Background Circulating tumor DNA (ctDNA) has potential as a specific, noninvasive, and cost-effective new biomarker for patients with lung cancer. This study aimed to determine whether plasma ctDNA can be used to predict treatment outcomes in patients with lung cancer. Methods Pre- and in-treatment blood samples were collected from 14 patients with lung cancer receiving chemotherapy. Based on next-generation sequencing technology, we constructed a unique molecular identifier (UMI) library and performed targeted deep sequencing of 72 genes (15 000x). We used dVAF to evaluate the change level and trend of variant allele frequency (VAF). Results We identified MUC16, KMT2D, AMER1, and NTRK1 as the most-frequently mutated genes in ctDNA associated with lung cancer. Furthermore, we showed that the change trend of dVAF in patients with lung cancer undergoing chemotherapy was closely related to the changes in both tumor volume and tumor biomarkers, including CEA, CA125, NSE, and CK (Cytokeratin). Moreover, the ctDNA analysis revealed disease progression of SCLC patients earlier than did computed tomography. Conclusions The dynamic detection of plasma ctDNA VAF has the potential value as a biomarker for evaluating the efficacy of chemotherapy in patients with SCLC and advanced NSCLC, and may predict the progression of lung cancer patients earlier than radiography.
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Univ Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USAUniv Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USA
Aggarwal, Charu
Wang, Xingmei
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Univ Penn, Div Biostat & Epidemiol, Philadelphia, PA 19104 USAUniv Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USA
Wang, Xingmei
Ranganathan, Anjana
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Univ Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USAUniv Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USA
Ranganathan, Anjana
Torigian, Drew
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Univ Penn, Div Radiol, Philadelphia, PA 19104 USAUniv Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USA
Torigian, Drew
Troxel, Andrea
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NYU, Sch Med, Div Biostat, Dept Populat Hlth, New York, NY 10003 USAUniv Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USA
Troxel, Andrea
Evans, Tracey
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Univ Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USAUniv Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USA
Evans, Tracey
Cohen, Roger B.
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Univ Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USAUniv Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USA
Cohen, Roger B.
Vaidya, Bhavesh
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Janssen Diagnost LLC, Huntingdon Valley, PA USAUniv Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USA
Vaidya, Bhavesh
Rao, Chandra
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NYU, Sch Med, Div Biostat, Dept Populat Hlth, New York, NY 10003 USA
Janssen Diagnost LLC, Huntingdon Valley, PA USAUniv Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USA
Rao, Chandra
Connelly, Mark
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NYU, Sch Med, Div Biostat, Dept Populat Hlth, New York, NY 10003 USA
Janssen Diagnost LLC, Huntingdon Valley, PA USAUniv Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USA
Connelly, Mark
Vachani, Anil
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Univ Penn, Thorac Oncol Grp, Div Pulm & Crit Care, Philadelphia, PA 19104 USAUniv Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USA
Vachani, Anil
Langer, Corey
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Univ Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USAUniv Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USA
Langer, Corey
Albelda, Steven
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Janssen Diagnost LLC, Huntingdon Valley, PA USA
Univ Penn, Thorac Oncol Grp, Div Pulm & Crit Care, Philadelphia, PA 19104 USAUniv Penn, Div Hematol & Oncol, Philadelphia, PA 19104 USA