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Validation of a liquid biopsy assay with molecular and clinical profiling of circulating tumor DNA

Liquid biopsy is a valuable precision oncology tool that is increasingly used as a non-invasive approach to identify biomarkers, detect resistance mutations, monitor disease burden, and identify early recurrence. The Tempus xF liquid biopsy assay is a 105-gene, hybrid-capture, next-generation sequen...

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Autores principales: Finkle, Justin D., Boulos, Hala, Driessen, Terri M., Lo, Christine, Blidner, Richard A., Hafez, Ashraf, Khan, Aly A., Lozac’hmeur, Ariane, McKinnon, Kelly E., Perera, Jason, Zhu, Wei, Dowlati, Afshin, White, Kevin P., Tell, Robert, Beaubier, Nike
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8253837/
https://www.ncbi.nlm.nih.gov/pubmed/34215841
http://dx.doi.org/10.1038/s41698-021-00202-2
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author Finkle, Justin D.
Boulos, Hala
Driessen, Terri M.
Lo, Christine
Blidner, Richard A.
Hafez, Ashraf
Khan, Aly A.
Lozac’hmeur, Ariane
McKinnon, Kelly E.
Perera, Jason
Zhu, Wei
Dowlati, Afshin
White, Kevin P.
Tell, Robert
Beaubier, Nike
author_facet Finkle, Justin D.
Boulos, Hala
Driessen, Terri M.
Lo, Christine
Blidner, Richard A.
Hafez, Ashraf
Khan, Aly A.
Lozac’hmeur, Ariane
McKinnon, Kelly E.
Perera, Jason
Zhu, Wei
Dowlati, Afshin
White, Kevin P.
Tell, Robert
Beaubier, Nike
author_sort Finkle, Justin D.
collection PubMed
description Liquid biopsy is a valuable precision oncology tool that is increasingly used as a non-invasive approach to identify biomarkers, detect resistance mutations, monitor disease burden, and identify early recurrence. The Tempus xF liquid biopsy assay is a 105-gene, hybrid-capture, next-generation sequencing (NGS) assay that detects single-nucleotide variants, insertions/deletions, copy number variants, and chromosomal rearrangements. Here, we present extensive validation studies of the xF assay using reference standards, cell lines, and patient samples that establish high sensitivity, specificity, and accuracy in variant detection. The Tempus xF assay is highly concordant with orthogonal methods, including ddPCR, tumor tissue-based NGS assays, and another commercial plasma-based NGS assay. Using matched samples, we developed a dynamic filtering method to account for germline mutations and clonal hematopoiesis, while significantly decreasing the number of false-positive variants reported. Additionally, we calculated accurate circulating tumor fraction estimates (ctFEs) using the Off-Target Tumor Estimation Routine (OTTER) algorithm for targeted-panel sequencing. In a cohort of 1,000 randomly selected cancer patients who underwent xF testing, we found that ctFEs correlated with disease burden and clinical outcomes. These results highlight the potential of serial testing to monitor treatment efficacy and disease course, providing strong support for incorporating liquid biopsy in the management of patients with advanced disease.
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spelling pubmed-82538372021-07-20 Validation of a liquid biopsy assay with molecular and clinical profiling of circulating tumor DNA Finkle, Justin D. Boulos, Hala Driessen, Terri M. Lo, Christine Blidner, Richard A. Hafez, Ashraf Khan, Aly A. Lozac’hmeur, Ariane McKinnon, Kelly E. Perera, Jason Zhu, Wei Dowlati, Afshin White, Kevin P. Tell, Robert Beaubier, Nike NPJ Precis Oncol Article Liquid biopsy is a valuable precision oncology tool that is increasingly used as a non-invasive approach to identify biomarkers, detect resistance mutations, monitor disease burden, and identify early recurrence. The Tempus xF liquid biopsy assay is a 105-gene, hybrid-capture, next-generation sequencing (NGS) assay that detects single-nucleotide variants, insertions/deletions, copy number variants, and chromosomal rearrangements. Here, we present extensive validation studies of the xF assay using reference standards, cell lines, and patient samples that establish high sensitivity, specificity, and accuracy in variant detection. The Tempus xF assay is highly concordant with orthogonal methods, including ddPCR, tumor tissue-based NGS assays, and another commercial plasma-based NGS assay. Using matched samples, we developed a dynamic filtering method to account for germline mutations and clonal hematopoiesis, while significantly decreasing the number of false-positive variants reported. Additionally, we calculated accurate circulating tumor fraction estimates (ctFEs) using the Off-Target Tumor Estimation Routine (OTTER) algorithm for targeted-panel sequencing. In a cohort of 1,000 randomly selected cancer patients who underwent xF testing, we found that ctFEs correlated with disease burden and clinical outcomes. These results highlight the potential of serial testing to monitor treatment efficacy and disease course, providing strong support for incorporating liquid biopsy in the management of patients with advanced disease. Nature Publishing Group UK 2021-07-02 /pmc/articles/PMC8253837/ /pubmed/34215841 http://dx.doi.org/10.1038/s41698-021-00202-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Finkle, Justin D.
Boulos, Hala
Driessen, Terri M.
Lo, Christine
Blidner, Richard A.
Hafez, Ashraf
Khan, Aly A.
Lozac’hmeur, Ariane
McKinnon, Kelly E.
Perera, Jason
Zhu, Wei
Dowlati, Afshin
White, Kevin P.
Tell, Robert
Beaubier, Nike
Validation of a liquid biopsy assay with molecular and clinical profiling of circulating tumor DNA
title Validation of a liquid biopsy assay with molecular and clinical profiling of circulating tumor DNA
title_full Validation of a liquid biopsy assay with molecular and clinical profiling of circulating tumor DNA
title_fullStr Validation of a liquid biopsy assay with molecular and clinical profiling of circulating tumor DNA
title_full_unstemmed Validation of a liquid biopsy assay with molecular and clinical profiling of circulating tumor DNA
title_short Validation of a liquid biopsy assay with molecular and clinical profiling of circulating tumor DNA
title_sort validation of a liquid biopsy assay with molecular and clinical profiling of circulating tumor dna
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8253837/
https://www.ncbi.nlm.nih.gov/pubmed/34215841
http://dx.doi.org/10.1038/s41698-021-00202-2
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