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Comparative analysis of targeted next-generation sequencing panels for the detection of gene mutations in chronic lymphocytic leukemia: an ERIC multi-center study
Next-generation sequencing (NGS) has transitioned from research to clinical routine, yet the comparability of different technologies for mutation profiling remains an open question. We performed a European multicenter (n=6) evaluation of three amplicon-based NGS assays targeting 11 genes recurrently...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Fondazione Ferrata Storti
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7927885/ https://www.ncbi.nlm.nih.gov/pubmed/32273480 http://dx.doi.org/10.3324/haematol.2019.234716 |
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author | Sutton, Lesley-Ann Ljungström, Viktor Enjuanes, Anna Cortese, Diego Skaftason, Aron Tausch, Eugen Kozubik, Katerina Stano Nadeu, Ferran Armand, Marine Malcikova, Jitka Pandzic, Tatjana Forster, Jade Davis, Zadie Oscier, David Rossi, Davide Ghia, Paolo Strefford, Jonathan C. Pospisilova, Sarka Stilgenbauer, Stephan Davi, Frederic Campo, Elias Stamatopoulos, Kostas Rosenquist, Richard |
author_facet | Sutton, Lesley-Ann Ljungström, Viktor Enjuanes, Anna Cortese, Diego Skaftason, Aron Tausch, Eugen Kozubik, Katerina Stano Nadeu, Ferran Armand, Marine Malcikova, Jitka Pandzic, Tatjana Forster, Jade Davis, Zadie Oscier, David Rossi, Davide Ghia, Paolo Strefford, Jonathan C. Pospisilova, Sarka Stilgenbauer, Stephan Davi, Frederic Campo, Elias Stamatopoulos, Kostas Rosenquist, Richard |
author_sort | Sutton, Lesley-Ann |
collection | PubMed |
description | Next-generation sequencing (NGS) has transitioned from research to clinical routine, yet the comparability of different technologies for mutation profiling remains an open question. We performed a European multicenter (n=6) evaluation of three amplicon-based NGS assays targeting 11 genes recurrently mutated in chronic lymphocytic leukemia. Each assay was assessed by two centers using 48 pre-characterized chronic lymphocytic leukemia samples; libraries were sequenced on the Illumina MiSeq instrument and bioinformatics analyses were centralized. Across all centers the median percentage of target reads ≥100x ranged from 94.2-99.8%. In order to rule out assay-specific technical variability, we first assessed variant calling at the individual assay level i.e., pairwise analysis of variants detected amongst partner centers. After filtering for variants present in the paired normal sample and removal of PCR/sequencing artefacts, the panels achieved 96.2% (Multiplicom), 97.7% (TruSeq) and 90% (HaloPlex) concordance at a variant allele frequency (VAF) >0.5%. Reproducibility was assessed by looking at the inter-laboratory variation in detecting mutations and 107 of 115 (93% concordance) mutations were detected by all six centers, while the remaining eight variants (7%) were undetected by a single center. Notably, 6 of 8 of these variants concerned minor subclonal mutations (VAF <5%). We sought to investigate low-frequency mutations further by using a high-sensitivity assay containing unique molecular identifiers, which confirmed the presence of several minor subclonal mutations. Thus, while amplicon-based approaches can be adopted for somatic mutation detection with VAF >5%, after rigorous validation, the use of unique molecular identifiers may be necessary to reach a higher sensitivity and ensure consistent and accurate detection of low-frequency variants. |
format | Online Article Text |
id | pubmed-7927885 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Fondazione Ferrata Storti |
record_format | MEDLINE/PubMed |
spelling | pubmed-79278852021-03-05 Comparative analysis of targeted next-generation sequencing panels for the detection of gene mutations in chronic lymphocytic leukemia: an ERIC multi-center study Sutton, Lesley-Ann Ljungström, Viktor Enjuanes, Anna Cortese, Diego Skaftason, Aron Tausch, Eugen Kozubik, Katerina Stano Nadeu, Ferran Armand, Marine Malcikova, Jitka Pandzic, Tatjana Forster, Jade Davis, Zadie Oscier, David Rossi, Davide Ghia, Paolo Strefford, Jonathan C. Pospisilova, Sarka Stilgenbauer, Stephan Davi, Frederic Campo, Elias Stamatopoulos, Kostas Rosenquist, Richard Haematologica Article Next-generation sequencing (NGS) has transitioned from research to clinical routine, yet the comparability of different technologies for mutation profiling remains an open question. We performed a European multicenter (n=6) evaluation of three amplicon-based NGS assays targeting 11 genes recurrently mutated in chronic lymphocytic leukemia. Each assay was assessed by two centers using 48 pre-characterized chronic lymphocytic leukemia samples; libraries were sequenced on the Illumina MiSeq instrument and bioinformatics analyses were centralized. Across all centers the median percentage of target reads ≥100x ranged from 94.2-99.8%. In order to rule out assay-specific technical variability, we first assessed variant calling at the individual assay level i.e., pairwise analysis of variants detected amongst partner centers. After filtering for variants present in the paired normal sample and removal of PCR/sequencing artefacts, the panels achieved 96.2% (Multiplicom), 97.7% (TruSeq) and 90% (HaloPlex) concordance at a variant allele frequency (VAF) >0.5%. Reproducibility was assessed by looking at the inter-laboratory variation in detecting mutations and 107 of 115 (93% concordance) mutations were detected by all six centers, while the remaining eight variants (7%) were undetected by a single center. Notably, 6 of 8 of these variants concerned minor subclonal mutations (VAF <5%). We sought to investigate low-frequency mutations further by using a high-sensitivity assay containing unique molecular identifiers, which confirmed the presence of several minor subclonal mutations. Thus, while amplicon-based approaches can be adopted for somatic mutation detection with VAF >5%, after rigorous validation, the use of unique molecular identifiers may be necessary to reach a higher sensitivity and ensure consistent and accurate detection of low-frequency variants. Fondazione Ferrata Storti 2020-04-09 /pmc/articles/PMC7927885/ /pubmed/32273480 http://dx.doi.org/10.3324/haematol.2019.234716 Text en Copyright© 2021 Ferrata Storti Foundation http://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution Noncommercial License (by-nc 4.0) which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited. |
spellingShingle | Article Sutton, Lesley-Ann Ljungström, Viktor Enjuanes, Anna Cortese, Diego Skaftason, Aron Tausch, Eugen Kozubik, Katerina Stano Nadeu, Ferran Armand, Marine Malcikova, Jitka Pandzic, Tatjana Forster, Jade Davis, Zadie Oscier, David Rossi, Davide Ghia, Paolo Strefford, Jonathan C. Pospisilova, Sarka Stilgenbauer, Stephan Davi, Frederic Campo, Elias Stamatopoulos, Kostas Rosenquist, Richard Comparative analysis of targeted next-generation sequencing panels for the detection of gene mutations in chronic lymphocytic leukemia: an ERIC multi-center study |
title | Comparative analysis of targeted next-generation sequencing panels for the detection of gene mutations in chronic lymphocytic leukemia: an ERIC multi-center study |
title_full | Comparative analysis of targeted next-generation sequencing panels for the detection of gene mutations in chronic lymphocytic leukemia: an ERIC multi-center study |
title_fullStr | Comparative analysis of targeted next-generation sequencing panels for the detection of gene mutations in chronic lymphocytic leukemia: an ERIC multi-center study |
title_full_unstemmed | Comparative analysis of targeted next-generation sequencing panels for the detection of gene mutations in chronic lymphocytic leukemia: an ERIC multi-center study |
title_short | Comparative analysis of targeted next-generation sequencing panels for the detection of gene mutations in chronic lymphocytic leukemia: an ERIC multi-center study |
title_sort | comparative analysis of targeted next-generation sequencing panels for the detection of gene mutations in chronic lymphocytic leukemia: an eric multi-center study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7927885/ https://www.ncbi.nlm.nih.gov/pubmed/32273480 http://dx.doi.org/10.3324/haematol.2019.234716 |
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