ /pubmed/29075515 http://dx.doi.org/10.1038/s41525-017-0030-7 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Cutts, Anthony
Venn, Oliver
Dilthey, Alexander
Gupta, Avinash
Vavoulis, Dimitris
Dreau, Helene
Middleton, Mark
McVean, Gil
Taylor, Jenny C.
Schuh, Anna
Characterisation of the changing genomic landscape of metastatic melanoma using cell free DNA
title Characterisation of the changing genomic landscape of metastatic melanoma using cell free DNA
title_full Characterisation of the changing genomic landscape of metastatic melanoma using cell free DNA
title_fullStr Characterisation of the changing genomic landscape of metastatic melanoma using cell free DNA
title_full_unstemmed Characterisation of the changing genomic landscape of metastatic melanoma using cell free DNA
title_short Characterisation of the changing genomic landscape of metastatic melanoma using cell free DNA
title_sort characterisation of the changing genomic landscape of metastatic melanoma using cell free dna
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5654504/
https://www.ncbi.nlm.nih.gov/pubmed/29075515
http://dx.doi.org/10.1038/s41525-017-0030-7
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