Role of Circulating Tumor DNA in Gastrointestinal Cancers: Current Knowledge and Perspectives
Abstract
:Simple Summary
Abstract
1. Introduction
2. Molecular Aspects
3. Early Cancer Detection through Circulating Tumor DNA and Molecular Profile Determination
3.1. Colorectal Cancer
3.2. Pancreatic Cancer
3.3. Esophageal and Gastric Cancer
3.4. Hepatocellular Carcinoma
3.5. Other GI Cancers
4. Minimal Residual Disease and Detection of Early Recurrence
4.1. Colorectal Cancer
4.2. Pancreatic Cancer
4.3. Esophageal and Gastric Cancer
4.4. Hepatocellular Carcinoma
4.5. Other GI Cancers
5. Circulating Tumor DNA as Tumor Burden and/or Prognostic Marker in GI Cancers
5.1. Colorectal Cancer
5.2. Pancreatic Cancer
5.3. Esophageal and Gastric Cancer
5.4. Hepatocellular Carcinoma
5.5. Other GI Cancers
6. Circulating Tumor DNA to Monitor Treatment Response and Detect Acquired Resistance
6.1. Colorectal Cancer
6.2. Pancreatic Cancer
6.3. Esophageal and Gastric Cancer
6.4. Hepatocellular Carcinoma
6.5. Other GI Cancers
7. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
- Chan, A.K.C.; Chiu, R.W.K.; Lo, Y.M.D. Clinical Sciences Reviews Committee of the Association of Clinical Biochemists Cell-Free Nucleic Acids in Plasma, Serum and Urine: A New Tool in Molecular Diagnosis. Ann. Clin. Biochem. 2003, 40, 122–130. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Schwarzenbach, H.; Hoon, D.S.B.; Pantel, K. Cell-Free Nucleic Acids as Biomarkers in Cancer Patients. Nat. Rev. Cancer 2011, 11, 426–437. [Google Scholar] [CrossRef] [PubMed]
- Leon, S.A.; Shapiro, B.; Sklaroff, D.M.; Yaros, M.J. Free DNA in the Serum of Cancer Patients and the Effect of Therapy. Cancer Res. 1977, 37, 646–650. [Google Scholar] [PubMed]
- Haber, D.A.; Velculescu, V.E. Blood-Based Analyses of Cancer: Circulating Tumor Cells and Circulating Tumor DNA. Cancer Discov. 2014, 4, 650–661. [Google Scholar] [CrossRef] [Green Version]
- Phallen, J.; Sausen, M.; Adleff, V.; Leal, A.; Hruban, C.; White, J.; Anagnostou, V.; Fiksel, J.; Cristiano, S.; Papp, E.; et al. Direct Detection of Early-Stage Cancers Using Circulating Tumor DNA. Sci. Transl. Med. 2017, 9, eaan2415. [Google Scholar] [CrossRef] [Green Version]
- Pekin, D.; Skhiri, Y.; Baret, J.-C.; Le Corre, D.; Mazutis, L.; Salem, C.B.; Millot, F.; El Harrak, A.; Hutchison, J.B.; Larson, J.W.; et al. Quantitative and Sensitive Detection of Rare Mutations Using Droplet-Based Microfluidics. Lab. Chip. 2011, 11, 2156–2166. [Google Scholar] [CrossRef]
- Manoharan, A.; Sambandam, R.; Bhat, V. Recent Technologies Enhancing the Clinical Utility of Circulating Tumor DNA. Clin. Chim. Acta. 2020, 510, 498–506. [Google Scholar] [CrossRef]
- Hindson, B.J.; Ness, K.D.; Masquelier, D.A.; Belgrader, P.; Heredia, N.J.; Makarewicz, A.J.; Bright, I.J.; Lucero, M.Y.; Hiddessen, A.L.; Legler, T.C.; et al. High-Throughput Droplet Digital PCR System for Absolute Quantitation of DNA Copy Number. Anal. Chem. 2011, 83, 8604–8610. [Google Scholar] [CrossRef]
- Suzuki, T.; Suzuki, T.; Yoshimura, Y.; Yahata, M.; Yew, P.Y.; Nakamura, T.; Nakamura, Y.; Park, J.-H.; Matsuo, R. Detection of Circulating Tumor DNA in Patients of Operative Colorectal and Gastric Cancers. Oncotarget 2020, 11, 3198–3207. [Google Scholar] [CrossRef]
- Huerta, M.; Roselló, S.; Sabater, L.; Ferrer, A.; Tarazona, N.; Roda, D.; Gambardella, V.; Alfaro-Cervelló, C.; Garcés-Albir, M.; Cervantes, A.; et al. Circulating Tumor DNA Detection by Digital-Droplet PCR in Pancreatic Ductal Adenocarcinoma: A Systematic Review. Cancers 2021, 13, 994. [Google Scholar] [CrossRef]
- Buscail, L.; Bournet, B.; Cordelier, P. Role of Oncogenic KRAS in the Diagnosis, Prognosis and Treatment of Pancreatic Cancer. Nat. Rev. Gastroenterol Hepatol. 2020, 17, 153–168. [Google Scholar] [CrossRef]
- Pécuchet, N.; Rozenholc, Y.; Zonta, E.; Pietrasz, D.; Didelot, A.; Combe, P.; Gibault, L.; Bachet, J.-B.; Taly, V.; Fabre, E.; et al. Analysis of Base-Position Error Rate of Next-Generation Sequencing to Detect Tumor Mutations in Circulating DNA. Clin. Chem. 2016, 62, 1492–1503. [Google Scholar] [CrossRef]
- Kou, R.; Lam, H.; Duan, H.; Ye, L.; Jongkam, N.; Chen, W.; Zhang, S.; Li, S. Benefits and Challenges with Applying Unique Molecular Identifiers in Next Generation Sequencing to Detect Low Frequency Mutations. PLoS ONE 2016, 11, e0146638. [Google Scholar] [CrossRef] [Green Version]
- Elazezy, M.; Joosse, S.A. Techniques of Using Circulating Tumor DNA as a Liquid Biopsy Component in Cancer Management. Comput. Struct. Biotechnol. J. 2018, 16, 370–378. [Google Scholar] [CrossRef]
- Lam, S.N.; Zhou, Y.C.; Chan, Y.M.; Foo, C.M.; Lee, P.Y.; Mok, W.Y.; Wong, W.S.; Fung, Y.Y.; Wong, K.Y.; Huang, J.Y.; et al. Comparison of Target Enrichment Platforms for Circulating Tumor DNA Detection. Sci. Rep. 2020, 10, 4124. [Google Scholar] [CrossRef] [Green Version]
- Verma, S.; Moore, M.W.; Ringler, R.; Ghosal, A.; Horvath, K.; Naef, T.; Anvari, S.; Cotter, P.D.; Gunn, S. Analytical Performance Evaluation of a Commercial next Generation Sequencing Liquid Biopsy Platform Using Plasma CtDNA, Reference Standards, and Synthetic Serial Dilution Samples Derived from Normal Plasma. BMC Cancer 2020, 20, 945. [Google Scholar] [CrossRef]
- Thakur, K.; Singh, M.S.; Feldstein-Davydova, S.; Hannes, V.; Hershkovitz, D.; Tsuriel, S. Extracellular Vesicle-Derived DNA vs. CfDNA as a Biomarker for the Detection of Colon Cancer. Genes 2021, 12, 1171. [Google Scholar] [CrossRef]
- Shen, S.Y.; Singhania, R.; Fehringer, G.; Chakravarthy, A.; Roehrl, M.H.A.; Chadwick, D.; Zuzarte, P.C.; Borgida, A.; Wang, T.T.; Li, T.; et al. Sensitive Tumour Detection and Classification Using Plasma Cell-Free DNA Methylomes. Nature 2018, 563, 579–583. [Google Scholar] [CrossRef]
- Klein, E.A.; Richards, D.; Cohn, A.; Tummala, M.; Lapham, R.; Cosgrove, D.; Chung, G.; Clement, J.; Gao, J.; Hunkapiller, N.; et al. Clinical Validation of a Targeted Methylation-Based Multi-Cancer Early Detection Test Using an Independent Validation Set. Ann. Oncol. 2021, 32, 1167–1177. [Google Scholar] [CrossRef]
- Mathios, D.; Johansen, J.S.; Cristiano, S.; Medina, J.E.; Phallen, J.; Larsen, K.R.; Bruhm, D.C.; Niknafs, N.; Ferreira, L.; Adleff, V.; et al. Detection and Characterization of Lung Cancer Using Cell-Free DNA Fragmentomes. Nat. Commun. 2021, 12, 5060. [Google Scholar] [CrossRef]
- Lamy, P.-J.; van der Leest, P.; Lozano, N.; Becht, C.; Duboeuf, F.; Groen, H.J.M.; Hilgers, W.; Pourel, N.; Rifaela, N.; Schuuring, E.; et al. Mass Spectrometry as a Highly Sensitive Method for Specific Circulating Tumor DNA Analysis in NSCLC: A Comparison Study. Cancers 2020, 12, 3002. [Google Scholar] [CrossRef]
- Li, Y.; Zheng, Y.; Wu, L.; Li, J.; Ji, J.; Yu, Q.; Dai, W.; Feng, J.; Wu, J.; Guo, C. Current Status of CtDNA in Precision Oncology for Hepatocellular Carcinoma. J. Exp. Clin. Cancer Res. 2021, 40, 140. [Google Scholar] [CrossRef]
- Campuzano, S.; Serafín, V.; Gamella, M.; Pedrero, M.; Yáñez-Sedeño, P.; Pingarrón, J.M. Opportunities, Challenges, and Prospects in Electrochemical Biosensing of Circulating Tumor DNA and Its Specific Features. Sensors 2019, 19, 3762. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Merker, J.D.; Oxnard, G.R.; Compton, C.; Diehn, M.; Hurley, P.; Lazar, A.J.; Lindeman, N.; Lockwood, C.M.; Rai, A.J.; Schilsky, R.L.; et al. Circulating Tumor DNA Analysis in Patients with Cancer: American Society of Clinical Oncology and College of American Pathologists Joint Review. J. Clin. Oncol. 2018, 36, 1631–1641. [Google Scholar] [CrossRef]
- Chen, X.; Gole, J.; Gore, A.; He, Q.; Lu, M.; Min, J.; Yuan, Z.; Yang, X.; Jiang, Y.; Zhang, T.; et al. Non-Invasive Early Detection of Cancer Four Years before Conventional Diagnosis Using a Blood Test. Nat. Commun. 2020, 11, 3475. [Google Scholar] [CrossRef]
- Garrigou, S.; Perkins, G.; Garlan, F.; Normand, C.; Didelot, A.; Le Corre, D.; Peyvandi, S.; Mulot, C.; Niarra, R.; Aucouturier, P.; et al. A Study of Hypermethylated Circulating Tumor DNA as a Universal Colorectal Cancer Biomarker. Clin. Chem. 2016, 62, 1129–1139. [Google Scholar] [CrossRef] [Green Version]
- Van Cutsem, E.; Köhne, C.-H.; Hitre, E.; Zaluski, J.; Chang Chien, C.-R.; Makhson, A.; D’Haens, G.; Pintér, T.; Lim, R.; Bodoky, G.; et al. Cetuximab and Chemotherapy as Initial Treatment for Metastatic Colorectal Cancer. N. Engl. J. Med. 2009, 360, 1408–1417. [Google Scholar] [CrossRef] [Green Version]
- Douillard, J.-Y.; Oliner, K.S.; Siena, S.; Tabernero, J.; Burkes, R.; Barugel, M.; Humblet, Y.; Bodoky, G.; Cunningham, D.; Jassem, J.; et al. Panitumumab-FOLFOX4 Treatment and RAS Mutations in Colorectal Cancer. N. Engl. J. Med. 2013, 369, 1023–1034. [Google Scholar] [CrossRef] [Green Version]
- Kopetz, S.; Grothey, A.; Yaeger, R.; Van Cutsem, E.; Desai, J.; Yoshino, T.; Wasan, H.; Ciardiello, F.; Loupakis, F.; Hong, Y.S.; et al. Encorafenib, Binimetinib, and Cetuximab in BRAF V600E-Mutated Colorectal Cancer. N. Engl. J. Med. 2019, 381, 1632–1643. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Thierry, A.R.; Mouliere, F.; El Messaoudi, S.; Mollevi, C.; Lopez-Crapez, E.; Rolet, F.; Gillet, B.; Gongora, C.; Dechelotte, P.; Robert, B.; et al. Clinical Validation of the Detection of KRAS and BRAF Mutations from Circulating Tumor DNA. Nat. Med. 2014, 20, 430–435. [Google Scholar] [CrossRef] [PubMed]
- Taly, V.; Pekin, D.; Benhaim, L.; Kotsopoulos, S.K.; Le Corre, D.; Li, X.; Atochin, I.; Link, D.R.; Griffiths, A.D.; Pallier, K.; et al. Multiplex Picodroplet Digital PCR to Detect KRAS Mutations in Circulating DNA from the Plasma of Colorectal Cancer Patients. Clin. Chem. 2013, 59, 1722–1731. [Google Scholar] [CrossRef]
- Bachet, J.B.; Bouché, O.; Taieb, J.; Dubreuil, O.; Garcia, M.L.; Meurisse, A.; Normand, C.; Gornet, J.M.; Artru, P.; Louafi, S.; et al. RAS Mutation Analysis in Circulating Tumor DNA from Patients with Metastatic Colorectal Cancer: The AGEO RASANC Prospective Multicenter Study. Ann. Oncol. 2018, 29, 1211–1219. [Google Scholar] [CrossRef]
- Gerlinger, M.; Rowan, A.J.; Horswell, S.; Math, M.; Larkin, J.; Endesfelder, D.; Gronroos, E.; Martinez, P.; Matthews, N.; Stewart, A.; et al. Intratumor Heterogeneity and Branched Evolution Revealed by Multiregion Sequencing. N. Engl. J. Med. 2012, 366, 883–892. [Google Scholar] [CrossRef] [Green Version]
- Kleppe, M.; Levine, R.L. Tumor Heterogeneity Confounds and Illuminates: Assessing the Implications. Nat. Med. 2014, 20, 342–344. [Google Scholar] [CrossRef]
- Spindler, K.-L.G.; Pallisgaard, N.; Vogelius, I.; Jakobsen, A. Quantitative Cell-Free DNA, KRAS, and BRAF Mutations in Plasma from Patients with Metastatic Colorectal Cancer during Treatment with Cetuximab and Irinotecan. Clin. Cancer Res. 2012, 18, 1177–1185. [Google Scholar] [CrossRef] [Green Version]
- Spindler, K.-L.G.; Pallisgaard, N.; Appelt, A.L.; Andersen, R.F.; Schou, J.V.; Nielsen, D.; Pfeiffer, P.; Yilmaz, M.; Johansen, J.S.; Hoegdall, E.V.; et al. Clinical Utility of KRAS Status in Circulating Plasma DNA Compared to Archival Tumour Tissue from Patients with Metastatic Colorectal Cancer Treated with Anti-Epidermal Growth Factor Receptor Therapy. Eur. J. Cancer 2015, 51, 2678–2685. [Google Scholar] [CrossRef]
- Almoguera, C.; Shibata, D.; Forrester, K.; Martin, J.; Arnheim, N.; Perucho, M. Most Human Carcinomas of the Exocrine Pancreas Contain Mutant C-K-Ras Genes. Cell 1988, 53, 549–554. [Google Scholar] [CrossRef] [Green Version]
- Hruban, R.H.; van Mansfeld, A.D.; Offerhaus, G.J.; van Weering, D.H.; Allison, D.C.; Goodman, S.N.; Kensler, T.W.; Bose, K.K.; Cameron, J.L.; Bos, J.L. K-Ras Oncogene Activation in Adenocarcinoma of the Human Pancreas. A Study of 82 Carcinomas Using a Combination of Mutant-Enriched Polymerase Chain Reaction Analysis and Allele-Specific Oligonucleotide Hybridization. Am. J. Pathol. 1993, 143, 545–554. [Google Scholar]
- Algül, H.; Treiber, M.; Lesina, M.; Schmid, R.M. Mechanisms of Disease: Chronic Inflammation and Cancer in the Pancreas—A Potential Role for Pancreatic Stellate Cells? Nat. Clin. Pract. Gastroenterol Hepatol 2007, 4, 454–462. [Google Scholar] [CrossRef] [PubMed]
- Bailey, P.; Chang, D.K.; Nones, K.; Johns, A.L.; Patch, A.-M.; Gingras, M.-C.; Miller, D.K.; Christ, A.N.; Bruxner, T.J.C.; Quinn, M.C.; et al. Genomic Analyses Identify Molecular Subtypes of Pancreatic Cancer. Nature 2016, 531, 47–52. [Google Scholar] [CrossRef]
- Kim, M.K.; Woo, S.M.; Park, B.; Yoon, K.-A.; Kim, Y.-H.; Joo, J.; Lee, W.J.; Han, S.-S.; Park, S.-J.; Kong, S.-Y. Prognostic Implications of Multiplex Detection of KRAS Mutations in Cell-Free DNA from Patients with Pancreatic Ductal Adenocarcinoma. Clin. Chem. 2018, 64, 726–734. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Chen, L.; Zhang, Y.; Cheng, Y.; Zhang, D.; Zhu, S.; Ma, X. Prognostic Value of Circulating Cell-Free DNA in Patients with Pancreatic Cancer: A Systemic Review and Meta-Analysis. Gene 2018, 679, 328–334. [Google Scholar] [CrossRef] [PubMed]
- Singh, N.; Gupta, S.; Pandey, R.M.; Chauhan, S.S.; Saraya, A. High Levels of Cell-Free Circulating Nucleic Acids in Pancreatic Cancer Are Associated with Vascular Encasement, Metastasis and Poor Survival. Cancer Invest. 2015, 33, 78–85. [Google Scholar] [CrossRef]
- Pietrasz, D.; Pécuchet, N.; Garlan, F.; Didelot, A.; Dubreuil, O.; Doat, S.; Imbert-Bismut, F.; Karoui, M.; Vaillant, J.-C.; Taly, V.; et al. Plasma Circulating Tumor DNA in Pancreatic Cancer Patients Is a Prognostic Marker. Clin. Cancer Res. 2017, 23, 116–123. [Google Scholar] [CrossRef] [Green Version]
- Luchini, C.; Veronese, N.; Nottegar, A.; Cappelletti, V.; Daidone, M.G.; Smith, L.; Parris, C.; Brosens, L.A.A.; Caruso, M.G.; Cheng, L.; et al. Liquid Biopsy as Surrogate for Tissue for Molecular Profiling in Pancreatic Cancer: A Meta-Analysis Towards Precision Medicine. Cancers 2019, 11, 1152. [Google Scholar] [CrossRef] [Green Version]
- Adamo, P.; Cowley, C.M.; Neal, C.P.; Mistry, V.; Page, K.; Dennison, A.R.; Isherwood, J.; Hastings, R.; Luo, J.; Moore, D.A.; et al. Profiling Tumour Heterogeneity through Circulating Tumour DNA in Patients with Pancreatic Cancer. Oncotarget 2017, 8, 87221–87233. [Google Scholar] [CrossRef] [Green Version]
- Berger, A.W.; Schwerdel, D.; Ettrich, T.J.; Hann, A.; Schmidt, S.A.; Kleger, A.; Marienfeld, R.; Seufferlein, T. Targeted Deep Sequencing of Circulating Tumor DNA in Metastatic Pancreatic Cancer. Oncotarget 2018, 9, 2076–2085. [Google Scholar] [CrossRef] [Green Version]
- Park, G.; Park, J.K.; Son, D.-S.; Shin, S.-H.; Kim, Y.J.; Jeon, H.-J.; Lee, J.; Park, W.-Y.; Lee, K.H.; Park, D. Utility of Targeted Deep Sequencing for Detecting Circulating Tumor DNA in Pancreatic Cancer Patients. Sci. Rep. 2018, 8, 11631. [Google Scholar] [CrossRef]
- Eissa, M.A.L.; Lerner, L.; Abdelfatah, E.; Shankar, N.; Canner, J.K.; Hasan, N.M.; Yaghoobi, V.; Huang, B.; Kerner, Z.; Takaesu, F.; et al. Promoter Methylation of ADAMTS1 and BNC1 as Potential Biomarkers for Early Detection of Pancreatic Cancer in Blood. Clin. Epigenetics 2019, 11, 59. [Google Scholar] [CrossRef]
- Rashid, S.; Singh, N.; Gupta, S.; Rashid, S.; Nalika, N.; Sachdev, V.; Bal, C.S.; Datta Gupta, S.; Chauhan, S.S.; Saraya, A. Progression of Chronic Pancreatitis to Pancreatic Cancer: Is There a Role of Gene Mutations as a Screening Tool? Pancreas 2018, 47, 227–232. [Google Scholar] [CrossRef]
- Berger, A.W.; Schwerdel, D.; Costa, I.G.; Hackert, T.; Strobel, O.; Lam, S.; Barth, T.F.; Schröppel, B.; Meining, A.; Büchler, M.W.; et al. Detection of Hot-Spot Mutations in Circulating Cell-Free DNA From Patients with Intraductal Papillary Mucinous Neoplasms of the Pancreas. Gastroenterology 2016, 151, 267–270. [Google Scholar] [CrossRef]
- Sefrioui, D.; Blanchard, F.; Toure, E.; Basile, P.; Beaussire, L.; Dolfus, C.; Perdrix, A.; Paresy, M.; Antonietti, M.; Iwanicki-Caron, I.; et al. Diagnostic Value of CA19.9, Circulating Tumour DNA and Circulating Tumour Cells in Patients with Solid Pancreatic Tumours. Br. J. Cancer 2017, 117, 1017–1025. [Google Scholar] [CrossRef]
- Berger, A.W.; Schwerdel, D.; Reinacher-Schick, A.; Uhl, W.; Algül, H.; Friess, H.; Janssen, K.-P.; König, A.; Ghadimi, M.; Gallmeier, E.; et al. A Blood-Based Multi Marker Assay Supports the Differential Diagnosis of Early-Stage Pancreatic Cancer. Theranostics 2019, 9, 1280–1287. [Google Scholar] [CrossRef]
- Wang, Z.-Y.; Ding, X.-Q.; Zhu, H.; Wang, R.-X.; Pan, X.-R.; Tong, J.-H. KRAS Mutant Allele Fraction in Circulating Cell-Free DNA Correlates with Clinical Stage in Pancreatic Cancer Patients. Front Oncol. 2019, 9, 1295. [Google Scholar] [CrossRef] [PubMed]
- Pectasides, E.; Stachler, M.D.; Derks, S.; Liu, Y.; Maron, S.; Islam, M.; Alpert, L.; Kwak, H.; Kindler, H.; Polite, B.; et al. Genomic Heterogeneity as a Barrier to Precision Medicine in Gastroesophageal Adenocarcinoma. Cancer Discov. 2018, 8, 37–48. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Frankell, A.M.; Jammula, S.; Li, X.; Contino, G.; Killcoyne, S.; Abbas, S.; Perner, J.; Bower, L.; Devonshire, G.; Ococks, E.; et al. The Landscape of Selection in 551 Esophageal Adenocarcinomas Defines Genomic Biomarkers for the Clinic. Nat. Genet. 2019, 51, 506–516. [Google Scholar] [CrossRef] [PubMed]
- Zang, Z.J.; Ong, C.K.; Cutcutache, I.; Yu, W.; Zhang, S.L.; Huang, D.; Ler, L.D.; Dykema, K.; Gan, A.; Tao, J.; et al. Genetic and Structural Variation in the Gastric Cancer Kinome Revealed through Targeted Deep Sequencing. Cancer Res. 2011, 71, 29–39. [Google Scholar] [CrossRef] [Green Version]
- Deng, N.; Goh, L.K.; Wang, H.; Das, K.; Tao, J.; Tan, I.B.; Zhang, S.; Lee, M.; Wu, J.; Lim, K.H.; et al. A Comprehensive Survey of Genomic Alterations in Gastric Cancer Reveals Systematic Patterns of Molecular Exclusivity and Co-Occurrence among Distinct Therapeutic Targets. Gut. 2012, 61, 673–684. [Google Scholar] [CrossRef]
- Stachler, M.D.; Taylor-Weiner, A.; Peng, S.; McKenna, A.; Agoston, A.T.; Odze, R.D.; Davison, J.M.; Nason, K.S.; Loda, M.; Leshchiner, I.; et al. Paired Exome Analysis of Barrett’s Esophagus and Adenocarcinoma. Nat. Genet. 2015, 47, 1047–1055. [Google Scholar] [CrossRef] [Green Version]
- Wong, G.S.; Zhou, J.; Liu, J.B.; Wu, Z.; Xu, X.; Li, T.; Xu, D.; Schumacher, S.E.; Puschhof, J.; McFarland, J.; et al. Targeting Wild-Type KRAS-Amplified Gastroesophageal Cancer through Combined MEK and SHP2 Inhibition. Nat. Med. 2018, 24, 968–977. [Google Scholar] [CrossRef]
- Kato, S.; Okamura, R.; Baumgartner, J.M.; Patel, H.; Leichman, L.; Kelly, K.; Sicklick, J.K.; Fanta, P.T.; Lippman, S.M.; Kurzrock, R. Analysis of Circulating Tumor DNA and Clinical Correlates in Patients with Esophageal, Gastroesophageal Junction, and Gastric Adenocarcinoma. Clin. Cancer Res. 2018, 24, 6248–6256. [Google Scholar] [CrossRef] [Green Version]
- Gao, Y.; Zhang, K.; Xi, H.; Cai, A.; Wu, X.; Cui, J.; Li, J.; Qiao, Z.; Wei, B.; Chen, L. Diagnostic and Prognostic Value of Circulating Tumor DNA in Gastric Cancer: A Meta-Analysis. Oncotarget 2017, 8, 6330–6340. [Google Scholar] [CrossRef] [Green Version]
- Maron, S.B.; Chase, L.M.; Lomnicki, S.; Kochanny, S.; Moore, K.L.; Joshi, S.S.; Landron, S.; Johnson, J.; Kiedrowski, L.A.; Nagy, R.J.; et al. Circulating Tumor DNA Sequencing Analysis of Gastroesophageal Adenocarcinoma. Clin. Cancer Res. 2019, 25, 7098–7112. [Google Scholar] [CrossRef] [Green Version]
- Saluja, H.; Karapetis, C.S.; Pedersen, S.K.; Young, G.P.; Symonds, E.L. The Use of Circulating Tumor DNA for Prognosis of Gastrointestinal Cancers. Front. Oncol. 2018, 8, 275. [Google Scholar] [CrossRef]
- Balgkouranidou, I.; Matthaios, D.; Karayiannakis, A.; Bolanaki, H.; Michailidis, P.; Xenidis, N.; Amarantidis, K.; Chelis, L.; Trypsianis, G.; Chatzaki, E.; et al. Prognostic Role of APC and RASSF1A Promoter Methylation Status in Cell Free Circulating DNA of Operable Gastric Cancer Patients. Mutat. Res. 2015, 778, 46–51. [Google Scholar] [CrossRef]
- Luo, H.; Li, H.; Hu, Z.; Wu, H.; Liu, C.; Li, Y.; Zhang, X.; Lin, P.; Hou, Q.; Ding, G.; et al. Noninvasive Diagnosis and Monitoring of Mutations by Deep Sequencing of Circulating Tumor DNA in Esophageal Squamous Cell Carcinoma. Biochem. Biophys. Res. Commun. 2016, 471, 596–602. [Google Scholar] [CrossRef]
- Tate, J.G.; Bamford, S.; Jubb, H.C.; Sondka, Z.; Beare, D.M.; Bindal, N.; Boutselakis, H.; Cole, C.G.; Creatore, C.; Dawson, E.; et al. COSMIC: The Catalogue of Somatic Mutations In Cancer. Nucleic Acids Res. 2019, 47, D941–D947. [Google Scholar] [CrossRef] [Green Version]
- Huang, A.; Zhang, X.; Zhou, S.-L.; Cao, Y.; Huang, X.-W.; Fan, J.; Yang, X.-R.; Zhou, J. Detecting Circulating Tumor DNA in Hepatocellular Carcinoma Patients Using Droplet Digital PCR Is Feasible and Reflects Intratumoral Heterogeneity. J. Cancer 2016, 7, 1907–1914. [Google Scholar] [CrossRef] [Green Version]
- Liao, W.; Yang, H.; Xu, H.; Wang, Y.; Ge, P.; Ren, J.; Xu, W.; Lu, X.; Sang, X.; Zhong, S.; et al. Noninvasive Detection of Tumor-Associated Mutations from Circulating Cell-Free DNA in Hepatocellular Carcinoma Patients by Targeted Deep Sequencing. Oncotarget 2016, 7, 40481–40490. [Google Scholar] [CrossRef] [Green Version]
- Jiao, J.; Watt, G.P.; Stevenson, H.L.; Calderone, T.L.; Fisher-Hoch, S.P.; Ye, Y.; Wu, X.; Vierling, J.M.; Beretta, L. Telomerase Reverse Transcriptase Mutations in Plasma DNA in Patients with Hepatocellular Carcinoma or Cirrhosis: Prevalence and Risk Factors. Hepatol Commun. 2018, 2, 718–731. [Google Scholar] [CrossRef]
- Marchio, A.; Amougou Atsama, M.; Béré, A.; Komas, N.-P.; Noah Noah, D.; Atangana, P.J.A.; Camengo-Police, S.-M.; Njouom, R.; Bekondi, C.; Pineau, P. Droplet Digital PCR Detects High Rate of TP53 R249S Mutants in Cell-Free DNA of Middle African Patients with Hepatocellular Carcinoma. Clin. Exp. Med. 2018, 18, 421–431. [Google Scholar] [CrossRef] [Green Version]
- Jiao, J.; Niu, W.; Wang, Y.; Baggerly, K.; Ye, Y.; Wu, X.; Davenport, D.; Almeda, J.L.; Betancourt-Garcia, M.M.; Forse, R.A.; et al. Prevalence of Aflatoxin-Associated TP53R249S Mutation in Hepatocellular Carcinoma in Hispanics in South Texas. Cancer Prev. Res. 2018, 11, 103–112. [Google Scholar] [CrossRef] [Green Version]
- Ng, C.K.Y.; Di Costanzo, G.G.; Tosti, N.; Paradiso, V.; Coto-Llerena, M.; Roscigno, G.; Perrina, V.; Quintavalle, C.; Boldanova, T.; Wieland, S.; et al. Genetic Profiling Using Plasma-Derived Cell-Free DNA in Therapy-Naïve Hepatocellular Carcinoma Patients: A Pilot Study. Ann. Oncol. 2018, 29, 1286–1291. [Google Scholar] [CrossRef] [Green Version]
- Kisiel, J.B.; Dukek, B.A.; Kanipakam, V.S.R.; Ghoz, H.M.; Yab, T.C.; Berger, C.K.; Taylor, W.R.; Foote, P.H.; Giama, N.H.; Onyirioha, K.; et al. Hepatocellular Carcinoma Detection by Plasma Methylated DNA: Discovery, Phase I Pilot, and Phase II Clinical Validation. Hepatology 2019, 69, 1180–1192. [Google Scholar] [CrossRef] [PubMed]
- Wong, I.H.; Lo, Y.M.; Zhang, J.; Liew, C.T.; Ng, M.H.; Wong, N.; Lai, P.B.; Lau, W.Y.; Hjelm, N.M.; Johnson, P.J. Detection of Aberrant P16 Methylation in the Plasma and Serum of Liver Cancer Patients. Cancer Res. 1999, 59, 71–73. [Google Scholar] [PubMed]
- Wong, I.H.; Lo, Y.M.; Yeo, W.; Lau, W.Y.; Johnson, P.J. Frequent P15 Promoter Methylation in Tumor and Peripheral Blood from Hepatocellular Carcinoma Patients. Clin. Cancer Res. 2000, 6, 3516–3521. [Google Scholar] [PubMed]
- Wang, J.; Qin, Y.; Li, B.; Sun, Z.; Yang, B. Detection of Aberrant Promoter Methylation of GSTP1 in the Tumor and Serum of Chinese Human Primary Hepatocellular Carcinoma Patients. Clin. Biochem. 2006, 39, 344–348. [Google Scholar] [CrossRef]
- Zhang, Y.-J.; Wu, H.-C.; Shen, J.; Ahsan, H.; Tsai, W.Y.; Yang, H.-I.; Wang, L.-Y.; Chen, S.-Y.; Chen, C.-J.; Santella, R.M. Predicting Hepatocellular Carcinoma by Detection of Aberrant Promoter Methylation in Serum DNA. Clin Cancer Res. 2007, 13, 2378–2384. [Google Scholar] [CrossRef] [Green Version]
- Zhang, C.; Li, J.; Huang, T.; Duan, S.; Dai, D.; Jiang, D.; Sui, X.; Li, D.; Chen, Y.; Ding, F.; et al. Meta-Analysis of DNA Methylation Biomarkers in Hepatocellular Carcinoma. Oncotarget 2016, 7, 81255–81267. [Google Scholar] [CrossRef] [Green Version]
- Chan, K.C.A.; Lai, P.B.S.; Mok, T.S.K.; Chan, H.L.Y.; Ding, C.; Yeung, S.W.; Lo, Y.M.D. Quantitative Analysis of Circulating Methylated DNA as a Biomarker for Hepatocellular Carcinoma. Clin. Chem. 2008, 54, 1528–1536. [Google Scholar] [CrossRef]
- Yeo, W.; Wong, N.; Wong, W.-L.; Lai, P.B.S.; Zhong, S.; Johnson, P.J. High Frequency of Promoter Hypermethylation of RASSF1A in Tumor and Plasma of Patients with Hepatocellular Carcinoma. Liver Int. 2005, 25, 266–272. [Google Scholar] [CrossRef]
- Dong, X.; Hou, Q.; Chen, Y.; Wang, X. Diagnostic Value of the Methylation of Multiple Gene Promoters in Serum in Hepatitis B Virus-Related Hepatocellular Carcinoma. Dis. Markers 2017, 2017, 977. [Google Scholar] [CrossRef] [Green Version]
- Holmila, R.; Sklias, A.; Muller, D.C.; Degli Esposti, D.; Guilloreau, P.; Mckay, J.; Sangrajrang, S.; Srivatanakul, P.; Hainaut, P.; Merle, P.; et al. Targeted Deep Sequencing of Plasma Circulating Cell-Free DNA Reveals Vimentin and Fibulin 1 as Potential Epigenetic Biomarkers for Hepatocellular Carcinoma. PLoS ONE 2017, 12, e0174265. [Google Scholar] [CrossRef] [Green Version]
- Oussalah, A.; Rischer, S.; Bensenane, M.; Conroy, G.; Filhine-Tresarrieu, P.; Debard, R.; Forest-Tramoy, D.; Josse, T.; Reinicke, D.; Garcia, M.; et al. Plasma MSEPT9: A Novel Circulating Cell-Free DNA-Based Epigenetic Biomarker to Diagnose Hepatocellular Carcinoma. EBioMedicine 2018, 30, 138–147. [Google Scholar] [CrossRef] [Green Version]
- Hlady, R.A.; Zhao, X.; Pan, X.; Yang, J.D.; Ahmed, F.; Antwi, S.O.; Giama, N.H.; Patel, T.; Roberts, L.R.; Liu, C.; et al. Genome-Wide Discovery and Validation of Diagnostic DNA Methylation-Based Biomarkers for Hepatocellular Cancer Detection in Circulating Cell Free DNA. Theranostics 2019, 9, 7239–7250. [Google Scholar] [CrossRef]
- Sun, F.-K.; Fan, Y.-C.; Zhao, J.; Zhang, F.; Gao, S.; Zhao, Z.-H.; Sun, Q.; Wang, K. Detection of TFPI2 Methylation in the Serum of Hepatocellular Carcinoma Patients. Dig. Dis. Sci. 2013, 58, 1010–1015. [Google Scholar] [CrossRef]
- Han, L.-Y.; Fan, Y.-C.; Mu, N.-N.; Gao, S.; Li, F.; Ji, X.-F.; Dou, C.-Y.; Wang, K. Aberrant DNA Methylation of G-Protein-Coupled Bile Acid Receptor Gpbar1 (TGR5) Is a Potential Biomarker for Hepatitis B Virus Associated Hepatocellular Carcinoma. Int. J. Med. Sci. 2014, 11, 164–171. [Google Scholar] [CrossRef] [Green Version]
- Ji, X.-F.; Fan, Y.-C.; Gao, S.; Yang, Y.; Zhang, J.-J.; Wang, K. MT1M and MT1G Promoter Methylation as Biomarkers for Hepatocellular Carcinoma. World J. Gastroenterol 2014, 20, 4723–4729. [Google Scholar] [CrossRef]
- Zou, S.; Li, J.; Zhou, H.; Frech, C.; Jiang, X.; Chu, J.S.C.; Zhao, X.; Li, Y.; Li, Q.; Wang, H.; et al. Mutational Landscape of Intrahepatic Cholangiocarcinoma. Nat. Commun. 2014, 5, 5696. [Google Scholar] [CrossRef]
- Farshidfar, F.; Zheng, S.; Gingras, M.-C.; Newton, Y.; Shih, J.; Robertson, A.G.; Hinoue, T.; Hoadley, K.A.; Gibb, E.A.; Roszik, J.; et al. Integrative Genomic Analysis of Cholangiocarcinoma Identifies Distinct IDH-Mutant Molecular Profiles. Cell. Rep. 2017, 18, 2780–2794. [Google Scholar] [CrossRef]
- Valle, J.W.; Lamarca, A.; Goyal, L.; Barriuso, J.; Zhu, A.X. New Horizons for Precision Medicine in Biliary Tract Cancers. Cancer Discov. 2017, 7, 943–962. [Google Scholar] [CrossRef] [Green Version]
- Ettrich, T.J.; Schwerdel, D.; Dolnik, A.; Beuter, F.; Blätte, T.J.; Schmidt, S.A.; Stanescu-Siegmund, N.; Steinacker, J.; Marienfeld, R.; Kleger, A.; et al. Genotyping of Circulating Tumor DNA in Cholangiocarcinoma Reveals Diagnostic and Prognostic Information. Sci. Rep. 2019, 9, 13261. [Google Scholar] [CrossRef] [Green Version]
- Vincent-Salomon, A.; de la Rochefordière, A.; Salmon, R.; Validire, P.; Zafrani, B.; Sastre-Garau, X. Frequent Association of Human Papillomavirus 16 and 18 DNA with Anal Squamous Cell and Basaloid Carcinoma. Mod. Pathol. 1996, 9, 614–620. [Google Scholar]
- Jeannot, E.; Becette, V.; Campitelli, M.; Calméjane, M.-A.; Lappartient, E.; Ruff, E.; Saada, S.; Holmes, A.; Bellet, D.; Sastre-Garau, X. Circulating Human Papillomavirus DNA Detected Using Droplet Digital PCR in the Serum of Patients Diagnosed with Early Stage Human Papillomavirus-Associated Invasive Carcinoma. J. Pathol. Clin. Res. 2016, 2, 201–209. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Damerla, R.R.; Lee, N.Y.; You, D.; Soni, R.; Shah, R.; Reyngold, M.; Katabi, N.; Wu, V.; McBride, S.M.; Tsai, C.J.; et al. Detection of Early Human Papillomavirus-Associated Cancers by Liquid Biopsy. JCO Precis. Oncol. 2019, 3. [Google Scholar] [CrossRef] [PubMed]
- Maleddu, A.; Pantaleo, M.A.; Nannini, M.; Biasco, G. The Role of Mutational Analysis of KIT and PDGFRA in Gastrointestinal Stromal Tumors in a Clinical Setting. J. Transl. Med. 2011, 9, 75. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Corless, C.L.; Fletcher, J.A.; Heinrich, M.C. Biology of Gastrointestinal Stromal Tumors. J. Clin. Oncol. 2004, 22, 3813–3825. [Google Scholar] [CrossRef] [PubMed]
- Angelini, S.; Ravegnini, G.; Fletcher, J.A.; Maffei, F.; Hrelia, P. Clinical Relevance of Pharmacogenetics in Gastrointestinal Stromal Tumor Treatment in the Era of Personalized Therapy. Pharmacy 2013, 14, 941–956. [Google Scholar] [CrossRef]
- Arshad, J.; Roberts, A.; Ahmed, J.; Cotta, J.; Pico, B.A.; Kwon, D.; Trent, J.C. Utility of Circulating Tumor DNA in the Management of Patients With GI Stromal Tumor: Analysis of 243 Patients. JCO Precis. Oncol. 2020. [Google Scholar] [CrossRef]
- Xu, H.; Chen, L.; Shao, Y.; Zhu, D.; Zhi, X.; Zhang, Q.; Li, F.; Xu, J.; Liu, X.; Xu, Z. Clinical Application of Circulating Tumor DNA in the Genetic Analysis of Patients with Advanced GIST. Mol. Cancer Ther. 2018, 17, 290–296. [Google Scholar] [CrossRef] [Green Version]
- Demetri, G.D.; Jeffers, M.; Reichardt, P.; Kang, Y.-K.; Blay, J.-Y.; Rutkowski, P.; Gelderblom, H.; Hohenberger, P.; Leahy, M.G.; von Mehren, M.; et al. Mutational Analysis of Plasma DNA from Patients (Pts) in the Phase III GRID Study of Regorafenib (REG) versus Placebo (PL) in Tyrosine Kinase Inhibitor (TKI)-Refractory GIST: Correlating Genotype with Clinical Outcomes. JCO 2013, 31, 10503. [Google Scholar] [CrossRef]
- Tie, J.; Wang, Y.; Tomasetti, C.; Li, L.; Springer, S.; Kinde, I.; Silliman, N.; Tacey, M.; Wong, H.-L.; Christie, M.; et al. Circulating Tumor DNA Analysis Detects Minimal Residual Disease and Predicts Recurrence in Patients with Stage II Colon Cancer. Sci. Transl. Med. 2016, 8, 346ra92. [Google Scholar] [CrossRef] [Green Version]
- Tie, J.; Cohen, J.D.; Wang, Y.; Christie, M.; Simons, K.; Lee, M.; Wong, R.; Kosmider, S.; Ananda, S.; McKendrick, J.; et al. Circulating Tumor DNA Analyses as Markers of Recurrence Risk and Benefit of Adjuvant Therapy for Stage III Colon Cancer. JAMA Oncol. 2019. [Google Scholar] [CrossRef]
- Tarazona, N.; Henriksen, T.V.; Carbonell-Asins, J.A.; Reinert, T.; Sharma, S.; Roda, D.; Shchegrova, S.; Huerta, M.; Roselló, S.; Renner, D.; et al. Circulating Tumor DNA to Detect Minimal Residual Disease, Response to Adjuvant Therapy, and Identify Patients at High Risk of Recurrence in Patients with Stage I-III CRC. JCO 2020, 38, 4009. [Google Scholar] [CrossRef]
- Taieb, J.; Taly, V.; Henriques, J.; Bourreau, C.; Mineur, L.; Bennouna, J.; Desrame, J.; Louvet, C.; Lepere, C.; Mabro, M.; et al. Prognostic Value and Relation with Adjuvant Treatment Duration of CtDNA in Stage III Colon Cancer: A Post-Hoc Analysis of the PRODIGE-GERCOR IDEA-France Trial. Clin. Cancer Res. 2021. [Google Scholar] [CrossRef]
- Tie, J.; Cohen, J.D.; Wang, Y.; Li, L.; Christie, M.; Simons, K.; Elsaleh, H.; Kosmider, S.; Wong, R.; Yip, D.; et al. Serial Circulating Tumour DNA Analysis during Multimodality Treatment of Locally Advanced Rectal Cancer: A Prospective Biomarker Study. Gut 2019, 68, 663–671. [Google Scholar] [CrossRef]
- Loupakis, F.; Derouazi, M.; Murgioni, S.; Rizzato, M.D.; Sharma, S.; Renner, D.; Shchegrova, S.; Sethi, H.; Zimmermann, B.; Aleshin, A.; et al. 405MO Personalized Circulating Tumour DNA Assay for the Detection of Minimal Residual Disease in CRC Patients after Resection of Metastases. Ann. Oncol. 2020, 31, S413. [Google Scholar] [CrossRef]
- Nakano, Y.; Kitago, M.; Matsuda, S.; Nakamura, Y.; Fujita, Y.; Imai, S.; Shinoda, M.; Yagi, H.; Abe, Y.; Hibi, T.; et al. KRAS Mutations in Cell-Free DNA from Preoperative and Postoperative Sera as a Pancreatic Cancer Marker: A Retrospective Study. Br. J. Cancer 2018, 118, 662–669. [Google Scholar] [CrossRef] [Green Version]
- Groot, V.P.; Mosier, S.; Javed, A.A.; Teinor, J.A.; Gemenetzis, G.; Ding, D.; Haley, L.M.; Yu, J.; Burkhart, R.A.; Hasanain, A.; et al. Circulating Tumor DNA as a Clinical Test in Resected Pancreatic Cancer. Clin. Cancer Res. 2019, 25, 4973–4984. [Google Scholar] [CrossRef]
- Azad, T.D.; Chaudhuri, A.A.; Fang, P.; Qiao, Y.; Esfahani, M.S.; Chabon, J.J.; Hamilton, E.G.; Yang, Y.D.; Lovejoy, A.; Newman, A.M.; et al. Circulating Tumor DNA Analysis for Detection of Minimal Residual Disease After Chemoradiotherapy for Localized Esophageal Cancer. Gastroenterology 2020, 158, 494–505. [Google Scholar] [CrossRef]
- Wang, J.; Huang, A.; Wang, Y.-P.; Yin, Y.; Fu, P.-Y.; Zhang, X.; Zhou, J. Circulating Tumor DNA Correlates with Microvascular Invasion and Predicts Tumor Recurrence of Hepatocellular Carcinoma. Ann. Transl. Med. 2020, 8, 237. [Google Scholar] [CrossRef] [PubMed]
- Cabel, L.; Jeannot, E.; Bieche, I.; Vacher, S.; Callens, C.; Bazire, L.; Morel, A.; Bernard-Tessier, A.; Chemlali, W.; Schnitzler, A.; et al. Prognostic Impact of Residual HPV CtDNA Detection after Chemoradiotherapy for Anal Squamous Cell Carcinoma. Clin. Cancer Res. 2018, 24, 5767–5771. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Siegel, R.L.; Miller, K.D.; Jemal, A. Cancer Statistics, 2020. CA Cancer J. Clin. 2020, 70, 7–30. [Google Scholar] [CrossRef] [PubMed]
- André, T.; de Gramont, A.; Vernerey, D.; Chibaudel, B.; Bonnetain, F.; Tijeras-Raballand, A.; Scriva, A.; Hickish, T.; Tabernero, J.; Van Laethem, J.L.; et al. Adjuvant Fluorouracil, Leucovorin, and Oxaliplatin in Stage II to III Colon Cancer: Updated 10-Year Survival and Outcomes According to BRAF Mutation and Mismatch Repair Status of the MOSAIC Study. J. Clin. Oncol. 2015, 33, 4176–4187. [Google Scholar] [CrossRef] [PubMed]
- Wang, J.-Y.; Hsieh, J.-S.; Chang, M.-Y.; Huang, T.-J.; Chen, F.-M.; Cheng, T.-L.; Alexandersen, K.; Huang, Y.-S.; Tzou, W.-S.; Lin, S.-R. Molecular Detection of APC, K- Ras, and P53 Mutations in the Serum of Colorectal Cancer Patients as Circulating Biomarkers. World J. Surg. 2004, 28, 721–726. [Google Scholar] [CrossRef]
- Parseghian, C.M.; Loree, J.M.; Morris, V.K.; Liu, X.; Clifton, K.K.; Napolitano, S.; Henry, J.T.; Pereira, A.A.; Vilar, E.; Johnson, B.; et al. Anti-EGFR-Resistant Clones Decay Exponentially after Progression: Implications for Anti-EGFR Re-Challenge. Ann. Oncol. 2019, 30, 243–249. [Google Scholar] [CrossRef] [Green Version]
- Takai, E.; Totoki, Y.; Nakamura, H.; Morizane, C.; Nara, S.; Hama, N.; Suzuki, M.; Furukawa, E.; Kato, M.; Hayashi, H.; et al. Clinical Utility of Circulating Tumor DNA for Molecular Assessment in Pancreatic Cancer. Sci. Rep. 2015, 5, 18425. [Google Scholar] [CrossRef] [Green Version]
- Hadano, N.; Murakami, Y.; Uemura, K.; Hashimoto, Y.; Kondo, N.; Nakagawa, N.; Sueda, T.; Hiyama, E. Prognostic Value of Circulating Tumour DNA in Patients Undergoing Curative Resection for Pancreatic Cancer. Br. J. Cancer 2016, 115, 59–65. [Google Scholar] [CrossRef]
- Watanabe, F.; Suzuki, K.; Tamaki, S.; Abe, I.; Endo, Y.; Takayama, Y.; Ishikawa, H.; Kakizawa, N.; Saito, M.; Futsuhara, K.; et al. Longitudinal Monitoring of KRAS-Mutated Circulating Tumor DNA Enables the Prediction of Prognosis and Therapeutic Responses in Patients with Pancreatic Cancer. PLoS ONE 2019, 14, e0227366. [Google Scholar] [CrossRef]
- Lee, J.-S.; Rhee, T.-M.; Pietrasz, D.; Bachet, J.-B.; Laurent-Puig, P.; Kong, S.-Y.; Takai, E.; Yachida, S.; Shibata, T.; Lee, J.W.; et al. Circulating Tumor DNA as a Prognostic Indicator in Resectable Pancreatic Ductal Adenocarcinoma: A Systematic Review and Meta-Analysis. Sci. Rep. 2019, 9, 16971. [Google Scholar] [CrossRef]
- Lee, B.; Lipton, L.; Cohen, J.; Tie, J.; Javed, A.A.; Li, L.; Goldstein, D.; Burge, M.; Cooray, P.; Nagrial, A.; et al. Circulating Tumor DNA as a Potential Marker of Adjuvant Chemotherapy Benefit Following Surgery for Localized Pancreatic Cancer. Ann. Oncol. 2019, 30, 1472–1478. [Google Scholar] [CrossRef]
- Sausen, M.; Phallen, J.; Adleff, V.; Jones, S.; Leary, R.J.; Barrett, M.T.; Anagnostou, V.; Parpart-Li, S.; Murphy, D.; Kay Li, Q.; et al. Clinical Implications of Genomic Alterations in the Tumour and Circulation of Pancreatic Cancer Patients. Nat. Commun. 2015, 6, 7686. [Google Scholar] [CrossRef]
- Ueda, M.; Iguchi, T.; Masuda, T.; Nakahara, Y.; Hirata, H.; Uchi, R.; Niida, A.; Momose, K.; Sakimura, S.; Chiba, K.; et al. Somatic Mutations in Plasma Cell-Free DNA Are Diagnostic Markers for Esophageal Squamous Cell Carcinoma Recurrence. Oncotarget 2016, 7, 62280–62291. [Google Scholar] [CrossRef] [Green Version]
- Meng, P.; Wei, J.; Geng, Y.; Chen, S.; Terpstra, M.M.; Huang, Q.; Zhang, Q.; Su, Z.; Yu, W.; Su, M.; et al. Targeted Sequencing of Circulating Cell-Free DNA in Stage II-III Resectable Oesophageal Squamous Cell Carcinoma Patients. BMC Cancer 2019, 19, 818. [Google Scholar] [CrossRef]
- Tangkijvanich, P.; Hourpai, N.; Rattanatanyong, P.; Wisedopas, N.; Mahachai, V.; Mutirangura, A. Serum LINE-1 Hypomethylation as a Potential Prognostic Marker for Hepatocellular Carcinoma. Clin. Chim. Acta 2007, 379, 127–133. [Google Scholar] [CrossRef]
- Ono, A.; Fujimoto, A.; Yamamoto, Y.; Akamatsu, S.; Hiraga, N.; Imamura, M.; Kawaoka, T.; Tsuge, M.; Abe, H.; Hayes, C.N.; et al. Circulating Tumor DNA Analysis for Liver Cancers and Its Usefulness as a Liquid Biopsy. Cell Mol. Gastroenterol Hepatol 2015, 1, 516–534. [Google Scholar] [CrossRef] [Green Version]
- Li, F.; Qiao, C.-Y.; Gao, S.; Fan, Y.-C.; Chen, L.-Y.; Wang, K. Circulating Cell-Free DNA of Methylated Insulin-like Growth Factor-Binding Protein 7 Predicts a Poor Prognosis in Hepatitis B Virus-Associated Hepatocellular Carcinoma after Hepatectomy. Free Radic. Res. 2018, 52, 455–464. [Google Scholar] [CrossRef]
- An, Y.; Guan, Y.; Xu, Y.; Han, Y.; Wu, C.; Bao, C.; Zhou, B.; Wang, H.; Zhang, M.; Liu, W.; et al. The Diagnostic and Prognostic Usage of Circulating Tumor DNA in Operable Hepatocellular Carcinoma. Am. J. Transl. Res. 2019, 11, 6462–6474. [Google Scholar]
- Liu, X.Y.; Fan, Y.C.; Gao, S.; Zhao, J.; Chen, L.Y.; Li, F.; Wang, K. Methylation of SOX1 and VIM Promoters in Serum as Potential Biomarkers for Hepatocellular Carcinoma. Neoplasma 2017, 64, 745–753. [Google Scholar] [CrossRef] [Green Version]
- Maier, J.; Lange, T.; Kerle, I.; Specht, K.; Bruegel, M.; Wickenhauser, C.; Jost, P.; Niederwieser, D.; Peschel, C.; Duyster, J.; et al. Detection of Mutant Free Circulating Tumor DNA in the Plasma of Patients with Gastrointestinal Stromal Tumor Harboring Activating Mutations of CKIT or PDGFRA. Clin. Cancer Res. 2013, 19, 4854–4867. [Google Scholar] [CrossRef] [Green Version]
- Kang, G.; Sohn, B.S.; Pyo, J.-S.; Kim, J.Y.; Lee, B.; Kim, K.-M. Detecting Primary KIT Mutations in Presurgical Plasma of Patients with Gastrointestinal Stromal Tumor. Mol. Diagn. Ther. 2016, 20, 347–351. [Google Scholar] [CrossRef] [PubMed]
- Bettegowda, C.; Sausen, M.; Leary, R.J.; Kinde, I.; Wang, Y.; Agrawal, N.; Bartlett, B.R.; Wang, H.; Luber, B.; Alani, R.M.; et al. Detection of Circulating Tumor DNA in Early- and Late-Stage Human Malignancies. Sci. Transl. Med. 2014, 6, 224ra24. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Tie, J.; Kinde, I.; Wang, Y.; Wong, H.L.; Roebert, J.; Christie, M.; Tacey, M.; Wong, R.; Singh, M.; Karapetis, C.S.; et al. Circulating Tumor DNA as an Early Marker of Therapeutic Response in Patients with Metastatic Colorectal Cancer. Ann. Oncol. 2015, 26, 1715–1722. [Google Scholar] [CrossRef] [PubMed]
- Osumi, H.; Shinozaki, E.; Takeda, Y.; Wakatsuki, T.; Ichimura, T.; Saiura, A.; Yamaguchi, K.; Takahashi, S.; Noda, T.; Zembutsu, H. Clinical Relevance of Circulating Tumor DNA Assessed through Deep Sequencing in Patients with Metastatic Colorectal Cancer. Cancer Med. 2019, 8, 408–417. [Google Scholar] [CrossRef]
- Vidal, J.; Muinelo, L.; Dalmases, A.; Jones, F.; Edelstein, D.; Iglesias, M.; Orrillo, M.; Abalo, A.; Rodríguez, C.; Brozos, E.; et al. Plasma CtDNA RAS Mutation Analysis for the Diagnosis and Treatment Monitoring of Metastatic Colorectal Cancer Patients. Ann. Oncol. 2017, 28, 1325–1332. [Google Scholar] [CrossRef]
- Spindler, K.G.; Appelt, A.L.; Pallisgaard, N.; Andersen, R.F.; Jakobsen, A. KRAS-Mutated Plasma DNA as Predictor of Outcome from Irinotecan Monotherapy in Metastatic Colorectal Cancer. Br. J. Cancer 2013, 109, 3067–3072. [Google Scholar] [CrossRef] [Green Version]
- El Messaoudi, S.; Mouliere, F.; Du Manoir, S.; Bascoul-Mollevi, C.; Gillet, B.; Nouaille, M.; Fiess, C.; Crapez, E.; Bibeau, F.; Theillet, C.; et al. Circulating DNA as a Strong Multimarker Prognostic Tool for Metastatic Colorectal Cancer Patient Management Care. Clin. Cancer Res. 2016, 22, 3067–3077. [Google Scholar] [CrossRef] [Green Version]
- Tabernero, J.; Lenz, H.-J.; Siena, S.; Sobrero, A.; Falcone, A.; Ychou, M.; Humblet, Y.; Bouché, O.; Mineur, L.; Barone, C.; et al. Analysis of Circulating DNA and Protein Biomarkers to Predict the Clinical Activity of Regorafenib and Assess Prognosis in Patients with Metastatic Colorectal Cancer: A Retrospective, Exploratory Analysis of the CORRECT Trial. Lancet Oncol. 2015, 16, 937–948. [Google Scholar] [CrossRef]
- Wong, A.L.A.; Lim, J.S.J.; Sinha, A.; Gopinathan, A.; Lim, R.; Tan, C.-S.; Soh, T.; Venkatesh, S.; Titin, C.; Sapari, N.S.; et al. Tumour Pharmacodynamics and Circulating Cell Free DNA in Patients with Refractory Colorectal Carcinoma Treated with Regorafenib. J. Transl. Med. 2015, 13, 57. [Google Scholar] [CrossRef] [Green Version]
- Garlan, F.; Laurent-Puig, P.; Sefrioui, D.; Siauve, N.; Didelot, A.; Sarafan-Vasseur, N.; Michel, P.; Perkins, G.; Mulot, C.; Blons, H.; et al. Early Evaluation of Circulating Tumor DNA as Marker of Therapeutic Efficacy in Metastatic Colorectal Cancer Patients (PLACOL Study). Clin. Cancer Res. 2017, 23, 5416–5425. [Google Scholar] [CrossRef] [Green Version]
- Basnet, S.; Zhang, Z.-Y.; Liao, W.-Q.; Li, S.-H.; Li, P.-S.; Ge, H.-Y. The Prognostic Value of Circulating Cell-Free DNA in Colorectal Cancer: A Meta-Analysis. J. Cancer 2016, 7, 1105–1113. [Google Scholar] [CrossRef] [Green Version]
- Strijker, M.; Soer, E.C.; de Pastena, M.; Creemers, A.; Balduzzi, A.; Beagan, J.J.; Busch, O.R.; van Delden, O.M.; Halfwerk, H.; van Hooft, J.E.; et al. Circulating Tumor DNA Quantity Is Related to Tumor Volume and Both Predict Survival in Metastatic Pancreatic Ductal Adenocarcinoma. Int. J. Cancer 2020, 146, 1445–1456. [Google Scholar] [CrossRef]
- Chen, H.; Tu, H.; Meng, Z.Q.; Chen, Z.; Wang, P.; Liu, L.M. K-Ras Mutational Status Predicts Poor Prognosis in Unresectable Pancreatic Cancer. Eur. J. Surg. Oncol. 2010, 36, 657–662. [Google Scholar] [CrossRef]
- Tjensvoll, K.; Lapin, M.; Buhl, T.; Oltedal, S.; Steen-Ottosen Berry, K.; Gilje, B.; Søreide, J.A.; Javle, M.; Nordgård, O.; Smaaland, R. Clinical Relevance of Circulating KRAS Mutated DNA in Plasma from Patients with Advanced Pancreatic Cancer. Mol. Oncol. 2016, 10, 635–643. [Google Scholar] [CrossRef] [Green Version]
- Xu, R.-H.; Wei, W.; Krawczyk, M.; Wang, W.; Luo, H.; Flagg, K.; Yi, S.; Shi, W.; Quan, Q.; Li, K.; et al. Circulating Tumour DNA Methylation Markers for Diagnosis and Prognosis of Hepatocellular Carcinoma. Nat. Mater. 2017, 16, 1155–1161. [Google Scholar] [CrossRef]
- Alunni-Fabbroni, M.; Rönsch, K.; Huber, T.; Cyran, C.C.; Seidensticker, M.; Mayerle, J.; Pech, M.; Basu, B.; Verslype, C.; Benckert, J.; et al. Circulating DNA as Prognostic Biomarker in Patients with Advanced Hepatocellular Carcinoma: A Translational Exploratory Study from the SORAMIC Trial. J. Transl. Med. 2019, 17, 328. [Google Scholar] [CrossRef] [Green Version]
- Bernard-Tessier, A.; Jeannot, E.; Guenat, D.; Debernardi, A.; Michel, M.; Proudhon, C.; Vincent-Salomon, A.; Bièche, I.; Pierga, J.-Y.; Buecher, B.; et al. Clinical Validity of HPV Circulating Tumor DNA in Advanced Anal Carcinoma: An Ancillary Study to the Epitopes-HPV02 Trial. Clin. Cancer Res. 2019, 25, 2109–2115. [Google Scholar] [CrossRef]
- Namløs, H.M.; Boye, K.; Mishkin, S.J.; Barøy, T.; Lorenz, S.; Bjerkehagen, B.; Stratford, E.W.; Munthe, E.; Kudlow, B.A.; Myklebost, O.; et al. Noninvasive Detection of CtDNA Reveals Intratumor Heterogeneity and Is Associated with Tumor Burden in Gastrointestinal Stromal Tumor. Mol. Cancer Ther. 2018, 17, 2473–2480. [Google Scholar] [CrossRef] [Green Version]
- Santini, D.; Fratto, M.E.; Spoto, C.; Russo, A.; Galluzzo, S.; Zoccoli, A.; Vincenzi, B.; Tonini, G. Cetuximab in Small Bowel Adenocarcinoma: A New Friend? Br. J. Cancer 2010, 103, 1305. [Google Scholar] [CrossRef]
- Misale, S.; Yaeger, R.; Hobor, S.; Scala, E.; Janakiraman, M.; Liska, D.; Valtorta, E.; Schiavo, R.; Buscarino, M.; Siravegna, G.; et al. Emergence of KRAS Mutations and Acquired Resistance to Anti-EGFR Therapy in Colorectal Cancer. Nature 2012, 486, 532–536. [Google Scholar] [CrossRef] [Green Version]
- Diaz, L.A.; Williams, R.T.; Wu, J.; Kinde, I.; Hecht, J.R.; Berlin, J.; Allen, B.; Bozic, I.; Reiter, J.G.; Nowak, M.A.; et al. The Molecular Evolution of Acquired Resistance to Targeted EGFR Blockade in Colorectal Cancers. Nature 2012, 486, 537–540. [Google Scholar] [CrossRef] [Green Version]
- Siravegna, G.; Mussolin, B.; Buscarino, M.; Corti, G.; Cassingena, A.; Crisafulli, G.; Ponzetti, A.; Cremolini, C.; Amatu, A.; Lauricella, C.; et al. Clonal Evolution and Resistance to EGFR Blockade in the Blood of Colorectal Cancer Patients. Nat. Med. 2015, 21, 795–801. [Google Scholar] [CrossRef] [Green Version]
- Cremolini, C.; Rossini, D.; Dell’Aquila, E.; Lonardi, S.; Conca, E.; Del Re, M.; Busico, A.; Pietrantonio, F.; Danesi, R.; Aprile, G.; et al. Rechallenge for Patients with RAS and BRAF Wild-Type Metastatic Colorectal Cancer With Acquired Resistance to First-Line Cetuximab and Irinotecan. JAMA Oncol 2019, 5, 343–350. [Google Scholar] [CrossRef] [Green Version]
- Nakamura, M. MO3-12-5—Phase II Study of Cetuximab Rechallenge in Patients with RAS Wild-Type Metastatic Colorectal Cancer: E-Rechallenge Trial. Ann. Oncol. 2019, 30, 343–350. [Google Scholar] [CrossRef]
- Sartore-Bianchi, A.; Pietrantonio, F.; Lonardi, S.; Mussolin, B.; Rua, F.; Fenocchio, E.; Amatu, A.; Corallo, S.; Manai, C.; Tosi, F.; et al. Phase II Study of Anti-EGFR Rechallenge Therapy with Panitumumab Driven by Circulating Tumor DNA Molecular Selection in Metastatic Colorectal Cancer: The CHRONOS Trial. JCO 2021, 39, 3506. [Google Scholar] [CrossRef]
- Mohan, S.; Heitzer, E.; Ulz, P.; Lafer, I.; Lax, S.; Auer, M.; Pichler, M.; Gerger, A.; Eisner, F.; Hoefler, G.; et al. Changes in Colorectal Carcinoma Genomes under Anti-EGFR Therapy Identified by Whole-Genome Plasma DNA Sequencing. PLoS Genet. 2014, 10, e1004271. [Google Scholar] [CrossRef]
- Valtorta, E.; Misale, S.; Sartore-Bianchi, A.; Nagtegaal, I.D.; Paraf, F.; Lauricella, C.; Dimartino, V.; Hobor, S.; Jacobs, B.; Ercolani, C.; et al. KRAS Gene Amplification in Colorectal Cancer and Impact on Response to EGFR-Targeted Therapy. Int. J. Cancer 2013, 133, 1259–1265. [Google Scholar] [CrossRef] [PubMed]
- Bardelli, A.; Corso, S.; Bertotti, A.; Hobor, S.; Valtorta, E.; Siravegna, G.; Sartore-Bianchi, A.; Scala, E.; Cassingena, A.; Zecchin, D.; et al. Amplification of the MET Receptor Drives Resistance to Anti-EGFR Therapies in Colorectal Cancer. Cancer Discov. 2013, 3, 658–673. [Google Scholar] [CrossRef] [Green Version]
- Conroy, T.; Desseigne, F.; Ychou, M.; Bouché, O.; Guimbaud, R.; Bécouarn, Y.; Adenis, A.; Raoul, J.-L.; Gourgou-Bourgade, S.; de la Fouchardière, C.; et al. FOLFIRINOX versus Gemcitabine for Metastatic Pancreatic Cancer. N. Engl. J. Med. 2011, 364, 1817–1825. [Google Scholar] [CrossRef] [Green Version]
- Von Hoff, D.D.; Ervin, T.; Arena, F.P.; Chiorean, E.G.; Infante, J.; Moore, M.; Seay, T.; Tjulandin, S.A.; Ma, W.W.; Saleh, M.N.; et al. Increased Survival in Pancreatic Cancer with Nab-Paclitaxel plus Gemcitabine. N. Engl. J. Med. 2013, 369, 1691–1703. [Google Scholar] [CrossRef] [Green Version]
- Conroy, T.; Hammel, P.; Hebbar, M.; Ben Abdelghani, M.; Wei, A.C.; Raoul, J.-L.; Choné, L.; Francois, E.; Artru, P.; Biagi, J.J.; et al. FOLFIRINOX or Gemcitabine as Adjuvant Therapy for Pancreatic Cancer. N. Engl. J. Med. 2018, 379, 2395–2406. [Google Scholar] [CrossRef]
- Castillo, C.F.F.-D. A Changing Landscape in Pancreatic Cancer. Ann. Surg. 2018, 268, 9–10. [Google Scholar] [CrossRef]
- Cheng, H.; Liu, C.; Jiang, J.; Luo, G.; Lu, Y.; Jin, K.; Guo, M.; Zhang, Z.; Xu, J.; Liu, L.; et al. Analysis of CtDNA to Predict Prognosis and Monitor Treatment Responses in Metastatic Pancreatic Cancer Patients. Int. J. Cancer 2017, 140, 2344–2350. [Google Scholar] [CrossRef]
- Bernard, V.; Kim, D.U.; San Lucas, F.A.; Castillo, J.; Allenson, K.; Mulu, F.C.; Stephens, B.M.; Huang, J.; Semaan, A.; Guerrero, P.A.; et al. Circulating Nucleic Acids Are Associated With Outcomes of Patients With Pancreatic Cancer. Gastroenterol 2019, 156, 108–118.e4. [Google Scholar] [CrossRef] [Green Version]
- Del Re, M.; Vivaldi, C.; Rofi, E.; Vasile, E.; Miccoli, M.; Caparello, C.; d’Arienzo, P.D.; Fornaro, L.; Falcone, A.; Danesi, R. Early Changes in Plasma DNA Levels of Mutant KRAS as a Sensitive Marker of Response to Chemotherapy in Pancreatic Cancer. Sci. Rep. 2017, 7, 7931. [Google Scholar] [CrossRef]
- Kruger, S.; Heinemann, V.; Ross, C.; Diehl, F.; Nagel, D.; Ormanns, S.; Liebmann, S.; Prinz-Bravin, I.; Westphalen, C.B.; Haas, M.; et al. Repeated MutKRAS CtDNA Measurements Represent a Novel and Promising Tool for Early Response Prediction and Therapy Monitoring in Advanced Pancreatic Cancer. Ann. Oncol. 2018, 29, 2348–2355. [Google Scholar] [CrossRef]
- Perets, R.; Greenberg, O.; Shentzer, T.; Semenisty, V.; Epelbaum, R.; Bick, T.; Sarji, S.; Ben-Izhak, O.; Sabo, E.; Hershkovitz, D. Mutant KRAS Circulating Tumor DNA Is an Accurate Tool for Pancreatic Cancer Monitoring. Oncologist 2018, 23, 566–572. [Google Scholar] [CrossRef] [Green Version]
- Golan, T.; Hammel, P.; Reni, M.; Van Cutsem, E.; Macarulla, T.; Hall, M.J.; Park, J.-O.; Hochhauser, D.; Arnold, D.; Oh, D.-Y.; et al. Maintenance Olaparib for Germline BRCA-Mutated Metastatic Pancreatic Cancer. N. Engl. J. Med. 2019, 381, 317–327. [Google Scholar] [CrossRef]
- Le, D.T.; Uram, J.N.; Wang, H.; Bartlett, B.R.; Kemberling, H.; Eyring, A.D.; Skora, A.D.; Luber, B.S.; Azad, N.S.; Laheru, D.; et al. PD-1 Blockade in Tumors with Mismatch-Repair Deficiency. N. Engl. J. Med. 2015, 372, 2509–2520. [Google Scholar] [CrossRef] [Green Version]
- Marabelle, A.; Le, D.T.; Ascierto, P.A.; Di Giacomo, A.M.; De Jesus-Acosta, A.; Delord, J.-P.; Geva, R.; Gottfried, M.; Penel, N.; Hansen, A.R.; et al. Efficacy of Pembrolizumab in Patients with Noncolorectal High Microsatellite Instability/Mismatch Repair-Deficient Cancer: Results From the Phase II KEYNOTE-158 Study. J. Clin. Oncol. 2020, 38, 1–10. [Google Scholar] [CrossRef]
- Hu, Z.I.; Shia, J.; Stadler, Z.K.; Varghese, A.M.; Capanu, M.; Salo-Mullen, E.; Lowery, M.A.; Diaz, L.A.; Mandelker, D.; Yu, K.H.; et al. Evaluating Mismatch Repair Deficiency in Pancreatic Adenocarcinoma: Challenges and Recommendations. Clin. Cancer Res. 2018, 24, 1326–1336. [Google Scholar] [CrossRef] [Green Version]
- Bachet, J.-B.; Blons, H.; Hammel, P.; Hariry, I.E.; Portales, F.; Mineur, L.; Metges, J.-P.; Mulot, C.; Bourreau, C.; Cain, J.; et al. Circulating Tumor DNA Is Prognostic and Potentially Predictive of Eryaspase Efficacy in Second-Line in Patients with Advanced Pancreatic Adenocarcinoma. Clin. Cancer Res. 2020, 26, 5208–5216. [Google Scholar] [CrossRef]
- Bang, Y.-J.; Van Cutsem, E.; Feyereislova, A.; Chung, H.C.; Shen, L.; Sawaki, A.; Lordick, F.; Ohtsu, A.; Omuro, Y.; Satoh, T.; et al. Trastuzumab in Combination with Chemotherapy versus Chemotherapy Alone for Treatment of HER2-Positive Advanced Gastric or Gastro-Oesophageal Junction Cancer (ToGA): A Phase 3, Open-Label, Randomised Controlled Trial. Lancet 2010, 376, 687–697. [Google Scholar] [CrossRef]
- Shoda, K.; Masuda, K.; Ichikawa, D.; Arita, T.; Miyakami, Y.; Watanabe, M.; Konishi, H.; Imoto, I.; Otsuji, E. HER2 Amplification Detected in the Circulating DNA of Patients with Gastric Cancer: A Retrospective Pilot Study. Gastric Cancer 2015, 18, 698–710. [Google Scholar] [CrossRef] [PubMed]
- Shoda, K.; Ichikawa, D.; Fujita, Y.; Masuda, K.; Hiramoto, H.; Hamada, J.; Arita, T.; Konishi, H.; Komatsu, S.; Shiozaki, A.; et al. Monitoring the HER2 Copy Number Status in Circulating Tumor DNA by Droplet Digital PCR in Patients with Gastric Cancer. Gastric Cancer 2017, 20, 126–135. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kim, S.T.; Banks, K.C.; Pectasides, E.; Kim, S.Y.; Kim, K.; Lanman, R.B.; Talasaz, A.; An, J.; Choi, M.G.; Lee, J.H.; et al. Impact of Genomic Alterations on Lapatinib Treatment Outcome and Cell-Free Genomic Landscape during HER2 Therapy in HER2+ Gastric Cancer Patients. Ann. Oncol. 2018, 29, 1037–1048. [Google Scholar] [CrossRef] [PubMed]
- Cai, Z.-X.; Chen, G.; Zeng, Y.-Y.; Dong, X.-Q.; Lin, M.-J.; Huang, X.-H.; Zhang, D.; Liu, X.-L.; Liu, J.-F. Circulating Tumor DNA Profiling Reveals Clonal Evolution and Real-Time Disease Progression in Advanced Hepatocellular Carcinoma. Int. J. Cancer 2017, 141, 977–985. [Google Scholar] [CrossRef] [PubMed]
- Lamarca, A.; Palmer, D.H.; Wasan, H.S.; Ross, P.J.; Ma, Y.T.; Arora, A.; Falk, S.; Gillmore, R.; Wadsley, J.; Patel, K.; et al. ABC-06 | A Randomised Phase III, Multi-Centre, Open-Label Study of Active Symptom Control (ASC) Alone or ASC with Oxaliplatin / 5-FU Chemotherapy (ASC+mFOLFOX) for Patients (Pts) with Locally Advanced / Metastatic Biliary Tract Cancers (ABC) Previously-Treated with Cisplatin/Gemcitabine (CisGem) Chemotherapy. JCO 2019, 37, 4003. [Google Scholar] [CrossRef]
- Abou-Alfa, G.K.; Macarulla, T.; Javle, M.M.; Kelley, R.K.; Lubner, S.J.; Adeva, J.; Cleary, J.M.; Catenacci, D.V.; Borad, M.J.; Bridgewater, J.; et al. Ivosidenib in IDH1-Mutant, Chemotherapy-Refractory Cholangiocarcinoma (ClarIDHy): A Multicentre, Randomised, Double-Blind, Placebo-Controlled, Phase 3 Study. Lancet Oncol 2020, 21, 796–807. [Google Scholar] [CrossRef]
- Javle, M.; Lowery, M.; Shroff, R.T.; Weiss, K.H.; Springfeld, C.; Borad, M.J.; Ramanathan, R.K.; Goyal, L.; Sadeghi, S.; Macarulla, T.; et al. Phase II Study of BGJ398 in Patients With FGFR-Altered Advanced Cholangiocarcinoma. J. Clin. Oncol. 2018, 36, 276–282. [Google Scholar] [CrossRef]
- Abou-Alfa, G.K.; Sahai, V.; Hollebecque, A.; Vaccaro, G.; Melisi, D.; Al-Rajabi, R.; Paulson, A.S.; Borad, M.J.; Gallinson, D.; Murphy, A.G.; et al. Pemigatinib for Previously Treated, Locally Advanced or Metastatic Cholangiocarcinoma: A Multicentre, Open-Label, Phase 2 Study. Lancet Oncol 2020, 21, 671–684. [Google Scholar] [CrossRef]
- Goyal, L.; Saha, S.K.; Liu, L.Y.; Siravegna, G.; Leshchiner, I.; Ahronian, L.G.; Lennerz, J.K.; Vu, P.; Deshpande, V.; Kambadakone, A.; et al. Polyclonal Secondary FGFR2 Mutations Drive Acquired Resistance to FGFR Inhibition in Patients with FGFR2 Fusion-Positive Cholangiocarcinoma. Cancer Discov. 2017, 7, 252–263. [Google Scholar] [CrossRef] [Green Version]
- Cabel, L.; Bidard, F.-C.; Servois, V.; Cacheux, W.; Mariani, P.; Romano, E.; Minsat, M.; Bieche, I.; Farkhondeh, F.; Jeannot, E.; et al. HPV Circulating Tumor DNA to Monitor the Efficacy of Anti-PD-1 Therapy in Metastatic Squamous Cell Carcinoma of the Anal Canal: A Case Report. Int. J. Cancer 2017, 141, 1667–1670. [Google Scholar] [CrossRef] [Green Version]
- Yoo, C.; Ryu, M.-H.; Na, Y.S.; Ryoo, B.-Y.; Park, S.R.; Kang, Y.-K. Analysis of Serum Protein Biomarkers, Circulating Tumor DNA, and Dovitinib Activity in Patients with Tyrosine Kinase Inhibitor-Refractory Gastrointestinal Stromal Tumors. Ann. Oncol. 2014, 25, 2272–2277. [Google Scholar] [CrossRef]
- Wada, N.; Kurokawa, Y.; Takahashi, T.; Hamakawa, T.; Hirota, S.; Naka, T.; Miyazaki, Y.; Makino, T.; Yamasaki, M.; Nakajima, K.; et al. Detecting Secondary C-KIT Mutations in the Peripheral Blood of Patients with Imatinib-Resistant Gastrointestinal Stromal Tumor. Oncology 2016, 90, 112–117. [Google Scholar] [CrossRef]
- Demetri, G.D.; van Oosterom, A.T.; Garrett, C.R.; Blackstein, M.E.; Shah, M.H.; Verweij, J.; McArthur, G.; Judson, I.R.; Heinrich, M.C.; Morgan, J.A.; et al. Efficacy and Safety of Sunitinib in Patients with Advanced Gastrointestinal Stromal Tumour after Failure of Imatinib: A Randomised Controlled Trial. Lancet 2006, 368, 1329–1338. [Google Scholar] [CrossRef]
- Ravegnini, G.; Nannini, M.; Zenesini, C.; Simeon, V.; Sammarini, G.; Urbini, M.; Gatto, L.; Saponara, M.; Biasco, G.; Pantaleo, M.A.; et al. An Exploratory Association of Polymorphisms in Angiogenesis-Related Genes with Susceptibility, Clinical Response and Toxicity in Gastrointestinal Stromal Tumors Receiving Sunitinib after Imatinib Failure. Angiogenesis 2017, 20, 139–148. [Google Scholar] [CrossRef]
- George, S.; Wang, Q.; Heinrich, M.C.; Corless, C.L.; Zhu, M.; Butrynski, J.E.; Morgan, J.A.; Wagner, A.J.; Choy, E.; Tap, W.D.; et al. Efficacy and Safety of Regorafenib in Patients with Metastatic and/or Unresectable GI Stromal Tumor after Failure of Imatinib and Sunitinib: A Multicenter Phase II Trial. J. Clin. Oncol. 2012, 30, 2401–2407. [Google Scholar] [CrossRef] [Green Version]
- Ravegnini, G.; Nannini, M.; Sammarini, G.; Astolfi, A.; Biasco, G.; Pantaleo, M.A.; Hrelia, P.; Angelini, S. Personalized Medicine in Gastrointestinal Stromal Tumor (GIST): Clinical Implications of the Somatic and Germline DNA Analysis. Int. J. Mol. Sci. 2015, 16, 15592–15608. [Google Scholar] [CrossRef] [Green Version]
- Bauer, S.; Herold, T.; Mühlenberg, T.; Reis, A.-C.; Falkenhorst, J.; Backs, M.; Ketzer, J.; Breitenbuecher, F.; Schuler, M.H.; Grunewald, S. Plasma Sequencing to Detect a Multitude of Secondary KIT Resistance Mutations in Metastatic Gastrointestinal Stromal Tumors (GIST). JCO 2015, 33, 10518. [Google Scholar] [CrossRef]
- Kang, G.; Bae, B.N.; Sohn, B.S.; Pyo, J.-S.; Kang, G.H.; Kim, K.-M. Detection of KIT and PDGFRA Mutations in the Plasma of Patients with Gastrointestinal Stromal Tumor. Target Oncol. 2015, 10, 597–601. [Google Scholar] [CrossRef] [PubMed]
Reference | Type of Study | Tumor Location | Stage (TNM) | MRD Assessment Method | Number of Pts with ctDNA + after Surgery (%) | RFS/DFS after Surgery | HR for Relapse; p-value | % of pts Who Underwent ACT | Number of pts with ctDNA + after ACT (%) | RFS/DFS after ACT | HR for Relapse; p-Value |
---|---|---|---|---|---|---|---|---|---|---|---|
Tie et al. [102] | Prospective | Colon | II | PCR (Safe-SeqS) | Patients not treated by ACT: 14/178 (7.9%) | 3 years RFS in patients not treated by ACT: in ctDNA –: 90% in ctDNA +: 0% | HR = 18; p < 0.001 | 23% | 6/52 (11%) | NA | HR = 11; p = 0.001 |
Tie et al. [103] | Prospective | Colon | III | PCR (Safe-SeqS) | 20/96 (21%) | 3 years RFS: in ctDNA –: 76% in ctDNA +: 47% | HR = 3.8; p < 0.001 | 100% | 15/88 (17%) | 3 years RFS: in ctDNA-: 87% in ctDNA +: 33% | HR = 6.8; p < 0.001 |
Tarazona et al. [104] | Prospective | Colorectal | I-III | Personalized ddPCR | 14/152 (9.2%) | NA | HR = 16.53; p < 0.001 | NA | 7/25 (28%) | NA | HR = 10.02; p < 0.0001 |
Taieb et al. [105] | Prospective | Colon | II-III | ddPCR | 140/1017 (13.8%) | 3 years DFS: in ctDNA –: 77% in ctDNA+: 66% | HR = 1.55; p = 0.015 | 100% | NA | NA | NA |
Tie et al. [106] | Prospective | Rectum | Locally advanced T3/T4 and or N+ | PCR (Safe-SeqS) | 19/159 (11.9%) | 3 years RFS: in ctDNA –: 87 % in ctDNA +: 33% | HR = 13; p < 0.001 | 64% | NA | NA | NA |
Loupakis et al. [107] | Prospective | Colorectal | IV (Oligometastatic) | Personalized and tumor informed multiplex PCR (Signatera) | 52/100 (52%) | NA | HR = 4.6; p <0.001 | 38% | NA | NA | NA |
Reference | Type of Study | Tumor Location | Stage (TNM) | MRD Assessment Method | Treatment | Number of pts with ctDNA + after treatment (%) | RFS/DFS in ctDNA + after Treatment (months) | RFS/DFS in ctDNA-after Treatment (months) | RFS/DFS in ctDNA-vs. + after Treatment HR; p-Value |
---|---|---|---|---|---|---|---|---|---|
Pietrasz et al. [44] | Prospective | Pancreas | Resectable | ddPCR and targeted NGS | Surgery | 6/31 (19.4%) | 4.6 | 17 | HR: NA; p = 0.03 |
Nakano et al. [108] | Retrospective | Pancreas | Resectable | Peptide nucleic acid-directed PCR clamping | Surgery +/− neoadjuvant chemotherapy | 20/45 (44.4%) | NA | NA | HR = 2.919; p = 0.027 |
Groot et al. [109] | Prospective | Pancreas | Resectable/Borderline | ddPCR | Surgery +/− neoadjuvant chemotherapy | 11/41 (26.8%) | 5 | 15 | HR: NA; p < 0.001 |
Maron et al. [63] | Retrospective | Gastric | Resectable | NGS | Surgery +/− neoadjuvant chemotherapy | 7/22 (31.8%) | 12.5 | NR | after surgery: HR = 0.1; p = 0.03 |
Azad et al. [110] | Retrospective | Esophageal | Localized | Cancer personalized profile sequencing (CAPP-seq) | Chemoradiotherapy (+/− surgery) | 5/31 (16.1%) | NA | NA | HR = 18.7; p < 0.0001 |
Wang et al. [111] | Prospective | Hepatocarcinoma | Resectable BCLC 0-C | ddPCR | Surgery | 17/53 (32.1%)* | 7 | 20.8 | HR: NA; p < 0.001 |
Cabel et al. [112] | Prospective | SCCA | Locally advanced-stages II-III | ddPCR | Exclusive chemoradiotherapy | 3/18 (17%) | NA | NA | HR: NA; p < 0.0001 |
Reference/ NCT | Type of Study | Status | Detection Technique | Mutations Analyzed | Primary Outcoume | Secondary Outcomes | Number of Patients Evaluated | Mutational Status at Rechallenge - Number (%) | Number of Previous Treatment Line(s) | PFS (Months) According to Mutational ctDNA Status | HR; p-Value | ||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Wt | Mutated | Wt | Mutated | ||||||||||
Cremolini et al. [153] | Multicenter phase II single arm | Achieved | ddPCR | RAS | ORR | PFS and OS | 25 | 13 (52%) | 12 (48%) | 2 | 4.0 | 1.9 | HR = 0.44; p = 0.03 |
Sartore-Bianchi et al. [155] | Multicenter interventional phase II | Achieved | ddPCR | RAS, BRAF, EGFR | ORR | PFS and OS | 52 | 36 (69%) | 26 (31%) | 2–6 | 4.0 | Not treatead by anti-EGFR | NA |
Nakamura et al. [154] | Multicenter phase II single arm | Achieved | dPCR | KRAS, NRAS, BRAF, PIK3CA, EGFR S492R | RR | PFS, OS, aEFI | 33 | NA | NA | NA | 7.0 | 2,9 | NA |
NCT-03259009 (RASINTRO) | Prospective observational cohort | Recruitment achieved | NGS | RAS | PFS | Tumor response and OS | 73 (estimated) | - | - | - | - | - | - |
NCT-04509635 | Single center Prospective interventional randomized | Not yet recruiting | NA | RAS | DCR | ORR, PFS and OS | 50 (estimated) | - | - | - | - | - | - |
NCT-04775862 | Prospective phase II | Recruiting | NA | RAS | ORR, PFS | Proportion of RAS wt patients after 2nd progression and prevalence of RAS G12C mutation | 60 (estimated) | - | - | - | - | - | - |
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Moati, E.; Taly, V.; Garinet, S.; Didelot, A.; Taieb, J.; Laurent-Puig, P.; Zaanan, A. Role of Circulating Tumor DNA in Gastrointestinal Cancers: Current Knowledge and Perspectives. Cancers 2021, 13, 4743. https://doi.org/10.3390/cancers13194743
Moati E, Taly V, Garinet S, Didelot A, Taieb J, Laurent-Puig P, Zaanan A. Role of Circulating Tumor DNA in Gastrointestinal Cancers: Current Knowledge and Perspectives. Cancers. 2021; 13(19):4743. https://doi.org/10.3390/cancers13194743
Chicago/Turabian StyleMoati, Emilie, Valerie Taly, Simon Garinet, Audrey Didelot, Julien Taieb, Pierre Laurent-Puig, and Aziz Zaanan. 2021. "Role of Circulating Tumor DNA in Gastrointestinal Cancers: Current Knowledge and Perspectives" Cancers 13, no. 19: 4743. https://doi.org/10.3390/cancers13194743
APA StyleMoati, E., Taly, V., Garinet, S., Didelot, A., Taieb, J., Laurent-Puig, P., & Zaanan, A. (2021). Role of Circulating Tumor DNA in Gastrointestinal Cancers: Current Knowledge and Perspectives. Cancers, 13(19), 4743. https://doi.org/10.3390/cancers13194743