1
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Zhao G, Jiang R, Shi Y, Gao S, Wang D, Li Z, Zhou Y, Sun J, Wu W, Peng J, Kuang T, Rong Y, Yuan J, Zhu S, Jin G, Wang Y, Lou W. Circulating cell-free DNA methylation-based multi-omics analysis allows early diagnosis of pancreatic ductal adenocarcinoma. Mol Oncol 2024; 18:2801-2813. [PMID: 38561976 PMCID: PMC11547243 DOI: 10.1002/1878-0261.13643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Revised: 02/29/2024] [Accepted: 03/15/2024] [Indexed: 04/04/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive cancer with a 5-year survival rate of 7.2% in China. However, effective approaches for diagnosis of PDAC are limited. Tumor-originating genomic and epigenomic aberration in circulating free DNA (cfDNA) have potential as liquid biopsy biomarkers for cancer diagnosis. Our study aims to assess the feasibility of cfDNA-based liquid biopsy assay for PDAC diagnosis. In this study, we performed parallel genomic and epigenomic profiling of plasma cfDNA from Chinese PDAC patients and healthy individuals. Diagnostic models were built to distinguish PDAC patients from healthy individuals. Cancer-specific changes in cfDNA methylation landscape were identified, and a diagnostic model based on six methylation markers achieved high sensitivity (88.7% for overall cases and 78.0% for stage I patients) and specificity (96.8%), outperforming the mutation-based model significantly. Moreover, the combination of the methylation-based model with carbohydrate antigen 19-9 (CA19-9) levels further improved the performance (sensitivity: 95.7% for overall cases and 95.5% for stage I patients; specificity: 93.3%). In conclusion, our findings suggest that both methylation-based and integrated liquid biopsy assays hold promise as non-invasive tools for detection of PDAC.
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Affiliation(s)
- Guochao Zhao
- Department of Pancreatic Surgery, Cancer Center, Zhongshan HospitalFudan UniversityShanghaiChina
| | | | - Ying Shi
- Envelope Health Biotechnology Co. Ltd., BGI‐ShenzhenChina
| | - Suizhi Gao
- Department of Hepatobiliary Pancreatic SurgeryChanghai Hospital Affiliated to Navy Medical UniversityShanghaiChina
| | - Dansong Wang
- Department of Pancreatic Surgery, Cancer Center, Zhongshan HospitalFudan UniversityShanghaiChina
| | - Zhilong Li
- Envelope Health Biotechnology Co. Ltd., BGI‐ShenzhenChina
| | - Yuhong Zhou
- Department of Medical Oncology, Cancer Center, Zhongshan HospitalFudan UniversityShanghaiChina
| | - Jianlong Sun
- Envelope Health Biotechnology Co. Ltd., BGI‐ShenzhenChina
| | - Wenchuan Wu
- Department of Pancreatic Surgery, Cancer Center, Zhongshan HospitalFudan UniversityShanghaiChina
| | - Jiaxi Peng
- Envelope Health Biotechnology Co. Ltd., BGI‐ShenzhenChina
| | - Tiantao Kuang
- Department of Pancreatic Surgery, Cancer Center, Zhongshan HospitalFudan UniversityShanghaiChina
| | - Yefei Rong
- Department of Pancreatic Surgery, Cancer Center, Zhongshan HospitalFudan UniversityShanghaiChina
| | - Jie Yuan
- The Fifth Affiliated Hospital of Southern Medical UniversityGuangzhouChina
| | - Shida Zhu
- BGI GenomicsBGI‐ShenzhenChina
- Shenzhen Engineering Laboratory for Innovative Molecular DiagnosticsBGI‐ShenzhenChina
| | - Gang Jin
- Department of Hepatobiliary Pancreatic SurgeryChanghai Hospital Affiliated to Navy Medical UniversityShanghaiChina
| | - Yuying Wang
- Envelope Health Biotechnology Co. Ltd., BGI‐ShenzhenChina
| | - Wenhui Lou
- Department of Pancreatic Surgery, Cancer Center, Zhongshan HospitalFudan UniversityShanghaiChina
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Maqueda JJ, De Feo A, Scotlandi K. Evaluating Circulating Biomarkers for Diagnosis, Prognosis, and Tumor Monitoring in Pediatric Sarcomas: Recent Advances and Future Directions. Biomolecules 2024; 14:1306. [PMID: 39456239 PMCID: PMC11506719 DOI: 10.3390/biom14101306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 10/10/2024] [Accepted: 10/15/2024] [Indexed: 10/28/2024] Open
Abstract
Pediatric sarcomas present a significant challenge in oncology. There is an urgent need for improved therapeutic strategies for high-risk patients and better management of long-term side effects for those who survive the disease. Liquid biopsy is emerging as a promising tool to optimize treatment in these patients by offering non-invasive, repeatable assessments of disease status. Circulating biomarkers can provide valuable insights into tumor genetics and treatment response, potentially facilitating early diagnosis and dynamic disease monitoring. This review examines the potential of liquid biopsies, focusing on circulating biomarkers in the most common pediatric sarcomas, i.e., osteosarcoma, Ewing sarcoma, and rhabdomyosarcoma. We also highlight the current research efforts and the necessary advancements required before these technologies can be widely adopted in clinical practice.
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Affiliation(s)
- Joaquín J. Maqueda
- Laboratory of Experimental Oncology, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy; (A.D.F.); (K.S.)
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3
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Mayne R, Secret S, Geoghegan C, Trebes A, Kean K, Reid K, Lin GL, Ansari MA, de Cesare M, Bonsall D, Elliott I, Piazza P, Brown A, Bray J, Knight JC, Harvala H, Breuer J, Simmonds P, Bowden RJ, Golubchik T. Castanet: a pipeline for rapid analysis of targeted multi-pathogen genomic data. Bioinformatics 2024; 40:btae591. [PMID: 39360992 PMCID: PMC11494375 DOI: 10.1093/bioinformatics/btae591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 08/30/2024] [Accepted: 10/03/2024] [Indexed: 10/05/2024] Open
Abstract
MOTIVATION Target enrichment strategies generate genomic data from multiple pathogens in a single process, greatly improving sensitivity over metagenomic sequencing and enabling cost-effective, high-throughput surveillance and clinical applications. However, uptake by research and clinical laboratories is constrained by an absence of computational tools that are specifically designed for the analysis of multi-pathogen enrichment sequence data. Here we present an analysis pipeline, Castanet, for use with multi-pathogen enrichment sequencing data. Castanet is designed to work with short-read data produced by existing targeted enrichment strategies, but can be readily deployed on any BAM file generated by another methodology. Also included are an optional graphical interface and installer script. RESULTS In addition to genome reconstruction, Castanet reports method-specific metrics that enable quantification of capture efficiency, estimation of pathogen load, differentiation of low-level positives from contamination, and assessment of sequencing quality. Castanet can be used as a traditional end-to-end pipeline for consensus generation, but its strength lies in the ability to process a flexible, pre-defined set of pathogens of interest directly from multi-pathogen enrichment experiments. In our tests, Castanet consensus sequences were accurate reconstructions of reference sequences, including in instances where multiple strains of the same pathogen were present. Castanet performs effectively on standard computers and can process the entire output of a 96-sample enrichment sequencing run (50M reads) using a single batch process command, in $<$2 h. AVAILABILITY AND IMPLEMENTATION Source code freely available under GPL-3 license at https://github.com/MultipathogenGenomics/castanet, implemented in Python 3.10 and supported in Ubuntu Linux 22.04. The data underlying this article are available in Europe Nucleotide Archives, at https://www.ebi.ac.uk/ena/browser/view/PRJEB77004.
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Affiliation(s)
- Richard Mayne
- Nuffield Department of Medicine, Peter Medawar Building for Pathogen Research, University of Oxford, Oxfordshire OX1 3SY, United Kingdom
| | - Shannah Secret
- Radcliffe Department of Medicine, University of Oxford, West Wing John Radcliffe Hospital, Oxfordshire OX3 9DU, United Kingdom
- Microbiology Services, NHS Blood and Transplant, London NW9 5BG, United Kingdom
| | - Cyndi Geoghegan
- Centre for Human Genetics, University of Oxford, Oxfordshire OX3 7BN, United Kingdom
| | - Amy Trebes
- Genewiz UK Ltd, Azenta Life Sciences, Oxfordshire OX14 1SG, United Kingdom
- Oxford Genomics Centre, University of Oxford, Oxfordshire OX3 7BN, United Kingdom
| | - Kai Kean
- Nuffield Department of Medicine, Peter Medawar Building for Pathogen Research, University of Oxford, Oxfordshire OX1 3SY, United Kingdom
| | - Kaitlin Reid
- Nuffield Department of Medicine, Peter Medawar Building for Pathogen Research, University of Oxford, Oxfordshire OX1 3SY, United Kingdom
| | - Gu-Lung Lin
- Oxford Vaccine Group, University of Oxford, Oxfordshire OX3 7LE, United Kingdom
| | - M Azim Ansari
- Nuffield Department of Medicine, Peter Medawar Building for Pathogen Research, University of Oxford, Oxfordshire OX1 3SY, United Kingdom
| | - Mariateresa de Cesare
- National Facility for Genomics, Human Technopole, Viale Rita Levi-Montalcini, Milan 20157, Italy
| | - David Bonsall
- Nuffield Department of Medicine, Peter Medawar Building for Pathogen Research, University of Oxford, Oxfordshire OX1 3SY, United Kingdom
| | - Ivo Elliott
- Centre for Tropical Medicine and Global Health, University of Oxford, Oxfordshire OX3 7LE, United Kingdom
| | - Paolo Piazza
- Centre for Human Genetics, University of Oxford, Oxfordshire OX3 7BN, United Kingdom
| | - Anthony Brown
- Nuffield Department of Medicine, Peter Medawar Building for Pathogen Research, University of Oxford, Oxfordshire OX1 3SY, United Kingdom
| | - James Bray
- Department of Biology, University of Oxford, Oxfordshire OX1 3SY, United Kingdom
| | - Julian C Knight
- Oxford Genomics Centre, University of Oxford, Oxfordshire OX3 7BN, United Kingdom
- Chinese Academy of Medical Science Oxford Institute, University of Oxford, Oxfordshire OX3 7BN, United Kingdom
- NIHR Oxford Biomedical Research Centre, University of Oxford, John Radcliffe Hospital, Oxfordshire OX3 9DU, United Kingdom
| | - Heli Harvala
- Radcliffe Department of Medicine, University of Oxford, West Wing John Radcliffe Hospital, Oxfordshire OX3 9DU, United Kingdom
- Microbiology Services, NHS Blood and Transplant, London NW9 5BG, United Kingdom
| | - Judith Breuer
- Institute of Child Health, University College London, London WC1N 1EH, United Kingdom
| | - Peter Simmonds
- Nuffield Department of Medicine, Peter Medawar Building for Pathogen Research, University of Oxford, Oxfordshire OX1 3SY, United Kingdom
| | - Rory J Bowden
- Genomics Lab, The Walter and Eliza Hall Institute of Medical Research, Victoria 3052, Melbourne, Australia
| | - Tanya Golubchik
- Nuffield Department of Medicine, Peter Medawar Building for Pathogen Research, University of Oxford, Oxfordshire OX1 3SY, United Kingdom
- Sydney Infectious Diseases Institute, Faculty of Medicine and Health, University of Sydney, New South Wales 2050, Sydney, Australia
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4
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Linscott JA, Miyagi H, Murthy PB, Yao S, Grass GD, Vosoughi A, Xu H, Wang X, Yu X, Yu A, Zemp L, Gilbert SM, Poch MA, Sexton WJ, Spiess PE, Li R. From Detection to Cure - Emerging Roles for Urinary Tumor DNA (utDNA) in Bladder Cancer. Curr Oncol Rep 2024; 26:945-958. [PMID: 38837106 DOI: 10.1007/s11912-024-01555-0] [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] [Accepted: 05/20/2024] [Indexed: 06/06/2024]
Abstract
PURPOSE OF REVIEW This review sought to define the emerging roles of urinary tumor DNA (utDNA) for diagnosis, monitoring, and treatment of bladder cancer. Building from early landmark studies the focus is on recent studies, highlighting how utDNA could aid personalized care. RECENT FINDINGS Recent research underscores the potential for utDNA to be the premiere biomarker in bladder cancer due to the constant interface between urine and tumor. Many studies find utDNA to be more informative than other biomarkers in bladder cancer, especially in early stages of disease. Points of emphasis include superior sensitivity over traditional urine cytology, broad genomic and epigenetic insights, and the potential for non-invasive, real-time analysis of tumor biology. utDNA shows promise for improving all phases of bladder cancer care, paving the way for personalized treatment strategies. Building from current research, future comprehensive clinical trials will validate utDNA's clinical utility, potentially revolutionizing bladder cancer management.
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Affiliation(s)
- Joshua A Linscott
- Department of Genitourinary Oncology, Moffitt Cancer Center and Research Institute, Tampa, FL, USA.
| | - Hiroko Miyagi
- Department of Genitourinary Oncology, Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Prithvi B Murthy
- Department of Genitourinary Oncology, Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Sijie Yao
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - G Daniel Grass
- Department of Radiation Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Aram Vosoughi
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Hongzhi Xu
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Xuefeng Wang
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Xiaoqing Yu
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Alice Yu
- Department of Genitourinary Oncology, Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Logan Zemp
- Department of Genitourinary Oncology, Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Scott M Gilbert
- Department of Genitourinary Oncology, Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Michael A Poch
- Department of Genitourinary Oncology, Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Wade J Sexton
- Department of Genitourinary Oncology, Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Philippe E Spiess
- Department of Genitourinary Oncology, Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Roger Li
- Department of Genitourinary Oncology, Moffitt Cancer Center and Research Institute, Tampa, FL, USA
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Nikitina D, Lukosevicius R, Tilinde D, Muskieta T, Hov JR, Melum E, Klovins J, Org E, Kiudelis G, Kupcinskas J, Skieceviciene J. Cell-Free Microbial DNA Analysis: Effects of Blood Plasma and Serum Quantity, Biobanking Protocols, and Isolation Kits. Biopreserv Biobank 2024; 22:363-372. [PMID: 38416864 DOI: 10.1089/bio.2023.0048] [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] [Indexed: 03/01/2024] Open
Abstract
Recent studies highlight the presence of bacterial sequences in the human blood, suggesting potential clinical significance for circulating microbial signatures. These sequences could presumably serve in the diagnosis, prediction, or monitoring of various health conditions. Ensuring the similarity of samples before bacterial analysis is crucial, especially when combining samples from different biobanks prepared under varying conditions (such as different DNA extraction kits, centrifugation conditions, blood collection tubes, etc.). In this study, we aimed to analyze the impact of different sample collection and nucleic acid extraction criteria (blood collection tube, centrifugation, input volume, and DNA extraction kit) on circulating bacterial composition. Blood samples from four healthy individuals were collected into three different sample collection tubes: K2EDTA plasma tube, sodium citrate plasma tube, and gel tube for blood serum. Tubes were centrifugated at standard and double centrifugation conditions. DNA extraction was performed using 100, 200, and 500 μL plasma/serum input volumes. DNA extraction was performed using three different isolation kits: Norgen plasma/serum cell-free circulating DNA purification micro kit, Applied Biosystems MagMAX cell-free DNA isolation kit, and Qiagen QIAamp MinElute cell-free circulating DNA mini kit. All samples were subjected to 16S rRNA V1-V2 library preparation and sequencing. In total, 216 DNA and 18 water control samples were included in the study. According to PERMANOVA, PCoA, Mann-Whitney, and FDR tests the effect of the DNA extraction kit on the microbiota composition was the greatest, whereas the type of blood collection tube, centrifugation type, and sample input volume for the extraction had minor effects. Samples extracted with the Norgen DNA extraction kit were enriched with Gram-negative bacteria, whereas samples extracted with the Qiagen and MagMAX kits were enriched with Gram-positive bacteria. Bacterial profiles of samples prepared with the Qiagen and MagMAX DNA extraction kits were more similar, whereas samples prepared with the Norgen DNA extraction kit were significantly different from other groups.
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Affiliation(s)
- Darja Nikitina
- Laboratory of Clinical and Molecular Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Rokas Lukosevicius
- Laboratory of Clinical and Molecular Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Deimante Tilinde
- Laboratory of Clinical and Molecular Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Tomas Muskieta
- Laboratory of Clinical and Molecular Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Johannes Roksund Hov
- Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Surgery, Inflammatory Diseases and Transplantation, Oslo University Hospital, Oslo, Norway
- Research Institute of Internal Medicine, Division of Surgery, Inflammatory Diseases and Transplantation, Oslo University Hospital, Oslo, Norway
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Section of Gastroenterology, Department of Transplantation Medicine, Division of Surgery, Inflammatory Diseases and Transplantation, Oslo University Hospital, Oslo, Norway
| | - Espen Melum
- Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Surgery, Inflammatory Diseases and Transplantation, Oslo University Hospital, Oslo, Norway
- Research Institute of Internal Medicine, Division of Surgery, Inflammatory Diseases and Transplantation, Oslo University Hospital, Oslo, Norway
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Section of Gastroenterology, Department of Transplantation Medicine, Division of Surgery, Inflammatory Diseases and Transplantation, Oslo University Hospital, Oslo, Norway
- Faculty of Medicine, Hybrid Technology Hub Centre of Excellence, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Janis Klovins
- Latvian Biomedical Research and Study Center, Riga, Latvia
| | - Elin Org
- Institute of Genomics, Estonian Genome Centre, University of Tartu, Tartu, Estonia
| | - Gediminas Kiudelis
- Laboratory of Clinical and Molecular Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
- Department of Gastroenterology, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Juozas Kupcinskas
- Laboratory of Clinical and Molecular Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
- Department of Gastroenterology, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Jurgita Skieceviciene
- Laboratory of Clinical and Molecular Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
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Zhu S, Wu R, Liu X, Xie B, Xie C, Li S, Wu Z, Zhang Z, Tang Z, Gu L. Clinical application of ctDNA in early diagnosis, treatment and prognosis of patients with non-small cell lung cancer. Future Oncol 2024; 20:2213-2224. [PMID: 39073412 PMCID: PMC11514542 DOI: 10.1080/14796694.2024.2376513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 07/02/2024] [Indexed: 07/30/2024] Open
Abstract
Lung cancer is one of the most common malignancies worldwide, with non-small cell lung cancer (NSCLC) being the most common type. As understanding of precise treatment options for NSCLC deepens, circulating tumor DNA (ctDNA) has emerged as a potential biomarker that has become a research hotspot and may represent a new approach for the individualized diagnosis and treatment of NSCLC. This article reviews the applications of ctDNA for the early screening of patients with NSCLC, guiding targeted therapy and immunotherapy, evaluating chemotherapy and postoperative efficacy, assessing prognosis and monitoring recurrence. With the in-depth study of the pathogenesis of NSCLC, plasma ctDNA may become an indispensable part of the precise treatment of NSCLC, which has great clinical application prospects.
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Affiliation(s)
- Shenyu Zhu
- Department of Thoracic Surgery, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
- Ganzhou Key Lab of Brain Injury & Brain Protection, Ganzhou, China
| | - Rongqian Wu
- Department of Endocrinology and Metabolism, Gaoxin Hospital of The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Xiangjin Liu
- Department of Thoracic Surgery, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China
| | - Bin Xie
- First Clinical Medical College, The Gannan Medical University, Ganzhou, China
| | - Chunfa Xie
- Department of Thoracic Surgery, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
- Ganzhou Key Lab of Brain Injury & Brain Protection, Ganzhou, China
| | - Shulin Li
- Department of Thoracic Surgery, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
- Ganzhou Key Lab of Brain Injury & Brain Protection, Ganzhou, China
| | - Zhicheng Wu
- Department of Thoracic Surgery, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
- Ganzhou Key Lab of Brain Injury & Brain Protection, Ganzhou, China
| | - Zuxiong Zhang
- Department of Thoracic Surgery, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
- Ganzhou Key Lab of Brain Injury & Brain Protection, Ganzhou, China
| | - Zhixian Tang
- Department of Thoracic Surgery, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
- Ganzhou Key Lab of Brain Injury & Brain Protection, Ganzhou, China
| | - Liang Gu
- Department of Thoracic Surgery, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
- Ganzhou Key Lab of Brain Injury & Brain Protection, Ganzhou, China
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Flory A, Wilson-Robles H. Noninvasive Blood-Based Cancer Detection in Veterinary Medicine. Vet Clin North Am Small Anim Pract 2024; 54:541-558. [PMID: 38195361 DOI: 10.1016/j.cvsm.2023.12.008] [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] [Indexed: 01/11/2024]
Abstract
The past decade has seen incredible advances in blood-based cancer detection in people and in dogs - yet this represents only a glimpse of the benefits these tests can provide to patients. The clinical uses of this technology range from screening asymptomatic individuals for early detection to use as an aid in diagnosis when cancer is suspected, to cancer monitoring both during and after treatment. This article summarizes the benefits of early cancer detection and examines use cases and methods of blood-based cancer detection in dogs, including quantitative, qualitative, and alternative approaches.
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Affiliation(s)
- Andi Flory
- PetDx, 9310 Athena Circle, Suite 230, La Jolla, CA 92037, USA.
| | - Heather Wilson-Robles
- Volition Veterinary Diagnostics Development, LLC 1489 West Warm Springs Road Suite 110, Henderson, NV 89014, USA; Ethos Discovery, 10435 Sorrento Valley Road, San Diego, CA 92121, USA; The Oncology Service, United Veterinary Health, 6651 Backlick Road, Springfield, VA 22150, USA
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8
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Xu J, Gao H, Guan X, Meng J, Ding S, Long Q, Yi W. Circulating tumor DNA: from discovery to clinical application in breast cancer. Front Immunol 2024; 15:1355887. [PMID: 38745646 PMCID: PMC11091288 DOI: 10.3389/fimmu.2024.1355887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 04/16/2024] [Indexed: 05/16/2024] Open
Abstract
Breast cancer (BC) stands out as the cancer with the highest incidence of morbidity and mortality among women worldwide, and its incidence rate is currently trending upwards. Improving the efficiency of breast cancer diagnosis and treatment is crucial, as it can effectively reduce the disease burden. Circulating tumor DNA (ctDNA) originates from the release of tumor cells and plays a pivotal role in the occurrence, development, and metastasis of breast cancer. In recent years, the widespread application of high-throughput analytical technology has made ctDNA a promising biomarker for early cancer detection, monitoring minimal residual disease, early recurrence monitoring, and predicting treatment outcomes. ctDNA-based approaches can effectively compensate for the shortcomings of traditional screening and monitoring methods, which fail to provide real-time information and prospective guidance for breast cancer diagnosis and treatment. This review summarizes the applications of ctDNA in various aspects of breast cancer, including screening, diagnosis, prognosis, treatment, and follow-up. It highlights the current research status in this field and emphasizes the potential for future large-scale clinical applications of ctDNA-based approaches.
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Affiliation(s)
- Jiachi Xu
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center For Breast Disease In Hunan Province, Changsha, China
| | - Hongyu Gao
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center For Breast Disease In Hunan Province, Changsha, China
| | - Xinyu Guan
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center For Breast Disease In Hunan Province, Changsha, China
| | - Jiahao Meng
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center For Breast Disease In Hunan Province, Changsha, China
| | - Shirong Ding
- Department of Oncology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Qian Long
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center For Breast Disease In Hunan Province, Changsha, China
| | - Wenjun Yi
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center For Breast Disease In Hunan Province, Changsha, China
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9
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Borkowski P, Singh N, Borkowska N. Advancements in Heart Transplantation: Donor-Derived Cell-Free DNA as Next-Generation Biomarker. Cureus 2024; 16:e54018. [PMID: 38476807 PMCID: PMC10930105 DOI: 10.7759/cureus.54018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/11/2024] [Indexed: 03/14/2024] Open
Abstract
Heart failure, particularly in its advanced stages, significantly impacts quality of life. Despite progress in Guideline-Directed Medical Therapy (GDMT) and invasive treatments, heart transplantation (HT) remains the primary option for severe cases. However, complications such as graft rejection present significant challenges that necessitate effective monitoring. Endomyocardial biopsy (EMB) is the gold standard for detecting rejection, but its invasive nature, associated risks, and healthcare costs have shifted interest in non-invasive techniques. Donor-derived cell-free DNA (dd-cfDNA) has gained attention as a promising non-invasive biomarker for monitoring graft rejection. Compared to EMB, dd-cfDNA detects graft rejection early and enables clinicians to adjust immunosuppression promptly. Despite its advantages, dd-cfDNA testing faces challenges, such as the need for specialized technology and potential inaccuracies due to other clinical conditions. Additionally, dd-cfDNA cannot yet differentiate between types of graft rejection, and its effectiveness in chronic rejection remains unclear. Research is ongoing to set precise standards for dd-cfDNA levels, which would enhance its diagnostic accuracy and help in clinical decisions. The article also points to the future of HT monitoring, which may involve combining dd-cfDNA with other biomarkers and integrating artificial intelligence to improve diagnostic capabilities and personalize patient care. Furthermore, it emphasizes both global and racial inequalities in dd-cfDNA testing and the ethical issues related to its use in transplant medicine.
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Affiliation(s)
- Pawel Borkowski
- Internal Medicine, Albert Einstein College of Medicine, Jacobi Medical Center, New York, USA
| | - Nikita Singh
- Internal Medicine, Albert Einstein College of Medicine, Jacobi Medical Center, New York, USA
| | - Natalia Borkowska
- Pediatrics, SPZOZ (Samodzielny Publiczny Zakład Opieki Zdrowotnej) Krotoszyn, Krotoszyn, POL
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10
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Aalami AH, Aalami F, Aliabadi EK, Amirabadi A, Sahebkar A. Detection of Circulating Cell-free DNA to Diagnose Hepatocellular Carcinoma in Chinese Population: A Systematic Review and Meta-analysis. Curr Med Chem 2024; 31:3345-3359. [PMID: 37349993 DOI: 10.2174/0929867330666230622114235] [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: 11/22/2022] [Revised: 04/12/2023] [Accepted: 05/12/2023] [Indexed: 06/24/2023]
Abstract
BACKGROUND Cell-free circulating DNA has been known for many years, but this knowledge has not been beneficial for diagnosis. In this meta-analysis, we examine the diagnostic role of circulating cell-free DNA in HCC patients to find a reliable biomarker for the early detection of HCC. MATERIALS AND METHODS We performed a systematic literature search using Science Direct, Web of Science, PubMed/Medline, Scopus, Google Scholar, and Embase, up to April 1st, 2022. Meta-Disc V.1.4 and Comprehensive Meta-Analysis V.3.3 software calculated the pooled specificity, sensitivity, area under the curve (AUC), diagnostic odds ratio (DOR), positive likelihood ratio (PLR), negative likelihood ratio (NLR) Q*index, and summary receiver-- operating characteristic (SROC) for the role of cfDNA as a biomarker for HCC patients. Moreover, the subgroup analyses have been performed based on sample types (serum/plasma) and detection methods (MS-PCR/methylation). RESULTS A total of 7 articles (9 studies) included 697 participants (485 cases and 212 controls). The overall pooled sensitivity, specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), diagnostic odds ratio (DOR), and area under the curve (AUC) were 0.706 (95% CI: 0.671 - 0.739), 0.905 (95% CI: 0.865 - 0.937), 6.66 (95% CI: 4.36 - 10.18), 0.287 (95% CI: 0.185 - 0.445), 28.40 (95% CI: 13.01 - 62.0), and 0.93, respectively. We conducted a subgroup analysis of diagnostic value, which showed that the plasma sample had a better diagnostic value compared to the serum. CONCLUSION This meta-analysis showed that cfDNA could be a fair biomarker for diagnosing HCC patients.
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Affiliation(s)
- Amir Hossein Aalami
- Department of Nutrition and Integrative Physiology, College of Health, University of Utah, Salt Lake City, UT, USA
- Division of Nephrology and Hypertension, Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - Farnoosh Aalami
- Student Research Committee, Faculty of Medicine, North Khorasan University of Medical Sciences, Bojnurd, Iran
| | - Ehsan Kargar Aliabadi
- Department of Chemistry, Faculty of Science, Biochemical Research Center, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Amir Amirabadi
- Department of Internal Medicine, Faculty of Medicine, Mashhad Medical Sciences, Islamic Azad University, Mashhad, Iran
| | - Amirhossein Sahebkar
- Applied Biomedical Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
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11
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Alexandrou G, Mantikas KT, Allsopp R, Yapeter CA, Jahin M, Melnick T, Ali S, Coombes RC, Toumazou C, Shaw JA, Kalofonou M. The Evolution of Affordable Technologies in Liquid Biopsy Diagnostics: The Key to Clinical Implementation. Cancers (Basel) 2023; 15:5434. [PMID: 38001698 PMCID: PMC10670715 DOI: 10.3390/cancers15225434] [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: 10/02/2023] [Revised: 11/01/2023] [Accepted: 11/08/2023] [Indexed: 11/26/2023] Open
Abstract
Cancer remains a leading cause of death worldwide, despite many advances in diagnosis and treatment. Precision medicine has been a key area of focus, with research providing insights and progress in helping to lower cancer mortality through better patient stratification for therapies and more precise diagnostic techniques. However, unequal access to cancer care is still a global concern, with many patients having limited access to diagnostic tests and treatment regimens. Noninvasive liquid biopsy (LB) technology can determine tumour-specific molecular alterations in peripheral samples. This allows clinicians to infer knowledge at a DNA or cellular level, which can be used to screen individuals with high cancer risk, personalize treatments, monitor treatment response, and detect metastasis early. As scientific understanding of cancer pathology increases, LB technologies that utilize circulating tumour DNA (ctDNA) and circulating tumour cells (CTCs) have evolved over the course of research. These technologies incorporate tumour-specific markers into molecular testing platforms. For clinical translation and maximum patient benefit at a wider scale, the accuracy, accessibility, and affordability of LB tests need to be prioritized and compared with gold standard methodologies in current use. In this review, we highlight the range of technologies in LB diagnostics and discuss the future prospects of LB through the anticipated evolution of current technologies and the integration of emerging and novel ones. This could potentially allow a more cost-effective model of cancer care to be widely adopted.
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Affiliation(s)
- George Alexandrou
- Centre For Bio-Inspired Technology, Department of Electrical & Electronic Engineering, Imperial College London, London SW7 2BT, UK; (K.-T.M.); (C.A.Y.); (M.J.); (T.M.); (C.T.)
| | - Katerina-Theresa Mantikas
- Centre For Bio-Inspired Technology, Department of Electrical & Electronic Engineering, Imperial College London, London SW7 2BT, UK; (K.-T.M.); (C.A.Y.); (M.J.); (T.M.); (C.T.)
| | - Rebecca Allsopp
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Leicester LE2 7LX, UK; (R.A.); (J.A.S.)
| | - Calista Adele Yapeter
- Centre For Bio-Inspired Technology, Department of Electrical & Electronic Engineering, Imperial College London, London SW7 2BT, UK; (K.-T.M.); (C.A.Y.); (M.J.); (T.M.); (C.T.)
| | - Myesha Jahin
- Centre For Bio-Inspired Technology, Department of Electrical & Electronic Engineering, Imperial College London, London SW7 2BT, UK; (K.-T.M.); (C.A.Y.); (M.J.); (T.M.); (C.T.)
| | - Taryn Melnick
- Centre For Bio-Inspired Technology, Department of Electrical & Electronic Engineering, Imperial College London, London SW7 2BT, UK; (K.-T.M.); (C.A.Y.); (M.J.); (T.M.); (C.T.)
| | - Simak Ali
- Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK; (S.A.); (R.C.C.)
| | - R. Charles Coombes
- Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK; (S.A.); (R.C.C.)
| | - Christofer Toumazou
- Centre For Bio-Inspired Technology, Department of Electrical & Electronic Engineering, Imperial College London, London SW7 2BT, UK; (K.-T.M.); (C.A.Y.); (M.J.); (T.M.); (C.T.)
| | - Jacqueline A. Shaw
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Leicester LE2 7LX, UK; (R.A.); (J.A.S.)
| | - Melpomeni Kalofonou
- Centre For Bio-Inspired Technology, Department of Electrical & Electronic Engineering, Imperial College London, London SW7 2BT, UK; (K.-T.M.); (C.A.Y.); (M.J.); (T.M.); (C.T.)
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12
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Højlund EL, Cédile O, Larsen TS, Vimalathas G, Møller MB, Hansen MH, Nyvold CG. Cell-free DNA for detection of clonal B cells in diffuse large B cell lymphoma by sequencing. Int J Lab Hematol 2023; 45:735-742. [PMID: 37350020 DOI: 10.1111/ijlh.14116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 05/02/2023] [Indexed: 06/24/2023]
Abstract
INTRODUCTION Diffuse large B cell lymphoma (DLBCL) is the most common lymphoma in the western world. It is highly heterogeneous with a variable clinical course, but curable with chemo-immunotherapy in up to 70% of all cases. The lymphoma presents in lymph nodes and/or extranodal lymphoid tissue, and the diagnosis is based on invasive procedures for histopathologic evaluation. METHODS In this technical study, we evaluated cell-free DNA (cfDNA) from blood plasma to detect clonal B cells in patients with DLBCL using rearranged immunoglobulin heavy chain gene as targets by next-generation sequencing. Clonal B cell sequences and frequencies were determined from blood plasma cfDNA and cellular DNA from matched excised lymphoma tissues and mononuclear cells isolated from diagnostic bone marrow and blood samples from 15 patients. RESULTS We showed that identical clonal rearrangements could be detected in blood plasma and excised lymphoma tissue and that plasma cfDNA was superior in detecting clonal rearrangements compared to blood or bone marrow-derived cellular DNA. CONCLUSION These findings consolidate the role of blood plasma as a reliable and easily accessible source for detecting neoplastic cells in DLBCL.
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Affiliation(s)
- Elisabeth Luna Højlund
- Haematology-Pathology Research Laboratory, Research Unit of Haematology and Research Unit of Pathology, University of Southern Denmark and Odense University Hospital, Odense, Denmark
| | - Oriane Cédile
- Haematology-Pathology Research Laboratory, Research Unit of Haematology and Research Unit of Pathology, University of Southern Denmark and Odense University Hospital, Odense, Denmark
- OPEN, Odense Patient data Explorative Network, Odense University Hospital, Odense, Denmark
| | - Thomas Stauffer Larsen
- Haematology-Pathology Research Laboratory, Research Unit of Haematology and Research Unit of Pathology, University of Southern Denmark and Odense University Hospital, Odense, Denmark
- Department of Haematology, Odense University Hospital, Odense, Denmark
| | - Gayaththri Vimalathas
- Haematology-Pathology Research Laboratory, Research Unit of Haematology and Research Unit of Pathology, University of Southern Denmark and Odense University Hospital, Odense, Denmark
| | - Michael Boe Møller
- Haematology-Pathology Research Laboratory, Research Unit of Haematology and Research Unit of Pathology, University of Southern Denmark and Odense University Hospital, Odense, Denmark
- Department of Pathology, Odense University Hospital, Odense, Denmark
| | - Marcus Høy Hansen
- Haematology-Pathology Research Laboratory, Research Unit of Haematology and Research Unit of Pathology, University of Southern Denmark and Odense University Hospital, Odense, Denmark
| | - Charlotte Guldborg Nyvold
- Haematology-Pathology Research Laboratory, Research Unit of Haematology and Research Unit of Pathology, University of Southern Denmark and Odense University Hospital, Odense, Denmark
- OPEN, Odense Patient data Explorative Network, Odense University Hospital, Odense, Denmark
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13
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Berezina TA, Berezin AE. Cell-free DNA as a plausible biomarker of chronic kidney disease. Epigenomics 2023; 15:879-890. [PMID: 37791402 DOI: 10.2217/epi-2023-0255] [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] [Indexed: 10/05/2023] Open
Abstract
Circulating cell-free DNA (cf-DNA) is released from dead and/or apoptotic leukocytes and due to neutrophil extracellular traps contributing to an inflammatory response. Previous clinical studies have reported that the peak concentrations and dynamic changes of cf-DNA may be used as a noninvasive biomarker of worsening kidney function as well as a guide to the management of kidney allograft rejection. We hypothesized that the pattern and dynamic changes of cf-DNA might be a plausible predictive biomarker for patients at risk of chronic kidney disease (CKD), including individuals with type 2 diabetes mellitus, heart failure, cardiovascular disease and established CKD. Along with it, pre- and posthemodialysis levels of serum cf-DNA appear to be a independent predictor for all-cause mortality in patients with end-stage kidney disease.
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Affiliation(s)
- Tetiana A Berezina
- VitaCenter, Department of Internal Medicine and Nephrology, Zaporozhye, 69000, Ukraine
| | - Alexander E Berezin
- Paracelsus Medical University, Department of Internal Medicine II, Division of Cardiology, Salzburg, 5020, Austria
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14
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Kunze R, Fischer S, Marti HH, Preissner KT. Brain alarm by self-extracellular nucleic acids: from neuroinflammation to neurodegeneration. J Biomed Sci 2023; 30:64. [PMID: 37550658 PMCID: PMC10405513 DOI: 10.1186/s12929-023-00954-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 07/22/2023] [Indexed: 08/09/2023] Open
Abstract
Neurological disorders such as stroke, multiple sclerosis, as well as the neurodegenerative diseases Parkinson's or Alzheimer's disease are accompanied or even powered by danger associated molecular patterns (DAMPs), defined as endogenous molecules released from stressed or damaged tissue. Besides protein-related DAMPs or "alarmins", numerous nucleic acid DAMPs exist in body fluids, such as cell-free nuclear and mitochondrial DNA as well as different species of extracellular RNA, collectively termed as self-extracellular nucleic acids (SENAs). Among these, microRNA, long non-coding RNAs, circular RNAs and extracellular ribosomal RNA constitute the majority of RNA-based DAMPs. Upon tissue injury, necrosis or apoptosis, such SENAs are released from neuronal, immune and other cells predominantly in association with extracellular vesicles and may be translocated to target cells where they can induce intracellular regulatory pathways in gene transcription and translation. The majority of SENA-induced signaling reactions in the brain appear to be related to neuroinflammatory processes, often causally associated with the onset or progression of the respective disease. In this review, the impact of the diverse types of SENAs on neuroinflammatory and neurodegenerative diseases will be discussed. Based on the accumulating knowledge in this field, several specific antagonistic approaches are presented that could serve as therapeutic interventions to lower the pathological outcome of the indicated brain disorders.
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Affiliation(s)
- Reiner Kunze
- Institute of Physiology and Pathophysiology, Department of Cardiovascular Physiology, Ruprecht-Karls-University, Im Neuenheimer Feld 326, 69120 Heidelberg, Germany
| | - Silvia Fischer
- Department of Biochemistry, Medical School, Justus-Liebig-University, Giessen, Germany
| | - Hugo H. Marti
- Institute of Physiology and Pathophysiology, Department of Cardiovascular Physiology, Ruprecht-Karls-University, Im Neuenheimer Feld 326, 69120 Heidelberg, Germany
| | - Klaus T. Preissner
- Department of Biochemistry, Medical School, Justus-Liebig-University, Giessen, Germany
- Kerckhoff-Heart-Research-Institute, Department of Cardiology, Medical School, Justus-Liebig-University, Giessen, Germany
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15
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Tierno D, Grassi G, Scomersi S, Bortul M, Generali D, Zanconati F, Scaggiante B. Next-Generation Sequencing and Triple-Negative Breast Cancer: Insights and Applications. Int J Mol Sci 2023; 24:ijms24119688. [PMID: 37298642 DOI: 10.3390/ijms24119688] [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: 04/29/2023] [Revised: 05/29/2023] [Accepted: 06/01/2023] [Indexed: 06/12/2023] Open
Abstract
The poor survival of triple-negative breast cancer (TNBC) is due to its aggressive behavior, large heterogeneity, and high risk of recurrence. A comprehensive molecular investigation of this type of breast cancer using high-throughput next-generation sequencing (NGS) methods may help to elucidate its potential progression and discover biomarkers related to patient survival. In this review, the NGS applications in TNBC research are described. Many NGS studies point to TP53 mutations, immunocheckpoint response genes, and aberrations in the PIK3CA and DNA repair pathways as recurrent pathogenic alterations in TNBC. Beyond their diagnostic and predictive/prognostic value, these findings suggest potential personalized treatments in PD -L1-positive TNBC or in TNBC with a homologous recombination deficit. Moreover, the comprehensive sequencing of large genomes with NGS has enabled the identification of novel markers with clinical value in TNBC, such as AURKA, MYC, and JARID2 mutations. In addition, NGS investigations to explore ethnicity-specific alterations have pointed to EZH2 overexpression, BRCA1 alterations, and a BRCA2-delaAAGA mutation as possible molecular signatures of African and African American TNBC. Finally, the development of long-read sequencing methods and their combination with optimized short-read techniques promise to improve the efficiency of NGS approaches for future massive clinical use.
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Affiliation(s)
- Domenico Tierno
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy
| | - Gabriele Grassi
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy
| | - Serena Scomersi
- Breast Unit-Azienda Sanitaria Universitaria Integrata Giuliano Isontina ASUGI, University of Trieste, 34149 Trieste, Italy
| | - Marina Bortul
- Department of Medical, Surgical and Health Sciences, University of Trieste, 34149 Trieste, Italy
| | - Daniele Generali
- Department of Medical, Surgical and Health Sciences, University of Trieste, 34149 Trieste, Italy
- Azienda Socio-Sanitaria Territoriale di Cremona-ASST, Breast Cancer Unit and Translational Research Unit, 26100 Cremona, Italy
| | - Fabrizio Zanconati
- Department of Medical, Surgical and Health Sciences, University of Trieste, 34149 Trieste, Italy
| | - Bruna Scaggiante
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy
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16
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Bortul M, Giudici F, Tierno D, Generali D, Scomersi S, Grassi G, Bottin C, Cappelletti MR, Zanconati F, Scaggiante B. A Case-Control Study by ddPCR of ALU 260/111 and LINE-1 266/97 Copy Number Ratio in Circulating Cell-Free DNA in Plasma Revealed LINE-1 266/97 as a Potential Biomarker for Early Breast Cancer Detection. Int J Mol Sci 2023; 24:ijms24108520. [PMID: 37239866 DOI: 10.3390/ijms24108520] [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: 04/17/2023] [Revised: 05/05/2023] [Accepted: 05/08/2023] [Indexed: 05/28/2023] Open
Abstract
BACKGROUND In Western countries, breast cancer (BC) is the most common cancer in women. Early detection has a positive impact on survival, quality of life, and public health costs. Mammography screening programs have increased early detection rates, but new approaches to more personalized surveillance could further improve diagnosis. Circulating cell-free DNA (cfDNA) in blood could provide a potential tool for early diagnosis by analyzing cfDNA quantity, circulating tumor DNA mutations, or cfDNA integrity (cfDI). METHODS Plasma was obtained from the blood of 106 breast cancer patients (cases) and 103 healthy women (controls). Digital droplet PCR was used for the determination of ALU 260/111 bp and LINE-1 266/97 bp copy number ratio and cfDI. cfDNA abundance was calculated using copies of the EEF1A2 gene. The accuracy of biomarker discrimination was analyzed with receiver operating characteristic curve (ROC). Sensitivity analyses were performed to account for age as a potential confounder. RESULTS Cases had significantly lower ALU 260/111 or LINE-1 266/97 copy number ratios (median; ALU 260/111 = 0.08, LINE-1 266/97 = 0.20), compared with control (median; ALU 260/111 = 0.10, LINE-1 266/97 = 0.28) (p < 0.001). ROC analysis showed that copy number ratio discriminated cases from controls (area under the curve, AUC = 0.69, 95% CI: 0.62-0.76 for ALU and 0.80, 95% CI: 0.73-0.86 for LINE-1). ROC from cfDI confirmed the better diagnostic performance of LINE-1 compared with ALU. CONCLUSIONS Analysis of LINE-1 266/97 copy number ratio or cfDI by ddPCR appears to be a useful noninvasive test that could aid in early BC detection. Further studies in a large cohort are needed to validate the biomarker.
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Affiliation(s)
- Marina Bortul
- Department of Medical, Surgical and Health Sciences, University of Trieste, 34149 Trieste, Italy
- Breast Unit, Azienda Sanitaria Universitaria Integrata Giuliano Isontina (ASUGI), 34149 Trieste, Italy
| | - Fabiola Giudici
- Cancer Epidemiologic Unit, Centro di Riferimento Oncologico di Aviano (CRO), Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 33081 Aviano, Italy
| | - Domenico Tierno
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy
| | - Daniele Generali
- Department of Medical, Surgical and Health Sciences, University of Trieste, 34149 Trieste, Italy
- Breast Cancer Unit and Translational Research Unit, Azienda Socio-Sanitaria Territoriale di Cremona-ASST, 26100 Cremona, Italy
| | - Serena Scomersi
- Breast Unit, Azienda Sanitaria Universitaria Integrata Giuliano Isontina (ASUGI), 34149 Trieste, Italy
| | - Gabriele Grassi
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy
| | - Cristina Bottin
- Department of Medical, Surgical and Health Sciences, University of Trieste, 34149 Trieste, Italy
| | - Maria Rosa Cappelletti
- Breast Cancer Unit and Translational Research Unit, Azienda Socio-Sanitaria Territoriale di Cremona-ASST, 26100 Cremona, Italy
| | - Fabrizio Zanconati
- Department of Medical, Surgical and Health Sciences, University of Trieste, 34149 Trieste, Italy
- Breast Unit, Azienda Sanitaria Universitaria Integrata Giuliano Isontina (ASUGI), 34149 Trieste, Italy
| | - Bruna Scaggiante
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy
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17
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Simultaneous quantification of multiple single nucleotide variants in PIK3CA ctDNA using mass-tagged LCR probe sets. Talanta 2023; 258:124426. [PMID: 36933295 DOI: 10.1016/j.talanta.2023.124426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 03/02/2023] [Accepted: 03/06/2023] [Indexed: 03/14/2023]
Abstract
Circulating tumor DNA (ctDNA) in blood carries genetic variations associated with tumors. There is evidence indicating that the abundance of single nucleotide variant (SNV) in ctDNA is correlated well with cancer progression and metastasis. Thus, accurate and quantitative detection of SNVs in ctDNA may benefit clinical practice. However, most current methods are unsuitable for the quantification of SNV in ctDNA that usually differentiates from wild-type DNA (wtDNA) only by a single base. In this setting, ligase chain reaction (LCR) coupled with mass spectrometry (MS) was developed to simultaneously quantify multiple SNVs using PIK3CA ctDNA as a model. Mass-tagged LCR probe set for each SNV including mass-tagged probe and three DNA probes was firstly designed and prepared. Then, LCR was initiated to discriminate SNVs specifically and amplify the signal of SNVs in ctDNA selectively. Afterward, a biotin-streptavidin reaction system was used to separate the amplified products, and photolysis was initiated to release mass tags. Finally, mass tags were monitored and quantified by MS. After optimizing conditions and verifying performance, this quantitative system was applied for blood samples from breast cancer patients, and risk stratification for breast cancer metastasis was also performed. This study is among the first to quantify multiple SNVs in ctDNA in a signal amplification and conversion manner, and also highlights the potential of SNV in ctDNA as a liquid biopsy marker to monitor cancer progression and metastasis.
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18
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Silva R, Glennon K, Metoudi M, Moran B, Salta S, Slattery K, Treacy A, Martin T, Shaw J, Doran P, Lynch L, Jeronimo C, Perry AS, Brennan DJ. Unveiling the epigenomic mechanisms of acquired platinum-resistance in high-grade serous ovarian cancer. Int J Cancer 2023; 153:120-132. [PMID: 36883413 DOI: 10.1002/ijc.34496] [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: 08/30/2022] [Revised: 01/19/2023] [Accepted: 02/17/2023] [Indexed: 03/09/2023]
Abstract
Resistance to platinum-based chemotherapy is the major cause of death from high-grade serous ovarian cancer (HGSOC). We hypothesise that detection of specific DNA methylation changes may predict platinum resistance in HGSOC. Using a publicly available "discovery" dataset we examined epigenomic and transcriptomic alterations between primary platinum-sensitive (n = 32) and recurrent acquired drug resistant HGSOC (n = 28) and identified several genes involved in immune and chemoresistance-related pathways. Validation via high-resolution melt analysis of these findings, in cell lines and HGSOC tumours, demonstrated the most consistent changes were observed in three of the genes: APOBEC3A, NKAPL and PDCD1. Plasma samples from an independent HGSOC cohort (n = 17) were analysed using droplet digital PCR. Hypermethylation of NKAPL was detected in 46% and hypomethylation of APOBEC3A in 69% of plasma samples taken from women with relapsed HGSOC (n = 13), with no alterations identified in disease-free patients (n = 4). Following these results, and using a CRISPR-Cas9 approach, we were also able to demonstrate that in vitro NKAPL promoter demethylation increased platinum sensitivity by 15%. Overall, this study demonstrates the importance of aberrant methylation, especially of the NKAPL gene, in acquired platinum resistance in HGSOC.
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Affiliation(s)
- Romina Silva
- Cancer Biology and Therapeutics Laboratory, UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
- Systems Biology Ireland, UCD School of Medicine, University College Dublin, Dublin, Ireland
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Kate Glennon
- UCD Gynaecological Oncology Group, UCD School of Medicine Mater Misericordiae University Hospital, Dublin, Ireland
| | - Michael Metoudi
- Systems Biology Ireland, UCD School of Medicine, University College Dublin, Dublin, Ireland
| | - Bruce Moran
- Department of Pathology, St Vincent's University Hospital, Dublin, Ireland
| | - Sofia Salta
- Cancer Biology & Epigenetics Group, IPO Porto Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto /Porto Comprehensive Cancer Centre (Porto.CCC), Porto, Portugal
| | - Karen Slattery
- School of Biochemistry and Immunology, Trinity College Dublin, Dublin, Ireland
| | - Ann Treacy
- Department of Pathology, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Terri Martin
- Clinical Research Centre, UCD School of Medicine, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Jacqui Shaw
- Leicester Cancer Research Centre, University of Leicester, Leicester, UK
| | - Peter Doran
- Clinical Research Centre, UCD School of Medicine, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Lydia Lynch
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Trinity Biomedical Science Institute, Trinity College Dublin, Dublin, Ireland
| | - Carmen Jeronimo
- Cancer Biology & Epigenetics Group, IPO Porto Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto /Porto Comprehensive Cancer Centre (Porto.CCC), Porto, Portugal
- Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Porto, Portugal
| | - Antoinette S Perry
- Cancer Biology and Therapeutics Laboratory, UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Donal J Brennan
- Systems Biology Ireland, UCD School of Medicine, University College Dublin, Dublin, Ireland
- UCD Gynaecological Oncology Group, UCD School of Medicine Mater Misericordiae University Hospital, Dublin, Ireland
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Pei XM, Yeung MHY, Wong ANN, Tsang HF, Yu ACS, Yim AKY, Wong SCC. Targeted Sequencing Approach and Its Clinical Applications for the Molecular Diagnosis of Human Diseases. Cells 2023; 12:493. [PMID: 36766834 PMCID: PMC9913990 DOI: 10.3390/cells12030493] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 01/19/2023] [Accepted: 01/30/2023] [Indexed: 02/05/2023] Open
Abstract
The outbreak of COVID-19 has positively impacted the NGS market recently. Targeted sequencing (TS) has become an important routine technique in both clinical and research settings, with advantages including high confidence and accuracy, a reasonable turnaround time, relatively low cost, and fewer data burdens with the level of bioinformatics or computational demand. Since there are no clear consensus guidelines on the wide range of next-generation sequencing (NGS) platforms and techniques, there is a vital need for researchers and clinicians to develop efficient approaches, especially for the molecular diagnosis of diseases in the emergency of the disease and the global pandemic outbreak of COVID-19. In this review, we aim to summarize different methods of TS, demonstrate parameters for TS assay designs, illustrate different TS panels, discuss their limitations, and present the challenges of TS concerning their clinical application for the molecular diagnosis of human diseases.
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Affiliation(s)
- Xiao Meng Pei
- Department of Applied Biology & Chemical Technology, The Hong Kong Polytechnic University, Hong Kong 999077, China
| | - Martin Ho Yin Yeung
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong 999077, China
| | - Alex Ngai Nick Wong
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong 999077, China
| | - Hin Fung Tsang
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong 999077, China
- Department of Clinical Laboratory and Pathology, Hong Kong Adventist Hospital, Hong Kong, China
| | - Allen Chi Shing Yu
- Codex Genetics Limited, Unit 212, 2/F., Building 16W, No. 16 Science Park West Avenue, The Hong Kong Science Park, Hong Kong 852, China
| | - Aldrin Kay Yuen Yim
- Codex Genetics Limited, Unit 212, 2/F., Building 16W, No. 16 Science Park West Avenue, The Hong Kong Science Park, Hong Kong 852, China
| | - Sze Chuen Cesar Wong
- Department of Applied Biology & Chemical Technology, The Hong Kong Polytechnic University, Hong Kong 999077, China
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20
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Zhu W, Love K, Gray SW, Raz DJ. Liquid Biopsy Screening for Early Detection of Lung Cancer: Current State and Future Directions. Clin Lung Cancer 2023; 24:209-217. [PMID: 36797152 DOI: 10.1016/j.cllc.2023.01.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 01/06/2023] [Accepted: 01/17/2023] [Indexed: 01/28/2023]
Abstract
Liquid biopsy (LB) is clinically utilized to detect minute amounts of genetic material or protein shed by cancer cells, most commonly cell free DNA (cfDNA), as a noninvasive precision oncology tool to assess genomic alterations to guide cancer therapy or to detect the persistence of tumor cells after therapy. LB is also being developed as a multi-cancer screening assay. The use of LB holds great promise as a tool to detect lung cancer early. Although lung cancer screening (LCS) with low-dose computed tomography (LDCT) substantially reduces lung cancer mortality in high-risk individuals, the ability of current LCS guidelines to reduce the public health burden of advanced lung cancer through early detection has been limited. LB may be an important tool to improve early lung cancer detection among all populations at risk for lung cancer. In this systematic review, we summarize the test characteristics, including sensitivity and specificity of individual tests, as they pertain to the detection of lung cancer. We also address critical questions in the use of liquid biopsy for early detection of lung cancer including: 1. How might liquid biopsy be used to detect lung cancer early; 2. How accurate is liquid biopsy in detecting lung cancer early; and 3. Does liquid biopsy perform as well in never and light-smokers compared with current and former smokers.
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Affiliation(s)
- William Zhu
- Department of Surgery, City of Hope, Duarte, CA
| | - Kyra Love
- Library Services, City of Hope, Duarte, CA
| | - Stacy W Gray
- Department of Medical Oncology and Therapeutics Research/ Department of Population Sciences, City of Hope, Duarte, CA
| | - Dan J Raz
- Department of Surgery, City of Hope, Duarte, CA.
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21
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Stejskal P, Goodarzi H, Srovnal J, Hajdúch M, van ’t Veer LJ, Magbanua MJM. Circulating tumor nucleic acids: biology, release mechanisms, and clinical relevance. Mol Cancer 2023; 22:15. [PMID: 36681803 PMCID: PMC9862574 DOI: 10.1186/s12943-022-01710-w] [Citation(s) in RCA: 64] [Impact Index Per Article: 64.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 12/29/2022] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Despite advances in early detection and therapies, cancer is still one of the most common causes of death worldwide. Since each tumor is unique, there is a need to implement personalized care and develop robust tools for monitoring treatment response to assess drug efficacy and prevent disease relapse. MAIN BODY Recent developments in liquid biopsies have enabled real-time noninvasive monitoring of tumor burden through the detection of molecules shed by tumors in the blood. These molecules include circulating tumor nucleic acids (ctNAs), comprising cell-free DNA or RNA molecules passively and/or actively released from tumor cells. Often highlighted for their diagnostic, predictive, and prognostic potential, these biomarkers possess valuable information about tumor characteristics and evolution. While circulating tumor DNA (ctDNA) has been in the spotlight for the last decade, less is known about circulating tumor RNA (ctRNA). There are unanswered questions about why some tumors shed high amounts of ctNAs while others have undetectable levels. Also, there are gaps in our understanding of associations between tumor evolution and ctNA characteristics and shedding kinetics. In this review, we summarize current knowledge about ctNA biology and release mechanisms and put this information into the context of tumor evolution and clinical utility. CONCLUSIONS A deeper understanding of the biology of ctDNA and ctRNA may inform the use of liquid biopsies in personalized medicine to improve cancer patient outcomes.
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Affiliation(s)
- Pavel Stejskal
- Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacký University and University Hospital in Olomouc, Olomouc, 779 00 Czech Republic
- Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, CA 94158 USA
| | - Hani Goodarzi
- Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, CA 94158 USA
- Department of Urology, University of California San Francisco, San Francisco, CA 94158 USA
| | - Josef Srovnal
- Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacký University and University Hospital in Olomouc, Olomouc, 779 00 Czech Republic
| | - Marián Hajdúch
- Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacký University and University Hospital in Olomouc, Olomouc, 779 00 Czech Republic
| | - Laura J. van ’t Veer
- Department of Laboratory Medicine, University of California San Francisco, 2340 Sutter Street, San Francisco, CA USA
| | - Mark Jesus M. Magbanua
- Department of Laboratory Medicine, University of California San Francisco, 2340 Sutter Street, San Francisco, CA USA
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22
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Lee CU, Cho E, Lee J, Lim JE, Chung JH, Song W, Kang M, Sung HH, Jeong BC, Seo SI, Jeon SS, Lee HM, Jeon HG. Chromosomal Instability in Cell-free DNA as a Prognostic Biomarker of Metastatic Hormone-sensitive Prostate Cancer Treated with Androgen Deprivation Therapy. Eur Urol Focus 2023; 9:89-95. [PMID: 36167777 DOI: 10.1016/j.euf.2022.09.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 08/10/2022] [Accepted: 09/12/2022] [Indexed: 11/24/2022]
Abstract
BACKGROUND Although patients with metastatic hormone-sensitive prostate cancer (mHSPC) undergo androgen deprivation therapy (ADT), the disease can progress to metastatic castration-resistant prostate cancer (mCRPC). There are no reliable biomarkers for predicting this progression. Chromosomal instability resulting in copy number alterations (CNAs) is characteristically observed in patients with various cancers. OBJECTIVE To investigate the role of chromosomal instability in patients with mHSPC. DESIGN, SETTING, AND PARTICIPANTS This prospective study analyzed cell-free DNA (cfDNA) in pretreatment plasma samples from 75 patients with elevated prostate-specific antigen. Low-depth whole-genome sequencing of cfDNA was performed to identify CNAs. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS The I score (sum of the product of the absolute Z score and the corresponding chromosome length) was used as a measure of chromosomal instability. Kaplan-Meier and Cox proportional-hazard regression analyses were performed to evaluate the association between the I score and time to progression (TTP) and the prognostic value of chromosomal instability in predicting castration resistance, respectively. RESULTS AND LIMITATIONS Of 22 patients with a positive I score, 86.4% (19/22) had metastatic prostate cancer. Of these 19 cases, 94.7% (18/19) were mHSPC, which was high-volume mHSPC in 83.3% (15/18). None of the patients with localized prostate cancer had a positive I score. TTP in patients with mHSPC was significantly shorter in the positive than in the negative I-score group (16.4 vs 36.9 mo; p = 0.001). Only the I score could independently predict mCRPC development (hazard ratio 10.315, 95% confidence interval 1.141-93.208; p = 0.038). CONCLUSIONS The I score could be a biomarker for ADT response and progression to mCRPC in patients with mHSPC. PATIENT SUMMARY We investigated whether genetic changes in cell-free DNA can predict outcomes for patients with metastatic prostate cancer that still responds to hormone therapy. We found that chromosomal instability could be a potential predictor of the development of metastatic castration-resistant prostate cancer.
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Affiliation(s)
- Chung Un Lee
- Department of Urology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | | | | | - Joung Eun Lim
- Samsung Biomedical Research Institute, Samsung Medical Center, Seoul, Republic of Korea
| | - Jae Hoon Chung
- Department of Urology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Wan Song
- Department of Urology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Minyong Kang
- Department of Urology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Hyun Hwan Sung
- Department of Urology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Byong Chang Jeong
- Department of Urology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Seong Il Seo
- Department of Urology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Seong Soo Jeon
- Department of Urology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Hyun Moo Lee
- Department of Urology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Hwang Gyun Jeon
- Department of Urology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
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23
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Telekes A, Horváth A. The Role of Cell-Free DNA in Cancer Treatment Decision Making. Cancers (Basel) 2022; 14:6115. [PMID: 36551600 PMCID: PMC9776613 DOI: 10.3390/cancers14246115] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 11/28/2022] [Accepted: 11/30/2022] [Indexed: 12/14/2022] Open
Abstract
The aim of this review is to evaluate the present status of the use of cell-free DNA and its fraction of circulating tumor DNA (ctDNA) because this year July 2022, an ESMO guideline was published regarding the application of ctDNA in patient care. This review is for clinical oncologists to explain the concept, the terms used, the pros and cons of ctDNA; thus, the technical aspects of the different platforms are not reviewed in detail, but we try to help in navigating the current knowledge in liquid biopsy. Since the validated and adequately sensitive ctDNA assays have utility in identifying actionable mutations to direct targeted therapy, ctDNA may be used for this soon in routine clinical practice and in other different areas as well. The cfDNA fragments can be obtained by liquid biopsy and can be used for diagnosis, prognosis, and selecting among treatment options in cancer patients. A great proportion of cfDNA comes from normal cells of the body or from food uptake. Only a small part (<1%) of it is related to tumors, originating from primary tumors, metastatic sites, or circulating tumor cells (CTCs). Soon the data obtained from ctDNA may routinely be used for finding minimal residual disease, detecting relapse, and determining the sites of metastases. It might also be used for deciding appropriate therapy, and/or emerging resistance to the therapy and the data analysis of ctDNA may be combined with imaging or other markers. However, to achieve this goal, further clinical validations are inevitable. As a result, clinicians should be aware of the limitations of the assays. Of course, several open questions are still under research and because of it cfDNA and ctDNA testing are not part of routine care yet.
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Affiliation(s)
- András Telekes
- Omnimed-Etosz, Ltd., 81 Széher Rd., 1021 Budapest, Hungary
- Semmelweis University, 26. Üllői Rd., 1085 Budapest, Hungary
| | - Anna Horváth
- Department of Internal Medicine and Haematology, Semmelweis University, 46. Szentkirályi Rd., 1088 Budapest, Hungary
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24
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Slonim LB, Mangold KA, Alikhan MB, Joseph N, Reddy KS, Sabatini LM, Kaul KL. Cell-free Nucleic Acids in Cancer: Current Approaches, Challenges, and Future Directions. Clin Lab Med 2022; 42:669-686. [PMID: 36368789 DOI: 10.1016/j.cll.2022.09.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Liron Barnea Slonim
- Department of Pathology and Laboratory Medicine, NorthShore University HealthSystem, 2650 Ridge Avenue, Evanston, IL 60201
| | - Kathy A Mangold
- Department of Pathology and Laboratory Medicine, NorthShore University HealthSystem, 2650 Ridge Avenue, Evanston, IL 60201
| | - Mir B Alikhan
- Department of Pathology and Laboratory Medicine, NorthShore University HealthSystem, 2650 Ridge Avenue, Evanston, IL 60201
| | - Nora Joseph
- Department of Pathology and Laboratory Medicine, NorthShore University HealthSystem, 2650 Ridge Avenue, Evanston, IL 60201
| | - Kalpana S Reddy
- Department of Pathology and Laboratory Medicine, NorthShore University HealthSystem, 2650 Ridge Avenue, Evanston, IL 60201
| | - Linda M Sabatini
- Department of Pathology and Laboratory Medicine, NorthShore University HealthSystem, 2650 Ridge Avenue, Evanston, IL 60201
| | - Karen L Kaul
- Department of Pathology and Laboratory Medicine, NorthShore University HealthSystem, 2650 Ridge Avenue, Evanston, IL 60201.
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25
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Cheng LY, Dai P, Wu LR, Patel AA, Zhang DY. Direct capture and sequencing reveal ultra-short single-stranded DNA in biofluids. iScience 2022; 25:105046. [PMID: 36147958 PMCID: PMC9486625 DOI: 10.1016/j.isci.2022.105046] [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: 11/23/2021] [Revised: 06/20/2022] [Accepted: 08/26/2022] [Indexed: 11/29/2022] Open
Abstract
Cell-free DNA (cfDNA) has become the predominant analyte of liquid biopsy; however, recent studies suggest the presence of subnucleosomal-sized DNA fragments in circulation that are likely single-stranded. Here, we report a method called direct capture and sequencing (DCS) tailored to recover such fragments from biofluids by directly capturing them using short degenerate probes followed by single strand-based library preparation and next-generation sequencing. DCS revealed a new DNA population in biofluids, named ultrashort single-stranded DNA (ussDNA). Evaluation of the size distribution and abundance of ussDNA manifested generality of its presence in humans, animal species, and plants. In humans, red blood cells were found to contain abundant ussDNA; plasma-derived ussDNA exhibited modal size at 50 nt. This work reports the presence of an understudied DNA population in circulation, and yet more work is awaiting to study its generation mechanism, tissue of origin, disease implications, etc.
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Affiliation(s)
- Lauren Y Cheng
- Department of Bioengineering, Rice University, Houston, TX, USA
| | - Peng Dai
- Department of Bioengineering, Rice University, Houston, TX, USA
| | - Lucia R Wu
- Department of Bioengineering, Rice University, Houston, TX, USA
| | - Abhijit A Patel
- Department of Therapeutic Radiology, Yale University, New Haven, CT, USA
| | - David Yu Zhang
- Department of Bioengineering, Rice University, Houston, TX, USA.,Systems, Synthetic, and Physical Biology, Rice University, Houston, TX, USA
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26
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Lewis J, Greenway SC, Khan F, Singh G, Bhatia M, Guilcher GMT. Assessment of donor cell engraftment after hematopoietic stem cell transplantation for sickle cell disease: A review of current and future methods. Am J Hematol 2022; 97:1359-1371. [PMID: 35583381 DOI: 10.1002/ajh.26599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 05/09/2022] [Accepted: 05/12/2022] [Indexed: 01/24/2023]
Abstract
Hematopoietic stem cell transplantation (HSCT) is the only established curative treatment for sickle cell disease (SCD), a debilitating red blood cell (RBC) disorder with significant prevalence worldwide. Accurate assessment of RBC engraftment following HSCT is essential to evaluate the status of the graft and can enable early intervention to treat or prevent graft rejection. Currently, chimerism measurement is performed on whole blood samples, which mainly reflect white blood cell (WBC) chimerism. This approach has limitations in assessing engraftment in patients with SCD because RBCs engraft non-linearly with WBCs. Direct measures of RBC chimerism exist but are not routinely used. In this review, we critically examine the current methodologies for assessing donor engraftment; highlight the limitations of these different methods, and present emerging and novel technologies with the potential to improve clinical monitoring of RBC engraftment post-HSCT for SCD. Promising alternative methodologies include RBC-specific flow cytometry, RBC-specific RNA analysis, and quantification of plasma cell-free DNA derived specifically from nucleated RBCs.
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Affiliation(s)
- Jasmine Lewis
- Department of Biochemistry and Molecular Biology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Steven C Greenway
- Department of Biochemistry and Molecular Biology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Cardiac Sciences and Libin Cardiovascular Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Pediatrics and Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Faisal Khan
- Department of Pathology and Laboratory Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Gurpreet Singh
- Department of Pediatrics and Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Monica Bhatia
- Department of Pediatrics, Columbia University Irving Medical Center, New York, New York, USA
| | - Gregory M T Guilcher
- Department of Pediatrics and Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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27
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Detection of breast cancer-related point-mutations using screen-printed and gold-plated electrochemical sensor arrays suitable for point-of-care applications. TALANTA OPEN 2022. [DOI: 10.1016/j.talo.2022.100150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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28
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Shields MD, Chen K, Dutcher G, Patel I, Pellini B. Making the Rounds: Exploring the Role of Circulating Tumor DNA (ctDNA) in Non-Small Cell Lung Cancer. Int J Mol Sci 2022; 23:ijms23169006. [PMID: 36012272 PMCID: PMC9408840 DOI: 10.3390/ijms23169006] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Revised: 08/03/2022] [Accepted: 08/05/2022] [Indexed: 11/16/2022] Open
Abstract
Advancements in the clinical practice of non-small cell lung cancer (NSCLC) are shifting treatment paradigms towards increasingly personalized approaches. Liquid biopsies using various circulating analytes provide minimally invasive methods of sampling the molecular content within tumor cells. Plasma-derived circulating tumor DNA (ctDNA), the tumor-derived component of cell-free DNA (cfDNA), is the most extensively studied analyte and has a growing list of applications in the clinical management of NSCLC. As an alternative to tumor genotyping, the assessment of oncogenic driver alterations by ctDNA has become an accepted companion diagnostic via both single-gene polymerase chain reactions (PCR) and next-generation sequencing (NGS) for advanced NSCLC. ctDNA technologies have also shown the ability to detect the emerging mechanisms of acquired resistance that evolve after targeted therapy. Furthermore, the detection of minimal residual disease (MRD) by ctDNA for patients with NSCLC after curative-intent treatment may serve as a prognostic and potentially predictive biomarker for recurrence and response to therapy, respectively. Finally, ctDNA analysis via mutational, methylation, and/or fragmentation multi-omic profiling offers the potential for improving early lung cancer detection. In this review, we discuss the role of ctDNA in each of these capacities, namely, for molecular profiling, treatment response monitoring, MRD detection, and early cancer detection of NSCLC.
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Affiliation(s)
- Misty Dawn Shields
- Department of Internal Medicine, Division of Hematology/Oncology, Indiana University School of Medicine, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN 46202, USA
| | - Kevin Chen
- Department of Radiation Oncology, Division of Cancer Biology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Giselle Dutcher
- Department of Medicine, Division of Solid Tumor Oncology, University Hospitals Seidman Cancer Center, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Ishika Patel
- Department of Public Health, University of South Florida, 12902 Magnolia Drive, Tampa, FL 33612, USA
| | - Bruna Pellini
- Department of Thoracic Oncology, Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA
- Department of Oncologic Sciences, Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA
- Correspondence:
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29
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Gutierrez-Rodrigues F, Beerman I, Groarke EM, Patel BA, Spitofsky N, Dillon LW, Raffo DQ, Hourigan CS, Kajigaya S, Ferrucci L, Young NS. Utility of plasma cell-free DNA for de novo detection and quantification of clonal hematopoiesis. Haematologica 2022; 107:1815-1826. [PMID: 34587721 PMCID: PMC9335099 DOI: 10.3324/haematol.2021.279230] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 08/23/2021] [Indexed: 12/03/2022] Open
Abstract
Although cell-free DNA (cfDNA) tests have emerged as a potential non-invasive alternative to bone marrow biopsies for monitoring clonal hematopoiesis in hematologic diseases, whether commercial cfDNA assays can be implemented for the detection and quantification of de novo clonal hematopoiesis in place of blood cells is uncertain. In this study, peripheral plasma cfDNA samples available from patients with aplastic anemia (n=25) or myelodysplastic syndromes (n=27) and a healthy cohort (n=107) were screened for somatic variants in genes related to hematologic malignancies using a Clinical Laboratory Improvement Amendments-certified panel. Results were further compared to DNA sequencing of matched blood cells. In reported results, 85% of healthy subjects, 36% of patients with aplastic anemia and 74% of patients with myelodysplastic syndromes were found to have somatic cfDNA variants, most frequently in DNMT3A, TET2, ASXL1 and SF3B1. However, concordance between cfDNA and blood cell findings was poor for the detection of clonal hematopoiesis when the allele frequency of the variants was <10%, which was mostly observed in the healthy and aplastic anemia cohorts but not in patients with myelodysplastic syndromes. After filtering data for potential artifacts due to low variant allele frequency and sequencing depth, the frequency of clonal hematopoiesis in cfDNA from healthy individuals and patients with aplastic anemia decreased to 52% and 20%, respectively. cfDNA and matched blood cells were not interchangeable for tracking changes in allele burdens as their agreement by Bland-Altman analysis was poor. A commercial cfDNA assay had good performance for de novo detection of clonal hematopoiesis in myelodysplastic syndromes, but showed no advantage over blood cells in diseases with low allele burdens or in healthy individuals.
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Affiliation(s)
| | - Isabel Beerman
- Translational Gerontology Branch, National Institute on Aging, NIH, BRC, Baltimore, Maryland
| | - Emma M Groarke
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland 20892-1202
| | - Bhavisha A Patel
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland 20892-1202
| | - Nina Spitofsky
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland 20892-1202
| | - Laura W Dillon
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland 20892-1202
| | - Diego Quinones Raffo
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland 20892-1202
| | - Christopher S Hourigan
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland 20892-1202
| | - Sachiko Kajigaya
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland 20892-1202
| | - Luigi Ferrucci
- Translational Gerontology Branch, National Institute on Aging, NIH, BRC, Baltimore, Maryland
| | - Neal S Young
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland 20892-1202
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30
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The Utility of Repetitive Cell-Free DNA in Cancer Liquid Biopsies. Diagnostics (Basel) 2022; 12:diagnostics12061363. [PMID: 35741173 PMCID: PMC9221655 DOI: 10.3390/diagnostics12061363] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 05/27/2022] [Accepted: 05/30/2022] [Indexed: 02/05/2023] Open
Abstract
Liquid biopsy is a broad term that refers to the testing of body fluids for biomarkers that correlate with a pathological condition. While a variety of body-fluid components (e.g., circulating tumor cells, extracellular vesicles, RNA, proteins, and metabolites) are studied as potential liquid biopsy biomarkers, cell-free DNA (cfDNA) has attracted the most attention in recent years. The total cfDNA population in a typical biospecimen represents an immensely rich source of biological and pathological information and has demonstrated significant potential as a versatile biomarker in oncology, non-invasive prenatal testing, and transplant monitoring. As a significant portion of cfDNA is composed of repeat DNA sequences and some families (e.g., pericentric satellites) were recently shown to be overrepresented in cfDNA populations vs their genomic abundance, it holds great potential for developing liquid biopsy-based biomarkers for the early detection and management of patients with cancer. By outlining research that employed cell-free repeat DNA sequences, in particular the ALU and LINE-1 elements, we highlight the clinical potential of the repeat-element content of cfDNA as an underappreciated marker in the cancer liquid biopsy repertoire.
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31
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Yuwono NL, Boyd MAA, Henry CE, Werner B, Ford CE, Warton K. Circulating cell-free DNA undergoes significant decline in yield after prolonged storage time in both plasma and purified form. Clin Chem Lab Med 2022; 60:1287-1298. [DOI: 10.1515/cclm-2021-1152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 05/16/2022] [Indexed: 11/15/2022]
Abstract
Abstract
Objectives
Circulating DNA (cirDNA) is generally purified from plasma that has been biobanked for variable lengths of time. In long-term experiments or clinical trials, the plasma can be stored frozen for up to several years. Therefore, it is crucial to determine the stability of cirDNA to ensure confidence in sample quality upon analysis. Our main objective was to determine the effect of storage for up to 2 years on cirDNA yield and fragmentation.
Methods
We stored frozen EDTA plasma and purified cirDNA from 10 healthy female donors, then quantified cirDNA yield at baseline, and at regular intervals for up to 2 years, by qPCR and Qubit. We also compared cirDNA levels in non-haemolysed and haemolysed blood samples after 16 months of storage and tested the effect of varying DNA extraction protocol parameters.
Results
Storage up to two years caused an annual cirDNA yield decline of 25.5% when stored as plasma and 23% when stored as purified DNA, with short fragments lost more rapidly than long fragments. Additionally, cirDNA yield was impacted by plasma input and cirDNA elution volumes, but not by haemolysis.
Conclusions
The design of long-term cirDNA-based studies and clinical trials should factor in the deterioration of cirDNA during storage.
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Affiliation(s)
- Nicole Laurencia Yuwono
- Gynaecological Cancer Research Group, Adult Cancer Program, School of Women’s and Children’s Health, Faculty of Medicine and Health, Lowy Cancer Research Centre, University of New South Wales , Sydney , Australia
| | - Mollie Ailie Acheson Boyd
- Gynaecological Cancer Research Group, Adult Cancer Program, School of Women’s and Children’s Health, Faculty of Medicine and Health, Lowy Cancer Research Centre, University of New South Wales , Sydney , Australia
| | - Claire Elizabeth Henry
- Gynaecological Cancer Research Group, Adult Cancer Program, School of Women’s and Children’s Health, Faculty of Medicine and Health, Lowy Cancer Research Centre, University of New South Wales , Sydney , Australia
| | - Bonnita Werner
- Gynaecological Cancer Research Group, Adult Cancer Program, School of Women’s and Children’s Health, Faculty of Medicine and Health, Lowy Cancer Research Centre, University of New South Wales , Sydney , Australia
| | - Caroline Elizabeth Ford
- Gynaecological Cancer Research Group, Adult Cancer Program, School of Women’s and Children’s Health, Faculty of Medicine and Health, Lowy Cancer Research Centre, University of New South Wales , Sydney , Australia
| | - Kristina Warton
- Gynaecological Cancer Research Group, Adult Cancer Program, School of Women’s and Children’s Health, Faculty of Medicine and Health, Lowy Cancer Research Centre, University of New South Wales , Sydney , Australia
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Bera A, Russ E, Karaian J, Landa A, Radhakrishnan S, Subramanian M, Hueman M, Pollard HB, Hu H, Shriver CD, Srivastava M. Circulating Cell-free DNA in Serum as a Marker for the Early Detection of Tumor Recurrence in Breast Cancer Patients. CANCER DIAGNOSIS & PROGNOSIS 2022; 2:285-292. [PMID: 35530653 PMCID: PMC9066529 DOI: 10.21873/cdp.10106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 03/28/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND/AIM Circulating cell-free DNA (cfDNA) isolated from serum by noninvasive procedures can serve as a potential biomarker for the early detection of many cancers. The aim of this study was to implement a simple, yet effective quantitative method for measuring the cfDNA in serum and to investigate the relationship between cfDNA and the occurrence of recurrence in breast cancer (BrCa) patients. PATIENTS AND METHODS A total of 240 cases were selected, which comprised different subtypes of BrCa patients and control individuals. We selected 20 serum samples from patients which showed recurrence after 4-7 years of disease-free survival. SYBR green was used as a reporter molecule to estimate the amount of cfDNA in these serum samples. RESULTS A global Wilcoxon analysis was performed to compare the cfDNA abundance between non-recurrent and recurrent patients. The amount of cfDNA was higher in recurrent patients (recurrent vs. non-recurrent ratio=1.3; p=0.03; AUC=0.76) compared to non-recurrent patients. The data between normal/healthy controls and non-recurrent patients indicated no significant differences (n=20 in each group, healthy to non-recurrent ratio=1.03; p=0.20; AUC=0.61). CONCLUSION We implemented a straightforward one-step technique to measure the amount of cfDNA in serum, which can translate into a clinical diagnostic tool in the near future. The high levels of cfDNA in the serum of recurrent BrCa patients compared to non-recurrent BrCa patients indicates a possible uncovered role for circulating genetic information, which either contributes to the cancer recurrence phenomenon or at the very least, serves as an identifier for the potential of recurrence.
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Affiliation(s)
- Alakesh Bera
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
| | - Eric Russ
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
| | - John Karaian
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
| | - Adam Landa
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
| | - Surya Radhakrishnan
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
| | - Madhan Subramanian
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
| | - Matthew Hueman
- Murtha Cancer Center, Uniformed Services University/Walter Reed National Military Medical Center, Bethesda, MD, U.S.A
| | - Harvey B Pollard
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
| | - Hai Hu
- Chan Soon-Shiong Institute of Molecular Medicine, Windber, PA, U.S.A
| | - Craig D Shriver
- Murtha Cancer Center, Uniformed Services University/Walter Reed National Military Medical Center, Bethesda, MD, U.S.A
| | - Meera Srivastava
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, U.S.A
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Lee T, Rawding PA, Bu J, Hyun S, Rou W, Jeon H, Kim S, Lee B, Kubiatowicz LJ, Kim D, Hong S, Eun H. Machine-Learning-Based Clinical Biomarker Using Cell-Free DNA for Hepatocellular Carcinoma (HCC). Cancers (Basel) 2022; 14:2061. [PMID: 35565192 PMCID: PMC9103537 DOI: 10.3390/cancers14092061] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Revised: 04/04/2022] [Accepted: 04/12/2022] [Indexed: 02/08/2023] Open
Abstract
(1) Background: Hepatocellular carcinoma (HCC) is one of the leading causes of cancer-related death worldwide. Although various serum enzymes have been utilized for the diagnosis and prognosis of HCC, the currently available biomarkers lack the sensitivity needed to detect HCC at early stages and accurately predict treatment responses. (2) Methods: We utilized our highly sensitive cell-free DNA (cfDNA) detection system, in combination with a machine learning algorithm, to provide a platform for improved diagnosis and prognosis of HCC. (3) Results: cfDNA, specifically alpha-fetoprotein (AFP) expression in captured cfDNA, demonstrated the highest accuracy for diagnosing malignancies among the serum/plasma biomarkers used in this study, including AFP, aspartate aminotransferase, alanine aminotransferase, albumin, alkaline phosphatase, and bilirubin. The diagnostic/prognostic capability of cfDNA was further improved by establishing a cfDNA score (cfDHCC), which integrated the total plasma cfDNA levels and cfAFP-DNA expression into a single score using machine learning algorithms. (4) Conclusion: The cfDHCC score demonstrated significantly improved accuracy in determining the pathological features of HCC and predicting patients' survival outcomes compared to the other biomarkers. The results presented herein reveal that our cfDNA capture/analysis platform is a promising approach to effectively utilize cfDNA as a biomarker for the diagnosis and prognosis of HCC.
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Affiliation(s)
- Taehee Lee
- Department of Biomedical Laboratory Science, Daegu Health College, Daegu 41453, Korea;
- Department of Senior Healthcare, Graduate School, Eulji University, Uijeongbu-si 11759, Korea;
| | - Piper A. Rawding
- Pharmaceutical Sciences Division, School of Pharmacy, University of Wisconsin—Madison, Madison, WI 53705, USA; (P.A.R.); (J.B.); (L.J.K.); (D.K.)
- Wisconsin Center for NanoBioSystems (WisCNano), University of Wisconsin—Madison, Madison, WI 53705, USA
| | - Jiyoon Bu
- Pharmaceutical Sciences Division, School of Pharmacy, University of Wisconsin—Madison, Madison, WI 53705, USA; (P.A.R.); (J.B.); (L.J.K.); (D.K.)
- Wisconsin Center for NanoBioSystems (WisCNano), University of Wisconsin—Madison, Madison, WI 53705, USA
- Department of Biological Sciences and Bioengineering, Inha University, Incheon 22212, Korea
- Industry-Academia Interactive R&E Center for Bioprocess Innovation, Inha University, Incheon 22212, Korea
| | - Sunghee Hyun
- Department of Senior Healthcare, Graduate School, Eulji University, Uijeongbu-si 11759, Korea;
| | - Woosun Rou
- Department of Internal Medicine, Chungnam National University Sejong Hospital (CNUSH), Sejong 30099, Korea; (W.R.); (H.J.)
| | - Hongjae Jeon
- Department of Internal Medicine, Chungnam National University Sejong Hospital (CNUSH), Sejong 30099, Korea; (W.R.); (H.J.)
| | - Seokhyun Kim
- Department of Internal Medicine, Chungnam National University Hospital, Daejeon 35015, Korea; (S.K.); (B.L.)
| | - Byungseok Lee
- Department of Internal Medicine, Chungnam National University Hospital, Daejeon 35015, Korea; (S.K.); (B.L.)
| | - Luke J. Kubiatowicz
- Pharmaceutical Sciences Division, School of Pharmacy, University of Wisconsin—Madison, Madison, WI 53705, USA; (P.A.R.); (J.B.); (L.J.K.); (D.K.)
| | - Dawon Kim
- Pharmaceutical Sciences Division, School of Pharmacy, University of Wisconsin—Madison, Madison, WI 53705, USA; (P.A.R.); (J.B.); (L.J.K.); (D.K.)
- Wisconsin Center for NanoBioSystems (WisCNano), University of Wisconsin—Madison, Madison, WI 53705, USA
| | - Seungpyo Hong
- Pharmaceutical Sciences Division, School of Pharmacy, University of Wisconsin—Madison, Madison, WI 53705, USA; (P.A.R.); (J.B.); (L.J.K.); (D.K.)
- Wisconsin Center for NanoBioSystems (WisCNano), University of Wisconsin—Madison, Madison, WI 53705, USA
- Yonsei Frontier Lab, Department of Pharmacy, Yonsei University, Seoul 03722, Korea
| | - Hyuksoo Eun
- Yonsei Frontier Lab, Department of Pharmacy, Yonsei University, Seoul 03722, Korea
- Department of Internal Medicine, College of Medicine, Chungnam National University, Daejeon 35015, Korea
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The diagnostic importance of pathogenic variants and variant coexistence determined by NGS-based liquid biopsy approach in patients with lung adenocarcinoma. Mol Cell Probes 2022; 64:101819. [DOI: 10.1016/j.mcp.2022.101819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 04/22/2022] [Accepted: 04/22/2022] [Indexed: 11/23/2022]
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35
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Early relapse detection by monitoring of circulating cell-free DNA in patients with localized head and neck squamous cell carcinoma: A subgroup analysis of the multicenter randomized clinical trial IMSTAR-HN. Oral Oncol 2022; 126:105733. [DOI: 10.1016/j.oraloncology.2022.105733] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Revised: 01/12/2022] [Accepted: 01/19/2022] [Indexed: 12/11/2022]
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Tombolan L, Rossi E, Binatti A, Zin A, Manicone M, Facchinetti A, Lucchetta S, Carmen Affinita M, Bonvini P, Bortoluzzi S, Zamarchi R, Bisogno G. Clinical significance of circulating tumor cells and cell-free DNA in pediatric rhabdomyosarcoma. Mol Oncol 2022; 16:2071-2085. [PMID: 35212153 PMCID: PMC9120897 DOI: 10.1002/1878-0261.13197] [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: 10/14/2021] [Revised: 01/19/2022] [Accepted: 02/21/2022] [Indexed: 11/10/2022] Open
Abstract
Liquid biopsy analysis represents a powerful and noninvasive tool to uncover biomarkers for disseminated disease assessment and longitudinal monitoring of patients. Herein, we explored the value of circulating and disseminated tumor cells (CTC and DTC, respectively) and cell‐free DNA (cfDNA) in pediatric rhabdomyosarcoma (RMS). Peripheral blood and bone marrow samples were analyzed to detect and enumerate CTC and DTC, respectively. We used the epithelial cellular adhesion molecule (EpCAM)‐based CellSearch platform coupled with an automatic device to collect both EpCAM‐positive and EpCAM‐low/negative CTCs. The standard assay was implemented, including the mesenchymal marker desmin. For selected cases, we molecularly profiled primary tumors and liquid biopsy biomarkers using whole‐exome sequencing and droplet digital PCR, respectively. RMS patients with metastatic disease had a significantly higher number of CTCs compared to those with localized disease, whereas DTCs were detected independently of disease presentation. The use of the desmin marker remarkably increased the identification of CTCs and DTCs in RMS samples. Of note, CTC clusters were detected in RMS patients with disseminated disease. Further, cfDNA and CTC molecular features closely reflected the molecular makeup of primary tumors and informed of disease course.
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Affiliation(s)
- Lucia Tombolan
- Institute of Pediatric Research, Fondazione Città della Speranza, Padova, Italy.,Department of Woman's and Children's Health, Hematology and Oncology Unit, University of Padova, Padova, Italy
| | - Elisabetta Rossi
- Department of Surgery, Oncology and Gastroenterology, Oncology Section, University of Padova, Padova, Italy.,Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Andrea Binatti
- Department of Molecular Medicine, University of Padova, Padova, Italy
| | - Angelica Zin
- Institute of Pediatric Research, Fondazione Città della Speranza, Padova, Italy
| | | | - Antonella Facchinetti
- Department of Surgery, Oncology and Gastroenterology, Oncology Section, University of Padova, Padova, Italy.,Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Silvia Lucchetta
- Department of Woman's and Children's Health, Hematology and Oncology Unit, University of Padova, Padova, Italy
| | - Maria Carmen Affinita
- Department of Woman's and Children's Health, Hematology and Oncology Unit, University of Padova, Padova, Italy
| | - Paolo Bonvini
- Institute of Pediatric Research, Fondazione Città della Speranza, Padova, Italy
| | | | - Rita Zamarchi
- Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Gianni Bisogno
- Department of Woman's and Children's Health, Hematology and Oncology Unit, University of Padova, Padova, Italy
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37
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de Bruyn DP, Beasley AB, Verdijk RM, van Poppelen NM, Paridaens D, de Keizer ROB, Naus NC, Gray ES, de Klein A, Brosens E, Kiliç E. Is Tissue Still the Issue? The Promise of Liquid Biopsy in Uveal Melanoma. Biomedicines 2022; 10:biomedicines10020506. [PMID: 35203714 PMCID: PMC8962331 DOI: 10.3390/biomedicines10020506] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 02/15/2022] [Accepted: 02/16/2022] [Indexed: 12/18/2022] Open
Abstract
Uveal melanoma (UM) is the second most frequent type of melanoma. Therapeutic options for UM favor minimally invasive techniques such as irradiation for vision preservation. As a consequence, no tumor material is obtained. Without available tissue, molecular analyses for gene expression, mutation or copy number analysis cannot be performed. Thus, proper patient stratification is impossible and patients’ uncertainty about their prognosis rises. Minimally invasive techniques have been studied for prognostication in UM. Blood-based biomarker analysis has become more common in recent years; however, no clinically standardized protocol exists. This review summarizes insights in biomarker analysis, addressing new insights in circulating tumor cells, circulating tumor DNA, extracellular vesicles, proteomics, and metabolomics. Additionally, medical imaging can play a significant role in staging, surveillance, and prognostication of UM and is addressed in this review. We propose that combining multiple minimally invasive modalities using tumor biomarkers should be the way forward and warrant more attention in the coming years.
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Affiliation(s)
- Daniël P. de Bruyn
- Department of Ophthalmology, Erasmus MC Rotterdam, 3000 CA Rotterdam, The Netherlands; (D.P.d.B.); (N.M.v.P.); (D.P.); (N.C.N.)
- Department of Clinical Genetics, Erasmus MC Rotterdam, 3000 CA Rotterdam, The Netherlands; (A.d.K.); (E.B.)
- Erasmus MC Cancer Institute, 3000 CA Rotterdam, The Netherlands
| | - Aaron B. Beasley
- Centre for Precision Health, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA 6027, Australia; (A.B.B.); (E.S.G.)
| | - Robert M. Verdijk
- The Rotterdam Eye Hospital, 3011 BH Rotterdam, The Netherlands; (R.M.V.); (R.O.B.d.K.)
- Department of Pathology, Section Ophthalmic Pathology, Erasmus MC Rotterdam, 3000 CA Rotterdam, The Netherlands
- Department of Pathology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Natasha M. van Poppelen
- Department of Ophthalmology, Erasmus MC Rotterdam, 3000 CA Rotterdam, The Netherlands; (D.P.d.B.); (N.M.v.P.); (D.P.); (N.C.N.)
- Department of Clinical Genetics, Erasmus MC Rotterdam, 3000 CA Rotterdam, The Netherlands; (A.d.K.); (E.B.)
- Erasmus MC Cancer Institute, 3000 CA Rotterdam, The Netherlands
| | - Dion Paridaens
- Department of Ophthalmology, Erasmus MC Rotterdam, 3000 CA Rotterdam, The Netherlands; (D.P.d.B.); (N.M.v.P.); (D.P.); (N.C.N.)
- The Rotterdam Eye Hospital, 3011 BH Rotterdam, The Netherlands; (R.M.V.); (R.O.B.d.K.)
| | | | - Nicole C. Naus
- Department of Ophthalmology, Erasmus MC Rotterdam, 3000 CA Rotterdam, The Netherlands; (D.P.d.B.); (N.M.v.P.); (D.P.); (N.C.N.)
- Erasmus MC Cancer Institute, 3000 CA Rotterdam, The Netherlands
| | - Elin S. Gray
- Centre for Precision Health, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA 6027, Australia; (A.B.B.); (E.S.G.)
| | - Annelies de Klein
- Department of Clinical Genetics, Erasmus MC Rotterdam, 3000 CA Rotterdam, The Netherlands; (A.d.K.); (E.B.)
- Erasmus MC Cancer Institute, 3000 CA Rotterdam, The Netherlands
| | - Erwin Brosens
- Department of Clinical Genetics, Erasmus MC Rotterdam, 3000 CA Rotterdam, The Netherlands; (A.d.K.); (E.B.)
- Erasmus MC Cancer Institute, 3000 CA Rotterdam, The Netherlands
| | - Emine Kiliç
- Department of Ophthalmology, Erasmus MC Rotterdam, 3000 CA Rotterdam, The Netherlands; (D.P.d.B.); (N.M.v.P.); (D.P.); (N.C.N.)
- Erasmus MC Cancer Institute, 3000 CA Rotterdam, The Netherlands
- Correspondence: ; Tel.: +31-107030683
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Doubeni CA, Lau YK, Lin JS, Pennello GA, Carlson RW. Development and evaluation of safety and effectiveness of novel cancer screening tests for routine clinical use with applications to multicancer detection technologies. Cancer 2022; 128 Suppl 4:883-891. [PMID: 35133658 PMCID: PMC11296691 DOI: 10.1002/cncr.33954] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 08/22/2021] [Accepted: 08/30/2021] [Indexed: 12/19/2022]
Abstract
Multicancer screening is a promising approach to improving the detection of preclinical disease, but current technologies have limited ability to identify precursor or early stage lesions, and approaches for developing the evidentiary chain are unclear. Frameworks to enable development and evaluation from discovery through evidence of clinical effectiveness are discussed.
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Affiliation(s)
- Chyke A. Doubeni
- Center for Health Equity and Community Engagement Research, Mayo Clinic, Rochester, Minnesota
- Department of Family Medicine, Mayo Clinic, Rochester, Minnesota
- Department of General Internal Medicine, Mayo Clinic, Rochester, Minnesota
- Department of Family Medicine, Mayo Clinic, Phoenix, Arizona
| | - Yan Kwan Lau
- Center for Health Equity and Community Engagement Research, Mayo Clinic, Rochester, Minnesota
- Department of Family Medicine, Mayo Clinic, Rochester, Minnesota
- Department of General Internal Medicine, Mayo Clinic, Rochester, Minnesota
| | - Jennifer S. Lin
- Kaiser Permanente Evidence-Based Practice Center, Kaiser Permanente Center for Health Research, Portland, Oregon
| | - Gene A. Pennello
- Division of Imaging, Diagnostics, and Software Reliability, US Food and Drug Administration, Silver Spring, Maryland
| | - Robert W. Carlson
- National Comprehensive Cancer Network, Plymouth Meeting, Pennsylvania
- Department of Medicine, Division of Medical Oncology, Stanford University Medical Center, Stanford, California
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Cucchiara F, Scarpitta R, Crucitta S, Scatena C, Arici R, Naccarato AG, Fogli S, Danesi R, Del Re M. Diagnosis and treatment monitoring in breast cancer: how liquid biopsy can support patient management. Pharmacogenomics 2022; 23:119-134. [PMID: 35006002 DOI: 10.2217/pgs-2021-0099] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Imaging and tissue biopsies represent the current gold standard for breast cancer diagnosis and patient management. However, these practices are time-consuming, expensive and require invasive procedures. Moreover, tissue biopsies do not capture spatial and temporal tumor heterogeneity. Conversely, liquid biopsy, which includes circulating tumor cells, circulating free nucleic acids and extracellular vesicles, is minimally invasive, easy to perform and can be repeated during a patient's follow-up. Increasing evidence also suggests that liquid biopsy can be used to efficiently screen and diagnose tumors at an early stage, and to monitor changes in the tumor molecular profile. In the present review, clinical applications and prospects are discussed.
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Affiliation(s)
- Federico Cucchiara
- Unit of Clinical Pharmacology & Pharmacogenetics, Department of Clinical & Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - Rosa Scarpitta
- Division of Pathology, Department of Translational Research & New Technologies in Medicine & Surgery, University of Pisa, Pisa 56126, Italy
| | - Stefania Crucitta
- Unit of Clinical Pharmacology & Pharmacogenetics, Department of Clinical & Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - Cristian Scatena
- Division of Pathology, Department of Translational Research & New Technologies in Medicine & Surgery, University of Pisa, Pisa 56126, Italy
| | - Roberta Arici
- Unit of Clinical Pharmacology & Pharmacogenetics, Department of Clinical & Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - Antonio Giuseppe Naccarato
- Division of Pathology, Department of Translational Research & New Technologies in Medicine & Surgery, University of Pisa, Pisa 56126, Italy
| | - Stefano Fogli
- Unit of Clinical Pharmacology & Pharmacogenetics, Department of Clinical & Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - Romano Danesi
- Unit of Clinical Pharmacology & Pharmacogenetics, Department of Clinical & Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - Marzia Del Re
- Unit of Clinical Pharmacology & Pharmacogenetics, Department of Clinical & Experimental Medicine, University Hospital of Pisa, Pisa, Italy
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Alborelli I, Jermann PM. Preanalytical Variables and Sample Quality Control for Clinical Variant Analysis. Methods Mol Biol 2022; 2493:331-351. [PMID: 35751825 DOI: 10.1007/978-1-0716-2293-3_21] [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] [Indexed: 06/15/2023]
Abstract
Broad molecular profiling by next-generation sequencing of solid tumors has become a critical tool for clinical decision-making in the era of precision oncology. In addition to many already approved targeted therapies, more than half of ongoing oncology-related clinical trials are biomarker-driven. Therefore, accurate and reliable assays are needed to assess the genetic make-up of tumor cells and guide clinicians in the therapy decision process. In order to obtain high-quality NGS data for variant detection, certain preanalytical steps and quality metrics should be followed. These include assessment of sample types, choice of extraction method, library preparation technology, sequencing platform, and finally sequencing quality control. Each of these steps has certain challenges and pitfalls that need to be addressed and overcome, respectively. In this chapter, we address the preanalytical quality control and how each of the involved steps may influence the final result. Following these guidelines and QC metrics may help in obtaining optimal results that will allow the precise and robust assessment of genetic variants in a clinical setting.
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Affiliation(s)
- Ilaria Alborelli
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
| | - Philip M Jermann
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland.
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Yuwono NL, Warton K, Ford CE. The influence of biological and lifestyle factors on circulating cell-free DNA in blood plasma. eLife 2021; 10:e69679. [PMID: 34752217 PMCID: PMC8577835 DOI: 10.7554/elife.69679] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Accepted: 10/23/2021] [Indexed: 01/02/2023] Open
Abstract
Research and clinical use of circulating cell-free DNA (cirDNA) is expanding rapidly; however, there remain large gaps in our understanding of the influence of lifestyle and biological factors on the amount of cirDNA present in blood. Here, we review 66 individual studies of cirDNA levels and lifestyle and biological factors, including exercise (acute and chronic), alcohol consumption, occupational hazard exposure, smoking, body mass index, menstruation, hypertension, circadian rhythm, stress, biological sex and age. Despite technical and methodological inconsistences across studies, we identify acute exercise as a significant influence on cirDNA levels. Given the large increase in cirDNA induced by acute exercise, we recommend that controlling for physical activity prior to blood collection is routinely incorporated into study design when total cirDNA levels are of interest. We also highlight appropriate selection and complete reporting of laboratory protocols as important for improving the reproducibility cirDNA studies and ability to critically evaluate the results.
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Affiliation(s)
- Nicole Laurencia Yuwono
- Gynaecological Cancer Research Group, Adult Cancer Program, Lowy Cancer Research Centre, Department of Obstetrics & Gynaecology, School of Women's and Children's Health, Faculty of Medicine & Health, University of New South WalesSydneyAustralia
| | - Kristina Warton
- Gynaecological Cancer Research Group, Adult Cancer Program, Lowy Cancer Research Centre, Department of Obstetrics & Gynaecology, School of Women's and Children's Health, Faculty of Medicine & Health, University of New South WalesSydneyAustralia
| | - Caroline Elizabeth Ford
- Gynaecological Cancer Research Group, Adult Cancer Program, Lowy Cancer Research Centre, Department of Obstetrics & Gynaecology, School of Women's and Children's Health, Faculty of Medicine & Health, University of New South WalesSydneyAustralia
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De S. Signatures Beyond Oncogenic Mutations in Cell-Free DNA Sequencing for Non-Invasive, Early Detection of Cancer. Front Genet 2021; 12:759832. [PMID: 34721546 PMCID: PMC8551553 DOI: 10.3389/fgene.2021.759832] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 09/13/2021] [Indexed: 01/05/2023] Open
Abstract
Early detection of cancer saves lives, but an effective detection strategy in public health settings requires a delicate balance - periodic screening should neither miss rapidly progressing disease nor fail to detect rare tumors at unusual locations; on the other hand, even a modest false positive rate carries risks of over-diagnosis and over-treatment of relatively indolent non-malignant disease. Genomic profiling of cell-free DNA from liquid biopsy using massively parallel sequencing is emerging as an attractive, non-invasive screening platform for sensitive detection of multiple types of cancer in a single assay. Genomic data from cell-free DNA can not only identify oncogenic mutation status, but also additional molecular signatures related to potential tissue of origin, the extent of clonal growth, and malignant disease states. Utilization of the full potential of the molecular signatures from cfDNA sequencing data can guide clinical management strategies for targeted follow-ups using imaging or molecular marker-based diagnostic platforms and treatment options.
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Affiliation(s)
- Subhajyoti De
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States
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Perales S, Torres C, Jimenez-Luna C, Prados J, Martinez-Galan J, Sanchez-Manas JM, Caba O. Liquid biopsy approach to pancreatic cancer. World J Gastrointest Oncol 2021; 13:1263-1287. [PMID: 34721766 PMCID: PMC8529923 DOI: 10.4251/wjgo.v13.i10.1263] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Revised: 05/18/2021] [Accepted: 08/27/2021] [Indexed: 02/06/2023] Open
Abstract
Pancreatic cancer (PC) continues to pose a major clinical challenge. There has been little improvement in patient survival over the past few decades, and it is projected to become the second leading cause of cancer mortality by 2030. The dismal 5-year survival rate of less than 10% after the diagnosis is attributable to the lack of early symptoms, the absence of specific biomarkers for an early diagnosis, and the inadequacy of available chemotherapies. Most patients are diagnosed when the disease has already metastasized and cannot be treated. Cancer interception is vital, actively intervening in the malignization process before the development of a full-blown advanced tumor. An early diagnosis of PC has a dramatic impact on the survival of patients, and improved techniques are urgently needed to detect and evaluate this disease at an early stage. It is difficult to obtain tissue biopsies from the pancreas due to its anatomical position; however, liquid biopsies are readily available and can provide useful information for the diagnosis, prognosis, stratification, and follow-up of patients with PC and for the design of individually tailored treatments. The aim of this review was to provide an update of the latest advances in knowledge on the application of carbohydrates, proteins, cell-free nucleic acids, circulating tumor cells, metabolome compounds, exosomes, and platelets in blood as potential biomarkers for PC, focusing on their clinical relevance and potential for improving patient outcomes.
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Affiliation(s)
- Sonia Perales
- Department of Biochemistry and Molecular Biology I, Faculty of Sciences, University of Granada, Granada 18071, Spain
| | - Carolina Torres
- Department of Biochemistry and Molecular Biology III and Immunology, Faculty of Sciences, University of Granada, Granada 18071, Spain
| | - Cristina Jimenez-Luna
- Institute of Biopathology and Regenerative Medicine (IBIMER), Center of Biomedical Research (CIBM), University of Granada, Granada 18100, Spain
| | - Jose Prados
- Institute of Biopathology and Regenerative Medicine (IBIMER), Center of Biomedical Research (CIBM), University of Granada, Granada 18100, Spain
| | - Joaquina Martinez-Galan
- Department of Medical Oncology, Hospital Universitario Virgen de las Nieves, Granada 18011, Spain
| | | | - Octavio Caba
- Institute of Biopathology and Regenerative Medicine (IBIMER), Center of Biomedical Research (CIBM), University of Granada, Granada 18100, Spain
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Jackson AM, Amato-Menker C, Bettinotti M. Cell-free DNA diagnostics in transplantation utilizing next generation sequencing. Hum Immunol 2021; 82:850-858. [PMID: 34600770 DOI: 10.1016/j.humimm.2021.07.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 06/29/2021] [Accepted: 07/12/2021] [Indexed: 12/25/2022]
Abstract
The use of Next Generation Sequencing (NGS) to interrogate cell-free DNA (cfDNA) as a transplant diagnostic provides a crucial step in improving the accuracy of post-transplant monitoring of allograft health. cfDNA interrogation provides a powerful, yet minimally invasive, biomarker for disease and tissue injury. cfDNA can be isolated from a variety of body fluids and analyzed using bioinformatics to unlock its origins. Furthermore, cfDNA characteristics can reveal the mechanisms and conditions under which it was generated and released. In transplantation, donor-derived cfDNA monitoring provides a tool for identifying active allograft injury at the time of transplant, infection, and rejection. Multiple detection and interrogation methods for cfDNA detection are now being evaluated for clinical validity and hold the promise to provide minimally invasive, quantitative, and reproducible measures of allograft injury across organ types.
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Affiliation(s)
- Annette M Jackson
- Duke University, Department of Surgery, DUMC Box 2645, Durham, NC 27710, USA.
| | - Carly Amato-Menker
- West Virginia University, Microbiology, Immunology, and Cell Biology, Morgantown, WV, USA
| | - Maria Bettinotti
- Johns Hopkins University, Department of Pathology, 2041 E. Monument Street, Baltimore, MD 21205, USA
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Ou H, Hoffmann R, González‐López C, Doherty GJ, Korkola JE, Muñoz‐Espín D. Cellular senescence in cancer: from mechanisms to detection. Mol Oncol 2021; 15:2634-2671. [PMID: 32981205 PMCID: PMC8486596 DOI: 10.1002/1878-0261.12807] [Citation(s) in RCA: 71] [Impact Index Per Article: 23.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 08/25/2020] [Accepted: 09/22/2020] [Indexed: 01/10/2023] Open
Abstract
Senescence refers to a cellular state featuring a stable cell-cycle arrest triggered in response to stress. This response also involves other distinct morphological and intracellular changes including alterations in gene expression and epigenetic modifications, elevated macromolecular damage, metabolism deregulation and a complex pro-inflammatory secretory phenotype. The initial demonstration of oncogene-induced senescence in vitro established senescence as an important tumour-suppressive mechanism, in addition to apoptosis. Senescence not only halts the proliferation of premalignant cells but also facilitates the clearance of affected cells through immunosurveillance. Failure to clear senescent cells owing to deficient immunosurveillance may, however, lead to a state of chronic inflammation that nurtures a pro-tumorigenic microenvironment favouring cancer initiation, migration and metastasis. In addition, senescence is a response to post-therapy genotoxic stress. Therefore, tracking the emergence of senescent cells becomes pivotal to detect potential pro-tumorigenic events. Current protocols for the in vivo detection of senescence require the analysis of fixed or deep-frozen tissues, despite a significant clinical need for real-time bioimaging methods. Accuracy and efficiency of senescence detection are further hampered by a lack of universal and more specific senescence biomarkers. Recently, in an attempt to overcome these hurdles, an assortment of detection tools has been developed. These strategies all have significant potential for clinical utilisation and include flow cytometry combined with histo- or cytochemical approaches, nanoparticle-based targeted delivery of imaging contrast agents, OFF-ON fluorescent senoprobes, positron emission tomography senoprobes and analysis of circulating SASP factors, extracellular vesicles and cell-free nucleic acids isolated from plasma. Here, we highlight the occurrence of senescence in neoplasia and advanced tumours, assess the impact of senescence on tumorigenesis and discuss how the ongoing development of senescence detection tools might improve early detection of multiple cancers and response to therapy in the near future.
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Affiliation(s)
- Hui‐Ling Ou
- CRUK Cambridge Centre Early Detection ProgrammeDepartment of OncologyHutchison/MRC Research CentreUniversity of CambridgeUK
| | - Reuben Hoffmann
- Department of Biomedical EngineeringKnight Cancer InstituteOHSU Center for Spatial Systems BiomedicineOregon Health and Science UniversityPortlandORUSA
| | - Cristina González‐López
- CRUK Cambridge Centre Early Detection ProgrammeDepartment of OncologyHutchison/MRC Research CentreUniversity of CambridgeUK
| | - Gary J. Doherty
- Department of OncologyCambridge University Hospitals NHS Foundation TrustCambridge Biomedical CampusUK
| | - James E. Korkola
- Department of Biomedical EngineeringKnight Cancer InstituteOHSU Center for Spatial Systems BiomedicineOregon Health and Science UniversityPortlandORUSA
| | - Daniel Muñoz‐Espín
- CRUK Cambridge Centre Early Detection ProgrammeDepartment of OncologyHutchison/MRC Research CentreUniversity of CambridgeUK
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Lin C, Liu X, Zheng B, Ke R, Tzeng CM. Liquid Biopsy, ctDNA Diagnosis through NGS. Life (Basel) 2021; 11:life11090890. [PMID: 34575039 PMCID: PMC8468354 DOI: 10.3390/life11090890] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 08/08/2021] [Accepted: 08/11/2021] [Indexed: 12/15/2022] Open
Abstract
Liquid biopsy with circulating tumor DNA (ctDNA) profiling by next-generation sequencing holds great promise to revolutionize clinical oncology. It relies on the basis that ctDNA represents the real-time status of the tumor genome which contains information of genetic alterations. Compared to tissue biopsy, liquid biopsy possesses great advantages such as a less demanding procedure, minimal invasion, ease of frequent sampling, and less sampling bias. Next-generation sequencing (NGS) methods have come to a point that both the cost and performance are suitable for clinical diagnosis. Thus, profiling ctDNA by NGS technologies is becoming more and more popular since it can be applied in the whole process of cancer diagnosis and management. Further developments of liquid biopsy ctDNA testing will be beneficial for cancer patients, paving the way for precision medicine. In conclusion, profiling ctDNA with NGS for cancer diagnosis is both biologically sound and technically convenient.
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Affiliation(s)
- Chen Lin
- School of Medicine, Huaqiao University, Quanzhou 362021, China; (C.L.); (X.L.)
| | - Xuzhu Liu
- School of Medicine, Huaqiao University, Quanzhou 362021, China; (C.L.); (X.L.)
| | - Bingyi Zheng
- Translational Medicine Research Center, School of Pharmaceutical Sciences, Xiamen University, Xiamen 361102, China;
- Xiamen Key Laboratory of Cancer Cell Theranostics and Clinical Translation, Xiamen 361102, China
| | - Rongqin Ke
- School of Medicine, Huaqiao University, Quanzhou 362021, China; (C.L.); (X.L.)
- Correspondence: (R.K.); (C.-M.T.)
| | - Chi-Meng Tzeng
- Translational Medicine Research Center, School of Pharmaceutical Sciences, Xiamen University, Xiamen 361102, China;
- Xiamen Key Laboratory of Cancer Cell Theranostics and Clinical Translation, Xiamen 361102, China
- Correspondence: (R.K.); (C.-M.T.)
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Dolan C, Miller T, Jill J, Terrell J, Kelly TK, Bygott T, Wilson-Robles H. Characterizing circulating nucleosomes in the plasma of dogs with lymphoma. BMC Vet Res 2021; 17:276. [PMID: 34399763 PMCID: PMC8365961 DOI: 10.1186/s12917-021-02991-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 07/21/2021] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Nucleosomes consist of DNA wrapped around a histone octamer core like beads on a string so that DNA can be condensed as chromatin into chromosomes. Diseases such as cancer or inflammation lead to cell death where chromatin is fragmentated and released as mononucleosomes into the blood. The Nu.Q™ H3.1 assay measures total nucleosome concentration in plasma of humans and has been used to detect and identify cancer even at early stages. The objectives of this study were to determine if nucleosome levels could be used to distinguish between healthy dogs and dogs with various stages of lymphoma (LSA) using the Nu.Q™ H3.1 assay. A total of 126 dogs diagnosed with LSA and 134 healthy controls were recruited for this study. Plasma was collected from each dog and stored in K2-EDTA tubes. The LSA patient samples were recruited from TAMU or purchased from various biobanks. All control cases were recruited from TAMU. RESULTS Dogs with LSA had an approximately 7-fold increase in their plasma nucleosome concentrations compared to controls (AUC 87.8%). Nucleosome concentrations increased with cancer stage and dogs with B cell lymphomas had significantly higher nucleosome concentrations than dogs with T cell lymphomas. CONCLUSIONS The Nu.Q™ H3.1 assay was able to reliably detect elevated nucleosome concentrations in the plasma of dogs with LSA. Furthermore, it appears that nucleosomes are useful for differentiating cancer from healthy individuals in canines.
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Affiliation(s)
- Christopher Dolan
- Small Animal Clinical Sciences Department, Texas A&M University, College of Veterinary Medicine, College Station, TX, 77843, USA.
| | - Tasha Miller
- Small Animal Clinical Sciences Department, Texas A&M University, College of Veterinary Medicine, College Station, TX, 77843, USA
| | - Jarvis Jill
- Small Animal Clinical Sciences Department, Texas A&M University, College of Veterinary Medicine, College Station, TX, 77843, USA
| | - Jason Terrell
- Volition America LLC, 13215 Bee Cave Parkway, Galleria Oaks B, Suite 125, Austin, TX, 78738, USA
| | - Theresa Kathleen Kelly
- Volition America LLC, 13215 Bee Cave Parkway, Galleria Oaks B, Suite 125, Austin, TX, 78738, USA
| | - Thomas Bygott
- Volition Diagnostics UK Ltd, 93-95 Gloucester Place, London, W1U 6JQ, UK
| | - Heather Wilson-Robles
- Small Animal Clinical Sciences Department, Texas A&M University, College of Veterinary Medicine, College Station, TX, 77843, USA
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Zulato E, Tosello V, Nardo G, Bonanno L, Del Bianco P, Indraccolo S. Implementation of Next Generation Sequencing-Based Liquid Biopsy for Clinical Molecular Diagnostics in Non-Small Cell Lung Cancer (NSCLC) Patients. Diagnostics (Basel) 2021; 11:diagnostics11081468. [PMID: 34441402 PMCID: PMC8394370 DOI: 10.3390/diagnostics11081468] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 08/06/2021] [Accepted: 08/11/2021] [Indexed: 12/02/2022] Open
Abstract
Genetic screening of somatic mutations in circulating free DNA (cfDNA) opens up new opportunities for personalized medicine. In this study, we aim to illustrate the implementation of NGS-based liquid biopsy in clinical practice for the detection of somatic alterations in selected genes. Our work is particularly relevant for the diagnosis and treatment of NSCLC. Beginning in 2020, we implemented the use of Roche’s Avenio ctDNA expanded panel in our diagnostic routine. In this study, we retrospectively review NGS-based clinical genetic tests performed in our laboratory, focusing on key analytical parameters. Avenio ctDNA kits demonstrated 100% sensitivity in detecting single nucleotide variants (SNVs) at >0.5% variant allele frequency (VAF), and high consistency in reproducibility. Since 2020, we performed cfDNA genotyping test in 86 NSCLC patients, and we successfully sequenced 96.5% (83/86) of samples. We observed consistency in sequencing performance based upon sequencing depth and on-target rate. At least one gene variant was identified in 52 samples (63%), and one or more actionable variants were detected in 21 out of 83 (25%) of analysed patients. We demonstrated the feasibility of implementing an NGS-based liquid biopsy assay for routine genetic characterization of metastatic NSCLC patients.
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Affiliation(s)
- Elisabetta Zulato
- Immunology and Molecular Oncology Unit, Istituto Oncologico Veneto IOV IRCCS, I-35128 Padova, Italy; (E.Z.); (V.T.); (G.N.)
| | - Valeria Tosello
- Immunology and Molecular Oncology Unit, Istituto Oncologico Veneto IOV IRCCS, I-35128 Padova, Italy; (E.Z.); (V.T.); (G.N.)
| | - Giorgia Nardo
- Immunology and Molecular Oncology Unit, Istituto Oncologico Veneto IOV IRCCS, I-35128 Padova, Italy; (E.Z.); (V.T.); (G.N.)
| | - Laura Bonanno
- Medical Oncology 2, Istituto Oncologico Veneto IOV IRCSS, I-35128 Padova, Italy;
| | - Paola Del Bianco
- Clinical Research Unit, Istituto Oncologico Veneto IOV IRCCS, I-35128 Padova, Italy;
| | - Stefano Indraccolo
- Immunology and Molecular Oncology Unit, Istituto Oncologico Veneto IOV IRCCS, I-35128 Padova, Italy; (E.Z.); (V.T.); (G.N.)
- Department of Surgery, Oncology and Gastroenterology, Università degli Studi di Padova, I-35128 Padova, Italy
- Correspondence: ; Tel.: +39-049-821-5875
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Nooreldeen R, Bach H. Current and Future Development in Lung Cancer Diagnosis. Int J Mol Sci 2021; 22:8661. [PMID: 34445366 PMCID: PMC8395394 DOI: 10.3390/ijms22168661] [Citation(s) in RCA: 285] [Impact Index Per Article: 95.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 08/05/2021] [Accepted: 08/10/2021] [Indexed: 12/16/2022] Open
Abstract
Lung cancer is the leading cause of cancer-related deaths in North America and other developed countries. One of the reasons lung cancer is at the top of the list is that it is often not diagnosed until the cancer is at an advanced stage. Thus, the earliest diagnosis of lung cancer is crucial, especially in screening high-risk populations, such as smokers, exposure to fumes, oil fields, toxic occupational places, etc. Based on the current knowledge, it looks that there is an urgent need to identify novel biomarkers. The current diagnosis of lung cancer includes different types of imaging complemented with pathological assessment of biopsies, but these techniques can still not detect early lung cancer developments. In this review, we described the advantages and disadvantages of current methods used in diagnosing lung cancer, and we provide an analysis of the potential use of body fluids as carriers of biomarkers as predictors of cancer development and progression.
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Affiliation(s)
| | - Horacio Bach
- Division of Infectious Diseases, Faculty of Medicine, The University of British Columbia, Vancouver, BC V6H 3Z6, Canada;
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Poynton E, Okosun J. Liquid biopsy in lymphoma: Is it primed for clinical translation? EJHAEM 2021; 2:616-627. [PMID: 35844685 PMCID: PMC9175672 DOI: 10.1002/jha2.212] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 04/22/2021] [Accepted: 04/23/2021] [Indexed: 12/23/2022]
Abstract
The simultaneous growth in our understanding of lymphoma biology and the burgeoning therapeutic options has come with a renewed drive for precision-based approaches and how best to incorporate them into contemporary and future patient care. In the hunt for accurate and sensitive biomarkers, liquid biopsies, particularly circulating tumour DNA, have come to the forefront as a promising tool in multiple cancer types including lymphomas, with considerable implications for clinical practice. Liquid biopsy analyses could supplement existing tissue biopsies with distinct advantages including the minimally invasive nature and the ease with which it can be repeated during a patient's clinical journey. Circulating tumour DNA (ctDNA) analyses has been and continues to be evaluated across lymphoma subtypes with potential applications as a diagnostic, disease monitoring and treatment selection tool. To make the leap into the clinic, these assays must demonstrate accuracy, reliability and a quick turnaround to be employed in the real-time clinical management of lymphoma patients. Here, we review the available ctDNA assays and discuss key practical and technical issues around improving sensitivity. We then focus on their potential roles in several lymphoma subtypes exemplified by recent studies and provide a glimpse of different features that can be analysed beyond ctDNA.
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Affiliation(s)
- Edward Poynton
- Centre for Haemato‐OncologyBarts Cancer Institute, Queen Mary University of LondonLondonUK
| | - Jessica Okosun
- Centre for Haemato‐OncologyBarts Cancer Institute, Queen Mary University of LondonLondonUK
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