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Design and Testing of a Custom Melanoma Next Generation Sequencing Panel for Analysis of Circulating Tumor DNA
Detection of melanoma-associated mutations using circulating tumor DNA (ctDNA) from plasma is a potential alternative to using genomic DNA from invasive tissue biopsies. In this study, we developed a custom melanoma next-generation sequencing (NGS) panel which includes 123 amplicons in 30 genes cove...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7465941/ https://www.ncbi.nlm.nih.gov/pubmed/32785074 http://dx.doi.org/10.3390/cancers12082228 |
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author | Diefenbach, Russell J. Lee, Jenny H. Menzies, Alexander M. Carlino, Matteo S. Long, Georgina V. Saw, Robyn P. M. Howle, Julie R. Spillane, Andrew J. Scolyer, Richard A. Kefford, Richard F. Rizos, Helen |
author_facet | Diefenbach, Russell J. Lee, Jenny H. Menzies, Alexander M. Carlino, Matteo S. Long, Georgina V. Saw, Robyn P. M. Howle, Julie R. Spillane, Andrew J. Scolyer, Richard A. Kefford, Richard F. Rizos, Helen |
author_sort | Diefenbach, Russell J. |
collection | PubMed |
description | Detection of melanoma-associated mutations using circulating tumor DNA (ctDNA) from plasma is a potential alternative to using genomic DNA from invasive tissue biopsies. In this study, we developed a custom melanoma next-generation sequencing (NGS) panel which includes 123 amplicons in 30 genes covering driver and targetable mutations and alterations associated with treatment resistance. Analysis of a cohort of 74 stage III and IV treatment-naïve melanoma patients revealed that sensitivity of ctDNA detection was influenced by the amount of circulating-free DNA (cfDNA) input and stage of melanoma. At the recommended cfDNA input quantity of 20 ng (available in 28/74 patients), at least one cancer-associated mutation was detected in the ctDNA of 84% of stage IV patients and 47% of stage III patients with a limit of detection for mutant allele frequency (MAF) of 0.2%. This custom melanoma panel showed significant correlation with droplet digital PCR (ddPCR) and provided a more comprehensive melanoma mutation profile. Our custom panel could be further optimized by replacing amplicons spanning the TERT promoter, which did not perform well due to the high GC content. To increase the detection rate to 90% of stage IV melanoma and decrease the sensitivity to 0.1% MAF, we recommend increasing the volume of plasma to 8 mL to achieve minimal recommended cfDNA input and the refinement of poorly performing amplicons. Our panel can also be expanded to include new targetable and treatment resistance mutations to improve the tracking of treatment response and resistance in melanoma patients treated with systemic drug therapies. |
format | Online Article Text |
id | pubmed-7465941 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-74659412020-09-04 Design and Testing of a Custom Melanoma Next Generation Sequencing Panel for Analysis of Circulating Tumor DNA Diefenbach, Russell J. Lee, Jenny H. Menzies, Alexander M. Carlino, Matteo S. Long, Georgina V. Saw, Robyn P. M. Howle, Julie R. Spillane, Andrew J. Scolyer, Richard A. Kefford, Richard F. Rizos, Helen Cancers (Basel) Article Detection of melanoma-associated mutations using circulating tumor DNA (ctDNA) from plasma is a potential alternative to using genomic DNA from invasive tissue biopsies. In this study, we developed a custom melanoma next-generation sequencing (NGS) panel which includes 123 amplicons in 30 genes covering driver and targetable mutations and alterations associated with treatment resistance. Analysis of a cohort of 74 stage III and IV treatment-naïve melanoma patients revealed that sensitivity of ctDNA detection was influenced by the amount of circulating-free DNA (cfDNA) input and stage of melanoma. At the recommended cfDNA input quantity of 20 ng (available in 28/74 patients), at least one cancer-associated mutation was detected in the ctDNA of 84% of stage IV patients and 47% of stage III patients with a limit of detection for mutant allele frequency (MAF) of 0.2%. This custom melanoma panel showed significant correlation with droplet digital PCR (ddPCR) and provided a more comprehensive melanoma mutation profile. Our custom panel could be further optimized by replacing amplicons spanning the TERT promoter, which did not perform well due to the high GC content. To increase the detection rate to 90% of stage IV melanoma and decrease the sensitivity to 0.1% MAF, we recommend increasing the volume of plasma to 8 mL to achieve minimal recommended cfDNA input and the refinement of poorly performing amplicons. Our panel can also be expanded to include new targetable and treatment resistance mutations to improve the tracking of treatment response and resistance in melanoma patients treated with systemic drug therapies. MDPI 2020-08-10 /pmc/articles/PMC7465941/ /pubmed/32785074 http://dx.doi.org/10.3390/cancers12082228 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Diefenbach, Russell J. Lee, Jenny H. Menzies, Alexander M. Carlino, Matteo S. Long, Georgina V. Saw, Robyn P. M. Howle, Julie R. Spillane, Andrew J. Scolyer, Richard A. Kefford, Richard F. Rizos, Helen Design and Testing of a Custom Melanoma Next Generation Sequencing Panel for Analysis of Circulating Tumor DNA |
title | Design and Testing of a Custom Melanoma Next Generation Sequencing Panel for Analysis of Circulating Tumor DNA |
title_full | Design and Testing of a Custom Melanoma Next Generation Sequencing Panel for Analysis of Circulating Tumor DNA |
title_fullStr | Design and Testing of a Custom Melanoma Next Generation Sequencing Panel for Analysis of Circulating Tumor DNA |
title_full_unstemmed | Design and Testing of a Custom Melanoma Next Generation Sequencing Panel for Analysis of Circulating Tumor DNA |
title_short | Design and Testing of a Custom Melanoma Next Generation Sequencing Panel for Analysis of Circulating Tumor DNA |
title_sort | design and testing of a custom melanoma next generation sequencing panel for analysis of circulating tumor dna |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7465941/ https://www.ncbi.nlm.nih.gov/pubmed/32785074 http://dx.doi.org/10.3390/cancers12082228 |
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