Meta-Analysis of Circulating Cell-Free DNA’s Role in the Prognosis of Pancreatic Cancer

Introduction: The analysis of cell-free DNA (cfDNA) for genetic abnormalities is a promising new approach for the diagnosis and prognosis of pancreatic cancer patients. Insights into the molecular characteristics of pancreatic cancer may provide valuable information, leading to its earlier detection...

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Main Authors: Jelena Milin-Lazovic, Petar Madzarevic, Nina Rajovic, Vladimir Djordjevic, Nikola Milic, Sonja Pavlovic, Nevena Veljkovic, Natasa M. Milic, Dejan Radenkovic
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Cancers
Subjects:
Online Access:https://www.mdpi.com/2072-6694/13/14/3378
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spelling doaj-f9a0019c2ab64c2f9b0fd97d3f82d61c2021-07-23T13:33:11ZengMDPI AGCancers2072-66942021-07-01133378337810.3390/cancers13143378Meta-Analysis of Circulating Cell-Free DNA’s Role in the Prognosis of Pancreatic CancerJelena Milin-Lazovic0Petar Madzarevic1Nina Rajovic2Vladimir Djordjevic3Nikola Milic4Sonja Pavlovic5Nevena Veljkovic6Natasa M. Milic7Dejan Radenkovic8Institute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, 11000 Belgrade, SerbiaInstitute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, 11000 Belgrade, SerbiaInstitute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, 11000 Belgrade, SerbiaDepartment of Surgery, University Clinical Center of Serbia, 11000 Belgrade, SerbiaFaculty of Medicine, University of Belgrade, 11000 Belgrade, SerbiaInstitute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, SerbiaVinca Institute of Nuclear Sciences, National Institute of the Republic of Serbia, University of Belgrade, 11000 Belgrade, SerbiaInstitute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, 11000 Belgrade, SerbiaDepartment of Surgery, University Clinical Center of Serbia, 11000 Belgrade, SerbiaIntroduction: The analysis of cell-free DNA (cfDNA) for genetic abnormalities is a promising new approach for the diagnosis and prognosis of pancreatic cancer patients. Insights into the molecular characteristics of pancreatic cancer may provide valuable information, leading to its earlier detection and the development of targeted therapies. Material and Methods: We conducted a systematic review and a meta-analysis of studies that reported cfDNA in pancreatic ductal adenocarcinoma (PDAC). The studies were considered eligible if they included patients with PDAC, if they had blood tests for cfDNA/ctDNA, and if they analyzed the prognostic value of cfDNA/ctDNA for patients’ survival. The studies published before 22 October 2020 were identified through the PubMED, EMBASE, Web of Science and Cochrane Library databases. The assessed outcomes were the overall (OS) and progression-free survival (PFS), expressed as the log hazard ratio (HR) and standard error (SE). The summary of the HR effect size was estimated by pooling the individual trial results using the Review Manager, version 5.3, Cochrane Collaboration. The heterogeneity was assessed using the Cochran Q test and I<sup>2</sup> statistic. Results: In total, 48 studies were included in the qualitative review, while 44 were assessed in the quantitative synthesis, with the total number of patients included being 3524. Overall negative impacts of cfDNA and <i>KRAS</i> mutations on OS and PFS in PDAC (HR = 2.42, 95% CI: 1.95–2.99 and HR = 2.46, 95% CI: 2.01–3.00, respectively) were found. The subgroup analysis of the locally advanced and metastatic disease presented similar results (HR = 2.51, 95% CI: 1.90–3.31). In the studies assessing the pre-treatment presence of <i>KRAS</i>, there was a moderate to high degree of heterogeneity (I<sup>2</sup> = 87% and I<sup>2</sup> = 48%, for OS and PFS, respectively), which was remarkably decreased in the analysis of the studies measuring post-treatment <i>KRAS</i> (I<sup>2</sup> = 24% and I<sup>2</sup> = 0%, for OS and PFS, respectively). The patients who were <i>KRAS</i> positive before but <i>KRAS</i> negative after treatment had a better prognosis than the persistently <i>KRAS</i>-positive patients (HR = 5.30, 95% CI: 1.02–27.63). Conclusion: The assessment of <i>KRAS</i> mutation by liquid biopsy can be considered as an additional tool for the estimation of the disease course and outcome in PDAC patients.https://www.mdpi.com/2072-6694/13/14/3378cell-free DNApancreatic ductal adenocarcinomasurvivalmeta-analysis
collection DOAJ
language English
format Article
sources DOAJ
author Jelena Milin-Lazovic
Petar Madzarevic
Nina Rajovic
Vladimir Djordjevic
Nikola Milic
Sonja Pavlovic
Nevena Veljkovic
Natasa M. Milic
Dejan Radenkovic
spellingShingle Jelena Milin-Lazovic
Petar Madzarevic
Nina Rajovic
Vladimir Djordjevic
Nikola Milic
Sonja Pavlovic
Nevena Veljkovic
Natasa M. Milic
Dejan Radenkovic
Meta-Analysis of Circulating Cell-Free DNA’s Role in the Prognosis of Pancreatic Cancer
Cancers
cell-free DNA
pancreatic ductal adenocarcinoma
survival
meta-analysis
author_facet Jelena Milin-Lazovic
Petar Madzarevic
Nina Rajovic
Vladimir Djordjevic
Nikola Milic
Sonja Pavlovic
Nevena Veljkovic
Natasa M. Milic
Dejan Radenkovic
author_sort Jelena Milin-Lazovic
title Meta-Analysis of Circulating Cell-Free DNA’s Role in the Prognosis of Pancreatic Cancer
title_short Meta-Analysis of Circulating Cell-Free DNA’s Role in the Prognosis of Pancreatic Cancer
title_full Meta-Analysis of Circulating Cell-Free DNA’s Role in the Prognosis of Pancreatic Cancer
title_fullStr Meta-Analysis of Circulating Cell-Free DNA’s Role in the Prognosis of Pancreatic Cancer
title_full_unstemmed Meta-Analysis of Circulating Cell-Free DNA’s Role in the Prognosis of Pancreatic Cancer
title_sort meta-analysis of circulating cell-free dna’s role in the prognosis of pancreatic cancer
publisher MDPI AG
series Cancers
issn 2072-6694
publishDate 2021-07-01
description Introduction: The analysis of cell-free DNA (cfDNA) for genetic abnormalities is a promising new approach for the diagnosis and prognosis of pancreatic cancer patients. Insights into the molecular characteristics of pancreatic cancer may provide valuable information, leading to its earlier detection and the development of targeted therapies. Material and Methods: We conducted a systematic review and a meta-analysis of studies that reported cfDNA in pancreatic ductal adenocarcinoma (PDAC). The studies were considered eligible if they included patients with PDAC, if they had blood tests for cfDNA/ctDNA, and if they analyzed the prognostic value of cfDNA/ctDNA for patients’ survival. The studies published before 22 October 2020 were identified through the PubMED, EMBASE, Web of Science and Cochrane Library databases. The assessed outcomes were the overall (OS) and progression-free survival (PFS), expressed as the log hazard ratio (HR) and standard error (SE). The summary of the HR effect size was estimated by pooling the individual trial results using the Review Manager, version 5.3, Cochrane Collaboration. The heterogeneity was assessed using the Cochran Q test and I<sup>2</sup> statistic. Results: In total, 48 studies were included in the qualitative review, while 44 were assessed in the quantitative synthesis, with the total number of patients included being 3524. Overall negative impacts of cfDNA and <i>KRAS</i> mutations on OS and PFS in PDAC (HR = 2.42, 95% CI: 1.95–2.99 and HR = 2.46, 95% CI: 2.01–3.00, respectively) were found. The subgroup analysis of the locally advanced and metastatic disease presented similar results (HR = 2.51, 95% CI: 1.90–3.31). In the studies assessing the pre-treatment presence of <i>KRAS</i>, there was a moderate to high degree of heterogeneity (I<sup>2</sup> = 87% and I<sup>2</sup> = 48%, for OS and PFS, respectively), which was remarkably decreased in the analysis of the studies measuring post-treatment <i>KRAS</i> (I<sup>2</sup> = 24% and I<sup>2</sup> = 0%, for OS and PFS, respectively). The patients who were <i>KRAS</i> positive before but <i>KRAS</i> negative after treatment had a better prognosis than the persistently <i>KRAS</i>-positive patients (HR = 5.30, 95% CI: 1.02–27.63). Conclusion: The assessment of <i>KRAS</i> mutation by liquid biopsy can be considered as an additional tool for the estimation of the disease course and outcome in PDAC patients.
topic cell-free DNA
pancreatic ductal adenocarcinoma
survival
meta-analysis
url https://www.mdpi.com/2072-6694/13/14/3378
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