Whole Exome Sequencing of Cell-Free DNA for Early Lung Cancer: A Pilot Study to Differentiate Benign From Malignant CT-Detected Pulmonary Lesions

Introduction: Indeterminate pulmonary lesions (IPL) detected by CT pose a significant clinical challenge, frequently necessitating long-term surveillance or biopsy for diagnosis. In this pilot investigation, we performed whole exome sequencing (WES) of plasma cell free (cfDNA) and matched germline D...

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Main Authors: Tina D. Tailor, Xiayu Rao, Michael J. Campa, Jing Wang, Simon G. Gregory, Edward F. Patz Jr.
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-04-01
Series:Frontiers in Oncology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fonc.2019.00317/full
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spelling doaj-e870736bdd01495ea4000749386029252020-11-24T21:40:42ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2019-04-01910.3389/fonc.2019.00317446399Whole Exome Sequencing of Cell-Free DNA for Early Lung Cancer: A Pilot Study to Differentiate Benign From Malignant CT-Detected Pulmonary LesionsTina D. Tailor0Xiayu Rao1Michael J. Campa2Jing Wang3Simon G. Gregory4Edward F. Patz Jr.5Edward F. Patz Jr.6Department of Radiology, Duke University Medical Center, Durham, NC, United StatesDivision of Quantitative Sciences, Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, United StatesDepartment of Radiology, Duke University Medical Center, Durham, NC, United StatesDivision of Quantitative Sciences, Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, United StatesDuke Molecular Physiology Institute, Duke University Medical Center, Durham, NC, United StatesDepartment of Radiology, Duke University Medical Center, Durham, NC, United StatesDepartment of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, NC, United StatesIntroduction: Indeterminate pulmonary lesions (IPL) detected by CT pose a significant clinical challenge, frequently necessitating long-term surveillance or biopsy for diagnosis. In this pilot investigation, we performed whole exome sequencing (WES) of plasma cell free (cfDNA) and matched germline DNA in patients with CT-detected pulmonary lesions to determine the feasibility of somatic cfDNA mutations to differentiate benign from malignant pulmonary nodules.Methods: 33 patients with a CT-detected pulmonary lesions were retrospectively enrolled (n = 16 with a benign nodule, n = 17 with a malignant nodule). Following isolation and amplification of plasma cfDNA and matched peripheral blood mononuclear cells (PBMC) from patient blood samples, WES of cfDNA and PBMC DNA was performed. After genomic alignment and filtering, we looked for lung-cancer associated driver mutations and next identified high-confidence somatic variants in both groups.Results: Somatic cfDNA mutations were observed in both groups, with the cancer group demonstrating more variants than the benign group (1083 ± 476 versus 553 ± 519, p < 0.0046). By selecting variants present in >2 cancer patients and not the benign group, we accurately identified 82% (14/17) of cancer patients.Conclusions: This study suggests a potential role for cfDNA for the early identification of lung cancer in patients with CT-detected pulmonary lesions. Importantly, a substantial number of somatic variants in healthy patients with benign pulmonary nodules were also found. Such “benign” variants, while largely unexplored to date, have widespread relevance to all liquid biopsies if cfDNA is to be used accurately for cancer detection.https://www.frontiersin.org/article/10.3389/fonc.2019.00317/fullcell free DNAcancer detectionlung cancer—diagnosiswhole exome sequencingpulmonary nodule
collection DOAJ
language English
format Article
sources DOAJ
author Tina D. Tailor
Xiayu Rao
Michael J. Campa
Jing Wang
Simon G. Gregory
Edward F. Patz Jr.
Edward F. Patz Jr.
spellingShingle Tina D. Tailor
Xiayu Rao
Michael J. Campa
Jing Wang
Simon G. Gregory
Edward F. Patz Jr.
Edward F. Patz Jr.
Whole Exome Sequencing of Cell-Free DNA for Early Lung Cancer: A Pilot Study to Differentiate Benign From Malignant CT-Detected Pulmonary Lesions
Frontiers in Oncology
cell free DNA
cancer detection
lung cancer—diagnosis
whole exome sequencing
pulmonary nodule
author_facet Tina D. Tailor
Xiayu Rao
Michael J. Campa
Jing Wang
Simon G. Gregory
Edward F. Patz Jr.
Edward F. Patz Jr.
author_sort Tina D. Tailor
title Whole Exome Sequencing of Cell-Free DNA for Early Lung Cancer: A Pilot Study to Differentiate Benign From Malignant CT-Detected Pulmonary Lesions
title_short Whole Exome Sequencing of Cell-Free DNA for Early Lung Cancer: A Pilot Study to Differentiate Benign From Malignant CT-Detected Pulmonary Lesions
title_full Whole Exome Sequencing of Cell-Free DNA for Early Lung Cancer: A Pilot Study to Differentiate Benign From Malignant CT-Detected Pulmonary Lesions
title_fullStr Whole Exome Sequencing of Cell-Free DNA for Early Lung Cancer: A Pilot Study to Differentiate Benign From Malignant CT-Detected Pulmonary Lesions
title_full_unstemmed Whole Exome Sequencing of Cell-Free DNA for Early Lung Cancer: A Pilot Study to Differentiate Benign From Malignant CT-Detected Pulmonary Lesions
title_sort whole exome sequencing of cell-free dna for early lung cancer: a pilot study to differentiate benign from malignant ct-detected pulmonary lesions
publisher Frontiers Media S.A.
series Frontiers in Oncology
issn 2234-943X
publishDate 2019-04-01
description Introduction: Indeterminate pulmonary lesions (IPL) detected by CT pose a significant clinical challenge, frequently necessitating long-term surveillance or biopsy for diagnosis. In this pilot investigation, we performed whole exome sequencing (WES) of plasma cell free (cfDNA) and matched germline DNA in patients with CT-detected pulmonary lesions to determine the feasibility of somatic cfDNA mutations to differentiate benign from malignant pulmonary nodules.Methods: 33 patients with a CT-detected pulmonary lesions were retrospectively enrolled (n = 16 with a benign nodule, n = 17 with a malignant nodule). Following isolation and amplification of plasma cfDNA and matched peripheral blood mononuclear cells (PBMC) from patient blood samples, WES of cfDNA and PBMC DNA was performed. After genomic alignment and filtering, we looked for lung-cancer associated driver mutations and next identified high-confidence somatic variants in both groups.Results: Somatic cfDNA mutations were observed in both groups, with the cancer group demonstrating more variants than the benign group (1083 ± 476 versus 553 ± 519, p < 0.0046). By selecting variants present in >2 cancer patients and not the benign group, we accurately identified 82% (14/17) of cancer patients.Conclusions: This study suggests a potential role for cfDNA for the early identification of lung cancer in patients with CT-detected pulmonary lesions. Importantly, a substantial number of somatic variants in healthy patients with benign pulmonary nodules were also found. Such “benign” variants, while largely unexplored to date, have widespread relevance to all liquid biopsies if cfDNA is to be used accurately for cancer detection.
topic cell free DNA
cancer detection
lung cancer—diagnosis
whole exome sequencing
pulmonary nodule
url https://www.frontiersin.org/article/10.3389/fonc.2019.00317/full
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