Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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
_version_ 1783577697747730432
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
work_keys_str_mv AT diefenbachrussellj designandtestingofacustommelanomanextgenerationsequencingpanelforanalysisofcirculatingtumordna
AT leejennyh designandtestingofacustommelanomanextgenerationsequencingpanelforanalysisofcirculatingtumordna
AT menziesalexanderm designandtestingofacustommelanomanextgenerationsequencingpanelforanalysisofcirculatingtumordna
AT carlinomatteos designandtestingofacustommelanomanextgenerationsequencingpanelforanalysisofcirculatingtumordna
AT longgeorginav designandtestingofacustommelanomanextgenerationsequencingpanelforanalysisofcirculatingtumordna
AT sawrobynpm designandtestingofacustommelanomanextgenerationsequencingpanelforanalysisofcirculatingtumordna
AT howlejulier designandtestingofacustommelanomanextgenerationsequencingpanelforanalysisofcirculatingtumordna
AT spillaneandrewj designandtestingofacustommelanomanextgenerationsequencingpanelforanalysisofcirculatingtumordna
AT scolyerricharda designandtestingofacustommelanomanextgenerationsequencingpanelforanalysisofcirculatingtumordna
AT keffordrichardf designandtestingofacustommelanomanextgenerationsequencingpanelforanalysisofcirculatingtumordna
AT rizoshelen designandtestingofacustommelanomanextgenerationsequencingpanelforanalysisofcirculatingtumordna