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Circulating Tumor DNA as a Biomarker of Radiographic Tumor Burden in SCLC
INTRODUCTION: Blood-based next-generation sequencing assays of circulating tumor DNA (ctDNA) have the ability to detect tumor-associated mutations in patients with SCLC. We sought to characterize the relationship between ctDNA mean variant allele frequency (VAF) and radiographic total-body tumor vol...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8474385/ https://www.ncbi.nlm.nih.gov/pubmed/34589992 http://dx.doi.org/10.1016/j.jtocrr.2020.100110 |
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author | Smith, Jarrod T. Balar, Aneri Lakhani, Dhairya A. Kluwe, Christien Zhao, Zhiguo Kopparapu, Prasad Almodovar, Karinna Muterspaugh, Anel Yan, Yingjun York, Sally Horn, Leora Antic, Sanja Bertucci, Caterina Shaffer, Tristan Hodsdon, Lauren Garg, Kavita Hosseini, Seyed Ali Lim, Lee Osmundson, Evan Massion, Pierre P. Lovly, Christine M. Iams, Wade |
author_facet | Smith, Jarrod T. Balar, Aneri Lakhani, Dhairya A. Kluwe, Christien Zhao, Zhiguo Kopparapu, Prasad Almodovar, Karinna Muterspaugh, Anel Yan, Yingjun York, Sally Horn, Leora Antic, Sanja Bertucci, Caterina Shaffer, Tristan Hodsdon, Lauren Garg, Kavita Hosseini, Seyed Ali Lim, Lee Osmundson, Evan Massion, Pierre P. Lovly, Christine M. Iams, Wade |
author_sort | Smith, Jarrod T. |
collection | PubMed |
description | INTRODUCTION: Blood-based next-generation sequencing assays of circulating tumor DNA (ctDNA) have the ability to detect tumor-associated mutations in patients with SCLC. We sought to characterize the relationship between ctDNA mean variant allele frequency (VAF) and radiographic total-body tumor volume (TV) in patients with SCLC. METHODS: We identified matched blood draws and computed tomography (CT) or positron emission tomography (PET) scans within a prospective SCLC blood banking cohort. We sequenced plasma using our previously developed 14-gene SCLC-specific ctDNA assay. Three-dimensional TV was determined from PET and CT scans using MIM software and reviewed by radiation oncologists. Univariate association and multivariate regression analyses were performed to evaluate the association between mean VAF and total-body TV. RESULTS: We analyzed 75 matched blood draws and CT or PET scans from 25 unique patients with SCLC. Univariate analysis revealed a positive association between mean VAF and total-body TV (Spearman’s ρ = 0.292, p < 0.01), and when considering only treatment-naive and pretreatment patients (n = 11), there was an increase in the magnitude of association (ρ = 0.618, p = 0.048). The relationship remained significant when adjusting for treatment status and bone metastases (p = 0.046). In the subgroup of patients with TP53 variants, univariate analysis revealed a significant association (ρ = 0.762, p = 0.037) only when considering treatment-naive and pretreatment patients (n = 8). CONCLUSIONS: We observed a positive association between mean VAF and total-body TV in patients with SCLC, suggesting mean VAF may represent a dynamic biomarker of tumor burden that could be followed to monitor disease status. |
format | Online Article Text |
id | pubmed-8474385 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-84743852021-09-28 Circulating Tumor DNA as a Biomarker of Radiographic Tumor Burden in SCLC Smith, Jarrod T. Balar, Aneri Lakhani, Dhairya A. Kluwe, Christien Zhao, Zhiguo Kopparapu, Prasad Almodovar, Karinna Muterspaugh, Anel Yan, Yingjun York, Sally Horn, Leora Antic, Sanja Bertucci, Caterina Shaffer, Tristan Hodsdon, Lauren Garg, Kavita Hosseini, Seyed Ali Lim, Lee Osmundson, Evan Massion, Pierre P. Lovly, Christine M. Iams, Wade JTO Clin Res Rep Brief Report INTRODUCTION: Blood-based next-generation sequencing assays of circulating tumor DNA (ctDNA) have the ability to detect tumor-associated mutations in patients with SCLC. We sought to characterize the relationship between ctDNA mean variant allele frequency (VAF) and radiographic total-body tumor volume (TV) in patients with SCLC. METHODS: We identified matched blood draws and computed tomography (CT) or positron emission tomography (PET) scans within a prospective SCLC blood banking cohort. We sequenced plasma using our previously developed 14-gene SCLC-specific ctDNA assay. Three-dimensional TV was determined from PET and CT scans using MIM software and reviewed by radiation oncologists. Univariate association and multivariate regression analyses were performed to evaluate the association between mean VAF and total-body TV. RESULTS: We analyzed 75 matched blood draws and CT or PET scans from 25 unique patients with SCLC. Univariate analysis revealed a positive association between mean VAF and total-body TV (Spearman’s ρ = 0.292, p < 0.01), and when considering only treatment-naive and pretreatment patients (n = 11), there was an increase in the magnitude of association (ρ = 0.618, p = 0.048). The relationship remained significant when adjusting for treatment status and bone metastases (p = 0.046). In the subgroup of patients with TP53 variants, univariate analysis revealed a significant association (ρ = 0.762, p = 0.037) only when considering treatment-naive and pretreatment patients (n = 8). CONCLUSIONS: We observed a positive association between mean VAF and total-body TV in patients with SCLC, suggesting mean VAF may represent a dynamic biomarker of tumor burden that could be followed to monitor disease status. Elsevier 2020-10-20 /pmc/articles/PMC8474385/ /pubmed/34589992 http://dx.doi.org/10.1016/j.jtocrr.2020.100110 Text en © 2020 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Brief Report Smith, Jarrod T. Balar, Aneri Lakhani, Dhairya A. Kluwe, Christien Zhao, Zhiguo Kopparapu, Prasad Almodovar, Karinna Muterspaugh, Anel Yan, Yingjun York, Sally Horn, Leora Antic, Sanja Bertucci, Caterina Shaffer, Tristan Hodsdon, Lauren Garg, Kavita Hosseini, Seyed Ali Lim, Lee Osmundson, Evan Massion, Pierre P. Lovly, Christine M. Iams, Wade Circulating Tumor DNA as a Biomarker of Radiographic Tumor Burden in SCLC |
title | Circulating Tumor DNA as a Biomarker of Radiographic Tumor Burden in SCLC |
title_full | Circulating Tumor DNA as a Biomarker of Radiographic Tumor Burden in SCLC |
title_fullStr | Circulating Tumor DNA as a Biomarker of Radiographic Tumor Burden in SCLC |
title_full_unstemmed | Circulating Tumor DNA as a Biomarker of Radiographic Tumor Burden in SCLC |
title_short | Circulating Tumor DNA as a Biomarker of Radiographic Tumor Burden in SCLC |
title_sort | circulating tumor dna as a biomarker of radiographic tumor burden in sclc |
topic | Brief Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8474385/ https://www.ncbi.nlm.nih.gov/pubmed/34589992 http://dx.doi.org/10.1016/j.jtocrr.2020.100110 |
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