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Evaluation of circulating tumor DNA as a prognostic biomarker for metastatic pancreatic adenocarcinoma
PURPOSE: Pancreatic cancer is an aggressive solid tumor with a severe prognosis. Although tumor biomarkers are often used to identify advanced pancreatic cancer, this is not accurate, and the currently used biomarkers are not indicative of prognosis. The present study evaluated circulating tumor DNA...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9446234/ https://www.ncbi.nlm.nih.gov/pubmed/36081557 http://dx.doi.org/10.3389/fonc.2022.926260 |
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author | Guan, Shasha Deng, Guochao Sun, Jingjie Han, Quanli Lv, Yao Xue, Tianhui Ding, Lijuan Yang, Tongxin Qian, Niansong Dai, Guanghai |
author_facet | Guan, Shasha Deng, Guochao Sun, Jingjie Han, Quanli Lv, Yao Xue, Tianhui Ding, Lijuan Yang, Tongxin Qian, Niansong Dai, Guanghai |
author_sort | Guan, Shasha |
collection | PubMed |
description | PURPOSE: Pancreatic cancer is an aggressive solid tumor with a severe prognosis. Although tumor biomarkers are often used to identify advanced pancreatic cancer, this is not accurate, and the currently used biomarkers are not indicative of prognosis. The present study evaluated circulating tumor DNA (ctDNA) as a biomarker for prognosis prediction and disease monitoring in metastatic pancreatic adenocarcinoma (PAC). METHODS: From 2017 to 2018, 40 patients with metastatic PAC were enrolled, and tumor tissue and blood samples were collected from 40 and 35 patients, respectively. CtDNA was sequenced by next-generation sequencing (NGS) with a 425-gene capture panel. The association of clinical characteristics, laboratory indicators, and dynamic ctDNA with patient outcomes was analyzed. RESULTS: Mutations in KRAS (87.5%, N = 35) and TP53 (77.5%, N = 31) were most common in 40 tumor tissue. Patients’ ECOG score, CA19-9, CEA, neutrophil-lymphocyte ratio (NLR), platelet- lymphocyte ratio (PLR) levels and mutations in ≥ 3 driver genes were strongly correlated with patients’ overall survival (OS). Patients’ gender, ECOG score, CA19-9, and CEA levels were associated with progression-free survival (PFS) (P<0.05). In 35 blood samples, univariate analysis showed a significant association between ECOG score, CA19-9, KRAS or CDKN2A mutation in ctDNA and OS and between CA19-9, CDKN2A or SMAD4 mutation in ctDNA and PFS. Cox hazard proportion model showed that patients’ CDKN2A mutation in ctDNA (HR=16.1, 95% CI=4.4-59.1, P<0.001), ECOG score (HR=6.2, 95% CI=2.4-15.7, P<0.001) and tumor location (HR=0.4, 95% CI=0.1-0.9, P=0.027) were significantly associated with OS. Patients’ CDKN2A mutation in ctDNA (HR=6.8, 95% CI=2.3-19.9, P=0.001), SMAD4 mutation in ctDNA (HR=3.0, 95% CI=1.1-7.9, P=0.031) and metastatic organ (HR=0.4, 95% CI=0.2-1.0, P=0.046) were significantly associated with PFS. Longitudinal changes in gene mutation allelic frequency (MAF) value were evaluated in 24 patients. Detection of progression disease (PD) by ctDNA was 0.9 months earlier than by radiological imaging (mean PFS: 4.6m vs 5.5m, P=0.004, paired t-test). CONCLUSIONS: The ctDNA has the potential as a specific survival predictive marker for metastatic PAC patients. Longitudinal ctDNA tracking could potentially help identify disease progression and be a valuable complement for routine clinical markers and imaging. |
format | Online Article Text |
id | pubmed-9446234 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94462342022-09-07 Evaluation of circulating tumor DNA as a prognostic biomarker for metastatic pancreatic adenocarcinoma Guan, Shasha Deng, Guochao Sun, Jingjie Han, Quanli Lv, Yao Xue, Tianhui Ding, Lijuan Yang, Tongxin Qian, Niansong Dai, Guanghai Front Oncol Oncology PURPOSE: Pancreatic cancer is an aggressive solid tumor with a severe prognosis. Although tumor biomarkers are often used to identify advanced pancreatic cancer, this is not accurate, and the currently used biomarkers are not indicative of prognosis. The present study evaluated circulating tumor DNA (ctDNA) as a biomarker for prognosis prediction and disease monitoring in metastatic pancreatic adenocarcinoma (PAC). METHODS: From 2017 to 2018, 40 patients with metastatic PAC were enrolled, and tumor tissue and blood samples were collected from 40 and 35 patients, respectively. CtDNA was sequenced by next-generation sequencing (NGS) with a 425-gene capture panel. The association of clinical characteristics, laboratory indicators, and dynamic ctDNA with patient outcomes was analyzed. RESULTS: Mutations in KRAS (87.5%, N = 35) and TP53 (77.5%, N = 31) were most common in 40 tumor tissue. Patients’ ECOG score, CA19-9, CEA, neutrophil-lymphocyte ratio (NLR), platelet- lymphocyte ratio (PLR) levels and mutations in ≥ 3 driver genes were strongly correlated with patients’ overall survival (OS). Patients’ gender, ECOG score, CA19-9, and CEA levels were associated with progression-free survival (PFS) (P<0.05). In 35 blood samples, univariate analysis showed a significant association between ECOG score, CA19-9, KRAS or CDKN2A mutation in ctDNA and OS and between CA19-9, CDKN2A or SMAD4 mutation in ctDNA and PFS. Cox hazard proportion model showed that patients’ CDKN2A mutation in ctDNA (HR=16.1, 95% CI=4.4-59.1, P<0.001), ECOG score (HR=6.2, 95% CI=2.4-15.7, P<0.001) and tumor location (HR=0.4, 95% CI=0.1-0.9, P=0.027) were significantly associated with OS. Patients’ CDKN2A mutation in ctDNA (HR=6.8, 95% CI=2.3-19.9, P=0.001), SMAD4 mutation in ctDNA (HR=3.0, 95% CI=1.1-7.9, P=0.031) and metastatic organ (HR=0.4, 95% CI=0.2-1.0, P=0.046) were significantly associated with PFS. Longitudinal changes in gene mutation allelic frequency (MAF) value were evaluated in 24 patients. Detection of progression disease (PD) by ctDNA was 0.9 months earlier than by radiological imaging (mean PFS: 4.6m vs 5.5m, P=0.004, paired t-test). CONCLUSIONS: The ctDNA has the potential as a specific survival predictive marker for metastatic PAC patients. Longitudinal ctDNA tracking could potentially help identify disease progression and be a valuable complement for routine clinical markers and imaging. Frontiers Media S.A. 2022-08-23 /pmc/articles/PMC9446234/ /pubmed/36081557 http://dx.doi.org/10.3389/fonc.2022.926260 Text en Copyright © 2022 Guan, Deng, Sun, Han, Lv, Xue, Ding, Yang, Qian and Dai https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Guan, Shasha Deng, Guochao Sun, Jingjie Han, Quanli Lv, Yao Xue, Tianhui Ding, Lijuan Yang, Tongxin Qian, Niansong Dai, Guanghai Evaluation of circulating tumor DNA as a prognostic biomarker for metastatic pancreatic adenocarcinoma |
title | Evaluation of circulating tumor DNA as a prognostic biomarker for metastatic pancreatic adenocarcinoma |
title_full | Evaluation of circulating tumor DNA as a prognostic biomarker for metastatic pancreatic adenocarcinoma |
title_fullStr | Evaluation of circulating tumor DNA as a prognostic biomarker for metastatic pancreatic adenocarcinoma |
title_full_unstemmed | Evaluation of circulating tumor DNA as a prognostic biomarker for metastatic pancreatic adenocarcinoma |
title_short | Evaluation of circulating tumor DNA as a prognostic biomarker for metastatic pancreatic adenocarcinoma |
title_sort | evaluation of circulating tumor dna as a prognostic biomarker for metastatic pancreatic adenocarcinoma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9446234/ https://www.ncbi.nlm.nih.gov/pubmed/36081557 http://dx.doi.org/10.3389/fonc.2022.926260 |
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