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Kudriavtsev A, Pastor B, Mirandola A, Pisareva E, Gricourt Y, Capdevila X, Thierry AR, Cuvillon P. Association of the immediate perioperative dynamics of circulating DNA levels and neutrophil extracellular traps formation in cancer patients. PRECISION CLINICAL MEDICINE 2024; 7:pbae008. [PMID: 38699382 PMCID: PMC11062027 DOI: 10.1093/pcmedi/pbae008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 03/26/2024] [Indexed: 05/05/2024] Open
Abstract
Objectives Elevated circulating DNA (cirDNA) concentrations were found to be associated with trauma or tissue damage which suggests involvement of inflammation or cell death in post-operative cirDNA release. We carried out the first prospective, multicenter study of the dynamics of cirDNA and neutrophil extracellular trap (NETs) markers during the perioperative period from 24 h before surgery up to 72 h after curative surgery in cancer patients. Methods We examined the plasma levels of two NETs protein markers [myeloperoxidase (MPO) and neutrophil elastase (NE)], as well as levels of cirDNA of nuclear (cir-nDNA) and mitochondrial (cir-mtDNA) origin in 29 colon, prostate, and breast cancer patients and in 114 healthy individuals (HI). Results The synergistic analytical information provided by these markers revealed that: (i) NETs formation contributes to post-surgery conditions; (ii) post-surgery cir-nDNA levels were highly associated with NE and MPO in colon cancer [r = 0.60 (P < 0.001) and r = 0.53 (P < 0.01), respectively], but not in prostate and breast cancer; (iii) each tumor type shows a specific pattern of cir-nDNA and NETs marker dynamics, but overall the pre- and post-surgery median values of cir-nDNA, NE, and MPO were significantly higher in cancer patients than in HI. Conclusion Taken as a whole, our work reveals the association of NETs formation with the elevated cir-nDNA release during a cancer patient's perioperative period, depending on surgical procedure or cancer type. By contrast, cir-mtDNA is poorly associated with NETs formation in the studied perioperative period, which would appear to indicate a different mechanism of release or suggest mitochondrial dysfunction.
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Affiliation(s)
- Andrei Kudriavtsev
- Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Montpellier 34298, France
| | - Brice Pastor
- Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Montpellier 34298, France
- Institut régional du Cancer de Montpellier, Montpellier 34298, France
| | - Alexia Mirandola
- Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Montpellier 34298, France
| | - Ekaterina Pisareva
- Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Montpellier 34298, France
| | - Yann Gricourt
- Department of Anaesthesiology and Pain Management, Centre Hospitalo-Universitaire (CHU) Carémeau, Place du Professeur Debré,Nîmes 30400, France
- University of Montpellier, Montpellier 34298, France
| | - Xavier Capdevila
- Division of Anaesthesia Intensive Care, Pain and Emergency Medicine, Montpellier University Hospital, Montpellier 34090, France
- Montpellier NeuroSciences Institute, INSERM U1298, University of Montpellier, Montpellier 34295, France
| | - Alain R Thierry
- Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Montpellier 34298, France
- Institut régional du Cancer de Montpellier, Montpellier 34298, France
| | - Philippe Cuvillon
- Department of Anaesthesiology and Pain Management, Centre Hospitalo-Universitaire (CHU) Carémeau, Place du Professeur Debré,Nîmes 30400, France
- University of Montpellier, Montpellier 34298, France
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Pietrantonio F, Bergamo F, Rossini D, Ghelardi F, De Grandis MC, Germani MM, Barsotti G, Formica V, Frassineti GL, Boscolo G, Cinieri S, Di Donato S, Antonuzzo L, Antoniotti C, Ambrosini M, Piva VM, Nichetti F, Fassan M, Cremolini C, Lonardi S. Negative hyperselection of elderly patients with RAS and BRAF wild-type metastatic colorectal cancer receiving initial panitumumab plus FOLFOX or 5-FU/LV. Eur J Cancer 2023; 195:113396. [PMID: 37924647 DOI: 10.1016/j.ejca.2023.113396] [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: 08/24/2023] [Revised: 10/06/2023] [Accepted: 10/13/2023] [Indexed: 11/06/2023]
Abstract
BACKGROUND Upfront anti-EGFR therapy represents the standard of care for patients with left-sided, MSS/pMMR, RAS and BRAF wild-type mCRC. Molecular 'hyperselection' may optimize EGFR inhibition by detecting additional resistance alterations. MATERIALS AND METHODS We used comprehensive genomic profiling on archival samples of elderly patients enrolled in the PANDA trial to detect: HER2 amplification/mutations; MET amplification; NTRK/ROS1/ALK/RET rearrangements; PIK3CA exon 20 mutations; PTEN alterations; AKT1 mutations; MAP2K1 mutations. We defined 'Gene Altered' (GA) patients whose tumour harboured at least one alteration, and 'Hyperselected' (HS) those without. Survival and tumour response outcomes were correlated to hyperselection status alone or combined with primary tumour sidedness or treatment arm. RESULTS Genomic alterations were detected in 41/147 patients (27.9%). PFS, OS and ORR were inferior in GA versus HS (median PFS: 7.6 versus 12.8 months, HR = 2.08, 95% CI: 1.43-3.03, p < 0.001; median OS: 20.0 versus 29.5 months, HR = 1.82, 95% CI:1.23-2.69, p = 0.002; ORR: 51% versus 71%; OR = 0.43, 95% CI: 0.21-0.91, p = 0.02). In the multivariable models, the impact of hyperselection on PFS and OS was confirmed. Lower ORR was observed with 5-FU/LV/panitumumab in GA (40% versus 62%), but not in HS (70% versus 72%). GA was associated with worse survival and response regardless of primary tumour sidedness, whereas in the HS subgroup, right-and left sided tumours had similar outcomes. CONCLUSIONS Molecular hyperselection and comprehensive genomic profiling have a potential usefulness in elderly patients with RAS/BRAF wild-type, pMMR/MSS mCRC, eligible for upfront EGFR inhibition.
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Affiliation(s)
- Filippo Pietrantonio
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori,, Milano, Italy
| | - Francesca Bergamo
- Department of Oncology, Veneto Institute of Oncology IOV - IRCCS, Padova, Italy
| | - Daniele Rossini
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy; Unit of Medical Oncology 2, University Hospital of Pisa, Pisa, Italy
| | - Filippo Ghelardi
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori,, Milano, Italy
| | - Maria Caterina De Grandis
- Department of Oncology, Veneto Institute of Oncology IOV - IRCCS, Padova, Italy; Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
| | - Marco Maria Germani
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy; Unit of Medical Oncology 2, University Hospital of Pisa, Pisa, Italy
| | - Giulia Barsotti
- Department of Oncology, Veneto Institute of Oncology IOV - IRCCS, Padova, Italy
| | | | - Giovanni Luca Frassineti
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori "Dino Amadori" (IRST), Meldola, Italy
| | - Giorgia Boscolo
- Medical Specialties Department, Oncology and Oncological Haematology, ULSS 3 Serenissima, Venice, Italy
| | - Saverio Cinieri
- Medical Oncology Unit, Ospedale Antonio Perrino, Brindisi, Italy
| | - Samantha Di Donato
- Department of Medical Oncology, Nuovo Ospedale di Prato Santo Stefano, Prato, Italy
| | - Lorenzo Antonuzzo
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy; Clinical Oncology Unit, Careggi University Hospital, Florence, Italy
| | - Carlotta Antoniotti
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy; Unit of Medical Oncology 2, University Hospital of Pisa, Pisa, Italy
| | - Margherita Ambrosini
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori,, Milano, Italy
| | | | - Federico Nichetti
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori,, Milano, Italy
| | - Matteo Fassan
- Department of Medicine (DIMED), University of Padua, Padua, Italy; Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Chiara Cremolini
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy; Unit of Medical Oncology 2, University Hospital of Pisa, Pisa, Italy
| | - Sara Lonardi
- Department of Oncology, Veneto Institute of Oncology IOV - IRCCS, Padova, Italy.
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Santini D, Botticelli A, Galvano A, Iuliani M, Incorvaia L, Gristina V, Taffon C, Foderaro S, Paccagnella E, Simonetti S, Fazio F, Scagnoli S, Pomati G, Pantano F, Perrone G, De Falco E, Russo A, Spinelli GP. Network approach in liquidomics landscape. J Exp Clin Cancer Res 2023; 42:193. [PMID: 37542343 PMCID: PMC10401883 DOI: 10.1186/s13046-023-02743-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 06/27/2023] [Indexed: 08/06/2023] Open
Abstract
Tissue-based biopsy is the present main tool to explore the molecular landscape of cancer, but it also has many limits to be frequently executed, being too invasive with the risk of side effects. These limits and the ability of cancer to constantly evolve its genomic profile, have recently led to the need of a less invasive and more accurate alternative, such as liquid biopsy. By searching Circulating Tumor Cells and residues of their nucleic acids or other tumor products in body fluids, especially in blood, but also in urine, stools and saliva, liquid biopsy is becoming the future of clinical oncology. Despite the current lack of a standardization for its workflows, that makes it hard to be reproduced, liquid biopsy has already obtained promising results for cancer screening, diagnosis, prognosis, and risk of recurrence.Through a more accessible molecular profiling of tumors, it could become easier to identify biomarkers predictive of response to treatment, such as EGFR mutations in non-small cell lung cancer and KRAS mutations in colorectal cancer, or Microsatellite Instability and Mismatch Repair as predictive markers of pembrolizumab response.By monitoring circulating tumor DNA in longitudinal repeated sampling of blood we could also predict Minimal Residual Disease and the risk of recurrence in already radically resected patients.In this review we will discuss about the current knowledge of limitations and strengths of the different forms of liquid biopsies for its inclusion in normal cancer management, with a brief nod to their newest biomarkers and its future implications.
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Affiliation(s)
- Daniele Santini
- Oncologia Medica A, Policlinico Umberto 1, La Sapienza Università Di Roma, Rome, Italy
| | - Andrea Botticelli
- Oncologia Medica A, Policlinico Umberto 1, La Sapienza Università Di Roma, Rome, Italy
| | - Antonio Galvano
- Section of Medical Oncology, Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy
| | - Michele Iuliani
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Department of Medicine and Surgery, Università Campus Bio-Medico Di Roma, Selcetta, Italy
| | - Lorena Incorvaia
- Section of Medical Oncology, Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy
| | - Valerio Gristina
- Section of Medical Oncology, Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy
| | - Chiara Taffon
- Anatomical Pathology Operative Research Unit, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
- Department of Medicine and Surgery, Research Unit of Anatomical Pathology, Università Campus Bio-Medico Di Roma, Rome, Italy
| | - Simone Foderaro
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Department of Medicine and Surgery, Università Campus Bio-Medico Di Roma, Selcetta, Italy
| | - Elisa Paccagnella
- Department of Medical Surgical Sciences and Biotechnologies, Sapienza University of Rome, C.So Della Repubblica 79, 04100, Latina, Italy
| | - Sonia Simonetti
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Department of Medicine and Surgery, Università Campus Bio-Medico Di Roma, Selcetta, Italy
| | - Federico Fazio
- UOC Oncologia Territoriale, Polo Pontino, La Sapienza Università Di Roma, Latina, Italy.
| | - Simone Scagnoli
- Oncologia Medica A, Policlinico Umberto 1, La Sapienza Università Di Roma, Rome, Italy
| | | | - Francesco Pantano
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Department of Medicine and Surgery, Università Campus Bio-Medico Di Roma, Selcetta, Italy
| | - Giuseppe Perrone
- Anatomical Pathology Operative Research Unit, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
- Department of Medicine and Surgery, Research Unit of Anatomical Pathology, Università Campus Bio-Medico Di Roma, Rome, Italy
| | - Elena De Falco
- Department of Medical Surgical Sciences and Biotechnologies, Sapienza University of Rome, C.So Della Repubblica 79, 04100, Latina, Italy
- Mediterranea Cardiocentro, 80122, Naples, Italy
| | - Antonio Russo
- Section of Medical Oncology, Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy
| | - Gian Paolo Spinelli
- UOC Oncologia Territoriale, Polo Pontino, La Sapienza Università Di Roma, Latina, Italy
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Brozos-Vázquez E, Lago-Lestón RM, Covela M, de la Cámara Gómez J, Fernández-Montes A, Candamio S, Vidal Y, Vázquez F, Abalo A, López R, Blanco C, Muinelo-Romay L, Ferreirós-Vidal I, López-López R. Clinicopathological Profiles Associated with Discordant RAS Mutational Status between Liquid and Tissue Biopsies in a Real-World Cohort of Metastatic Colorectal Cancer. Cancers (Basel) 2023; 15:3578. [PMID: 37509239 PMCID: PMC10377339 DOI: 10.3390/cancers15143578] [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: 06/06/2023] [Revised: 07/02/2023] [Accepted: 07/03/2023] [Indexed: 07/30/2023] Open
Abstract
We aimed to identify common mCRC profiles associated with a discordant mutational status of RAS between the standard of care (SoC) tumour tissue tests and ctDNA tests to understand ctDNA detection and improve treatment responses. This was a multicentre, retrospective and prospective study. A total of 366 Spanish mCRC patients were independently recruited. BEAMing ddPCR technology was employed to detect ctDNA RAS mutations, and logistic regression analyses were performed to investigate clinicopathological factors associated with discordance. The highest concordance ratios were observed in profiles with multiple metastatic sites when the liver was present (89.7%; 95% CI 84.8-93.2), profiles with synchronous disease without primary tumour resection (90.2%; 95% CI 83.6-94.3) and profiles with mCRC originating in the left colon (91.3%; 95% CI 85.0-95.0). Metachronous disease originating in the right colon (OR = 6.1; 95% CI 1.7-26.5; p-value = 0.006) or rectum (OR = 5.0; 95% CI 1.5-17.8; p-value = 0.009) showed the highest probability of discrepancies. Primary tumour resection and a higher frequency of single metastases in the peritoneum or lungs in these patients were associated with reduced plasmatic mutation allele fractions (MAFs) and an increased probability of showing false-negative genotypes. Additional testing of patients with mCRC originating in the right colon or rectum with a single non-mutated ctDNA test is advised before the choice of therapy.
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Affiliation(s)
- Elena Brozos-Vázquez
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Ramón Manuel Lago-Lestón
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
- Liquid Biopsy Unit, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
| | - Marta Covela
- Department of Medical Oncology, Lucus Augusti University Hospital of Lugo (CHULA), 27003 Lugo, Spain
| | | | - Ana Fernández-Montes
- Department of Medical Oncology, University Hospital Complex of Ourense (CHUO), 32005 Ourense, Spain
| | - Sonia Candamio
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Yolanda Vidal
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Francisca Vázquez
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Alicia Abalo
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
- Liquid Biopsy Unit, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
| | - Rosa López
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Cristina Blanco
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Laura Muinelo-Romay
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
- Liquid Biopsy Unit, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), 28029 Madrid, Spain
| | - Isabel Ferreirós-Vidal
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
- Liquid Biopsy Unit, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
| | - Rafael López-López
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
- Liquid Biopsy Unit, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), 28029 Madrid, Spain
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Filatova AA, Alekseeva LA, Savin IA, Sen'kova AV, Zenkova MA, Mironova NL. The Effect of Cell-Free DNA from Blood Serum of Mice with Metastatic Melanoma on Enhancement of Oncogenic Properties of Melanoma Cells. BIOCHEMISTRY. BIOKHIMIIA 2023; 88:995-1007. [PMID: 37751869 DOI: 10.1134/s0006297923070118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 03/13/2023] [Accepted: 03/13/2023] [Indexed: 09/28/2023]
Abstract
Currently, a significant increase in the levels of circulating cell-free DNA (cfDNA) in the blood of patients is considered as a generally recognized marker of the development of oncological diseases. Although the tumor-associated cfDNA has been well studied, its biological functions remain unclear. In this work, we investigated the effect of cfDNA isolated from the blood serum of the mice with B16-F10 metastatic melanoma on the properties of the B16-F10 melanoma cells in vitro. It was found that the profile of cfDNA isolated from the blood serum of mice with melanoma differs significantly from the cfDNA isolated from the blood serum of healthy mice, and is similar to the genomic DNA of B16 cells with regards to abundance of oncogenes and mobile genetic elements (MGE). It was shown that the cfDNA of mice with melanoma penetrated into B16 cells, resulting in the increase in abundance of oncogenes and MGE fragments, and caused 5-fold increase of the mRNA level of the secreted DNase Dnase1l3 and a slight increase of the mRNA level of the Jun, Fos, Ras, and Myc oncogenes. cfDNA of the healthy mice caused increase of the mRNA level of intracellular regulatory DNase EndoG and 4-fold increase of the mRNA level of Fos and Ras oncogenes, which are well-known triggers of a large number of signal cascades, from apoptosis inhibition to increased tumor cell proliferation. Thus, it is obvious that the circulating cfDNA of tumor origin is able to penetrate into the cells and, despite the fact that no changes were found in the level of viability and migration activity of the tumor cells, cfDNA, even with a single exposure, can cause changes at the cellular level that increase oncogenicity of the recipient cells.
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Affiliation(s)
- Alina A Filatova
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.
- Novosibirsk State University, Novosibirsk, 630090, Russia
| | - Ludmila A Alekseeva
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.
| | - Innokenty A Savin
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.
| | - Aleksandra V Sen'kova
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.
| | - Marina A Zenkova
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.
| | - Nadezhda L Mironova
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.
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Cohen R, Platell CF, McCoy MJ, Meehan K, Fuller K. Circulating tumour DNA in colorectal cancer management. Br J Surg 2023; 110:773-783. [PMID: 37190784 PMCID: PMC10364542 DOI: 10.1093/bjs/znad126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 01/17/2023] [Accepted: 04/28/2023] [Indexed: 05/17/2023]
Abstract
Circulating tumour DNA analysis can be performed using two opposing paradigms: tumour-informed and tumour-agnostic approaches. The first requires sequencing data from the primary tumour sample to identify tumour DNA in circulation, whereas the latter occurs without previous primary tumour genetic profiling.
Several preanalytical and laboratory considerations need to be taken into account before proceeding with in-house circulating tumour DNA analysis.
Detection of circulating tumour DNA after curative resection is associated with a significant risk of recurrence. For those with stage II disease and detectable postoperative circulating tumour DNA, administration of adjuvant chemotherapy results in a reduction in the number of patients receiving chemotherapy while providing non-inferior recurrence-free survival compared with standard histopathological decision-making algorithms.
Monitoring circulating tumour DNA during post-treatment surveillance may provide a significantly earlier diagnosis of recurrence.
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Affiliation(s)
- Ryan Cohen
- School of Biomedical Sciences, University of Western Australia, Perth, Western Australia, Australia
- Colorectal Cancer Unit, St John of God Subiaco Hospital, Perth, Western Australia, Australia
| | - Cameron F Platell
- Colorectal Cancer Unit, St John of God Subiaco Hospital, Perth, Western Australia, Australia
- School of Medicine, University of Western Australia, Perth, Western Australia, Australia
| | - Melanie J McCoy
- Colorectal Cancer Unit, St John of God Subiaco Hospital, Perth, Western Australia, Australia
- School of Medicine, University of Western Australia, Perth, Western Australia, Australia
| | - Katie Meehan
- School of Biomedical Sciences, University of Western Australia, Perth, Western Australia, Australia
| | - Kathy Fuller
- School of Biomedical Sciences, University of Western Australia, Perth, Western Australia, Australia
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Fan Y, Liu Y, Wang L, Cai Y, Cao W, Sun W, Zou X, Li B, Zhang Z, Cai S, Chuai S, Han Y, Pan X, Huang D. bITH, a blood-based metric of intratumor heterogeneity, is associated with clinical response to immune checkpoint blockade in non-small cell lung cancer. EBioMedicine 2023; 91:104564. [PMID: 37094467 PMCID: PMC10149223 DOI: 10.1016/j.ebiom.2023.104564] [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: 01/24/2022] [Revised: 03/28/2023] [Accepted: 03/29/2023] [Indexed: 04/26/2023] Open
Abstract
BACKGROUND Intratumor heterogeneity (ITH) has been associated with poor prognosis in advanced non-small cell cancer (NSCLC) patients receiving immune checkpoint blockade (ICB) therapies. However, there is currently no evidence supporting an ITH metric as a predictor of clinical benefit from ICB. The unique advantages of blood make it a promising material for ITH estimation and relevant applications. This study aims to develop and validate a blood-based ITH index for predicting ICB response. METHODS NSCLC patients from the OAK and POPLAR clinical trials were used as the training cohorts for algorithm development. Survival analyses with overall survival (OS) and progression-free survival (PFS) as endpoints were performed to assess clinical response. The predictive value of bITH was subsequently validated with an independent cohort of 42 NSCLC patients treated with PD-1 blockade. FINDINGS bITH was significantly associated with the differential OS and PFS elicited by atezolizumab vs. docetaxel in both univariable and multivariable analyses in the OAK patients, suggesting bITH as an independent predictor for response to ICB. Moreover, compared with blood tumor mutation burden (bTMB), bITH enabled greater OS segregation and comparable PFS segregation, and obtained a predictive role regardless of bTMB status. Moreover, the association between bITH and PFS was validated with an independent cohort. INTERPRETATION Patients with low blood-based ITH metric manifest significant OS and PFS benefit from immunotherapy versus chemotherapy. Future research is awaited to corroborate our findings and to enrich the clinical utility of ITH. FUNDING This study was supported by the National Natural Science Foundation of China (Nos. 81972718 and 81572321), the Natural Scientific Foundation of Zhejiang Province, China (No. LY19H160007), the Science and Technology Program for Health and Medicine in Zhejiang Province, China (No. 2021KY541), the Scientific Research Project, Science and Technology Department of Sichuan Province (No. 21YYJC1616), the Scientific Research Project, Sichuan Medical Association (No. S20002), Wu Jieping Medical Foundation (No. 320.6750), and 2018 Entrepreneurial Leading Talent of Guangzhou Huangpu District and Guangzhou Development District (No. 2022-L023).
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Affiliation(s)
- Yun Fan
- Department of Medical Thoracic Oncology, Cancer Hospital of University of Chinese Academy of Sciences, Zhejiang Cancer Hospital, China
| | - Yang Liu
- Department of Pathology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, China
| | - Liuchun Wang
- National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin Cancer Institute & Hospital, Tianjin Medical University, China
| | - Yiran Cai
- Burning Rock Biotech, Guangzhou, China
| | - Wen Cao
- Department of Oncology and Hematology, The Second Hospital of Hunan University of Chinese Medicine, China
| | | | - Xiao Zou
- Burning Rock Biotech, Guangzhou, China
| | - Bing Li
- Burning Rock Biotech, Guangzhou, China
| | | | | | | | | | - Xiaojie Pan
- Department of Thoracic Surgery, Fujian Provincial Hospital, China.
| | - Dingzhi Huang
- National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin Cancer Institute & Hospital, Tianjin Medical University, China.
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8
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de Abreu AR, Op de Beeck K, Laurent-Puig P, Taly V, Benhaim L. The Position of Circulating Tumor DNA in the Clinical Management of Colorectal Cancer. Cancers (Basel) 2023; 15:1284. [PMID: 36831626 PMCID: PMC9954551 DOI: 10.3390/cancers15041284] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 02/13/2023] [Accepted: 02/15/2023] [Indexed: 02/22/2023] Open
Abstract
Colorectal cancer (CRC) is the third most common cancer type worldwide, with over 1.9 million new cases and 935,000 related deaths in 2020. Within the next decade, the incidence of CRC is estimated to increase by 60% and the mortality by 80%. One of the underlying causes of poor prognosis is late detection, with 60 to 70% of the diagnoses occurring at advanced stages. Circulating cell-free DNA (ccfDNA) is probably the most promising tool for screening, diagnosis, prediction of therapeutic response, and prognosis. More specifically, the analysis of the tumor fraction within the ccfDNA (circulating tumor DNA, ctDNA) has great potential to improve the management of CRC. The present review provides an up-to-date and comprehensive overview of the various aspects related to ctDNA detection in CRC.
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Affiliation(s)
- Ana Regina de Abreu
- Center of Medical Genetics, University of Antwerp and Antwerp University Hospital, Prins Boudewijnlaan 43, 2650 Edegem, Belgium
- Center for Oncological Research, University of Antwerp and Antwerp University Hospital, Wilrijkstraat 10, 2650 Edegem, Belgium
| | - Ken Op de Beeck
- Center of Medical Genetics, University of Antwerp and Antwerp University Hospital, Prins Boudewijnlaan 43, 2650 Edegem, Belgium
- Center for Oncological Research, University of Antwerp and Antwerp University Hospital, Wilrijkstraat 10, 2650 Edegem, Belgium
| | - Pierre Laurent-Puig
- UMR-S1138, CNRS SNC5096, Équipe labélisée Ligue Nationale Contre le Cancer, Centre de Recherche des Cordeliers, Université de Paris, 75006 Paris, France
| | - Valerie Taly
- UMR-S1138, CNRS SNC5096, Équipe labélisée Ligue Nationale Contre le Cancer, Centre de Recherche des Cordeliers, Université de Paris, 75006 Paris, France
| | - Leonor Benhaim
- UMR-S1138, CNRS SNC5096, Équipe labélisée Ligue Nationale Contre le Cancer, Centre de Recherche des Cordeliers, Université de Paris, 75006 Paris, France
- Department of Visceral and Surgical Oncology, Gustave Roussy, Cancer Campus, 114 rue Edouard Vaillant, 94805 Villejuif, France
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9
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Jia LL, Zhao JX, Zhao LP, Tian JH, Huang G. Current status and quality of radiomic studies for predicting KRAS mutations in colorectal cancer patients: A systematic review and meta‑analysis. Eur J Radiol 2023; 158:110640. [PMID: 36525703 DOI: 10.1016/j.ejrad.2022.110640] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 11/13/2022] [Accepted: 11/28/2022] [Indexed: 12/14/2022]
Abstract
PURPOSE The purpose of this study was to evaluate the methodological quality of radiomics-based studies for noninvasive, preoperative prediction of Kirsten rat sarcoma (KRAS) mutations in patients with colorectal cancer; furthermore, we systematically evaluate the diagnostic accuracy of predicting models. METHODS We systematically searched PubMed, Embase, Cochrane Library and Web of Science databases up to 20 April 2022 for eligible studies. The methodological quality of included studies was assessed using the Quality Assessment of Diagnostic Accuracy Studies 2 (QUADAS-2) and Radiomics Quality Score (RQS) tools. A meta-analysis of studies on the prediction of KRAS status in colorectal cancer patients was performed. RESULT Twenty-nine studies were identified in the systematic review, including three studies on the prediction of KRAS status in colorectal cancer liver metastases. All studies had an average RQS score of 9.55 (26.5% of the total score), ranging from 3 to 17. Most studies demonstrated a low or unclear risk of bias in the domains of QUADAS-2. Nineteen studies were included in the meta-analysis, mostly imaged with magnetic resonance imaging (MRI), followed by computed tomography (CT), positron emission tomography-CT (PET/CT). With pooled sensitivity, specificity and area under the curve (AUC) of the training cohorts were 0.80(95% confidence interval(CI), 0.75-0.84), 0.80(95% CI, 0.74-0.85) and 0.87(95% CI, 0.84-0.90),respectively. The pooled sensitivity, specificity, and AUC for the validation cohorts (13 studies) were 0.78(95% CI, 0.71-0.84), 0.84(95% CI, 0.74-0.90), and 0.86(95% CI, 0.83-0.89), respectively. CONCLUSION Radiomics is a potential noninvasive technology that has a moderate preoperative diagnosis and prediction effect on KRAS mutations. However, it has not been implemented as a clinical decision-making tool. Future researchers should pay more attention to the methodological quality of the study and further externally validate the model using multicenter datasets.
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Affiliation(s)
- Lu-Lu Jia
- First Clinical School of Medicine, Gansu University of Chinese Medicine, Lanzhou 73000, China.
| | - Jian-Xin Zhao
- First Clinical School of Medicine, Gansu University of Chinese Medicine, Lanzhou 73000, China.
| | - Lian-Ping Zhao
- Department of Radiology, Gansu Provincial Hospital, Lanzhou 730000, China.
| | - Jin-Hui Tian
- Evidence-Based Medicine Center, School of Basic Medical Sciences, Lanzhou University, Lanzhou 730000, China.
| | - Gang Huang
- Department of Radiology, Gansu Provincial Hospital, Lanzhou 730000, China.
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10
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Boisteau E, Lespagnol A, De Tayrac M, Corre S, Perrot A, Rioux-Leclercq N, Martin-Lannerée S, Artru P, Chalabreysse P, Poureau PG, Doucet L, Coupez D, Bennouna J, Bossard C, Coriat R, Beuvon F, Bauguion L, Leclair F, Chautard R, Lecomte T, Guyetant S, Desgrippes R, Grasset D, Lhostis H, Bouhier-Leporrier K, Bibeau F, Edeline J, Galibert MD, Lièvre A. MiR-31-3p do not predict anti-EGFR efficacy in first-line therapy of RAS wild-type metastatic right-sided colon cancer. Clin Res Hepatol Gastroenterol 2022; 46:101888. [PMID: 35189426 DOI: 10.1016/j.clinre.2022.101888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 02/01/2022] [Accepted: 02/02/2022] [Indexed: 02/04/2023]
Abstract
BACKGROUND Low miR-31-3p expression was identified as predictive of anti-EGFR efficacy in RAS-wt mCRC. Primary tumor side was also proposed as a predictive factor of anti-EGFR benefit. This retrospective multicentric study evaluated the predictive role of miR-31-3p in right-sided RAS-wt mCRC patients treated with first-line CT+anti-EGFR or CT+bevacizumab (Beva). METHODS Seventy-two right-sided RAS-wt mCRC patients treated in first-line with CT+anti-EGFR (n = 43) or Beva (n = 29) were included. Overall survival (OS), progression-free survival (PFS) and response rate (RR) were analyzed and stratified according to tumor miR-31-3p expression level and targeted therapy (TT). RESULTS BRAF V600E mutation was more frequent in high vs low miR-31-3p expressers (60.6% vs 15.4%, P < 0.001). PFS was significantly longer with CT+Beva than with CT+anti-EGFR (13 vs 7 months; P = 0.024). Among low miR-31-3p expressers, PFS, OS and RR were not significantly different between the two groups, while in high miR-31-3p expressers, only PFS was longer in the CT+Beva group (11 vs 6 months; P = 0.03). In patients treated with CT+anti-EGFR, low miR-31-3p expressers had a significantly longer OS (20 vs 13 months; P = 0.02) than high miR-31-3p expressers. ORR was not significantly different between the two groups of treatment, in both low and high miR-31-3p expressers. MiR-31-3p expression status was statistically correlated between primary tumors and corresponding metastases. CONCLUSION In this study, miR-31-3p couldn't identify a subgroup of patients with right-sided RAS-wt mCRC who might benefit from anti-EGFR and suggest that Beva is the TT of choice in first-line treatment of these patients.
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Affiliation(s)
- Emeric Boisteau
- Department of Gastroenterology, Rennes University Hospital, University Hospital of Pontchaillou, 2 rue Henri Le Guilloux, Rennes 35033 Cedex 09, France
| | - Alexandra Lespagnol
- Department of Somatic Genetics of Cancer, Department of Molecular Genetics and Genomic, Rennes University Hospital, 2 rue Henri Le Guilloux, Rennes 35033 Cedex 09, France
| | - Marie De Tayrac
- Department of Somatic Genetics of Cancer, Department of Molecular Genetics and Genomic, Rennes University Hospital, 2 rue Henri Le Guilloux, Rennes 35033 Cedex 09, France; CNRS, IGDR (Institut de Génétique et Développement de Rennes),Université de Rennes, UMR 6290, Rennes F-35000, France
| | - Sébastien Corre
- CNRS, IGDR (Institut de Génétique et Développement de Rennes),Université de Rennes, UMR 6290, Rennes F-35000, France
| | - Anthony Perrot
- Department of Somatic Genetics of Cancer, Department of Molecular Genetics and Genomic, Rennes University Hospital, 2 rue Henri Le Guilloux, Rennes 35033 Cedex 09, France
| | - Nathalie Rioux-Leclercq
- University of Rennes 1, Rennes, France; Department of Pathological Anatomy and Cytology, Rennes University Hospital, Rennes, France
| | | | - Pascal Artru
- Digestive Oncology, Private Hospital Jean Mermoz, Lyon, France
| | - Philippe Chalabreysse
- Philippe Chalabreysse, cabinet de pathologie CYPATH, 201 route de Genas, Villeurbanne 69100, France
| | | | - Laurent Doucet
- Service d'Anatomie et Cytologie Pathologiques, Hôpital Morvan, CHRU Brest, Brest, France
| | - Dahna Coupez
- Digestive Oncology, Institut Des Maladies De l'Appareil Digestif, Centre Hospitalier Universitaire De Nantes, Nantes, France
| | - Jaafar Bennouna
- Digestive Oncology, Institut Des Maladies De l'Appareil Digestif, Centre Hospitalier Universitaire De Nantes, Nantes, France
| | - Céline Bossard
- Service d'Anatomie et cytologie pathologiques, CHU Nantes, Nantes, France; Université de Nantes, INSERM CRCINA, Nantes 44000, France
| | - Romain Coriat
- Gastroenterology and Digestive Oncology Unit, Hopital Cochin, APHP Centre, Université de Paris, Paris France
| | - Frédéric Beuvon
- Department of Pathology, Hôpital Cochin, Assistance Publique-Hôpitaux de Paris, AP-HP Centre-Université de Paris, Paris, France
| | - Lucile Bauguion
- Department of Gastroenterology, Centre Hospitalier Vendée, La Roche-sur-Yon, France
| | - François Leclair
- Service d'Anatomie et Cytologie Pathologiques, CHD Vendée, France
| | - Romain Chautard
- Department of Hepato-Gastroenterology and Digestive Oncology, CHRU de Tours, Tours, France
| | - Thierry Lecomte
- Department of Hepato-Gastroenterology and Digestive Oncology, CHRU de Tours, Tours, France; Université de Tours, EA 7501 GICC, Tours, France
| | - Serge Guyetant
- Service d'Anatomie Pathologique, Hôpital Trousseau, CHRU de Tours, France; Université de Tours, INRAE, ISP, Tours F-37000, France
| | - Romain Desgrippes
- Hépato-Gastro-Entérologie, Cancérologie Digestive, Centre Hospitalier de Saint Malo, France
| | - Denis Grasset
- Service de Gastroentérologie, Centre Hospitalier Bretagne Atlantique, 20 boulevard Guillaudot, Vannes 56017, France
| | - Hélène Lhostis
- Department of Anatomy and Cytopathology, Centre Hospitalier Bretagne Atlantique, Vannes, France
| | | | - Frédéric Bibeau
- Service d'Anatomie et Cytologie pathologiques, CHU de Caen, Université de Caen, Normandie, France
| | - Julien Edeline
- University of Rennes 1, Rennes, France; Department of Medical Oncology, Eugène Marquis Anticancer Center, Rennes, France
| | - Marie-Dominique Galibert
- Department of Somatic Genetics of Cancer, Department of Molecular Genetics and Genomic, Rennes University Hospital, 2 rue Henri Le Guilloux, Rennes 35033 Cedex 09, France; CNRS, IGDR (Institut de Génétique et Développement de Rennes),Université de Rennes, UMR 6290, Rennes F-35000, France.
| | - Astrid Lièvre
- Department of Gastroenterology, Rennes University Hospital, University Hospital of Pontchaillou, 2 rue Henri Le Guilloux, Rennes 35033 Cedex 09, France; INSERM U1242 "Chemistry Oncogenesis Stress Signaling", Rennes 1 University, Rennes, France.
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11
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Nakamura Y, Okamoto W, Denda T, Nishina T, Komatsu Y, Yuki S, Yasui H, Esaki T, Sunakawa Y, Ueno M, Shinozaki E, Matsuhashi N, Ohta T, Kato K, Ohtsubo K, Bando H, Hara H, Satoh T, Yamazaki K, Yamamoto Y, Okano N, Terazawa T, Kato T, Oki E, Tsuji A, Horita Y, Hamamoto Y, Kawazoe A, Nakajima H, Nomura S, Mitani R, Yuasa M, Akagi K, Yoshino T. Clinical Validity of Plasma-Based Genotyping for Microsatellite Instability Assessment in Advanced GI Cancers: SCRUM-Japan GOZILA Substudy. JCO Precis Oncol 2022; 6:e2100383. [PMID: 35188805 PMCID: PMC8974570 DOI: 10.1200/po.21.00383] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
PURPOSE Circulating tumor DNA (ctDNA) genotyping may guide targeted therapy for patients with advanced GI cancers. However, no studies have validated ctDNA genotyping for microsatellite instability (MSI) assessment in comparison with a tissue-based standard. PATIENTS AND METHODS The performance of plasma-based MSI assessment using Guardant360, a next-generation sequencing–based ctDNA assay, was compared with that of tissue-based MSI assessment using a validated polymerase chain reaction–based method in patients with advanced GI cancers enrolled in GOZILA study, a nationwide ctDNA profiling study. The primary end points were overall percent agreement, positive percent agreement (PPA), and negative percent agreement. The efficacy of immune checkpoint inhibitor therapy was also evaluated. RESULTS In 658 patients with advanced GI cancers who underwent both plasma and tissue testing for MSI, the overall percent agreement, PPA, and negative percent agreement were 98.2% (95% CI, 96.8 to 99.1), 71.4% (95% CI, 47.8 to 88.7), and 99.1% (95% CI, 98.0 to 99.7), respectively. In patients whose plasma samples had a ctDNA fraction ≥ 1.0%, the PPA was 100.0% (15/15; 95% CI, 78.2 to 100.0). Three patients with MSI-high (MSI-H) tumors detected only by ctDNA genotyping achieved clinical benefits after receiving anti–programmed cell death 1 therapy with the progression-free survival ranging from 4.3 to 16.7 months. One patient with an aggressive cancer of an unknown primary site benefited from pembrolizumab after rapid detection of MSI-H by ctDNA genotyping. CONCLUSION ctDNA genotyping was able to detect MSI with high concordance to validated tissue-based MSI testing, especially in patients with tumors that have sufficient ctDNA shedding. Furthermore, ctDNA genotyping enabled identification of patients with MSI-H tumors who benefited from immune checkpoint inhibitor treatment.
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Affiliation(s)
- Yoshiaki Nakamura
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan.,Translational Research Support Section, National Cancer Center Hospital East, Kashiwa, Japan
| | - Wataru Okamoto
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan.,Translational Research Support Section, National Cancer Center Hospital East, Kashiwa, Japan.,Cancer Treatment Center, Hiroshima University Hospital, Hiroshima, Japan
| | - Tadamichi Denda
- Division of Gastroenterology, Chiba Cancer Center, Chiba, Japan
| | - Tomohiro Nishina
- Gastrointestinal Medical Oncology, National Hospital Organization Shikoku Cancer Center, Matsuyama, Japan
| | - Yoshito Komatsu
- Department of Cancer Center, Hokkaido University Hospital, Sapporo, Japan
| | - Satoshi Yuki
- Department of Gastroenterology and Hepatology, Hokkaido University Hospital, Sapporo, Japan
| | - Hisateru Yasui
- Department of Medical Oncology, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Taito Esaki
- Department of Gastrointestinal and Medical Oncology, National Hospital Organization Kyushu Cancer Center, Fukuoka, Japan
| | - Yu Sunakawa
- Department of Clinical Oncology, St Marianna University School of Medicine, Kawasaki, Japan
| | - Makoto Ueno
- Department of Gastroenterology, Hepatobiliary and Pancreatic Medical Oncology Division, Kanagawa Cancer Center, Yokohama, Japan
| | - Eiji Shinozaki
- Department of Gastroenterological Chemotherapy, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Nobuhisa Matsuhashi
- Department of Gastroenterological Surgery, Graduate School of Medicine, Gifu University, Gifu, Japan
| | - Takashi Ohta
- Department of Clinical Oncology, Kansai Rosai Hospital, Amagasaki, Japan
| | - Ken Kato
- Department of Head and Neck, Esophageal Medical Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Koushiro Ohtsubo
- Division of Medical Oncology, Cancer Research Institute, Kanazawa University, Kanazawa, Japan
| | - Hideaki Bando
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan.,Translational Research Support Section, National Cancer Center Hospital East, Kashiwa, Japan.,Department of Clinical Oncology, Aichi Cancer Center, Nagoya, Japan
| | - Hiroki Hara
- Department of Gastroenterology, Saitama Cancer Center, Ina, Japan
| | - Taroh Satoh
- Department of Frontier Science for Cancer and Chemotherapy, Graduate School of Medicine, Osaka University, Suita, Japan
| | - Kentaro Yamazaki
- Division of Gastrointestinal Oncology, Shizuoka Cancer Center, Nagaizumi, Japan
| | - Yoshiyuki Yamamoto
- Department of Gastroenterology, University of Tsukuba Hospital, Tsukuba, Japan
| | - Naohiro Okano
- Department of Medical Oncology, Kyorin University Faculty of Medicine, Mitaka, Japan
| | - Tetsuji Terazawa
- Cancer Chemotherapy Center, Osaka Medical College Hospital, Takatsuki, Japan
| | - Takeshi Kato
- Department of Surgery, National Hospital Organization Osaka National Hospital, Osaka, Japan
| | - Eiji Oki
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Akihito Tsuji
- Department of Clinical Oncology, Kagawa University Hospital, Miki, Japan
| | - Yosuke Horita
- Department of Medical Oncology, Saitama Medical University International Medical Center, Hidaka, Japan
| | - Yasuo Hamamoto
- Keio Cancer Center, Keio University School of Medicine, Tokyo, Japan
| | - Akihito Kawazoe
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Hiromichi Nakajima
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Shogo Nomura
- Clinical Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Ryuta Mitani
- Translational Research Support Section, National Cancer Center Hospital East, Kashiwa, Japan
| | - Mihoko Yuasa
- Translational Research Support Section, National Cancer Center Hospital East, Kashiwa, Japan
| | - Kiwamu Akagi
- Department of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Ina, Japan
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
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12
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Pastor B, Abraham JD, Pisareva E, Sanchez C, Kudriavstev A, Tanos R, Mirandola A, Mihalovičová L, Pezzella V, Adenis A, Ychou M, Mazard T, Thierry AR. Association of neutrophil extracellular traps with the production of circulating DNA in patients with colorectal cancer. iScience 2022; 25:103826. [PMID: 35198886 PMCID: PMC8844218 DOI: 10.1016/j.isci.2022.103826] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 11/04/2021] [Accepted: 01/21/2022] [Indexed: 02/06/2023] Open
Abstract
We postulate that a significant part of circulating DNA (cirDNA) originates in the degradation of neutrophil extracellular traps (NETs). In this study, we examined the plasma level of two markers of NETs (myeloperoxidase (MPO) and neutrophil elastase (NE)), as well as cirDNA levels in 219 patients with a metastatic colorectal cancer (mCRC), and in 114 healthy individuals (HI). We found that in patients with mCRC the content of these analytes was (i) highly correlated, and (ii) all statistically different (p < 0.0001) than in HI (N = 114). These three NETs markers may readily distinguish between patients with mCRC from HI, (0.88, 0.86, 0.84, and 0.95 AUC values for NE, MPO, cirDNA, and NE + MPO + cirDNA, respectively). Concomitant analysis of anti-phospholipid (anti-cardiolipin), NE, MPO, and cirDNA plasma concentrations in patients with mCRC might have value for thrombosis prevention, and suggested that NETosis may be a critical factor in the immunological response/phenomena linked to tumor progression. NETs markers correlate with cirDNA amounts in patients with mCRC not in healthy subjects Quantifying NETs markers and cirDNA could distinguish mCRC from healthy subjects Analysis of NETs markers, cirDNA, and aPL may have value for thrombosis prevention A strong fraction of cirDNA concentration could be derived from NETs in patients with mCRC
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Affiliation(s)
- Brice Pastor
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier F-34298, France
| | - Jean-Daniel Abraham
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier F-34298, France
| | - Ekaterina Pisareva
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier F-34298, France
| | - Cynthia Sanchez
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier F-34298, France
| | - Andrei Kudriavstev
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier F-34298, France
| | - Rita Tanos
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier F-34298, France
| | - Alexia Mirandola
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier F-34298, France
| | - Lucia Mihalovičová
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier F-34298, France.,Institute of Molecular Biomedicine, Faculty of Medicine, Comenius University, Sasinkova 4, Bratislava 811 08, Slovakia
| | | | - Antoine Adenis
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier F-34298, France.,Department of Medical Oncology, Montpellier Cancer Institute (ICM), Montpellier, France
| | - Marc Ychou
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier F-34298, France.,Department of Medical Oncology, Montpellier Cancer Institute (ICM), Montpellier, France
| | - Thibault Mazard
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier F-34298, France.,Department of Medical Oncology, Montpellier Cancer Institute (ICM), Montpellier, France
| | - Alain R Thierry
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier F-34298, France.,Department of Medical Oncology, Montpellier Cancer Institute (ICM), Montpellier, France
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13
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Stasik S, Mende M, Schuster C, Mahler S, Aust D, Tannapfel A, Reinacher-Schick A, Baretton G, Krippendorf C, Bornhäuser M, Ehninger G, Folprecht G, Thiede C. Sensitive Quantification of Cell-Free Tumor DNA for Early Detection of Recurrence in Colorectal Cancer. Front Genet 2022; 12:811291. [PMID: 35069704 PMCID: PMC8766716 DOI: 10.3389/fgene.2021.811291] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 12/13/2021] [Indexed: 12/12/2022] Open
Abstract
The detection of plasma cell–free tumor DNA (ctDNA) is prognostic in colorectal cancer (CRC) and has potential for early prediction of disease recurrence. In clinical routine, ctDNA-based diagnostics are limited by the low concentration of ctDNA and error rates of standard next-generation sequencing (NGS) approaches. We evaluated the potential to increase the stability and yield of plasma cell–free DNA (cfDNA) for routine diagnostic purposes using different blood collection tubes and various manual or automated cfDNA extraction protocols. Sensitivity for low-level ctDNA was measured in KRAS-mutant cfDNA using an error-reduced NGS procedure. To test the applicability of rapid evaluation of ctDNA persistence in clinical routine, we prospectively analyzed postoperative samples of 67 CRC (stage II) patients. ctDNA detection was linear between 0.0045 and 45%, with high sensitivity (94%) and specificity (100%) for mutations at 0.1% VAF. The stability and yield of cfDNA were superior when using Streck BCT tubes and a protocol by Zymo Research. Sensitivity for ctDNA increased 1.5-fold by the integration of variant reads from triplicate PCRs and with PCR template concentration. In clinical samples, ctDNA persistence was found in ∼9% of samples, drawn 2 weeks after surgery. Moreover, in a retrospective analysis of 14 CRC patients with relapse during adjuvant therapy, we successfully detected ctDNA (median 0.38% VAF; range 0.18–5.04% VAF) in 92.85% of patients significantly prior (median 112 days) to imaging-based surveillance. Using optimized pre-analytical conditions, the detection of postoperative ctDNA is feasible with excellent sensitivity and allows the prediction of CRC recurrence in routine oncology testing.
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Affiliation(s)
- Sebastian Stasik
- Medical Department I, University Hospital Carl Gustav Carus, Technische Universität, Dresden, Germany.,National Center for Tumor Diseases (NCT), Partner Site Dresden, Heidelberg, Germany
| | - Marika Mende
- Medical Department I, University Hospital Carl Gustav Carus, Technische Universität, Dresden, Germany
| | | | - Sandra Mahler
- Medical Department I, University Hospital Carl Gustav Carus, Technische Universität, Dresden, Germany
| | - Daniela Aust
- Institute of Pathology, University Hospital Carl Gustav Carus, Technische Universität, Dresden, Germany
| | | | - Anke Reinacher-Schick
- Department of Hematology, Oncology and Palliative Care, St. Josef Hospital, Ruhr University, Bochum, Germany
| | - Gustavo Baretton
- Institute of Pathology, University Hospital Carl Gustav Carus, Technische Universität, Dresden, Germany
| | | | - Martin Bornhäuser
- Medical Department I, University Hospital Carl Gustav Carus, Technische Universität, Dresden, Germany.,National Center for Tumor Diseases (NCT), Partner Site Dresden, Heidelberg, Germany
| | - Gerhard Ehninger
- Medical Department I, University Hospital Carl Gustav Carus, Technische Universität, Dresden, Germany
| | - Gunnar Folprecht
- Medical Department I, University Hospital Carl Gustav Carus, Technische Universität, Dresden, Germany
| | - Christian Thiede
- Medical Department I, University Hospital Carl Gustav Carus, Technische Universität, Dresden, Germany
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14
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Duffy MJ, Crown J. Use of Circulating Tumour DNA (ctDNA) for Measurement of Therapy Predictive Biomarkers in Patients with Cancer. J Pers Med 2022; 12:99. [PMID: 35055414 PMCID: PMC8779216 DOI: 10.3390/jpm12010099] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 12/21/2021] [Accepted: 12/30/2021] [Indexed: 01/27/2023] Open
Abstract
Biomarkers that predict likely response or resistance to specific therapies are critical in personalising treatment for cancer patients. Such biomarkers are now available for an increasing number of anti-cancer therapies, especially targeted therapy and immunotherapy. The gold-standard method for determining predictive biomarkers requires tumour tissue. Obtaining tissue, however, is not always possible and even if possible, the amount or quality of tissue obtained may be inadequate for biomarker analysis. Tumour DNA, however, can be released into the bloodstream, giving rise to what is referred to as circulating tumour DNA (ctDNA). In contrast to tissue, blood can be obtained from effectively all patients in a minimally invasive and safe manner. Other advantages of blood over tissue for biomarker testing include a shorter turn-around time and an ability to perform serial measurements. Furthermore, blood should provide a more complete profile of mutations present in heterogeneous tumours than a single-needle tissue biopsy. A limitation of blood vis-à-vis tissue, however, is lower sensitivity and, thus, the possibility of missing an actionable mutation. Despite this limitation, blood-based predictive biomarkers, such as mutant EGFR for predicting response to EGFR tyrosine kinase inhibitors in advanced non-small-cell lung cancer and mutant PIK3CA for predicting response to alpelisib in combination with fulvestrant in advanced breast cancer, may be used when tissue is unavailable. Although tissue remains the gold standard for detecting predictive biomarkers, it is likely that several further blood-based assays will soon be validated and used when tissue is unavailable or unsuitable for analysis.
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Affiliation(s)
- Michael J. Duffy
- UCD School of Medicine, Conway Institute of Biomolecular and Biomedical Research, University College Dublin, D04 V1W Dublin, Ireland
- UCD Clinical Research Centre, St. Vincent’s University Hospital, D04 T6F4 Dublin, Ireland
| | - John Crown
- Department of Medical Oncology, St Vincent’s University Hospital, D04 T6F4 Dublin, Ireland;
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15
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Ye P, Cai P, Xie J, Zhang J. Reliability of BRAF mutation detection using plasma sample: A systematic review and meta-analysis. Medicine (Baltimore) 2021; 100:e28382. [PMID: 34941166 PMCID: PMC8701458 DOI: 10.1097/md.0000000000028382] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Revised: 11/10/2021] [Accepted: 12/01/2021] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Testing of B-Raf proto-oncogene (BRAF) mutation in tumor is necessary before targeted therapies are given. When tumor samples are not available, plasma samples are commonly used for the testing of BRAF mutation. The aim of this study was to investigate the diagnostic accuracy of BRAF mutation testing using plasma sample of cancer patients. METHODS Databases of Pubmed, Embase, and Cochrane Library were searched for eligible studies investigating BRAF mutation in paired tissue and plasma samples of cancer patients. A total of 798 publications were identified after database searching. After removing 229 duplicated publications, 569 studies were screened using the following exclusion criteria: (1) BRAF mutation not measured in plasma or in tumor sample; (2) lacking BRAF-wildtype or BRAF-mutated samples; (3) tissue and plasma samples not paired; (4) lacking tumor or plasma samples; (5) not plasma sample; (6) not cancer; (7) un-interpretable data. Accuracy data and relevant information were extracted from each eligible study by 2 independent researchers and analyzed using statistical software. RESULTS After pooling the accuracy data from 3943 patients of the 53 eligible studies, the pooled sensitivity, specificity, and diagnostic odds ratio of BRAF mutation testing using plasma sample were 69%, 98%, and 55.78, respectively. Area under curve of summary receiver operating characteristic curve was 0.9435. Subgroup analysis indicated that BRAF mutation testing using plasma had overall higher accuracy (diagnostic odds ratio of 89.17) in colorectal cancer, compared to melanoma and thyroid carcinoma. In addition, next-generation sequencing had an overall higher accuracy in detecting BRAF mutation using plasma sample (diagnostic odds ratio of 63.90), compared to digital polymerase chain reaction (PCR) and conventional PCR, while digital PCR showed the highest sensitivity (74%) among the 3 techniques. CONCLUSION BRAF testing using plasma sample showed an overall high accuracy compared to paired tumor tissue sample, which could be used for cancer genotyping when tissue sample is not available. Large prospective studies are needed to further investigate the accuracy of BRAF mutation testing in plasma sample.
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Affiliation(s)
- Peng Ye
- Department of Anatomy and Histology, School of Preclinical Medicine, Chengdu University, Chengdu, P.R. China
| | - Peiling Cai
- Department of Anatomy and Histology, School of Preclinical Medicine, Chengdu University, Chengdu, P.R. China
| | - Jing Xie
- Department of Pathology and Clinical Laboratory, Sichuan Provincial Fourth People's Hospital, Chengdu, P.R. China
| | - Jie Zhang
- Adverse Drug Reaction Monitoring Center, Chengdu, P.R. China
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16
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Concordance of acquired mutations between metastatic lesions and liquid biopsy in metastatic colorectal cancer. Future Sci OA 2021; 7:FSO757. [PMID: 34840814 PMCID: PMC8609982 DOI: 10.2144/fsoa-2021-0059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 10/07/2021] [Indexed: 11/25/2022] Open
Abstract
Aim: To evaluate whether PCR-reverse sequence-specific oligonucleotide can examine the concordance between liquid biopsy and metastatic lesions with acquired resistance. Materials & methods: We examined acquired mutations in chemoresistant lesions and blood obtained from four patients with RAS wild-type metastatic colorectal cancer who underwent treatment with anti-epidermal growth factor receptor antibodies. Results: In one patient, metastatic lesions harbored diverse acquired mutations in KRAS in all seven metastases; the two acquired mutations were detectable in blood collected after the patient acquired resistance. None of the other patients exhibited liquid biopsy mutations, except one, with a BRAF mutation confirmed in primary tumor and peritoneal dissemination. Conclusion: Liquid biopsy based on PCR-reverse sequence-specific oligonucleotide is a successful procedure for capturing acquired mutations with precise information on the RAS mutational spectrum.
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17
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Sahin I, Saat H, Aksoy S, Dizdar O, Erdem HB, Bahsi T. Liquid biopsy: Novel perspectives on the importance and spectrum of PIK3CA, PTEN and RET mutations in solid tumors. Mol Clin Oncol 2021; 16:1. [PMID: 34824841 PMCID: PMC8609516 DOI: 10.3892/mco.2021.2434] [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: 05/01/2021] [Accepted: 07/28/2021] [Indexed: 11/14/2022] Open
Abstract
Many people die from lung and breast cancer. Consequently, both physicians and researchers strive to provide reliable monitoring for disease, diagnosis and prognosis as well as resistance prediction. In the present study, a comprehensive liquid biopsy panel was performed on 474 patients to examine the importance and spectrum of recurrent somatic cancer mutations. Most patients visited the clinic with a diagnosis of advanced resistant cancer. The patients underwent a comprehensive liquid biopsy panel. Patients were divided into four groups based on cancer type as follows: Lung (n=379, 79.9%), breast (n=72, 15.2%), gastrointestinal (n=11, 2.3%) and other (n=12, 2.5%). Tier I-II-III classified variants were included in the study. The mean age was 60 years, with a range of 20-86 years. There were notably more male (n=272, 57.4%) than female patients (n=202, 42.6%). The most commonly mutated genes were TP53, EGFR, PIK3CA, RET, PTEN, MET, ATM and KRAS. The most common mutations were ‘PIK3CA, c.3140A>G, p.His1047Arg’, ‘RET, c.2324delinsGAC, p.Glu775Glyfs*6’, ‘TP53, c.217G>C, p.Val73Leu’, ‘EGFR, c.2155G>A, p.Gly719Ser’, ‘PIK3CA, c.1624G>A, p.Glu542Lys’, ‘PTEN, c.397G>A, p.Val133Ile’ and ‘EGFR, c.2235_2249del, p.Glu746_Ala750del’. The PIK3CA, PTEN and RET variants showed a higher incidence in the breast and lung groups compared with other groups. To the best of our knowledge, the present study is the first to concentrate on PIK3CA, PTEN and RET mutations in the context of breast and lung adenocarcinoma and to evaluate both genetic variability and the effect of treatment. The present results showed that patients with solid tumors, particularly lung and breast cancer, may benefit from PIK3CA, PTEN and RET sequencing to assess clinical characteristics and prognosis. Discoveries regarding the gene structure and mechanisms of PIK3CA, PTEN and RET may inform more clinically meaningful therapeutic approaches for patients with cancer and serve an essential role in improving individual risk prediction, therapy and prognosis.
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Affiliation(s)
- Ibrahim Sahin
- Department of Medical Genetics, University of Health Sciences, Dışkapı Yıldırım Beyazıt Training and Research Hospital, 06110 Ankara, Turkey
| | - Hanife Saat
- Department of Medical Genetics, University of Health Sciences, Dışkapı Yıldırım Beyazıt Training and Research Hospital, 06110 Ankara, Turkey
| | - Sercan Aksoy
- Department of Medical Oncology, Hacettepe University Cancer Institute, 06590 Ankara, Turkey
| | - Omer Dizdar
- Department of Medical Oncology, Hacettepe University Cancer Institute, 06590 Ankara, Turkey
| | - Haktan Bagis Erdem
- Department of Medical Genetics, University of Health Sciences, Dr. Abdurrahman Yurtaslan Ankara Oncology Training and Research Hospital, 06105 Ankara, Turkey
| | - Taha Bahsi
- Department of Medical Genetics, University of Health Sciences, Dr. Abdurrahman Yurtaslan Ankara Oncology Training and Research Hospital, 06105 Ankara, Turkey
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18
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Naidoo M, Piercey O, Tie J. Circulating Tumour DNA and Colorectal Cancer: the Next Revolutionary Biomarker? Curr Oncol Rep 2021; 23:140. [PMID: 34735665 DOI: 10.1007/s11912-021-01137-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/30/2021] [Indexed: 12/24/2022]
Abstract
PURPOSE OF REVIEW Improving outcomes for patients with colorectal cancer in both the adjuvant and metastatic setting has been challenging. Here, we review the current and future directions for using ctDNA in clinical practice. RECENT FINDINGS Circulating tumour DNA (ctDNA) with its ability to detect minimal residual disease is beginning to refine the way we assess recurrence risk in the adjuvant setting. We can potentially tailor treatments to reduce recurrence risk and minimize treatment toxicity. In the metastatic setting, ctDNA can provide a less invasive method of detecting clinically important genetic changes to guide molecularly targeted treatment and to identify mechanisms of molecular resistance. ctDNA can be a surrogate marker for treatment response and help guide the timing of anti-EGFR rechallenge. We await the results of the randomized clinical trials assessing clinical utility of ctDNA in both the adjuvant and metastatic setting before incorporating ctDNA into clinical practice.
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Affiliation(s)
- Mahendra Naidoo
- Department of Medical Oncology, Peter MacCallum Cancer Centre, 305 Grattan St, Parkville Melbourne, VIC 3000, Australia.
| | - Oliver Piercey
- Department of Medical Oncology, Peter MacCallum Cancer Centre, 305 Grattan St, Parkville Melbourne, VIC 3000, Australia
| | - Jeanne Tie
- Department of Medical Oncology, Peter MacCallum Cancer Centre, 305 Grattan St, Parkville Melbourne, VIC 3000, Australia.,Division of Personalised Oncology, The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, 3052, Australia.,Department of Medical Oncology, Western Health, Melbourne, VIC, 3021, Australia.,Sir Peter MacCallum, Department of Oncology, The University of Melbourne, Melbourne, VIC, 3010, Australia
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19
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Kerachian MA, Azghandi M, Mozaffari-Jovin S, Thierry AR. Guidelines for pre-analytical conditions for assessing the methylation of circulating cell-free DNA. Clin Epigenetics 2021; 13:193. [PMID: 34663458 PMCID: PMC8525023 DOI: 10.1186/s13148-021-01182-7] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 10/04/2021] [Indexed: 02/06/2023] Open
Abstract
Methylation analysis of circulating cell-free DNA (cirDNA), as a liquid biopsy, has a significant potential to advance the detection, prognosis, and treatment of cancer, as well as many genetic disorders. The role of epigenetics in disease development has been reported in several hereditary disorders, and epigenetic modifications are regarded as one of the earliest and most significant genomic aberrations that arise during carcinogenesis. Liquid biopsy can be employed for the detection of these epigenetic biomarkers. It consists of isolation (pre-analytical) and detection (analytical) phases. The choice of pre-analytical variables comprising cirDNA extraction and bisulfite conversion methods can affect the identification of cirDNA methylation. Indeed, different techniques give a different return of cirDNA, which confirms the importance of pre-analytical procedures in clinical diagnostics. Although novel techniques have been developed for the simplification of methylation analysis, the process remains complex, as the steps of DNA extraction, bisulfite treatment, and methylation detection are each carried out separately. Recent studies have noted the absence of any standard method for the pre-analytical processing of methylated cirDNA. We have therefore conducted a comprehensive and systematic review of the important pre-analytical and analytical variables and the patient-related factors which form the basis of our guidelines for analyzing methylated cirDNA in liquid biopsy.
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Affiliation(s)
- Mohammad Amin Kerachian
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
- Cancer Genetics Research Unit, Reza Radiotherapy and Oncology Center, Mashhad, Iran.
| | - Marjan Azghandi
- Cancer Genetics Research Unit, Reza Radiotherapy and Oncology Center, Mashhad, Iran
- Department of Animal Science, Faculty of Agriculture, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Sina Mozaffari-Jovin
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Alain R Thierry
- IRCM, Institute of Research in Oncology of Montpellier, Montpellier, France.
- INSERM, U1194, Montpellier, France.
- University of Montpellier, Montpellier, France.
- ICM, Regional Institute of Cancer of Montpellier, Montpellier, France.
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20
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Wu W, Liu Y, Zeng S, Han Y, Shen H. Intratumor heterogeneity: the hidden barrier to immunotherapy against MSI tumors from the perspective of IFN-γ signaling and tumor-infiltrating lymphocytes. J Hematol Oncol 2021; 14:160. [PMID: 34620200 PMCID: PMC8499512 DOI: 10.1186/s13045-021-01166-3] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2021] [Accepted: 09/07/2021] [Indexed: 12/15/2022] Open
Abstract
In this era of precision medicine, with the help of biomarkers, immunotherapy has significantly improved prognosis of many patients with malignant tumor. Deficient mismatch repair (dMMR)/microsatellite instability (MSI) status is used as a biomarker in clinical practice to predict favorable response to immunotherapy and prognosis. MSI is an important characteristic which facilitates mutation and improves the likelihood of a favorable response to immunotherapy. However, many patients with dMMR/MSI still respond poorly to immunotherapies, which partly results from intratumor heterogeneity propelled by dMMR/MSI. In this review, we discuss how dMMR/MSI facilitates mutations in tumor cells and generates intratumor heterogeneity, especially through type II interferon (IFN-γ) signaling and tumor-infiltrating lymphocytes (TILs). We discuss the mechanism of immunotherapy from the perspective of dMMR/MSI, molecular pathways and TILs, and we discuss how intratumor heterogeneity hinders the therapeutic effect of immunotherapy. Finally, we summarize present techniques and strategies to look at the tumor as a whole to design personalized regimes and achieve favorable prognosis.
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Affiliation(s)
- Wantao Wu
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China, 410008
- Key Laboratory for Molecular Radiation Oncology of Hunan Province, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China, 410008
| | - Yihan Liu
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China, 410008
- Key Laboratory for Molecular Radiation Oncology of Hunan Province, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China, 410008
| | - Shan Zeng
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China, 410008.
- Key Laboratory for Molecular Radiation Oncology of Hunan Province, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China, 410008.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, People's Republic of China.
| | - Ying Han
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China, 410008.
- Key Laboratory for Molecular Radiation Oncology of Hunan Province, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China, 410008.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, People's Republic of China.
| | - Hong Shen
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China, 410008.
- Key Laboratory for Molecular Radiation Oncology of Hunan Province, Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China, 410008.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, People's Republic of China.
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21
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Han X, Zhang S, Zhou DC, Wang D, He X, Yuan D, Li R, He J, Duan X, Wendl MC, Ding L, Niu B. MSIsensor-ct: microsatellite instability detection using cfDNA sequencing data. Brief Bioinform 2021; 22:bbaa402. [PMID: 33461213 PMCID: PMC8424396 DOI: 10.1093/bib/bbaa402] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 11/25/2020] [Indexed: 12/13/2022] Open
Abstract
MOTIVATION Microsatellite instability (MSI) is a promising biomarker for cancer prognosis and chemosensitivity. Techniques are rapidly evolving for the detection of MSI from tumor-normal paired or tumor-only sequencing data. However, tumor tissues are often insufficient, unavailable, or otherwise difficult to procure. Increasing clinical evidence indicates the enormous potential of plasma circulating cell-free DNA (cfNDA) technology as a noninvasive MSI detection approach. RESULTS We developed MSIsensor-ct, a bioinformatics tool based on a machine learning protocol, dedicated to detecting MSI status using cfDNA sequencing data with a potential stable MSIscore threshold of 20%. Evaluation of MSIsensor-ct on independent testing datasets with various levels of circulating tumor DNA (ctDNA) and sequencing depth showed 100% accuracy within the limit of detection (LOD) of 0.05% ctDNA content. MSIsensor-ct requires only BAM files as input, rendering it user-friendly and readily integrated into next generation sequencing (NGS) analysis pipelines. AVAILABILITY MSIsensor-ct is freely available at https://github.com/niu-lab/MSIsensor-ct. SUPPLEMENTARY INFORMATION Supplementary data are available at Briefings in Bioinformatics online.
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Affiliation(s)
- Xinyin Han
- Computer Network Information Center, Chinese Academy of Sciences, Beijing 100190, China
- University of the Chinese Academy of Sciences, Beijing 100190, China
| | - Shuying Zhang
- Computer Network Information Center, Chinese Academy of Sciences, Beijing 100190, China
- University of the Chinese Academy of Sciences, Beijing 100190, China
| | - Daniel Cui Zhou
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO 63108, USA
- Department of Medicine, Washington University in St. Louis, St. Louis, MO 63108, USA
| | - Dongliang Wang
- ChosenMed Technology (Beijing) Co., Ltd., Beijing 100176, China
| | - Xiaoyu He
- Computer Network Information Center, Chinese Academy of Sciences, Beijing 100190, China
- University of the Chinese Academy of Sciences, Beijing 100190, China
| | - Danyang Yuan
- Computer Network Information Center, Chinese Academy of Sciences, Beijing 100190, China
- University of the Chinese Academy of Sciences, Beijing 100190, China
| | - Ruilin Li
- Computer Network Information Center, Chinese Academy of Sciences, Beijing 100190, China
| | - Jiayin He
- Computer Network Information Center, Chinese Academy of Sciences, Beijing 100190, China
| | - Xiaohong Duan
- ChosenMed Technology (Beijing) Co., Ltd., Beijing 100176, China
| | - Michael C Wendl
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO 63108, USA
- Department of Genetics, Washington University in St. Louis, St. Louis, MO 63108, USA
- Department of Mathematics, Washington University in St. Louis, St. Louis, MO 63108, USA
| | - Li Ding
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO 63108, USA
- Department of Genetics, Washington University in St. Louis, St. Louis, MO 63108, USA
- Department of Medicine, Washington University in St. Louis, St. Louis, MO 63108, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO 63108, USA
| | - Beifang Niu
- Computer Network Information Center, Chinese Academy of Sciences, Beijing 100190, China
- University of the Chinese Academy of Sciences, Beijing 100190, China
- ChosenMed Technology (Beijing) Co., Ltd., Beijing 100176, China
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22
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Thierry AR, Pastor B, Pisareva E, Ghiringhelli F, Bouché O, De La Fouchardière C, Vanbockstael J, Smith D, François E, Dos Santos M, Botsen D, Ellis S, Fonck M, André T, Guardiola E, Khemissa F, Linot B, Martin-Babau J, Rinaldi Y, Assenat E, Clavel L, Dominguez S, Gavoille C, Sefrioui D, Pezzella V, Mollevi C, Ychou M, Mazard T. Association of COVID-19 Lockdown With the Tumor Burden in Patients With Newly Diagnosed Metastatic Colorectal Cancer. JAMA Netw Open 2021; 4:e2124483. [PMID: 34495337 PMCID: PMC8427376 DOI: 10.1001/jamanetworkopen.2021.24483] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
IMPORTANCE The COVID-19 pandemic has been associated with substantial reduction in screening, case identification, and hospital referrals among patients with cancer. However, no study has quantitatively examined the implications of this correlation for cancer patient management. OBJECTIVE To evaluate the association of the COVID-19 pandemic lockdown with the tumor burden of patients who were diagnosed with metastatic colorectal cancer (mCRC) before vs after lockdown. DESIGN, SETTING, AND PARTICIPANTS This cohort study analyzed participants in the screening procedure of the PANIRINOX (Phase II Randomized Study Comparing FOLFIRINOX + Panitumumab vs FOLFOX + Panitumumab in Metastatic Colorectal Cancer Patients Stratified by RAS Status from Circulating DNA Analysis) phase 2 randomized clinical trial. These newly diagnosed patients received care at 1 of 18 different clinical centers in France and were recruited before or after the lockdown was enacted in France in the spring of 2020. Patients underwent a blood-sampling screening procedure to identify their RAS and BRAF tumor status. EXPOSURES mCRC. MAIN OUTCOMES AND MEASURES Circulating tumor DNA (ctDNA) analysis was used to identify RAS and BRAF status. Tumor burden was evaluated by the total plasma ctDNA concentration. The median ctDNA concentration was compared in patients who underwent screening before (November 11, 2019, to March 9, 2020) vs after (May 14 to September 3, 2020) lockdown and in patients who were included from the start of the PANIRINOX study. RESULTS A total of 80 patients were included, of whom 40 underwent screening before and 40 others underwent screening after the first COVID-19 lockdown in France. These patients included 48 men (60.0%) and 32 women (40.0%) and had a median (range) age of 62 (37-77) years. The median ctDNA concentration was statistically higher in patients who were newly diagnosed after lockdown compared with those who were diagnosed before lockdown (119.2 ng/mL vs 17.3 ng/mL; P < .001). Patients with mCRC and high ctDNA concentration had lower median survival compared with those with lower concentration (14.7 [95% CI, 8.8-18.0] months vs 20.0 [95% CI, 14.1-32.0] months). This finding points to the potential adverse consequences of the COVID-19 pandemic and related lockdown. CONCLUSIONS AND RELEVANCE This cohort study found that tumor burden differed between patients who received an mCRC diagnosis before vs after the first COVID-19 lockdown in France. The findings of this study suggest that CRC is a major area for intervention to minimize pandemic-associated delays in screening, diagnosis, and treatment.
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Affiliation(s)
- Alain R. Thierry
- Institut de Recherche en Cancérologie de Montpellier (IRCM), Institut National de la Santé et de la Recherche Médicale (INSERM) U1194, Université de Montpellier, Institut Régional du Cancer de Montpellier, Montpellier, France
| | - Brice Pastor
- Institut de Recherche en Cancérologie de Montpellier (IRCM), Institut National de la Santé et de la Recherche Médicale (INSERM) U1194, Université de Montpellier, Institut Régional du Cancer de Montpellier, Montpellier, France
| | - Ekaterina Pisareva
- Institut de Recherche en Cancérologie de Montpellier (IRCM), Institut National de la Santé et de la Recherche Médicale (INSERM) U1194, Université de Montpellier, Institut Régional du Cancer de Montpellier, Montpellier, France
| | | | | | | | | | - Denis Smith
- Hôpital Haut-Lévêque, Centre Hospitalier Universitaire (CHU) de Bordeaux, Pessac, France
| | | | | | - Damien Botsen
- Medical Oncology Department, Godinot Institute, Reims, France
| | | | | | | | | | | | | | | | - Yves Rinaldi
- Hôpital Européen de Marseille, Marseille, France
| | - Eric Assenat
- Department of Medical Oncology, St Eloi University Hospital, Montpellier, France
| | | | | | - Celine Gavoille
- Institue de Cancérologie de Lorraine, Vadoeuvre-les-Nancy, France
| | | | | | - Caroline Mollevi
- Institut de Recherche en Cancérologie de Montpellier (IRCM), Institut National de la Santé et de la Recherche Médicale (INSERM) U1194, Université de Montpellier, Institut Régional du Cancer de Montpellier, Montpellier, France
| | - Marc Ychou
- Institut de Recherche en Cancérologie de Montpellier (IRCM), Institut National de la Santé et de la Recherche Médicale (INSERM) U1194, Université de Montpellier, Institut Régional du Cancer de Montpellier, Montpellier, France
| | - Thibault Mazard
- Institut de Recherche en Cancérologie de Montpellier (IRCM), Institut National de la Santé et de la Recherche Médicale (INSERM) U1194, Université de Montpellier, Institut Régional du Cancer de Montpellier, Montpellier, France
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23
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Sefrioui D, Beaussire L, Gillibert A, Blanchard F, Toure E, Bazille C, Perdrix A, Ziegler F, Gangloff A, Hassine M, Elie C, Bignon AL, Parzy A, Gomez P, Thill C, Clatot F, Sabourin JC, Frebourg T, Benichou J, Bouhier-Leporrier K, Gallais MP, Sarafan-Vasseur N, Michel P, Di Fiore F. CEA, CA19-9, circulating DNA and circulating tumour cell kinetics in patients treated for metastatic colorectal cancer (mCRC). Br J Cancer 2021; 125:725-733. [PMID: 34112948 PMCID: PMC8405627 DOI: 10.1038/s41416-021-01431-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 04/17/2021] [Accepted: 04/28/2021] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND We previously reported that CEA kinetics are a marker of progressive disease (PD) in metastatic colorectal cancer (mCRC). This study was specifically designed to confirm CEA kinetics for predicting PD and to evaluate CA19-9, cell-free DNA (cfDNA), circulating tumour DNA (ctDNA) and circulating tumour cell (CTC) kinetics. METHODS Patients starting a chemotherapy (CT) with pre-treatment CEA > 5 ng/mL and/or CA19.9 > 30 UI/mL were prospectively included. Samples were collected from baseline to cycle 4 for CEA and CA19-9 and at baseline and the sixth week for other markers. CEA kinetics were calculated from the first to the third or fourth CT cycle. RESULTS A total of 192 mCRC patients were included. CEA kinetics based on the previously identified >0.05 threshold was significantly associated with PD (p < 0.0001). By dichotomising by the median value, cfDNA, ctDNA and CA19-9 were associated with PD, PFS and OS in multivariate analysis. A circulating scoring system (CSS) combining CEA kinetics and baseline CA19-9 and cfDNA values classified patients based on high (n = 58) and low risk (n = 113) of PD and was independently associated with PD (ORa = 4.6, p < 0.0001), PFS (HRa = 2.07, p < 0.0001) and OS (HRa = 2.55, p < 0.0001). CONCLUSIONS CEA kinetics alone or combined with baseline CA19-9 and cfDNA are clinically relevant for predicting outcomes in mCRC. TRIAL REGISTRATION NUMBER NCT01212510.
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Affiliation(s)
- David Sefrioui
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine and Department of Hepatogastroenterology, Rouen, France
| | - Ludivine Beaussire
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine, Rouen, France
| | - André Gillibert
- grid.41724.34Department of Biostatistics, Normandie Univ, UNIROUEN, Rouen University Hospital, Rouen, France
| | - France Blanchard
- grid.41724.34Department of Pathology, Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine, Rouen, France
| | - Emmanuel Toure
- grid.41724.34Department of Pathology, Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine, Rouen, France
| | - Céline Bazille
- grid.411149.80000 0004 0472 0160Department of Pathology, Caen University Hospital, Caen, France
| | - Anne Perdrix
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine and Department of Biopathology, Henri Becquerel Centre, Rouen, France
| | - Frédéric Ziegler
- grid.7429.80000000121866389Normandie Univ, UNIROUEN, INSERM U1073, Rouen University Hospital and General Biochemistry Laboratory, Institute of Clinical Biology, Rouen, France
| | - Alice Gangloff
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine and Department of Hepatogastroenterology, Rouen, France
| | - Mélanie Hassine
- Department of Hepatogastroenterology, Elbeuf Hospital, Elbeuf, France
| | - Caroline Elie
- Department of Hepatogastroenterology, Elbeuf Hospital, Elbeuf, France
| | - Anne-Laure Bignon
- grid.411149.80000 0004 0472 0160Department of Hepatogastroenterology, Caen University Hospital, Caen, France
| | - Aurélie Parzy
- Department of Hepatogastroenterology, Francois Baclesse Centre, Caen, France
| | - Philippe Gomez
- Department of Medical Oncology, Frédéric Joliot Centre, Rouen, France
| | - Caroline Thill
- grid.41724.34Department of Biostatistics, Normandie Univ, UNIROUEN, Rouen University Hospital, Rouen, France
| | - Florian Clatot
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine and Department of Medical Oncology, Henri Becquerel Centre, Rouen, France
| | - Jean-Christophe Sabourin
- grid.41724.34Department of Pathology, Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine, Rouen, France
| | - Thierry Frebourg
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine and Department of Genetics, Rouen, France
| | - Jacques Benichou
- grid.41724.34Department of Biostatistics, Normandie Univ, UNIROUEN, Rouen University Hospital, Rouen, France
| | - Karine Bouhier-Leporrier
- grid.411149.80000 0004 0472 0160Department of Hepatogastroenterology, Caen University Hospital, Caen, France
| | | | - Nasrin Sarafan-Vasseur
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine, Rouen, France
| | - Pierre Michel
- grid.41724.34Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine and Department of Hepatogastroenterology, Rouen, France
| | - Frédéric Di Fiore
- grid.41724.34Department of Hepatogastroenterology and Department of Medical Oncology, Henri Becquerel Centre, Normandie Univ, UNIROUEN, Inserm U1245, IRON Group, Rouen University Hospital, Normandy Centre for Genomic and Personalized Medicine, Rouen, France
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Postoperative Circulating Tumor DNA Can Predict High Risk Patients with Colorectal Cancer Based on Next-Generation Sequencing. Cancers (Basel) 2021; 13:cancers13164190. [PMID: 34439344 PMCID: PMC8391973 DOI: 10.3390/cancers13164190] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 08/16/2021] [Accepted: 08/19/2021] [Indexed: 12/15/2022] Open
Abstract
Simple Summary Circulating tumor DNA (ctDNA) is a minimally invasive biomarker useful for monitoring minimum residual disease, recurrence, and treatment response in colorectal cancer (CRC). We analyzed circulating tumor DNA from patients with CRC to evaluate analytical and clinical performances using next-generation sequencing (NGS). It is clear that postoperative circulating tumor DNA detection provides valuable information to determine whether a patient might at high risk of disease recurrence or have a persistent tumor lesion. The NGS assay not only showed excellent analytical performance, but also shows a state-of-art diagnostic option in patient-oriented precision medicine. Abstract The objective of this study was to characterize circulating tumor DNA (ctDNA) mutations in colorectal cancer (CRC) patients and evaluate their prognostic values during treatment. Forty-nine patients with CRC planned for operation were enrolled. A total of 115 plasma samples were collected pre-operation, post-operation, and post-chemotherapy. ctDNA analysis was performed using next-generation sequencing (NGS) including 14 genes. In 22 (44.9%) out of 49 patients, at least one mutation (40 total mutations) was detected in the initial plasma sample. The median sum of variant allele frequency was 0.74% (range: 0.10–29.57%). TP53 mutations were the most frequent (17 of 49 patients, 34.7%), followed by APC (18.4%), KRAS (12.2%), FBXW7 (8.2%), NRAS (2.0%), PIK3CA (2.0%), and SMAD4 (2.0%). After surgery, five (14.3%) out of 35 patients harbored ctDNA mutation. All five patients experienced relapse or metastasis during follow-up. It was noteworthy that all three patients with persistent ctDNA relapsed after R0 resection. After chemotherapy, ctDNA analysis was performed for 31 patients, all of which were ctDNA-negative. Analytical and clinical performances of NGS to utilize ctDNA in CRC were determined. Results revealed that postoperative ctDNA might serve as a marker for identifying risk of recurrence, thus contributing to patient-oriented treatment strategies.
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25
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Lakatos G, Köhne CH, Bodoky G. Current therapy of advanced colorectal cancer according to RAS/RAF mutational status. Cancer Metastasis Rev 2021; 39:1143-1157. [PMID: 32648137 DOI: 10.1007/s10555-020-09913-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Colorectal cancer is a clinically and molecularly heterogeneous disease. Currently, extended RAS and BRAF mutation testing is obligatory in routine clinical practice before starting any treatment in the metastatic setting. Treatment decision making also includes assessment of the clinical condition of the patient, definition of the treatment goal, and consideration of the primary tumor site. Biological treatment is part of the first-line drug combination unless contraindicated. Mutational status is significantly associated with the outcome of patients and is strongly predictive for anti-EGFR-targeted therapy. The prognosis of RAS mutant CRC is clearly inferior to wild-type cases. RAS remains an elusive target, and specific treatment options are not yet available. Recently, promising results of a direct KRAS G12C inhibitor have been reported; however, further confirmation is needed. The biomarker landscape in mCRC is evolving; new promising markers are awaited with the chance of more precise targeted treatment.
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Affiliation(s)
- Gábor Lakatos
- Department of Oncology, South-Pest Hospital Centre - National Institute for Infectology and Haematology, Budapest, Hungary.
| | - Claus-Henning Köhne
- Klinikum Oldenburg, University Clinic of Oncology and Haematology, Oldenburg, Germany
| | - György Bodoky
- Department of Oncology, South-Pest Hospital Centre - National Institute for Infectology and Haematology, Budapest, Hungary
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26
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Pastor B, André T, Henriques J, Trouilloud I, Tournigand C, Jary M, Mazard T, Louvet C, Azan S, Bauer A, Roch B, Sanchez C, Vernerey D, Thierry AR, Adenis A. Monitoring levels of circulating cell-free DNA in patients with metastatic colorectal cancer as a potential biomarker of responses to regorafenib treatment. Mol Oncol 2021; 15:2401-2411. [PMID: 33934494 PMCID: PMC8410523 DOI: 10.1002/1878-0261.12972] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 03/09/2021] [Accepted: 04/20/2021] [Indexed: 12/25/2022] Open
Abstract
Circulating cell‐free DNA (cfDNA) contains circulating tumor DNA (ctDNA), which can be obtained from serial liquid biopsies to enable tumor genome analysis throughout the course of treatment. We investigated cfDNA and mutant ctDNA as potential biomarkers to predict the best outcomes of regorafenib‐treated metastatic colorectal cancer (mCRC) patients. We analyzed longitudinally collected plasma cfDNA of 43 mCRC patients prospectively enrolled in the phase II TEXCAN trial by IntPlex qPCR. Qualitative (KRAS, NRAS, BRAFV600E mutations) and quantitative (total cfDNA concentration, mutant ctDNA concentration, mutant ctDNA fraction) parameters were correlated with overall survival (OS) and progression‐free survival (PFS). When examined as classes or continuous variables, the concentrations of total cfDNA, mutant ctDNA, and, partly, mutant ctDNA fraction prior to regorafenib treatment correlated with OS. Patients with baseline cfDNA > 26 ng·mL−1 had shorter OS than those with cfDNA value below this threshold (4.0 vs 6.9 months; log‐rank P = 0.0366). Patients with baseline mutant ctDNA > 2 ng·mL−1 had shorter OS than those with mutant ctDNA below this threshold (log‐rank P = 0.0154). We show that pretreatment cfDNA and mutant ctDNA levels may identify mCRC patients that may benefit from regorafenib treatment.
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Affiliation(s)
- Brice Pastor
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France
| | - Thierry André
- Department of Medical Oncology, Saint-Antoine University Hospital, Sorbonne University, Paris, France.,Oncology Multidisciplinary Research Group (GERCOR), Paris, France
| | - Julie Henriques
- Methodology and Quality of Life Unit in Oncology, Besançon University Hospital, France
| | - Isabelle Trouilloud
- Department of Medical Oncology, Saint-Antoine University Hospital, Sorbonne University, Paris, France.,Oncology Multidisciplinary Research Group (GERCOR), Paris, France
| | - Christophe Tournigand
- Oncology Multidisciplinary Research Group (GERCOR), Paris, France.,Medical Oncology Service, Henri Mondor Hospital, AP-HP, Université Paris Est Créteil Créteil, France
| | - Marine Jary
- Oncology Multidisciplinary Research Group (GERCOR), Paris, France.,INSERM, Etablissement Français du Sang Bourgogne Franche-Comté, UMR1098, Interactions Hôte-Greffon-Tumeur/Ingénierie Cellulaire et Génique, Bourgogne Franche-Comté University, Besançon, France.,Department of Medical Oncology, Besançon University Hospital, France
| | - Thibault Mazard
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France.,Department of Medical Oncology, Montpellier Cancer Institute (ICM), France
| | - Christophe Louvet
- Oncology Multidisciplinary Research Group (GERCOR), Paris, France.,Department of Medical Oncology, Institut Monsouris, Paris, France
| | - Simon Azan
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France
| | - Audrey Bauer
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France
| | - Benoit Roch
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France.,Department of Thoracic Oncology, Montpellier University Hospital, Université de Montpellier, France
| | - Cynthia Sanchez
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France
| | - Dewi Vernerey
- Oncology Multidisciplinary Research Group (GERCOR), Paris, France.,Methodology and Quality of Life Unit in Oncology, Besançon University Hospital, France
| | - Alain R Thierry
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France.,Department of Medical Oncology, Montpellier Cancer Institute (ICM), France
| | - Antoine Adenis
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM, Université de Montpellier, Montpellier Cancer Institute (ICM), France.,Department of Medical Oncology, Montpellier Cancer Institute (ICM), France
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27
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Patelli G, Vaghi C, Tosi F, Mauri G, Amatu A, Massihnia D, Ghezzi S, Bonazzina E, Bencardino K, Cerea G, Siena S, Sartore-Bianchi A. Liquid Biopsy for Prognosis and Treatment in Metastatic Colorectal Cancer: Circulating Tumor Cells vs Circulating Tumor DNA. Target Oncol 2021; 16:309-324. [PMID: 33738696 PMCID: PMC8105246 DOI: 10.1007/s11523-021-00795-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/01/2021] [Indexed: 02/06/2023]
Abstract
Liquid biopsy recently gained widespread attention as a noninvasive alternative/complementary technique to tissue biopsy in patients with cancer. As technological advances have improved both feasibility and turnaround time, liquid biopsy has expanded tumor molecular analysis with acknowledgement of both spatial and temporal heterogeneity, overcoming many limitations of traditional tissue biopsy. Because of its diagnostic, prognostic, and predictive value, liquid biopsy has been extensively studied also in metastatic colorectal cancer. Indeed, as personalized medicine establishes its role in cancer treatment, genetic biomarkers unveiling the emergence of early resistance are needed. Among the wide variety of tumor analytes amenable to collection, circulating DNA and circulating tumor cells are the most adopted approaches, and both carry clinical relevance in colorectal cancer. However, few studies focused on comparing feasibility between these two approaches. In this review, we discuss the potential implications of liquid biopsy in metastatic colorectal cancer, assessing the advantages and drawbacks of circulating DNA and circulating tumor cells, and highlighting the most relevant trials for clinical practice.
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Affiliation(s)
- Giorgio Patelli
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Piazza Ospedale Maggiore, 3, 20162, Milan, Italy
| | - Caterina Vaghi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Piazza Ospedale Maggiore, 3, 20162, Milan, Italy
| | - Federica Tosi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Gianluca Mauri
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Piazza Ospedale Maggiore, 3, 20162, Milan, Italy
| | - Alessio Amatu
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Daniela Massihnia
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Piazza Ospedale Maggiore, 3, 20162, Milan, Italy
| | - Silvia Ghezzi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Erica Bonazzina
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Katia Bencardino
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Giulio Cerea
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Piazza Ospedale Maggiore, 3, 20162, Milan, Italy
| | - Andrea Sartore-Bianchi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.
- Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Piazza Ospedale Maggiore, 3, 20162, Milan, Italy.
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28
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Moradi-Marjaneh R, Asgharzadeh F, Khordad E, Marjaneh MM. The Clinical Impact of Quantitative Cell-free DNA, KRAS, and BRAF Mutations on Response to Anti-EGFR Treatment in Patients with Metastatic Colorectal Cancer. Curr Pharm Des 2021; 27:942-952. [PMID: 33030125 DOI: 10.2174/1381612826666201007163116] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2020] [Accepted: 08/31/2020] [Indexed: 11/22/2022]
Abstract
Colorectal cancer (CRC) is one of the most common leading causes of cancer death in the world. Although EGFR inhibitors have established efficacy in metastatic colorectal cancer (mCRC), some patients do not respond to this treatment. The EGFR inhibitors' failure and acquired resistance are partly due to KRAS and BRAF mutations. Thus, prognostic biomarkers that help to select eligible patients are highly in demand. To improve patient selection, assessment of mutational status in circulating cell free DNA (cfDNA), which possibly represents the dynamicity of tumor genetic status better than tumor tissue, could be advantageous. This review summarizes the current knowledge of the prognostic value of cfDNA in patients with mCRC treated with EGFR inhibitors with emphasis on the clinical importance of identification of KRAS and BRAF mutations.
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Affiliation(s)
- Reyhaneh Moradi-Marjaneh
- Department of Basic Sciences, Faculty of Medicine, Gonabad University of Medical Sciences, Gonabad, Iran
| | - Fereshteh Asgharzadeh
- Department of Physiology, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Elnaz Khordad
- Department of Physiology, School of Paramedical Sciences, Torbat Heydariyeh University of Medical Sciences, Torbat Heydariyeh, Iran
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29
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Sanchez C, Roch B, Mazard T, Blache P, Dache ZAA, Pastor B, Pisareva E, Tanos R, Thierry AR. Circulating nuclear DNA structural features, origins, and complete size profile revealed by fragmentomics. JCI Insight 2021; 6:144561. [PMID: 33571170 PMCID: PMC8119211 DOI: 10.1172/jci.insight.144561] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 02/10/2021] [Indexed: 11/17/2022] Open
Abstract
To unequivocally address their unresolved intimate structures in blood, we scrutinized the size distribution of circulating cell-free DNA (cfDNA) using whole-genome sequencing (WGS) from both double- and single-strand DNA library preparations (DSP and SSP, n = 7) and using quantitative PCR (Q-PCR, n = 116). The size profile in healthy individuals was remarkably homogenous when using DSP sequencing or SSP sequencing. CfDNA size profile had a characteristic nucleosome fragmentation pattern. Overall, our data indicate that the proportion of cfDNA inserted in mono-nucleosomes, di-nucleosomes, and chromatin of higher molecular size (>1000 bp) can be estimated as 67.5% to 80%, 9.4% to 11.5%, and 8.5% to 21.0%, respectively. Although DNA on single chromatosomes or mono-nucleosomes is detectable, our data revealed that cfDNA is highly nicked (97%–98%) on those structures, which appear to be subjected to continuous nuclease activity in the bloodstream. Fragments analysis allows the distinction of cfDNA of different origins: first, cfDNA size profile analysis may be useful in cfDNA extract quality control; second, subtle but reliable differences between metastatic colorectal cancer patients and healthy individuals vary with the proportion of malignant cell-derived cfDNA in plasma extracts, pointing to a higher degree of cfDNA fragmentation and nuclease activity in samples with high malignant cell cfDNA content.
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Affiliation(s)
- Cynthia Sanchez
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Benoit Roch
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France.,Thoracic Oncology Unit, Arnaud de Villeneuve Hospital, University Hospital of Montpellier, Montpellier, France
| | - Thibault Mazard
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Philippe Blache
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Zahra Al Amir Dache
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Brice Pastor
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Ekaterina Pisareva
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Rita Tanos
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Alain R Thierry
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
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30
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Manca P, Corallo S, Busico A, Lonardi S, Corti F, Antoniotti C, Procaccio L, Clavarezza M, Smiroldo V, Tomasello G, Murialdo R, Sartore-Bianchi A, Racca P, Pagani F, Randon G, Martinetti A, Sottotetti E, Palermo F, Perrone F, Tamborini E, Prisciandaro M, Raimondi A, Di Bartolomeo M, Morano F, Pietrantonio F. The Added Value of Baseline Circulating Tumor DNA Profiling in Patients with Molecularly Hyperselected, Left-sided Metastatic Colorectal Cancer. Clin Cancer Res 2021; 27:2505-2514. [PMID: 33547199 DOI: 10.1158/1078-0432.ccr-20-4699] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 01/08/2021] [Accepted: 01/29/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE The routine use of liquid biopsy is not recommended for the choice of initial treatment for patients with metastatic colorectal cancer (mCRC). EXPERIMENTAL DESIGN We included patients with left-sided, RAS/BRAF wild-type, HER2-negative, and microsatellite stable mCRC, treated with upfront panitumumab/FOLFOX-4 in the Valentino study. We performed amplicon-based genomic profiling of 14 genes in baseline plasma samples and compared these data with tumor tissue ultra-deep sequencing results. Specific gene mutations in circulating tumor DNA (ctDNA) and their clonality were associated with progression-free survival (PFS), overall survival (OS), and radiological dynamics. RESULTS Ten and 15 of 120 patients had a mutation of RAS and PIK3CA in ctDNA, with a positive concordance with tissue deep sequencing of only 31.3% and 47.1%, respectively. Presence of RAS or PIK3CA mutations in baseline ctDNA was associated with worse median PFS [8 vs. 12.8 months; HR, 2.49; 95% confidence interval (CI), 1.28-4.81; P = 0.007 and 8.5 vs. 12.9 months; HR, 2.86; 95% CI, 1.63-5.04; P < 0.001] and median OS (17.1 vs. 36.5 months; HR, 2.26; 95% CI, 1.03-4.96; P = 0.042 and 21.1 vs. 38.9 months; HR, 2.18; 95% CI, 1.16-4.07; P = 0.015). RAS mutations in ctDNA were associated with worse RECIST response, early tumor shrinkage, and depth of response, while PIK3CA mutations were not. Patients with higher levels of RAS/PIK3CA variant allele fraction (VAF) in ctDNA had the worst outcomes (VAF ≥ 5% vs. all wild-type: median PFS, 7.7 vs. 13.1 months; HR, 4.02; 95% CI, 2.03-7.95; P < 0.001 and median OS, 18.8 vs. 38.9 months; HR, 4.07; 95% CI, 2.04-8.12; P < 0.001). CONCLUSIONS Baseline ctDNA profiling may add value to tumor tissue testing to refine the molecular hyperselection of patients with mCRC for upfront anti-EGFR-based strategies.
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Affiliation(s)
- Paolo Manca
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Salvatore Corallo
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Adele Busico
- Department of Pathology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Sara Lonardi
- Unit of Medical Oncology 1, Department of Clinical and Experimental Oncology & Early Phase Clinical Trial Unit, Istituto Oncologico Veneto, IRCCS, Padua, Italy
| | - Francesca Corti
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Carlotta Antoniotti
- Unit of Medical Oncology, Azienda Ospedaliero-Universitaria Pisana, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | - Letizia Procaccio
- Unit of Medical Oncology 1, Department of Clinical and Experimental Oncology & Early Phase Clinical Trial Unit, Istituto Oncologico Veneto, IRCCS, Padua, Italy
| | - Matteo Clavarezza
- Medical Oncology Unit, Ente Ospedaliero Ospedali Galliera, Genoa, Italy
| | - Valeria Smiroldo
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Clinical and Research Center, Rozzano, Milan, Italy
| | - Gianluca Tomasello
- Medical Oncology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Roberto Murialdo
- Department of Internal Medicine (Di.M.I.), University of Genoa and IRCCS AOU San Martino-IST, Genoa, Italy
| | - Andrea Sartore-Bianchi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan & Department of Oncology and Hemato-Oncology, Università degli Studi di Milano (La Statale), Milan, Italy
| | - Patrizia Racca
- Medical Oncology Division 1, Azienda Ospedaliero-Universitaria Città della Salute e della Scienza, Torino, Italy
| | - Filippo Pagani
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Giovanni Randon
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Antonia Martinetti
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Elisa Sottotetti
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Federica Palermo
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Federica Perrone
- Department of Pathology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Elena Tamborini
- Department of Pathology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Michele Prisciandaro
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alessandra Raimondi
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Maria Di Bartolomeo
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Federica Morano
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Filippo Pietrantonio
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
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Clinical Utility of Plasma KRAS, NRAS and BRAF Mutational Analysis with Real Time PCR in Metastatic Colorectal Cancer Patients-The Importance of Tissue/Plasma Discordant Cases. J Clin Med 2020; 10:jcm10010087. [PMID: 33383664 PMCID: PMC7794782 DOI: 10.3390/jcm10010087] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 12/22/2020] [Accepted: 12/25/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Tumor tissue (T) mutational analysis represents the standard for metastatic colorectal cancer (mCRC); however, circulating tumor DNA (ctDNA) detected by liquid biopsy in plasma (PL) can better represent tumor heterogeneity. METHODS mCRC patients undergoing standard first-line chemotherapy with known T-KRAS/NRAS/BRAF status were enrolled in the present prospective study. PL mutations were assessed within 2 weeks before chemotherapy start with real time PCR and correlated with T status and Progression free survival (PFS). Clinical and biochemical variables including also total number of tumor lesions (TNL) and the sum of maximum diameter (SMD) of all lesions were assessed as potential predictors of T/PL discordance. RESULTS Among 45 enrolled patients, all BRAF mutations were concordant between T and PL and there were 20% of patients RAS discordant: 9% wild type in T and mutated in PL and 11% mutated in T and wild type in PL. T mutations were significantly associated to median PFS (mPFS of 4.5, 8.3 and 22.9 months for T-BRAF mutated, T-RAS mutated, and T-wild type patients, respectively, p for trend 0.00014). PL mutations further refined prognosis: RAS wild type in T and mutated in PL had significantly shorter PFS than concordant RAS wild type in T and PL: mPFS 9.6 vs. 23.3 months, respectively, p = 0.02. Patients RAS mutated in T and wild type in PL had longer PFS than concordant RAS mutated in T and PL: 24.4 vs. 7.8 months, respectively, p = 0.008. At a multivariate cox regression analysis for PFS, PL mutations were independent prognostic factor superior to T analysis (HR 0.13, p = 0.0008). At multivariate logistic regression analysis TNL and SMD were significant predictors of discordant cases. CONCLUSIONS PL mutational analysis allows a better prognostication than T analysis alone and could help in mCRC treatment management.
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Xu X, Yu Y, Shen M, Liu M, Wu S, Liang L, Huang F, Zhang C, Guo W, Liu T. Role of circulating free DNA in evaluating clinical tumor burden and predicting survival in Chinese metastatic colorectal cancer patients. BMC Cancer 2020; 20:1006. [PMID: 33066758 PMCID: PMC7566057 DOI: 10.1186/s12885-020-07516-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Accepted: 10/09/2020] [Indexed: 12/19/2022] Open
Abstract
Background The aim of this study was to explore the utility of circulating free DNA (cfDNA) in the evaluation of clinical tumor burden and survival in Chinese patients with metastatic colorectal cancer (mCRC) and to preliminarily summarize some metastatic characteristics associated with mutational status. Methods A panel covering a total of 197 hotspot mutations of KRAS, NRAS, BRAF and PIK3CA was used to evaluate the mutational status in plasma by next-generation sequencing (NGS) technology in 126 patients with mCRC. An amplification-refractory mutation system (ARMS) was used to analyze genomic DNA from matched tissue samples. Clinical markers including carcinoembryonic antigen (CEA), carbohydrate antigen 199 (CA199), carbohydrate antigen 125 (CA125), neuron-specific enolase (NSE) and lactate dehydrogenase (LDH) in serum and the sum of all tumor diameters on CT or PET/CT were collected to indicate clinical tumor burden. The correlations between cfDNA and clinical tumor burden were analyzed using Pearson correlation and linear regression models. The median progression-free survival (PFS) and 1-year overall survival (OS) rates were calculated by Kaplan-Meier (K-M) survival analysis. Results Of the 126 enrolled patients, patients who were tested positive for mutations in plasma accounted for 45.2% (57/126). Mutations in KRAS, NRAS, BRAF and PIK3CA were detected in 37.3% (47/126), 1.6% (2/126), 3.2% (4/126) and 13.5% (17/126) of patients, respectively. The overall concordance rate of mutational status between plasma and matched tissues was 78.6% (99/126). Sixteen patients had mutations in plasma that were not detected in tissue, including some rare hotspot mutations. The cfDNA concentration was significantly correlated with the levels of clinical markers, especially CEA (P < 0.0001, Pearson r = 0.81), LDH (P < 0.0001, Pearson r = 0.84) and the sum of tumor diameters (P < 0.0001, Pearson r = 0.80). Patients with a high cfDNA concentration (> 17.91 ng/ml) had shorter median progression-free survival (6.6 versus 11.7 months, P < 0.0001) and lower 1-year overall survival rate (56% versus 94%, P < 0.0001) than those with a low cfDNA concentration (≤17.91 ng/ml). The most common metastatic site was the liver (77.8%), followed by the lymph nodes (62.7%), lung (40.5%), peritoneum (14.3%) and bone (10.3%), in all patients. There was no significant difference in metastasis between different mutational statuses. Conclusion Analyzing mutations in plasma could provide a more comprehensive overview of the mutational landscape than analyzing mutations in tissue. The cfDNA concentration could be a quantitative biomarker of tumor burden and could predict survival in Chinese patients with mCRC.
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Affiliation(s)
- Xiaojing Xu
- Department of Oncology, Zhongshan Hospital, Fudan University, 180 Feng Lin Road, Shanghai, 200032, PR China
| | - Yiyi Yu
- Department of Oncology, Zhongshan Hospital, Fudan University, 180 Feng Lin Road, Shanghai, 200032, PR China
| | - Minna Shen
- Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, 180 Feng Lin Road, Shanghai, 200032, PR China
| | - Mengling Liu
- Department of Oncology, Zhongshan Hospital, Fudan University, 180 Feng Lin Road, Shanghai, 200032, PR China
| | - Shengchao Wu
- Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, 180 Feng Lin Road, Shanghai, 200032, PR China
| | - Li Liang
- Department of Oncology, Zhongshan Hospital, Fudan University, 180 Feng Lin Road, Shanghai, 200032, PR China
| | - Fei Huang
- Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, 180 Feng Lin Road, Shanghai, 200032, PR China
| | - Chenlu Zhang
- Department of Oncology, Zhongshan Hospital, Fudan University, 180 Feng Lin Road, Shanghai, 200032, PR China
| | - Wei Guo
- Department of Laboratory Medicine, Zhongshan Hospital, Fudan University, 180 Feng Lin Road, Shanghai, 200032, PR China.
| | - Tianshu Liu
- Department of Oncology, Zhongshan Hospital, Fudan University, 180 Feng Lin Road, Shanghai, 200032, PR China.
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Bouchahda M, Saffroy R, Karaboué A, Hamelin J, Innominato P, Saliba F, Lévi F, Bosselut N, Lemoine A. Undetectable RAS-Mutant Clones in Plasma: Possible Implication for Anti-EGFR Therapy and Prognosis in Patients With RAS-Mutant Metastatic Colorectal Cancer. JCO Precis Oncol 2020; 4:1900400. [PMID: 33015528 PMCID: PMC7529530 DOI: 10.1200/po.19.00400] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/17/2020] [Indexed: 12/16/2022] Open
Abstract
PURPOSE Combining cetuximab with chemotherapy provides clinical benefit to 60% of the patients with RAS wild-type (RAS-wt) metastatic colorectal cancer (mCRC). This pilot study investigated the efficacy of cetuximab-based chemotherapy in a sample of patients (40%) with RAS mutation (RAS-mt) in their primary tumor whose circulating tumor DNA (ctDNA) was RAS-wt. MATERIALS AND METHODS The occurrence of Kirsten rat sarcoma viral oncogene homolog (KRAS), neuroblastoma rat sarcoma viral oncogene homolog (NRAS), V-raf murine sarcoma viral oncogene homolog B1 (BRAF), and PI3KCA mutations was determined in ctDNA by using a new ultrasensitive analysis based on mass spectrometry detection. All consenting patients with confirmed RAS-mt mCRC had disease progression on previous chemotherapy that contained no anti–epidermal growth factor receptor (EGFR). The patients with RAS-wt ctDNA received cetuximab + fluorouracil, leucovorin, and irinotecan (FOLFIRI), whereas those with RAS-mt ctDNA were treated with the oncologist’s choice of therapy. RESULTS Of 16 registered patients, 11 were male and five female. They were age 48 to 81 years, and they had unresectable metastatic adenocarcinoma from the colon (n = 11) or rectum (n = 5), with a median of two metastatic sites. They had received a median number of three previous chemotherapy protocols. Plasma genotyping identified RAS-mt in seven patients (44%) and RAS-wt in nine patients (56%). In the patients with wt ctDNA, objective tumor response rate was 50.0%, including one complete response and four partial responses after a median number of 6 courses of cetuximab + FOLFIRI (range, 1 to 16 courses). Two of the nine patients had stable disease, and two had progressive disease. No grade 3 to 4 toxicities were encountered. One-year survival rates were 60.0% for the patients with RAS-wt ctDNA and 17.9% for those with RAS-mt ctDNA. Median overall survival times were not reached and 4.7 months, respectively. CONCLUSION Patients with RAS-mt mCRC whose plasma biopsies contained RAS-wt could benefit from cetuximab-based therapy, a hypothesis to be tested in a prospective randomized trial.
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Affiliation(s)
- Mohamed Bouchahda
- Medical Oncology Department, Paul Brousse Hospital, Villejuif, France.,Medical Oncology Unit, Clinique du Mousseau, Evry, France
| | - Raphael Saffroy
- Oncogenetics Department, Assistance Publique-Hôpitaux de Paris, Paul Brousse Hospital, Université Paris-Saclay, Villejuif, France
| | - Abdoulaye Karaboué
- French National Institute for Health and Medical Research (INSERM), Unit 935, Villejuif, France.,Medical Oncology Unit, Groupe Hospitalier Intercommunal Le Raincy-Montfermeil, Montfermeil, France
| | - Jocelyne Hamelin
- Oncogenetics Department, Assistance Publique-Hôpitaux de Paris, Paul Brousse Hospital, Université Paris-Saclay, Villejuif, France
| | - Pasquale Innominato
- French National Institute for Health and Medical Research (INSERM), Unit 935, Villejuif, France.,North Wales Cancer Centre, Ysbyty Gwynedd, Betsi Cadwaladr University Health Board, Bangor, United Kingdom.,Cancer Chronotherapy Team, Cancer Research Centre, Division of Biomedical Sciences, Warwick Medical School, Coventry, United Kingdom
| | - Faouzi Saliba
- Centre Hépato Biliaire, Assistance Publique-Hôpitaux de Paris, Hôpital Paul Brousse, Villejuif, France
| | - Francis Lévi
- Medical Oncology Department, Paul Brousse Hospital, Villejuif, France.,French National Institute for Health and Medical Research (INSERM), Unit 935, Villejuif, France.,Cancer Chronotherapy Team, Cancer Research Centre, Division of Biomedical Sciences, Warwick Medical School, Coventry, United Kingdom
| | - Nelly Bosselut
- Oncogenetics Department, Assistance Publique-Hôpitaux de Paris, Paul Brousse Hospital, Université Paris-Saclay, Villejuif, France
| | - Antoinette Lemoine
- Oncogenetics Department, Assistance Publique-Hôpitaux de Paris, Paul Brousse Hospital, Université Paris-Saclay, Villejuif, France
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Lièvre A, de la Fouchardière C, Samalin E, Benoist S, Phelip JM, André T, Lledo G. [BRAF V600E-mutant colorectal cancers: Where are we?]. Bull Cancer 2020; 107:881-895. [PMID: 32674932 DOI: 10.1016/j.bulcan.2020.04.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2020] [Revised: 04/22/2020] [Accepted: 04/23/2020] [Indexed: 12/14/2022]
Abstract
The BRAFV600E mutation, observed in 8 % of colorectal cancers (CRC), introduces a particular phenotype and a poor prognosis at the localized or metastatic stage. BRAF mutant CRCs are more often localized in the right colon, poorly differentiated and mucinous. They affect an older population (more often female) and are associated with a more frequent metastatic lymph node and peritoneal evolution. The BRAFV600E mutation is associated with a sporadic microsatellite instability (MSI) status in 20 to 40% of cases. In localized colon cancer, it does not imply any modification of the adjuvant treatment. In metastatic CRC, the first action must be the systematic search for an MSI phenotype, given its frequent association with the presence of a BRAF mutation, in order to propose immunotherapy that has been demonstrated to be very effective in MSI metastatic CRC. In non-MSI CRC, a first-line trichimiotherapy associated with bevacizumab is an option to be favored in patients in good general condition but the association with an anti-EGFR can be discussed, especially when the objective is tumor response. At the same time, surgical resection must be systematically discussed in the case of resectable hepatic metastases since the presence of a BRAFV600E mutation is not a risk factor for recurrence and that prolonged survival may be observed after surgery. In the second or third line, the triplet encorafenib, binimetinib and cetuximab, as well as the doublet encorafenib and cetuximab are superior to the association of irinotecan plus cetuximab in terms of response and survival (phase III study BEACON) and represent a new therapeutic standard. Their use on the front line is under study.
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Affiliation(s)
- Astrid Lièvre
- Service des maladies de l'appareil digestif, CHU Pontchaillou, université Rennes 1, Rennes, France.
| | | | - Emmanuelle Samalin
- Département d'oncologie, institut du cancer de Montpellier (ICM), University Montpellier, Montpellier et institut de génomique fonctionnelle, CNRS, inserm, university Montpellier, Montpellier, France
| | - Stéphane Benoist
- service de chirurgie digestive et oncologique, CHU Bicêtre, AP-HP, université Paris-Saclay, Le Kremlin Bicêtre, France
| | - Jean-Marc Phelip
- Service de gastroentérologie, CHU Saint-Étienne, Saint-Etienne, France
| | - Thierry André
- Département d'oncologie médicale, Sorbonne université, hôpital Saint-Antoine, AP-HP, 7512 Paris, France
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Bieg‐Bourne CC, Okamura R, Kurzrock R. Concordance between TP53 alterations in blood and tissue: impact of time interval, biopsy site, cancer type and circulating tumor DNA burden. Mol Oncol 2020; 14:1242-1251. [PMID: 32187847 PMCID: PMC7266274 DOI: 10.1002/1878-0261.12672] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Revised: 01/13/2020] [Accepted: 03/16/2020] [Indexed: 02/06/2023] Open
Abstract
We examined the impact of spatial, temporal, histologic, and quantitative factors on concordance between TP53 alterations in tissue DNA vs in circulating tumor DNA (ctDNA). Four hundred and thirty-three patients underwent next-generation sequencing (NGS) in which both tissue and blood samples were evaluated. TP53 was detected in 258 of 433 patients (59.6%); 215 had tissue TP53 alterations (49.7%); 159, ctDNA (36.7%); and 116, both tissue and ctDNA (27.8%). Overall concordance rate between ctDNA and tissue biopsies for TP53 alterations was 67.2%; positive concordance was 45.0%. Overall concordance for TP53 did not vary among patients with ≤ 2 months vs > 6 months between test samples; however, positive concordance trended higher when time intervals between test samples were shorter, suggesting that the lack of difference in overall concordance may be due to the large number of negative/negative tests. There was a trend toward higher overall concordance based on biopsy site (metastatic vs primary) (P = 0.07) and significantly higher positive concordance if the tissue biopsy site was a metastatic lesion (P = 0.03). Positive concordance significantly decreased in noncolorectal cancer patients vs colorectal cancer patients (P = 0.02). Finally, higher %ctDNA was associated with higher concordance rates between blood and tissue (P < 0.001). Taken together, these data indicate that both blood and tissue DNA sequencing are necessary to evaluate the full scope of TP53 alterations, and that concordance rates may be related to multiple factors including, but not limited to, amount of ctDNA, histologic context, and site of tissue biopsy.
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Affiliation(s)
- Cheyennedra C. Bieg‐Bourne
- Center for Personalized Cancer TherapyMoores Cancer CenterUniversity of California San DiegoLa JollaCAUSA
| | - Ryosuke Okamura
- Center for Personalized Cancer TherapyMoores Cancer CenterUniversity of California San DiegoLa JollaCAUSA
| | - Razelle Kurzrock
- Center for Personalized Cancer TherapyMoores Cancer CenterUniversity of California San DiegoLa JollaCAUSA
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36
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Thomsen CB, Hansen TF, Andersen RF, Lindebjerg J, Jensen LH, Jakobsen A. Early identification of treatment benefit by methylated circulating tumor DNA in metastatic colorectal cancer. Ther Adv Med Oncol 2020; 12:1758835920918472. [PMID: 32518596 PMCID: PMC7252368 DOI: 10.1177/1758835920918472] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 03/05/2020] [Indexed: 01/08/2023] Open
Abstract
Background: The early identification of treatment effect is wanted in several settings, including the management of metastatic colorectal cancer (mCRC). A potential universal marker is circulating tumor DNA (ctDNA). Our prospective study explored the association between progression-free survival (PFS) and overall survival (OS), and early change of ctDNA after one cycle of chemotherapy in patients with mCRC. Methods: The study included mCRC patients receiving standard first line combination chemotherapy with 5-Fluorouracil (FU), oxaliplatin, and bevacizumab. Hypermethylated neuropeptide Y (NPY) ctDNA (meth-ctDNA) served as a marker analyzed by droplet digital polymerase chain reaction (PCR). The meth-ctDNA level was analyzed in plasma before treatment start and again before cycle two. The patients were divided into two groups according to the dynamics of meth-ctDNA. Low ctDNA (LctDNA) included patients with zero or values of meth-ctDNA decreasing to a level including zero in the 95% confidence interval. High ctDNA (HctDNA) included all other patients (stable, increasing, or slightly decreasing values). The two groups were compared as to PFS and OS. Results: The study included 123 patients. The PFS in the two groups differed significantly with a median of 9.2 and 6.7 months in LctDNA and HctDNA, respectively (p = 0.0005). This translated into a 12-month difference in OS with a median of 25.4 and 13.5 months, respectively (p = 0.0001). Conclusions: Early therapeutic reconsideration is of utmost importance. A low level of meth-ctDNA after one cycle of chemotherapy in the first line setting is a potential marker for excellent clinical outcomes. The clinical utility should be confirmed in randomized clinical trials.
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Affiliation(s)
- Caroline B Thomsen
- Danish Colorectal Cancer Center South, Vejle University Hospital, Beriderbakken 4, DK-7100 Vejle, Denmark
| | - Torben F Hansen
- Danish Colorectal Cancer Center South, Vejle University Hospital, Vejle, Denmark Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Rikke F Andersen
- Danish Colorectal Cancer Center South, Vejle University Hospital, Vejle, Denmark
| | - Jan Lindebjerg
- Danish Colorectal Cancer Center South, Vejle University Hospital, Vejle, Denmark Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Lars H Jensen
- Danish Colorectal Cancer Center South, Vejle University Hospital, Vejle, Denmark Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Anders Jakobsen
- Danish Colorectal Cancer Center South, Vejle University Hospital, Vejle, Denmark Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
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Detection of Microsatellite Instability from Circulating Tumor DNA by Targeted Deep Sequencing. J Mol Diagn 2020; 22:860-870. [PMID: 32428677 DOI: 10.1016/j.jmoldx.2020.04.210] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 03/17/2020] [Accepted: 04/16/2020] [Indexed: 02/07/2023] Open
Abstract
Currently, microsatellite instability (MSI) detection is limited to tissue samples with sufficient tumor content. Detection of MSI from blood has been explored but confounded by low sensitivity due to limited circulating tumor DNA (ctDNA). We developed a next-generation sequencing-based algorithm, blood MSI signature enrichment analysis, to detect MSI from blood. Blood MSI signature enrichment analysis development involved three major steps. First, marker sites that can effectively distinguish high MSI (MSI-H) from microsatellite stable tumors were extracted. Second, MSI signature enrichment analysis was performed based on hypergeometric probability, under the null hypothesis that plasma samples have similar MSI-H and microsatellite stable read coverage patterns for particular marker sites as the white blood cells from the training data set. Finally, enrichment scores of marker sites were normalized, and all markers were collectively considered to determine the MSI status of a plasma sample. In vitro dilution experiments with cell lines and in silico simulation experiments based on mixtures of MSI-H plasma and paired white blood cell DNA demonstrated 98% sensitivity and 100% specificity at a minimum of 1% ctDNA and 91.8% sensitivity and 100% specificity with 0.4% ctDNA. An independent validation cohort of 87 colorectal cancer patients with orthogonal confirmation of MSI status of tissues confirmed performance, achieving 94.1% sensitivity (16/17) and 100% specificity (27/27) for samples with ctDNA >0.4%.
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38
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Meeks JJ, Al-Ahmadie H, Faltas BM, Taylor JA, Flaig TW, DeGraff DJ, Christensen E, Woolbright BL, McConkey DJ, Dyrskjøt L. Genomic heterogeneity in bladder cancer: challenges and possible solutions to improve outcomes. Nat Rev Urol 2020; 17:259-270. [PMID: 32235944 PMCID: PMC7968350 DOI: 10.1038/s41585-020-0304-1] [Citation(s) in RCA: 102] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/09/2020] [Indexed: 12/14/2022]
Abstract
Histological and molecular analyses of urothelial carcinoma often reveal intratumoural and intertumoural heterogeneity at the genomic, transcriptional and cellular levels. Despite the clonal initiation of the tumour, progression and metastasis often arise from subclones that can develop naturally or during therapy, resulting in molecular alterations with a heterogeneous distribution. Variant histologies in tumour tissues that have developed distinct morphological characteristics divergent from urothelial carcinoma are extreme examples of tumour heterogeneity. Ultimately, heterogeneity contributes to drug resistance and relapse after therapy, resulting in poor survival outcomes. Mutation profile differences between patients with muscle-invasive and metastatic urothelial cancer (interpatient heterogeneity) probably contribute to variability in response to chemotherapy and immunotherapy as first-line treatments. Heterogeneity can occur on multiple levels and averaging or normalizing these alterations is crucial for clinical trial and drug design to enable appropriate therapeutic targeting. Identification of the extent of heterogeneity might shape the choice of monotherapy or additional combination treatments to target different drivers and genetic events. Identification of the lethal tumour cell clones is required to improve survival of patients with urothelial carcinoma.
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Affiliation(s)
- Joshua J Meeks
- Departments of Urology and Biochemistry, Molecular Genetics, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA.
| | - Hikmat Al-Ahmadie
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Bishoy M Faltas
- Department of Medicine and Department of Cell and Developmental biology, Weill-Cornell Medicine, New York, NY, USA
| | - John A Taylor
- Department of Urology, University of Kansas Medical Center, Kansas City, KS, USA
| | | | - David J DeGraff
- Departments of Pathology, Biochemistry & Molecular Biology and Surgery, Division of Urology, Pennsylvania State University, College of Medicine, Hershey, PA, USA
| | - Emil Christensen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus N, Denmark
| | | | - David J McConkey
- Johns Hopkins Greenberg Bladder Cancer Institute, Brady Urological Institute, Johns Hopkins University, Baltimore, MD, USA
| | - Lars Dyrskjøt
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus N, Denmark
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39
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Nguyen B, Meehan K, Pereira MR, Mirzai B, Lim SH, Leslie C, Clark M, Sader C, Friedland P, Lindsay A, Tang C, Millward M, Gray ES, Lim AM. A comparative study of extracellular vesicle-associated and cell-free DNA and RNA for HPV detection in oropharyngeal squamous cell carcinoma. Sci Rep 2020; 10:6083. [PMID: 32269293 PMCID: PMC7142128 DOI: 10.1038/s41598-020-63180-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Accepted: 03/04/2020] [Indexed: 12/16/2022] Open
Abstract
Purpose: This study compares the detection sensitivity of two separate liquid biopsy sources, cell-free (cf) DNA/RNA and extracellular vesicle (EV)-associated DNA/RNA (EV-DNA/RNA), to identify circulating Human Papilloma Virus (HPV) DNA/RNA in plasma obtained from patients with oropharyngeal squamous cell carcinoma (OPCSCC). We also report on the longitudinal changes observed in HPV-DNA levels in response to treatment. Experimental design: A prospective study was conducted that included 22 patients with locally advanced disease and six patients with metastatic OPCSCC. Twenty-three patients had HPV-related OPCSCC defined by p16 immunohistochemistry. Levels of circulating HPV-DNA and HPV-RNA from plasma-derived cf-DNA/RNA and EV-DNA/RNA were quantified using digital droplet PCR. Results: Circulating HPV-DNA was detected with higher sensitivity in cf-DNA compared to EV-DNA at 91% vs. 42% (p = <0.001). Similarly, circulating tumoral HPV-RNA was detected at a higher sensitivity in cf-RNA compared to EV-RNA, at 83% vs. 50% (p = 0.0019). In the locally advanced cohort, 100% (n = 16) of HPV-OPCSCC patients demonstrated a reduction in circulating HPV-DNA levels in cf-DNA following curative treatment, with 81% of patients demonstrating complete clearance to undetectable levels. However, in metastatic HPV-OPCSCC patients (n = 4), HPV-DNA levels did not correlate with treatment response. Conclusion: Our study demonstrates that although HPV-DNA/RNA can be detected in EV associated DNA/RNA, cf-DNA/RNA is the more sensitive liquid biopsy medium. As circulating HPV-DNA levels were found to only correlate with treatment response in the locally advanced but not metastatic setting in our small cohort of patients, the use of HPV-DNA as a dynamic biomarker to monitor treatment response requires further evaluation.
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Affiliation(s)
- Bella Nguyen
- Department of Medical Oncology, Sir Charles Gairdner Hospital, Perth, Western Australia, Australia.,School of Biomedical Sciences, University of Western Australia, Perth, Western Australia, Australia
| | - Katie Meehan
- School of Biomedical Sciences, University of Western Australia, Perth, Western Australia, Australia.,Chinese University of Hong Kong, Shatin, Hong Kong
| | - Michelle R Pereira
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia, Australia
| | - Bob Mirzai
- School of Biomedical Sciences, University of Western Australia, Perth, Western Australia, Australia.,Department of Anatomical Pathology, PathWest, QEII Medical Centre, Perth, Western Australia, Australia
| | - Si Hong Lim
- Genomics Western Australia, Telethon Kids Institute, Western Australia, Perth, Australia
| | - Connull Leslie
- School of Pathology and Laboratory Medicine, The University of Western Australia, Perth, Western Australia, Australia.,Department of Anatomical Pathology, PathWest, QEII Medical Centre, Perth, Western Australia, Australia
| | - Michael Clark
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia, Australia
| | - Chady Sader
- Department of Otolaryngology, Head and Neck Surgery, Sir Charles Gairdner Hospital, Perth, Western Australia, Australia.,Department of Otolaryngology, Head and Neck Surgery, St John of God Murdoch Hospital, Perth, Western Australia, Australia
| | - Peter Friedland
- Department of Otolaryngology, Head and Neck Surgery, Sir Charles Gairdner Hospital, Perth, Western Australia, Australia.,Faculty of Medical and Health Sciences, University of Western Australia, Perth, Western Australia, Australia.,School of Medicine, University of Notre Dame, Fremantle, Western Australia, Australia
| | - Andrew Lindsay
- Department of Otolaryngology, Head and Neck Surgery, Hollywood Private Hospital, Perth, Western Australia, Australia
| | - Colin Tang
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia, Australia.,Department of Radiation Oncology, Sir Charles Gairdner Hospital, Perth, Western Australia, Australia
| | - Michael Millward
- Department of Medical Oncology, Sir Charles Gairdner Hospital, Perth, Western Australia, Australia.,School of Medicine, The University of Western Australia, Perth, Western Australia, Australia
| | - Elin S Gray
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia, Australia
| | - Annette M Lim
- Department of Medical Oncology, Sir Charles Gairdner Hospital, Perth, Western Australia, Australia. .,Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia. .,Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia.
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Otandault A, Anker P, Al Amir Dache Z, Guillaumon V, Meddeb R, Pastor B, Pisareva E, Sanchez C, Tanos R, Tousch G, Schwarzenbach H, Thierry AR. Recent advances in circulating nucleic acids in oncology. Ann Oncol 2020; 30:374-384. [PMID: 30753271 DOI: 10.1093/annonc/mdz031] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Circulating cell-free DNA (cfDNA) is one of the fastest growing and most exciting areas in oncology in recent years. Its potential clinical uses cover now each phase of cancer patient management care (predictive information, detection of the minimal residual disease, early detection of resistance, treatment monitoring, recurrence surveillance, and cancer early detection/screening). This review relates the recent advances in the application of circulating DNA or RNA in oncology building on unpublished or initial findings/work presented at the 10th international symposium on circulating nucleic acids in plasma and serum held in Montpellier from the 20th to the 22nd of September 2017. This year, presenters revealed their latest data and crucial observations notably in relation to (i) the circulating cell-free (cfDNA) structure and implications regarding their optimal detection; (ii) their role in the metastatic or immunological processes; (iii) evaluation of miRNA panels for cancer patient follow up; (iv) the detection of the minimal residual disease; (v) the evaluation of a screening tests for cancer using cfDNA analysis; and (vi) elements of preanalytical guidelines. This work reviews the recent progresses in the field brought to light in the meeting, as well as in the most important reports from the literature, past and present. It proposes a broader picture of the basic research and its potential, and of the implementation and current challenges in the use of circulating nucleic acids in oncology.
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Affiliation(s)
- A Otandault
- IRCM, Institute of Research in Oncology of Montpellier, Montpellier; INSERM, U1194, Montpellier; Department of Oncology, Montpellier University, Montpellier; Regional Institute of Cancer of Montpellier, Montpellier
| | - P Anker
- IRCM, Institute of Research in Oncology of Montpellier, Montpellier; INSERM, U1194, Montpellier; Department of Oncology, Montpellier University, Montpellier; Regional Institute of Cancer of Montpellier, Montpellier
| | - Z Al Amir Dache
- IRCM, Institute of Research in Oncology of Montpellier, Montpellier; INSERM, U1194, Montpellier; Department of Oncology, Montpellier University, Montpellier; Regional Institute of Cancer of Montpellier, Montpellier
| | - V Guillaumon
- Regional Institute of Cancer of Montpellier, Montpellier; SIRIC, Integrated Cancer Research Site, Montpellier, France
| | - R Meddeb
- IRCM, Institute of Research in Oncology of Montpellier, Montpellier; INSERM, U1194, Montpellier; Department of Oncology, Montpellier University, Montpellier; Regional Institute of Cancer of Montpellier, Montpellier
| | - B Pastor
- IRCM, Institute of Research in Oncology of Montpellier, Montpellier; INSERM, U1194, Montpellier; Department of Oncology, Montpellier University, Montpellier; Regional Institute of Cancer of Montpellier, Montpellier
| | - E Pisareva
- IRCM, Institute of Research in Oncology of Montpellier, Montpellier; INSERM, U1194, Montpellier; Department of Oncology, Montpellier University, Montpellier; Regional Institute of Cancer of Montpellier, Montpellier
| | - C Sanchez
- IRCM, Institute of Research in Oncology of Montpellier, Montpellier; INSERM, U1194, Montpellier; Department of Oncology, Montpellier University, Montpellier; Regional Institute of Cancer of Montpellier, Montpellier
| | - R Tanos
- IRCM, Institute of Research in Oncology of Montpellier, Montpellier; INSERM, U1194, Montpellier; Department of Oncology, Montpellier University, Montpellier; Regional Institute of Cancer of Montpellier, Montpellier
| | - G Tousch
- IRCM, Institute of Research in Oncology of Montpellier, Montpellier; INSERM, U1194, Montpellier; Department of Oncology, Montpellier University, Montpellier; Regional Institute of Cancer of Montpellier, Montpellier
| | - H Schwarzenbach
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - A R Thierry
- IRCM, Institute of Research in Oncology of Montpellier, Montpellier; INSERM, U1194, Montpellier; Department of Oncology, Montpellier University, Montpellier; Regional Institute of Cancer of Montpellier, Montpellier.
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41
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Otandault A, Abraham JD, Al Amir Dache Z, Khalyfa A, Jariel-Encontre I, Forné T, Prévostel C, Chouaib S, Gozal D, Thierry AR. Hypoxia differently modulates the release of mitochondrial and nuclear DNA. Br J Cancer 2020; 122:715-725. [PMID: 31929518 PMCID: PMC7054557 DOI: 10.1038/s41416-019-0716-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 11/29/2019] [Accepted: 12/16/2019] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND We investigated the influence of hypoxia on the concentration of mitochondrial and nuclear cell-free DNA (McfDNA and NcfDNA, respectively). METHOD By an ultra-sensitive quantitative PCR-based assay, McfDNA and NcfDNA were measured in the supernatants of different colorectal cell lines, and in the plasma of C57/Bl6 mice engrafted with TC1 tumour cells, in normoxic or hypoxic conditions. RESULTS Our data when setting cell culture conditions highlighted the higher stability of McfDNA as compared to NcfDNA and revealed that cancer cells released amounts of nuclear DNA equivalent to the mass of a chromosome over a 6-h duration of incubation. In cell model, hypoxia induced a great increase in NcfDNA and McfDNA concentrations within the first 24 h. After this period, cfDNA total concentrations remained stable in hypoxia consecutive to a decrease of nuclear DNA release, and noteworthy, to a complete inhibition of daily mitochondrial DNA release. In TC1-engrafted mice submitted to intermittent hypoxia, plasma NcfDNA levels are much higher than in mice bred in normoxia, unlike plasma McfDNA concentration that is not impacted by hypoxia. CONCLUSION This study suggests that hypoxia negatively modulates nuclear and, particularly, mitochondrial DNA releases in long-term hypoxia, and revealed that the underlying mechanisms are differently regulated.
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Affiliation(s)
- Amaelle Otandault
- IRCM, Inserm U1194, Institut de recherche en cancérologie de Montpellier, 208, avenue des Apothicaires, Montpellier, 34298, France
- Université de Montpellier, Montpellier, 34090, France
- Institut régional du cancer de Montpellier, Montpellier, 34298, France
| | - Jean-Daniel Abraham
- IRCM, Inserm U1194, Institut de recherche en cancérologie de Montpellier, 208, avenue des Apothicaires, Montpellier, 34298, France
- Université de Montpellier, Montpellier, 34090, France
- Institut régional du cancer de Montpellier, Montpellier, 34298, France
| | - Zahra Al Amir Dache
- IRCM, Inserm U1194, Institut de recherche en cancérologie de Montpellier, 208, avenue des Apothicaires, Montpellier, 34298, France
- Université de Montpellier, Montpellier, 34090, France
- Institut régional du cancer de Montpellier, Montpellier, 34298, France
| | - Abdelnaby Khalyfa
- Department of Child Health and Child Health Research Institute, University of Missouri School of Medicine, Columbia, MO, 65201, USA
| | - Isabelle Jariel-Encontre
- Institut de Génétique Moléculaire de Montpellier, University of Montpellier, CNRS, Montpellier, France
| | - Thierry Forné
- Institut de Génétique Moléculaire de Montpellier, University of Montpellier, CNRS, Montpellier, France
| | - Corinne Prévostel
- IRCM, Inserm U1194, Institut de recherche en cancérologie de Montpellier, 208, avenue des Apothicaires, Montpellier, 34298, France
- Université de Montpellier, Montpellier, 34090, France
- Institut régional du cancer de Montpellier, Montpellier, 34298, France
| | - Salem Chouaib
- INSERM UMR 1186, Integrative Tumor Immunology and Genetic Oncology, Gustave Roussy, EPHE, Fac. de médecine-Univ. Paris-Sud, University Paris-Saclay, Villejuif, 94805, France
- TRIPM, Gulf Medical University, Ajman, UAE
| | - David Gozal
- Department of Child Health and Child Health Research Institute, University of Missouri School of Medicine, Columbia, MO, 65201, USA
| | - Alain R Thierry
- IRCM, Inserm U1194, Institut de recherche en cancérologie de Montpellier, 208, avenue des Apothicaires, Montpellier, 34298, France.
- Université de Montpellier, Montpellier, 34090, France.
- Institut régional du cancer de Montpellier, Montpellier, 34298, France.
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Oliveira KC, Ramos IB, Silva JM, Barra WF, Riggins GJ, Palande V, Pinho CT, Frenkel-Morgenstern M, Santos SE, Assumpcao PP, Burbano RR, Calcagno DQ. Current Perspectives on Circulating Tumor DNA, Precision Medicine, and Personalized Clinical Management of Cancer. Mol Cancer Res 2020; 18:517-528. [DOI: 10.1158/1541-7786.mcr-19-0768] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Revised: 11/13/2019] [Accepted: 01/23/2020] [Indexed: 11/16/2022]
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Franczak C, Witz A, Geoffroy K, Demange J, Rouyer M, Husson M, Massard V, Gavoille C, Lambert A, Gilson P, Gambier N, Scala-Bertola J, Merlin JL, Harlé A. Evaluation of KRAS, NRAS and BRAF mutations detection in plasma using an automated system for patients with metastatic colorectal cancer. PLoS One 2020; 15:e0227294. [PMID: 31940389 PMCID: PMC6961936 DOI: 10.1371/journal.pone.0227294] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Accepted: 12/16/2019] [Indexed: 12/18/2022] Open
Abstract
Background Cell-free DNA detection is becoming a surrogate assay for tumor genotyping. Biological fluids often content a very low amount of cell-free tumor DNA and assays able to detect very low allele frequency mutant with a few quantities of DNA are required. We evaluated the ability of the fully-automated molecular diagnostics platform Idylla for the detection of KRAS, NRAS and BRAF hotspot mutations in plasma from patients with metastatic colorectal cancer (mCRC). Materials and methods First, we evaluated the limit of detection of the system using two set of laboratory made samples that mimic mCRC patient plasma, then plasma samples from patients with mCRC were assessed using Idylla system and BEAMing digital PCR technology. Results Limits of detection of 0.1%, 0.4% and 0.01% for KRAS, NRAS and BRAF respectively have been reached. With our laboratory made samples, sensitivity up to 0.008% has been reached. Among 15 patients’ samples tested for KRAS mutation, 2 discrepant results were found between Idylla and BEAMing dPCR. A 100% concordance between the two assays has been found for the detection of NRAS and BRAF mutations in plasma samples. Conclusions The Idylla system does not reach as high sensitivity as assays like ddPCR but has an equivalent sensitivity to modified NGS technics with a lower cost and a lower time to results. These data allowed to consider the Idylla system in a routine laboratory workflow for KRAS, NRAS and BRAF mutations detection in plasma.
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Affiliation(s)
- Claire Franczak
- Institut de Cancérologie de Lorraine, Service de Biopathologie, Vandoeuvre les Nancy, France
| | - Andréa Witz
- Institut de Cancérologie de Lorraine, Service de Biopathologie, Vandoeuvre les Nancy, France
| | - Karen Geoffroy
- Institut de Cancérologie de Lorraine, Service de Biopathologie, Vandoeuvre les Nancy, France
| | - Jessica Demange
- Institut de Cancérologie de Lorraine, Service de Biopathologie, Vandoeuvre les Nancy, France
| | - Marie Rouyer
- Institut de Cancérologie de Lorraine, Service de Biopathologie, Vandoeuvre les Nancy, France
| | - Marie Husson
- Institut de Cancérologie de Lorraine, Service de Biopathologie, Vandoeuvre les Nancy, France
| | - Vincent Massard
- Institut de Cancérologie de Lorraine, Département d'oncologie médicale, Vandoeuvre les Nancy, France
| | - Céline Gavoille
- Institut de Cancérologie de Lorraine, Département d'oncologie médicale, Vandoeuvre les Nancy, France
| | - Aurélien Lambert
- Institut de Cancérologie de Lorraine, Département d'oncologie médicale, Vandoeuvre les Nancy, France
| | - Pauline Gilson
- Université de Lorraine, CNRS UMR 7039 CRAN, Institut de Cancérologie de Lorraine, Service de Biopathologie, Nancy, France
| | - Nicolas Gambier
- CHRU Nancy, Department of Clinical Pharmacology and Toxicology, Nancy, France.,Université de Lorraine, UMR 7365 CNRS-UL, IMoPA, Vandœuvre-lès-Nancy, France
| | - Julien Scala-Bertola
- CHRU Nancy, Department of Clinical Pharmacology and Toxicology, Nancy, France.,Université de Lorraine, UMR 7365 CNRS-UL, IMoPA, Vandœuvre-lès-Nancy, France
| | - Jean-Louis Merlin
- Université de Lorraine, CNRS UMR 7039 CRAN, Institut de Cancérologie de Lorraine, Service de Biopathologie, Nancy, France
| | - Alexandre Harlé
- Université de Lorraine, CNRS UMR 7039 CRAN, Institut de Cancérologie de Lorraine, Service de Biopathologie, Nancy, France
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Underwood JJ, Quadri RS, Kalva SP, Shah H, Sanjeeviah AR, Beg MS, Sutphin PD. Liquid Biopsy for Cancer: Review and Implications for the Radiologist. Radiology 2020; 294:5-17. [DOI: 10.1148/radiol.2019182584] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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45
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Jahangiri L, Hurst T. Assessing the Concordance of Genomic Alterations between Circulating-Free DNA and Tumour Tissue in Cancer Patients. Cancers (Basel) 2019; 11:cancers11121938. [PMID: 31817150 PMCID: PMC6966532 DOI: 10.3390/cancers11121938] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Revised: 11/28/2019] [Accepted: 11/29/2019] [Indexed: 12/23/2022] Open
Abstract
Somatic alterations to the genomes of solid tumours, which in some cases represent actionable drivers, provide diagnostic and prognostic insight into these complex diseases. Spatial and longitudinal tracking of somatic genomic alterations (SGAs) in patient tumours has emerged as a new avenue of investigation, not only as a disease monitoring strategy, but also to improve our understanding of heterogeneity and clonal evolution from diagnosis through disease progression. Furthermore, analysis of circulating-free DNA (cfDNA) in the so-called "liquid biopsy" has emerged as a non-invasive method to identify genomic information to inform targeted therapy and may also capture the heterogeneity of the primary and metastatic tumours. Considering the potential of cfDNA analysis as a translational laboratory tool in clinical practice, establishing the extent to which cfDNA represents the SGAs of tumours, particularly actionable driver alterations, becomes a matter of importance, warranting standardisation of methods and practices. Here, we assess the utilisation of cfDNA for molecular profiling of SGAs in tumour tissue across a broad range of solid tumours. Moreover, we examine the underlying factors contributing to discordance of detected SGAs between cfDNA and tumour tissue.
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Affiliation(s)
- Leila Jahangiri
- Department of Life Sciences, Birmingham City University, Birmingham B15 3TN, UK;
- Division of Cellular and Molecular Pathology, Department of Pathology, University of Cambridge, Lab blocks level 3, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
- Correspondence:
| | - Tara Hurst
- Department of Life Sciences, Birmingham City University, Birmingham B15 3TN, UK;
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Thomsen CB, Andersen RF, Lindebjerg J, Hansen TF, Jensen LH, Jakobsen A. Correlation Between Tumor-Specific Mutated and Methylated DNA in Colorectal Cancer. JCO Precis Oncol 2019; 3:1-8. [PMID: 35100675 DOI: 10.1200/po.18.00162] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
PURPOSE Analysis of circulating tumor DNA (ctDNA) is a potential improvement in precision medicine. In colorectal cancer (CRC), somatic mutations such as RAS and RAF in the blood (mut-ctDNA) are investigated for prognostic and predictive purposes. However, they are only present in approximately 60% of patients. Recently, ctDNA has been detected in patients with RAS/RAF wild type (WT) by methylated ctDNA (meth-ctDNA). The aim of this study was to compare mutated DNA with methylated DNA in malignant and nonmalignant tissue and plasma from CRC cohorts to establish a universal biomarker for ctDNA in all patients with CRC. MATERIALS AND METHODS Tissue (n = 170) and plasma (n = 147) samples were analyzed for RAS/RAF mutations and neuropeptide Y methylation by droplet digital polymerase chain reaction. Tissue originated from nonmalignant WT and RAS/RAF-mutated adenomas, tumor-adjacent colorectal tissue, and WT and RAS/RAF-mutated tumor tissue. Plasma samples represented healthy donors and localized and metastatic CRCs. RESULTS The level of neuropeptide Y-methylated DNA in the tissue cohorts differed between nonmalignant and malignant/premalignant tissues with minimal overlap. Furthermore, meth-ctDNA was detected in plasma from 100% of patients with metastatic disease, compared with 67% of those with localized disease and 8% of healthy donors. Median fraction of meth-ctDNA in metastatic and localized cancers was 13.25% and 0.04%, respectively. Correlation between mut-ctDNA and meth-ctDNA was high (r = 0.77 and 0.80 in localized and metastatic settings, respectively). CONCLUSION Mut-ctDNA is interchangeable with meth-ctDNA in patients with CRC. On the basis of our results, meth-ctDNA should be considered a universal biomarker in metastatic CRC, but additional investigations of clinical utility are warranted.
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Affiliation(s)
- Caroline Brenner Thomsen
- Danish Colorectal Cancer Center South, Vejle Hospital, Vejle, Denmark.,University of Southern Denmark, Odense, Denmark
| | - Rikke F Andersen
- Danish Colorectal Cancer Center South, Vejle Hospital, Vejle, Denmark
| | - Jan Lindebjerg
- Danish Colorectal Cancer Center South, Vejle Hospital, Vejle, Denmark.,University of Southern Denmark, Odense, Denmark
| | - Torben F Hansen
- Danish Colorectal Cancer Center South, Vejle Hospital, Vejle, Denmark.,University of Southern Denmark, Odense, Denmark
| | - Lars Henrik Jensen
- Danish Colorectal Cancer Center South, Vejle Hospital, Vejle, Denmark.,University of Southern Denmark, Odense, Denmark
| | - Anders Jakobsen
- Danish Colorectal Cancer Center South, Vejle Hospital, Vejle, Denmark.,University of Southern Denmark, Odense, Denmark
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Gawroński AR, Lin YY, McConeghy B, LeBihan S, Asghari H, Koçkan C, Orabi B, Adra N, Pili R, Collins CC, Sahinalp SC, Hach F. Structural variation and fusion detection using targeted sequencing data from circulating cell free DNA. Nucleic Acids Res 2019; 47:e38. [PMID: 30759232 PMCID: PMC6468241 DOI: 10.1093/nar/gkz067] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Revised: 12/15/2018] [Accepted: 02/01/2019] [Indexed: 12/15/2022] Open
Abstract
MOTIVATION Cancer is a complex disease that involves rapidly evolving cells, often forming multiple distinct clones. In order to effectively understand progression of a patient-specific tumor, one needs to comprehensively sample tumor DNA at multiple time points, ideally obtained through inexpensive and minimally invasive techniques. Current sequencing technologies make the 'liquid biopsy' possible, which involves sampling a patient's blood or urine and sequencing the circulating cell free DNA (cfDNA). A certain percentage of this DNA originates from the tumor, known as circulating tumor DNA (ctDNA). The ratio of ctDNA may be extremely low in the sample, and the ctDNA may originate from multiple tumors or clones. These factors present unique challenges for applying existing tools and workflows to the analysis of ctDNA, especially in the detection of structural variations which rely on sufficient read coverage to be detectable. RESULTS Here we introduce SViCT , a structural variation (SV) detection tool designed to handle the challenges associated with cfDNA analysis. SViCT can detect breakpoints and sequences of various structural variations including deletions, insertions, inversions, duplications and translocations. SViCT extracts discordant read pairs, one-end anchors and soft-clipped/split reads, assembles them into contigs, and re-maps contig intervals to a reference genome using an efficient k-mer indexing approach. The intervals are then joined using a combination of graph and greedy algorithms to identify specific structural variant signatures. We assessed the performance of SViCT and compared it to state-of-the-art tools using simulated cfDNA datasets with properties matching those of real cfDNA samples. The positive predictive value and sensitivity of our tool was superior to all the tested tools and reasonable performance was maintained down to the lowest dilution of 0.01% tumor DNA in simulated datasets. Additionally, SViCT was able to detect all known SVs in two real cfDNA reference datasets (at 0.6-5% ctDNA) and predict a novel structural variant in a prostate cancer cohort. AVAILABILITY SViCT is available at https://github.com/vpc-ccg/svict. Contact:faraz.hach@ubc.ca.
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Affiliation(s)
- Alexander R Gawroński
- School of Computing Science, Simon Fraser University, Burnaby, British Columbia V5A 1S6, Canada
| | - Yen-Yi Lin
- Department of Urologic Sciences, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia V52 1M9, Canada.,Vancouver Prostate Centre, Vancouver, British Columbia V6H 3Z6, Canada
| | - Brian McConeghy
- Department of Urologic Sciences, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia V52 1M9, Canada.,Vancouver Prostate Centre, Vancouver, British Columbia V6H 3Z6, Canada
| | - Stephane LeBihan
- Department of Urologic Sciences, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia V52 1M9, Canada.,Vancouver Prostate Centre, Vancouver, British Columbia V6H 3Z6, Canada
| | - Hossein Asghari
- School of Computing Science, Simon Fraser University, Burnaby, British Columbia V5A 1S6, Canada.,Vancouver Prostate Centre, Vancouver, British Columbia V6H 3Z6, Canada
| | - Can Koçkan
- Department of Computer Science, Indiana University, Bloomington 47405, USA
| | - Baraa Orabi
- School of Computing Science, Simon Fraser University, Burnaby, British Columbia V5A 1S6, Canada.,Vancouver Prostate Centre, Vancouver, British Columbia V6H 3Z6, Canada
| | - Nabil Adra
- School of Medicine, Indiana University, Indianapolis, 46202, USA
| | - Roberto Pili
- School of Medicine, Indiana University, Indianapolis, 46202, USA
| | - Colin C Collins
- Department of Urologic Sciences, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia V52 1M9, Canada.,Vancouver Prostate Centre, Vancouver, British Columbia V6H 3Z6, Canada
| | - S Cenk Sahinalp
- Department of Computer Science, Indiana University, Bloomington 47405, USA
| | - Faraz Hach
- Department of Urologic Sciences, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia V52 1M9, Canada.,Vancouver Prostate Centre, Vancouver, British Columbia V6H 3Z6, Canada
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Bachet JB, Bouché O, Taieb J, Dubreuil O, Garcia ML, Meurisse A, Normand C, Gornet JM, Artru P, Louafi S, Bonnetain F, Thirot-Bidault A, Baumgaertner I, Coriat R, Tougeron D, Lecomte T, Mary F, Aparicio T, Marthey L, Taly V, Blons H, Vernerey D, Laurent-Puig P. RAS mutation analysis in circulating tumor DNA from patients with metastatic colorectal cancer: the AGEO RASANC prospective multicenter study. Ann Oncol 2019; 29:1211-1219. [PMID: 29438522 DOI: 10.1093/annonc/mdy061] [Citation(s) in RCA: 110] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Background RAS mutations are currently sought for in tumor samples, which takes a median of almost 3 weeks in western European countries. This creates problems in clinical situations that require urgent treatment and for inclusion in therapeutic trials that need RAS status for randomization. Analysis of circulating tumor DNA might help to shorten the time required to determine RAS mutational status before anti-epidermal growth factor receptor antibody therapy for metastatic colorectal cancer. Here we compared plasma with tissue RAS analysis in a large prospective multicenter cohort. Patients and methods Plasma samples were collected prospectively from chemotherapy-naive patients and analyzed centrally by next-generation sequencing (NGS) with the colon lung cancer V2 Ampliseq panel and by methylation digital PCR (WIF1 and NPY genes). Tumoral RAS status was determined locally, in parallel, according to routine practice. For a minimal κ coefficient of 0.7, reflecting acceptable concordance (precision ± 0.07), with an estimated 5% of non-exploitable data, 425 subjects were necessary. Results From July 2015 to December 2016, 425 patients were enrolled. For the 412 patients with available paired plasma and tumor samples, the κ coefficient was 0.71 [95% confidence interval (CI), 0.64-0.77] and accuracy was 85.2% (95% CI, 81.4% to 88.5%). In the 329 patients with detectable ctDNA (at least one mutation or one methylated biomarker), the κ coefficient was 0.89 (95% CI, 0.84-0.94) and accuracy was 94.8% (95% CI, 91.9% to 97.0%). The absence of liver metastases was the main clinical factor associated with inconclusive circulating tumor DNA results [odds ratio = 0.11 (95% CI, 0.06-0.21)]. In patients with liver metastases, accuracy was 93.5% with NGS alone and 97% with NGS plus the methylated biomarkers. Conclusion This prospective trial demonstrates excellent concordance between RAS status in plasma and tumor tissue from patients with colorectal cancer and liver metastases, thus validating plasma testing for routine RAS mutation analysis in these patients. Clinical Trial registration Clinicaltrials.gov, NCT02502656.
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Affiliation(s)
- J B Bachet
- Sorbonne Universités, UPMC Université, Paris; Université Sorbonne Paris Cité, INSERM UMR-S1147 MEPPOT, CNRS SNC5014, Centre Universitaire des Saints-Pères, Equipe Labellisée Ligue Nationale Contre le Cancer, Paris; Department of Hepato-Gastroenterology, Groupe Hospitalier Pitié Salpêtrière, Paris; AGEO (Association des Gastroentérologues Oncologues), Paris
| | - O Bouché
- AGEO (Association des Gastroentérologues Oncologues), Paris; Department of Hepato-Gastroenterology, Hôpital Robert Debré, Reims
| | - J Taieb
- AGEO (Association des Gastroentérologues Oncologues), Paris; Department of Digestive Oncology, Hôpital Européen Georges Pompidou, Paris
| | - O Dubreuil
- Department of Hepato-Gastroenterology, Groupe Hospitalier Pitié Salpêtrière, Paris; AGEO (Association des Gastroentérologues Oncologues), Paris
| | - M L Garcia
- AGEO (Association des Gastroentérologues Oncologues), Paris; Department of Oncology, Hôpital Saint-Antoine, Paris
| | - A Meurisse
- Department of Methodology and Quality of Life in Oncology, INSERM UMR 1098, Hôpital Universitaire de Besancon, Besancon
| | - C Normand
- Université Sorbonne Paris Cité, INSERM UMR-S1147 MEPPOT, CNRS SNC5014, Centre Universitaire des Saints-Pères, Equipe Labellisée Ligue Nationale Contre le Cancer, Paris
| | - J M Gornet
- AGEO (Association des Gastroentérologues Oncologues), Paris; Department of Gastroenterology, Hôpital Saint-Louis, Paris
| | - P Artru
- AGEO (Association des Gastroentérologues Oncologues), Paris; Department of Gastroenterology, Hôpital Privé Jean Mermoz, Lyon
| | - S Louafi
- AGEO (Association des Gastroentérologues Oncologues), Paris; Department of Gastroenterology, Centre Hospitalier Sud Francilien, Corbeil-Essonnes; Department of Gastroenterology, Groupe Hospitalier Nord Essonne, Longjumeau
| | - F Bonnetain
- Department of Methodology and Quality of Life in Oncology, INSERM UMR 1098, Hôpital Universitaire de Besancon, Besancon
| | - A Thirot-Bidault
- AGEO (Association des Gastroentérologues Oncologues), Paris; Department of Gastroenterology, Hôpital Kremlin Bicêtre, Le Kremlin-Bicêtre
| | - I Baumgaertner
- AGEO (Association des Gastroentérologues Oncologues), Paris; Department of Oncology, Hôpital Henri Mondor, Créteil
| | - R Coriat
- AGEO (Association des Gastroentérologues Oncologues), Paris; Department of Gastroenterology, Hôpital Cochin, Paris
| | - D Tougeron
- AGEO (Association des Gastroentérologues Oncologues), Paris; Depatment of Gastroenterology, Centre Hospitalo-Universitaire de Poitiers, Poitiers
| | - T Lecomte
- AGEO (Association des Gastroentérologues Oncologues), Paris; Department of Gastroenterology, Centre Hospitalo-Universitaire de Tours, Tours
| | - F Mary
- AGEO (Association des Gastroentérologues Oncologues), Paris; Department of Gastroenterology, Hôpital Avicenne, Bobigny
| | - T Aparicio
- AGEO (Association des Gastroentérologues Oncologues), Paris; Department of Gastroenterology, Hôpital Saint-Louis, Paris; Department of Gastroenterology, Hôpital Avicenne, Bobigny
| | - L Marthey
- AGEO (Association des Gastroentérologues Oncologues), Paris; Depatment of Gastroenterology, Hôpital Antoine Béclère, Clamart
| | - V Taly
- Université Sorbonne Paris Cité, INSERM UMR-S1147 MEPPOT, CNRS SNC5014, Centre Universitaire des Saints-Pères, Equipe Labellisée Ligue Nationale Contre le Cancer, Paris
| | - H Blons
- Université Sorbonne Paris Cité, INSERM UMR-S1147 MEPPOT, CNRS SNC5014, Centre Universitaire des Saints-Pères, Equipe Labellisée Ligue Nationale Contre le Cancer, Paris; Department of Biochemistry, Hôpital Européen Georges Pompidou, Paris, France
| | - D Vernerey
- Department of Methodology and Quality of Life in Oncology, INSERM UMR 1098, Hôpital Universitaire de Besancon, Besancon
| | - P Laurent-Puig
- Université Sorbonne Paris Cité, INSERM UMR-S1147 MEPPOT, CNRS SNC5014, Centre Universitaire des Saints-Pères, Equipe Labellisée Ligue Nationale Contre le Cancer, Paris.
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Vitiello PP, De Falco V, Giunta EF, Ciardiello D, Cardone C, Vitale P, Zanaletti N, Borrelli C, Poliero L, Terminiello M, Arrichiello G, Caputo V, Famiglietti V, Mattera Iacono V, Marrone F, Di Liello A, Martini G, Napolitano S, Caraglia M, Lombardi A, Franco R, De Vita F, Morgillo F, Troiani T, Ciardiello F, Martinelli E. Clinical Practice Use of Liquid Biopsy to Identify RAS/BRAF Mutations in Patients with Metastatic Colorectal Cancer (mCRC): A Single Institution Experience. Cancers (Basel) 2019; 11:E1504. [PMID: 31597339 PMCID: PMC6827157 DOI: 10.3390/cancers11101504] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Revised: 09/21/2019] [Accepted: 10/02/2019] [Indexed: 12/15/2022] Open
Abstract
Tumor heterogeneity represents a possible cause of error in detecting predictive genetic alterations on tumor tissue and can be overcome by testing alterations in circulating tumor DNA (ctDNA) using liquid biopsy. We assessed 72 consecutive patients with a diagnosis of metastatic colorectal cancer (mCRC) using Idylla™ Biocartis, a fully automated platform that evaluates the most frequent mutations of KRAS, NRAS and BRAF genes. We correlated the results of liquid biopsy and standard tissue-based next generation sequencing (NGS) analyses to patient clinical features. The overall agreement was 81.94%. Concordance was 85.71% and 96.15% in treatment-naïve patients and in the patient subgroup with liver metastases, respectively. In liver metastases positive, treatment-naïve patients, sensitivity, specificity and positive predictive value (PPV) were 92.31%, 100% and 100%, respectively. Circulating mutational fraction (CMF) was significantly higher in patients with liver metastases and high carcinoembryonic antigen (CEA) levels. In a subgroup of patients pre-treated with anti-Epidermal Growth Factor Receptor (EGFR) agents, emerging KRAS mutations were evidenced in 33% of cases. Testing RAS/BRAF mutations on plasma using the Idylla™ Biocartis platform is feasible and reliable in mCRC patients in clinical practice.
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Affiliation(s)
- Pietro Paolo Vitiello
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Vincenzo De Falco
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Emilio Francesco Giunta
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Davide Ciardiello
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Claudia Cardone
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Pasquale Vitale
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Nicoletta Zanaletti
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Carola Borrelli
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Luca Poliero
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Marinella Terminiello
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Gianluca Arrichiello
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Vincenza Caputo
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Vincenzo Famiglietti
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Valentina Mattera Iacono
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Francesca Marrone
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Alessandra Di Liello
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Giulia Martini
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
- Centro Cellex, Vall D'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain.
| | - Stefania Napolitano
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
- Department of Gastrointestinal Medical Oncology, University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - Michele Caraglia
- Department of Experimental Medicine, Università della Campania "Luigi Vanvitelli", 80138 Napoli, Italy.
| | - Angela Lombardi
- Department of Experimental Medicine, Università della Campania "Luigi Vanvitelli", 80138 Napoli, Italy.
| | - Renato Franco
- Department of Mental and Physical Health and Preventive Medicine, Pathology Unit, Università della Campania "Luigi Vanvitelli", 80138 Napoli, Italy.
| | - Ferdinando De Vita
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Floriana Morgillo
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Teresa Troiani
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
| | - Fortunato Ciardiello
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy
| | - Erika Martinelli
- Department of Precision Medicine, Università della Campania "Luigi Vanvitelli", 80131 Napoli, Italy.
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50
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Montagut C, Tsui DW, Diaz LA. Detection of somatic RAS mutations in circulating tumor DNA from metastatic colorectal cancer patients: are we ready for clinical use? Ann Oncol 2019; 29:1083-1084. [PMID: 29554200 DOI: 10.1093/annonc/mdy091] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Affiliation(s)
- C Montagut
- Department of Medical Oncology and Cancer Research Program, Hospital del Mar-IMIM, Barcelona, Spain; Departments of Medicine, New York, USA.
| | - D W Tsui
- Pathology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - L A Diaz
- Departments of Medicine, New York, USA
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