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Juthani R, Manne A. Blood-based biomarkers in pancreatic ductal adenocarcinoma: developments over the last decade and what holds for the future- a review. Front Oncol 2025; 15:1555963. [PMID: 40330826 PMCID: PMC12052548 DOI: 10.3389/fonc.2025.1555963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2025] [Accepted: 03/24/2025] [Indexed: 05/08/2025] Open
Abstract
Pancreatic Ductal Adenocarcinoma (PDAC) accounts for a significant burden of global cancer deaths worldwide. The dismal outcomes associated with PDAC can be overcome by detecting the disease early and developing tools that predict response to treatment, allowing the selection of the most optimal treatment. Over the last couple of years, significant progress has been made in the development of novel biomarkers that aid in diagnosis, prognosis, treatment selection, and monitoring response. Blood-based biomarkers offer an alternative to tissue-based diagnosis and offer immense potential in managing PDAC. In this review, we have discussed the advances in blood-based biomarkers in PDAC, such as DNA (mutations and methylations), RNA, protein biomarkers and circulating tumor cells (CTC) over the last decade and also elucidated all aspects of practical implementation of these biomarkers in clinical practice. We have also discussed implementing multiomics utilizing more than one biomarker and targeted therapies that have been developed using these biomarkers.
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Affiliation(s)
- Ronit Juthani
- Department of Medicine, Saint Vincent Hospital, Worcester, MA, United States
| | - Ashish Manne
- Department of Internal Medicine, Division of Medical Oncology at the Arthur G. James Cancer Hospital and Richard J. Solove Research Institute, The Ohio State University Comprehensive Cancer Center, Columbus, OH, United States
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Liu SV, Nagasaka M, Atz J, Solca F, Müllauer L. Oncogenic gene fusions in cancer: from biology to therapy. Signal Transduct Target Ther 2025; 10:111. [PMID: 40223139 PMCID: PMC11994825 DOI: 10.1038/s41392-025-02161-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 12/06/2024] [Accepted: 01/16/2025] [Indexed: 04/15/2025] Open
Abstract
Oncogenic gene fusions occur across a broad range of cancers and are a defining feature of some cancer types. Cancers driven by gene fusion products tend to respond well to targeted therapies, where available; thus, detection of potentially targetable oncogenic fusions is necessary to select optimal treatment. Detection methods include non-sequencing methods, such as fluorescence in situ hybridization and immunohistochemistry, and sequencing methods, such as DNA- and RNA-based next-generation sequencing (NGS). While NGS is an efficient way to analyze multiple genes of interest at once, economic and technical factors may preclude its use in routine care globally, despite several guideline recommendations. The aim of this review is to present a summary of oncogenic gene fusions, with a focus on fusions that affect tyrosine kinase signaling, and to highlight the importance of testing for oncogenic fusions. We present an overview of the identification of oncogenic gene fusions and therapies approved for the treatment of cancers harboring gene fusions, and summarize data regarding treating fusion-positive cancers with no current targeted therapies and clinical studies of fusion-positive cancers. Although treatment options may be limited for patients with rare alterations, healthcare professionals should identify patients most likely to benefit from oncogenic gene fusion testing and initiate the appropriate targeted therapy to achieve optimal treatment outcomes.
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Affiliation(s)
- Stephen V Liu
- Division of Hematology and Oncology, Georgetown University, Washington, DC, USA.
| | - Misako Nagasaka
- Division of Hematology Oncology, Department of Medicine, University of California Irvine School of Medicine, Irvine, CA, USA
- Chao Family Comprehensive Cancer Center, Orange, CA, USA
| | - Judith Atz
- Boehringer Ingelheim International GmbH, Ingelheim am Rhein, Germany
| | - Flavio Solca
- Boehringer Ingelheim RCV GmbH & Co.KG, Vienna, Austria
| | - Leonhard Müllauer
- Department of Pathology, Medical University of Vienna, 1090, Vienna, Austria
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Zalis M, Viana Veloso GG, Aguiar Jr. PN, Gimenes N, Reis MX, Matsas S, Ferreira CG. Next-generation sequencing impact on cancer care: applications, challenges, and future directions. Front Genet 2024; 15:1420190. [PMID: 39045325 PMCID: PMC11263191 DOI: 10.3389/fgene.2024.1420190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 06/13/2024] [Indexed: 07/25/2024] Open
Abstract
Fundamentally precision oncology illustrates the path in which molecular profiling of tumors can illuminate their biological behavior, diversity, and likely outcomes by identifying distinct genetic mutations, protein levels, and other biomarkers that underpin cancer progression. Next-generation sequencing became an indispensable diagnostic tool for diagnosis and treatment guidance in current clinical practice. Nowadays, tissue analysis benefits from further support through methods like comprehensive genomic profiling and liquid biopsies. However, precision medicine in the field of oncology presents specific hurdles, such as the cost-benefit balance and widespread accessibility, particularly in countries with low- and middle-income. A key issue is how to effectively extend next-generation sequencing to all cancer patients, thus empowering treatment decision-making. Concerns also extend to the quality and preservation of tissue samples, as well as the evaluation of health technologies. Moreover, as technology advances, novel next-generation sequencing assessments are being developed, including the study of Fragmentomics. Therefore, our objective was to delineate the primary uses of next-generation sequencing, discussing its' applications, limitations, and prospective paths forward in Oncology.
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Affiliation(s)
- Mariano Zalis
- Oncoclínicas&Co/MedSir, Rio de Janeiro, Brazil
- Medical School of the Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Gilson Gabriel Viana Veloso
- Oncoclínicas&Co/MedSir, Rio de Janeiro, Brazil
- Santa Casa de Misericórdia de Belo Horizonte, Belo Horizonte, Brazil
| | | | | | | | - Silvio Matsas
- Centro de Estudos e Pesquisas de Hematologia e Oncologia (CEPHO), Sao Paulo, Brazil
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Chen H, Wang B, Cai L, Zhang Y, Shu Y, Liu W, Leng X, Zhai J, Niu B, Zhou Q, Cao S. The performance of homopolymer detection using dichromatic and tetrachromatic fluorogenic next-generation sequencing platforms. BMC Genomics 2024; 25:542. [PMID: 38822237 PMCID: PMC11140927 DOI: 10.1186/s12864-024-10474-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 05/29/2024] [Indexed: 06/02/2024] Open
Abstract
OBJECTIVES Homopolymer (HP) sequencing is error-prone in next-generation sequencing (NGS) assays, and may induce false insertion/deletions and substitutions. This study aimed to evaluate the performance of dichromatic and tetrachromatic fluorogenic NGS platforms when sequencing homopolymeric regions. RESULTS A HP-containing plasmid was constructed and diluted to serial frequencies (3%, 10%, 30%, 60%) to determine the performance of an MGISEQ-2000, MGISEQ-200, and NextSeq 2000 in HP sequencing. An evident negative correlation was observed between the detected frequencies of four nucleotide HPs and the HP length. Significantly decreased rates (P < 0.01) were found in all 8-mer HPs in all three NGS systems at all four expected frequencies, except in the NextSeq 2000 at 3%. With the application of a unique molecular identifier (UMI) pipeline, there were no differences between the detected frequencies of any HPs and the expected frequencies, except for poly-G 8-mers using the MGI 200 platform. UMIs improved the performance of all three NGS platforms in HP sequencing. CONCLUSIONS We first constructed an HP-containing plasmid based on an EGFR gene backbone to evaluate the performance of NGS platforms when sequencing homopolymeric regions. A highly comparable performance was observed between the MGISEQ-2000 and NextSeq 2000, and introducing UMIs is a promising approach to improve the performance of NGS platforms in sequencing homopolymeric regions.
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Affiliation(s)
- HuiJuan Chen
- Beijing ChosenMed Clinical Laboratory Co. Ltd, Beijing, 100176, China
- Computer Network Information Center, Chinese Academy of Sciences, Beijing, 100190, China
- WillingMed Technology Beijing Co., Ltd, Beijing, 100176, China
| | - Bing Wang
- Beijing ChosenMed Clinical Laboratory Co. Ltd, Beijing, 100176, China
| | - LiLi Cai
- Beijing ChosenMed Clinical Laboratory Co. Ltd, Beijing, 100176, China
| | - YiRan Zhang
- Beijing ChosenMed Clinical Laboratory Co. Ltd, Beijing, 100176, China
| | - YingShuang Shu
- Beijing ChosenMed Clinical Laboratory Co. Ltd, Beijing, 100176, China
| | - Wen Liu
- Beijing ChosenMed Clinical Laboratory Co. Ltd, Beijing, 100176, China
| | - Xue Leng
- Beijing ChosenMed Clinical Laboratory Co. Ltd, Beijing, 100176, China
| | - JinCheng Zhai
- Beijing ChosenMed Clinical Laboratory Co. Ltd, Beijing, 100176, China
| | - BeiFang Niu
- Beijing ChosenMed Clinical Laboratory Co. Ltd, Beijing, 100176, China.
- Computer Network Information Center, Chinese Academy of Sciences, Beijing, 100190, China.
- ChosenMed Technology (Zhejiang) Co. Ltd, Zhejiang, 311103, China.
| | - QiMing Zhou
- Beijing ChosenMed Clinical Laboratory Co. Ltd, Beijing, 100176, China.
- ChosenMed Technology (Zhejiang) Co. Ltd, Zhejiang, 311103, China.
| | - ShuNan Cao
- Polar Research Institute of China, Shanghai, 201209, China.
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Huang L, Lv Y, Guan S, Yan H, Han L, Wang Z, Han Q, Dai G, Shi Y. High somatic mutations in circulating tumor DNA predict response of metastatic pancreatic ductal adenocarcinoma to first-line nab-paclitaxel plus S-1: prospective study. J Transl Med 2024; 22:184. [PMID: 38378604 PMCID: PMC10877900 DOI: 10.1186/s12967-024-04989-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Accepted: 02/12/2024] [Indexed: 02/22/2024] Open
Abstract
AIMS We previously showed that the nab-paclitaxel plus S-1 (NPS) regimen had promising effects against metastatic pancreatic ducal adenocarcinoma (mPDAC), whose efficacy however could not be precisely predicted by routine biomarkers. This prospective study aimed to investigate the values of mutations in circulating tumor DNA (ctDNA) and their dynamic changes in predicting response of mPDAC to NPS chemotherapy. METHODS Paired tumor tissue and blood samples were prospectively collected from patients with mPDAC receiving first-line NPS chemotherapy, and underwent next-generation sequencing with genomic profiling of 425 genes for ctDNA. High mutation allelic frequency (MAF) was defined as ≥ 30% and ≥ 5% in tumor tissue and blood, respectively. Kappa statistics were used to assess agreement between mutant genes in tumor and ctDNA. Associations of mutations in ctDNA and their dynamic changes with tumor response, overall survival (OS), and progression-free survival (PFS) were assessed using the Kaplan-Meier method, multivariable-adjusted Cox proportional hazards regression, and longitudinal data analysis. RESULTS 147 blood samples and 43 paired tumor specimens from 43 patients with mPDAC were sequenced. The most common driver genes with high MAF were KRAS (tumor, 35%; ctDNA, 37%) and TP53 (tumor, 37%; ctDNA, 33%). Mutation rates of KRAS and TP53 in ctDNA were significantly higher in patients with liver metastasis, with baseline CA19-9 ≥ 2000 U/mL, and/or without an early CA19-9 response. κ values for the 5 most commonly mutated genes between tumor and ctDNA ranged from 0.48 to 0.76. MAFs of the genes mostly decreased sequentially during subsequent measurements, which significantly correlated with objective response, with an increase indicating cancer progression. High mutations of KRAS and ARID1A in both tumor and ctDNA, and of TP53, CDKN2A, and SMAD4 in ctDNA but not in tumor were significantly associated with shorter survival. When predicting 6-month OS, AUCs for the 5 most commonly mutated genes in ctDNA ranged from 0.59 to 0.84, larger than for genes in tumor (0.56 to 0.71) and for clinicopathologic characteristics (0.51 to 0.68). Repeated measurements of mutations in ctDNA significantly differentiated survival and tumor response. Among the 31 patients with ≥ 2 ctDNA tests, longitudinal analysis of changes in gene MAF showed that ctDNA progression was 60 and 58 days ahead of radiologic and CA19-9 progression for 48% and 42% of the patients, respectively. CONCLUSIONS High mutations of multiple driving genes in ctDNA and their dynamic changes could effectively predict response of mPDAC to NPS chemotherapy, with promising reliable predictive performance superior to routine clinicopathologic parameters. Inspiringly, longitudinal ctDNA tracking could predict disease progression about 2 months ahead of radiologic or CA19-9 evaluations, with the potential to precisely devise individualized therapeutic strategies for mPDAC.
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Affiliation(s)
- Lei Huang
- Medical Center on Aging of Ruijin Hospital, MCARJH, Shanghai Jiaotong University School of Medicine, 197 Ruijin Er Road, Shanghai, 200025, China.
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
| | - Yao Lv
- Department of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China
| | - Shasha Guan
- Department of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China
| | - Huan Yan
- Department of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China
| | - Lu Han
- Department of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China
| | - Zhikuan Wang
- Department of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China.
| | - Quanli Han
- Department of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China.
| | - Guanghai Dai
- Department of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China.
| | - Yan Shi
- Department of General Surgery, Shanghai Seventh People's Hospital, Shanghai University of Traditional Chinese Medicine, 358 Datong Road, Gaoqiao Town, Shanghai, 200137, China.
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Levink IJM, Jansen MPHM, Azmani Z, van IJcken W, van Marion R, Peppelenbosch MP, Cahen DL, Fuhler GM, Bruno MJ. Mutation Analysis of Pancreatic Juice and Plasma for the Detection of Pancreatic Cancer. Int J Mol Sci 2023; 24:13116. [PMID: 37685923 PMCID: PMC10487634 DOI: 10.3390/ijms241713116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 07/31/2023] [Accepted: 08/02/2023] [Indexed: 09/10/2023] Open
Abstract
Molecular profiling may enable earlier detection of pancreatic cancer (PC) in high-risk individuals undergoing surveillance and allow for personalization of treatment. We hypothesized that the detection rate of DNA mutations is higher in pancreatic juice (PJ) than in plasma due to its closer contact with the pancreatic ductal system, from which pancreatic cancer cells originate, and higher overall cell-free DNA (cfDNA) concentrations. In this study, we included patients with pathology-proven PC or intraductal papillary mucinous neoplasm (IPMN) with high-grade dysplasia (HGD) from two prospective clinical trials (KRASPanc and PACYFIC) for whom both PJ and plasma were available. We performed next-generation sequencing on PJ, plasma, and tissue samples and described the presence (and concordance) of mutations in these biomaterials. This study included 26 patients (25 PC and 1 IPMN with HGD), of which 7 were women (27%), with a median age of 71 years (IQR 12) and a median BMI of 23 kg/m2 (IQR 4). Ten patients with PC (40%) were (borderline) resectable at baseline. Tissue was available from six patients (resection n = 5, biopsy n = 1). A median volume of 2.9 mL plasma (IQR 1.0 mL) and 0.7 mL PJ (IQR 0.1 mL, p < 0.001) was used for DNA isolation. PJ had a higher median cfDNA concentration (2.6 ng/μL (IQR 4.2)) than plasma (0.29 ng/μL (IQR 0.40)). A total of 41 unique somatic mutations were detected: 24 mutations in plasma (2 KRAS, 15 TP53, 2 SMAD4, 3 CDKN2A 1 CTNNB1, and 1 PIK3CA), 19 in PJ (3 KRAS, 15 TP53, and 1 SMAD4), and 8 in tissue (2 KRAS, 2 CDKN2A, and 4 TP53). The mutation detection rate (and the concordance with tissue) did not differ between plasma and PJ. In conclusion, while the concentration of cfDNA was indeed higher in PJ than in plasma, the mutation detection rate was not different. A few cancer-associated genetic variants were detected in both biomaterials. Further research is needed to increase the detection rate and assess the performance and suitability of plasma and PJ for PC (early) detection.
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Affiliation(s)
- Iris J. M. Levink
- Department of Gastroenterology & Hepatology, Erasmus MC, University Medical Center, 3015 GD Rotterdam, The Netherlands; (M.P.P.); (G.M.F.); (M.J.B.)
| | - Maurice P. H. M. Jansen
- Department of Medical Oncology, Erasmus MC, University Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Zakia Azmani
- Center for Biomics, Erasmus MC, University Medical Center, 3015 GD Rotterdam, The Netherlands (W.v.I.)
| | - Wilfred van IJcken
- Center for Biomics, Erasmus MC, University Medical Center, 3015 GD Rotterdam, The Netherlands (W.v.I.)
| | - Ronald van Marion
- Department of Pathology, Erasmus MC, University Medical Center, 3015 GD Rotterdam, The Netherlands;
| | - Maikel P. Peppelenbosch
- Department of Gastroenterology & Hepatology, Erasmus MC, University Medical Center, 3015 GD Rotterdam, The Netherlands; (M.P.P.); (G.M.F.); (M.J.B.)
| | - Djuna L. Cahen
- Department of Gastroenterology & Hepatology, Erasmus MC, University Medical Center, 3015 GD Rotterdam, The Netherlands; (M.P.P.); (G.M.F.); (M.J.B.)
| | - Gwenny M. Fuhler
- Department of Gastroenterology & Hepatology, Erasmus MC, University Medical Center, 3015 GD Rotterdam, The Netherlands; (M.P.P.); (G.M.F.); (M.J.B.)
| | - Marco J. Bruno
- Department of Gastroenterology & Hepatology, Erasmus MC, University Medical Center, 3015 GD Rotterdam, The Netherlands; (M.P.P.); (G.M.F.); (M.J.B.)
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Hijioka S, Nagashio Y, Maruki Y, Kawasaki Y, Takeshita K, Morizane C, Okusaka T. Endoscopic Ultrasound-Guided Tissue Acquisition of Pancreaticobiliary Cancer Aiming for a Comprehensive Genome Profile. Diagnostics (Basel) 2023; 13:diagnostics13071275. [PMID: 37046493 PMCID: PMC10093621 DOI: 10.3390/diagnostics13071275] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 03/24/2023] [Accepted: 03/27/2023] [Indexed: 03/30/2023] Open
Abstract
In recent years, cancer genomic medicine centered on comprehensive genome profile (CGP) analysis has become widely used in the field of pancreatic cancer. Endoscopic ultrasound-guided tissue acquisition (EUS-TA) has played an important role in pancreatic cancer, and recently, more EUS-TA tissue samples are considered for CGP analysis. Differences exist between the Oncoguide NCC Oncopanel System and Foundation One CDx Cancer Genome Profile, which are CGP tests approved by insurance programs in Japan, including the analysis criteria, optimal needle selection for meeting these criteria, and puncture target. It is important to understand not only the specimen collection factors, but also the specimen processing factors that can increase the success rate of CGP testing. Furthermore, cancer genome medicine is expected to enter an era of increasing turbulence in the future, and endoscopists need to respond flexibly to these changes. Herein, we review the current status of cancer genome medicine in pancreatic and biliary tract cancers and cancer gene panel testing using EUS-TA.
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Telekes A, Horváth A. The Role of Cell-Free DNA in Cancer Treatment Decision Making. Cancers (Basel) 2022; 14:6115. [PMID: 36551600 PMCID: PMC9776613 DOI: 10.3390/cancers14246115] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 11/28/2022] [Accepted: 11/30/2022] [Indexed: 12/14/2022] Open
Abstract
The aim of this review is to evaluate the present status of the use of cell-free DNA and its fraction of circulating tumor DNA (ctDNA) because this year July 2022, an ESMO guideline was published regarding the application of ctDNA in patient care. This review is for clinical oncologists to explain the concept, the terms used, the pros and cons of ctDNA; thus, the technical aspects of the different platforms are not reviewed in detail, but we try to help in navigating the current knowledge in liquid biopsy. Since the validated and adequately sensitive ctDNA assays have utility in identifying actionable mutations to direct targeted therapy, ctDNA may be used for this soon in routine clinical practice and in other different areas as well. The cfDNA fragments can be obtained by liquid biopsy and can be used for diagnosis, prognosis, and selecting among treatment options in cancer patients. A great proportion of cfDNA comes from normal cells of the body or from food uptake. Only a small part (<1%) of it is related to tumors, originating from primary tumors, metastatic sites, or circulating tumor cells (CTCs). Soon the data obtained from ctDNA may routinely be used for finding minimal residual disease, detecting relapse, and determining the sites of metastases. It might also be used for deciding appropriate therapy, and/or emerging resistance to the therapy and the data analysis of ctDNA may be combined with imaging or other markers. However, to achieve this goal, further clinical validations are inevitable. As a result, clinicians should be aware of the limitations of the assays. Of course, several open questions are still under research and because of it cfDNA and ctDNA testing are not part of routine care yet.
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Affiliation(s)
- András Telekes
- Omnimed-Etosz, Ltd., 81 Széher Rd., 1021 Budapest, Hungary
- Semmelweis University, 26. Üllői Rd., 1085 Budapest, Hungary
| | - Anna Horváth
- Department of Internal Medicine and Haematology, Semmelweis University, 46. Szentkirályi Rd., 1088 Budapest, Hungary
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