1
|
Reina C, Šabanović B, Lazzari C, Gregorc V, Heeschen C. Unlocking the future of cancer diagnosis - promises and challenges of ctDNA-based liquid biopsies in non-small cell lung cancer. Transl Res 2024; 272:41-53. [PMID: 38838851 DOI: 10.1016/j.trsl.2024.05.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 04/29/2024] [Accepted: 05/30/2024] [Indexed: 06/07/2024]
Abstract
The advent of liquid biopsies has brought significant changes to the diagnosis and monitoring of non-small cell lung cancer (NSCLC), presenting both promise and challenges. Molecularly targeted drugs, capable of enhancing survival rates, are now available to around a quarter of NSCLC patients. However, to ensure their effectiveness, precision diagnosis is essential. Circulating tumor DNA (ctDNA) analysis as the most advanced liquid biopsy modality to date offers a non-invasive method for tracking genomic changes in NSCLC. The potential of ctDNA is particularly rooted in its ability to furnish comprehensive (epi-)genetic insights into the tumor, thereby aiding personalized treatment strategies. One of the key advantages of ctDNA-based liquid biopsies in NSCLC is their ability to capture tumor heterogeneity. This capability ensures a more precise depiction of the tumor's (epi-)genomic landscape compared to conventional tissue biopsies. Consequently, it facilitates the identification of (epi-)genetic alterations, enabling informed treatment decisions, disease progression monitoring, and early detection of resistance-causing mutations for timely therapeutic interventions. Here we review the current state-of-the-art in ctDNA-based liquid biopsy technologies for NSCLC, exploring their potential to revolutionize clinical practice. Key advancements in ctDNA detection methods, including PCR-based assays, next-generation sequencing (NGS), and digital PCR (dPCR), are discussed, along with their respective strengths and limitations. Additionally, the clinical utility of ctDNA analysis in guiding treatment decisions, monitoring treatment response, detecting minimal residual disease, and identifying emerging resistance mechanisms is examined. Liquid biopsy analysis bears the potential of transforming NSCLC management by enabling non-invasive monitoring of Minimal Residual Disease and providing early indicators for response to targeted treatments including immunotherapy. Furthermore, considerations regarding sample collection, processing, and data interpretation are highlighted as crucial factors influencing the reliability and reproducibility of ctDNA-based assays. Addressing these challenges will be essential for the widespread adoption of ctDNA-based liquid biopsies in routine clinical practice, ultimately paving the way toward personalized medicine and improved outcomes for patients with NSCLC.
Collapse
Affiliation(s)
- Chiara Reina
- Pancreatic Cancer Heterogeneity, Candiolo Cancer Institute FPO-IRCCS, Candiolo, Turin, Italy
| | - Berina Šabanović
- Pancreatic Cancer Heterogeneity, Candiolo Cancer Institute FPO-IRCCS, Candiolo, Turin, Italy
| | - Chiara Lazzari
- Department of Medical Oncology, Cancer Institute FPO-IRCCS, Candiolo, Turin, Italy
| | - Vanesa Gregorc
- Department of Medical Oncology, Cancer Institute FPO-IRCCS, Candiolo, Turin, Italy
| | - Christopher Heeschen
- Pancreatic Cancer Heterogeneity, Candiolo Cancer Institute FPO-IRCCS, Candiolo, Turin, Italy;.
| |
Collapse
|
2
|
M Saini V, Oner E, Ward MP, Hurley S, Henderson BD, Lewis F, Finn SP, Fitzmaurice GJ, O'Leary JJ, O'Toole S, O'Driscoll L, Gately K. A comparative study of circulating tumor cell isolation and enumeration technologies in lung cancer. Mol Oncol 2024. [PMID: 39105395 DOI: 10.1002/1878-0261.13705] [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: 02/05/2024] [Revised: 06/17/2024] [Accepted: 07/19/2024] [Indexed: 08/07/2024] Open
Abstract
Circulating tumor cells (CTCs) have potential as diagnostic, prognostic, and predictive biomarkers in solid tumors. Despite Food and Drug Administration (FDA) approval of CTC devices in various cancers, the rarity and heterogeneity of CTCs in lung cancer make them technically challenging to isolate and analyze, hindering their clinical integration. Establishing a consensus through comparative analysis of different CTC systems is warranted. This study aimed to evaluate seven different CTC enrichment methods across five technologies using a standardized spike-in protocol: the CellMag™ (EpCAM-dependent enrichment), EasySep™ and RosetteSep™ (blood cell depletion), and the Parsortix® PR1 and the new design Parsortix® Prototype (PP) (size- and deformability-based enrichment). The Parsortix® systems were also evaluated for any differences in recovery rates between cell harvest versus in-cassette staining. Healthy donor blood (5 mL) was spiked with 100 fluorescently labeled EpCAMhigh H1975 cells, processed through each system, and the isolation efficiency was calculated. The CellMag™ had the highest recovery rate (70 ± 14%), followed by Parsortix® PR1 in-cassette staining, while the EasySep™ had the lowest recovery (18 ± 8%). Additional spike-in experiments were performed with EpCAMmoderate A549 and EpCAMlow H1299 cells using the CellMag™ and Parsortix® PR1 in-cassette staining. The recovery rate of CellMag™ significantly reduced to 35 ± 14% with A549 cells and 1 ± 1% with H1299 cells. However, the Parsortix® PR1 in-cassette staining showed cell phenotype-independent and consistent recovery rates among all lung cancer cell lines: H1975 (49 ± 2%), A549 (47 ± 10%), and H1299 (52 ± 10%). Furthermore, we demonstrated that the Parsortix® PR1 in-cassette staining method is capable of isolating heterogeneous single CTCs and cell clusters from patient samples. The Parsortix® PR1 in-cassette staining, capable of isolating different phenotypes of CTCs as either single cells or cell clusters with consistent recovery rates, is considered optimal for CTC enrichment for lung cancer, albeit needing further optimization and validation.
Collapse
Affiliation(s)
- Volga M Saini
- Thoracic Oncology Research Group, Trinity Translational Medicine Institute, St James's Hospital, Dublin, Ireland
- Department of Clinical Medicine, School of Medicine, Trinity College Dublin, Ireland
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
| | - Ezgi Oner
- Thoracic Oncology Research Group, Trinity Translational Medicine Institute, St James's Hospital, Dublin, Ireland
- Department of Clinical Medicine, School of Medicine, Trinity College Dublin, Ireland
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
| | - Mark P Ward
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- Department of Obstetrics and Gynaecology, School of Medicine, Trinity College Dublin, Ireland
- Department of Histopathology and Morbid Anatomy, School of Medicine, Trinity College Dublin, Ireland
| | - Sinead Hurley
- Thoracic Oncology Research Group, Trinity Translational Medicine Institute, St James's Hospital, Dublin, Ireland
- Department of Clinical Medicine, School of Medicine, Trinity College Dublin, Ireland
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- Department of Obstetrics and Gynaecology, School of Medicine, Trinity College Dublin, Ireland
| | - Brian David Henderson
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- Department of Obstetrics and Gynaecology, School of Medicine, Trinity College Dublin, Ireland
- Department of Histopathology and Morbid Anatomy, School of Medicine, Trinity College Dublin, Ireland
| | - Faye Lewis
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- Department of Obstetrics and Gynaecology, School of Medicine, Trinity College Dublin, Ireland
- Department of Histopathology and Morbid Anatomy, School of Medicine, Trinity College Dublin, Ireland
| | - Stephen P Finn
- Thoracic Oncology Research Group, Trinity Translational Medicine Institute, St James's Hospital, Dublin, Ireland
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- Department of Histopathology and Morbid Anatomy, School of Medicine, Trinity College Dublin, Ireland
| | | | - John J O'Leary
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- Department of Histopathology and Morbid Anatomy, School of Medicine, Trinity College Dublin, Ireland
| | - Sharon O'Toole
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- Department of Obstetrics and Gynaecology, School of Medicine, Trinity College Dublin, Ireland
- Department of Histopathology and Morbid Anatomy, School of Medicine, Trinity College Dublin, Ireland
| | - Lorraine O'Driscoll
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Ireland
- Trinity Biomedical Sciences Institute, Trinity College Dublin, Ireland
| | - Kathy Gately
- Thoracic Oncology Research Group, Trinity Translational Medicine Institute, St James's Hospital, Dublin, Ireland
- Department of Clinical Medicine, School of Medicine, Trinity College Dublin, Ireland
- Trinity St. James's Cancer Institute, Trinity College Dublin, Ireland
| |
Collapse
|
3
|
Niu C, Zhang J, Fang Y, Wang X, Tang Y, Dong L. Development of a nine-variant reference material panel to standardize cell-free DNA detection. Anal Bioanal Chem 2024; 416:4123-4130. [PMID: 38782781 DOI: 10.1007/s00216-024-05336-3] [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: 03/26/2024] [Revised: 05/10/2024] [Accepted: 05/13/2024] [Indexed: 05/25/2024]
Abstract
Detection of specific gene mutations in cell-free DNA (cfDNA) serves as a valuable cancer biomarker and is increasingly being explored as an appealing alternative to tissue-based methods. However, the lack of available reference materials poses challenges in accurately evaluating the performance of different assays. In this study, we present the development of a comprehensive reference material panel for cfDNA detection, encompassing nine hotspot mutations in KRAS/BRAF/EGFR/PIK3CA at three variant allele frequencies (VAFs), ranging from 0.33 to 23.9%. To mimic cfDNA, these reference materials were generated by enzymatically digesting cell-line DNA into approximately 154-bp to 173-bp fragments using a laboratory-developed reaction system. The VAFs for each variation were precisely determined through validated digital PCR assays with high accuracy. Furthermore, the reliability and applicability of this panel were confirmed through two independent NGS assays, yielding concordant results. Collectively, our findings suggest that this novel reference material panel holds great potential for validation, evaluation, and quality control processes associated with liquid biopsy assays.
Collapse
Affiliation(s)
- Chunyan Niu
- Center for Advanced Measurement Science, National Institute of Metrology, Beijing, 100013, China
| | - Jiejie Zhang
- Center for Advanced Measurement Science, National Institute of Metrology, Beijing, 100013, China
- College of Food Sciences and Technology, Shanghai Ocean University, Shanghai, 201306, China
| | - Yan Fang
- Center for Advanced Measurement Science, National Institute of Metrology, Beijing, 100013, China
- College of Food Sciences and Technology, Shanghai Ocean University, Shanghai, 201306, China
| | - Xia Wang
- Center for Advanced Measurement Science, National Institute of Metrology, Beijing, 100013, China
| | - Yanru Tang
- Center for Advanced Measurement Science, National Institute of Metrology, Beijing, 100013, China
- College of Food Sciences and Technology, Shanghai Ocean University, Shanghai, 201306, China
| | - Lianhua Dong
- Center for Advanced Measurement Science, National Institute of Metrology, Beijing, 100013, China.
| |
Collapse
|
4
|
Malapelle U, Passiglia F, Pepe F, Pisapia P, Lucia Reale M, Cortinovis D, Fraggetta F, Galetta D, Garbo E, Graziano P, Pagni F, Pasello G, Piovano P, Pilotto S, Tiseo M, Genova C, Righi L, Troncone G, Novello S. The biomarkers ATLAS: An audit on 1100 non-small cell lung cancer from an Italian knowledge-based database. Lung Cancer 2024; 191:107787. [PMID: 38593479 DOI: 10.1016/j.lungcan.2024.107787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 03/12/2024] [Accepted: 04/04/2024] [Indexed: 04/11/2024]
Abstract
AIMS To date, precision medicine has revolutionized the clinical management of Non-Small Cell Lung Cancer (NSCLC). International societies approved a rapidly improved mandatory testing biomarkers panel for the clinical stratification of NSCLC patients, but harmonized procedures are required to optimize the diagnostic workflow. In this context a knowledge-based database (Biomarkers ATLAS, https://biomarkersatlas.com/) was developed by a supervising group of expert pathologists and thoracic oncologists collecting updated clinical and molecular records from about 80 referral Italian institutions. Here, we audit molecular and clinical data from n = 1100 NSCLC patients collected from January 2019 to December 2020. METHODS Clinical and molecular records from NSCLC patients were retrospectively collected from the two coordinating institutions (University of Turin and University of Naples). Molecular biomarkers (KRAS, EGFR, BRAF, ROS1, ALK, RET, NTRK, MET) and clinical data (sex, age, histological type, smoker status, PD-L1 expression, therapy) were collected and harmonized. RESULTS Clinical and molecular data from 1100 (n = 552 mutated and n = 548 wild-type) NSCLC patients were systematized and annotated in the ATLAS knowledge-database. Molecular records from biomarkers testing were matched with main patients' clinical variables. CONCLUSIONS Biomarkers ATLAS (https://biomarkersatlas.com/) represents a unique, easily managing, and reliable diagnostic tool aiming to integrate clinical records with molecular alterations of NSCLC patients in the real-word Italian scenario.
Collapse
Affiliation(s)
- Umberto Malapelle
- Department of Public Health, Federico II University of Naples, Via S. Pansini, 5, 80131 Naples, Italy
| | - Francesco Passiglia
- Department of Oncology, University of Turin, San Luigi Hospital, Orbassano, Turin, Italy
| | - Francesco Pepe
- Department of Public Health, Federico II University of Naples, Via S. Pansini, 5, 80131 Naples, Italy
| | - Pasquale Pisapia
- Department of Public Health, Federico II University of Naples, Via S. Pansini, 5, 80131 Naples, Italy
| | | | - Diego Cortinovis
- Medical Oncology, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
| | | | - Domenico Galetta
- Medical Thoracic Oncology Unit, IRCCS Istituto Tumori "Giovanni Paolo II", Bari, Italy
| | - Edoardo Garbo
- Department of Oncology, University of Turin, San Luigi Hospital, Orbassano, Turin, Italy
| | - Paolo Graziano
- Unit of Pathology, Scientific Institute for Research and Health Care (IRCCS) "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| | - Fabio Pagni
- Department of Medicine and Surgery, Pathology, University Milan Bicocca, Fondazione IRCCS San Gerardo, Monza, Italy
| | - Giulia Pasello
- Medical Oncology 2, Veneto Institute of Oncology (IOV) IRCCS, Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy
| | - Pierluigi Piovano
- SC Oncologia, Ospedale Ss. Antonio e Biagio e C. Arrigo, Alessandria, Italy
| | - Sara Pilotto
- Section of Innovation Biomedicine - Oncology Area, Department of Engineering for Innovation Medicine (DIMI), University of Verona and University and Hospital Trust (AOUI) of Verona, Italy
| | - Marcello Tiseo
- Department of Medicine and Surgery, University of Parma and Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Carlo Genova
- UOC Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova. Italy; Dipartimento di Medicina Interna e Specialità Mediche (DIMI), Università degli Studi di Genova, Italy
| | - Luisella Righi
- Department of Oncology, University of Turin, San Luigi Hospital, Orbassano, Turin, Italy
| | - Giancarlo Troncone
- Department of Public Health, Federico II University of Naples, Via S. Pansini, 5, 80131 Naples, Italy
| | - Silvia Novello
- Department of Oncology, University of Turin, San Luigi Hospital, Orbassano, Turin, Italy.
| |
Collapse
|
5
|
Shbeer AM, Robadi IA. liquid biopsy holds a promising approach for the early detection of cancer: Current information and future perspectives. Pathol Res Pract 2024; 254:155082. [PMID: 38246032 DOI: 10.1016/j.prp.2023.155082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 12/24/2023] [Accepted: 12/30/2023] [Indexed: 01/23/2024]
Abstract
Cancer is becoming a global pandemic, and its occurrence is increasing rapidly, putting a strain on people's families, health systems, and finances, in addition to their physical, mental, and emotional well-being. Many cancer types lack screening programs, and many people at high risk of developing cancer do not follow recommended medical screening regimens because of the nature of currently available screening tests and other compliance issues, despite cancer being the second leading cause of death worldwide. Furthermore, a lot of liquid biopsy methods for early cancer screening are not sensitive enough to catch cancer early. Cancer treatment costs increase with the time it takes to diagnose the disease; therefore, early detection is essential to enhance the quality of life and survival rates. The current status of the liquid biopsy sector is examined in this paper.
Collapse
Affiliation(s)
- Abdullah M Shbeer
- Department of Surgery, Faculty of Medicine, Jazan University, Jazan, Saudi Arabia.
| | - Ibrahim Ahmed Robadi
- Department of Pathology, Faculty of Medicine, Jazan University, Jazan, Saudi Arabia.
| |
Collapse
|