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Tivey A, Lee RJ, Clipson A, Hill SM, Lorigan P, Rothwell DG, Dive C, Mouliere F. Mining nucleic acid "omics" to boost liquid biopsy in cancer. Cell Rep Med 2024; 5:101736. [PMID: 39293399 PMCID: PMC11525024 DOI: 10.1016/j.xcrm.2024.101736] [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: 04/29/2024] [Revised: 07/22/2024] [Accepted: 08/21/2024] [Indexed: 09/20/2024]
Abstract
Treatments for cancer patients are becoming increasingly complex, and there is a growing desire from clinicians and patients for biomarkers that can account for this complexity to support informed decisions about clinical care. To achieve precision medicine, the new generation of biomarkers must reflect the spatial and temporal heterogeneity of cancer biology both between patients and within an individual patient. Mining the different layers of 'omics in a multi-modal way from a minimally invasive, easily repeatable, liquid biopsy has increasing potential in a range of clinical applications, and for improving our understanding of treatment response and resistance. Here, we detail the recent developments and methods allowing exploration of genomic, epigenomic, transcriptomic, and fragmentomic layers of 'omics from liquid biopsy, and their integration in a range of applications. We also consider the specific challenges that are posed by the clinical implementation of multi-omic liquid biopsies.
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Affiliation(s)
- Ann Tivey
- Cancer Research UK National Biomarker Centre, University of Manchester, Manchester, UK; Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Rebecca J Lee
- Cancer Research UK National Biomarker Centre, University of Manchester, Manchester, UK; Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Alexandra Clipson
- Cancer Research UK National Biomarker Centre, University of Manchester, Manchester, UK
| | - Steven M Hill
- Cancer Research UK National Biomarker Centre, University of Manchester, Manchester, UK
| | - Paul Lorigan
- Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Dominic G Rothwell
- Cancer Research UK National Biomarker Centre, University of Manchester, Manchester, UK
| | - Caroline Dive
- Cancer Research UK National Biomarker Centre, University of Manchester, Manchester, UK
| | - Florent Mouliere
- Cancer Research UK National Biomarker Centre, University of Manchester, Manchester, UK.
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2
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Ge Y, Ma S, Zhou Q, Xiong Z, Wang Y, Li L, Chao Z, Zhang J, Li T, Wu Z, Gao Y, Qu G, Xi Z, Liu B, Wu X, Wang Z. Oncogene goosecoid is transcriptionally regulated by E2F1 and correlates with disease progression in prostate cancer. Chin Med J (Engl) 2024; 137:1844-1856. [PMID: 37997674 DOI: 10.1097/cm9.0000000000002865] [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: 06/26/2023] [Indexed: 11/25/2023] Open
Abstract
BACKGROUND Although some well-established oncogenes are involved in cancer initiation and progression such as prostate cancer (PCa), the long tail of cancer genes remains to be defined. Goosecoid ( GSC ) has been implicated in cancer development. However, the comprehensive biological role of GSC in pan-cancer, specifically in PCa, remains unexplored. The aim of this study was to investigate the role of GSC in PCa development. METHODS We performed a systematic bioinformatics exploration of GSC using datasets from The Cancer Genome Atlas, Genotype-Tissue Expression, Gene Expression Omnibus, German Cancer Research Center, and our in-house cohorts. First, we evaluated the expression of GSC and its association with patient prognosis, and identified GSC -relevant genetic alterations in cancers. Further, we focused on the clinical characterization and prognostic analysis of GSC in PCa. To understand the transcriptional regulation of GSC by E2F transcription factor 1 ( E2F1 ), we performed chromatin immunoprecipitation quantitative polymerase chain reaction (qPCR). Functional experiments were conducted to validate the effect of GSC on the tumor cellular phenotype and sensitivity to trametinib. RESULTS GSC expression was elevated in various tumors and significantly correlated with patient prognosis. The alterations of GSC contribute to the progression of various tumors especially in PCa. Patients with PCa and high GSC expression exhibited worse progression-free survival and biochemical recurrence outcomes. Further, GSC upregulation in patients with PCa was mostly accompanied with higher Gleason score, advanced tumor stage, lymph node metastasis, and elevated prostate-specific antigen (PSA) levels. Mechanistically, the transcription factor, E2F1 , stimulates GSC by binding to its promoter region. Detailed experiments further demonstrated that GSC acted as an oncogene and influenced the response of PCa cells to trametinib treatment. CONCLUSIONS GSC was highly overexpressed and strongly correlated with patient prognosis in PCa. We found that GSC , regulated by E2F1 , acted as an oncogene and impeded the therapeutic efficacy of trametinib in PCa.
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Affiliation(s)
- Yue Ge
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Sheng Ma
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Qiang Zhou
- Department of Urology, Qinghai University Affiliated Hospital, Qinghai University Medical College, Xining, Qinghai 810001, China
| | - Zezhong Xiong
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Yanan Wang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Le Li
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Zheng Chao
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Junbiao Zhang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Tengfei Li
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Zixi Wu
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Yuan Gao
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Guanyu Qu
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Zirui Xi
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Bo Liu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Xi Wu
- Department of Urology, First Hospital of Laohekou City, Xiangyang, Hubei 441800, China
| | - Zhihua Wang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
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Fischer RA, Ryan I, De La Torre K, Barnett C, Sehgal VS, Levy JB, Luke JJ, Poklepovic AS, Hurlbert MS. US physician perspective on the use of biomarker and ctDNA testing in patients with melanoma. Crit Rev Oncol Hematol 2024; 196:104289. [PMID: 38341119 DOI: 10.1016/j.critrevonc.2024.104289] [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: 08/31/2023] [Revised: 01/29/2024] [Accepted: 02/05/2024] [Indexed: 02/12/2024] Open
Abstract
New treatments have increased survival of patients with melanoma, and methods to monitor patients throughout the disease process are needed. Circulating tumor DNA (ctDNA) is a predictive and prognostic biomarker that may allow routine, real-time monitoring of disease status. We surveyed 44 US physicians to understand their preferences and practice patterns for biomarker and ctDNA testing in their patients with melanoma. Tumor biomarker testing was often ordered in stage IIIA-IV patients. Barriers to biomarker testing include insufficient tissue (60%) and lack of insurance coverage (54%). ctDNA testing was ordered by 16-18% of physicians for stages II-IV. Reasons for not using ctDNA testing included lack of prospective data (41%), ctDNA testing used for research only (18%), and others. Physicians (≥74%) believed that ctDNA assays could help with monitoring and treatment selection throughout the disease process. Physicians consider ctDNA testing potentially valuable for clinical decision-making but cited concerns that should be addressed.
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Affiliation(s)
- Rachel A Fischer
- Melanoma Research Alliance, 730 15th St NW, Washington, DC 20005, USA
| | - Isabel Ryan
- Melanoma Research Alliance, 730 15th St NW, Washington, DC 20005, USA
| | | | - Cody Barnett
- Melanoma Research Alliance, 730 15th St NW, Washington, DC 20005, USA
| | - Viren S Sehgal
- Melanoma Research Alliance, 730 15th St NW, Washington, DC 20005, USA
| | - Joan B Levy
- Melanoma Research Alliance, 730 15th St NW, Washington, DC 20005, USA
| | - Jason J Luke
- Cancer Immunotherapeutics Center, University of Pittsburgh Medical Center, 5150 Centre Avenue, Pittsburgh, PA 15232, USA
| | - Andrew S Poklepovic
- Virginia Commonwealth University Health System Massey Cancer Center, 401 College Street, Richmond, VA 23298-0037, USA
| | - Marc S Hurlbert
- Melanoma Research Alliance, 730 15th St NW, Washington, DC 20005, USA.
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Egger ME, Alexander E, Van Meter T, Kong M, Maung AA, Valdes R, Hall MB, Linder MW. Corresponding ctDNA and tumor burden dynamics in metastatic melanoma patients on systemic treatment. Transl Oncol 2024; 42:101883. [PMID: 38306914 PMCID: PMC10850110 DOI: 10.1016/j.tranon.2024.101883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 12/15/2023] [Accepted: 01/11/2024] [Indexed: 02/04/2024] Open
Abstract
Radiographic imaging is the current standard for monitoring progression of tumor-burden and therapeutic resistance in patients with metastatic melanoma. Plasma circulating tumor DNA (ctDNA) has shown promise as a survelience tool, but longitudinal data on the dynamics between plasma ctDNA concentrations and radiographic imaging is lacking. We evaluated the relationship between longitudinal radiographic measures of tumor burden and ctDNA concentrations in plasma on 30 patients with metastatic melanoma on systemic treatment. In 9 patients with no radiographic evidence of disease over a total of 15 time points, ctDNA concentrations were undetectable. In 21 patients with radiographic tumor burden, ctDNA was detected in 81 % of 58 time points. Plasma ctDNA concentrations demonstrated a modest positive correlation with total tumor burden (TTB) measurements (R2= 0.49, p < 0.001), with the greatest degree of correlation observed under conditions of progressive disease (PD) (R2 = 0.91, p = 0.032). Plasma ctDNA concentrations were significantly greater at times of RECIST v1.1 progression (PD; 22.1 % ± 5.7 %) when compared to samples collected during stable disease (SD; 4.99 % ± 3.0 %) (p = 0.012); this difference was independent of total tumor burden (p = 0.997). Changes in plasma ctDNA showed a strong correlation with changes in TTB (R2= 0.88, p<0.001). These data suggest that measurements of plasma ctDNA during therapy are a better surrogate for responding versus non-responding disease compared to absolute tumor burden.
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Affiliation(s)
- Michael E Egger
- Department of Surgery, Division of Surgical Oncology, University of Louisville School of Medicine, Louisville, KY, USA
| | - Evan Alexander
- Department of Pathology and Laboratory Medicine, University of Louisville School of Medicine, Louisville, KY, USA
| | - Tracy Van Meter
- Department of Radiology, University of Louisville School of Medicine, Louisville, KY, USA
| | - Maiying Kong
- Biostatistics and Bioinformatics Facility, James Graham Brown Cancer Center, Louisville, KY, USA; Department of Bioinformatics and Biostatistics, University of Louisville, Louisville, KY, USA
| | - Aye Aye Maung
- Biostatistics and Bioinformatics Facility, James Graham Brown Cancer Center, Louisville, KY, USA; Department of Bioinformatics and Biostatistics, University of Louisville, Louisville, KY, USA
| | - Roland Valdes
- Department of Pathology and Laboratory Medicine, University of Louisville School of Medicine, Louisville, KY, USA; Department of Biochemistry and Molecular Biology, University of Louisville School of Medicine, Louisville, KY, USA
| | - Melissa Barousse Hall
- UofL Health Brown Cancer Center, Louisville, KY, USA; Department of Medicine, University of Louisville School of Medicine, Louisville, KY, USA
| | - Mark W Linder
- Department of Pathology and Laboratory Medicine, University of Louisville School of Medicine, Louisville, KY, USA; UofL Health Brown Cancer Center, Louisville, KY, USA.
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Scaini MC, Catoni C, Poggiana C, Pigozzo J, Piccin L, Leone K, Scarabello I, Facchinetti A, Menin C, Elefanti L, Pellegrini S, Aleotti V, Vidotto R, Schiavi F, Fabozzi A, Chiarion-Sileni V, Rosato A. A multiparameter liquid biopsy approach allows to track melanoma dynamics and identify early treatment resistance. NPJ Precis Oncol 2024; 8:78. [PMID: 38548846 PMCID: PMC10978909 DOI: 10.1038/s41698-024-00567-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 03/14/2024] [Indexed: 04/01/2024] Open
Abstract
Melanoma heterogeneity is a hurdle in metastatic disease management. Although the advent of targeted therapy has significantly improved patient outcomes, the occurrence of resistance makes monitoring of the tumor genetic landscape mandatory. Liquid biopsy could represent an important biomarker for the real-time tracing of disease evolution. Thus, we aimed to correlate liquid biopsy dynamics with treatment response and progression by devising a multiplatform approach applied to longitudinal melanoma patient monitoring. We conceived an approach that exploits Next Generation Sequencing (NGS) and droplet digital PCR, as well as the FDA-cleared platform CellSearch, to analyze circulating tumor DNA (ctDNA) trend and circulating melanoma cell (CMC) count, together with their customized genetic and copy number variation analysis. The approach was applied to 17 stage IV melanoma patients treated with BRAF/MEK inhibitors, followed for up to 28 months. BRAF mutations were detected in the plasma of 82% of patients. Single nucleotide variants known or suspected to confer resistance were identified in 70% of patients. Moreover, the amount of ctDNA, both at baseline and during response, correlated with the type and duration of the response itself, and the CMC count was confirmed to be a prognostic biomarker. This work provides proof of principle of the power of this approach and paves the way for a validation study aimed at evaluating early ctDNA-guided treatment decisions in stage IV melanoma. The NGS-based molecular profile complemented the analysis of ctDNA trend and, together with CMC analysis, revealed to be useful in capturing tumor evolution.
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Affiliation(s)
- Maria Chiara Scaini
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy.
| | - Cristina Catoni
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy
| | - Cristina Poggiana
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy.
| | - Jacopo Pigozzo
- Medical Oncology 2, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy
| | - Luisa Piccin
- Medical Oncology 2, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy
| | - Kevin Leone
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy
| | - Ilaria Scarabello
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy
| | - Antonella Facchinetti
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy
- Department of Surgery, Oncology and Gastroenterology (DiSCOG), Oncology Section, University of Padua, Padua, Italy
| | - Chiara Menin
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy
| | - Lisa Elefanti
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy
| | - Stefania Pellegrini
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy
| | - Valentina Aleotti
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy
| | - Riccardo Vidotto
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy
| | - Francesca Schiavi
- Familial Cancer Clinic, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy
| | - Alessio Fabozzi
- Oncology Unit 3, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy
| | | | - Antonio Rosato
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology - IOV IRCCS, Padua, Italy
- Department of Surgery, Oncology and Gastroenterology (DiSCOG), Oncology Section, University of Padua, Padua, Italy
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Vermeulen E, Vander Mijnsbrugge AS, Brock S, Vaeyens F, Dirven I, Ciçek A, Marcelis W, Klein S, Bruneau M, Neyns B, Duerinck J. Successful Treatment with Dabrafenib/Trametinib of a Malignantly Transformed and Metastasized BRAF V600E Mutant Pleiomorphic Xanthoastrocytoma: A Case Report and Review of the Literature. Case Rep Oncol 2024; 17:10-16. [PMID: 38179547 PMCID: PMC10764088 DOI: 10.1159/000534731] [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: 07/13/2023] [Accepted: 10/10/2023] [Indexed: 01/06/2024] Open
Abstract
Introduction Pleiomorphic xanthoastrocytoma (PXA) is considered a low-grade glioma with a favorable prognosis following surgical resection. We present a case report of a BRAFV600E mutant malignantly transformed and disseminated PXA that was successfully treated with BRAF-/MEK-targeted therapy (dabrafenib/trametinib). Case Presentation At the age of 16 years, our patient underwent an initial subtotal resection of a right occipital PXA. Six months later, a reintervention for an asymptomatic tumor recurrence was performed and complete resection was achieved. The patient has been followed up by MRI for 14 years without arguments for recurrence but was lost to follow-up thereafter. At 38 years of age, he presented with a symptomatic local recurrence with extra-cerebral soft tissue extension, for which a third surgical resection was performed. Anatomopathological examination reported a grade 3 anaplastic PXA (aPXA); molecular analysis detected a BRAFV600E mutation. Three months later, before the initiation of radiotherapy, a local tumor recurrence was diagnosed, for which he underwent a fourth surgical resection. Radiotherapy was performed following the surgical debulking. One month after completion of radiotherapy, disease progression was documented including multiple sites of extracranial metastases (skeletal, lung, cervical lymph node, and subcutaneous metastases). Systemic treatment with a combination of BRAF-/MEK-inhibitors (dabrafenib/trametinib) was initiated and resulted in a rapid and deep tumor response (partial response according to RECISTv1.1) and absence of BRAFV600E mutant ctDNA in plasma at 6 weeks after treatment initiation. A near-complete metabolic remission was documented on [18F]FDG-PET/CT 3 months after starting systemic therapy. Conclusion We present a rare case of malignant transformation and systemic dissemination of a BRAFV600E mutant PXA, occurring 20 years after the initial diagnosis. This case highlights the importance of long-term follow-up of patients diagnosed with these rare central nervous system tumors that initially are considered benign and also illustrates that BRAF/MEK inhibition can be an effective therapy for BRAFV600E mutated PXA, underscoring the importance of performing molecular genetic profiling of these tumors.
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Affiliation(s)
- Elle Vermeulen
- Department of Neurosurgery, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
| | - An-Sofie Vander Mijnsbrugge
- Department of Medical Oncology, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
| | - Stefanie Brock
- Department of Pathology, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
| | - Freya Vaeyens
- Department of Medical Genetics, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
| | - Iris Dirven
- Department of Medical Oncology, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
| | - Abdulhamid Ciçek
- Department of Neurosurgery, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
| | - William Marcelis
- Department of Neurosurgery, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
| | - Samuel Klein
- Department of Neurosurgery, Jessa Hospital, Hasselt, Belgium
| | - Michaël Bruneau
- Department of Neurosurgery, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
| | - Bart Neyns
- Department of Medical Oncology, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
| | - Johnny Duerinck
- Department of Neurosurgery, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
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Spiliopoulou P, Holanda Lopes CD, Spreafico A. Promising and Minimally Invasive Biomarkers: Targeting Melanoma. Cells 2023; 13:19. [PMID: 38201222 PMCID: PMC10777980 DOI: 10.3390/cells13010019] [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: 11/06/2023] [Revised: 11/29/2023] [Accepted: 12/17/2023] [Indexed: 01/12/2024] Open
Abstract
The therapeutic landscape of malignant melanoma has been radically reformed in recent years, with novel treatments emerging in both the field of cancer immunotherapy and signalling pathway inhibition. Large-scale tumour genomic characterization has accurately classified malignant melanoma into four different genomic subtypes so far. Despite this, only somatic mutations in BRAF oncogene, as assessed in tumour biopsies, has so far become a validated predictive biomarker of treatment with small molecule inhibitors. The biology of tumour evolution and heterogeneity has uncovered the current limitations associated with decoding genomic drivers based only on a single-site tumour biopsy. There is an urgent need to develop minimally invasive biomarkers that accurately reflect the real-time evolution of melanoma and that allow for streamlined collection, analysis, and interpretation. These will enable us to face challenges with tumour tissue attainment and process and will fulfil the vision of utilizing "liquid biopsy" to guide clinical decisions, in a manner akin to how it is used in the management of haematological malignancies. In this review, we will summarize the most recent published evidence on the role of minimally invasive biomarkers in melanoma, commenting on their future potential to lead to practice-changing discoveries.
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Affiliation(s)
- Pavlina Spiliopoulou
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2C1, Canada;
- School of Cancer Sciences, University of Glasgow, Glasgow G61 1BD, UK
| | | | - Anna Spreafico
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2C1, Canada;
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8
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Li C, Shao J, Li P, Feng J, Li J, Wang C. Circulating tumor DNA as liquid biopsy in lung cancer: Biological characteristics and clinical integration. Cancer Lett 2023; 577:216365. [PMID: 37634743 DOI: 10.1016/j.canlet.2023.216365] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 08/22/2023] [Accepted: 08/23/2023] [Indexed: 08/29/2023]
Abstract
Lung cancer maintains high morbidity and mortality rate globally despite significant advancements in diagnosis and treatment in the era of precision medicine. Pathological analysis of tumor tissue, the current gold standard for lung cancer diagnosis, is intrusive and intrinsically confined to evaluating the limited amount of tissues that could be physically extracted. However, tissue biopsy has several limitations, including the invasiveness of the procedure and difficulty in obtaining samples for patients at advanced stages., there Additionally,has been no major breakthrough in tumor biomarkers with high specificity and sensitivity, particularly for early-stage lung cancer. Liquid biopsy has been considered a feasible auxiliary tool for tearly dianosis, evaluating treatment responses and monitoring prognosis of lung cancer. Circulating tumor DNA (ctDNA), an ideal biomarker of liquid biopsy, has emerged as one of the most reliable tools for monitoring tumor processes at molecular levels. Herein, this review focuses on tumor heterogeneity to elucidate the superiority of liquid biopsy and retrospectively discussdeciphersolution. We systematically elaborate ctDNA biological characteristics, introduce methods for ctDNA detection, and discuss the current role of plasma ctDNA in lung cancer management. Finally, we summarize the drawbacks of ctDNA analysis and highlight its potential clinical application in lung cancer.
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Affiliation(s)
- Changshu Li
- Department of Pulmonary and Critical Care Medicine, Med-X Center for Manufacturing, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Respiratory Health and Multimorbidity, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Jun Shao
- Department of Pulmonary and Critical Care Medicine, Med-X Center for Manufacturing, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Respiratory Health and Multimorbidity, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Peiyi Li
- Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
| | - Jiaming Feng
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Jingwei Li
- Department of Pulmonary and Critical Care Medicine, Med-X Center for Manufacturing, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Respiratory Health and Multimorbidity, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Chengdi Wang
- Department of Pulmonary and Critical Care Medicine, Med-X Center for Manufacturing, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Respiratory Health and Multimorbidity, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China.
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9
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Castellani G, Buccarelli M, Arasi MB, Rossi S, Pisanu ME, Bellenghi M, Lintas C, Tabolacci C. BRAF Mutations in Melanoma: Biological Aspects, Therapeutic Implications, and Circulating Biomarkers. Cancers (Basel) 2023; 15:4026. [PMID: 37627054 PMCID: PMC10452867 DOI: 10.3390/cancers15164026] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 08/03/2023] [Accepted: 08/07/2023] [Indexed: 08/27/2023] Open
Abstract
Melanoma is an aggressive form of skin cancer resulting from the malignant transformation of melanocytes. Recent therapeutic approaches, including targeted therapy and immunotherapy, have improved the prognosis and outcome of melanoma patients. BRAF is one of the most frequently mutated oncogenes recognised in melanoma. The most frequent oncogenic BRAF mutations consist of a single point mutation at codon 600 (mostly V600E) that leads to constitutive activation of the BRAF/MEK/ERK (MAPK) signalling pathway. Therefore, mutated BRAF has become a useful target for molecular therapy and the use of BRAF kinase inhibitors has shown promising results. However, several resistance mechanisms invariably develop leading to therapeutic failure. The aim of this manuscript is to review the role of BRAF mutational status in the pathogenesis of melanoma and its impact on differentiation and inflammation. Moreover, this review focuses on the mechanisms responsible for resistance to targeted therapies in BRAF-mutated melanoma and provides an overview of circulating biomarkers including circulating tumour cells, circulating tumour DNA, and non-coding RNAs.
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Affiliation(s)
- Giorgia Castellani
- Department of Oncology and Molecular Medicine, Istituto Superiore di Sanità, 00161 Rome, Italy; (G.C.); (M.B.); (M.B.A.); (S.R.)
| | - Mariachiara Buccarelli
- Department of Oncology and Molecular Medicine, Istituto Superiore di Sanità, 00161 Rome, Italy; (G.C.); (M.B.); (M.B.A.); (S.R.)
| | - Maria Beatrice Arasi
- Department of Oncology and Molecular Medicine, Istituto Superiore di Sanità, 00161 Rome, Italy; (G.C.); (M.B.); (M.B.A.); (S.R.)
| | - Stefania Rossi
- Department of Oncology and Molecular Medicine, Istituto Superiore di Sanità, 00161 Rome, Italy; (G.C.); (M.B.); (M.B.A.); (S.R.)
| | - Maria Elena Pisanu
- High Resolution NMR Unit, Core Facilities, Istituto Superiore di Sanità, 00161 Rome, Italy;
| | - Maria Bellenghi
- Center for Gender-Specific Medicine, Istituto Superiore di Sanità, 00161 Rome, Italy;
| | - Carla Lintas
- Research Unit of Medical Genetics, Department of Medicine, Università Campus Bio-Medico di Roma, 00128 Rome, Italy;
- Operative Research Unit of Medical Genetics, Fondazione Policlinico Universitario Campus Bio-Medico, 00128 Rome, Italy
| | - Claudio Tabolacci
- Department of Oncology and Molecular Medicine, Istituto Superiore di Sanità, 00161 Rome, Italy; (G.C.); (M.B.); (M.B.A.); (S.R.)
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10
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Fitzgerald S, Blenkiron C, Stephens R, Mathy JA, Somers-Edgar T, Rolfe G, Martin R, Jackson C, Eccles M, Robb T, Rodger E, Lawrence B, Guilford P, Lasham A, Print CG. Dynamic ctDNA Mutational Complexity in Patients with Melanoma Receiving Immunotherapy. Mol Diagn Ther 2023; 27:537-550. [PMID: 37099071 PMCID: PMC10131510 DOI: 10.1007/s40291-023-00651-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/04/2023] [Indexed: 04/27/2023]
Abstract
BACKGROUND Circulating tumour DNA (ctDNA) analysis promises to improve the clinical care of people with cancer, address health inequities and guide translational research. This observational cohort study used ctDNA to follow 29 patients with advanced-stage cutaneous melanoma through multiple cycles of immunotherapy. METHOD A melanoma-specific ctDNA next-generation sequencing (NGS) panel, droplet digital polymerase chain reaction (ddPCR) and mass spectrometry analysis were used to identify ctDNA mutations in longitudinal blood plasma samples from Aotearoa New Zealand (NZ) patients receiving immunotherapy for melanoma. These technologies were used in conjunction to identify the breadth and complexity of tumour genomic information that ctDNA analysis can reliably report. RESULTS During the course of immunotherapy treatment, a high level of dynamic mutational complexity was identified in blood plasma, including multiple BRAF mutations in the same patient, clinically relevant BRAF mutations emerging through therapy and co-occurring sub-clonal BRAF and NRAS mutations. The technical validity of this ctDNA analysis was supported by high sample analysis-reanalysis concordance, as well as concordance between different ctDNA measurement technologies. In addition, we observed > 90% concordance in the detection of ctDNA when using cell-stabilising collection tubes followed by 7-day delayed processing, compared with standard EDTA blood collection protocols with rapid processing. We also found that the undetectability of ctDNA at a proportion of treatment cycles was associated with durable clinical benefit (DCB). CONCLUSION We found that multiple ctDNA processing and analysis methods consistently identified complex longitudinal patterns of clinically relevant mutations, adding support for expanded clinical trials of this technology in a variety of oncology settings.
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Affiliation(s)
- Sandra Fitzgerald
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand
- Maurice Wilkins Centre, Auckland, New Zealand
| | - Cherie Blenkiron
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand
- Maurice Wilkins Centre, Auckland, New Zealand
| | - Rosalie Stephens
- Cancer and Blood Service, Te Whatu Ora Te Toka Tumai (previously Auckland City Hospital), Auckland, New Zealand
| | - Jon A Mathy
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand
- Te Whatu Ora Counties Manukau Health, Auckland, New Zealand
| | - Tiffany Somers-Edgar
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand
- Te Whatu Ora Counties Manukau Health, Auckland, New Zealand
| | | | - Richard Martin
- Te Whatu Ora Wāitemata (previously Waitemata District Health Board, New Zealand), Auckland, New Zealand
| | - Christopher Jackson
- Te Whatu Ora Southern (previously Southern District Health Board, New Zealand), Dunedin, New Zealand
| | - Michael Eccles
- Maurice Wilkins Centre, Auckland, New Zealand
- University of Otago, Dunedin, New Zealand
| | - Tamsin Robb
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand
- Maurice Wilkins Centre, Auckland, New Zealand
| | - Euan Rodger
- Maurice Wilkins Centre, Auckland, New Zealand
- University of Otago, Dunedin, New Zealand
| | - Ben Lawrence
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand
- Maurice Wilkins Centre, Auckland, New Zealand
- Cancer and Blood Service, Te Whatu Ora Te Toka Tumai (previously Auckland City Hospital), Auckland, New Zealand
| | | | - Annette Lasham
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand
- Maurice Wilkins Centre, Auckland, New Zealand
| | - Cristin G Print
- Waipapa Taumata Rau, University of Auckland, Auckland, New Zealand.
- Maurice Wilkins Centre, Auckland, New Zealand.
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11
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Utility of ctDNA Liquid Biopsies from Cancer Patients: An Institutional Study of 285 ctDNA Samples. Cancers (Basel) 2022; 14:cancers14235859. [PMID: 36497340 PMCID: PMC9739663 DOI: 10.3390/cancers14235859] [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: 11/16/2022] [Accepted: 11/22/2022] [Indexed: 11/30/2022] Open
Abstract
Liquid biopsy has improved significantly over the last decade and is attracting attention as a tool that can complement tissue biopsy to evaluate the genetic landscape of solid tumors. In the present study, we evaluated the usefulness of liquid biopsy in daily oncology practice in different clinical contexts. We studied ctDNA and tissue biopsy to investigate EGFR, KRAS, NRAS, and BRAF mutations from 199 cancer patients between January 2016 and March 2021. The study included 114 male and 85 female patients with a median age of 68 years. A total of 122 cases were lung carcinoma, 53 were colorectal carcinoma, and 24 were melanoma. Liquid biopsy was positive for a potentially druggable driver mutation in 14 lung and colorectal carcinoma where tissue biopsy was not performed, and in two (3%) lung carcinoma patients whose tissue biopsy was negative. Liquid biopsy identified nine (45%) de novo EGFR-T790M mutations during TKI-treatment follow-up in lung carcinoma. BRAF-V600 mutation resurgence was detected in three (12.5%) melanoma patients during follow-up. Our results confirm the value of liquid biopsy in routine clinical oncologic practice for targeted therapy, diagnosis of resistance to treatment, and cancer follow-up.
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12
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Zografos E, Dimitrakopoulos FI, Koutras A. Prognostic Value of Circulating Tumor DNA (ctDNA) in Oncogene-Driven NSCLC: Current Knowledge and Future Perspectives. Cancers (Basel) 2022; 14:4954. [PMID: 36230877 PMCID: PMC9563444 DOI: 10.3390/cancers14194954] [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: 09/17/2022] [Revised: 10/03/2022] [Accepted: 10/05/2022] [Indexed: 11/16/2022] Open
Abstract
As we enter an unprecedented era of personalized medicine, molecular targeted therapies have the potential to induce improved survival outcome in patients with non-small cell lung cancer (NSCLC). However, a significant percentage of oncogene-driven NSCLC patients will relapse even after definitive treatment, whereas chronic and durable response to targeted therapies is a less common event in advanced-stage lung cancer. This phenomenon could be attributed to minimal residual disease (MRD), defined as a population of disseminated tumor cells that survive during the course or after treatment, eventually leading to recurrence and limiting patient survival. Circulating tumor DNA (ctDNA) is a powerful biomarker for MRD detection and monitoring and is a non-invasive approach of treating cancer, and especially NSCLC, based on a real-time assessment of the tumor genomic landscape. In this review, we present the key findings of studies that have used ctDNA with regard to its prognostic value and in respect to the most common druggable driver mutations of genes in NSCLC, such as epidermal growth factor receptor (EGFR), anaplastic lymphoma kinase (ALK), c-ros oncogene 1 (ROS1), rearranged during transfection (RET), Kirsten rat sarcoma virus (KRAS), B-Raf proto-oncogene (BRAF), and mesenchymal epithelial transition factor receptor (MET).
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Affiliation(s)
- Eleni Zografos
- Division of Oncology, University Hospital of Patras, University of Patras, 26504 Patras, Greece
- Molecular Oncology Laboratory, Division of Oncology, Department of Medicine, University of Patras, 26504 Patras, Greece
| | - Foteinos-Ioannis Dimitrakopoulos
- Division of Oncology, University Hospital of Patras, University of Patras, 26504 Patras, Greece
- Molecular Oncology Laboratory, Division of Oncology, Department of Medicine, University of Patras, 26504 Patras, Greece
| | - Angelos Koutras
- Division of Oncology, University Hospital of Patras, University of Patras, 26504 Patras, Greece
- Molecular Oncology Laboratory, Division of Oncology, Department of Medicine, University of Patras, 26504 Patras, Greece
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13
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The Prognostic Value of a Single, Randomly Timed Circulating Tumor DNA Measurement in Patients with Metastatic Melanoma. Cancers (Basel) 2022; 14:cancers14174158. [PMID: 36077695 PMCID: PMC9455041 DOI: 10.3390/cancers14174158] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 08/22/2022] [Accepted: 08/23/2022] [Indexed: 11/26/2022] Open
Abstract
Simple Summary In this study, we investigated the associations of circulating tumor DNA (ctDNA), measured at a random time point during the patient’s treatment, with tumor progression and routine blood markers (protein S100, lactate dehydrogenase (LDH), and C-reactive protein (CRP)) in a cohort of patients with metastatic melanoma. Detectable ctDNA was associated with the presence of extracerebral disease, tumor progression, and poorer overall survival (OS). Elevated S100 and CRP was correlated with detectable ctDNA, whereas LDH was not. Our results further support the use of ctDNA in the clinical management of patients with metastatic melanoma. Abstract Melanoma currently lacks validated blood-based biomarkers for monitoring and predicting treatment efficacy. Circulating tumor DNA (ctDNA), originating from tumor cells and detectable in plasma, has emerged as a possible biomarker in patients with metastatic melanoma. In this retrospective, single-center study, we collected 129 plasma samples from 79 patients with stage IIIB–IV melanoma as determined by the American Joint Committee on Cancer (AJCC, 8th edition). For the determination of ctDNA levels, we used eight different assays of droplet digital polymerase chain reaction (ddPCR) to detect the most common hotspot mutations in the BRAF and NRAS genes. The aim of the study was to investigate the association of the detectability of ctDNA at a non-prespecified time point in a patient’s treatment with tumor progression, and to correlate ctDNA with commonly used biomarkers (protein S100, LDH, and CRP). Patients with detectable ctDNA progressed more frequently in PET-CT within 12 months than those without detectable ctDNA. Detectability of ctDNA was associated with shorter OS in univariate and multivariate analyses. ctDNA was detectable in a statistically significantly larger proportion of patients with distant metastases (79%) than in patients with no distant metastases or only intracranial metastases (32%). Elevated protein S100 and CRP correlated better with detectable ctDNA than LDH. This study supports the potential of ctDNA as a prognostic biomarker in patients with metastatic melanoma. However, additional prospective longitudinal studies with quantitative assessments of ctDNA are necessary to investigate the limitations and strengths of ctDNA as a biomarker.
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14
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Awada G, Schwarze JK, Tijtgat J, Fasolino G, Kruse V, Neyns B. A lead-in safety study followed by a phase 2 clinical trial of dabrafenib, trametinib and hydroxychloroquine in advanced BRAFV600 mutant melanoma patients previously treated with BRAF-/MEK-inhibitors and immune checkpoint inhibitors. Melanoma Res 2022; 32:183-191. [PMID: 35377866 DOI: 10.1097/cmr.0000000000000821] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Patients with advanced BRAFV600 mutant melanoma who progressed on prior treatment with BRAF-/MEK-inhibitors and programmed cell death 1 or cytotoxic T-lymphocyte-associated antigen 4 immune checkpoint inhibitors can benefit from retreatment with the combination of a BRAF- and a MEK-inhibitor ('rechallenge'). Hydroxychloroquine can prevent autophagy-driven resistance and improve the efficacy of BRAF-/MEK-inhibitors in preclinical melanoma models. This clinical trial investigated the use of combined BRAF-/MEK-inhibition with dabrafenib and trametinib plus hydroxychloroquine in patients with advanced BRAFV600 mutant melanoma who previously progressed on prior treatment with BRAF-/MEK-inhibitors and immune checkpoint inhibitors. Following a safety lead-in phase, patients were randomized in the phase 2 part of the trial between upfront treatment with dabrafenib, trametinib and hydroxychloroquine (experimental arm), or dabrafenib and trametinib, with the possibility to add-on hydroxychloroquine at the time of documented tumor progression (contemporary control arm). Ten and four patients were recruited to the experimental and contemporary control arm, respectively. The objective response rate was 20.0% and the disease control rate was 50.0% in the experimental arm, whereas no responses were observed before or after adding hydroxychloroquine in the contemporary control arm. No new safety signals were observed for dabrafenib and trametinib. Hydroxychloroquine was suspected of causing an anxiety/psychotic disorder in one patient. Based on an early negative evaluation of the risk/benefit ratio for adding hydroxychloroquine to dabrafenib and trametinib when 'rechallenging' BRAFV600mutant melanoma patients, recruitment to the trial was closed prematurely.
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Affiliation(s)
| | | | | | - Giuseppe Fasolino
- Ophthalmology, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels
| | - Vibeke Kruse
- Department of Medical Oncology, Universitair Ziekenhuis Gent, Ghent
- Department of Medical Oncology, AZ Nikolaas, Sint-Niklaas (current affiliation)
- Ghent University, Ghent (current affiliation)
- University of Antwerp, Antwerp, Belgium (current affiliation)
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15
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Elzehery R, Effat N, El Farahaty R, Elsayed Farag R, Abo-Hashem EM, Elhelaly R. Circulating Cell-Free DNA and DNA Integrity as Molecular Diagnostic Tools in Hepatocellular Carcinoma. Am J Clin Pathol 2022; 158:254-262. [PMID: 35403666 DOI: 10.1093/ajcp/aqac037] [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: 12/26/2021] [Accepted: 03/02/2022] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVES We assessed the ability to use circulating cell-free DNA (cfDNA) and the DNA integrity index (DNAII) to detect the transition from liver cirrhosis (LC) to hepatocellular carcinoma (HCC). METHODS Circulating cfDNA and DNAII were measured in 50 patients with advanced LC and 50 patients with HCC who were followed for 1 month after transarterial chemoembolization (TACE). Fifty healthy participants served as a control group. Real-time quantitative polymerase chain reaction (PCR) was used to measure circulating cfDNA concentration, and Alu-PCR was used to measure the concentration of Alu repeats, both short fragments (115 base pairs [bp]) and long fragments (247 bp). We compared liquid biopsy results with the relevant traditional markers. RESULTS The HCC group showed significantly higher circulating cfDNA concentrations and DNAII values compared with the LC and control groups. No significant differences were found in circulating cfDNA concentrations and DNAII values between the LC and control groups. Circulating cfDNA concentrations decreased significantly after treatment (TACE); areas under the curve of circulating cfDNA concentration and DNAII values were significantly better than those of ɑ-fetoprotein and vascular endothelial growth factor in discriminating between LC and HCC. CONCLUSIONS The combined use of DNAII with proteins induced by vitamin K absence or antagonist showed better diagnostic performance in HCC. Circulating cfDNA could have a potential role in monitoring HCC treatment.
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Affiliation(s)
| | - Narmin Effat
- Department of Clinical Pathology, Mansoura, Egypt
| | | | - Raghda Elsayed Farag
- Department of Tropical Medicine, Faculty of Medicine, Mansoura University, Mansoura, Egypt
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16
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Promising Blood-Based Biomarkers for Melanoma: Recent Progress of Liquid Biopsy and Its Future Perspectives. Curr Treat Options Oncol 2022; 23:562-577. [PMID: 35298769 DOI: 10.1007/s11864-022-00948-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/16/2021] [Indexed: 12/11/2022]
Abstract
OPINION STATEMENT Because the recent success of novel therapeutic approaches has dramatically changed the clinical management of melanoma, less invasive and repeatable monitoring tools that can predict the disease status, drug resistance, and the development of side effects are increasingly needed. As liquid biopsy has enabled us to diagnose and monitor disease status less invasively, substantial attention has been directed toward this technique, which is gaining importance as a diagnostic and/or prognostic tool. It is evident that microRNA, cell-free DNA, and circulating tumor cells obtained via liquid biopsy are promising diagnostic and prognostic tools for melanoma, and they also have utility for monitoring the disease status and predicting drug effects. Although current challenges exist for each biomarker, such as poor sensitivity and/or specificity and technical problems, recent technical advances have increasingly improved these aspects. For example, next-generation sequencing technology for detecting microRNAs or cell-free DNA enabled high-throughput analysis and provided significantly higher sensitivity. In particular, cancer personalized profiling by deep sequencing for quantifying cell-free DNA is a promising method for high-throughput analysis that provides real-time comprehensive data for patients at various disease stages. For wide clinical implementation, it is necessary to increase the sensitivity for the markers and standardize the assay procedures to make them reproducible, valid, and inexpensive; however, the broad clinical application of liquid biopsy could occur quickly. This review focuses on the significance of liquid biopsy, particularly related to the use of blood samples from patients with melanoma, and discusses its future perspectives.
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17
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Tivey A, Britton F, Scott JA, Rothwell D, Lorigan P, Lee R. Circulating Tumour DNA in Melanoma-Clinic Ready? Curr Oncol Rep 2022; 24:363-373. [PMID: 35133615 PMCID: PMC8885536 DOI: 10.1007/s11912-021-01151-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/04/2021] [Indexed: 01/05/2023]
Abstract
PURPOSE OF REVIEW Liquid biopsies, including circulating tumour DNA (ctDNA), can inform a variety of clinical questions. This review examines the potential role of ctDNA as a clinical tool to inform clinical decision-making from early to late stage cutaneous melanoma. RECENT FINDINGS In pre-clinical studies, ctDNA has been shown to detect minimal residual disease and molecular relapse; predict and monitor response to therapy; and identify key resistance mechanisms. Here, we examine the potential utility of ctDNA and discuss its limitations for use in patients with melanoma. We present novel clinical trials, which are testing its value as a tool to augment clinical decision-making. Finally, we discuss the steps that are needed to ensure that ctDNA is used optimally in order to improve outcomes for patients with melanoma. Preclinical studies have shown that ctDNA has huge potential to provide real-time information about disease status in patients with melanoma. It is now time to test it rigorously within clinical trials to assess how it can be optimally used to benefit patients in the clinic.
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Affiliation(s)
- Ann Tivey
- The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK
- Division of Cancer Sciences, The University of Manchester, Oxford Road, Manchester, M13 9PL, UK
| | - Fiona Britton
- The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK
| | - Julie-Ann Scott
- The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK
| | - Dominic Rothwell
- Division of Cancer Sciences, The University of Manchester, Oxford Road, Manchester, M13 9PL, UK
- Nucleic Acids Biomarker Team, Cancer Research UK Manchester Institute, Cancer Biomarker Centre, The University of Manchester, Alderley Park, SK10 4TG, UK
| | - Paul Lorigan
- The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK
- Division of Cancer Sciences, The University of Manchester, Oxford Road, Manchester, M13 9PL, UK
| | - Rebecca Lee
- The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK.
- Division of Cancer Sciences, The University of Manchester, Oxford Road, Manchester, M13 9PL, UK.
- Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK.
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18
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Marsavela G, McEvoy AC, Pereira MR, Reid AL, Al-Ogaili Z, Warburton L, Khattak MA, Abed A, Meniawy TM, Millward M, Ziman MR, Calapre L, Gray ES. Detection of clinical progression through plasma ctDNA in metastatic melanoma patients: a comparison to radiological progression. Br J Cancer 2022; 126:401-408. [PMID: 34373567 PMCID: PMC8810871 DOI: 10.1038/s41416-021-01507-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 06/28/2021] [Accepted: 07/20/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The validity of circulating tumour DNA (ctDNA) as an indicator of disease progression compared to medical imaging in patients with metastatic melanoma requires detailed evaluation. METHODS Here, we carried out a retrospective ctDNA analysis of 108 plasma samples collected at the time of disease progression. We also analysed a validation cohort of 66 metastatic melanoma patients monitored prospectively after response to systemic therapy. RESULTS ctDNA was detected in 62% of patients at the time of disease progression. For 67 patients that responded to treatment, the mean ctDNA level at progressive disease was significantly higher than at the time of response (P < 0.0001). However, only 30 of these 67 (45%) patients had a statistically significant increase in ctDNA by Poisson test. A validation cohort of 66 metastatic melanoma patients monitored prospectively indicated a 56% detection rate of ctDNA at progression, with only two cases showing increased ctDNA prior to radiological progression. Finally, a correlation between ctDNA levels and metabolic tumour burden was only observed in treatment naïve patients but not at the time of progression in a subgroup of patients failing BRAF inhibition (N = 15). CONCLUSIONS These results highlight the low efficacy of ctDNA to detect disease progression in melanoma when compared mainly to standard positron emission tomography imaging.
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Affiliation(s)
- Gabriela Marsavela
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
- Centre for Precision Health, Edith Cowan University, Joondalup, WA, Australia
| | - Ashleigh C McEvoy
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
| | - Michelle R Pereira
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
| | - Anna L Reid
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
- Centre for Precision Health, Edith Cowan University, Joondalup, WA, Australia
| | - Zeyad Al-Ogaili
- Department of Molecular Imaging and Therapy Service, Fiona Stanley Hospital, Murdoch, WA, Australia
| | - Lydia Warburton
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
- Centre for Precision Health, Edith Cowan University, Joondalup, WA, Australia
- Department of Medical Oncology, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
| | - Muhammad A Khattak
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
- School of Medicine, University of Western Australia, Crawley, WA, Australia
- Department of Medical Oncology, Fiona Stanley Hospital, Murdoch, WA, Australia
| | - Afaf Abed
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
- Centre for Precision Health, Edith Cowan University, Joondalup, WA, Australia
| | - Tarek M Meniawy
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
- Department of Medical Oncology, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
- School of Medicine, University of Western Australia, Crawley, WA, Australia
| | - Michael Millward
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
- Department of Medical Oncology, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
- School of Medicine, University of Western Australia, Crawley, WA, Australia
| | - Melanie R Ziman
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
- School of Biomedical Science, University of Western Australia, Crawley, WA, Australia
| | - Leslie Calapre
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
| | - Elin S Gray
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia.
- Centre for Precision Health, Edith Cowan University, Joondalup, WA, Australia.
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Adams E, Sepich-Poore GD, Miller-Montgomery S, Knight R. Using All Our Genomes: Blood-based Liquid Biopsies for the Early Detection of Cancer. VIEW 2022; 3:20200118. [PMID: 35872970 PMCID: PMC9307139 DOI: 10.1002/viw.20200118] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Accepted: 10/22/2021] [Indexed: 02/02/2023] Open
Abstract
The pursuit of highly sensitive and specific cancer diagnostics based on cell-free (cf) nucleic acids isolated from minimally invasive liquid biopsies has been an area of intense research and commercial effort for at least two decades. Most of these tests detect cancer-specific mutations or epigenetic modifications on circulating DNA derived from tumor cells (ctDNA). Although recent FDA approvals of both single and multi-analyte liquid biopsy companion diagnostic assays are proof of the tremendous progress made in this domain, using ctDNA for the diagnosis of early-stage (stage I/II) cancers remains challenging due to several factors, such as low mutational allele frequency in circulation, overlapping profiles in genomic alterations among diverse cancers, and clonal hematopoiesis. This review discusses these analytical challenges, interim solutions, and the opportunity to complement ctDNA diagnostics with microbiome-aware analyses that may mitigate several existing ctDNA assay limitations.
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Affiliation(s)
| | - Gregory D Sepich-Poore
- Micronoma, Inc., San Diego, CA, USA
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA
| | | | - Rob Knight
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Department of Computer Science and Engineering, University of California San Diego, La Jolla, CA, USA
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
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20
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Janse van Rensburg HJ, Spiliopoulou P, Siu LL. OUP accepted manuscript. Oncologist 2022; 27:352-362. [PMID: 35285488 PMCID: PMC9074993 DOI: 10.1093/oncolo/oyac047] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 01/31/2022] [Indexed: 12/02/2022] Open
Abstract
Circulating biomarkers have emerged as valuable surrogates for evaluating disease states in solid malignancies. Their relative ease of access and rapid turnover has bolstered clinical applications in monitoring treatment efficacy and cancer progression. In this review, the roles of various circulating biomarkers in monitoring treatment response are described. Non-specific markers of disease burden, tumor markers (eg CA 125, CEA, PSA, etc.), circulating tumor cells, nucleic acids, exosomes, and metabolomic arrays are highlighted. Specifically, the discovery of each of these markers is reviewed, with examples illustrating their use in influencing treatment decisions, and barriers to their application noted where these exist. Finally, opportunities for future work using these circulating biomarkers are discussed.
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Affiliation(s)
| | | | - Lillian L Siu
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Corresponding author: Lillian L. Siu, Princess Margaret Cancer Centre, 700 University Avenue, Toronto, ON, Canada M5G 1Z5. Tel: +1 416 946 2911;
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21
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Gracie L, Pan Y, Atenafu EG, Ward DG, Teng M, Pallan L, Stevens NM, Khoja L. Circulating tumour DNA (ctDNA) in metastatic melanoma, a systematic review and meta-analysis. Eur J Cancer 2021; 158:191-207. [PMID: 34757258 DOI: 10.1016/j.ejca.2021.09.019] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 08/31/2021] [Accepted: 09/16/2021] [Indexed: 02/08/2023]
Abstract
INTRODUCTION Circulating tumour DNA (ctDNA) is an emerging biomarker in melanoma. We performed a systematic review and meta-analysis to explore its clinical utility as a prognostic, pharmacodynamic (PD) and predictive biomarker. METHODS A systematic search was conducted from Jan 2015 to April 2021, of the electronic databases PubMed, Cochrane Library and Ovid MEDLINE to identify studies. Studies were restricted to those published in English within the last 5 years, evaluating ctDNA in humans in ≥10 patients. Survival data were extracted for meta-analysis using pooled treatment effect (TE), i.e. log hazard ratios (HRs) and corresponding standard error of TE for progression-free survival or overall survival differences in patients who were ctDNA positive or negative. PRISMA statement guidelines were followed. RESULTS A meta-analysis of 19 studies grouped according to methodology of ctDNA detection, revealed a combined estimate for HR of progression-free survival (13 studies using droplet digital Polymerase Chain Reaction (ddPCR) methodology (N = 1002) of 2.10 (95% CI: 1.71-2.59) revealing a poorer prognosis when ctDNA was detected. This result was confirmed in the smaller analysis of (non-ddPCR, N = 347) five studies: HR = 2.45 (95% CI: 1.29-4.63). Similar findings were found in the overall survival analysis of nine studies (ddPCR methodology, N = 841) where the combined HR was 2.78 (95% CI: 2.21-3.49) and of the five studies (non-ddPCR methodology, N = 326) where the combined HR was 2.58 (95% CI: 1.74-3.84). Serial ctDNA levels on treatment showed a pharmacodynamic role reflecting response or resistance earlier than radiological assessment. CONCLUSIONS Circulating tumour DNA is a predictive, prognostic and PD biomarker in melanoma. Technical standardisation of assays is required before clinical adoption.
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Affiliation(s)
- Lara Gracie
- College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Yi Pan
- Centre for Computational Biology and Institute of Immunology and Immunotherapy, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Eshetu G Atenafu
- Biostatistics Department, Princess Margaret Cancer Center, University Health Network, University Way, Toronto, Ontario, Canada
| | - Douglas G Ward
- Institute of Cancer and Genomic Sciences, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Mabel Teng
- University Hospitals Birmingham NHS Foundation Trust, Queen Elizabeth Hospital, Department of Oncology, Birmingham B15 2TH, UK
| | - Lallit Pallan
- University Hospitals Birmingham NHS Foundation Trust, Queen Elizabeth Hospital, Department of Oncology, Birmingham B15 2TH, UK
| | - Neil M Stevens
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Leila Khoja
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK.
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22
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Slostad JA, Liu MC, Allred JB, Erickson LA, Rumilla KM, Block MS, Keppen M, King D, Markovic SN, McWilliams RR. BRAF V600 Mutation Detection in Plasma Cell-Free DNA: NCCTG N0879 (Alliance). Mayo Clin Proc Innov Qual Outcomes 2021; 5:1012-1020. [PMID: 34703985 PMCID: PMC8526905 DOI: 10.1016/j.mayocpiqo.2021.05.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE To evaluate the prognostic significance of detectable circulating cell-free DNA (cfDNA) BRAF V600E/K mutations in patients with advanced melanoma enrolled in a clinical trial without BRAF-targeted therapy. PATIENTS AND METHODS BRAF V600E/K mutation status was determined on archived tissue and pretreatment stored plasma from 149 patients with unresectable stage IV melanoma who were enrolled between May 5, 2010 and May 2, 2014 in the North Central Cancer Treatment Group/Alliance N0879 randomized phase 2 clinical trial. Results were reported as presence or absence of cfDNA BRAF V600E/K detection of assay vs tissue. Progression-free survival (PFS) and overall survival (OS) were assessed for patients with and without detectable BRAF mutation. RESULTS In total, 63 of 149 (42.3%) patients had BRAF V600E/K results for tissue and blood, and 20 of 63 (31.7%) patients had tissue-diagnosed mutant BRAF. Of these, 11 of 20 (55.0%) patients had detectable plasma cfDNA BRAF. Among patients with tissue-mutant BRAF V600E/K, PFS and OS were shorter for those with corresponding cfDNA mutations (PFS, 5.8 vs 12.0 months; P=.051; OS, 9.2 vs 27.1 months; P=.054). Our assay demonstrated sensitivity of 55% (95% CI, 0.322 to 0.768), specificity of 97.7% (95% CI, 0.932 to 1.000), positive predictive value of 91.7% (95% CI, 0.760 to 1.000), and negative predictive value of 82.4% (95% CI, 0.719 to 0.928). CONCLUSION In advanced melanoma, detectable cfDNA BRAF V600E/K mutation is present in about half the patients with stage IV with BRAF-mutant melanoma tumor tissue and appears to confer a poorer prognosis when detectable. Given the poorer prognosis, cfDNA can be used to risk-stratify patients with metastatic melanoma in practice or clinical trials.Trial Registration: clinicaltrials.gov Identifier: NCT00976573.
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Key Words
- FFPE, formalin-fixed paraffin-embedded
- HR, hazard ratio
- LDH, lactate dehydrogenase
- MAPK, mitogen-activated protein kinase
- NA, not available
- NCCTG, North Central Cancer Treatment Group
- NPV, negative predictive value
- OS, overall survival
- PFS, progression-free survival
- PPV, positive predictive value
- cfDNA, cell-free DNA
- ddPCR, digital droplet polymerase chain reaction
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Affiliation(s)
- Jessica A. Slostad
- Division of Hematology-Oncology, Rush University Medical Center, Chicago, IL
| | - Minetta C. Liu
- Division of Medical Oncology, Mayo Clinic, Rochester, MN
- Department of Laboratory Medicine and Pathology, Clinical Genomics, Mayo Clinic, Rochester, MN
| | - Jacob B. Allred
- Alliance Statistics and Data Center, Mayo Clinic, Rochester, MN
| | | | - Kandelaria M. Rumilla
- Department of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN
- Sanford USD Medical Center-Sioux Falls, Sioux Falls, SD
| | | | | | | | | | - Robert R. McWilliams
- Division of Medical Oncology, Mayo Clinic, Rochester, MN
- Correspondence: Address to Robert R. McWilliams, MD, Mayo Clinic, 200 First St SW, Rochester, MN 55905. @JessSlostadMD
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23
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Kamińska P, Buszka K, Zabel M, Nowicki M, Alix-Panabières C, Budna-Tukan J. Liquid Biopsy in Melanoma: Significance in Diagnostics, Prediction and Treatment Monitoring. Int J Mol Sci 2021; 22:9714. [PMID: 34575876 PMCID: PMC8468624 DOI: 10.3390/ijms22189714] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 08/25/2021] [Accepted: 09/06/2021] [Indexed: 02/06/2023] Open
Abstract
Liquid biopsy is a common term referring to circulating tumor cells and other biomarkers, such as circulating tumor DNA (ctDNA) or extracellular vesicles. Liquid biopsy presents a range of clinical advantages, such as the low invasiveness of the blood sample collection and continuous control of the tumor progression. In addition, this approach enables the mechanisms of drug resistance to be determined in various methods of cancer treatment, including immunotherapy. However, in the case of melanoma, the application of liquid biopsy in patient stratification and therapy needs further investigation. This review attempts to collect all of the relevant and recent information about circulating melanoma cells (CMCs) related to the context of malignant melanoma and immunotherapy. Furthermore, the biology of liquid biopsy analytes, including CMCs, ctDNA, mRNA and exosomes, as well as techniques for their detection and isolation, are also described. The available data support the notion that thoughtful selection of biomarkers and technologies for their detection can contribute to the development of precision medicine by increasing the efficacy of cancer diagnostics and treatment.
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Affiliation(s)
- Paula Kamińska
- Department of Histology and Embryology, Poznan University of Medical Sciences, 60-781 Poznan, Poland; (P.K.); (K.B.); (M.N.)
| | - Karolina Buszka
- Department of Histology and Embryology, Poznan University of Medical Sciences, 60-781 Poznan, Poland; (P.K.); (K.B.); (M.N.)
| | - Maciej Zabel
- Department of Anatomy and Histology, Collegium Medicum, University of Zielona Góra, 65-046 Zielona Góra, Poland;
| | - Michał Nowicki
- Department of Histology and Embryology, Poznan University of Medical Sciences, 60-781 Poznan, Poland; (P.K.); (K.B.); (M.N.)
| | - Catherine Alix-Panabières
- Laboratory of Rare Human Circulating Cells (LCCRH), University Medical Centre of Montpellier, 34093 Montpellier, France;
- CREEC/CANECEV, MIVEGEC (CREES), University of Montpellier, CNRS, IRD, 34000 Montpellier, France
| | - Joanna Budna-Tukan
- Department of Histology and Embryology, Poznan University of Medical Sciences, 60-781 Poznan, Poland; (P.K.); (K.B.); (M.N.)
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24
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Tzanikou E, Haselmann V, Markou A, Duda A, Utikal J, Neumaier M, Lianidou ES. Direct comparison study between droplet digital PCR and a combination of allele-specific PCR, asymmetric rapid PCR and melting curve analysis for the detection of BRAF V600E mutation in plasma from melanoma patients. Clin Chem Lab Med 2021; 58:1799-1807. [PMID: 31953992 DOI: 10.1515/cclm-2019-0783] [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: 08/12/2019] [Accepted: 12/09/2019] [Indexed: 12/19/2022]
Abstract
Background In metastatic melanoma, 40%-50% of patients harbor a BRAF V600E mutation and are thereby eligible to receive a combined BRAF/MEK inhibitor therapy. Compared to standard-of-care tissue-based genetic testing, analysis of circulating tumor DNA (ctDNA) from blood enables a comprehensive assessment of tumor mutational status in real-time and can be used for monitoring response to therapy. The aim of our study was to directly compare the performance of two highly sensitive methodologies, droplet digital PCR (ddPCR) and a combination of ARMS/asymmetric-rapid PCR/melting curve analysis, for the detection of BRAF V600E in plasma from melanoma patients. Methods Cell-free DNA (cfDNA) was isolated from 120 plasma samples of stage I to IV melanoma patients. Identical plasma-cfDNA samples were subjected to BRAF V600E mutational analysis using in parallel, ddPCR and the combination of ARMS/asymmetric-rapid PCR/melting curve analysis. Results BRAF V600E mutation was detected in 9/117 (7.7%) ctDNA samples by ddPCR and in 22/117 (18.8%) ctDNA samples by the combination of ARMS/asymmetric- rapid PCR/melting curve analysis. The concordance between these two methodologies was 85.5% (100/117). The comparison of plasma-ctDNA analysis using ddPCR and tissue testing revealed an overall agreement of 79.4% (27/34), while the corresponding agreement using the combination of ARMS/asymmetric-rapid PCR/melting curve analysis was 73.5% (25/34). Moreover, comparing the detection of BRAF-mutant ctDNA with the clinics, overall agreement of 87.2% (48/55) for ddPCR and 79.2% (42/53) was demonstrated. Remarkably, the duration of sample storage was negatively correlated with correctness of genotyping results highlighting the importance of pre-analytical factors. Conclusions Our direct comparison study has shown a high level of concordance between ddPCR and the combination of ARMS/asymmetric-rapid PCR/melting curve analysis for the detection of BRAF V600E mutations in plasma.
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Affiliation(s)
- Eleni Tzanikou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Verena Haselmann
- Institute for Clinical Chemistry, University Medical Center, Ruprecht-Karls University of Heidelberg, Mannheim, Germany
| | - Athina Markou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Angelika Duda
- Institute for Clinical Chemistry, University Medical Center, Ruprecht-Karls University of Heidelberg, Mannheim, Germany
| | - Jochen Utikal
- Department of Dermatology, Venerology and Allergology, University Medical Center, Ruprecht-Karls University of Heidelberg, Mannheim, Germany.,Skin Cancer Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Michael Neumaier
- Institute for Clinical Chemistry, University Medical Center, Ruprecht-Karls University of Heidelberg, Mannheim, Germany
| | - Evi S Lianidou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
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25
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Wang H, Zhou F, Qiao M, Li X, Zhao C, Cheng L, Chen X, Zhou C. The Role of Circulating Tumor DNA in Advanced Non-Small Cell Lung Cancer Patients Treated With Immune Checkpoint Inhibitors: A Systematic Review and Meta-Analysis. Front Oncol 2021; 11:671874. [PMID: 34367957 PMCID: PMC8335591 DOI: 10.3389/fonc.2021.671874] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Accepted: 07/02/2021] [Indexed: 12/30/2022] Open
Abstract
Background The use of circulating tumor DNA (ctDNA) to reflect clinical benefits of advanced non-small cell lung cancer (NSCLC) patients during immune checkpoint inhibitor (ICI) therapy remains controversial. This study aimed to determine the association of pre-treatment and early dynamic changes of ctDNA with clinical outcomes in advanced NSCLC patients treated with ICIs. Methods Electronic databases (PubMed, Embase, Web of Science, and Cochrane) were systematically searched to include relevant studies published in English up to November 2020. The primary outcomes were overall survival (OS) and progression-free survival (PFS) and the secondary outcome was objective response rate (ORR) with RECIST criteria. Results A total of 1017 patients from 10 studies were identified. The baseline ctDNA levels (detected versus not detected) showed no significant association with clinical outcomes regarding OS (hazard ratio [HR], 1.18; 95% confidence interval [CI], 0.93-1.51), PFS (HR, 0.98; 95% CI, 0.80-1.21), and ORR (odds ratio [OR], 0.89; 95% CI, 0.54-1.46). Interestingly, when taken early longitudinal assessment of ctDNA into consideration, the early reduction of the concentration of ctDNA was associated with significant improvements of OS (HR, 0.19; 95% CI, 0.10-0.35), PFS (HR, 0.30; 95% CI, 0.22-0.41) and ORR (OR, 0.07; 95% CI, 0.03-0.18). Further subgroup analyses revealed that the reduction magnitude did not significantly impact the association between ctDNA and clinical outcomes, suggesting that both patients with decreased ctDNA or a ≥50% reduction of ctDNA was associated with improved OS, PFS and ORR. Conclusion Early reduction of ctDNA was associated with improved OS, PFS and ORR in advanced NSCLC patients treated with ICIs. Systematic Review Registration https://www.crd.york.ac.uk/PROSPERO, CRD42021226255.
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Affiliation(s)
- Haowei Wang
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Fei Zhou
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Meng Qiao
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Xuefei Li
- Department of Lung Cancer and Immunology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Chao Zhao
- Department of Lung Cancer and Immunology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Lei Cheng
- Department of Lung Cancer and Immunology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Xiaoxia Chen
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Caicun Zhou
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
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26
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Characterization and Clinical Utility of BRAFV600 Mutation Detection Using Cell-Free DNA in Patients with Advanced Melanoma. Cancers (Basel) 2021; 13:cancers13143591. [PMID: 34298804 PMCID: PMC8305047 DOI: 10.3390/cancers13143591] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 07/09/2021] [Accepted: 07/14/2021] [Indexed: 01/07/2023] Open
Abstract
Simple Summary The choice of cancer drug(s) for the treatment of advanced melanoma is based on the types of gene alterations that are present in the patient’s tumor(s). Sometimes, the tumor sample that is obtained from surgery may be degraded, and the test does not provide a reliable result, leading to the selection of the wrong treatment, and, consequently, poor outcomes for the patient. Surgery to obtain fresh tumor samples is inconvenient. In recent years, scientists have learned that fragments of genes from dying cells, including tumors, are constantly being released into the blood. This study shows that the presence of altered genes can be reliably determined using easy-to-obtain blood samples. The study also shows that, while there is a small rate of error with the commonly used tests based on the tumor tissue sample, retests using blood samples may be a less invasive and rapid alternative for identifying the BRAF mutation status and selecting the right treatment for these patients. Abstract Tissue-based tests for BRAFV600 mutation-positive melanoma involve invasive biopsy procedures, and can lead to an erroneous diagnosis when the tumor samples degrade. Herein, we explored a minimally invasive, cell-free deoxyribonucleic acid (cfDNA)-based platform, to retest patients for BRAFV600 mutations. This phase 2 study enrolled adult patients with unresectable/metastatic melanoma. A prescreening testing phase evaluated the concordance between a prior tissue-based BRAFV600 mutation test result and a subsequent plasma cfDNA-based test result. A treatment phase evaluated the patients who were confirmed as BRAFV600 mutation-positive, and were treated with cobimetinib plus vemurafenib. It was found that 35/54 patients (64.8%) with a mutant BRAF status by prior tissue test had a positive BRAFV600 mutation with the cfDNA test. Further, 7/118 patients (5.9%) with a wild-type BRAF status had a positive BRAFV600 mutation cfDNA test; tissue retests on archival samples confirmed BRAFV600 mutation positivity in 5/7 patients (71.4%). One of these patients received BRAF pathway-targeted therapy (cobimetinib plus vemurafenib), and had progression-free survival commensurate with previous experience. In the overall cobimetinib plus vemurafenib-treated population, 29/36 patients (80.6%) had an objective response. The median progression-free survival was 13.6 months (95% confidence interval, 9.5–16.5). Cell-free DNA–based tests may be a fast and convenient option to identify BRAF mutation status in melanoma patients, and help inform treatment decisions.
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27
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Russo A, Incorvaia L, Del Re M, Malapelle U, Capoluongo E, Gristina V, Castiglia M, Danesi R, Fassan M, Giuffrè G, Gori S, Marchetti A, Normanno N, Pinto C, Rossi G, Santini D, Sartore-Bianchi A, Silvestris N, Tagliaferri P, Troncone G, Cinieri S, Beretta GD. The molecular profiling of solid tumors by liquid biopsy: a position paper of the AIOM-SIAPEC-IAP-SIBioC-SIC-SIF Italian Scientific Societies. ESMO Open 2021; 6:100164. [PMID: 34091263 PMCID: PMC8182269 DOI: 10.1016/j.esmoop.2021.100164] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 05/02/2021] [Accepted: 05/05/2021] [Indexed: 02/08/2023] Open
Abstract
The term liquid biopsy (LB) refers to the use of various biological fluids as a surrogate for neoplastic tissue to achieve information for diagnostic, prognostic and predictive purposes. In the current clinical practice, LB is used for the identification of driver mutations in circulating tumor DNA derived from both tumor tissue and circulating neoplastic cells. As suggested by a growing body of evidence, however, there are several clinical settings where biological samples other than tissue could be used in the routine practice to identify potentially predictive biomarkers of either response or resistance to targeted treatments. New applications are emerging as useful clinical tools, and other blood derivatives, such as circulating tumor cells, circulating tumor RNA, microRNAs, platelets, extracellular vesicles, as well as other biofluids such as urine and cerebrospinal fluid, may be adopted in the near future. Despite the evident advantages compared with tissue biopsy, LB still presents some limitations due to both biological and technological issues. In this context, the absence of harmonized procedures corresponds to an unmet clinical need, ultimately affecting the rapid implementation of LB in clinical practice. In this position paper, based on experts’ opinions, the AIOM–SIAPEC-IAP–SIBIOC–SIF Italian Scientific Societies critically discuss the most relevant technical issues of LB, the current and emerging evidences, with the aim to optimizing the applications of LB in the clinical setting. In the current clinical practice LB is used for the identification of driver mutations in circulating tumor DNA (ctDNA). New applications in tumors other than non-small-cell lung cancer (NSCLC) are emerging as useful clinical tools. Other blood derivatives, together with other biofluids, are an active field of research and may be adopted in the near future. Despite the evident advantages, liquid biopsy still presents limitations due to both biological and technological issues. Standardization of the procedures needs to be addressed to ensure widespread implementation in clinical practice.
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Affiliation(s)
- A Russo
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy.
| | - L Incorvaia
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - M Del Re
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - U Malapelle
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - E Capoluongo
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Naples, Italy; CEINGE, Biotecnologie Avanzate, Naples, Italy
| | - V Gristina
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - M Castiglia
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - R Danesi
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - M Fassan
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy; Veneto Institute of Oncology (IOV-IRCCS), Padua, Italy
| | - G Giuffrè
- Department of Human Pathology in Adult and Developmental Age 'Gaetano Barresi', Section of Pathology, University of Messina, Messina, Italy
| | - S Gori
- Department of Oncology, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella, Italy
| | - A Marchetti
- Center of Predictive Molecular Medicine, University-Foundation, CeSI Biotech Chieti, Chieti, Italy
| | - N Normanno
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, Naples, Italy
| | - C Pinto
- Medical Oncology Unit, Clinical Cancer Centre, IRCCS-AUSL di Reggio Emilia, Reggio Emilia, Italy
| | - G Rossi
- Pathology Unit, Ospedale Santa Maria Delle Croci, Ravenna, Italy
| | - D Santini
- Department of Medical Oncology, University Campus Biomedico, Rome, Italy
| | - A Sartore-Bianchi
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - N Silvestris
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Tumori 'Giovanni Paolo II' of Bari, Bari, Italy; Department of Biomedical Sciences and Human Oncology, Aldo Moro University of Bari, Bari, Italy
| | - P Tagliaferri
- Medical and Translational Oncology Unit, Department of Experimental and Clinical Medicine, Magna Graecia University, Catanzaro, Italy
| | - G Troncone
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - S Cinieri
- Medical Oncology Division and Breast Unit, Senatore Antonio Perrino Hospital, ASL Brindisi, Brindisi, Italy
| | - G D Beretta
- Department of Oncology, Humanitas Gavazzeni, Bergamo, Italy
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28
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Feng SN, Cen XT, Tan R, Wei SS, Sun LD. The prognostic value of circulating tumor DNA in patients with melanoma: A systematic review and meta-analysis. Transl Oncol 2021; 14:101072. [PMID: 33744725 PMCID: PMC7985561 DOI: 10.1016/j.tranon.2021.101072] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2020] [Revised: 02/15/2021] [Accepted: 03/08/2021] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Circulating tumor DNA (ctDNA) has been investigated as a potential prognostic biomarker to evaluate the therapeutic efficacy and disease progression in melanoma patients, yet results remain inconclusive. The purpose of this study was to illustrate the prognostic value of ctDNA in melanoma. OBJECTIVES To describe the clinical prognostic value of ctDNA for melanoma patients. METHODS Searched for eligible articles from Pubmed, Web of Science and Embase. Pooled hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated to evaluate the association between ctDNA at baseline or during treatment and overall survival (OS) and progression-free survival (PFS). RESULTS A total of 9 articles were obtained, involving 617 melanoma patients. The pooled HRs revealed that compared with baseline undetectable ctDNA patients, detectable ctDNA was highly correlated with poor OS (HR 2.91, 95% CI: 2.22-3.82; p < 0.001) and PFS (HR 2.75, 95% CI: 1.98-3.83; p < 0.001). A meta-analysis of these adjusted HRs was performed and confirmed that ctDNA collected at baseline was associated with poorer OS/PFS (OS: HR 3.00, 95% CI 2.19-4.11, p < 0.001/PFS: HR 2.68, 95% CI 1.77-4.06, p < 0.001). During treatment, a significant association was shown between ctDNA and poorer OS/PFS (OS: HR 6.26, 95% CI 2.48-15.80, p < 0.001; PFS: HR 4.93, 95% CI 2.36-10.33, p < 0.001). CONCLUSION Investigation and application of ctDNA will improve "liquid biopsy" and play a role in early prediction, monitoring disease progression and precise adjusting treatment strategies in melanoma patients.
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Affiliation(s)
- S N Feng
- Department of Dermatology, Zhujiang Hospital, Southern Medical University, No. 253 Gongye Avenue, Guangzhou, China
| | - X T Cen
- Department of Dermatology, Zhujiang Hospital, Southern Medical University, No. 253 Gongye Avenue, Guangzhou, China
| | - R Tan
- Department of Dermatology, Zhujiang Hospital, Southern Medical University, No. 253 Gongye Avenue, Guangzhou, China
| | - S S Wei
- Department of Dermatology, Zhujiang Hospital, Southern Medical University, No. 253 Gongye Avenue, Guangzhou, China
| | - L D Sun
- Department of Dermatology, Zhujiang Hospital, Southern Medical University, No. 253 Gongye Avenue, Guangzhou, China; Departmet of Dermatology, the Fifth Affiliated Hospital of Southern Medical University, No.566 Congcheng Avenue, Guangzhou, China.
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29
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Stagno A, Vari S, Annovazzi A, Anelli V, Russillo M, Cognetti F, Ferraresi V. Case Report: Rechallenge With BRAF and MEK Inhibitors in Metastatic Melanoma: A Further Therapeutic Option in Salvage Setting? Front Oncol 2021; 11:645008. [PMID: 34136385 PMCID: PMC8202400 DOI: 10.3389/fonc.2021.645008] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 03/11/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND The combination of BRAF and MEK inhibitors represents the standard of care treatment for patients with metastatic BRAF-mutated melanoma, notwithstanding the high frequency of emergent resistance. Moreover, therapeutic options outside clinical trials are scarce when patients have progressed after both targeted therapy and therapy with immune checkpoint inhibitors. In this article, we report our experience with targeted therapy rechallenging with BRAF and MEK inhibitors in patients with metastatic BRAF-mutated melanoma after progression with kinase inhibitors and immunotherapy. METHODS Four patients with metastatic BRAF-mutated melanoma were rechallenged with BRAF and MEK inhibitors after progression with targeted therapy and subsequent immunotherapy (checkpoint inhibitors). RESULTS Two patients (one of them was heavily pretreated) had partial response over 36 months (with local treatment on oligoprogression disease) and 10 months, respectively. A third patient with multisite visceral disease and high serum levels of lactate dehydrogenase had a short-lived clinical benefit rapidly followed by massive progression of disease (early progressor). The fourth patient, currently on treatment with BRAF/MEK inhibitors, is showing a clinical benefit and radiological stable disease over 3 months of therapy. Adverse events were manageable, similar to those reported during the first targeted therapy; the treatment was better tolerated at rechallenge compared with the first treatment by two out of four patients.
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Affiliation(s)
- Anna Stagno
- Department of Medical Oncology 1, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
| | - Sabrina Vari
- Department of Medical Oncology 1, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
| | - Alessio Annovazzi
- Nuclear Medicine Unit, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
| | - Vincenzo Anelli
- Radiology and Diagnostic Imaging Unit, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
| | - Michelangelo Russillo
- Department of Medical Oncology 1, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
| | - Francesco Cognetti
- Department of Medical Oncology 1, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
| | - Virginia Ferraresi
- Department of Medical Oncology 1, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
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Kaneko A, Kanemaru H, Kajihara I, Mijiddorj T, Miyauchi H, Kuriyama H, Kimura T, Sawamura S, Makino K, Miyashita A, Aoi J, Makino T, Masuguchi S, Fukushima S, Ihn H. Liquid biopsy-based analysis by ddPCR and CAPP-Seq in melanoma patients. J Dermatol Sci 2021; 102:158-166. [PMID: 34049769 DOI: 10.1016/j.jdermsci.2021.04.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 04/22/2021] [Accepted: 04/25/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND The development of BRAF/MEK inhibitors in patients with metastatic melanoma harboring BRAF mutations has garnered attention for liquid biopsy to detect BRAF mutations in cell-free DNA (cfDNA) using droplet digital PCR (ddPCR) or next-generation sequencing methods. OBJECTIVE To investigate gene mutations in tumor DNA and cfDNA collected from 43 melanoma patients and evaluate their potential as biomarkers. METHODS ddPCR and CAncer Personalized Profiling by deep Sequencing (CAPP-Seq) techniques were performed to detect gene mutations in plasma cfDNA obtained from patients with metastatic melanoma. RESULTS Gene variants, including BRAF, NRAS, TP53, GNAS, and MET, were detectable in the plasma cfDNA, and the results were partially consistent with the results of those identified in the tissues. Among the variants examined, copy numbers of MET mutations were consistent with the disease status in two melanoma patients. CONCLUSION Liquid biopsy using CAPP-Seq and ddPCR has the potential to detect tumor presence and mutations, especially when tissue biopsies are unavailable. MET mutations in cfDNA may be a potential biomarker in patients with metastatic melanoma.
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Affiliation(s)
- Akira Kaneko
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hisashi Kanemaru
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan.
| | - Ikko Kajihara
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Tselmeg Mijiddorj
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hitomi Miyauchi
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Haruka Kuriyama
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Toshihiro Kimura
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Soichiro Sawamura
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Katsunari Makino
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Azusa Miyashita
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Jun Aoi
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Takamitsu Makino
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Shinichi Masuguchi
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Satoshi Fukushima
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hironobu Ihn
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
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Deacon DC, Smith EA, Judson-Torres RL. Molecular Biomarkers for Melanoma Screening, Diagnosis and Prognosis: Current State and Future Prospects. Front Med (Lausanne) 2021; 8:642380. [PMID: 33937286 PMCID: PMC8085270 DOI: 10.3389/fmed.2021.642380] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 03/17/2021] [Indexed: 12/22/2022] Open
Abstract
Despite significant progress in the development of treatment options, melanoma remains a leading cause of death due to skin cancer. Advances in our understanding of the genetic, transcriptomic, and morphologic spectrum of benign and malignant melanocytic neoplasia have enabled the field to propose biomarkers with potential diagnostic, prognostic, and predictive value. While these proposed biomarkers have the potential to improve clinical decision making at multiple critical intervention points, most remain unvalidated. Clinical validation of even the most commonly assessed biomarkers will require substantial resources, including limited clinical specimens. It is therefore important to consider the properties that constitute a relevant and clinically-useful biomarker-based test prior to engaging in large validation studies. In this review article we adapt an established framework for determining minimally-useful biomarker test characteristics, and apply this framework to a discussion of currently used and proposed biomarkers designed to aid melanoma detection, staging, prognosis, and choice of treatment.
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Affiliation(s)
- Dekker C. Deacon
- Department of Dermatology, University of Utah, Salt Lake City, UT, United States
| | - Eric A. Smith
- Department of Pathology, University of Utah, Salt Lake City, UT, United States
| | - Robert L. Judson-Torres
- Department of Dermatology, University of Utah, Salt Lake City, UT, United States
- Huntsman Cancer Institute, Salt Lake City, UT, United States
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Herbreteau G, Vallée A, Knol AC, Théoleyre S, Quéreux G, Varey E, Khammari A, Dréno B, Denis MG. Circulating Tumor DNA Early Kinetics Predict Response of Metastatic Melanoma to Anti-PD1 Immunotherapy: Validation Study. Cancers (Basel) 2021; 13:1826. [PMID: 33920470 PMCID: PMC8069589 DOI: 10.3390/cancers13081826] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 04/06/2021] [Accepted: 04/09/2021] [Indexed: 12/16/2022] Open
Abstract
The ability of early (first weeks of treatment) ctDNA kinetics to identify primary resistance to anti-PD1 immunotherapies was evaluated with a validation cohort of 49 patients treated with anti-PD1 for metastatic BRAF or NRAS-mutated melanoma, alone and pooled with the 53 patients from a previously described derivation cohort. BRAF or NRAS mutations were quantified on plasma DNA by digital PCR at baseline and after two or four weeks of treatment. ctDNA kinetics were interpreted according to pre-established biological response criteria. A biological progression (bP, i.e., a significant increase in ctDNA levels) at week two or week four was associated with a lack of benefit from anti-PD1 (4-month PFS = 0%; 1-year OS = 13%; n = 12/102). Patients without initial bP had significantly better PFS and OS (4-month PFS = 78%; 1-year OS = 73%; n = 26/102), as did patients whose ctDNA kinetics were not evaluable, due to low/undetectable baseline ctDNA (4-month PFS = 80%; 1-year OS = 81%; n = 64/102). ctDNA detection at first-line anti-PD1 initiation was an independent prognostic factor for OS and PFS in multivariate analysis. Overall, early ctDNA quantitative monitoring may allow the detection of primary resistances of metastatic melanoma to anti-PD1 immunotherapies.
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Affiliation(s)
- Guillaume Herbreteau
- Laboratoire de Biochimie et Plateforme de Génétique Moléculaire des Cancers, Centre Hospitalier Universitaire (CHU) Nantes, 44093 Nantes, France; (G.H.); (A.V.); (S.T.)
- Centre de Recherche en Cancérologie et Immunologie (CRCINA), Institut National de la Santé et de la Recherche Médicale (INSERM) U1232, 44007 Nantes, France; (A.-C.K.); (G.Q.); (E.V.); (A.K.); (B.D.)
| | - Audrey Vallée
- Laboratoire de Biochimie et Plateforme de Génétique Moléculaire des Cancers, Centre Hospitalier Universitaire (CHU) Nantes, 44093 Nantes, France; (G.H.); (A.V.); (S.T.)
- Centre de Recherche en Cancérologie et Immunologie (CRCINA), Institut National de la Santé et de la Recherche Médicale (INSERM) U1232, 44007 Nantes, France; (A.-C.K.); (G.Q.); (E.V.); (A.K.); (B.D.)
| | - Anne-Chantal Knol
- Centre de Recherche en Cancérologie et Immunologie (CRCINA), Institut National de la Santé et de la Recherche Médicale (INSERM) U1232, 44007 Nantes, France; (A.-C.K.); (G.Q.); (E.V.); (A.K.); (B.D.)
| | - Sandrine Théoleyre
- Laboratoire de Biochimie et Plateforme de Génétique Moléculaire des Cancers, Centre Hospitalier Universitaire (CHU) Nantes, 44093 Nantes, France; (G.H.); (A.V.); (S.T.)
- Centre de Recherche en Cancérologie et Immunologie (CRCINA), Institut National de la Santé et de la Recherche Médicale (INSERM) U1232, 44007 Nantes, France; (A.-C.K.); (G.Q.); (E.V.); (A.K.); (B.D.)
| | - Gaëlle Quéreux
- Centre de Recherche en Cancérologie et Immunologie (CRCINA), Institut National de la Santé et de la Recherche Médicale (INSERM) U1232, 44007 Nantes, France; (A.-C.K.); (G.Q.); (E.V.); (A.K.); (B.D.)
- Service de Dermatologie, Centre Hospitalier Universitaire (CHU) Nantes, 44000 Nantes, France
- Centre d′Investigation Clinique (CIC) 1413, Institut National de la Santé et de la Recherche Médicale (INSERM), Centre Hospitalier Universitaire (CHU) Nantes, 44021 Nantes, France
| | - Emilie Varey
- Centre de Recherche en Cancérologie et Immunologie (CRCINA), Institut National de la Santé et de la Recherche Médicale (INSERM) U1232, 44007 Nantes, France; (A.-C.K.); (G.Q.); (E.V.); (A.K.); (B.D.)
- Centre d′Investigation Clinique (CIC) 1413, Institut National de la Santé et de la Recherche Médicale (INSERM), Centre Hospitalier Universitaire (CHU) Nantes, 44021 Nantes, France
| | - Amir Khammari
- Centre de Recherche en Cancérologie et Immunologie (CRCINA), Institut National de la Santé et de la Recherche Médicale (INSERM) U1232, 44007 Nantes, France; (A.-C.K.); (G.Q.); (E.V.); (A.K.); (B.D.)
- Service de Dermatologie, Centre Hospitalier Universitaire (CHU) Nantes, 44000 Nantes, France
- Centre d′Investigation Clinique (CIC) 1413, Institut National de la Santé et de la Recherche Médicale (INSERM), Centre Hospitalier Universitaire (CHU) Nantes, 44021 Nantes, France
| | - Brigitte Dréno
- Centre de Recherche en Cancérologie et Immunologie (CRCINA), Institut National de la Santé et de la Recherche Médicale (INSERM) U1232, 44007 Nantes, France; (A.-C.K.); (G.Q.); (E.V.); (A.K.); (B.D.)
- Service de Dermatologie, Centre Hospitalier Universitaire (CHU) Nantes, 44000 Nantes, France
- Centre d′Investigation Clinique (CIC) 1413, Institut National de la Santé et de la Recherche Médicale (INSERM), Centre Hospitalier Universitaire (CHU) Nantes, 44021 Nantes, France
| | - Marc G. Denis
- Laboratoire de Biochimie et Plateforme de Génétique Moléculaire des Cancers, Centre Hospitalier Universitaire (CHU) Nantes, 44093 Nantes, France; (G.H.); (A.V.); (S.T.)
- Centre de Recherche en Cancérologie et Immunologie (CRCINA), Institut National de la Santé et de la Recherche Médicale (INSERM) U1232, 44007 Nantes, France; (A.-C.K.); (G.Q.); (E.V.); (A.K.); (B.D.)
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Fattore L, Ruggiero CF, Liguoro D, Castaldo V, Catizone A, Ciliberto G, Mancini R. The Promise of Liquid Biopsy to Predict Response to Immunotherapy in Metastatic Melanoma. Front Oncol 2021; 11:645069. [PMID: 33816298 PMCID: PMC8013996 DOI: 10.3389/fonc.2021.645069] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 03/01/2021] [Indexed: 12/12/2022] Open
Abstract
Metastatic melanoma is the deadliest form of skin cancer whose incidence has been rising dramatically over the last few decades. Nowadays, the most successful approach in treating advanced melanoma is immunotherapy which encompasses the use of immune checkpoint blockers able to unleash the immune system's activity against tumor cells. Immunotherapy has dramatically changed clinical practice by contributing to increasing long term overall survival. Despite these striking therapeutic effects, the clinical benefits are strongly mitigated by innate or acquired resistance. In this context, it is of utmost importance to develop methods capable of predicting patient response to immunotherapy. To this purpose, one major step forward may be provided by measuring non-invasive biomarkers in human fluids, namely Liquid Biopsies (LBs). Several LB approaches have been developed over the last few years thanks to technological breakthroughs that have allowed to evaluate circulating components also when they are present in low abundance. The elements of this so-called "circulome" mostly encompass: tumor DNA, tumor and immune cells, soluble factors and non-coding RNAs. Here, we review the current knowledge of these molecules as predictors of response to immunotherapy in metastatic melanoma and predict that LB will soon enter into routine practice in order to guide clinical decisions for cancer immunotherapy.
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Affiliation(s)
- Luigi Fattore
- SAFU Laboratory, Department of Research, Advanced Diagnostics and Technological Innovation, Translational Research Area, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Ciro Francesco Ruggiero
- Department of Experimental and Clinical Medicine, University “Magna Graecia” of Catanzaro, Catanzaro, Italy
| | - Domenico Liguoro
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Vittorio Castaldo
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Angiolina Catizone
- Department of Anatomy, Histology, Forensic- Medicine and Orthopedics, Sapienza University of Rome, Rome, Italy
| | - Gennaro Ciliberto
- Scientific Directorate, IRCSS Regina Elena National Cancer Institute, Rome, Italy
| | - Rita Mancini
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Rome, Italy
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Syeda MM, Wiggins JM, Corless BC, Long GV, Flaherty KT, Schadendorf D, Nathan PD, Robert C, Ribas A, Davies MA, Grob JJ, Gasal E, Squires M, Marker M, Garrett J, Brase JC, Polsky D. Circulating tumour DNA in patients with advanced melanoma treated with dabrafenib or dabrafenib plus trametinib: a clinical validation study. Lancet Oncol 2021; 22:370-380. [PMID: 33587894 PMCID: PMC8034833 DOI: 10.1016/s1470-2045(20)30726-9] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 11/10/2020] [Accepted: 11/19/2020] [Indexed: 12/30/2022]
Abstract
BACKGROUND Melanoma lacks validated blood-based biomarkers for monitoring and predicting treatment efficacy. Cell-free circulating tumour DNA (ctDNA) is a promising biomarker; however, various detection methods have been used, and, to date, no large studies have examined the association between serial changes in ctDNA and survival after BRAF, MEK, or BRAF plus MEK inhibitor therapy. We aimed to evaluate whether baseline ctDNA concentrations and kinetics could predict survival outcomes. METHODS In this clinical validation study, we used analytically validated droplet digital PCR assays to measure BRAFV600-mutant ctDNA in pretreatment and on-treatment plasma samples from patients aged 18 years or older enrolled in two clinical trials. COMBI-d (NCT01584648) was a double-blind, randomised phase 3 study of dabrafenib plus trametinib versus dabrafenib plus placebo in previously untreated patients with BRAFV600 mutation-positive unresectable or metastatic melanoma. Patients had an Eastern Cooperative Oncology Group (ECOG) performance status of 0 or 1. COMBI-MB (NCT02039947) was an open-label, non-randomised, phase 2 study evaluating dabrafenib plus trametinib in patients with BRAFV600 mutation-positive metastatic melanoma and brain metastases. Patients in cohort A of COMBI-MB had asymptomatic brain metastases, no previous local brain-directed therapy, and an ECOG performance status of 0 or 1. Biomarker analysis was a prespecified exploratory endpoint in both trials and performed in the intention-to-treat populations in COMBI-d and COMBI-MB. We investigated the association between mutant copy number (baseline or week 4 or zero conversion status) and efficacy endpoints (progression-free survival, overall survival, and best overall response). We used Cox models, Kaplan-Meier plots, and log-rank tests to explore the association of pretreatment ctDNA concentrations with progression-free survival and overall survival. The effect of additional prognostic variables such as lactate dehydrogenase was also investigated in addition to the mutant copy number. FINDINGS In COMBI-d, pretreatment plasma samples were available from 345 (82%) of 423 patients and on-treatment (week 4) plasma samples were available from 224 (53%) of 423 patients. In cohort A of COMBI-MB, pretreatment and on-treatment samples were available from 38 (50%) of 76 patients with intracranial and extracranial metastatic melanoma. ctDNA was detected in pretreatment samples from 320 (93%) of 345 patients (COMBI-d) and 34 (89%) of 38 patients (COMBI-MB). When assessed as a continuous variable, elevated baseline BRAFV600 mutation-positive ctDNA concentration was associated with worse overall survival outcome (hazard ratio [HR] 1·13 [95% CI 1·09-1·18], p<0·0001 by univariate analysis), independent of treatment group and baseline lactate dehydrogenase concentrations (1·08 [1·03-1·13], p=0·0020), in COMBI-d. A ctDNA cutoff point of 64 copies per mL of plasma stratified patients enrolled in COMBI-d as high risk or low risk with respect to survival outcomes (HR 1·74 [95% CI 1·37-2·21], p<0·0001 for progression-free survival; 2·23 [1·73-2·87], p<0·0001 for overall survival) and was validated in the COMBI-MB cohort (3·20 [1·39-7·34], p=0·0047 for progression-free survival; 2·94 [1·18-7·32], p=0·016 for overall survival). In COMBI-d, undetectable ctDNA at week 4 was significantly associated with extended progression-free and overall survival, particularly in patients with elevated lactate dehydrogenase concentrations (HR 1·99 [95% CI 1·08-3·64], p=0·027 for progression-free survival; 2·38 [1·24-4·54], p=0·0089 for overall survival). INTERPRETATION Pretreatment and on-treatment BRAFV600-mutant ctDNA measurements could serve as independent, predictive biomarkers of clinical outcome with targeted therapy. FUNDING Novartis.
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Affiliation(s)
| | | | | | - Georgina V Long
- Melanoma Institute Australia, The University of Sydney, Royal North Shore and Mater Hospitals, Sydney, NSW, Australia
| | - Keith T Flaherty
- Dana-Farber Cancer Institute/Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA
| | - Dirk Schadendorf
- University Hospital Essen, Essen, Germany; German Cancer Consortium, Heidelberg, Germany
| | | | - Caroline Robert
- Institute Gustave Roussy and Paris-Sud University, Villejuif, France
| | - Antoni Ribas
- Department of Medicine, Division of Hematology-Oncology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Michael A Davies
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jean Jacques Grob
- Dermatology and Skin Cancer Department, Aix-Marseille University, Marseille, France
| | | | - Matthew Squires
- Novartis Institute for BioMedical Research, Cambridge, MA, USA
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Abstract
Response evaluation for cancer treatment consists primarily of clinical and radiological assessments. In addition, a limited number of serum biomarkers that assess treatment response are available for a small subset of malignancies. Through recent technological innovations, new methods for measuring tumor burden and treatment response are becoming available. By utilization of highly sensitive techniques, tumor-specific mutations in circulating DNA can be detected and circulating tumor DNA (ctDNA) can be quantified. These so-called liquid biopsies provide both molecular information about the genomic composition of the tumor and opportunities to evaluate tumor response during therapy. Quantification of tumor-specific mutations in plasma correlates well with tumor burden. Moreover, with liquid biopsies, it is also possible to detect mutations causing secondary resistance during treatment. This review focuses on the clinical utility of ctDNA as a response and follow-up marker in patients with non-small cell lung cancer, melanoma, colorectal cancer, and breast cancer. Relevant studies were retrieved from a literature search using PubMed database. An overview of the available literature is provided and the relevance of ctDNA as a response marker in anti-cancer therapy for clinical practice is discussed. We conclude that the use of plasma-derived ctDNA is a promising tool for treatment decision-making based on predictive testing, detection of resistance mechanisms, and monitoring tumor response. Necessary steps for translation to daily practice and future perspectives are discussed.
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36
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Marsavela G, Johansson PA, Pereira MR, McEvoy AC, Reid AL, Robinson C, Warburton L, Khattak MA, Meniawy TM, Amanuel B, Millward M, Hayward NK, Ziman MR, Gray ES, Calapre L. The Prognostic Impact of Circulating Tumour DNA in Melanoma Patients Treated with Systemic Therapies-Beyond BRAF Mutant Detection. Cancers (Basel) 2020; 12:E3793. [PMID: 33339135 PMCID: PMC7765660 DOI: 10.3390/cancers12123793] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2020] [Revised: 12/06/2020] [Accepted: 12/10/2020] [Indexed: 12/24/2022] Open
Abstract
In this study, we evaluated the predictive value of circulating tumour DNA (ctDNA) to inform therapeutic outcomes in metastatic melanoma patients receiving systemic therapies. We analysed 142 plasma samples from metastatic melanoma patients prior to commencement of systemic therapy: 70 were treated with BRAF/MEK inhibitors and 72 with immunotherapies. Patient-specific droplet digital polymerase chain reaction assays were designed for ctDNA detection. Plasma ctDNA was detected in 56% of patients prior to first-line anti-PD1 and/or anti-CTLA-4 treatment. The detection rate in the immunotherapy cohort was comparably lower than those with BRAF inhibitors (76%, p = 0.0149). Decreasing ctDNA levels within 12 weeks of treatment was strongly concordant with treatment response (Cohen's k = 0.798, p < 0.001) and predictive of longer progression free survival. Notably, a slower kinetic of ctDNA decline was observed in patients treated with immunotherapy compared to those on BRAF/MEK inhibitors. Whole exome sequencing of ctDNA was also conducted in 9 patients commencing anti-PD-1 therapy to derive tumour mutational burden (TMB) and neoepitope load measurements. The results showed a trend of high TMB and neoepitope load in responders compared to non-responders. Overall, our data suggest that changes in ctDNA can serve as an early indicator of outcomes in metastatic melanoma patients treated with systemic therapies and therefore may serve as a tool to guide treatment decisions.
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Affiliation(s)
- Gabriela Marsavela
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia 6027, Australia; (G.M.); (M.R.P.); (A.C.M.); (A.L.R.); (L.W.); (M.A.K.); (T.M.M.); (B.A.); (M.R.Z.); (L.C.)
| | - Peter A. Johansson
- QIMR Berghofer Medical Research Institute, Herston, Brisbane, QLD 4006, Australia; (P.A.J.); (N.K.H.)
| | - Michelle R. Pereira
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia 6027, Australia; (G.M.); (M.R.P.); (A.C.M.); (A.L.R.); (L.W.); (M.A.K.); (T.M.M.); (B.A.); (M.R.Z.); (L.C.)
| | - Ashleigh C. McEvoy
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia 6027, Australia; (G.M.); (M.R.P.); (A.C.M.); (A.L.R.); (L.W.); (M.A.K.); (T.M.M.); (B.A.); (M.R.Z.); (L.C.)
| | - Anna L. Reid
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia 6027, Australia; (G.M.); (M.R.P.); (A.C.M.); (A.L.R.); (L.W.); (M.A.K.); (T.M.M.); (B.A.); (M.R.Z.); (L.C.)
| | - Cleo Robinson
- Anatomical Pathology, PathWest Laboratory Medicine, QEII Medical Centre, Nedlands, Western Australia 6009, Australia;
- School of Biomedical Sciences, University of Western Australia, Crawley, Western Australia 6009, Australia
| | - Lydia Warburton
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia 6027, Australia; (G.M.); (M.R.P.); (A.C.M.); (A.L.R.); (L.W.); (M.A.K.); (T.M.M.); (B.A.); (M.R.Z.); (L.C.)
- Department of Medical Oncology, Sir Charles Gairdner Hospital, Nedlands, Western Australia 6010, Australia;
| | - Muhammad A. Khattak
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia 6027, Australia; (G.M.); (M.R.P.); (A.C.M.); (A.L.R.); (L.W.); (M.A.K.); (T.M.M.); (B.A.); (M.R.Z.); (L.C.)
- School of Medicine, University of Western Australia, Crawley, Western Australia 6009, Australia
- Department of Medical Oncology, Fiona Stanley Hospital, Murdoch, Western Australia 6150, Australia
| | - Tarek M. Meniawy
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia 6027, Australia; (G.M.); (M.R.P.); (A.C.M.); (A.L.R.); (L.W.); (M.A.K.); (T.M.M.); (B.A.); (M.R.Z.); (L.C.)
- Department of Medical Oncology, Sir Charles Gairdner Hospital, Nedlands, Western Australia 6010, Australia;
- School of Medicine, University of Western Australia, Crawley, Western Australia 6009, Australia
| | - Benhur Amanuel
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia 6027, Australia; (G.M.); (M.R.P.); (A.C.M.); (A.L.R.); (L.W.); (M.A.K.); (T.M.M.); (B.A.); (M.R.Z.); (L.C.)
- Anatomical Pathology, PathWest Laboratory Medicine, QEII Medical Centre, Nedlands, Western Australia 6009, Australia;
- School of Medicine, University of Western Australia, Crawley, Western Australia 6009, Australia
| | - Michael Millward
- Department of Medical Oncology, Sir Charles Gairdner Hospital, Nedlands, Western Australia 6010, Australia;
- School of Medicine, University of Western Australia, Crawley, Western Australia 6009, Australia
| | - Nicholas K. Hayward
- QIMR Berghofer Medical Research Institute, Herston, Brisbane, QLD 4006, Australia; (P.A.J.); (N.K.H.)
| | - Melanie R. Ziman
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia 6027, Australia; (G.M.); (M.R.P.); (A.C.M.); (A.L.R.); (L.W.); (M.A.K.); (T.M.M.); (B.A.); (M.R.Z.); (L.C.)
- School of Biomedical Sciences, University of Western Australia, Crawley, Western Australia 6009, Australia
| | - Elin S. Gray
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia 6027, Australia; (G.M.); (M.R.P.); (A.C.M.); (A.L.R.); (L.W.); (M.A.K.); (T.M.M.); (B.A.); (M.R.Z.); (L.C.)
| | - Leslie Calapre
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia 6027, Australia; (G.M.); (M.R.P.); (A.C.M.); (A.L.R.); (L.W.); (M.A.K.); (T.M.M.); (B.A.); (M.R.Z.); (L.C.)
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Gandini S, Zanna I, De Angelis SP, Cocorocchio E, Queirolo P, Lee JH, Carlino MS, Mazzarella L, Achutti Duso B, Palli D, Raimondi S, Caini S. Circulating tumour DNA and melanoma survival: A systematic literature review and meta-analysis. Crit Rev Oncol Hematol 2020; 157:103187. [PMID: 33276181 DOI: 10.1016/j.critrevonc.2020.103187] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 11/20/2020] [Accepted: 11/23/2020] [Indexed: 12/12/2022] Open
Abstract
We reviewed and meta-analysed the available evidence (until December 2019) about circulating tumour DNA (ctDNA) levels and melanoma patients survival. We included twenty-six studies (>2000 patients overall), which included mostly stage III-IV cutaneous melanoma patients and differed widely in terms of systemic therapy received and somatic mutations that were searched. Patients with detectable ctDNA before treatment had worse progression-free survival (PFS) (summary hazard ratio (SHR) 2.47, 95 % confidence intervals (CI) 1.85-3.29) and overall survival (OS) (SHR 2.98, 95 % CI 2.26-3.92), with no difference by tumour stage. ctDNA detectability during follow-up was associated with poorer PFS (SHR 4.27, 95 %CI 2.75-6.63) and OS (SHR 3.91, 95 %CI 1.97-7.78); in the latter case, the association was stronger (p = 0.01) for stage IV vs. III melanomas. Between-estimates heterogeneity was low for all pooled estimates. ctDNA is a strong prognostic biomarker for advanced-stage melanoma patients, robust across tumour (e.g. genomic profile) and patients (e.g. systemic therapy) characteristics.
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Affiliation(s)
- Sara Gandini
- Molecular and Pharmaco-Epidemiology Unit Department of Experimental Oncology, European Institute of Oncology (IEO), IRCCS, Milan, Italy
| | - Ines Zanna
- Cancer Risk Factors and Lifestyle Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Simone Pietro De Angelis
- Molecular and Pharmaco-Epidemiology Unit Department of Experimental Oncology, European Institute of Oncology (IEO), IRCCS, Milan, Italy
| | - Emilia Cocorocchio
- Division of Medical Oncology of Melanoma, Sarcoma and Rare Tumors, European Institute of Oncology (IEO), IRCCS, Milan, Italy
| | - Paola Queirolo
- Division of Medical Oncology of Melanoma, Sarcoma and Rare Tumors, European Institute of Oncology (IEO), IRCCS, Milan, Italy
| | - Jenny H Lee
- Department of Clinical Medicine, Macquarie University, Sydney, Australia
| | - Matteo S Carlino
- Department of Clinical Oncology, Westmead and Blacktown Hospitals, Melanoma Institute of Australia and the University of Sydney, Sydney, Australia
| | - Luca Mazzarella
- Molecular and Pharmaco-Epidemiology Unit Department of Experimental Oncology, European Institute of Oncology (IEO), IRCCS, Milan, Italy
| | - Bruno Achutti Duso
- Molecular and Pharmaco-Epidemiology Unit Department of Experimental Oncology, European Institute of Oncology (IEO), IRCCS, Milan, Italy
| | - Domenico Palli
- Cancer Risk Factors and Lifestyle Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Sara Raimondi
- Molecular and Pharmaco-Epidemiology Unit Department of Experimental Oncology, European Institute of Oncology (IEO), IRCCS, Milan, Italy
| | - Saverio Caini
- Cancer Risk Factors and Lifestyle Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy.
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Emelyanova MA, Telysheva EN, Orlova KV, Ryabaya OO, Snigiryova GP, Abramov IS, Mikhailovich VM. Microarray-based analysis of the BRAF V600 mutations in circulating tumor DNA in melanoma patients. Cancer Genet 2020; 250-251:25-35. [PMID: 33249369 DOI: 10.1016/j.cancergen.2020.11.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 10/20/2020] [Accepted: 11/11/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND Circulating tumor DNA (ctDNA) holds great potential for cancer therapy and can provide diagnostic and prognostic information before and during treatment. METHODS Plasma DNA samples from 97 melanoma patients, 20 healthy donors and 3 patients with benign skin tumors were analyzed by microarray analysis and droplet digital PCR (ddPCR). RESULTS A microarray for simultaneous detection of six BRAF V600 mutations in ctDNA has been developed. The method allows the detection of 0.05% mutated DNA from WT DNA background. For paired samples (pre-surgery plasma and tumor tissue) isolated from 74 patients, the concordance of genotypes between tumor DNA and ctDNA was 65% (48/74). BRAF mutations in ctDNA were detected in 27/50 patients with BRAF-positive tumors and in 3/24 patients with BRAF wild-type tumors. The presence of ctDNA BRAF mutations in 23 plasma samples from melanoma patients undergoing therapy correlated significantly with tumor progression (P=0.005). The increase in cell-free DNA levels measured by ddPCR also correlated with disease progression (P=0.02). The concordance of results obtained by microarray identification of BRAF mutations and those obtained by ddPCR was 91%. CONCLUSION The novel microarray-based approach can be a useful non-invasive tool for accurate identification of ctDNA BRAF mutations to monitor disease progression.
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Affiliation(s)
- Marina A Emelyanova
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, 119991 Moscow, 32 Vavilova St., Russian Federation
| | - Ekaterina N Telysheva
- Russian Scientific Center of Roentgen Radiology, Ministry of Healthcare of the Russian Federation, 117997 Moscow, Profsoyuznaya St. 86, Russian Federation
| | - Kristina V Orlova
- N.N. Blokhin National Medical Research Center for Oncology, Ministry of Health of the Russian Federation, 115478 Moscow, Kashirskoye shosse 24, Russian Federation
| | - Oxana O Ryabaya
- N.N. Blokhin National Medical Research Center for Oncology, Ministry of Health of the Russian Federation, 115478 Moscow, Kashirskoye shosse 24, Russian Federation
| | - Galina P Snigiryova
- Russian Scientific Center of Roentgen Radiology, Ministry of Healthcare of the Russian Federation, 117997 Moscow, Profsoyuznaya St. 86, Russian Federation
| | - Ivan S Abramov
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, 119991 Moscow, 32 Vavilova St., Russian Federation
| | - Vladimir M Mikhailovich
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, 119991 Moscow, 32 Vavilova St., Russian Federation.
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Pilla L, Alberti A, Di Mauro P, Gemelli M, Cogliati V, Cazzaniga ME, Bidoli P, Maccalli C. Molecular and Immune Biomarkers for Cutaneous Melanoma: Current Status and Future Prospects. Cancers (Basel) 2020; 12:E3456. [PMID: 33233603 PMCID: PMC7699774 DOI: 10.3390/cancers12113456] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 11/11/2020] [Accepted: 11/11/2020] [Indexed: 12/18/2022] Open
Abstract
Advances in the genomic, molecular and immunological make-up of melanoma allowed the development of novel targeted therapy and of immunotherapy, leading to changes in the paradigm of therapeutic interventions and improvement of patients' overall survival. Nevertheless, the mechanisms regulating either the responsiveness or the resistance of melanoma patients to therapies are still mostly unknown. The development of either the combinations or of the sequential treatment of different agents has been investigated but without a strongly molecularly motivated rationale. The need for robust biomarkers to predict patients' responsiveness to defined therapies and for their stratification is still unmet. Progress in immunological assays and genomic techniques as long as improvement in designing and performing studies monitoring the expression of these markers along with the evolution of the disease allowed to identify candidate biomarkers. However, none of them achieved a definitive role in predicting patients' clinical outcomes. Along this line, the cross-talk of melanoma cells with tumor microenvironment plays an important role in the evolution of the disease and needs to be considered in light of the role of predictive biomarkers. The overview of the relationship between the molecular basis of melanoma and targeted therapies is provided in this review, highlighting the benefit for clinical responses and the limitations. Moreover, the role of different candidate biomarkers is described together with the technical approaches for their identification. The provided evidence shows that progress has been achieved in understanding the molecular basis of melanoma and in designing advanced therapeutic strategies. Nevertheless, the molecular determinants of melanoma and their role as biomarkers predicting patients' responsiveness to therapies warrant further investigation with the vision of developing more effective precision medicine.
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Affiliation(s)
- Lorenzo Pilla
- Division of Medical Oncology, San Gerardo Hospital, University of Milano-Bicocca School of Medicine, 20900 Monza, Italy; (P.D.M.); (M.G.); (V.C.); (M.E.C.); (P.B.)
| | - Andrea Alberti
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Health Science and Public Health, University of Brescia, ASST Ospedali Civili, 25123 Brescia, Italy;
| | - Pierluigi Di Mauro
- Division of Medical Oncology, San Gerardo Hospital, University of Milano-Bicocca School of Medicine, 20900 Monza, Italy; (P.D.M.); (M.G.); (V.C.); (M.E.C.); (P.B.)
| | - Maria Gemelli
- Division of Medical Oncology, San Gerardo Hospital, University of Milano-Bicocca School of Medicine, 20900 Monza, Italy; (P.D.M.); (M.G.); (V.C.); (M.E.C.); (P.B.)
| | - Viola Cogliati
- Division of Medical Oncology, San Gerardo Hospital, University of Milano-Bicocca School of Medicine, 20900 Monza, Italy; (P.D.M.); (M.G.); (V.C.); (M.E.C.); (P.B.)
| | - Marina Elena Cazzaniga
- Division of Medical Oncology, San Gerardo Hospital, University of Milano-Bicocca School of Medicine, 20900 Monza, Italy; (P.D.M.); (M.G.); (V.C.); (M.E.C.); (P.B.)
| | - Paolo Bidoli
- Division of Medical Oncology, San Gerardo Hospital, University of Milano-Bicocca School of Medicine, 20900 Monza, Italy; (P.D.M.); (M.G.); (V.C.); (M.E.C.); (P.B.)
| | - Cristina Maccalli
- Laboratory of Immune and Biological Therapy, Research Department, Sidra Medicine, Doha 26999, Qatar;
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40
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Wang Z, Ye CY, Zhou WL, Wang MM, Dai WP, Zheng J, Zang YS. The Role of Dynamic ctDNA Monitoring During Combination Therapies of BRAF V600E-Mutated Metastatic Colorectal Cancer: A Case Report. Onco Targets Ther 2020; 13:11849-11853. [PMID: 33235471 PMCID: PMC7680184 DOI: 10.2147/ott.s265725] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 10/07/2020] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND BRAF V600E mutation represents a group of colorectal carcinoma with poor prognosis. Although treatment strategies have been recommended after clinical investigations, the progression-free survival is short and unsatisfying. CASE PRESENTATION Here, we present the case of a 28-year-old male diagnosed with ascending colon adenocarcinoma with multiple liver metastases. Treatment with FOLFIRI plus cetuximab and vemurafenib achieved partial response, following which the patient received conversion surgery with clear resection margin. After disease recurrence, he received combination treatment of nivolumab and regorafenib. Until August 2020, the patient achieved a partial response with more than 12 months progression-free survival. Circulating tumor DNA (ctDNA) was monitored during the patient's treatment. His ctDNA fractions exhibited significant elevation two months before disease progression. As a comparison, the tumor markers were not elevated until the patient was confirmed PD through CT imaging. CONCLUSION This case exemplifies how liquid biopsy and ctDNA sequencing can aid in real-time molecular characterization of tumors.
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Affiliation(s)
- Zhan Wang
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai200003, People’s Republic of China
| | - Chen-Yang Ye
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai200003, People’s Republic of China
| | - Wen-Li Zhou
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai200003, People’s Republic of China
| | - Miao-Miao Wang
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai200003, People’s Republic of China
| | - Wei-Ping Dai
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai200003, People’s Republic of China
| | - Jingjing Zheng
- Burning Rock Biotech, Guangzhou, People’s Republic of China
| | - Yuan-Sheng Zang
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai200003, People’s Republic of China
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41
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Warburton L, Meniawy TM, Calapre L, Pereira M, McEvoy A, Ziman M, Gray ES, Millward M. Stopping targeted therapy for complete responders in advanced BRAF mutant melanoma. Sci Rep 2020; 10:18878. [PMID: 33139839 PMCID: PMC7606504 DOI: 10.1038/s41598-020-75837-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Accepted: 10/21/2020] [Indexed: 12/27/2022] Open
Abstract
BRAF inhibitors revolutionised the management of melanoma patients and although resistance occurs, there is a subgroup of patients who maintain durable disease control. For those cases with durable complete response (CR) it is not clear whether it is safe to cease therapy. Here we identified 13 patients treated with BRAF +/- MEK inhibitors, who cease therapy after prolonged CR (median = 34 months, range 20-74). Recurrence was observed in 3/13 (23%) patients. In the remaining 10 patients with sustained CR off therapy, the median follow up after discontinuation was 19 months (range 8-36). We retrospectively measured ctDNA levels using droplet digital PCR (ddPCR) in longitudinal plasma samples. CtDNA levels were undetectable in 11/13 cases after cessation and remained undetectable in patients in CR (10/13). CtDNA eventually became detectable in 2/3 cases with disease recurrence, but remained undetectable in 1 patient with brain only progression. Our study suggests that consideration could be given to ceasing targeted therapy in the context of prolonged treatment, durable response and no evidence of residual disease as measured by ctDNA.
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Affiliation(s)
- L Warburton
- Department of Medical Oncology, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
| | - T M Meniawy
- Department of Medical Oncology, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
- School of Medicine and Pharmacology, University of Western Australia, Crawley, WA, Australia
| | - L Calapre
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
| | - M Pereira
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
| | - A McEvoy
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
| | - M Ziman
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
- School of Biomedical Science, University of Western Australia, Crawley, WA, Australia
| | - E S Gray
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia.
| | - M Millward
- Department of Medical Oncology, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
- School of Medicine and Pharmacology, University of Western Australia, Crawley, WA, Australia
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Nguyen MHT, Lin CH, Liu SM, Miyashita A, Ihn H, Lin H, Ng CH, Tsai JC, Chen MH, Tsai MS, Lin IY, Liu SC, Li LY, Fukushima S, Lu J, Ma N. miR-524-5p reduces the progression of the BRAF inhibitor-resistant melanoma. Neoplasia 2020; 22:789-799. [PMID: 33142243 PMCID: PMC7642759 DOI: 10.1016/j.neo.2020.10.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Revised: 10/07/2020] [Accepted: 10/12/2020] [Indexed: 12/16/2022] Open
Abstract
BRAF inhibitors were approved for the treatment of BRAF-mutant melanoma. However, most patients acquire the resistance to BRAF inhibitors after several months of treatment. miR-524-5p is considered as a tumor suppressor in many cancers, including melanoma. In this study, we investigated the biological functions of miR-524-5p in melanoma with acquired resistance to BRAF inhibitor and evaluated the endogenous miR-524-5p expression as a biomarker for melanoma. The results showed that the expression of miR-524-5p was 0.481-fold lower in melanoma tissues (n = 117) than in nevus tissues (n = 40). Overexpression of miR-524-5p significantly reduced proliferative, anchorage-independent growth, migratory and invasive abilities of BRAF inhibitor-resistant melanoma cells. Moreover, the introduction of miR-524-5p led to a reduced development of BRAF inhibitor-resistant melanoma in vivo. Remarkably, the MAPK/ERK signaling pathway was decreased after treatment with miR-524-5p. Furthermore, next-generation sequencing analysis implied that the complement system, leukocyte extravasation, liver X receptor/retinoid-X-receptor activation, and cAMP-mediated signaling may be related to miR-524-5p-induced pathways in the resistant cells. The miR-524-5p level was higher on average in complete response and long-term partial response patients than in progressive disease and short-term partial response patients treated with BRAF inhibitors. Our results proposed that miR-524-5p could be considered as a target for treatment BRAF inhibitor-resistant melanoma and a prognostic marker in the response of patients to BRAF inhibitors for melanoma.
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Affiliation(s)
- Mai-Huong Thi Nguyen
- Department of Biomedical Sciences and Engineering, National Central University, Taoyuan, Taiwan
| | - Chen-Huan Lin
- Department of Biomedical Sciences and Engineering, National Central University, Taoyuan, Taiwan
| | - Szu-Mam Liu
- Department of Biomedical Sciences and Engineering, National Central University, Taoyuan, Taiwan
| | - Azusa Miyashita
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hironobu Ihn
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hsuan Lin
- Department of Pediatrics, National Taiwan University Hospital and National Taiwan University Medical College, Taipei, Taiwan; Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Chi Hou Ng
- Genomics Research Center, Academia Sinica, Taipei, Taiwan; Genome and Systems Biology Degree Program, College of Life Science, National Taiwan University, Taipei, Taiwan
| | - Jen-Chieh Tsai
- Department of Biomedical Sciences and Engineering, National Central University, Taoyuan, Taiwan
| | - Ming-Hong Chen
- Department of Pathology, Saint Paul's Hospital, Taoyuan, Taiwan
| | - Mu-Shiun Tsai
- Department of Pathology, Landseed Hospital, Taoyuan, Taiwan
| | - In-Yu Lin
- Department of Biomedical Sciences and Engineering, National Central University, Taoyuan, Taiwan
| | - Shu-Chen Liu
- Department of Biomedical Sciences and Engineering, National Central University, Taoyuan, Taiwan
| | - Long-Yuan Li
- Department of Life Sciences, National Chung Hsing University, Taichung, Taiwan
| | - Satoshi Fukushima
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan.
| | - Jean Lu
- Genomics Research Center, Academia Sinica, Taipei, Taiwan; Genome and Systems Biology Degree Program, College of Life Science, National Taiwan University, Taipei, Taiwan; Department of Life Science, Tzu Chi University, Hualien, Taiwan; Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan; National Core Facility Program for Biotechnology, National RNAi Platform, Taipei, Taiwan.
| | - Nianhan Ma
- Department of Biomedical Sciences and Engineering, National Central University, Taoyuan, Taiwan.
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Vannas C, Bjursten S, Filges S, Fagman H, Ståhlberg A, Levin M. Dynamic ctDNA evaluation of a patient with BRAFV600E metastatic melanoma demonstrates the utility of ctDNA for disease monitoring and tumor clonality analysis. Acta Oncol 2020; 59:1388-1392. [PMID: 32772605 DOI: 10.1080/0284186x.2020.1802064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- C. Vannas
- Department of Oncology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Sahlgrenska Cancer Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - S. Bjursten
- Department of Oncology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - S. Filges
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - H. Fagman
- Sahlgrenska Cancer Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
- Department of Clinical Pathology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - A. Ståhlberg
- Sahlgrenska Cancer Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
- Department of Clinical Genetics and Genomics, Sahlgrenska University Hospital, Gothenburg, Sweden
- Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden
| | - M. Levin
- Department of Oncology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Wallenberg Laboratory for Cardiovascular Research, Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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44
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Marczynski GT, Laus AC, Dos Reis MB, Reis RM, Vazquez VDL. Circulating tumor DNA (ctDNA) detection is associated with shorter progression-free survival in advanced melanoma patients. Sci Rep 2020; 10:18682. [PMID: 33122747 PMCID: PMC7596487 DOI: 10.1038/s41598-020-75792-1] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Accepted: 10/20/2020] [Indexed: 02/07/2023] Open
Abstract
BRAF, NRAS and TERT mutations occur in more than 2/3 of melanomas. Its detection in patient's blood, as circulating tumor DNA (ctDNA), represents a possibility for identification and monitoring of metastatic disease. We proposed to standardize a liquid biopsy platform to identify hotspot mutations in BRAF, NRAS and TERT in plasma samples from advanced melanoma patients and investigate whether it was associated to clinical outcome. Firstly, we performed digital polymerase chain reaction using tumor cell lines for validation and determination of limit of detection (LOD) of each assay and screened plasma samples from healthy individuals to determine the limit of blank (LOB). Then, we selected 19 stage III and IV patients and determined the somatic mutations status in tumor tissue and track them in patients' plasma. We established a specific and sensitive methodology with a LOD ranging from 0.13 to 0.37%, and LOB ranging from of 0 to 5.201 copies/reaction. Somatic mutations occurred in 17/19 (89%) patients, of whom seven (41%) had ctDNA detectable their paired plasma. ctDNA detection was associated with shorter progression free survival (p = 0.01). In conclusion, our data support the use of ctDNA as prognosis biomarker, suggesting that patients with detectable levels have an unfavorable outcome.
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Affiliation(s)
- Gabriella Taques Marczynski
- Molecular Oncology Research Center, Barretos Cancer Hospital, 1331, Antenor Duarte Villela St, Barretos, SP, 14784-400, Brazil
| | - Ana Carolina Laus
- Molecular Oncology Research Center, Barretos Cancer Hospital, 1331, Antenor Duarte Villela St, Barretos, SP, 14784-400, Brazil
| | - Mariana Bisarro Dos Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, 1331, Antenor Duarte Villela St, Barretos, SP, 14784-400, Brazil
| | - Rui Manuel Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, 1331, Antenor Duarte Villela St, Barretos, SP, 14784-400, Brazil
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B's - PT Government Associate Laboratory, Braga, Guimarães, Portugal
| | - Vinicius de Lima Vazquez
- Molecular Oncology Research Center, Barretos Cancer Hospital, 1331, Antenor Duarte Villela St, Barretos, SP, 14784-400, Brazil.
- Surgery Department of Melanoma, Sarcoma and Mesenchymal Tumors, Barretos Cancer Hospital, Barretos, Brazil.
- Barretos School of Health Sciences Dr. Paulo Prata - FACISB, Barretos, Brazil.
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45
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Sacco A, Forgione L, Carotenuto M, De Luca A, Ascierto PA, Botti G, Normanno N. Circulating Tumor DNA Testing Opens New Perspectives in Melanoma Management. Cancers (Basel) 2020; 12:E2914. [PMID: 33050536 PMCID: PMC7601606 DOI: 10.3390/cancers12102914] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 10/06/2020] [Accepted: 10/08/2020] [Indexed: 12/21/2022] Open
Abstract
Malignant melanoma accounts for about 1% of all skin cancers, but it causes most of the skin cancer-related deaths. Circulating tumor DNA (ctDNA) testing is emerging as a relevant tool for the diagnosis and monitoring of cancer. The availability of highly sensitive techniques, including next generation sequencing (NGS)-based panels, has increased the fields of application of ctDNA testing. While ctDNA-based tests for the early detection of melanoma are not available yet, perioperative ctDNA analysis in patients with surgically resectable melanoma offers relevant prognostic information: i) the detection of ctDNA before surgery correlates with the extent and the aggressiveness of the disease; ii) ctDNA testing after surgery/adjuvant therapy identifies minimal residual disease; iii) testing ctDNA during the follow-up can detect a tumor recurrence, anticipating clinical/radiological progression. In patients with advanced melanoma, several studies have demonstrated that the analysis of ctDNA can better depict tumor heterogeneity and provides relevant prognostic information. In addition, ctDNA testing during treatment allows assessing the response to systemic therapy and identifying resistance mechanisms. Although validation in prospective clinical trials is needed for most of these approaches, ctDNA testing opens up new scenarios in the management of melanoma patients that could lead to improvements in the diagnosis and therapy of this disease.
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Affiliation(s)
- Alessandra Sacco
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy; (A.S.); (L.F.); (M.C.); (A.D.L.)
| | - Laura Forgione
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy; (A.S.); (L.F.); (M.C.); (A.D.L.)
| | - Marianeve Carotenuto
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy; (A.S.); (L.F.); (M.C.); (A.D.L.)
| | - Antonella De Luca
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy; (A.S.); (L.F.); (M.C.); (A.D.L.)
| | - Paolo A. Ascierto
- Department of Melanoma, Cancer Immunotherapy and Development Therapeutics, Istituto Nazionale Tumori IRCCS Fondazione Pascale, 80131 Napoli, Italy;
| | - Gerardo Botti
- Scientific Direction, Istituto Nazionale Tumori IRCCS Fondazione Pascale, 80131 Napoli, Italy;
| | - Nicola Normanno
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy; (A.S.); (L.F.); (M.C.); (A.D.L.)
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46
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Gebhardt C, Ascierto P, Atkinson V, Corrie P, Dummer R, Schadendorf D. The concepts of rechallenge and retreatment in melanoma: A proposal for consensus definitions. Eur J Cancer 2020; 138:68-76. [DOI: 10.1016/j.ejca.2020.07.016] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 07/15/2020] [Indexed: 02/08/2023]
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Ramesh N, Sei E, Tsai PC, Bai S, Zhao Y, Troncoso P, Corn PG, Logothetis C, Zurita AJ, Navin NE. Decoding the evolutionary response to prostate cancer therapy by plasma genome sequencing. Genome Biol 2020; 21:162. [PMID: 32631448 PMCID: PMC7336456 DOI: 10.1186/s13059-020-02045-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Accepted: 05/13/2020] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Investigating genome evolution in response to therapy is difficult in human tissue samples. To address this challenge, we develop an unbiased whole-genome plasma DNA sequencing approach that concurrently measures genomic copy number and exome mutations from archival cryostored plasma samples. This approach is applied to study longitudinal blood plasma samples from prostate cancer patients, where longitudinal tissue biopsies from the bone and other metastatic sites have been challenging to collect. RESULTS A molecular characterization of archival plasma DNA from 233 patients and genomic profiling of 101 patients identifies clinical correlations of aneuploid plasma DNA profiles with poor survival, increased plasma DNA concentrations, and lower plasma DNA size distributions. Deep-exome sequencing and genomic copy number profiling are performed on 23 patients, including 9 patients with matched metastatic tissues and 12 patients with serial plasma samples. These data show a high concordance in genomic alterations between the plasma DNA and metastatic tissue samples, suggesting the plasma DNA is highly representative of the tissue alterations. Longitudinal sequencing of 12 patients with 2-5 serial plasma samples reveals clonal dynamics and genome evolution in response to hormonal and chemotherapy. By performing an integrated evolutionary analysis, minor subclones are identified in 9 patients that expanded in response to therapy and harbored mutations associated with resistance. CONCLUSIONS This study provides an unbiased evolutionary approach to non-invasively delineate clonal dynamics and identify clones with mutations associated with resistance in prostate cancer.
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Affiliation(s)
- Naveen Ramesh
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX USA
- MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX USA
| | - Emi Sei
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Pei Ching Tsai
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Shanshan Bai
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Yuehui Zhao
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Patricia Troncoso
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Paul G. Corn
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX USA
- David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Christopher Logothetis
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX USA
- David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Amado J. Zurita
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX USA
- David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Nicholas E. Navin
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX USA
- MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX USA
- David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX USA
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX USA
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Vanni I, Tanda ET, Spagnolo F, Andreotti V, Bruno W, Ghiorzo P. The Current State of Molecular Testing in the BRAF-Mutated Melanoma Landscape. Front Mol Biosci 2020; 7:113. [PMID: 32695793 PMCID: PMC7338720 DOI: 10.3389/fmolb.2020.00113] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Accepted: 05/13/2020] [Indexed: 01/19/2023] Open
Abstract
The incidence of melanoma, among the most lethal cancers, is widespread and increasing. Metastatic melanoma has a poor prognosis, representing about 90% of skin cancer mortality. The increased knowledge of tumor biology and the greater understanding of the immune system role in the anti-tumor response has allowed us to develop a more rational approach to systemic therapies. The discovery of activating BRAF mutations in half of all melanomas has led to the development of molecularly targeted therapy with BRAF and MEK inhibitors, which dramatically improved outcomes of patients with stage IV BRAF-mutant melanoma. More recently, the results of clinical phase III studies conducted in the adjuvant setting led to the combined administration of BRAF and MEK inhibitors also in patients with resected high-risk melanoma (stage III). Therefore, BRAF mutation testing has become a priority to determine the oncologist's choice and course of therapy. In this review, we will report the molecular biology-based strategies used for BRAF mutation detection with the main advantages and disadvantages of the most commonly used diagnostic strategies. The timing of such molecular assessment in patients with cutaneous melanoma will be discussed, and we will also examine considerations and approaches for accurate and effective BRAF testing.
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Affiliation(s)
- Irene Vanni
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.,Genetics of Rare Cancers, Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
| | | | | | - Virginia Andreotti
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.,Genetics of Rare Cancers, Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
| | - William Bruno
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.,Genetics of Rare Cancers, Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
| | - Paola Ghiorzo
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.,Genetics of Rare Cancers, Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
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49
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Fernández-Lázaro D, García Hernández JL, Caballero García A, Caballero del Castillo A, Villaverde Hueso M, Cruz-Hernández JJ. Clinical Perspective and Translational Oncology of Liquid Biopsy. Diagnostics (Basel) 2020; 10:E443. [PMID: 32629823 PMCID: PMC7400430 DOI: 10.3390/diagnostics10070443] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 06/23/2020] [Accepted: 06/29/2020] [Indexed: 01/06/2023] Open
Abstract
The term liquid biopsy (LB) refers to the study of circulating tumor cells, circulating tumors nucleic acids free of cells or contained in exosomes, and information about platelets associated with tumors. LB can be performed in different biofluids and allows the limitations of tissue biopsy to be overcome offering possibilities of tumor identification reflecting in real time tumor heterogeneity. In addition, LB allows screening and early detection of cancer, real-time monitoring of therapy, stratification and therapeutic intervention, a therapeutic target and resistance mechanism, and a risk of metastatic relapse. Currently, LB has been shown to be effective for its application in different types of tumors including lung, colorectal, prostate, melanoma, breast and pancreatic cancer, by the determination and identification of biomarkers that with a high probability have the potential to change the way in which medical oncology could predict the course of the disease. These biomarkers make it possible to capture the heterogeneity of the cancer, monitor its clonal evolution, indicate new treatments or retreatments and evaluate the responses to different evolutionary and/or therapeutic pressures in the cancer disease.
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Affiliation(s)
- Diego Fernández-Lázaro
- Department of Cellular Biology, Histology and Pharmacology, Faculty of Health Sciences, University of Valladolid, Campus de Soria, 42003 Soria, Spain;
| | - Juan Luis García Hernández
- Cancer Research Centre, University of Salamanca, 37007 Salamanca, Spain;
- Institute of Biomedical Research of Salamanca, University Hospital of Salamanca (IBSAL), 3007 Salamanca, Spain;
| | - Alberto Caballero García
- Department of Anatomy and Radiology, Faculty of Health Sciences, University of Valladolid, Campus of Soria, 42003 Soria, Spain;
| | | | - María Villaverde Hueso
- Department of Cellular Biology, Histology and Pharmacology, Faculty of Health Sciences, University of Valladolid, Campus de Soria, 42003 Soria, Spain;
| | - Juan Jesús Cruz-Hernández
- Institute of Biomedical Research of Salamanca, University Hospital of Salamanca (IBSAL), 3007 Salamanca, Spain;
- Oncology Service, University Hospital of Salamanca, 37007 Salamanca, Spain;
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50
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Forschner A, Weißgraeber S, Hadaschik D, Schulze M, Kopp M, Kelkenberg S, Sinnberg T, Garbe C, Biskup S, Battke F. Circulating Tumor DNA Correlates with Outcome in Metastatic Melanoma Treated by BRAF and MEK Inhibitors - Results of a Prospective Biomarker Study. Onco Targets Ther 2020; 13:5017-5032. [PMID: 32581559 PMCID: PMC7280255 DOI: 10.2147/ott.s248237] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Accepted: 04/09/2020] [Indexed: 12/14/2022] Open
Abstract
Purpose BRAF and MEK inhibitors significantly improved the prognosis of metastatic melanoma. Nevertheless, initial treatment response may be only temporary. Liquid biopsies (LB) offer a possibility to monitor patients by measuring circulating tumor DNA (ctDNA). We sought to find out whether ctDNA can be used to reliably determine progressive disease under targeted therapy. In addition, we wanted to check whether ctDNA may represent a possible prognostic marker for survival. Patients and Methods We included 19 melanoma patients with BRAF and MEK inhibitor therapy. For each patient, a 710 gene panel was analyzed on the latest available tumor tissue before the start of therapy. Repetitive LB were collected in which BRAF V600E/K mutations were monitored using digital droplet PCR (ddPCR). We correlated radiological staging results and overall survival with ctDNA results. Results In 13 patients, ctDNA was detectable when starting targeted therapy, whereas in six patients, ddPCR was always negative, which we confirmed with ultra-deep sequencing. All patients with initially detectable ctDNA had ctDNA values declining to zero during follow-up, increasing again at the time of extracerebral progression or even slightly before detection by imaging. Survival was significantly worse for patients with elevated LDH (p=0.034) or detectable ctDNA (p=0.008) at the start of targeted therapy. Conclusion Therapy monitoring by ctDNA seems to be a reliable method for detecting extracranial progression, even more sensitive and specific than LDH or S100B. However, due to the small number of cases in our study, further studies are necessary.
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Affiliation(s)
- Andrea Forschner
- Center for Dermatooncology, Department of Dermatology, University Hospital Tuebingen, Tuebingen, Germany
| | | | - Dirk Hadaschik
- Center for Genomics and Transcriptomics (CeGaT) GmbH, Tuebingen, Germany
| | | | - Maria Kopp
- Center for Genomics and Transcriptomics (CeGaT) GmbH, Tuebingen, Germany
| | - Sabine Kelkenberg
- Center for Genomics and Transcriptomics (CeGaT) GmbH, Tuebingen, Germany
| | - Tobias Sinnberg
- Center for Dermatooncology, Department of Dermatology, University Hospital Tuebingen, Tuebingen, Germany
| | - Claus Garbe
- Center for Dermatooncology, Department of Dermatology, University Hospital Tuebingen, Tuebingen, Germany
| | - Saskia Biskup
- Center for Genomics and Transcriptomics (CeGaT) GmbH, Tuebingen, Germany.,Practice for Human Genetics, Tuebingen, Germany
| | - Florian Battke
- Center for Genomics and Transcriptomics (CeGaT) GmbH, Tuebingen, Germany
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