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Bartolomucci A, Nobrega M, Ferrier T, Dickinson K, Kaorey N, Nadeau A, Castillo A, Burnier JV. Circulating tumor DNA to monitor treatment response in solid tumors and advance precision oncology. NPJ Precis Oncol 2025; 9:84. [PMID: 40122951 PMCID: PMC11930993 DOI: 10.1038/s41698-025-00876-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Accepted: 03/11/2025] [Indexed: 03/25/2025] Open
Abstract
Circulating tumor DNA (ctDNA) has emerged as a dynamic biomarker in cancer, as evidenced by its increasing integration into clinical practice. Carrying tumor specific characteristics, ctDNA can be used to inform treatment selection, monitor response, and identify drug resistance. In this review, we provide a comprehensive, up-to-date summary of ctDNA in monitoring treatment response with a focus on lung, colorectal, and breast cancers, and discuss current challenges and future directions.
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Affiliation(s)
- Alexandra Bartolomucci
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Pathology, McGill University, Montreal, QC, Canada
| | - Monyse Nobrega
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Pathology, McGill University, Montreal, QC, Canada
| | - Tadhg Ferrier
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Pathology, McGill University, Montreal, QC, Canada
| | - Kyle Dickinson
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Nivedita Kaorey
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Pathology, McGill University, Montreal, QC, Canada
| | - Amélie Nadeau
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Pathology, McGill University, Montreal, QC, Canada
| | - Alberto Castillo
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Pathology, McGill University, Montreal, QC, Canada
| | - Julia V Burnier
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada.
- Department of Pathology, McGill University, Montreal, QC, Canada.
- Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada.
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2
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Raval H, Bhattacharya S. Early Detection, Precision Treatment, Recurrence Monitoring: Liquid Biopsy Transforms Colorectal Cancer Therapy. Curr Cancer Drug Targets 2025; 25:586-619. [PMID: 38623975 DOI: 10.2174/0115680096295070240318075023] [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: 11/26/2023] [Revised: 02/13/2024] [Accepted: 02/21/2024] [Indexed: 04/17/2024]
Abstract
Colorectal cancer (CRC) is a significant global health concern. We need ways to detect it early and determine the best treatments. One promising method is liquid biopsy, which uses cancer cells and other components in the blood to help diagnose and treat the disease. Liquid biopsies focus on three key elements: circulating tumor DNA (ctDNA), circulating microRNA (miRNA), and circulating tumor cells (CTC). By analyzing these elements, we can identify CRC in its early stages, predict how well a treatment will work, and even spot signs of cancer returning. This study investigates the world of liquid biopsy, a rapidly growing field. We want to understand how it can help us better recognize the molecular aspects of cancer, improve and diagnostics, tailor treatments to individual patients, and keep track of the disease over the long-term. We explored specific components of liquid biopsy, like extracellular vesicles and cell-free DNA, and how they are used to detect CRC. This review sheds light on the current state of knowledge and the many ways a liquid biopsy can be used in treating colorectal cancer. It can transform patient care, disease management, and clinical outcomes by offering non-invasive cancer-targeting solutions.
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Affiliation(s)
- Harshvardhan Raval
- Department of Pharmaceutics, School of Pharmacy and Technology Management, SVKM'S NMIMS Deemed-to-be University, Shirpur, Maharashtra, 425405, India
| | - Sankha Bhattacharya
- Department of Pharmaceutics, School of Pharmacy and Technology Management, SVKM'S NMIMS Deemed-to-be University, Shirpur, Maharashtra, 425405, India
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3
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Chen C, Chen S, Fu Y, Wei Y, Xie L, Chen M. Electrochemical sensing technology based on a ligation-initiated LAMP-assisted CRISPR/Cas12a system for high-specificity detection of EGFR E746-A750 deletion mutation. Biosens Bioelectron 2024; 263:116635. [PMID: 39116629 DOI: 10.1016/j.bios.2024.116635] [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: 04/27/2024] [Revised: 07/24/2024] [Accepted: 08/04/2024] [Indexed: 08/10/2024]
Abstract
Epidermal growth factor receptor (EGFR) mutation status is pivotal in predicting the efficacy of tyrosine kinase inhibitor treatments against tumors. Among EGFR mutations, the E746-A750 deletion is particularly common and accurately quantifying it can guide targeted therapies. This study introduces a novel visual sensing technology using the clustered regularly interspaced short palindromic repeats (CRISPR)/Cas12a system guided by ligation-initiated loop-mediated isothermal amplification (LAMP) to detect the del E746-A750 mutation in EGFR. Conventional LAMP primers were simplified by designing a pair of target-specific stem-loop DNA probes, enabling selective amplification of the target DNA. The CRISPR/Cas12a system was employed to identify the target nucleic acid and activate Cas12a trans-cleavage activity, thereby enhancing the specificity of the assay. Furthermore, the biosensor utilized high-performance nanomaterials such as triangular gold nanoparticles and graphdiyne, known for their large specific surface area, to enhance sensitivity effectively as a sensing platform. The proposed biosensor demonstrated outstanding specificity, achieving a low detection limit of 17 fM (S/N = 3). Consequently, this innovative strategy not only expands the application scope of CRISPR/Cas12a technology but also introduces a promising approach for clinical diagnostics in modern medicine.
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Affiliation(s)
- Cizhi Chen
- Clinical Laboratory, Clinical Medical College and the First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, 610500, PR China
| | - Siyu Chen
- School of Bioscience and Technology, Chengdu Medical College, Chengdu, Sichuan, 610500, PR China
| | - Yang Fu
- School of Bioscience and Technology, Chengdu Medical College, Chengdu, Sichuan, 610500, PR China
| | - Yuxin Wei
- School of Public Health, Chengdu Medical College, Chengdu, Sichuan, 610500, PR China
| | - Linzhi Xie
- School of Public Health, Chengdu Medical College, Chengdu, Sichuan, 610500, PR China
| | - Mei Chen
- Clinical Laboratory, Clinical Medical College and the First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, 610500, PR China.
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Varela M, Villatoro S, Lorenzo D, Piulats JM, Caminal JM. Optimizing ctDNA: An Updated Review of a Promising Clinical Tool for the Management of Uveal Melanoma. Cancers (Basel) 2024; 16:3053. [PMID: 39272911 PMCID: PMC11394595 DOI: 10.3390/cancers16173053] [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: 07/26/2024] [Revised: 08/23/2024] [Accepted: 08/26/2024] [Indexed: 09/15/2024] Open
Abstract
Uveal melanoma (UM) is the most common primary malignant intraocular tumor in adults. Distant metastasis is common, affecting around 50% of patients. Prognostic accuracy relies on molecular characterization of tumor tissue. In these patients, however, conventional biopsy can be challenging due to the difficulty of obtaining sufficient tissue for the analysis due to the small tumor size and/or post-brachytherapy shrinkage. An alternative approach is liquid biopsy, a non-invasive technique that allows for real-time monitoring of tumor dynamics. Liquid biopsy plays an increasingly prominent role in precision medicine, providing valuable information on the molecular profile of the tumor and treatment response. Liquid biopsy can facilitate early detection and can be used to monitor progression and recurrence. ctDNA-based tests are particularly promising due to their ease of integration into clinical practice. In this review, we discuss the application of ctDNA in liquid biopsies for UM. More specifically, we explore the emerging technologies in this field and the advantages and disadvantages of using different bodily fluids for liquid biopsy. Finally, we discuss the current barriers to routine clinical use of this technique.
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Affiliation(s)
- Mar Varela
- Department of Pathology, Hospital Universitari de Bellvitge, 08907 L'Hospitalet de Llobregat, Barcelona, Spain
- Laboratori Core d'Anàlisi Molecular, Hospital Universitari de Bellvitge-Institut Català d'Oncologia, 08907 L'Hospitalet de Llobregat, Barcelona, Spain
| | - Sergi Villatoro
- Department of Pathology, Hospital Universitari de Bellvitge, 08907 L'Hospitalet de Llobregat, Barcelona, Spain
- Laboratori Core d'Anàlisi Molecular, Hospital Universitari de Bellvitge-Institut Català d'Oncologia, 08907 L'Hospitalet de Llobregat, Barcelona, Spain
| | - Daniel Lorenzo
- Ophthalmology Department, Hospital Universitari de Bellvitge, 08907 L'Hospitalet de Llobregat, Barcelona, Spain
- Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Spain
| | - Josep Maria Piulats
- Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Spain
- Medical Oncology Department, Institut Català d'Oncologia, 08908 L'Hospitalet de Llobregat, Barcelona, Spain
| | - Josep Maria Caminal
- Ophthalmology Department, Hospital Universitari de Bellvitge, 08907 L'Hospitalet de Llobregat, Barcelona, Spain
- Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Spain
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5
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Claus J, De Smet D, Breyne J, Wesolowski J, Himpe U, Demedts I, Martens GA. Patient-centric thresholding of Cobas® EGFR mutation Test v2 for surveillance of EGFR-mutated metastatic non-small cell lung cancer. Sci Rep 2024; 14:18191. [PMID: 39107402 PMCID: PMC11303541 DOI: 10.1038/s41598-024-68350-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 07/23/2024] [Indexed: 08/10/2024] Open
Abstract
Cobas EGFR mutation Test v2 was FDA-approved as qualitative liquid biopsy for actionable EGFR variants in non-small cell lung cancer (NSCLC). It generates semiquantitative index (SQI) values that correlate with mutant allele levels, but decision thresholds for clinical use in NSCLC surveillance are lacking. We conducted long-term ctDNA monitoring in 20 subjects with EGFR-mutated NSCLC; resulting in a 155 on-treatment samples. We defined optimal SQI intervals to predict/rule-out progression within 12 weeks from sampling and performed orthogonal calibration versus deep-sequencing and digital PCR. SQI showed significant diagnostic power (AUC 0.848, 95% CI 0.782-0.901). SQI below 5 (63% of samples) had 93% (95% CI 87-96%) NPV, while SQI above 10 (25% of samples) had 69% (95% CI 56-80%) PPV. Cobas EGFR showed perfect agreement with sequencing (Kappa 0.860; 95% CI 0.674-1.00) and digital PCR. SQI values strongly (r: 0.910, 95% 0.821-0.956) correlated to mutant allele concentrations with SQI of 5 and 10 corresponding to 6-9 (0.2-0.3%) and 64-105 (1.1-1.6%) mutant allele copies/mL (VAF) respectively. Our dual-threshold classifier of SQI 0/5/10 yielded informative results in 88% of blood draws with high NPV and good overall clinical utility for patient-centric surveillance of metastatic NSCLC.
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Affiliation(s)
- Jonas Claus
- Department of Pulmonary Diseases, AZ Delta General Hospital, Roeselare, Belgium
| | - Dieter De Smet
- Department of Laboratory Medicine, AZ Delta General Hospital, Roeselare, Belgium
| | - Joke Breyne
- Department of Laboratory Medicine, AZ Delta General Hospital, Roeselare, Belgium
| | | | - Ulrike Himpe
- Department of Pulmonary Diseases, AZ Delta General Hospital, Roeselare, Belgium
| | - Ingel Demedts
- Department of Pulmonary Diseases, AZ Delta General Hospital, Roeselare, Belgium
| | - Geert A Martens
- Department of Laboratory Medicine, AZ Delta General Hospital, Roeselare, Belgium.
- Department of Biomolecular Medicine, Ghent University, Gent, Belgium.
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Li K, Zhu Q, Yang J, Zheng Y, Du S, Song M, Peng Q, Yang R, Liu Y, Qi L. Imaging and Liquid Biopsy for Distinguishing True Progression From Pseudoprogression in Gliomas, Current Advances and Challenges. Acad Radiol 2024; 31:3366-3383. [PMID: 38614827 DOI: 10.1016/j.acra.2024.03.019] [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: 12/10/2023] [Revised: 01/14/2024] [Accepted: 03/18/2024] [Indexed: 04/15/2024]
Abstract
RATIONALE AND OBJECTIVES Gliomas are aggressive brain tumors with a poor prognosis. Assessing treatment response is challenging because magnetic resonance imaging (MRI) may not distinguish true progression (TP) from pseudoprogression (PsP). This review aims to discuss imaging techniques and liquid biopsies used to distinguish TP from PsP. MATERIALS AND METHODS This review synthesizes existing literature to examine advances in imaging techniques, such as magnetic resonance diffusion imaging (MRDI), perfusion-weighted imaging (PWI) MRI, and liquid biopsies, for identifying TP or PsP through tumor markers and tissue characteristics. RESULTS Advanced imaging techniques, including MRDI and PWI MRI, have proven effective in delineating tumor tissue properties, offering valuable insights into glioma behavior. Similarly, liquid biopsy has emerged as a potent tool for identifying tumor-derived markers in biofluids, offering a non-invasive glimpse into tumor evolution. Despite their promise, these methodologies grapple with significant challenges. Their sensitivity remains inconsistent, complicating the accurate differentiation between TP and PSP. Furthermore, the absence of standardized protocols across platforms impedes the reliability of comparisons, while inherent biological variability adds complexity to data interpretation. CONCLUSION Their potential applications have been highlighted, but gaps remain before routine clinical use. Further research is needed to develop and validate these promising methods for distinguishing TP from PsP in gliomas.
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Affiliation(s)
- Kaishu Li
- Department of Neurosurgery, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China; Department of Neurosurgery & Medical Research Center, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), 1# Jiazi Road, Foshan, Guangdong 528300, China.; Department of Neurosurgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Qihui Zhu
- Department of Neurosurgery, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China
| | - Junyi Yang
- Department of Neurosurgery, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China
| | - Yin Zheng
- Department of Neurosurgery, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China
| | - Siyuan Du
- Institute of Digestive Disease of Guangzhou Medical University, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China
| | - Meihui Song
- Institute of Digestive Disease of Guangzhou Medical University, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China
| | - Qian Peng
- Institute of Digestive Disease of Guangzhou Medical University, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China
| | - Runwei Yang
- Department of Neurosurgery & Medical Research Center, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), 1# Jiazi Road, Foshan, Guangdong 528300, China
| | - Yawei Liu
- Department of Neurosurgery & Medical Research Center, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), 1# Jiazi Road, Foshan, Guangdong 528300, China
| | - Ling Qi
- Institute of Digestive Disease of Guangzhou Medical University, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China.
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Kaur P, Singh SK, Mishra MK, Singh S, Singh R. Promising Combinatorial Therapeutic Strategies against Non-Small Cell Lung Cancer. Cancers (Basel) 2024; 16:2205. [PMID: 38927911 PMCID: PMC11201636 DOI: 10.3390/cancers16122205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 06/10/2024] [Accepted: 06/11/2024] [Indexed: 06/28/2024] Open
Abstract
Non-small cell lung cancer (NSCLC) presents a complex and diverse disease, exhibiting variations at individuals' cellular and histological levels. This complexity gives rise to different subtypes and genetic mutations, posing challenges for accurate diagnosis and effective treatment. Nevertheless, continuous progress in medical research and therapies is continually shaping the landscape of NSCLC diagnosis and management. The treatment of NSCLC has undergone significant advancements in recent years, especially with the emergence of targeted therapies that have shown remarkable efficacy in patients with actionable mutations. This has ushered in the era of personalized medicine in NSCLC treatment, with improvements in molecular and immunohistochemical techniques contributing to enhanced progression-free survival. This review focuses on the latest progress, challenges, and future directions in developing targeted therapies for NSCLC, including tyrosine kinase inhibitors (TKIs), DNA-damaging agents, immunotherapy regimens, natural drug therapy, and nanobodies. Furthermore, recent randomized studies have demonstrated enhanced overall survival in patients receiving different targeted and natural drug therapies.
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Affiliation(s)
- Prabhjot Kaur
- Department of Microbiology, Biochemistry, and Immunology, Morehouse School of Medicine, Atlanta, GA 30310, USA; (P.K.); (S.K.S.); (S.S.)
| | - Santosh Kumar Singh
- Department of Microbiology, Biochemistry, and Immunology, Morehouse School of Medicine, Atlanta, GA 30310, USA; (P.K.); (S.K.S.); (S.S.)
| | - Manoj K. Mishra
- Cancer Biology Research and Training, Department of Biological Sciences, Alabama State University, Montgomery, AL 36014, USA;
| | - Shailesh Singh
- Department of Microbiology, Biochemistry, and Immunology, Morehouse School of Medicine, Atlanta, GA 30310, USA; (P.K.); (S.K.S.); (S.S.)
- Cancer Health Equity Institute, Morehouse School of Medicine, Atlanta, GA 30310, USA
| | - Rajesh Singh
- Department of Microbiology, Biochemistry, and Immunology, Morehouse School of Medicine, Atlanta, GA 30310, USA; (P.K.); (S.K.S.); (S.S.)
- Cancer Health Equity Institute, Morehouse School of Medicine, Atlanta, GA 30310, USA
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Goksel T, Özgür S, Vardarlı AT, Koç A, Karakuş HS, Özdemir TR, Erdoğan KM, Aldağ C, Veral A, Komurcuoglu B, Gursoy P, Arayici ME, Leblebici A, Yiğitbaşı T, Ellidokuz H, Basbinar Y. Prognostic and predictive role of liquid biopsy in lung cancer patients. Front Oncol 2024; 13:1275525. [PMID: 38304031 PMCID: PMC10830640 DOI: 10.3389/fonc.2023.1275525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 12/26/2023] [Indexed: 02/03/2024] Open
Abstract
INTRODUCTION Lung cancer (LC) is a leading cause of cancer-related mortality worldwide. Approximately 80% of LC cases are of the non-small cell lung cancer (NSCLC) type, and approximately two-thirds of these cases are diagnosed in advanced stages. Only systemic treatment methods can be applied to patients in the advanced stages when there is no chance of surgical treatment. Identification of mutations that cause LC is of vital importance in determining appropriate treatment methods. New noninvasive methods are needed to repeat and monitor these molecular analyses. In this regard, liquid biopsy (LB) is the most promising method. This study aimed to determine the effectiveness of LB in detecting EGFR executive gene mutations that cause LC. METHODS One hundred forty-six patients in stages IIIB and IV diagnosed with non-squamous cell non-small cell LC were included. Liquid biopsy was performed as a routine procedure in cases where no mutation was detected in solid tissue or in cases with progression after targeted therapy. Liquid biopsy samples were also obtained for the second time from 10 patients who showed progression under the applied treatment. Mutation analyses were performed using the Cobas® EGFR Test, a real-time PCR test designed to detect mutations in exons 18, 20, and 21 and changes in exon 19 of the EGFR gene. RESULTS Mutation positivity in paraffin blocks was 21.9%, whereas it was 32.2% in LB. Solids and LB were compatible in 16 patients. Additionally, while no mutation was found in solid tissue in the evaluation of 27 cases, it was detected in LB. It has been observed that new mutations can be detected not only at the time of diagnosis, but also in LB samples taken during the follow-up period, leading to the determination of targeted therapy. DISCUSSION The results showed that "liquid biopsy" is a successful and alternative non-invasive method for detecting cancer-causing executive mutations, given the limitations of conventional biopsies.
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Affiliation(s)
- Tuncay Goksel
- Department of Pulmonary Medicine, Ege University Faculty of Medicine, Izmir, Türkiye
- EgeSAM-Ege University Translational Pulmonary Research Center, Izmir, Türkiye
| | - Su Özgür
- EgeSAM-Ege University Translational Pulmonary Research Center, Izmir, Türkiye
| | - Aslı Tetik Vardarlı
- EgeSAM-Ege University Translational Pulmonary Research Center, Izmir, Türkiye
- Department of Medical Biology, Ege University Faculty of Medicine, Izmir, Türkiye
| | - Altuğ Koç
- Department of Translational Oncology, Institute of Oncology, Dokuz Eylul University, Izmir, Türkiye
| | - Haydar Soydaner Karakuş
- Department of Pulmonary Medicine, Ege University Faculty of Medicine, Izmir, Türkiye
- EgeSAM-Ege University Translational Pulmonary Research Center, Izmir, Türkiye
| | - Taha Reşid Özdemir
- Department of Medical Genetics, Health Sciences University, Izmir Tepecik Research and Training Hospital, Izmir, Türkiye
| | - Kadri Murat Erdoğan
- Department of Medical Genetics, Health Sciences University, Izmir Tepecik Research and Training Hospital, Izmir, Türkiye
| | - Ceyda Aldağ
- EgeSAM-Ege University Translational Pulmonary Research Center, Izmir, Türkiye
- Department of Biology, Ege University Faculty of Science, Izmir, Türkiye
| | - Ali Veral
- Department of Medical Pathology, Faculty of Medicine, Ege University, Izmir, Türkiye
| | - Berna Komurcuoglu
- Health Sciences University, Dr. Suat Seren Training and Research Hospital of Chest Diseases and Surgery, Izmir, Türkiye
| | - Pınar Gursoy
- Department of Medical Oncology, Faculty of Medicine, Ege University, Izmir, Türkiye
| | - Mehmet Emin Arayici
- Department of Cancer Epidemiology, Institute of Health Sciences, Dokuz Eylul University, Izmir, Türkiye
| | - Asim Leblebici
- Department of Translational Oncology, Institute of Health Sciences, Dokuz Eylul University, Izmir, Türkiye
| | - Türkan Yiğitbaşı
- Department of Medical Biochemistry, Faculty of Medicine, Istanbul Medipol University, Istanbul, Türkiye
| | - Hülya Ellidokuz
- Department of Preventive Oncology, Institute of Oncology, Dokuz Eylul University, Izmir, Türkiye
| | - Yasemin Basbinar
- Department of Translational Oncology, Institute of Oncology, Dokuz Eylul University, Izmir, Türkiye
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Thompson JC, Scholes DG, Carpenter EL, Aggarwal C. Molecular response assessment using circulating tumor DNA (ctDNA) in advanced solid tumors. Br J Cancer 2023; 129:1893-1902. [PMID: 37789101 PMCID: PMC10703899 DOI: 10.1038/s41416-023-02445-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 09/05/2023] [Accepted: 09/14/2023] [Indexed: 10/05/2023] Open
Abstract
The therapeutic landscape for patients with advanced malignancies has changed dramatically over the last twenty years. The growing number of targeted therapies and immunotherapeutic options available have improved response rates and survival for a subset of patients, however determining which patients will experience clinical benefit from these therapies in order to avoid potential toxicities and reduce healthcare costs remains a clinical challenge. Cell-free circulating tumor DNA (ctDNA) is shed by tumor cells into systemic circulation and is already an integral part of routine clinical practice for the non-invasive tumor genotyping in advanced non-small cell lung cancer as well as other malignancies. The short half-life of ctDNA offers a unique opportunity to utilize early on-treatment changes in ctDNA for real-time assessment of therapeutic response and outcome, termed molecular response. Here, we provide a summary and review of the use of molecular response for the prediction of outcomes in patients with advanced cancer, including the current state of science, its application in clinic, and next steps for the development of this predictive tool.
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Affiliation(s)
- Jeffrey C Thompson
- Division of Pulmonary, Allergy and Critical Care Medicine, Thoracic Oncology Group, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Abramson Cancer Center, Philadelphia, PA, USA.
| | - Dylan G Scholes
- Division of Hematology Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Center for Cancer Care Innovation, Philadelphia, PA, USA
| | - Erica L Carpenter
- Abramson Cancer Center, Philadelphia, PA, USA
- Division of Hematology Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Charu Aggarwal
- Abramson Cancer Center, Philadelphia, PA, USA
- Division of Hematology Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Penn Center for Cancer Care Innovation, Philadelphia, PA, USA
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10
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Watanabe K, Saito R, Miyauchi E, Nagashima H, Nakamura A, Sugawara S, Tanaka N, Terasaki H, Fukuhara T, Maemondo M. Monitoring of Plasma EGFR Mutations during Osimertinib Treatment for NSCLC Patients with Acquired T790M Mutation. Cancers (Basel) 2023; 15:4231. [PMID: 37686506 PMCID: PMC10486675 DOI: 10.3390/cancers15174231] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 08/18/2023] [Accepted: 08/21/2023] [Indexed: 09/10/2023] Open
Abstract
BACKGROUND Osimertinib was first approved for the treatment of non-small cell lung cancer (NSCLC) in patients who have developed the epidermal growth factor receptor (EGFR) T790M mutation after treatment with EGFR tyrosine kinase inhibitors (TKIs). We routinely evaluated the plasma of NSCLC patients with the T790M mutation to more rapidly detect an increase in disease activity and resistance to treatment. METHODS Eligible patients received osimertinib after resistance to the first- or second-generation of EGFR-TKIs in NSCLC harboring T790M mutation detectable in tumor tissue or plasma. Plasma samples were collected every 8 weeks during osimertinib treatment. The plasma analysis was performed using an improved PNA-LNA PCR clamp method. We tested samples for a resistance mechanism, including EGFR-activating, T790M, and C797S mutations, and assessed the association between the mutations and osimertinib treatment. RESULTS Of the 60 patients enrolled in the study, 58 were eligible for this analysis. In plasma collected before osimertinib treatment, activating mutations were detected in 47 of 58 patients (81.0%) and T790M was detected in 44 patients (75.9%). Activating mutations were cleared in 60.9% (28/46) and T790M was cleared in 93.0% (40/43). Of these, 71.4% (20/28) of activating mutations and 87.5% (35/40) of T790M mutation were cleared within 8 weeks of treatment. The total response rate (RR) was 53.4% (31/58). The median duration of treatment was 259 days, with a trend toward longer treatment duration in patients who experienced the clearance of activating mutations with osimertinib. At the time of disease progression during osimertinib treatment, C797S was detected in 3 of 37 patients (8.1%). CONCLUSION Plasma EGFR mutation analysis was effective in predicting the effect of osimertinib treatment.
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Affiliation(s)
- Kana Watanabe
- Department of Respiratory Medicine, Miyagi Cancer Center, Natori 981-1293, Japan; (K.W.)
| | - Ryota Saito
- Department of Respiratory Medicine, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan
| | - Eisaku Miyauchi
- Department of Respiratory Medicine, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan
| | - Hiromi Nagashima
- Division of Pulmonary Medicine, Iwate Medical University Graduate School of Medicine, Iwate 028-3895, Japan
| | - Atsushi Nakamura
- Department of Pulmonary Medicine, Sendai Kousei Hospital, Sendai 980-0873, Japan
| | - Shunichi Sugawara
- Department of Pulmonary Medicine, Sendai Kousei Hospital, Sendai 980-0873, Japan
| | - Nobuyuki Tanaka
- Division of Cancer Biology and Therapeutics, Miyagi Cancer Center Research Institute, Natori 981-1293, Japan
| | - Hiroshi Terasaki
- Molecular Genetic Research Department, LSI Medience Corporation, Tokyo 174-8555, Japan
| | - Tatsuro Fukuhara
- Department of Respiratory Medicine, Miyagi Cancer Center, Natori 981-1293, Japan; (K.W.)
| | - Makoto Maemondo
- Division of Pulmonary Medicine, Department of Medicine, Jichi Medical University, Tochigi 329-0498, Japan
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11
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Garon EB, Reck M, Nishio K, Heymach JV, Nishio M, Novello S, Paz-Ares L, Popat S, Aix SP, Graham H, Butts BD, Visseren-Grul C, Nakagawa K. Ramucirumab plus erlotinib versus placebo plus erlotinib in previously untreated EGFR-mutated metastatic non-small-cell lung cancer (RELAY): exploratory analysis of next-generation sequencing results. ESMO Open 2023; 8:101580. [PMID: 37390764 PMCID: PMC10485403 DOI: 10.1016/j.esmoop.2023.101580] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 04/12/2023] [Accepted: 05/08/2023] [Indexed: 07/02/2023] Open
Abstract
BACKGROUND Ramucirumab plus erlotinib (RAM + ERL) demonstrated superior progression-free survival (PFS) over placebo + ERL (PBO + ERL) in the phase III RELAY study of patients with epidermal growth factor receptor (EGFR)-mutated metastatic non-small-cell lung cancer (EGFR+ mNSCLC; NCT02411448). Next-generation sequencing (NGS) was used to identify clinically relevant alterations in circulating tumor DNA (ctDNA) and explore their impact on treatment outcomes. PATIENTS AND METHODS Eligible patients with EGFR+ mNSCLC were randomized 1 : 1 to ERL (150 mg/day) plus RAM (10 mg/kg)/PBO every 2 weeks. Liquid biopsies were to be prospectively collected at baseline, cycle 4 (C4), and postdiscontinuation follow-up. EGFR and co-occurring/treatment-emergent (TE) genomic alterations in ctDNA were analyzed using Guardant360 NGS platform. RESULTS In those with valid baseline samples, detectable activating EGFR alterations in ctDNA (aEGFR+) were associated with shorter PFS [aEGFR+: 12.7 months (n = 255) versus aEGFR-: 22.0 months (n = 131); hazard ratio (HR) = 1.87, 95% confidence interval (CI) 1.42-2.51]. Irrespective of detectable/undetectable baseline aEGFR, RAM + ERL was associated with longer PFS versus PBO + ERL [aEGFR+: median PFS (mPFS) = 15.2 versus 11.1 months, HR = 0.63, 95% CI 0.46-0.85; aEGFR-: mPFS = 22.1 versus 19.2 months, HR = 0.80, 95% CI 0.49-1.30]. Baseline alterations co-occurring with aEGFR were identified in 69 genes, most commonly TP53 (43%), EGFR (other than aEGFR; 25%), and PIK3CA (10%). PFS was longer in RAM + ERL, irrespective of baseline co-occurring alterations. Clearance of baseline aEGFR by C4 was associated with longer PFS (mPFS = 14.1 versus 7.0 months, HR = 0.481, 95% CI 0.33-0.71). RAM + ERL improved PFS outcomes, irrespective of aEGFR mutation clearance. TE gene alterations were most commonly in EGFR [T790M (29%), other (19%)] and TP53 (16%). CONCLUSIONS Baseline aEGFR alterations in ctDNA were associated with shorter mPFS. RAM + ERL was associated with improved PFS outcomes, irrespective of detectable/undetectable aEGFR, co-occurring baseline alterations, or aEGFR+ clearance by C4. aEGFR+ clearance by C4 was associated with improved PFS outcomes. Monitoring co-occurring alterations and aEGFR+ clearance may provide insights into mechanisms of EGFR tyrosine kinase inhibitor resistance and the patients who may benefit from intensified treatment schedules.
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Affiliation(s)
- E B Garon
- David Geffen School of Medicine at University of California Los Angeles/TRIO-US Network, Los Angeles, USA.
| | - M Reck
- LungenClinic, Airway Research Center North (ARCN), German Center for Lung Research (DZL), Grosshansdorf, Germany
| | - K Nishio
- Department of Medical Oncology, Kindai University, Osaka, Japan
| | - J V Heymach
- Department of Thoracic/Head & Neck Medical Oncology, University of Texas, MD Anderson Cancer Center, Houston, USA; Department of Cancer Biology, University of Texas, MD Anderson Cancer Center, Houston, USA
| | - M Nishio
- Department of Thoracic Medical Oncology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - S Novello
- Department of Oncology, AOU San Luigi, University of Turin, Turin, Italy
| | - L Paz-Ares
- Medical Oncology Department, Hospital Universitario Doce de Octubre, Madrid, Spain
| | - S Popat
- Royal Marsden NHS Trust, London, UK
| | - S Ponce Aix
- Hospital Universitario 12 de Octubre, Madrid, Spain
| | - H Graham
- Eli Lilly and Company, Indianapolis, USA
| | - B D Butts
- Eli Lilly and Company, Indianapolis, USA
| | | | - K Nakagawa
- Department of Medical Oncology, Kindai University Faculty of Medicine, Osaka, Japan
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12
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Mangum R, Reuther J, Baksi KS, Gandhi I, Zabriskie RC, Recinos A, Raesz-Martinez R, Lin FY, Potter SL, Sher AC, Kralik SF, Mohila CA, Chintagumpala MM, Muzny D, Hu J, Gibbs RA, Fisher KE, Bernini JC, Gill J, Griffin TC, Tomlinson GE, Vallance KL, Plon SE, Roy A, Parsons DW. Circulating tumor DNA sequencing of pediatric solid and brain tumor patients: An institutional feasibility study. Pediatr Hematol Oncol 2023; 40:719-738. [PMID: 37366551 PMCID: PMC10592361 DOI: 10.1080/08880018.2023.2228837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 05/15/2023] [Accepted: 06/01/2023] [Indexed: 06/28/2023]
Abstract
The potential of circulating tumor DNA (ctDNA) analysis to serve as a real-time "liquid biopsy" for children with central nervous system (CNS) and non-CNS solid tumors remains to be fully elucidated. We conducted a study to investigate the feasibility and potential clinical utility of ctDNA sequencing in pediatric patients enrolled on an institutional clinical genomics trial. A total of 240 patients had tumor DNA profiling performed during the study period. Plasma samples were collected at study enrollment from 217 patients and then longitudinally from a subset of patients. Successful cell-free DNA extraction and quantification occurred in 216 of 217 (99.5%) of these initial samples. Twenty-four patients were identified whose tumors harbored 30 unique variants that were potentially detectable on a commercially-available ctDNA panel. Twenty of these 30 mutations (67%) were successfully detected by next-generation sequencing in the ctDNA from at least one plasma sample. The rate of ctDNA mutation detection was higher in patients with non-CNS solid tumors (7/9, 78%) compared to those with CNS tumors (9/15, 60%). A higher ctDNA mutation detection rate was also observed in patients with metastatic disease (9/10, 90%) compared to non-metastatic disease (7/14, 50%), although tumor-specific variants were detected in a few patients in the absence of radiographic evidence of disease. This study illustrates the feasibility of incorporating longitudinal ctDNA analysis into the management of relapsed or refractory patients with childhood CNS or non-CNS solid tumors.
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Affiliation(s)
- Ross Mangum
- Center for Cancer and Blood Disorders, Phoenix Children’s Hospital, Phoenix, Arizona
| | - Jacquelyn Reuther
- Department of Pathology & Immunology, Baylor College of Medicine, Houston, Texas
| | - Koel Sen Baksi
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Ilavarasi Gandhi
- Department of Pathology & Immunology, Baylor College of Medicine, Houston, Texas
| | - Ryan C. Zabriskie
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Alva Recinos
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Robin Raesz-Martinez
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Frank Y. Lin
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
- The Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Samara L. Potter
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, Ohio
- Department of Pediatrics, The Ohio State University, Columbus, Ohio
| | - Andrew C. Sher
- Department of Radiology, Texas Children’s Hospital, Houston, Texas
| | | | - Carrie A. Mohila
- Department of Pathology & Immunology, Baylor College of Medicine, Houston, Texas
- Department of Pathology, Texas Children’s Hospital, Houston, Texas
| | - Murali M. Chintagumpala
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
- The Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Donna Muzny
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas
- The Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas
| | - Jianhong Hu
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas
- The Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas
| | - Richard A Gibbs
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas
- The Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas
| | - Kevin E. Fisher
- Department of Pathology & Immunology, Baylor College of Medicine, Houston, Texas
- The Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Pathology, Texas Children’s Hospital, Houston, Texas
| | - Juan Carlos Bernini
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Jonathan Gill
- Division of Pediatrics, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Timothy C. Griffin
- Department of Hematology Oncology, The Children’s Hospital of San Antonio, Baylor College of Medicine, San Antonio, Texas
| | - Gail E Tomlinson
- Greehey Children’s Cancer Research Institute, UT Health San Antonio, San Antonio, Texas
| | - Kelly L. Vallance
- Hematology and Oncology, Cook Children’s Medical Center, Fort Worth, Texas
| | - Sharon E. Plon
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
- The Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas
- The Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas
| | - Angshumoy Roy
- Department of Pathology & Immunology, Baylor College of Medicine, Houston, Texas
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
- The Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Pathology, Texas Children’s Hospital, Houston, Texas
| | - D. Williams Parsons
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
- The Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Pathology, Texas Children’s Hospital, Houston, Texas
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas
- The Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas
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13
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Li S, Hu R, Small C, Kang TY, Liu CC, Zhou XJ, Li W. cfSNV: a software tool for the sensitive detection of somatic mutations from cell-free DNA. Nat Protoc 2023; 18:1563-1583. [PMID: 36849599 PMCID: PMC10411976 DOI: 10.1038/s41596-023-00807-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 11/24/2022] [Indexed: 03/01/2023]
Abstract
Cell-free DNA (cfDNA) in blood, viewed as a surrogate for tumor biopsy, has many clinical applications, including diagnosing cancer, guiding cancer treatment and monitoring treatment response. All these applications depend on an indispensable, yet underdeveloped task: detecting somatic mutations from cfDNA. The task is challenging because of the low tumor fraction in cfDNA. Recently, we developed the computational method cfSNV, the first method that comprehensively considers the properties of cfDNA for the sensitive detection of mutations from cfDNA. cfSNV vastly outperformed the conventional methods that were developed primarily for calling mutations from solid tumor tissues. cfSNV can accurately detect mutations in cfDNA even with medium-coverage (e.g., ≥200×) sequencing, which makes whole-exome sequencing (WES) of cfDNA a viable option for various clinical utilities. Here, we present a user-friendly cfSNV package that exhibits fast computation and convenient user options. We also built a Docker image of it, which is designed to enable researchers and clinicians with a limited computational background to easily carry out analyses on both high-performance computing platforms and local computers. Mutation calling from a standard preprocessed WES dataset (~250× and ~70 million base pair target size) can be carried out in 3 h on a server with eight virtual CPUs and 32 GB of random access memory.
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Affiliation(s)
- Shuo Li
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | - Ran Hu
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
- Bioinformatics Interdepartmental Graduate Program, University of California at Los Angeles, Los Angeles, CA, USA
- Institute for Quantitative & Computational Biosciences, University of California at Los Angeles, Los Angeles, CA, USA
| | - Colin Small
- Institute for Quantitative & Computational Biosciences, University of California at Los Angeles, Los Angeles, CA, USA
| | | | - Chun-Chi Liu
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
- EarlyDiagnostics Inc., Los Angeles, CA, USA
| | - Xianghong Jasmine Zhou
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA.
- Institute for Quantitative & Computational Biosciences, University of California at Los Angeles, Los Angeles, CA, USA.
- EarlyDiagnostics Inc., Los Angeles, CA, USA.
| | - Wenyuan Li
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA.
- EarlyDiagnostics Inc., Los Angeles, CA, USA.
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14
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Crucitta S, Ruglioni M, Novi C, Manganiello M, Arici R, Petrini I, Pardini E, Cucchiara F, Marmorino F, Cremolini C, Fogli S, Danesi R, Del Re M. Comparison of digital PCR systems for the analysis of liquid biopsy samples of patients affected by lung and colorectal cancer. Clin Chim Acta 2023; 541:117239. [PMID: 36736684 DOI: 10.1016/j.cca.2023.117239] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 12/31/2022] [Accepted: 01/26/2023] [Indexed: 02/05/2023]
Abstract
BACKGROUND AND AIMS Highly sensitive technologies are available for the molecular characterization of solid tumors, including digital PCR (dPCR). Liquid biopsy, based on the analysis of cell-free DNA (cfDNA), is often used to assess EGFR or RAS alterations in lung and colorectal cancers. Our study aimed to compare the results of two different dPCR platforms for the detection of mutations in cfDNA. METHODS Plasma samples from lung and colorectal cancer patients collected as per routine procedures have been tested. cfDNA Was extracted from plasma, and samples were screened on the droplet digital PCR (ddPCR, BioRad) and solid dPCR QIAcuity (Qiagen). RESULTS A total of 42 samples were analyzed, obtained from 20 Non-Small Cell Lung Cancer (NSCLC) patients carrying an EGFR or a KRAS mutation on tissue at diagnosis, and from 22 samples of colorectal cancer (CRC) patients, 10 of which presenting a KRAS mutation. EGFR mutation detection was 58.8% for ddPCR and 100% for dPCR (κ = 0.54; 95% CI, 0.37-0.71), compared to tissue results. The detection rate for RAS mutations was 72.7% for ddPCR and 86.4% for dPCR (κ = 0.34; 95% CI, 0.01-0.68), compared to tissue results. CONCLUSIONS This study showed moderate agreement between dPCR and ddPCR. Sampling effect or threshold settings may potentially explain the differences in the cfDNA data between the two different platforms.
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Affiliation(s)
- Stefania Crucitta
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Martina Ruglioni
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Claudia Novi
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Mascia Manganiello
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Roberta Arici
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Iacopo Petrini
- Unit of Pneumology, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | - Eleonora Pardini
- Unit of Pneumology, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | - Federico Cucchiara
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Federica Marmorino
- Unit of Medical Oncology, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Chiara Cremolini
- Unit of Medical Oncology, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Stefano Fogli
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Romano Danesi
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.
| | - Marzia Del Re
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
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15
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Friedman JS, Hertz CAJ, Karajannis MA, Miller AM. Tapping into the genome: the role of CSF ctDNA liquid biopsy in glioma. Neurooncol Adv 2022; 4:ii33-ii40. [PMID: 36380863 PMCID: PMC9650472 DOI: 10.1093/noajnl/vdac034] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Liquid biopsy has emerged as a novel noninvasive tool in cancer diagnostics. While significant strides have been made in other malignancies using liquid biopsy for diagnosis, disease monitoring, and treatment selection, development of these assays has been more challenging for brain tumors. Recently, research in primary and metastatic brain tumors has begun to harness the potential utility of liquid biopsy-particularly using circulating tumor DNA (ctDNA). Initial studies to identify ctDNA in plasma of brain tumor patients have shown feasibility, but the yield of ctDNA is far below that for other malignancies. Attention has therefore turned to the cerebrospinal fluid (CSF) as a more robust source of ctDNA. This review discusses the unique considerations in liquid biopsy for glioma and places them in the context of the work to date. We address the utility of CSF liquid biopsy for diagnosis, longitudinal monitoring, tracking tumor evolution, clinical trial eligibility, and prognostication. We discuss the differences in assay requirements for each clinical application to best optimize factors such as efficacy, cost, and speed. Ultimately, CSF liquid biopsy has the potential to transform how we manage primary brain tumor patients.
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Affiliation(s)
- Joshua S Friedman
- Department of Neurology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Charli Ann J Hertz
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Matthias A Karajannis
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Alexandra M Miller
- Corresponding Author: Alexandra M. Miller, MD, PhD, Department of Neurology and Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York NY 10065, USA ()
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16
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Serna-Blasco R, Sánchez-Herrero E, Robado de Lope L, Sanz-Moreno S, Rodríguez-Festa A, Ares-Trotta D, Cruz-Bermúdez A, Franco F, Sánchez-Hernández A, Campayo MDJ, García-Girón C, Dómine M, Blasco A, Sánchez JM, Oramas J, Bosch-Barrera J, Sala MÁ, Sereno M, Romero A, Provencio M. Molecular Divergence upon EGFR-TKI Resistance Could Be Dependent on the Exon Location of the Original EGFR-Sensitizing Mutation. Cancers (Basel) 2022; 14:4446. [PMID: 36139605 PMCID: PMC9496947 DOI: 10.3390/cancers14184446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 09/07/2022] [Accepted: 09/08/2022] [Indexed: 11/17/2022] Open
Abstract
Tumor molecular profiling upon disease progression enables investigations of the tumor evolution. Next-generation sequencing (NGS) of liquid biopsies constitutes a noninvasive readily available source of tumor molecular information. In this study, 124 plasma samples from advanced EGFR-positive NSCLC patients, treated with a first-line EGFR tyrosine kinase inhibitor (EGFR-TKI) were collected upon disease progression. The circulating cell-free DNA (cfDNA) was sequenced using the Oncomine Pan-Cancer Cell-Free Assay™. Excluding EGFR mutations, the most frequently mutated gene was TP53 (57.3%), followed by APC (11.3%), FGFR3 (7.3%), and KRAS (5.6%). Different molecular alterations were observed upon disease progression depending on the location of the original EGFR-sensitizing mutation. Specifically, the detection of the p.T790M mutation was significantly associated with the presence of exon 19 mutations in EGFR (Fisher p-value: 0.028). All KRAS activating mutations (n = 8) were detected in tumors with EGFR mutations in exons 18 and 21 (Fisher p-value < 0.001). Similarly, mutations in NRAS and HRAS were more frequently detected in samples from tumors harboring mutations in exons 18 or 21 (Fisher p-value: 0.050 and Fisher p-value: 0.099, respectively). In conclusion, our data suggest that the mechanisms underlying EGFR-TKI resistance could be dependent on the exon location of the original EGFR-sensitizing mutation.
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Affiliation(s)
- Roberto Serna-Blasco
- Liquid Biopsy Laboratory, Instituto de Investigación Sanitaria Hospital Puerta de Hierro—Segovia de Arana, 28222 Madrid, Spain
| | - Estela Sánchez-Herrero
- Liquid Biopsy Laboratory, Instituto de Investigación Sanitaria Hospital Puerta de Hierro—Segovia de Arana, 28222 Madrid, Spain
- I+D Department, Atrys Health, 08025 Barcelona, Spain
| | - Lucía Robado de Lope
- Liquid Biopsy Laboratory, Instituto de Investigación Sanitaria Hospital Puerta de Hierro—Segovia de Arana, 28222 Madrid, Spain
| | - Sandra Sanz-Moreno
- Liquid Biopsy Laboratory, Instituto de Investigación Sanitaria Hospital Puerta de Hierro—Segovia de Arana, 28222 Madrid, Spain
| | - Alejandro Rodríguez-Festa
- Liquid Biopsy Laboratory, Instituto de Investigación Sanitaria Hospital Puerta de Hierro—Segovia de Arana, 28222 Madrid, Spain
| | - Dunixe Ares-Trotta
- Liquid Biopsy Laboratory, Instituto de Investigación Sanitaria Hospital Puerta de Hierro—Segovia de Arana, 28222 Madrid, Spain
| | - Alberto Cruz-Bermúdez
- Liquid Biopsy Laboratory, Instituto de Investigación Sanitaria Hospital Puerta de Hierro—Segovia de Arana, 28222 Madrid, Spain
| | - Fabio Franco
- Medical Oncology, Hospital Puerta de Hierro, 28222 Majadahonda, Spain
| | | | - María de Julián Campayo
- Medical Oncology, Hospital Provincial Centre de Castelló, 120002 Castellón de La Plana, Spain
| | | | - Manuel Dómine
- Medical Oncology, Fundación Jiménez Díaz, 28040 Madrid, Spain
| | - Ana Blasco
- Medical Oncology, Hospital General Universitario Valencia, 46014 Valencia, Spain
| | - José M. Sánchez
- Medical Oncology, Hospital de La Princesa, 28006 Madrid, Spain
| | - Juana Oramas
- Medical Oncology, Hospital Universitario de Canarias, 38320 La Laguna, Spain
| | | | - María Á. Sala
- Medical Oncology, Hospital Basurto, 48013 Bilbao, Spain
| | - María Sereno
- Medical Oncology, Hospital Universitario Infanta Sofía, 28703 San Sebastián de Los Reyes, Spain
| | - Atocha Romero
- Liquid Biopsy Laboratory, Instituto de Investigación Sanitaria Hospital Puerta de Hierro—Segovia de Arana, 28222 Madrid, Spain
- Medical Oncology, Hospital Puerta de Hierro, 28222 Majadahonda, Spain
| | - Mariano Provencio
- Medical Oncology, Hospital Puerta de Hierro, 28222 Majadahonda, Spain
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Circulating EGFR Mutations in Patients with Lung Adenocarcinoma by Circulating Tumor Cell Isolation Systems: A Concordance Study. Int J Mol Sci 2022; 23:ijms231810661. [PMID: 36142574 PMCID: PMC9505961 DOI: 10.3390/ijms231810661] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/28/2022] [Accepted: 09/09/2022] [Indexed: 11/16/2022] Open
Abstract
Background: We developed a hybrid platform using a negative combined with a positive selection strategy to capture circulating tumor cells (CTCs) and detect epidermal growth factor receptor (EGFR) mutations in patients with metastatic lung adenocarcinoma. Methods: Blood samples were collected from patients with pathology-proven treatment-naïve stage IV lung adenocarcinoma. Genomic DNA was extracted from CTCs collected for EGFR mutational tests. The second set of CTC-EGFR mutational tests were performed after three months of anti-cancer therapy. Results: A total of 80 samples collected from 28 patients enrolled between July 2016 and August 2018. Seventeen patients had EGFR mutations, including Exon 19 deletion (n = 11), L858R (n = 5), and de-novo T790 and L858R (n = 1). Concordance between tissue and CTCs before treatment was 88.2% in EGFR- mutant patients and 90.9% in non-mutant patients. The accuracy, sensitivity, specificity, positive predictive value, and negative predictive value of EGFR mutation tests for CTCs were 89.3%, 88.2%, 90.9%, 93.8%, and 83.3%, respectively. Conclusions: CTCs captured by a hybrid platform using a negative and positive selection strategy may serve as a suitable and reliable source of lung cancer tumor DNA for detecting EGFR mutations, including T790M.
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18
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Luo YH, Liu H, Wampfler JA, Tazelaar HD, Li Y, Peikert T, Liu D, Leventakos K, Chen YM, Yang Y, Chiou SH, Yang P. Real-world efficacy of osimertinib in previously EGFR-TKI treated NSCLC patients without identification of T790M mutation. J Cancer Res Clin Oncol 2022; 148:2099-2114. [PMID: 34436667 PMCID: PMC9945911 DOI: 10.1007/s00432-021-03766-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Accepted: 08/14/2021] [Indexed: 02/05/2023]
Abstract
BACKGROUND The efficacy of osimertinib in previously EGFR-TKI-treated NSCLC without identification of T790M mutational status remains unclear in real-world practice. PATIENTS AND METHODS 417 patients had stage III-IV NSCLC harboring EGFR mutation and 154 out of 417 patients receiving osimertinib as ≥ second-line EGFR-TKI were identified. The time to treatment failure and risk of death were analyzed. RESULTS Higher risk of death was found in EGFR-mutant patients with age ≥ 65 years, non-adenocarcinoma, no surgery or radiation, non-exon 19 deletion/exon 21 L858R, higher ECOG PS (2-4), PD-L1 expression ≥ 50%, and bone/liver/adrenal metastasis (all p < 0.05). Osimertinib as ≥ second-line TKI in patients with/without identification of T790M revealed lower risk of death compared to first-line first/second generation TKI without subsequent osimertinib (p = 0.0002; 0.0232, respectively). However, osimertinib-treated patients with T790M did not have superior survival than those without (p = 0.2803). A higher risk of treatment failure for osimertinib was found in males, patients with first-line TKI duration ≤ 12 months, BMI drop > 10%, and PD-L1 expression ≥ 50% (All p < 0.05). Nonetheless, osimertinib as ≥ second-line TKI in patients without identification of 790 M did not have higher risk of treatment failure than those with T790M (p = 0.1236). CONCLUSIONS This study demonstrates that osimertinib as second line or subsequent TKI in EGFR-TKI-treated patients without identification of T790M revealed lower risk of death compared to first-line first/second generation TKI without subsequent osimertinib, in real-world practice. Additionally, EGFR-mutant patients with PD-L1 expression ≥ 50% had a higher risk of treatment failure for osimertinib and worse overall survival than those with PD-L1 expression < 50%. These results suggest that osimertinib as second line or subsequent TKI may be a potential alternative option for the treatment of patients without identification of T790M and PD-L1 expression ≥ 50% is associated with a significantly poor outcome in patients receiving osimertinib.
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Affiliation(s)
- Yung-Hung Luo
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Han Liu
- Department of Respiratory Medicine, The First Hospital of Jilin University, Changchun, China
| | - Jason A Wampfler
- Division of Biomedical Statistics and Informatics, Department of Health Science Research, Mayo Clinic, Rochester, MN, USA
| | - Henry D Tazelaar
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Scottsdale, AZ, USA
| | - Yalun Li
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Tobias Peikert
- Division of Pulmonary and Critical Care, Mayo Clinic, Rochester, MN, USA
| | - Dan Liu
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
| | | | - Yuh-Min Chen
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Taipei Cancer Center, Taipei Medical University, Taipei, Taiwan
| | - Yanan Yang
- Thoracic Disease Research Unit, Division of Pulmonary and Critical Care Medicine, College of Medicine and Science, Mayo Clinic, Rochester, MN, USA
- Department of Biochemistry and Molecular Biology, College of Medicine and Science, Mayo Clinic, Rochester, MN, USA
- Developmental Therapeutics and Cell Biology Programs, Mayo Clinic Cancer Center, Rochester, MN, USA
| | - Shih-Hwa Chiou
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Ping Yang
- Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic, 13400 E Shea Blvd, Scottsdale, AZ, USA.
- Department of Health Sciences Research, Mayo Clinic, Scottsdale, AZ, USA.
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19
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Pesta M, Shetti D, Kulda V, Knizkova T, Houfkova K, Bagheri MS, Svaton M, Polivka J. Applications of Liquid Biopsies in Non-Small-Cell Lung Cancer. Diagnostics (Basel) 2022; 12:1799. [PMID: 35892510 PMCID: PMC9330570 DOI: 10.3390/diagnostics12081799] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 07/19/2022] [Accepted: 07/22/2022] [Indexed: 11/17/2022] Open
Abstract
The concept of liquid biopsy as an analysis tool for non-solid tissue carried out for the purpose of providing information about solid tumors was introduced approximately 20 years ago. Additional to the detection of circulating tumor cells (CTCs), the liquid biopsy approach quickly included the analysis of circulating tumor DNA (ctDNA) and other tumor-derived markers such as circulating cell-free RNA or extracellular vesicles. Liquid biopsy is a non-invasive technique for detecting multiple cancer-associated biomarkers that is easy to obtain and can reflect the characteristics of the entire tumor mass. Currently, ctDNA is the key component of the liquid biopsy approach from the point of view of the prognosis assessment, prediction, and monitoring of the treatment of non-small-cell lung cancer (NSCLC) patients. ctDNA in NSCLC patients carries variants or rearrangements that drive carcinogenesis, such as those in EGFR, KRAS, ALK, or ROS1. Due to advances in pharmacology, these variants are the subject of targeted therapy. Therefore, the detection of these variants has gained attention in clinical medicine. Recently, methods based on qPCR (ddPCR, BEAMing) and next-generation sequencing (NGS) are the most effective approaches for ctDNA analysis. This review addresses various aspects of the use of liquid biopsy with an emphasis on ctDNA as a biomarker in NSCLC patients.
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Affiliation(s)
- Martin Pesta
- Department of Biology, Faculty of Medicine in Pilsen, Charles University, Alej Svobody 1655/76, 323 00 Plzen, Czech Republic; (D.S.); (T.K.); (K.H.)
| | - Dattatrya Shetti
- Department of Biology, Faculty of Medicine in Pilsen, Charles University, Alej Svobody 1655/76, 323 00 Plzen, Czech Republic; (D.S.); (T.K.); (K.H.)
| | - Vlastimil Kulda
- Department of Medical Chemistry and Biochemistry, Faculty of Medicine in Pilsen, Charles University, Karlovarska 48, 301 66 Plzen, Czech Republic;
| | - Tereza Knizkova
- Department of Biology, Faculty of Medicine in Pilsen, Charles University, Alej Svobody 1655/76, 323 00 Plzen, Czech Republic; (D.S.); (T.K.); (K.H.)
| | - Katerina Houfkova
- Department of Biology, Faculty of Medicine in Pilsen, Charles University, Alej Svobody 1655/76, 323 00 Plzen, Czech Republic; (D.S.); (T.K.); (K.H.)
| | - Mahyar Sharif Bagheri
- Department of Histology, Faculty of Medicine in Pilsen, Charles University, Karlovarska 48, 301 66 Plzen, Czech Republic; (M.S.B.); (J.P.)
| | - Martin Svaton
- Department of Pneumology and Phthisiology, Faculty of Medicine in Pilsen, Charles University, University Hospital in Pilsen, E. Benese 13, 301 00 Plzen, Czech Republic;
| | - Jiri Polivka
- Department of Histology, Faculty of Medicine in Pilsen, Charles University, Karlovarska 48, 301 66 Plzen, Czech Republic; (M.S.B.); (J.P.)
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20
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Zhang S, Zhou D, Li S, Bai Y, Huang B, Han J, Xu M, Wang S, Deng G. Performance of ImproGene cfDNA blood collection tubes for mutation analysis in cancer patients. Scandinavian Journal of Clinical and Laboratory Investigation 2022; 82:378-384. [PMID: 35861435 DOI: 10.1080/00365513.2022.2100272] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
With the widely application of liquid biopsy and the development of detection technology, the standardization of pre-analysis procedures is necessary. For controlling pre-analysis variation of circulating tumor DNA (ctDNA) in blood samples, the blood collection tubes for ctDNA preservation particularly contribute a lot. The objective of this study was to investigate whether ImproGene® Cell Free DNA Tube (ImproGene tube) can be used in sample collection, preservation and NGS based mutation detection for ctDNA. We investigated hemolysis and cell free DNA (cfDNA) concentration of blood samples stored in ImproGene tubes and detected β-actin, LINE1 and exogenous gene level by qPCR. We compared cfDNA and RNA quantity between samples in ImproGene tube and Streck Cell-Free DNA BCT® (Streck tube). And 10 gene mutations and three fusion mutations analysis were compared by sequencing. When stored at room temperature within 7 days in ImproGene tubes, blood samples had no visible hemolysis and the cfDNA concentration, levels of β-actin, LINE1 and exogenous gene remained stable which means no genomic DNA release and cfDNA was protected. There was no significant difference in cfDNA and RNA quantity between ImproGene tubes and Streck tubes. Furthermore, based on this limited data set, ImproGene tubes showed increased detection rates of low-level mutations. Therefore, ImproGene Cell Free DNA Tubes may have promising applications in sample collection, preservation and NGS based mutation detection for ctDNA by its good preservation performance.
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Affiliation(s)
- Shu Zhang
- Enterprise Key Laboratory for Blood Compatibility of Medical Materials, Improve Medical Instruments Co., Ltd., Zhuhai, China
| | - Dongyao Zhou
- Department of Laboratory Medicine, Integrated Hospital of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Siyun Li
- Enterprise Key Laboratory for Blood Compatibility of Medical Materials, Improve Medical Instruments Co., Ltd., Zhuhai, China
| | - Yingming Bai
- Department of Laboratory Medicine, Integrated Hospital of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Bo Huang
- Department of Laboratory Medicine, Integrated Hospital of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Jianhong Han
- Enterprise Key Laboratory for Blood Compatibility of Medical Materials, Improve Medical Instruments Co., Ltd., Zhuhai, China
| | - Mingfei Xu
- Enterprise Key Laboratory for Blood Compatibility of Medical Materials, Improve Medical Instruments Co., Ltd., Zhuhai, China
| | - Sina Wang
- Enterprise Key Laboratory for Blood Compatibility of Medical Materials, Improve Medical Instruments Co., Ltd., Zhuhai, China
| | - Guanhua Deng
- Enterprise Key Laboratory for Blood Compatibility of Medical Materials, Improve Medical Instruments Co., Ltd., Zhuhai, China
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21
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Vasseur D, Sassi H, Bayle A, Tagliamento M, Besse B, Marzac C, Arbab A, Auger N, Cotteret S, Aldea M, Blanc-Durand F, Géraud A, Gazzah A, Loriot Y, Hollebecque A, Martín-Romano P, Ngo-Camus M, Nicotra C, Ponce S, Sakkal M, Caron O, Smolenschi C, Micol JB, Italiano A, Rouleau E, Lacroix L. Next-Generation Sequencing on Circulating Tumor DNA in Advanced Solid Cancer: Swiss Army Knife for the Molecular Tumor Board? A Review of the Literature Focused on FDA Approved Test. Cells 2022; 11:cells11121901. [PMID: 35741030 PMCID: PMC9221453 DOI: 10.3390/cells11121901] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 06/01/2022] [Accepted: 06/10/2022] [Indexed: 11/16/2022] Open
Abstract
FDA-approved next-generation sequencing assays based on cell-free DNA offers new opportunities in a molecular-tumor-board context thanks to the noninvasiveness of liquid biopsy, the diversity of analyzed parameters and the short turnaround time. It gives the opportunity to study the heterogeneity of the tumor, to elucidate complex resistance mechanisms and to adapt treatment strategies. However, lowering the limit of detection and increasing the panels' size raise new questions in terms of detection of incidental germline alterations, occult malignancies and clonal hematopoiesis of indeterminate potential mutations. In this review, after a technological discussion and description of the common problematics encountered, we establish recommendations in properly using these FDA-approved tests in a molecular-tumor-board context.
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Affiliation(s)
- Damien Vasseur
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
- AMMICa UAR3655/US23, Gustave Roussy, F-94805 Villejuif, France
- Correspondence:
| | - Hela Sassi
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
| | - Arnaud Bayle
- Drug Development Department (DITEP), Gustave Roussy, F-94805 Villejuif, France; (A.B.); (A.G.); (P.M.-R.); (M.N.-C.); (C.N.); (S.P.); (A.I.)
- Oncostat U1018, Inserm, Université Paris-Saclay, Équipe Labellisée Ligue Contre le Cancer, F-94805 Villejuif, France
| | - Marco Tagliamento
- Medical Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.T.); (B.B.); (M.A.); (A.G.); (Y.L.); (A.H.); (O.C.)
| | - Benjamin Besse
- Medical Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.T.); (B.B.); (M.A.); (A.G.); (Y.L.); (A.H.); (O.C.)
| | - Christophe Marzac
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
| | - Ahmadreza Arbab
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
| | - Nathalie Auger
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
| | - Sophie Cotteret
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
| | - Mihaela Aldea
- Medical Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.T.); (B.B.); (M.A.); (A.G.); (Y.L.); (A.H.); (O.C.)
| | - Félix Blanc-Durand
- Gynecological Cancer Unit, Department of Medicine, Gustave Roussy, F-94805 Villejuif, France;
| | - Arthur Géraud
- Drug Development Department (DITEP), Gustave Roussy, F-94805 Villejuif, France; (A.B.); (A.G.); (P.M.-R.); (M.N.-C.); (C.N.); (S.P.); (A.I.)
| | - Anas Gazzah
- Medical Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.T.); (B.B.); (M.A.); (A.G.); (Y.L.); (A.H.); (O.C.)
| | - Yohann Loriot
- Medical Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.T.); (B.B.); (M.A.); (A.G.); (Y.L.); (A.H.); (O.C.)
| | - Antoine Hollebecque
- Medical Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.T.); (B.B.); (M.A.); (A.G.); (Y.L.); (A.H.); (O.C.)
| | - Patricia Martín-Romano
- Drug Development Department (DITEP), Gustave Roussy, F-94805 Villejuif, France; (A.B.); (A.G.); (P.M.-R.); (M.N.-C.); (C.N.); (S.P.); (A.I.)
| | - Maud Ngo-Camus
- Drug Development Department (DITEP), Gustave Roussy, F-94805 Villejuif, France; (A.B.); (A.G.); (P.M.-R.); (M.N.-C.); (C.N.); (S.P.); (A.I.)
| | - Claudio Nicotra
- Drug Development Department (DITEP), Gustave Roussy, F-94805 Villejuif, France; (A.B.); (A.G.); (P.M.-R.); (M.N.-C.); (C.N.); (S.P.); (A.I.)
| | - Santiago Ponce
- Drug Development Department (DITEP), Gustave Roussy, F-94805 Villejuif, France; (A.B.); (A.G.); (P.M.-R.); (M.N.-C.); (C.N.); (S.P.); (A.I.)
| | - Madona Sakkal
- Dermatology Unit, Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.S.); (C.S.)
| | - Olivier Caron
- Medical Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.T.); (B.B.); (M.A.); (A.G.); (Y.L.); (A.H.); (O.C.)
| | - Cristina Smolenschi
- Dermatology Unit, Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.S.); (C.S.)
| | | | - Antoine Italiano
- Drug Development Department (DITEP), Gustave Roussy, F-94805 Villejuif, France; (A.B.); (A.G.); (P.M.-R.); (M.N.-C.); (C.N.); (S.P.); (A.I.)
| | - Etienne Rouleau
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
- AMMICa UAR3655/US23, Gustave Roussy, F-94805 Villejuif, France
| | - Ludovic Lacroix
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
- AMMICa UAR3655/US23, Gustave Roussy, F-94805 Villejuif, France
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22
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Nkosi D, Miller CA, Jajosky AN, Oltvai ZN. Incidental discovery of acute myeloid leukemia during liquid biopsy of a lung cancer patient. Cold Spring Harb Mol Case Stud 2022; 8:mcs.a006201. [PMID: 35732498 PMCID: PMC9235846 DOI: 10.1101/mcs.a006201] [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: 02/08/2022] [Accepted: 04/25/2022] [Indexed: 11/25/2022] Open
Abstract
Liquid biopsy is considered an alternative to standard next-generation sequencing (NGS) of solid tumor samples when biopsy tissue is inadequate for testing or when testing of a peripheral blood sample is preferred. A common assumption of liquid biopsies is that the NGS data obtained on circulating cell-free DNA is a high-fidelity reflection of what would be found by solid tumor testing. Here, we describe a case that challenges this widely held assumption. A patient diagnosed with lung carcinoma showed pathogenic IDH1 and TP53 mutations by liquid biopsy NGS at an outside laboratory. Subsequent in-house NGS of a metastatic lymph node fine-needle aspiration (FNA) sample revealed two pathogenic EGFR mutations. Morphologic and immunophenotypic assessment of the patient's blood sample identified acute myeloid leukemia, with in-house NGS confirming and identifying pathogenic IDH1, TP53, and BCOR mutations, respectively. This case, together with a few similar reports, demonstrates that caution is needed when interpreting liquid biopsy NGS results, especially if they are inconsistent with the presumptive diagnosis. Our case suggests that routine parallel sequencing of peripheral white blood cells would substantially increase the fidelity of the obtained liquid biopsy results.
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Affiliation(s)
- Dingani Nkosi
- Department of Pathology and Laboratory Medicine, University of Rochester School of Medicine and Dentistry, Rochester, New York 14642, USA
| | - Caroline A Miller
- Department of Pathology and Laboratory Medicine, University of Rochester School of Medicine and Dentistry, Rochester, New York 14642, USA
| | - Audrey N Jajosky
- Department of Pathology and Laboratory Medicine, University of Rochester School of Medicine and Dentistry, Rochester, New York 14642, USA
| | - Zoltán N Oltvai
- Department of Pathology and Laboratory Medicine, University of Rochester School of Medicine and Dentistry, Rochester, New York 14642, USA
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23
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Miyawaki T, Kenmotsu H, Kodama H, Nishioka N, Miyawaki E, Mamesaya N, Kobayashi H, Omori S, Ko R, Wakuda K, Ono A, Naito T, Murakami H, Mori K, Harada H, Endo M, Takahashi K, Takahashi T. Association between oligo-residual disease and patterns of failure during EGFR-TKI treatment in EGFR-mutated non-small cell lung cancer: a retrospective study. BMC Cancer 2021; 21:1247. [PMID: 34798865 PMCID: PMC8605535 DOI: 10.1186/s12885-021-08983-2] [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: 07/16/2021] [Accepted: 11/09/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Local ablative therapy (LAT) may be beneficial for patients with epidermal growth factor receptor (EGFR) mutated non-small cell lung cancer (NSCLC) with oligo-residual disease after treatment with EGFR tyrosine kinase inhibitor (EGFR-TKI). However, this has not been fully established. This study aimed to evaluate the predominant progressive disease (PD) pattern limited to residual sites of disease after treatment with EGFR-TKI. METHODS Patients with advanced EGFR-mutated NSCLC treated with EGFR-TKIs as first-line therapy were retrospectively analysed during a 7-year period. Oligo-residual disease was defined as the presence of 1 - 4 lesions (including the primary site) at 3 months from the start of EGFR-TKI treatment. The predictive factors of PD patterns after EGFR-TKI treatment were evaluated. RESULTS A total of 207 patients were included. Three months after the start of EGFR-TKI treatment, 66 patients (32%) had oligo-residual disease. A total of 191 patients had PD, 60 with oligo-residual disease and 131 with non-oligo-residual disease. Regarding the pattern, 44 patients (73%) with oligo-residual disease and 37 patients (28%) with non-oligo-residual disease had PD limited to the residual sites. Multivariate logistic regression analysis at 3 months from the start of EGFR-TKI treatment revealed that oligo-residual disease (P < 0.001), the lack of residual central nervous system metastases (P = 0.032), and initial treatment with osimertinib (P = 0.028) were independent predictors of PD limited to residual disease sites. CONCLUSIONS This study provided a rationale for LAT to all sites of residual disease in patients with oligo-residual disease during EGFR-TKI treatment.
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Affiliation(s)
- Taichi Miyawaki
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan.,Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Hirotsugu Kenmotsu
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan.
| | - Hiroaki Kodama
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Naoya Nishioka
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Eriko Miyawaki
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Nobuaki Mamesaya
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Haruki Kobayashi
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Shota Omori
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Ryo Ko
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Kazushige Wakuda
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Akira Ono
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Tateaki Naito
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Haruyasu Murakami
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Keita Mori
- Clinical Research Center, Shizuoka Cancer Center, Shizuoka, Japan
| | - Hideyuki Harada
- Radiation and Proton Therapy Center, Shizuoka Cancer Center, Shizuoka, Japan
| | - Masahiro Endo
- Division of Diagnostic Radiology, Shizuoka Cancer Center, Shizuoka, Japan
| | - Kazuhisa Takahashi
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Toshiaki Takahashi
- Division of Thoracic Oncology, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
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24
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Cortinovis D, Malapelle U, Pagni F, Russo A, Banna GL, Sala E, Rolfo C. Diagnostic and prognostic biomarkers in oligometastatic non-small cell lung cancer: a literature review. Transl Lung Cancer Res 2021; 10:3385-3400. [PMID: 34430374 PMCID: PMC8350105 DOI: 10.21037/tlcr-20-1067] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 06/15/2021] [Indexed: 12/25/2022]
Abstract
Objective This review aims to summarize the possibilities of recently discovered molecular diagnostic techniques in lung cancer, by evaluating their impact on diagnosis, monitoring, and prognosis in oligometastatic disease. Background Oligometastatic non-small cell lung cancer (OM-NSCLC) is currently defined based on morphological rather than biological features. Major advances in the detection of molecular biomarkers in cell-free tumoral DNA and the models of oncogene addiction make as feasible an early diagnosis and guide the therapeutic decision-making progress to improve the prognosis. Methods This narrative review EXAMINES current approaches of diagnosis, monitoring, and prognosis of OM-NSCLC and describes the fast-evolving therapeutic scenario of this disease. We provide an overview of the powerful capability of liquid biopsy techniques applied to blood and fluid and we focus on the technological advancement of circulant biomolecular factors in OM NSCLC pathology, starting from apparently simpler models such as oncogene addicted tumors to evaluate themselves in the light of treatment with immune-checkpoint inhibitors. Conclusions A better understanding of spatial and temporal evolution of oligometastatic diseases would contribute to a more accurate diagnosis and tailored treatment. Data from prospective clinical trials in the early stage of disease, coupled with knowledge of genetic characteristics of lung tumors, are warranted. These efforts would lead to improving the possibility to eradicate the residual disease in these low burden tumoral settings, thus enhancing the definitive cure perspectives.
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Affiliation(s)
- Diego Cortinovis
- SC Medical Oncology/SS Lung Unit, ASST-Monza San Gerardo Hospital, Monza, Italy
| | - Umberto Malapelle
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - Fabio Pagni
- Department of Anatomic Pathology, University of Milano-Bicocca, Milan, Italy
| | | | - Giuseppe Luigi Banna
- Department of Oncology, Portsmouth Hospitals University NHS Trust, Portsmouth, UK
| | - Elisa Sala
- SC Medical Oncology/SS Lung Unit, ASST-Monza San Gerardo Hospital, Monza, Italy
| | - Christian Rolfo
- Marlene and Stewart Greenbaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, MD, USA
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25
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Romero A, Serna-Blasco R, Calvo V, Provencio M. Use of Liquid Biopsy in the Care of Patients with Non-Small Cell Lung Cancer. Curr Treat Options Oncol 2021; 22:86. [PMID: 34424428 DOI: 10.1007/s11864-021-00882-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/18/2021] [Indexed: 12/17/2022]
Abstract
OPINION STATEMENT Recent technological advances have enabled the development of liquid biopsy-based approaches, which have revolutionized the diagnostic world. The analysis of circulating tumor DNA (ctDNA) has several clinical applications. First, ctDNA genotyping is becoming widely used for non-invasive biomarker testing. Of note, in lung cancer patients in whom biopsies are difficult to obtain, ctDNA has led to significant improvement in the diagnosis and identification of therapeutic targets. In addition, ctDNA quantification over the course of the disease can be useful for tumor response to treatment monitoring and for early detection of resistance mutations. ctDNA levels per se are also of prognostic significance and could be used to tailor treatments. Finally, improvements in assay sensitivity are facilitating the development of liquid biopsy-based tests for the detection of ctDNA at very low allele frequencies (AFs), which can be used for the measurement of minimal residual disease and ultimately for the development of strategies (by complementing imaging techniques) aimed to improve the efficiency of lung cancer screening programs.
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Affiliation(s)
- Atocha Romero
- Molecular Oncology Laboratory, Biomedical Sciences Research Institute, Puerta de Hierro-Majadahonda University Hospital, Madrid, Spain.
| | - Roberto Serna-Blasco
- Molecular Oncology Laboratory, Biomedical Sciences Research Institute, Puerta de Hierro-Majadahonda University Hospital, Madrid, Spain
| | - Virginia Calvo
- Medical Oncology Department, Hospital Puerta de Hierro-Majadahonda University Hospital, Calle Joaquín Rodrigo, 1, 28222, Madrid, Majadahonda, Spain
| | - Mariano Provencio
- Medical Oncology Department, Hospital Puerta de Hierro-Majadahonda University Hospital, Calle Joaquín Rodrigo, 1, 28222, Madrid, Majadahonda, Spain.
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26
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Hasegawa N, Kohsaka S, Kurokawa K, Shinno Y, Takeda Nakamura I, Ueno T, Kojima S, Kawazu M, Suehara Y, Ishijima M, Goto Y, Kojima Y, Yonemori K, Hayashi T, Saito T, Shukuya T, Takahashi F, Takahashi K, Mano H. Highly sensitive fusion detection using plasma cell-free RNA in non-small-cell lung cancers. Cancer Sci 2021; 112:4393-4403. [PMID: 34310819 PMCID: PMC8486187 DOI: 10.1111/cas.15084] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 07/10/2021] [Accepted: 07/16/2021] [Indexed: 12/11/2022] Open
Abstract
ALK, ROS1, and RET kinase fusions are important predictive biomarkers of tyrosine kinase inhibitors (TKIs) in non‐small‐cell lung cancer (NSCLC). Analysis of cell‐free DNA (cfDNA) provides a noninvasive method to identify gene changes in tumor cells. The present study sought to use cfRNA and cfDNA for identifying fusion genes. A reliable protocol was established to detect fusion genes using cfRNA and assessed the analytical validity and clinical usefulness in 30 samples from 20 cases of fusion‐positive NSCLC. The results of cfRNA‐based assays were compared with tissue biopsy and cfDNA‐based liquid biopsy (Guardant360 plasma next‐generation sequencing [NGS] assay). The overall sensitivity of the cfRNA‐based assay was 26.7% (8/30) and that of cfDNA‐based assay was 16.7% (3/18). When analysis was limited to the samples collected at chemo‐naïve or progressive disease status and available for both assays, the sensitivity of the cfRNA‐based assay was 77.8% (7/9) and that of cfDNA‐based assay was 33.3% (3/9). Fusion gene identification in cfRNA was correlated with treatment response. These results suggest that the proposed cfRNA assay is a useful diagnostic test for patients with insufficient tissues to facilitate effective administration of first‐line treatment and is a useful tool to monitor the progression of NSCLC for consideration of second‐line treatments.
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Affiliation(s)
- Nobuhiko Hasegawa
- Division of Cellular Signaling, National Cancer Center Research Institute, Tokyo, Japan.,Department of Medicine for Orthopaedics and Motor Organ, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Shinji Kohsaka
- Division of Cellular Signaling, National Cancer Center Research Institute, Tokyo, Japan
| | - Kana Kurokawa
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yuki Shinno
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Ikuko Takeda Nakamura
- Division of Cellular Signaling, National Cancer Center Research Institute, Tokyo, Japan.,Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Toshihide Ueno
- Division of Cellular Signaling, National Cancer Center Research Institute, Tokyo, Japan
| | - Shinya Kojima
- Division of Cellular Signaling, National Cancer Center Research Institute, Tokyo, Japan
| | - Masahito Kawazu
- Division of Cellular Signaling, National Cancer Center Research Institute, Tokyo, Japan
| | - Yoshiyuki Suehara
- Department of Medicine for Orthopaedics and Motor Organ, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Muneaki Ishijima
- Department of Medicine for Orthopaedics and Motor Organ, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yasushi Goto
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yuki Kojima
- Department of Breast and Medical Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Kan Yonemori
- Department of Breast and Medical Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Takuo Hayashi
- Department of Human Pathology, Graduate School of Medicine, Juntendo University, Tokyo, Japan
| | - Tsuyoshi Saito
- Department of Human Pathology, Graduate School of Medicine, Juntendo University, Tokyo, Japan
| | - Takehito Shukuya
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Fumiyuki Takahashi
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Kazuhisa Takahashi
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Hiroyuki Mano
- Division of Cellular Signaling, National Cancer Center Research Institute, Tokyo, Japan
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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: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [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.
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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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Underhill HR. Leveraging the Fragment Length of Circulating Tumour DNA to Improve Molecular Profiling of Solid Tumour Malignancies with Next-Generation Sequencing: A Pathway to Advanced Non-invasive Diagnostics in Precision Oncology? Mol Diagn Ther 2021; 25:389-408. [PMID: 34018157 PMCID: PMC8249304 DOI: 10.1007/s40291-021-00534-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/29/2021] [Indexed: 12/20/2022]
Abstract
Circulating cell-free DNA (ccfDNA) has emerged as a promising diagnostic tool in oncology. Identification of tumour-derived ccfDNA (i.e. circulating tumour DNA [ctDNA]) provides non-invasive access to a malignancy’s molecular landscape to diagnose, inform therapeutic strategies, and monitor treatment efficacy. Current applications of ccfDNA to detect somatic mutations, however, have been largely constrained to tumour-informed searches and identification of common mutations because of the interaction between ctDNA signal and next-generation sequencing (NGS) noise. Specifically, the low allele frequency of ctDNA associated with non-metastatic and early-stage lesions may be indistinguishable from artifacts that accrue during sample preparation and NGS. Thus, using ccfDNA to achieve non-invasive and personalized molecular profiling to optimize individual patient care is a highly sought goal that remains limited in clinical practice. There is growing evidence, however, that further advances in the field of ccfDNA diagnostics may be achieved by improving detection of somatic mutations through leveraging the inherently shorter fragment lengths of ctDNA compared to non-neoplastic ccfDNA. Here, the origins and rationale for seeking to improve the mutation-based detection of ctDNA by using ccfDNA size profiling are reviewed. Subsequently, in vitro and in silico methods to enrich for a target ccfDNA fragment length are detailed to identify current practices and provide perspective into the potential of using ccfDNA size profiling to impact clinical applications in oncology.
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Affiliation(s)
- Hunter R Underhill
- Division of Medical Genetics, Department of Pediatrics, University of Utah, 295 Chipeta Way, Salt Lake City, UT, 84108, USA. .,Department of Radiology, University of Utah, Salt Lake City, UT, USA. .,Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.
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29
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Clement MS, Ebert EBF, Meldgaard P, Sorensen BS. Co-occurring MET Amplification Predicts Inferior Clinical Response to First-Line Erlotinib in Advanced Stage EGFR-Mutated NSCLC Patients. Clin Lung Cancer 2021; 22:e870-e877. [PMID: 34140247 DOI: 10.1016/j.cllc.2021.05.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 05/03/2021] [Accepted: 05/04/2021] [Indexed: 11/19/2022]
Abstract
BACKGROUND Intrinsic resistance is a major obstacle in treatment of non-small cell lung cancer (NSCLC) patients with an activating mutation in the epidermal growth factor receptor (EGFR). We investigated co-occurring genetic alterations in circulating tumor DNA (ctDNA) as predictive markers of clinical response to first-line erlotinib. METHODS Pretreatment plasma samples were collected from 76 patients with EGFR-mutated, advanced-stage NSCLC treated with first-line erlotinib. We isolated ctDNA from plasma for next-generation sequencing. RESULTS Co-occurring oncogenic drivers were detected in 21% of pretreatment samples and correlated with decreased progression-free survival (PFS) (6.9 months vs 14.4 months; hazard ratio [HR], 2.088; 95% confidence interval [CI], 0.8119-5.370; P = .0355). Concurrent MET amplification was identified in 9 samples (12%), predicting inferior PFS (5.5 months vs 14.4 months; HR, 4.750; 95% CI, 0.5923-38.10; P = .0007) and overall survival (7.6 months vs 28.3 months; HR, 3.952; 95% CI, 0.8441-18.50; P = .0005). Co-occurring non-MET-amplification oncogenic alterations showed a tendency for shorter PFS (9.9 months vs 14.4 months; HR, 1.199; 95% CI, 0.3373-4.265; P = .7586). Clearing EGFR-mutated ctDNA during erlotinib treatment is a positive predictor of clinical outcomes. Among patients who cleared the EGFR mutation, 12% had a co-occurring oncogenic driver, with a tendency toward inferior PFS (8.7 months vs 16.1 months; HR, 1.703; 95% CI, 0.5347-5.424; P = .2508). CONCLUSION Co-occurring MET amplification in pretreatment ctDNA samples predict inferior clinical response to first-line erlotinib in advanced-stage, EGFR-mutated NSCLC patients. Co-occurring oncogenic alterations were associated with inferior response and may be potential predictors of clinical outcome.
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Affiliation(s)
- Michelle S Clement
- Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
| | | | - Peter Meldgaard
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Boe S Sorensen
- Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark.
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30
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Provencio M, Pérez-Barrios C, Barquin M, Calvo V, Franco F, Sánchez E, Sánchez R, Marsden D, Cristóbal Sánchez J, Martin Acosta P, Laza-Briviesca R, Cruz-Bermúdez A, Romero A. Next-generation sequencing for tumor mutation quantification using liquid biopsies. Clin Chem Lab Med 2021; 58:306-313. [PMID: 31469650 DOI: 10.1515/cclm-2019-0745] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2019] [Accepted: 08/05/2019] [Indexed: 11/15/2022]
Abstract
Background Non-small cell lung cancer (NSCLC) patients benefit from targeted therapies both in first- and second-line treatment. Nevertheless, molecular profiling of lung cancer tumors after first disease progression is seldom performed. The analysis of circulating tumor DNA (ctDNA) enables not only non-invasive biomarker testing but also monitoring tumor response to treatment. Digital PCR (dPCR), although a robust approach, only enables the analysis of a limited number of mutations. Next-generation sequencing (NGS), on the other hand, enables the analysis of significantly greater numbers of mutations. Methods A total of 54 circulating free DNA (cfDNA) samples from 52 NSCLC patients and two healthy donors were analyzed by NGS using the Oncomine™ Lung cfDNA Assay kit and dPCR. Results Lin's concordance correlation coefficient and Pearson's correlation coefficient between mutant allele frequencies (MAFs) assessed by NGS and dPCR revealed a positive and linear relationship between the two data sets (ρc = 0.986; 95% confidence interval [CI] = 0.975-0.991; r = 0.987; p < 0.0001, respectively), indicating an excellent concordance between both measurements. Similarly, the agreement between NGS and dPCR for the detection of the resistance mutation p.T790M was almost perfect (K = 0.81; 95% CI = 0.62-0.99), with an excellent correlation in terms of MAFs (ρc = 0.991; 95% CI = 0.981-0.992 and Pearson's r = 0.998; p < 0.0001). Importantly, cfDNA sequencing was successful using as low as 10 ng cfDNA input. Conclusions MAFs assessed by NGS were highly correlated with MAFs assessed by dPCR, demonstrating that NGS is a robust technique for ctDNA quantification using clinical samples, thereby allowing for dynamic genomic surveillance in the era of precision medicine.
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Affiliation(s)
- Mariano Provencio
- Medical Oncology Department, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
| | - Clara Pérez-Barrios
- Molecular Oncology Laboratory, Biomedical Sciences Research Institute, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
- Laboratory Medicine Department, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
| | - Miguel Barquin
- Molecular Oncology Laboratory, Biomedical Sciences Research Institute, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
| | - Virginia Calvo
- Medical Oncology Department, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
| | - Fabio Franco
- Medical Oncology Department, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
| | - Estela Sánchez
- Molecular Oncology Laboratory, Biomedical Sciences Research Institute, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
| | - Ricardo Sánchez
- Laboratorio de Hematología Traslacional, Servicio de Hematología, Instituto de Investigación Hospital 12 de Octubre (I+12), Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Daniel Marsden
- Medical Oncology Department, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
| | - Juan Cristóbal Sánchez
- Medical Oncology Department, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
| | - Paloma Martin Acosta
- Pathology Department, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
| | - Raquel Laza-Briviesca
- Molecular Oncology Laboratory, Biomedical Sciences Research Institute, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
| | - Alberto Cruz-Bermúdez
- Molecular Oncology Laboratory, Biomedical Sciences Research Institute, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
| | - Atocha Romero
- Molecular Oncology Laboratory, Biomedical Sciences Research Institute, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
- Medical Oncology Department, Puerta de Hierro Hospital, C/ Manuel de Falla 1, Majadahonda, Madrid 28222, Spain
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31
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Ma L, Li H, Wang D, Hu Y, Yu M, Zhang Q, Qin N, Zhang X, Li X, Zhang H, Wu Y, Lv J, Yang X, Yu R, Zhang S, Wang J. Dynamic cfDNA Analysis by NGS in EGFR T790M-Positive Advanced NSCLC Patients Failed to the First-Generation EGFR-TKIs. Front Oncol 2021; 11:643199. [PMID: 33842353 PMCID: PMC8030263 DOI: 10.3389/fonc.2021.643199] [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: 12/17/2020] [Accepted: 02/01/2021] [Indexed: 12/21/2022] Open
Abstract
Purpose Circulating cell-free DNA (cfDNA) level has been demonstrated to be associated with efficacy in first generation EGFR TKIs in non-small cell lung cancer (NSCLC). However, the role of dynamic cfDNA analysis using next-generation sequencing (NGS) in patients with subsequent third-generation EGFR TKIs remains unclear. Methods From 2016 to 2019, 81 NSCLC patients with EGFR T790M mutation either in tissue or plasma who received third-generation EGFR TKIs treatment were enrolled. CfDNA were sequenced by NGS with a 425-gene panel. The association of clinical characteristics, pretreatment, dynamic cfDNA and T790M level with outcomes in patients treated with the third-generation TKIs were analyzed. Results In univariate analysis, the median PFS of patients with undetectable cfDNA level during treatment was significantly longer than those with detectable cfDNA (16.97 vs. 6.10 months; HR 0.2109; P < 0.0001). The median PFS of patients with undetectable T790M level during treatment was significantly longer than those with detectable T790M (14.1 vs. 4.4 months; HR 0.2192; P < 0.001). Cox hazard proportion model showed that cfDNA clearance was an independent predictor for longer PFS (HR 0.3085; P < 0.001) and longer OS (HR 0.499; P = 0.034). The most common resistant mutations of the third-generation TKIs were EGFR C797S (24%). CDK6 CNV, GRIN2A, BRCA2, EGFR D761N, EGFR Q791H, EGFR V843I, and ERBB4 mutation genes may possibly be new resistant mechanisms. Conclusions Patients with undetectable cfDNA during the third-generation EGFR TKI treatment have superior clinical outcomes, and dynamic cfDNA analysis by NGS is valuable to explore potential resistant mechanisms.
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Affiliation(s)
- Li Ma
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Haoyang Li
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Dongpo Wang
- Department of Radiology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Ying Hu
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Mengjun Yu
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Quan Zhang
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Na Qin
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Xinyong Zhang
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Xi Li
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Hui Zhang
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Yuhua Wu
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Jialin Lv
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Xinjie Yang
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Ruoying Yu
- Research and Development, Nanjing Geneseeq Technology Inc., Nanjing, China
| | - Shucai Zhang
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Jinghui Wang
- Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China.,Cancer Research Center, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
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32
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Dealing with NSCLC EGFR mutation testing and treatment: A comprehensive review with an Italian real-world perspective. Crit Rev Oncol Hematol 2021; 160:103300. [PMID: 33744362 DOI: 10.1016/j.critrevonc.2021.103300] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 03/06/2021] [Accepted: 03/08/2021] [Indexed: 01/12/2023] Open
Abstract
Since their discovery, relevant efforts have been made to optimize the detection approaches to EGFR mutations as well as the clinical management of EGFR-mutated NSCLC. The recent shift from single gene testing to novel comprehensive detection platforms along with the development of new generation tyrosine kinase inhibitors, targeting both common and uncommon EGFR-mutations, is leading to a progressive increase in the number of patients who may benefit from targeted approaches, with subsequent impact on their long-term survival and quality of life. However, a prompt and adequate implementation of the most recent diagnostic and treatment advances in the routine practice often remains critical to be specifically addressed. In this review we provide a complete and updated overview of the different detection platforms and therapeutic options currently available for the clinical management of advanced EGFR-positive NSCLC, summarizing scientific evidence and describing molecular testing as well as treatment practice in the real-word scenario.
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Martins I, Ribeiro IP, Jorge J, Gonçalves AC, Sarmento-Ribeiro AB, Melo JB, Carreira IM. Liquid Biopsies: Applications for Cancer Diagnosis and Monitoring. Genes (Basel) 2021; 12:349. [PMID: 33673461 PMCID: PMC7997281 DOI: 10.3390/genes12030349] [Citation(s) in RCA: 106] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 02/22/2021] [Accepted: 02/24/2021] [Indexed: 02/06/2023] Open
Abstract
The minimally-or non-invasive detection of circulating tumor-derived components in biofluids, such as blood, liquid biopsy is a revolutionary approach with significant potential for the management of cancer. Genomic and transcriptomic alterations can be accurately detected through liquid biopsies, which provide a more comprehensive characterization of the heterogeneous tumor profile than tissue biopsies alone. Liquid biopsies could assist diagnosis, prognosis, and treatment selection, and hold great potential to complement current surveilling strategies to monitor disease evolution and treatment response in real-time. In particular, these are able to detect minimal residual disease, to predict progression, and to identify mechanisms of resistance, allowing to re-orient treatment strategies in a timelier manner. In this review we gathered current knowledge regarding the role and potential of liquid biopsies for the diagnosis and follow-up of cancer patients. The presented findings emphasize the strengths of liquid biopsies, revealing their chance of improving the diagnosis and monitoring of several tumor types in the near future. However, despite growing evidence supporting their value as a management tool in oncology, some limitations still need to be overcome for their implementation in the routine clinical setting.
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Affiliation(s)
- Ivana Martins
- Cytogenetics and Genomics Laboratory, Faculty of Medicine University of Coimbra, Institute of Cellular and Molecular Biology, University of Coimbra, 3004-531 Coimbra, Portugal; (I.M.); (I.P.R.); (J.B.M.)
| | - Ilda Patrícia Ribeiro
- Cytogenetics and Genomics Laboratory, Faculty of Medicine University of Coimbra, Institute of Cellular and Molecular Biology, University of Coimbra, 3004-531 Coimbra, Portugal; (I.M.); (I.P.R.); (J.B.M.)
- Center of Investigation on Environment Genetics and Oncobiology (CIMAGO), Faculty of Medicine University of Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, 3004-531 Coimbra, Portugal; (J.J.); (A.C.G.); (A.B.S.-R.)
- Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, 3004-531 Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), 3004-531 Coimbra, Portugal
| | - Joana Jorge
- Center of Investigation on Environment Genetics and Oncobiology (CIMAGO), Faculty of Medicine University of Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, 3004-531 Coimbra, Portugal; (J.J.); (A.C.G.); (A.B.S.-R.)
- Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, 3004-531 Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), 3004-531 Coimbra, Portugal
- Laboratory of Oncobiology and Haematology and University Clinic of Haematology, Faculty of Medicine, University of Coimbra, 3004-531 Coimbra, Portugal
| | - Ana Cristina Gonçalves
- Center of Investigation on Environment Genetics and Oncobiology (CIMAGO), Faculty of Medicine University of Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, 3004-531 Coimbra, Portugal; (J.J.); (A.C.G.); (A.B.S.-R.)
- Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, 3004-531 Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), 3004-531 Coimbra, Portugal
- Laboratory of Oncobiology and Haematology and University Clinic of Haematology, Faculty of Medicine, University of Coimbra, 3004-531 Coimbra, Portugal
| | - Ana Bela Sarmento-Ribeiro
- Center of Investigation on Environment Genetics and Oncobiology (CIMAGO), Faculty of Medicine University of Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, 3004-531 Coimbra, Portugal; (J.J.); (A.C.G.); (A.B.S.-R.)
- Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, 3004-531 Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), 3004-531 Coimbra, Portugal
- Laboratory of Oncobiology and Haematology and University Clinic of Haematology, Faculty of Medicine, University of Coimbra, 3004-531 Coimbra, Portugal
- Clinical Haematology Department, Coimbra University Hospital Centre (CHUC), 3004-531 Coimbra, Portugal
| | - Joana Barbosa Melo
- Cytogenetics and Genomics Laboratory, Faculty of Medicine University of Coimbra, Institute of Cellular and Molecular Biology, University of Coimbra, 3004-531 Coimbra, Portugal; (I.M.); (I.P.R.); (J.B.M.)
- Center of Investigation on Environment Genetics and Oncobiology (CIMAGO), Faculty of Medicine University of Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, 3004-531 Coimbra, Portugal; (J.J.); (A.C.G.); (A.B.S.-R.)
- Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, 3004-531 Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), 3004-531 Coimbra, Portugal
| | - Isabel Marques Carreira
- Cytogenetics and Genomics Laboratory, Faculty of Medicine University of Coimbra, Institute of Cellular and Molecular Biology, University of Coimbra, 3004-531 Coimbra, Portugal; (I.M.); (I.P.R.); (J.B.M.)
- Center of Investigation on Environment Genetics and Oncobiology (CIMAGO), Faculty of Medicine University of Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, 3004-531 Coimbra, Portugal; (J.J.); (A.C.G.); (A.B.S.-R.)
- Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, 3004-531 Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), 3004-531 Coimbra, Portugal
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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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Verheijen RB, van Duijl TT, van den Heuvel MM, Vessies D, Muller M, Beijnen JH, Janssen JM, Schellens JHM, Steeghs N, van den Broek D, Huitema ADR. Monitoring of EGFR mutations in circulating tumor DNA of non-small cell lung cancer patients treated with EGFR inhibitors. Cancer Chemother Pharmacol 2021; 87:269-276. [PMID: 33484280 DOI: 10.1007/s00280-021-04230-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Accepted: 01/05/2021] [Indexed: 11/29/2022]
Abstract
PURPOSE We studied EGFR mutations in circulating tumor DNA (ctDNA) and explored their role in predicting the progression-free survival (PFS) of non-small cell lung cancer (NSCLC) patients treated with erlotinib or gefitinib. METHODS The L858R, T790M mutations and exon 19 deletions were quantified in plasma using digital droplet polymerase chain reaction (ddPCR). The dynamics of ctDNA mutations over time and relationships with PFS were explored. RESULTS In total, 249 plasma samples (1-13 per patient) were available from 68 NSCLC patients. The T790M and L858R or exon 19 deletion were found in the ctDNA of 49 and 56% patients, respectively. The median (range) concentration in these samples were 7.3 (5.1-3688.7), 11.7 (5.1-12,393.3) and 27.9 (5.9-2896.7) copies/mL, respectively. Using local polynomial regression, the number of copies of EGFR mutations per mL increased several months prior to progression on standard response evaluation. CONCLUSION This change was more pronounced for the driver mutations than for the resistance mutations. In conclusion, quantification of EGFR mutations in plasma ctDNA was predictive of treatment outcomes in NSCLC patients. In particular, an increase in driver mutation copy number could predict disease progression.
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Affiliation(s)
- R B Verheijen
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Louwesweg 6, 1066 EC, Amsterdam, The Netherlands.
| | - T T van Duijl
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Louwesweg 6, 1066 EC, Amsterdam, The Netherlands
| | - M M van den Heuvel
- Department of Respiratory Disease, Radboud University Medical Centre, Nijmegen, The Netherlands.,Department of Thoracic Oncology, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - D Vessies
- Department of Laboratory Medicine, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - M Muller
- Department of Thoracic Oncology, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - J H Beijnen
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Louwesweg 6, 1066 EC, Amsterdam, The Netherlands.,Department of Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
| | - J M Janssen
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Louwesweg 6, 1066 EC, Amsterdam, The Netherlands
| | - J H M Schellens
- Department of Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands.,Department of Medical Oncology and Clinical Pharmacology, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - N Steeghs
- Department of Medical Oncology and Clinical Pharmacology, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - D van den Broek
- Department of Laboratory Medicine, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - A D R Huitema
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Louwesweg 6, 1066 EC, Amsterdam, The Netherlands.,Department of Clinical Pharmacy, University Medical Center Utrecht, Utrecht, The Netherlands
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Provencio M, Majem M, Guirado M, Massuti B, de Las Peñas R, Ortega AL, Dómine M, Marsé R, Sala MÁ, Paredes A, Morán T, Vázquez S, Coves J, Larriba JLG, Sánchez JM, Vicente D, Farré N, Fornos LF, Zapata I, Franco F, Serna-Blasco R, Romero A, Isla D. Phase II clinical trial with metronomic oral vinorelbine and tri-weekly cisplatin as induction therapy, subsequently concomitant with radiotherapy (RT) in patients with locally advanced, unresectable, non-small cell lung cancer (NSCLC). Analysis of survival and value of ctDNA for patient selection. Lung Cancer 2021; 153:25-34. [PMID: 33453470 DOI: 10.1016/j.lungcan.2021.01.005] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 12/14/2020] [Accepted: 01/02/2021] [Indexed: 12/20/2022]
Abstract
BACKGROUND Little progress has been achieved in non-small cell lung cancer (NSCLC) patients with unresectable stage III disease and new drug schemes are warranted. MATERIAL AND METHODS In this open-label, single-arm, phase II trial 65 treatment-naïve stage III NSCLC deemed surgically unresectable by a multidisciplinary team were treated with 2 cycles of induction cisplatin at 80 mg/m2 every 21 days plus metronomic oral vinorelbine at 50 mg/day every Monday, Wednesday and Friday. During the concomitant treatment with thoracic radiotherapy cisplatin was administered in the same manner but oral vinorelbine was reduced to 30 mg/day. The objective was to administer a total radiotherapy dose of 66 Gy in 33 daily fractions of 2 Gy. The primary endpoint was progression-free survival (PFS). Correlation between circulating tumor DNA (ctDNA) levels and survival was also evaluated. RESULTS Fifty-five (78.5 %) patients completed treatment. Overall response rate, by RECIST criteria, was 66.2 %. Four (6.2 %) patients had complete response, 39 (60.0 %) partial response and 12 (18.5 %) stable disease. Seven patients (10.8 %) had progressive disease during the induction period. Median follow-up was 29.1 months (m), median PFS was 11.5 m (95 %CI: 9.6-15.4). PFS at 12 m in the intention-to-treat (ITT) population was 47.8 % (95 %CI: 35.1-59.4 %) and median OS was 35.6 m (95 %CI: 24.4-46.8). Grade ≥3 treatment-related adverse events occurred in 14 (21.5 %) patients during induction and in 13 (24.5 %) patients during concomitant treatment with esophagitis occurring in 3% and pneumonitis in 1.5 % of the patients. Patients with undetectable ctDNA after 3 m follow-up had median PFS and OS of 18.1 m (95 %CI: 8.8-NR) and not reached (NR) (95 %CI: 11.3-NR), respectively, compared with 8.0 m (95 %CI: 2.7-NR) and 24.7 m (95 %CI: 5.7-NR) for patients who remained ctDNA positive at that time point. CONCLUSIONS Metronomic oral vinorelbine and cisplatin obtains similar efficacy results with significantly lower toxicity than the same chemotherapy at standard doses. ctDNA can identify populations with particularly good prognosis.
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Affiliation(s)
- Mariano Provencio
- Medical Oncology, Hospital Universitario Puerta de Hierro-Majadahonda, Majadahonda, Spain.
| | - Margarita Majem
- Medical Oncology, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain.
| | - María Guirado
- Medical Oncology, Hospital General Universitario de Elche, Elche, Spain.
| | - Bartomeu Massuti
- Medical Oncology, Hospital General Universitario de Alicante, Alicante, Spain.
| | - Ramón de Las Peñas
- Medical Oncology, Consorcio Hospitalario Provincial de Castellón, Castellón, Spain.
| | | | - Manuel Dómine
- Medical Oncology, Hospital Universitario Fundación Jiménez Díaz, IIS-FJD, Madrid, Spain.
| | - Raquel Marsé
- Medical Oncology, Hospital Universitari Son Espases, Palma de Mallorca, Spain.
| | | | - Alfredo Paredes
- Medical Oncology, Hospital Universitario Donostia, San Sebastián, Spain.
| | - Teresa Morán
- Medical Oncology, Catalan Institute of Oncology-Badalona, Hospital Universitari Germans Trias i Pujol, Badalona-Applied Research Group in Oncology, Institut Germans Trias i Pujol, Department of Medicine, Universitat Autònoma de Barcelona, Badalona, Spain.
| | - Sergio Vázquez
- Medical Oncology, Hospital Universitario Lucus Augusti, Lugo, Spain.
| | - Juan Coves
- Medical Oncology, Hospital Universitari Son Llàtzer, Palma de Mallorca, Spain.
| | | | | | - David Vicente
- Medical Oncology, Hospital Universitario Virgen de la Macarena, Sevilla, Spain.
| | - Núria Farré
- Radiation Oncology, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain.
| | - Luis Fernández Fornos
- Radiotherapic Oncology, Hospital General Universitario de Alicante, Alicante, Spain.
| | - Irma Zapata
- Radiation Oncology, Hospital Universitario Puerta de Hierro, Majadahonda, Spain.
| | - Fabio Franco
- Medical Oncology, Hospital Universitario Puerta de Hierro-Majadahonda, Majadahonda, Spain.
| | - Roberto Serna-Blasco
- Medical Oncology, Hospital Universitario Puerta de Hierro-Majadahonda, Majadahonda, Spain; Liquid Biopsy Laboratory, Biomedical Sciences Research Institute Puerta de Hierro-Majadahonda, Spain.
| | - Atocha Romero
- Medical Oncology, Hospital Universitario Puerta de Hierro-Majadahonda, Majadahonda, Spain; Liquid Biopsy Laboratory, Biomedical Sciences Research Institute Puerta de Hierro-Majadahonda, Spain.
| | - Dolores Isla
- Medical Oncology, Hospital Clínico Universitario Lozano Blesa, Zaragoza, IIS Aragón, Spain.
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Homicsko K. Deep Tumor Profiling for Molecular Tumor Boards. SYSTEMS MEDICINE 2021. [DOI: 10.1016/b978-0-12-801238-3.11680-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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Sakai K, Takahama T, Shimokawa M, Azuma K, Takeda M, Kato T, Daga H, Okamoto I, Akamatsu H, Teraoka S, Ono A, Ohira T, Yokoyama T, Yamamoto N, Nakagawa K, Nishio K. Predicting osimertinib-treatment outcomes through EGFR mutant-fraction monitoring in the circulating tumor DNA of EGFR T790M-positive patients with non-small cell lung cancer (WJOG8815L). Mol Oncol 2020; 15:126-137. [PMID: 33131198 PMCID: PMC7782093 DOI: 10.1002/1878-0261.12841] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 10/16/2020] [Accepted: 10/16/2020] [Indexed: 02/01/2023] Open
Abstract
The WJOG8815L phase II clinical study involves patients with non‐small cell lung cancer (NSCLC) that harbored the EGFR T790M mutation, which confers resistance to EGFR tyrosine kinase inhibitors (TKIs). The purpose of this study was to assess the predictive value of monitoring EGFR genomic alterations in circulating tumor DNA (ctDNA) from patients with NSCLC that undergo treatment with the third‐generation EGFR‐TKI osimertinib. Plasma samples of 52 patients harboring the EGFR T790M mutation were obtained pretreatment (Pre), on day 1 of treatment cycle 4 (C4) or cycle 9 (C9), and at diagnosis of disease progression or treatment discontinuation (PD/stop). CtDNA was screened for EGFR‐TKI‐sensitizing mutations, the EGFR T790M mutation, and other genomic alterations using the cobas EGFR Mutation Test v2 (cobas), droplet digital PCR (ddPCR), and targeted deep sequencing. Analysis of the sensitizing—and T790M—EGFR mutant fractions (MFs) was used to determine tumor mutational burden. Both MFs were found to decrease during treatment, whereas rebound of the sensitizing EGFR MF was observed at PD/stop, suggesting that osimertinib targeted both T790M mutation‐positive tumors and tumors with sensitizing EGFR mutations. Significant differences in the response rates and progression‐free survival were observed between the sensitizing EGFR MF‐high and sensitizing EGFR MF‐low groups (cutoff: median) at C4. In conclusion, ctDNA monitoring for sensitizing EGFR mutations at C4 is suitable for predicting the treatment outcomes in NSCLC patients receiving osimertinib (Clinical Trial Registration No.: UMIN000022076).
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Affiliation(s)
- Kazuko Sakai
- Department of Genome Biology, Faculty of Medicine, Kindai University, Osaka, Japan
| | - Takayuki Takahama
- Department of Medical Oncology, Faculty of Medicine, Kindai University, Osaka, Japan
| | - Mototsugu Shimokawa
- Department of Biostatistics, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan
| | - Koichi Azuma
- Division of Respirology, Neurology, and Rheumatology, Department of Internal Medicine, Kurume University School of Medicine, Fukuoka, Japan
| | - Masayuki Takeda
- Department of Medical Oncology, Faculty of Medicine, Kindai University, Osaka, Japan
| | - Terufumi Kato
- Department of Thoracic Oncology, Kanagawa Cancer Center, Yokohama, Japan
| | - Haruko Daga
- Department of Medical Oncology, Osaka City General Hospital, Osaka, Japan
| | - Isamu Okamoto
- Research Institute for Diseases of the Chest, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Hiroaki Akamatsu
- Internal Medicine III, Wakayama Medical University, Wakayama, Japan
| | - Shunsuke Teraoka
- Internal Medicine III, Wakayama Medical University, Wakayama, Japan
| | - Akira Ono
- Division of Thoracic Oncology, Shizuoka Cancer Center, Shizuoka, Japan
| | - Tatsuo Ohira
- Department of Surgery, Tokyo Medical University, Tokyo, Japan
| | - Toshihide Yokoyama
- Department of Respiratory Medicine, Kurashiki Central Hospital, Okayama, Japan
| | | | - Kazuhiko Nakagawa
- Department of Medical Oncology, Faculty of Medicine, Kindai University, Osaka, Japan
| | - Kazuto Nishio
- Department of Genome Biology, Faculty of Medicine, Kindai University, Osaka, Japan
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Esagian SM, Grigoriadou GΙ, Nikas IP, Boikou V, Sadow PM, Won JK, Economopoulos KP. Comparison of liquid-based to tissue-based biopsy analysis by targeted next generation sequencing in advanced non-small cell lung cancer: a comprehensive systematic review. J Cancer Res Clin Oncol 2020; 146:2051-2066. [PMID: 32462295 PMCID: PMC7456570 DOI: 10.1007/s00432-020-03267-x] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 05/14/2020] [Indexed: 02/07/2023]
Abstract
PURPOSE To explore whether targeted next generation sequencing (NGS) of liquid biopsy in advanced non-small cell lung cancer (NSCLC) could potentially overcome the innate problems that arise with standard tissue biopsy, like intratumoral heterogeneity and the inability to obtain adequate samples for analysis. METHODS The Scopus, Cochrane Library, and MEDLINE (via PubMed) databases were searched for studies with matched tissue and liquid biopsies from advanced NSCLC patients, analyzed with targeted NGS. The number of mutations detected in tissue biopsy only, liquid biopsy only, or both was assessed and the positive percent agreement (PPA) of the two methods was calculated for every clinically relevant gene. RESULTS A total of 644 unique relevant articles were retrieved and data were extracted from 38 studies fulfilling the inclusion criteria. The sample size was composed of 2000 mutations tested in matched tissue and liquid biopsies derived from 1141 patients. No studies analyzed circulating tumor cells. The calculated PPA rates were 53.6% (45/84) for ALK, 53.9% (14/26) for BRAF, 56.5% (13/23) for ERBB2, 67.8% (428/631) for EGFR, 64.2% (122/190) for KRAS, 58.6% (17/29) for MET, 54.6% (12/22) for RET, and 53.3% (8/15) for ROS1. We additionally recorded data for 65 genes that are not recommended by current guidelines for mutational testing. An extra category containing results of unspecified genes was added, with a PPA rate of 55.7% (122/219). CONCLUSION Despite many advantages, liquid biopsy might be unable to fully substitute its tissue counterpart in detecting clinically relevant mutations in advanced NSCLC patients. However, it may serve as a helpful tool when making therapeutic decisions. More studies are needed to evaluate its role in everyday clinical practice.
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Affiliation(s)
- Stepan M Esagian
- Oncology Working Group, Society of Junior Doctors, Athens, Greece
| | - Georgia Ι Grigoriadou
- Oncology Working Group, Society of Junior Doctors, Athens, Greece
- 1st Department of Medical Oncology, Theageneio Anticancer Hospital, Thessaloníki, Greece
| | - Ilias P Nikas
- School of Medicine, European University of Cyprus, Nicosia, Cyprus
| | - Vasileios Boikou
- Oncology Working Group, Society of Junior Doctors, Athens, Greece
- Athens University of Economics and Business, Athens, Greece
| | - Peter M Sadow
- Department of Pathology, Harvard Medical School, Massachusetts General Hospital, Boston, MA, USA
| | - Jae-Kyung Won
- Department of Pathology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Konstantinos P Economopoulos
- Oncology Working Group, Society of Junior Doctors, Athens, Greece.
- Department of Surgery, Duke University Medical Center, 2301 Erwin Rd, Durham, NC, 27710, USA.
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Fukuhara T, Saito H, Furuya N, Watanabe K, Sugawara S, Iwasawa S, Tsunezuka Y, Yamaguchi O, Okada PM, Yoshimori K, Nakachi I, Gemma PA, Azuma K, Kurimoto F, Tsubata Y, Fujita Y, Nagashima H, Asai G, Watanabe S, Miyazaki M, Hagiwara PK, Nukiwa PT, Morita PS, Kobayashi PK, Maemondo PM. Evaluation of plasma EGFR mutation as an early predictor of response of erlotinib plus bevacizumab treatment in the NEJ026 study. EBioMedicine 2020; 57:102861. [PMID: 32629391 PMCID: PMC7334809 DOI: 10.1016/j.ebiom.2020.102861] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 05/24/2020] [Accepted: 06/11/2020] [Indexed: 12/26/2022] Open
Abstract
Background The NEJ026 Phase 3 study demonstrated that erlotinib and bevacizumab (BE)-treated NSCLC patients with EGFR mutations had significantly better progression-free survival (PFS) than those treated with erlotinib alone (E). This study included a prospective analysis of the relationship between the mutational status of EGFR in plasma circulating tumor DNA (ctDNA) and the efficacy of TKI monotherapy or combination therapy. We describe these results herein. Methods Plasma samples were collected from patients enrolled in NEJ026 at the start of treatment (P0), 6 weeks after the start of treatment (P1), and upon confirmation of progressive disease (P2). Plasma ctDNA was analyzed using a modified PNA-LNA PCR clamp method. PFS and OS according to EGFR status at the time of plasma collection were evaluated. Findings Plasma activating EGFR mutation (aEGFR) at P0 was detected in 68% of cases; patients without plasma aEGFR had longer PFS. The frequency of T790M mutation at P2 was similar in both arms: 8 (19.0%) in BE and 11 (20.8%) in E. Based on the aEGFR profiles, PFS was evaluated among three groups: type A [P0(-), P1(-)], type B [P0(+), P1(-)], and type C [P0(+), P1(+)]. This revealed that BE was more efficacious than E, and that BE was associated with improved PFS in all types. Interpretation Pre-treatment plasma aEGFR status have a potential of early predictor of response of TKI efficacy. Monitoring plasma aEGFR mutation will contribute to selection and continuation of treatment with BE or E. Funding Chugai Pharmaceutical.
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Affiliation(s)
| | | | - Naoki Furuya
- St. Marianna University School of Medicine, Kawasaki, Japan
| | | | | | | | | | - Ou Yamaguchi
- Saitama Medical University International Medical Center, Hidaka, Japan
| | | | | | | | | | | | | | | | - Yuka Fujita
- National Hospital Organization Asahikawa Medical Center, Asahikawa, Japan
| | - Hiromi Nagashima
- Division of Pulmonary Medicine, Allergy, and Rheumatology, Department of Internal Medicine, Iwate Medical University School of Medicine, 2-1-1, Idaidori, Yahaba-cho, Shiwa-gun, Iwate 028-3695, Japan
| | - Gyo Asai
- Okazaki City Hospital, Okazaki, Japan
| | | | | | | | | | | | | | - Prof Makoto Maemondo
- Division of Pulmonary Medicine, Allergy, and Rheumatology, Department of Internal Medicine, Iwate Medical University School of Medicine, 2-1-1, Idaidori, Yahaba-cho, Shiwa-gun, Iwate 028-3695, Japan.
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Chiou CC, Wang CL, Luo JD, Liu CY, Ko HW, Yang CT. Targeted Sequencing of Circulating Cell Free DNA Can Be Used to Monitor Therapeutic Efficacy of Tyrosine Kinase Inhibitors in Non-small Cell Lung Cancer Patients. Cancer Genomics Proteomics 2020; 17:417-423. [PMID: 32576586 PMCID: PMC7367604 DOI: 10.21873/cgp.20200] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 03/13/2020] [Accepted: 03/14/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND/AIM Circulating tumor DNA (ctDNA) bears specific mutations derived from tumor cells. The amount of mutant ctDNA may reflect tumor burden. In this study, we detected epidermal growth factor receptor (EGFR) mutations in ctDNA as a monitoring marker for the response of non-small cell lung cancer (NSCLC) patients to tyrosine kinase inhibitors (TKIs). PATIENTS AND METHODS Serial plasma samples from eight NSCLC patients during TKI treatment were collected. Libraries with barcoded adapters were constructed from ctDNA of these plasma samples using a PCR-based targeted DNA panel. The libraries were then sequenced for measuring EGFR mutations. In addition, carcinoembryonic antigen (CEA) was also measured in these patients. RESULTS In six patients who suffered disease progression (PD), five had elevated EGFR mutation reads before PD. In the two patients who did not develop PD, EGFR mutations remained undetectable in their plasma. The CEA levels were higher than the cutoff value in most samples and had a poor correlation with disease status. CONCLUSION The mutation count of tumor-specific mutations can be a monitoring marker of TKI treatment in NSCLC patients.
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Affiliation(s)
- Chiuan-Chian Chiou
- Department of Medical Biotechnology and Laboratory Science, College of Medicine, Chang Gung University, Taoyuan, Taiwan, R.O.C
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan, R.O.C
- Department of Thoracic Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan, R.O.C
| | - Chih-Liang Wang
- Department of Thoracic Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan, R.O.C
- Department of Medicine, College of Medicine, Chang Gung University, Taoyuan, Taiwan, R.O.C
| | - Ji-Dung Luo
- Bioinformatics Resource Center, The Rockefeller University, New York, NY, U.S.A
| | - Chien-Ying Liu
- Department of Thoracic Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan, R.O.C
- Department of Medicine, College of Medicine, Chang Gung University, Taoyuan, Taiwan, R.O.C
| | - How-Wen Ko
- Department of Thoracic Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan, R.O.C
| | - Cheng-Ta Yang
- Department of Thoracic Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan, R.O.C.
- Department of Respiratory Therapy, College of Medicine, Chang Gung University, Taoyuan, Taiwan, R.O.C
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Ogasawara A, Hihara T, Shintani D, Yabuno A, Ikeda Y, Tai K, Fujiwara K, Watanabe K, Hasegawa K. Evaluation of Circulating Tumor DNA in Patients with Ovarian Cancer Harboring Somatic PIK3CA or KRAS Mutations. Cancer Res Treat 2020; 52:1219-1228. [PMID: 32599986 PMCID: PMC7577815 DOI: 10.4143/crt.2019.688] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2019] [Accepted: 05/01/2020] [Indexed: 01/08/2023] Open
Abstract
Purpose Circulating tumor DNA (ctDNA) is an attractive source for liquid biopsy to understand molecular phenotypes of a tumor non-invasively, which is also expected to be both a diagnostic and prognostic marker. PIK3CA and KRAS are among the most frequently mutated genes in epithelial ovarian cancer (EOC). In addition, their hotspot mutations have already been identified and are ready for a highly sensitive analysis. Our aim is to clarify the significance of PIK3CA and KRAS mutations in the plasma of EOC patients as tumor-informed ctDNA. Methods We screened 306 patients with ovarian tumors for somatic PIK3CA or KRAS mutations. A total of 85 EOC patients had somatic PIK3CA and/or KRAS mutations, and the corresponding mutations were subsequently analyzed using a droplet digital polymerase chain reaction in their plasma. Results The detection rates for ctDNA were 27% in EOC patients. Advanced stage and positive peritoneal cytology were associated with higher frequency of ctDNA detection. Preoperative ctDNA detection was found to be an indicator of outcomes, and multivariate analysis revealed that ctDNA remained an independent risk factor for recurrence (p=0.010). Moreover, we assessed the mutation frequency in matched plasma before surgery and at recurrence from 17 patients, and found six patients had higher mutation rates in cell-free DNA at recurrence compared to that at primary diagnosis. Conclusion The presence of ctDNA at diagnosis was an indicator for recurrence, which suggests potential tumor spread even when tumors were localized at the time of diagnosis.
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Affiliation(s)
- Aiko Ogasawara
- Department of Gynecologic Oncology, Saitama Medical University International Medical Center, Hidaka, Japan
| | - Taro Hihara
- Tsukuba Research Laboratories, Eisai Co., Ltd., Tsukuba, Japan
| | - Daisuke Shintani
- Department of Gynecologic Oncology, Saitama Medical University International Medical Center, Hidaka, Japan
| | - Akira Yabuno
- Department of Gynecologic Oncology, Saitama Medical University International Medical Center, Hidaka, Japan
| | - Yuji Ikeda
- Department of Gynecologic Oncology, Saitama Medical University International Medical Center, Hidaka, Japan
| | - Kenji Tai
- Tsukuba Research Laboratories, Eisai Co., Ltd., Tsukuba, Japan
| | - Keiichi Fujiwara
- Department of Gynecologic Oncology, Saitama Medical University International Medical Center, Hidaka, Japan
| | | | - Kosei Hasegawa
- Department of Gynecologic Oncology, Saitama Medical University International Medical Center, Hidaka, Japan
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Taus Á, Camacho L, Rocha P, Hernández A, Longarón R, Clavé S, Fernández-Ibarrondo L, Salido M, Hardy-Werbin M, Fernández-Rodríguez C, Albanell J, Bellosillo B, Arriola E. Plasmatic KRAS Kinetics for the Prediction of Treatment Response and Progression in Patients With KRAS-mutant Lung Adenocarcinoma. Arch Bronconeumol 2020; 57:323-329. [PMID: 32253118 DOI: 10.1016/j.arbres.2020.01.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 01/20/2020] [Accepted: 01/26/2020] [Indexed: 12/25/2022]
Abstract
INTRODUCTION KRAS is the most common driver mutation in lung cancer. ctDNA-based assessment offers advantages over tumor as a minimally invasive method able to capture tumor heterogeneity. Monitoring KRAS mutational load in ctDNA may be useful in the management of the patients. METHODS Consecutive patients diagnosed with KRAS mutant lung adenocarcinoma in the tumor biopsy were included in this study. Plasma samples were obtained at different time points during the course of the disease. KRAS mutations in plasma were quantified using digital PCR and correlated with mutations in tumor and with radiological response and progression. RESULTS Two hundred and forty-five plasma samples from 56 patients were analyzed. The rate of detection of KRAS mutations in plasma in our previously characterized KRAS-mutant cases was 82% overall, reaching 96% in cases with more than 1 metastatic location. The dynamics of KRAS mutational load predicted response in 93% and progression in 63% of cases, 33 and 50 days respectively in advance of radiological evaluation. Progression-free survival for patients in whom ctDNA was not detectable in plasma after treatment initiation was significantly longer than for those in whom ctDNA remained detectable (7.7 versus 3.2 months; HR: 0.44, p=0.004). CONCLUSIONS The detection of KRAS mutations in ctDNA showed a good correlation with that in tumor biopsy and, in most cases, predicted tumor response and progression to chemotherapy in advance of radiographic evaluation. The liquid biopsies for ctDNA-based molecular analyses are a reliable tool for KRAS testing in clinical practice.
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Affiliation(s)
- Álvaro Taus
- Medical Oncology Department, Hospital del Mar-CIBERONC, Barcelona, Spain; Departamento de Medicina, Universidad Autónoma de Barcelona (UAB), Barcelona, Spain; Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Laura Camacho
- Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain; Pathology Department, Hospital del Mar, Barcelona, Spain
| | - Pedro Rocha
- Medical Oncology Department, Hospital del Mar-CIBERONC, Barcelona, Spain
| | - Ainhoa Hernández
- Medical Oncology Department, Hospital del Mar-CIBERONC, Barcelona, Spain
| | - Raquel Longarón
- Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain; Pathology Department, Hospital del Mar, Barcelona, Spain
| | - Sergi Clavé
- Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain; Pathology Department, Hospital del Mar, Barcelona, Spain
| | | | - Marta Salido
- Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain; Pathology Department, Hospital del Mar, Barcelona, Spain
| | - Max Hardy-Werbin
- Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | | | - Joan Albanell
- Medical Oncology Department, Hospital del Mar-CIBERONC, Barcelona, Spain; Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Beatriz Bellosillo
- Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain; Pathology Department, Hospital del Mar, Barcelona, Spain
| | - Edurne Arriola
- Medical Oncology Department, Hospital del Mar-CIBERONC, Barcelona, Spain; Cancer Research Program, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain.
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Clearing of circulating tumour DNA predicts clinical response to osimertinib in EGFR mutated lung cancer patients. Lung Cancer 2020; 143:67-72. [PMID: 32213382 DOI: 10.1016/j.lungcan.2020.03.020] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Revised: 03/16/2020] [Accepted: 03/17/2020] [Indexed: 01/13/2023]
Abstract
OBJECTIVES Tyrosine kinase inhibitors (TKIs) are first line treatment choices for patients with epidermal growth factor receptor (EGFR) mutated non-small cell lung cancer (NSCLC). However, responses vary among patients, therefore good biomarkers predicting better responses are required. EGFR mutations are detected in the blood from patients as circulating tumour DNA (ctDNA). Studies have shown that clearing ctDNA during first line TKI treatment predicts outcomes for first and second generation TKI treatments. We aimed to investigate the effects on outcome measures of ctDNA clearing in subsequent treatment lines to treatment with the third generation TKI osimertinib. METHODS In total, 225 patients were included in a prospective, multicentre study, where consecutive blood samples were monitored for EGFR mutations during systemic treatment lines, using the Cobas® EGFR mutation test v2. This study focused on EGFR mutations in ctDNA of 82 systemically pre-treated patients receiving osimertinib. RESULTS Clearing all EGFR mutations from the blood after osimertinib treatment, significantly predicted progression-free survival, objective response rates and disease control rates. Primary sensitising EGFR mutations were found in ctDNA in 70 % of patients, and were accompanied by the T790 M mutation in nearly two thirds of cases. The T790 M mutation was cleared in all cases, while the accompanying sensitising mutations did not necessarily clear. However, T790 M clearing without simultaneously clearing of the primary sensitising mutation did not predict clinical responses. Neither the detection of T790 M before osimertinib treatment, nor the presence of EGFR mutations at the time of osimertinib initiation predicted clinical outcomes. CONCLUSION The clearing of EGFR mutations in ctDNA after osimertinib treatment initiation in patients with advanced NSCLC is useful as a positive predictor of clinical outcome.
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Molina-Vila MA, Stahel RA, Dafni U, Jordana-Ariza N, Balada-Bel A, Garzón-Ibáñez M, García-Peláez B, Mayo-de-las-Casas C, Felip E, Curioni Fontecedro A, Gautschi O, Peters S, Massutí B, Palmero R, Ponce Aix S, Carcereny E, Früh M, Pless M, Popat S, Cuffe S, Bidoli P, Kammler R, Roschitzki-Voser H, Tsourti Z, Karachaliou N, Rosell R. Evolution and Clinical Impact of EGFR Mutations in Circulating Free DNA in the BELIEF Trial. J Thorac Oncol 2020; 15:416-425. [DOI: 10.1016/j.jtho.2019.11.023] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Revised: 11/12/2019] [Accepted: 11/19/2019] [Indexed: 01/05/2023]
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Zhu C, Zhuang W, Chen L, Yang W, Ou WB. Frontiers of ctDNA, targeted therapies, and immunotherapy in non-small-cell lung cancer. Transl Lung Cancer Res 2020; 9:111-138. [PMID: 32206559 PMCID: PMC7082279 DOI: 10.21037/tlcr.2020.01.09] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Accepted: 01/02/2020] [Indexed: 12/19/2022]
Abstract
Non-small-cell lung cancer (NSCLC), a main subtype of lung cancer, is one of the most common causes of cancer death in men and women worldwide. Circulating tumor DNA (ctDNA), tyrosine kinase inhibitors (TKIs) and immunotherapy have revolutionized both our understanding of NSCLC, from its diagnosis to targeted NSCLC therapies, and its treatment. ctDNA quantification confers convenience and precision to clinical decision making. Furthermore, the implementation of TKI-based targeted therapy and immunotherapy has significantly improved NSCLC patient quality of life. This review provides an update on the methods of ctDNA detection and its impact on therapeutic strategies; therapies that target epidermal growth factor receptor (EGFR) and anaplastic lymphoma kinase (ALK) using TKIs such as osimertinib and lorlatinib; the rise of various resistant mechanisms; and the control of programmed cell death-1 (PD-1), programmed cell death ligand-1 (PD-L1), and cytotoxic T-lymphocyte antigen-4 (CTLA-4) by immune checkpoint inhibitors (ICIs) in immunotherapy; blood tumor mutational burden (bTMB) calculated by ctDNA assay as a novel biomarker for immunotherapy. However, NSCLC patients still face many challenges. Further studies and trials are needed to develop more effective drugs or therapies to treat NSCLC.
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Affiliation(s)
- Chennianci Zhu
- Zhejiang Provincial Key Laboratory of Silkworm Bioreactor and Biomedicine, College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou 310018, China
| | - Weihao Zhuang
- Zhejiang Provincial Key Laboratory of Silkworm Bioreactor and Biomedicine, College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou 310018, China
| | - Limin Chen
- Zhejiang Provincial Key Laboratory of Silkworm Bioreactor and Biomedicine, College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou 310018, China
| | - Wenyu Yang
- Zhejiang Provincial Key Laboratory of Silkworm Bioreactor and Biomedicine, College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou 310018, China
| | - Wen-Bin Ou
- Zhejiang Provincial Key Laboratory of Silkworm Bioreactor and Biomedicine, College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou 310018, China
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Iwama E, Sakai K, Hidaka N, Inoue K, Fujii A, Nakagaki N, Ota K, Toyozawa R, Azuma K, Nakatomi K, Harada T, Hisasue J, Sakata S, Shimose T, Kishimoto J, Nakanishi Y, Nishio K, Okamoto I. Longitudinal monitoring of somatic genetic alterations in circulating cell‐free DNA during treatment with epidermal growth factor receptor–tyrosine kinase inhibitors. Cancer 2020; 126:219-227. [DOI: 10.1002/cncr.32481] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 05/30/2019] [Indexed: 08/30/2023]
Affiliation(s)
- Eiji Iwama
- Research Institute for Diseases of the Chest, Graduate School of Medical Sciences Kyushu University Fukuoka Japan
| | - Kazuko Sakai
- Department of Genome Biology Kindai University Faculty of Medicine Osaka‐Sayama Japan
| | - Noriko Hidaka
- Research Institute for Diseases of the Chest, Graduate School of Medical Sciences Kyushu University Fukuoka Japan
| | - Koji Inoue
- Department of Respiratory Medicine Kitakyushu Municipal Medical Center Kita‐Kyushu Japan
| | - Akiko Fujii
- Department of Respiratory Medicine Koga Hospital 21 Kurume Japan
| | - Noriaki Nakagaki
- Department of Respiratory Medicine Steel Memorial Yawata Hospital Kita‐Kyushu Japan
| | - Keiichi Ota
- Department of Respiratory Medicine National Hospital Organization Fukuoka‐higashi Medical Center Fukuoka‐Koga Japan
| | - Ryo Toyozawa
- Department of Thoracic Oncology National Kyushu Cancer Center Fukuoka Japan
| | - Koichi Azuma
- Division of Respirology, Neurology, and Rheumatology, Department of Internal Medicine Kurume University School of Medicine Kurume Japan
| | - Keita Nakatomi
- Department of Respiratory Medicine Kyushu Chuo Hospital Fukuoka Japan
| | - Taishi Harada
- Department of Respiratory Medicine Japan Community Healthcare Organization Kyushu Hospital Kita‐Kyushu Japan
| | - Junko Hisasue
- Department of Respiratory Medicine Hara Sanshin Hospital Fukuoka Japan
| | - Shinya Sakata
- Department of Respiratory Medicine, Faculty of Life Sciences Kumamoto University Kumamoto Japan
| | | | - Junji Kishimoto
- Department of Research and Development of Next Generation Medicine Kyushu University Fukuoka Japan
| | - Yoichi Nakanishi
- Research Institute for Diseases of the Chest, Graduate School of Medical Sciences Kyushu University Fukuoka Japan
| | - Kazuto Nishio
- Department of Genome Biology Kindai University Faculty of Medicine Osaka‐Sayama Japan
| | - Isamu Okamoto
- Research Institute for Diseases of the Chest, Graduate School of Medical Sciences Kyushu University Fukuoka Japan
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Abstract
An accurate profiling of the genomic landscape is mandatory to establish the best clinical and therapeutic approach for patients with solid malignancies. Moreover, tumor cells constantly adapt to external pressures-i.e., systemic treatment-with the selection and expansion of resistant subclones and the emergence of heterogeneous overlapping genomic alterations of resistance. The current standard for molecular characterization in cancer is the performance of a tissue tumor biopsy at the time of diagnosis and, when possible, a re-biopsy at the time of progression. However, tissue biopsy is not always feasible or practical and may underestimate tumor heterogeneity and clonal dynamics. Circulating DNA fragments carrying tumor-specific sequence alterations (circulating tumor DNA, ctDNA) are released from cancer cells into the bloodstream, representing a variable and generally small fraction of the total circulating cell-free DNA. Tumor genotyping in ctDNA (liquid biopsy) offers potential advantages versus the standard tumor tissue biopsy, including non-invasiveness and representation of molecular heterogeneity. Technical advances in sequencing platforms have led to dramatic improvements in variant detection sensitivity and specificity that allow for the detection and quantification of low levels of ctDNA. This provides valuable information on both actionable mutations and captures real-time variations in tumor dynamics. Liquid biopsy clinical applications include molecular diagnosis, determination of tumor load as a surrogate marker of early response, monitoring of mutations of resistance to targeted therapy and detection of minimal residual disease after cancer surgery. The aim of this chapter is to provide an overview of the biological rational and technical background of ctDNA analysis, as well as on the main clinical applications of liquid biopsy in dynamic treatment stratification in solid tumors. Special emphasis will be made on the current and potential benefits of the implementation of ctDNA in clinical practice, mainly in melanoma, lung, and colorectal cancer.
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Affiliation(s)
- Joana Vidal
- Cancer Research Program, CIBERONC, Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain
- Medical Oncology Department, Hospital del Mar, Barcelona, Spain
| | - Alvaro Taus
- Cancer Research Program, CIBERONC, Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain
- Medical Oncology Department, Hospital del Mar, Barcelona, Spain
| | - Clara Montagut
- Cancer Research Program, CIBERONC, Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain.
- Medical Oncology Department, Hospital del Mar, Barcelona, Spain.
- Medical Oncology Department, HM Hospitales - Hospital HM Delfos, Barcelona, Spain.
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Ebert EBF, McCulloch T, Hansen KH, Linnet H, Sorensen B, Meldgaard P. Clearing of circulating tumour DNA predicts clinical response to first line tyrosine kinase inhibitors in advanced epidermal growth factor receptor mutated non-small cell lung cancer. Lung Cancer 2019; 141:37-43. [PMID: 31945708 DOI: 10.1016/j.lungcan.2019.12.016] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 12/28/2019] [Indexed: 01/30/2023]
Abstract
OBJECTIVES Epidermal growth factor receptor (EGFR) mutations confer sensitivity to tyrosine kinase inhibitors (TKIs) in non-small cell lung cancer (NSCLC). However, a subset of patients has limited or no response. We investigated the initial dynamics of EGFR mutations detected in circulating tumour DNA (ctDNA) during treatment as a predictive marker of outcome. METHODS A total of 225 patients with advanced EGFR mutated NSCLC were included for consecutive blood sampling in this prospective multicentre study. Out of these, 146 patients received first line TKI and had a baseline blood sample available for EGFR mutation testing with the Cobas® EGFR mutation test V2. For examinations on clearing and clinical outcome, 98 patients who had detectable ctDNA at baseline and at least one follow-up blood sample were included. RESULTS For patients with EGFR mutations present in plasma at baseline, clearing of mutations from the blood during first line TKI served as a positive predictor for objective response rate (p = 0.0008), progression-free survival (PFS) (p < 0.0001) and overall survival (OS) (p < 0.0001). This was seen both for patients who cleared the ctDNA within the first 7 weeks of treatment and patients who cleared the ctDNA at a slower pace. Baseline mutation presence was a negative predictor for PFS (p = 0.0069) and OS (p = 0.0340). CONCLUSION The current study is the first to confirm, in a sizeable Caucasian cohort, that clearing of EGFR mutations predict outcome to first line TKI in patients with EGFR mutated NSCLC.
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Affiliation(s)
- Eva Boysen Fynboe Ebert
- Department of Oncology, Aarhus University Hospital, Palle Juul-Jensens Blvd. 99, 8200 Aarhus, Denmark.
| | - Tine McCulloch
- Department of Oncology, Aalborg University Hospital, Hobrovej 18-22, 9100 Aalborg, Denmark.
| | - Karin Holmskov Hansen
- Department of Oncology, Odense University Hospital, J.B. Winsløws Vej 4, 5000 Odense, Denmark.
| | - Hanne Linnet
- Department of Oncology, Herning Regional Hospital, Gl. Landevej 61, 7400 Herning, Denmark.
| | - Boe Sorensen
- Department of Biochemistry, Aarhus University Hospital, Palle Juul-Jensens Blvd. 99, 8200 Aarhus, Denmark.
| | - Peter Meldgaard
- Department of Oncology, Aarhus University Hospital, Palle Juul-Jensens Blvd. 99, 8200 Aarhus, Denmark.
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de Melo-Silva AJ, Lucena JP, Hueneburg T. The evolution of molecular diagnosis using digital polymerase chain reaction to detect cancer via cell-free DNA and circulating tumor cells. Cell Biol Int 2019; 44:735-743. [PMID: 31829466 DOI: 10.1002/cbin.11286] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Accepted: 12/10/2019] [Indexed: 01/05/2023]
Abstract
Cancer is one of the most important causes of death worldwide. The onset of cancer may be initiated due to a variety of factors such as environment, genetics or even due to personal lifestyle choices. To counteract this tremendous increase, the demand for a new technology has risen. By this means, the use of digital polymerase chain reaction (dPCR) has been shown to be a promising methodology in the early detection of many types of cancers. Furthermore, several researchers confirmed that the use of tumor cell-free DNA (cfDNA) and circulating tumor cells (CTC) in peripheral blood is essential in revealing an early prognosis of such diseases. Besides this, it was established that dPCR might be used in a much more efficient, accurate, and reliable manner to amplify a variety of genetic material up to the identification of mutations in hematological diseases. Therefore, this article demonstrates the differences between conventional PCR and dPCR as a molecular technique to detect the early onset of cancer. Furthermore, CTC and cfDNA were officially approved by the Food and Drug Administration as new biological biomarkers in cancer development and monitoring.
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Affiliation(s)
- Alex José de Melo-Silva
- Department of Immunology, Aggeu Magalhães Institute, IAM/FIOCRUZ-PE, Recife-PE, 50670-420, Brazil
| | - Jessica Paula Lucena
- Department of Immunology, Aggeu Magalhães Institute, IAM/FIOCRUZ-PE, Recife-PE, 50670-420, Brazil
| | - Thomas Hueneburg
- University of Technology Sydney, Sydney, 2007, Australia.,Department of Microbiology and Immunology, University of Melbourne, Melbourne-Vic, 3010 Parkeville VIC, Australia
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