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Development and validation of blood tumor mutational burden reference standards

Tumor mutational burden (TMB), measured by exome or panel sequencing of tumor tissue or blood (bTMB), is a potential predictive biomarker for treatment benefit in patients with various cancer types receiving immunotherapy targeting checkpoint pathways. However, significant variability in TMB measure...

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Autores principales: Raiber‐Moreau, Eun‐Ang, Portella, Guillem, Butler, Matthew G., Clement, Omoshile, Konigshofer, Yves, Hadfield, James
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10107199/
https://www.ncbi.nlm.nih.gov/pubmed/36326821
http://dx.doi.org/10.1002/gcc.23100
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author Raiber‐Moreau, Eun‐Ang
Portella, Guillem
Butler, Matthew G.
Clement, Omoshile
Konigshofer, Yves
Hadfield, James
author_facet Raiber‐Moreau, Eun‐Ang
Portella, Guillem
Butler, Matthew G.
Clement, Omoshile
Konigshofer, Yves
Hadfield, James
author_sort Raiber‐Moreau, Eun‐Ang
collection PubMed
description Tumor mutational burden (TMB), measured by exome or panel sequencing of tumor tissue or blood (bTMB), is a potential predictive biomarker for treatment benefit in patients with various cancer types receiving immunotherapy targeting checkpoint pathways. However, significant variability in TMB measurement has been observed. We developed contrived bTMB reference materials using DNA from tumor cell lines and donor‐matched lymphoblastoid cell lines to support calibration and alignment across laboratories and platforms. Contrived bTMB reference materials were developed using genomic DNA from lung tumor cell lines blended into donor‐matched lymphoblastoid cell lines at 0.5% and 2% tumor content, fragmented and size‐selected to mirror the size profile of circulating cell‐free tumor DNA with TMB scores of 7, 9, 20, and 26 mut/Mb. Variant allele frequency (VAF) and bTMB scores were assessed using PredicineATLAS and GuardantOMNI next‐generation sequencing assays. DNA fragment sizes in the contrived reference samples were similar to those found within patient plasma‐derived cell‐free DNA, and mutational patterns aligned with those in the parental tumor lines. For the 7, 20, and 26 mut/Mb contrived reference samples with 2% tumor content, bTMB scores estimated using either assay aligned with expected scores from the parental tumor cell lines and showed good reproducibility. A bioinformatic filtration step was required to account for low‐VAF artifact variants. We demonstrate the feasibility and challenges of producing and using bTMB reference standards across a range of bTMB levels, and how such standards could support the calibration and validation of bTMB platforms and help harmonization between panels and laboratories.
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spelling pubmed-101071992023-04-18 Development and validation of blood tumor mutational burden reference standards Raiber‐Moreau, Eun‐Ang Portella, Guillem Butler, Matthew G. Clement, Omoshile Konigshofer, Yves Hadfield, James Genes Chromosomes Cancer Research Articles Tumor mutational burden (TMB), measured by exome or panel sequencing of tumor tissue or blood (bTMB), is a potential predictive biomarker for treatment benefit in patients with various cancer types receiving immunotherapy targeting checkpoint pathways. However, significant variability in TMB measurement has been observed. We developed contrived bTMB reference materials using DNA from tumor cell lines and donor‐matched lymphoblastoid cell lines to support calibration and alignment across laboratories and platforms. Contrived bTMB reference materials were developed using genomic DNA from lung tumor cell lines blended into donor‐matched lymphoblastoid cell lines at 0.5% and 2% tumor content, fragmented and size‐selected to mirror the size profile of circulating cell‐free tumor DNA with TMB scores of 7, 9, 20, and 26 mut/Mb. Variant allele frequency (VAF) and bTMB scores were assessed using PredicineATLAS and GuardantOMNI next‐generation sequencing assays. DNA fragment sizes in the contrived reference samples were similar to those found within patient plasma‐derived cell‐free DNA, and mutational patterns aligned with those in the parental tumor lines. For the 7, 20, and 26 mut/Mb contrived reference samples with 2% tumor content, bTMB scores estimated using either assay aligned with expected scores from the parental tumor cell lines and showed good reproducibility. A bioinformatic filtration step was required to account for low‐VAF artifact variants. We demonstrate the feasibility and challenges of producing and using bTMB reference standards across a range of bTMB levels, and how such standards could support the calibration and validation of bTMB platforms and help harmonization between panels and laboratories. John Wiley & Sons, Inc. 2022-12-07 2023-03 /pmc/articles/PMC10107199/ /pubmed/36326821 http://dx.doi.org/10.1002/gcc.23100 Text en © 2022 AstraZeneca. Genes, Chromosomes and Cancer published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research Articles
Raiber‐Moreau, Eun‐Ang
Portella, Guillem
Butler, Matthew G.
Clement, Omoshile
Konigshofer, Yves
Hadfield, James
Development and validation of blood tumor mutational burden reference standards
title Development and validation of blood tumor mutational burden reference standards
title_full Development and validation of blood tumor mutational burden reference standards
title_fullStr Development and validation of blood tumor mutational burden reference standards
title_full_unstemmed Development and validation of blood tumor mutational burden reference standards
title_short Development and validation of blood tumor mutational burden reference standards
title_sort development and validation of blood tumor mutational burden reference standards
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10107199/
https://www.ncbi.nlm.nih.gov/pubmed/36326821
http://dx.doi.org/10.1002/gcc.23100
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