Cargando…
Comparison of variant allele frequency and number of mutant molecules as units of measurement for circulating tumor DNA
Quantification of tumor‐specific variants (TSVs) in cell‐free DNA is rapidly evolving as a prognostic and predictive tool in patients with cancer. Currently, both variant allele frequency (VAF) and number of mutant molecules per mL plasma are used as units of measurement to report those TSVs. Howeve...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7782075/ https://www.ncbi.nlm.nih.gov/pubmed/33070443 http://dx.doi.org/10.1002/1878-0261.12827 |
_version_ | 1783631817024208896 |
---|---|
author | Bos, Manouk K. Nasserinejad, Kazem Jansen, Maurice P. H. M. Angus, Lindsay Atmodimedjo, Peggy N. de Jonge, Evert Dinjens, Winand N. M. van Schaik, Ron H. N. Del Re, Marzia Dubbink, Hendrikus J. Sleijfer, Stefan Martens, John W. M. |
author_facet | Bos, Manouk K. Nasserinejad, Kazem Jansen, Maurice P. H. M. Angus, Lindsay Atmodimedjo, Peggy N. de Jonge, Evert Dinjens, Winand N. M. van Schaik, Ron H. N. Del Re, Marzia Dubbink, Hendrikus J. Sleijfer, Stefan Martens, John W. M. |
author_sort | Bos, Manouk K. |
collection | PubMed |
description | Quantification of tumor‐specific variants (TSVs) in cell‐free DNA is rapidly evolving as a prognostic and predictive tool in patients with cancer. Currently, both variant allele frequency (VAF) and number of mutant molecules per mL plasma are used as units of measurement to report those TSVs. However, it is unknown to what extent both units of measurement agree and what are the factors underlying an existing disagreement. To study the agreement between VAF and mutant molecules in current clinical studies, we analyzed 1116 TSVs from 338 patients identified with next‐generation sequencing (NGS) or digital droplet PCR (ddPCR). On different study cohorts, a Deming regression analysis was performed and its 95% prediction interval was used as surrogate for the limits of agreement between VAF and number of mutant molecules per mL and to identify outliers. VAF and number of mutant molecules per mL plasma yielded greater agreement when using ddPCR than NGS. In case of discordance between VAF and number of mutant molecules per mL, insufficient molecular coverage in NGS and high cell‐free DNA concentration were the main responsible factors. We propose several optimization steps needed to bring monitoring of TSVs in cell‐free DNA to its full potential. |
format | Online Article Text |
id | pubmed-7782075 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77820752021-01-08 Comparison of variant allele frequency and number of mutant molecules as units of measurement for circulating tumor DNA Bos, Manouk K. Nasserinejad, Kazem Jansen, Maurice P. H. M. Angus, Lindsay Atmodimedjo, Peggy N. de Jonge, Evert Dinjens, Winand N. M. van Schaik, Ron H. N. Del Re, Marzia Dubbink, Hendrikus J. Sleijfer, Stefan Martens, John W. M. Mol Oncol Research Articles Quantification of tumor‐specific variants (TSVs) in cell‐free DNA is rapidly evolving as a prognostic and predictive tool in patients with cancer. Currently, both variant allele frequency (VAF) and number of mutant molecules per mL plasma are used as units of measurement to report those TSVs. However, it is unknown to what extent both units of measurement agree and what are the factors underlying an existing disagreement. To study the agreement between VAF and mutant molecules in current clinical studies, we analyzed 1116 TSVs from 338 patients identified with next‐generation sequencing (NGS) or digital droplet PCR (ddPCR). On different study cohorts, a Deming regression analysis was performed and its 95% prediction interval was used as surrogate for the limits of agreement between VAF and number of mutant molecules per mL and to identify outliers. VAF and number of mutant molecules per mL plasma yielded greater agreement when using ddPCR than NGS. In case of discordance between VAF and number of mutant molecules per mL, insufficient molecular coverage in NGS and high cell‐free DNA concentration were the main responsible factors. We propose several optimization steps needed to bring monitoring of TSVs in cell‐free DNA to its full potential. John Wiley and Sons Inc. 2020-10-31 2021-01 /pmc/articles/PMC7782075/ /pubmed/33070443 http://dx.doi.org/10.1002/1878-0261.12827 Text en © 2020 The Authors. Molecular Oncology published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Bos, Manouk K. Nasserinejad, Kazem Jansen, Maurice P. H. M. Angus, Lindsay Atmodimedjo, Peggy N. de Jonge, Evert Dinjens, Winand N. M. van Schaik, Ron H. N. Del Re, Marzia Dubbink, Hendrikus J. Sleijfer, Stefan Martens, John W. M. Comparison of variant allele frequency and number of mutant molecules as units of measurement for circulating tumor DNA |
title | Comparison of variant allele frequency and number of mutant molecules as units of measurement for circulating tumor DNA |
title_full | Comparison of variant allele frequency and number of mutant molecules as units of measurement for circulating tumor DNA |
title_fullStr | Comparison of variant allele frequency and number of mutant molecules as units of measurement for circulating tumor DNA |
title_full_unstemmed | Comparison of variant allele frequency and number of mutant molecules as units of measurement for circulating tumor DNA |
title_short | Comparison of variant allele frequency and number of mutant molecules as units of measurement for circulating tumor DNA |
title_sort | comparison of variant allele frequency and number of mutant molecules as units of measurement for circulating tumor dna |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7782075/ https://www.ncbi.nlm.nih.gov/pubmed/33070443 http://dx.doi.org/10.1002/1878-0261.12827 |
work_keys_str_mv | AT bosmanoukk comparisonofvariantallelefrequencyandnumberofmutantmoleculesasunitsofmeasurementforcirculatingtumordna AT nasserinejadkazem comparisonofvariantallelefrequencyandnumberofmutantmoleculesasunitsofmeasurementforcirculatingtumordna AT jansenmauricephm comparisonofvariantallelefrequencyandnumberofmutantmoleculesasunitsofmeasurementforcirculatingtumordna AT anguslindsay comparisonofvariantallelefrequencyandnumberofmutantmoleculesasunitsofmeasurementforcirculatingtumordna AT atmodimedjopeggyn comparisonofvariantallelefrequencyandnumberofmutantmoleculesasunitsofmeasurementforcirculatingtumordna AT dejongeevert comparisonofvariantallelefrequencyandnumberofmutantmoleculesasunitsofmeasurementforcirculatingtumordna AT dinjenswinandnm comparisonofvariantallelefrequencyandnumberofmutantmoleculesasunitsofmeasurementforcirculatingtumordna AT vanschaikronhn comparisonofvariantallelefrequencyandnumberofmutantmoleculesasunitsofmeasurementforcirculatingtumordna AT delremarzia comparisonofvariantallelefrequencyandnumberofmutantmoleculesasunitsofmeasurementforcirculatingtumordna AT dubbinkhendrikusj comparisonofvariantallelefrequencyandnumberofmutantmoleculesasunitsofmeasurementforcirculatingtumordna AT sleijferstefan comparisonofvariantallelefrequencyandnumberofmutantmoleculesasunitsofmeasurementforcirculatingtumordna AT martensjohnwm comparisonofvariantallelefrequencyandnumberofmutantmoleculesasunitsofmeasurementforcirculatingtumordna |