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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...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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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. |
format | Online Article Text |
id | pubmed-8253837 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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