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Aredo JV, Jamali A, Zhu J, Heater N, Wakelee HA, Vaklavas C, Anagnostou V, Lu J. Liquid Biopsy Approaches for Cancer Characterization, Residual Disease Detection, and Therapy Monitoring. Am Soc Clin Oncol Educ Book 2025; 45:e481114. [PMID: 40305739 DOI: 10.1200/edbk-25-481114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2025]
Abstract
Liquid biopsy encompasses a variety of molecular approaches to detect circulating tumor DNA (ctDNA) and has become a powerful tool in the diagnosis and treatment of solid tumors. Current applications include comprehensive genomic profiling for identifying targetable mutations and therapeutic resistance mechanisms, with emerging applications in minimal residual disease detection and treatment response monitoring. Increasingly, the potential for liquid biopsy in guiding treatment decisions is under active investigation through prospective clinical trials using ctDNA-adaptive interventions in patients with early-stage and metastatic cancers. Limitations arise on the basis of the sensitivity and feasibility of individual liquid biopsy assays; nonetheless, emerging technologies set the stage for improving these shortcomings. As the global oncology community continues to ascertain the clinical value of liquid biopsy across the continuum of patient care, this minimally invasive approach heralds a significant advancement in the promise of precision oncology.
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Affiliation(s)
- Jacqueline V Aredo
- Division of Oncology, Department of Medicine, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
| | - Amna Jamali
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD
- The Johns Hopkins Molecular Tumor Board, Johns Hopkins School of Medicine, Baltimore, MD
| | - Jessica Zhu
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Natalie Heater
- Division of Hematology and Oncology, Department of Medicine, Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Heather A Wakelee
- Division of Oncology, Department of Medicine, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
| | | | - Valsamo Anagnostou
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD
- The Johns Hopkins Molecular Tumor Board, Johns Hopkins School of Medicine, Baltimore, MD
- Lung Cancer Precision Medicine Center of Excellence, Johns Hopkins University School of Medicine, Baltimore, MD
- The Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Janice Lu
- Division of Hematology and Oncology, Department of Medicine, Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL
- Circulating Tumor Cell (CTC) Core Facility, Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL
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2
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Jacobsen CM, Matos do Canto L, Kahns S, Hansen TF, Andersen RF. What the Clinician Needs to Know About Laboratory Analyses of Circulating Tumor DNA. Clin Colorectal Cancer 2025; 24:109-119. [PMID: 39956753 DOI: 10.1016/j.clcc.2025.01.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 12/02/2024] [Accepted: 01/20/2025] [Indexed: 02/18/2025]
Abstract
Liquid biopsies offer the possibility to evaluate cancer patients using noninvasive approaches. Circulating cell-free DNA (ccfDNA) is 1 of the most used and promising sources. Detecting tumor DNA among ccfDNA (ctDNA) can be used for early cancer detection, treatment response assessment, prognosis, and predictive evaluations. Providing analyses that can increase the quality of patient treatment is very much a joint effort between laboratory scientists and clinicians. With its use approaching clinical practice, it is important for clinicians to be familiar with the basic concepts and analyses behind ctDNA results in a similar way as laboratory scientists should have knowledge of the clinical needs to provide relevant analyses. In this Perspective, we describe the whole process of ctDNA analyses, from the preanalytical standards to reporting/analyzing results, and highlight some important factors that need to be addressed in the process of implementing them to clinical practice.
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Affiliation(s)
- Cecilie Mondrup Jacobsen
- Department of Biochemistry and Immunology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark; Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark
| | - Luisa Matos do Canto
- Department of Biochemistry and Immunology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark; Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark
| | - Søren Kahns
- Department of Biochemistry and Immunology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark
| | - Torben Frøstrup Hansen
- Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark; Department of Regional Health Research, University of Southern Denmark, Odense C, Denmark
| | - Rikke Fredslund Andersen
- Department of Biochemistry and Immunology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark; Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark.
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3
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Cooper WA, Amanuel B, Cooper C, Fox SB, Graftdyk JWA, Jessup P, Klebe S, Lam WS, Leong TYM, Lwin Z, Roberts-Thomson R, Solomon BJ, Tay RY, Trowman R, Wale JL, Pavlakis N. Molecular testing of lung cancer in Australia: consensus best practice recommendations from the Royal College of Pathologists of Australasia in collaboration with the Thoracic Oncology Group of Australasia. Pathology 2025; 57:425-436. [PMID: 40102144 DOI: 10.1016/j.pathol.2025.02.001] [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: 12/18/2024] [Revised: 02/07/2025] [Accepted: 02/09/2025] [Indexed: 03/20/2025]
Abstract
Molecular testing plays a critical role in guiding optimal treatment decisions for lung cancer patients across a variety of clinical settings. While guidelines for biomarker testing exist in other jurisdictions, to date no best practice guidelines have been developed for the Australian setting. To address this need, the Royal College of Pathologists of Australasia collaborated with the Thoracic Oncology Group of Australasia to identify state-based pathologists, oncologists and consumer representatives to develop consensus best practice recommendations. Sixteen recommendations were established encompassing appropriate biomarkers, lung cancer subtype, tumour stage, specimen types, assay selection and quality assurance protocols that can inform and standardise best practice in molecular testing of lung cancer. These multidisciplinary evidence-based recommendations are designed to standardise and enhance molecular testing practices for lung cancers and should help ensure laboratories provide high-quality molecular testing of lung cancer for all Australians, including those from regional or remote communities.
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Affiliation(s)
- Wendy A Cooper
- Department of Tissue Pathology and Diagnostic Oncology, NSW Health Pathology, Royal Prince Alfred Hospital, Sydney, NSW, Australia; Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia; School of Medicine, Western Sydney University, Sydney, NSW, Australia.
| | - Benhur Amanuel
- Anatomical Pathology, PathWest, WA, Australia; School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia; School of Pathology and Laboratory Medicine, University of Western Australia, Crawley, WA, Australia
| | - Caroline Cooper
- Anatomical Pathology, Pathology Queensland, Princess Alexandra Hospital, Woolloongabba, Qld, Australia; Faculty of Medicine, The University of Queensland, St Lucia, Qld, Australia
| | - Stephen B Fox
- Pathology, Peter MacCallum Cancer Centre, Parkville, Melbourne, Vic, Australia; Sir Peter MacCallum Department of Oncology and the Collaborative Centre for Genomic Cancer Medicine, University of Melbourne, Parkville, Vic, Australia
| | | | - Peter Jessup
- Anatomical Pathology, Royal Hobart Hospital, Hobart, Tas, Australia
| | - Sonja Klebe
- Anatomical Pathology, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia; SA Pathology, Adelaide, SA, Australia
| | - Wei-Sen Lam
- Department of Medical Oncology, Fiona Stanley Hospital, Perth, WA, Australia; WA Regional Clinical Trial Coordinating Centre, WA Country Health Service, WA, Australia
| | - Trishe Y-M Leong
- Anatomical Pathology, Melbourne Pathology, Sonic Healthcare, Melbourne, Vic, Australia; Department of Clinical Pathology, University of Melbourne, Melbourne, Vic, Australia
| | - Zarnie Lwin
- Cancer Care Services, Royal Brisbane and Women's Hospital, Herston, Qld, Australia; The Prince Charles Hospital, University of Queensland, Chermside, Qld, Australia
| | | | - Benjamin J Solomon
- Sir Peter MacCallum Department of Oncology and the Collaborative Centre for Genomic Cancer Medicine, University of Melbourne, Parkville, Vic, Australia; Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Vic, Australia
| | - Rebecca Y Tay
- Department of Medical Oncology, Royal Hobart Hospital. Hobart, Tas, Australia
| | - Rebecca Trowman
- Independent Health Technology Assessment Specialist, Perth, WA, Australia
| | - Janney L Wale
- Independent Consumer Advocate, Melbourne, Vic, Australia; Chair of the RCPA Community Advisory Committee, Sydney, NSW, Australia
| | - Nick Pavlakis
- Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia; Department of Medical Oncology, Royal North Shore Hospital, St Leonards, NSW, Australia; The Thoracic Oncology Group of Australasia, Thornbury, Vic, Australia
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4
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Lin G, Li J, Zhang K. Multiple CRISPR zones-driven ultrasensitive detection of DNA via CRISPR-Cas12a and ligation-rolling circle amplification. Talanta 2025; 295:128336. [PMID: 40393239 DOI: 10.1016/j.talanta.2025.128336] [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: 03/21/2025] [Revised: 05/09/2025] [Accepted: 05/14/2025] [Indexed: 05/22/2025]
Abstract
The ability to detect specific DNA, including single nucleotide variants (SNVs), with high sensitivity is essential for advancing genetic research, diagnostics, and personalized medicine. This study presents a novel method for ultrasensitive DNA detection, combining ligation-rolling circle amplification (L-RCA) with CRISPR-Cas12a. While L-RCA systems have been widely used for nucleic acid detection, the sensitivity of conventional L-RCA generally reaches approximately 100 pM. Here, we demonstrate that the sensitivity of RCA-Cas12a systems can be markedly enhanced by incorporating multiple CRISPR target regions into the padlock probe. This method achieves remarkable sensitivity, detecting DNA at concentrations as low as 1 aM (6 copies per reaction), and is capable of identifying single nucleotide variants (SNVs) with allele fractions as low as 1 %. Unlike many current complex RCA-Cas12a strategies, this approach is simple and does not require advanced labeling or instrumentation, making it a promising tool for ultrasensitive DNA detection in various applications.
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Affiliation(s)
- Guigao Lin
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/ National Center of Gerontology, PR China; Graduate School, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, PR China.
| | - Jing Li
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/ National Center of Gerontology, PR China; Graduate School, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
| | - Kuo Zhang
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/ National Center of Gerontology, PR China; Graduate School, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, PR China
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5
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Perachino M, Ortiz C, Carmona J, Saura C, Vivancos A. Expanding screening through the use of liquid biopsy for early cancer detection. COMMUNICATIONS MEDICINE 2025; 5:167. [PMID: 40348826 PMCID: PMC12065791 DOI: 10.1038/s43856-025-00885-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Accepted: 04/25/2025] [Indexed: 05/14/2025] Open
Abstract
Perachino et al. discuss screening through the use of liquid biopsy for early cancer detection. They emphasize the need for exceptionally high sensitivity and specificity when implementing such programs in the general population.
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Affiliation(s)
| | | | | | - Cristina Saura
- Vall d'Hebron Institute of Oncology, Barcelona, Spain.
- Vall d'Hebron University Hospital, Barcelona, Spain.
| | - Ana Vivancos
- Vall d'Hebron Institute of Oncology, Barcelona, Spain
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Ardito R, Arpino G, Caputo R, Ciccarese M, De Placido S, Giotta F, Iommelli R, Nica M, Orditura M, Russo D, Stucci LS, Zito FA. Multidisciplinary discussion on phenotypical characterization of metastatic breast cancer and patient pathway optimization from an expert panel across South Italian regions. Sci Rep 2025; 15:16029. [PMID: 40341547 PMCID: PMC12062358 DOI: 10.1038/s41598-025-97071-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Accepted: 04/02/2025] [Indexed: 05/10/2025] Open
Abstract
Breast cancer (BC) might change its receptor status during malignant progression, resulting in challenging clinical care. The project, developed during two residential meetings by expert Italian oncologists and pathologists, was aimed at optimizing metastatic BC management. A 17-point survey was administered to healthcare workers in centers of three regions, essentially to assess the perception of metastasis biopsy on treatment choice in different BC molecular subtypes, the appropriate timing for performing tissue and liquid biopsy in metastatic BC, the selection of target genes and the use of multidisciplinary approaches in tumour management. Nineteen centers participated in the survey. The first important finding was that most centers manage more than 150 patients yearly, and 95% have a pathology department. Some questions received a substantial agreement: tissue biopsy of metastatic BC was largely considered as mandatory, generally performed at onset of metastatic disease. Liquid biopsy is not used by all centers, confirming its strict dependency on the available technologies. The answers on the therapeutic line change in case of HER2 + disease becoming triple negative confirmed an attitude consistent with clinical practice. The survey also revealed that half of the interviewed oncologists discuss with multidisciplinary team only for selected cases. The survey revealed that while a shared consensus exists on the importance of metastasis biopsy, some areas still deserve attention to achieve standardized approaches: interdisciplinary collaboration and more effective communication between specialists and patients are necessary to optimize the diagnostic and therapeutic journey of women with metastatic BC.
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Affiliation(s)
- Raffaele Ardito
- Oncological Day Hospital, IRCCS Centro di Riferimento Oncologico della Basilicata (CROB), Rionero in Vulture, PZ, Italy
| | - Grazia Arpino
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", Corso Umberto I, 40, 80138, Naples, Italy.
| | - Roberta Caputo
- Department of Breast and Thoracic Oncology, Istituto Nazionale Tumori-IRCCS-"Fondazione G. Pascale", Naples, Italy
| | | | - Sabino De Placido
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", Corso Umberto I, 40, 80138, Naples, Italy
| | | | - Rosamaria Iommelli
- U.O.C. Formazione, Ricerca e Cooperazione Internazionale, Antonio Cardarelli Hospital, Naples, Italy
| | - Mihaela Nica
- Specialist in Infectious Diseases, Naples, Italy
| | - Michele Orditura
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy
- UOC Medical Oncology, A.O.R.N. Sant'Anna e San Sebastiano, Caserta, Italy
| | - Daniela Russo
- Department of Advanced Biomedical Sciences, Section of Pathological Anatomy, University of Naples 'Federico II', Naples, Italy
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7
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Beylergil V, Collins L, Schwartz LH, Eche T, Zhao B, Champiat S, Carvajal R, Abedin SE, Dercle L. Radiomic markers associated with clinical benefit in patients with radiographic progression of advanced uveal melanoma on tebentafusp. Eur J Cancer 2025; 220:115386. [PMID: 40174442 DOI: 10.1016/j.ejca.2025.115386] [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: 03/05/2025] [Accepted: 03/19/2025] [Indexed: 04/04/2025]
Abstract
STUDY AIM Tebentafusp, a bispecific fusion protein consisting of affinity-enhanced T cell receptor fused to anti-CD3 effector, has shown overall survival (OS) benefits across all RECIST response categories, including progressive disease (PD). In a phase 2 trial (NCT02570308) for advanced uveal melanoma (mUM), 35 % of PD patients experienced ≥ 0.5 log ctDNA reduction, resulting in a median overall survival (OS) of ∼17 months, compared to ∼8 months in the non-ctDNA reduction group. METHODS A total of 34 of 127 2L+ mUM patients with PD were split into two groups based on absence or presence of ctDNA reduction (≥0.5 log reduction). Lesions from CT and MRI scans were analyzed using radiomics features at baseline and week eight, yielding two machine-learning-derived patient signatures (16 features). Performance of per-patient analysis (n = 32) and per-lesion analysis (n = 148) was assessed using ROC AUC (95 % confidence interval [CI]). RESULTS In the per-patient analysis, a volumetric signature classified patients into groups with ROC AUC of 0.71 [0.53-0.90] with 63 % specificity and 81 % sensitivity at the optimal threshold (0.57). In the per-lesion analysis, a radiomic signature reached an ROC AUC of 0.70 [0.58-0.81] with 66 % specificity and 74 % sensitivity at the optimal threshold (0.53). Group B had lower baseline tumor lesion volume (ROC AUC=0.65), distinct baseline (ROC AUC=0.66), and change by week eight (ROC AUC=0.66/0.69 on CT/MRI) in tumor heterogeneity. CONCLUSION Radiomic analysis accurately predicted ctDNA reduction in PD patients at both the patient and lesion level. The most influential predictor was decreased tumor heterogeneity observed on CT/MRI.
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Affiliation(s)
- Volkan Beylergil
- Department of Radiology, Columbia University Medical Center/NewYork-Presbyterian Hospital, 161 Fort Washington Avenue, New York, NY 10032, USA
| | - Laura Collins
- Immunocore, 92 Park Drive, Milton Park, Abingdon, Oxfordshire OX14 4RY, United Kingdom
| | - Lawrence H Schwartz
- Department of Radiology, Columbia University Medical Center/NewYork-Presbyterian Hospital, 161 Fort Washington Avenue, New York, NY 10032, USA
| | - Thomas Eche
- Department of Radiology, Columbia University Medical Center/NewYork-Presbyterian Hospital, 161 Fort Washington Avenue, New York, NY 10032, USA
| | - Binsheng Zhao
- Department of Radiology, Columbia University Medical Center/NewYork-Presbyterian Hospital, 161 Fort Washington Avenue, New York, NY 10032, USA
| | - Stephane Champiat
- Gustave Roussy, Département d'Innovation Thérapeutique et d'Essais Précoces (DITEP), 114 Rue Edouard Vaillant, Villejuif 94805, France
| | - Richard Carvajal
- Department of Radiology, Columbia University Medical Center/NewYork-Presbyterian Hospital, 161 Fort Washington Avenue, New York, NY 10032, USA
| | - Shaad E Abedin
- Immunocore, 9801 Washingtonian Boulevard, Suite 800, Gaithersburg, MD 20878, USA
| | - Laurent Dercle
- Department of Radiology, Columbia University Medical Center/NewYork-Presbyterian Hospital, 161 Fort Washington Avenue, New York, NY 10032, USA.
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Kawashima M, Yamada T, Miyasaka T, Kanaka S, Kuriyama S, Uehara K, Matsuda A, Ohta R, Sonoda H, Taniai N, Yoshida H. Impact of Minimal Residual Disease on Early Recurrence of Liver Metastatic Colorectal Cancer. Cancer Sci 2025; 116:1366-1374. [PMID: 40059633 PMCID: PMC12044645 DOI: 10.1111/cas.16442] [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: 07/03/2024] [Revised: 12/09/2024] [Accepted: 12/18/2024] [Indexed: 05/02/2025] Open
Abstract
For patients with resectable colorectal liver metastases (CRLM), the efficacy of adjuvant chemotherapy remains a subject of debate. Several studies have concluded that postoperative circulating tumor DNA (ctDNA) is a marker of minimal residual disease (MRD) and is a useful prognostic factor in patients with nonmetastatic colorectal cancer. However, few studies have explored its application in cases involving metastases. This was an observational study that included CRLM patients who underwent primary and liver tumor resection. By examining targeted sequencing of 50 genes commonly mutated in CRC, we identified at least one somatic mutation in each patient's metastatic liver tumor. Blood samples were obtained before and 1-month after surgery. Fifty-three patients were included, and recurrence was diagnosed in 39 patients. Of those, 13 patients experienced early relapse. ctDNA was detected in 45 patients before surgery and 11 after. All MRD-positive patients experienced recurrence. Among them, nine had early recurrence. MRD-positive patients had poorer recurrence free survival (RFS, p < 0.0001) and overall survival (OS, p < 0.0005). Nine of 13 patients with early recurrence had MRD; however, two of 40 patients without early recurrence also had MRD (p < 0.0001). Among 42 MRD-negative patients, adjuvant chemotherapy had no impact of RFS (p = 0.84) or OS (p = 0.54). MRD proved valuable in predicting the risk of postoperative recurrence in patients with CRLM, particularly because MRD positivity emerged as a significant risk factor for early recurrence. Furthermore, it appears that adjuvant chemotherapy may not effectively improve the prognosis for MRD-negative patients.
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Affiliation(s)
- Mampei Kawashima
- Department of Gastroenterological SurgeryNippon Medical SchoolTokyoJapan
| | - Takeshi Yamada
- Department of Gastroenterological SurgeryNippon Medical SchoolTokyoJapan
| | | | - Shintaro Kanaka
- Department of Gastroenterological SurgeryNippon Medical SchoolTokyoJapan
| | - Sho Kuriyama
- Department of Gastroenterological SurgeryNippon Medical SchoolTokyoJapan
| | - Kay Uehara
- Department of Gastroenterological SurgeryNippon Medical SchoolTokyoJapan
| | - Akihisa Matsuda
- Department of Gastroenterological SurgeryNippon Medical SchoolTokyoJapan
| | - Ryo Ohta
- Department of Gastroenterological SurgeryNippon Medical SchoolTokyoJapan
| | - Hiromichi Sonoda
- Department of Gastroenterological SurgeryNippon Medical SchoolTokyoJapan
| | - Nobuhiko Taniai
- Department of Gastroenterological SurgeryNippon Medical SchoolTokyoJapan
| | - Hiroshi Yoshida
- Department of Gastroenterological SurgeryNippon Medical SchoolTokyoJapan
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9
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Ernst SM, Aldea M, von der Thüsen JH, de Langen AJ, Smit EF, Paats MS, Aerts JGJV, Mezquita L, Popat S, Besse B, Remon J, Rolfo C, Dubbink HJ, Dingemans AMC. Utilizing ctDNA to discover mechanisms of resistance to targeted therapies in patients with metastatic NSCLC: towards more informative trials. Nat Rev Clin Oncol 2025; 22:371-378. [PMID: 40087401 DOI: 10.1038/s41571-025-01011-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/27/2025] [Indexed: 03/17/2025]
Abstract
Advances in targeted therapies for patients with non-small-cell lung cancer have substantially improved the outcomes of those with actionable alterations in certain oncogenic driver genes. However, acquired resistance to these targeted therapies remains a major challenge. Understanding the mechanisms underlying acquired resistance will be crucial for the development of strategies that might either overcome this effect or delay the onset. Circulating tumour DNA, owing to the need for only minimally invasive sampling and a potential role as both a prognostic and predictive biomarker, is increasingly being used in both research and clinical practice. Several studies have explored the landscape of acquired resistance to targeted therapies using this approach. However, the methodologies of the published studies vary widely, and several major challenges remain in addressing the practical difficulties associated with these methods. These challenges currently limit the depth of research insight provided by the available data. In this Perspective, we review clinical reports describing the use of circulating tumour DNA to detect mechanisms of acquired resistance to targeted therapies, predominantly in patients with advanced-stage non-small-cell lung cancer, and highlight key unresolved questions with the aim of moving towards more-informative research studies.
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Affiliation(s)
- Sophie M Ernst
- Department of Respiratory Medicine, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands
| | - Mihaela Aldea
- Department of Cancer Medicine, Gustave Roussy, Villejuif, France
- Paris-Saclay University, Kremlin Bicetre, France
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Jan H von der Thüsen
- Department of Pathology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Adrianus J de Langen
- Department of Thoracic Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Egbert F Smit
- Department of Respiratory Medicine, Leiden University Medical Center, Leiden, The Netherlands
| | - Marthe S Paats
- Department of Respiratory Medicine, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands
| | - Joachim G J V Aerts
- Department of Respiratory Medicine, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands
| | - Laura Mezquita
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Laboratory of Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
| | - Sanjay Popat
- Lung Unit, Royal Marsden Hospital NHS Foundation Trust, London, UK
| | - Benjamin Besse
- Department of Cancer Medicine, Gustave Roussy, Villejuif, France
- Paris-Saclay University, Kremlin Bicetre, France
| | - Jordi Remon
- Department of Cancer Medicine, Gustave Roussy, Villejuif, France
| | - Christian Rolfo
- The Arthur G. James Comprehensive Cancer Center, Ohio State University, Columbus, OH, USA
| | - Hendrikus J Dubbink
- Department of Pathology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Anne-Marie C Dingemans
- Department of Respiratory Medicine, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands.
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10
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Yuan M, Feng W, Ding H, Yang Y, Xu XS. Discovery of mutations predictive of survival benefit from immunotherapy in first-line NSCLC: A retrospective machine learning study of IMpower150 liquid biopsy data. Comput Biol Med 2025; 189:109964. [PMID: 40043417 DOI: 10.1016/j.compbiomed.2025.109964] [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: 01/30/2025] [Revised: 02/24/2025] [Accepted: 02/28/2025] [Indexed: 04/01/2025]
Abstract
Predictive biomarker identification in cancer treatment has traditionally relied on pre-defined analyses, limiting discoveries to expected biomarkers and potentially overlooking novel ones predictive of therapy response. In this work, we develop a novel machine-learning approach capable of exploring full landscape of mutations and combinations and identify potentially new predictive biomarkers for chemoimmunotherapy. Utilizing the liquid biopsy dataset from 313 non-small cell lung cancer (NSCLC) patients in the Phase 3 Impower150 trial (NCT02366143), we developed the HRdiffRF algorithm with a novel hazard ratio-splitting criterion. Predictive mutations and combinations were identified for overall survival (OS) improvement with atezolizumab plus bevacizumab plus carboplatin and paclitaxel (ABCP) compared to bevacizumab plus carboplatin and paclitaxel (BCP). Our analysis confirms the predictive role of KRAS mutations and reveals the predictive value of PTPRD and SMARCA4 mutations in chemoimmunotherapy efficacy. Unlike other KRAS wild-type NSCLC patients, NSCLC patients with KRAS wild-type status and mutations in FAT1, ERBB2, or PTPRD may benefit from chemoimmunotherapy, while NTRK3 and GNAS mutations could negatively impact survival. Patients harboring concurrent KRAS and KEAP1 mutations may not benefit from chemoimmunotherapy. These findings highlight the complex genetic factors influencing treatment response for chemoimmunotherapy in NSCLC. In summary, the proposed machine-learning tool identified potential predictive biomarkers for first-line chemoimmunotherapy in NSCLC and can be readily applied to other tumor types and studies. It can also be extended to explore predictive biomarkers beyond mutations.
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Affiliation(s)
- Min Yuan
- Department of Health Data Science, Anhui Medical University, Hefei, Anhui, 230032, China
| | - Wei Feng
- Department of Statistics and Finance, School of Management, University of Science and Technology of China, China
| | - Haolun Ding
- Department of Statistics and Finance, School of Management, University of Science and Technology of China, China
| | - Yaning Yang
- Department of Statistics and Finance, School of Management, University of Science and Technology of China, China
| | - Xu Steven Xu
- Clinical Pharmacology and Quantitative Science, Genmab Inc., Princeton, NJ, USA.
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11
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Swarup N, Leung HY, Choi I, Aziz MA, Cheng JC, Wong DTW. Cell-Free DNA: Features and Attributes Shaping the Next Frontier in Liquid Biopsy. Mol Diagn Ther 2025; 29:277-290. [PMID: 40237938 PMCID: PMC12062165 DOI: 10.1007/s40291-025-00773-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/16/2025] [Indexed: 04/18/2025]
Abstract
Cell-free DNA (cfDNA) is changing the face of liquid biopsy as a minimally invasive tool for disease detection and monitoring, with its main applications in oncology and prenatal testing, and rising roles in transplant patient monitoring. However, the processes of cfDNA biogenesis, fragmentation, and clearance are complex and require further investigation. Evidence suggests that cfDNA production relates to mechanisms of cell death and DNA repair, both of which further influence fragment size and its applicability as a biomarker. An emerging domain, cfDNA fragmentomics is being explored for advancing the field of diagnostics using non-mutational signatures such as fragment size ratios and methylation patterns. Thus, this review examines structural diversity in cfDNA with various fragment sizes. In examining these cfDNA subsets, we discuss their distinct biological origins and potential clinical utility. Development of sequencing methodologies has broadened the application of cfDNA in diagnosing cancers and organ-specific pathologies, as well as directing personalized therapies. This has been achieved by identifying and uncovering different subsets of cfDNA in biofluids using different methodologies and biofluids. Different cfDNA subsets provide important insights regarding genomic and epigenetic features, enhancing the understanding of gene regulation, tissue-specific functions, and disease progression. Advancement of these key areas further asserts increasing clinical relevance for the use of cfDNA as a biomarker. Continued exploration of cfDNA subsets is expected to drive further innovation in liquid biopsy and its integration into routine clinical practice.
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Affiliation(s)
- Neeti Swarup
- School of Dentistry, University of California, Los Angeles, Los Angeles, CA, USA
| | - Ho Yeung Leung
- School of Dentistry, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA
| | - Irene Choi
- School of Dentistry, University of California, Los Angeles, Los Angeles, CA, USA
| | - Mohammad Arshad Aziz
- School of Dentistry, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jordan C Cheng
- School of Dentistry, University of California, Los Angeles, Los Angeles, CA, USA
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
| | - David T W Wong
- School of Dentistry, University of California, Los Angeles, Los Angeles, CA, USA.
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12
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de Scordilli M, Bortolot M, Torresan S, Noto C, Rota S, Di Nardo P, Fumagalli A, Guardascione M, Ongaro E, Foltran L, Puglisi F. Precision oncology in biliary tract cancer: the emerging role of liquid biopsy. ESMO Open 2025; 10:105079. [PMID: 40311184 PMCID: PMC12084404 DOI: 10.1016/j.esmoop.2025.105079] [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: 12/29/2024] [Revised: 03/01/2025] [Accepted: 04/04/2025] [Indexed: 05/03/2025] Open
Abstract
Liquid biopsy has already proven effective in aiding diagnosis, risk stratification and treatment personalization in several malignancies, and it could represent a practice-changing tool also in biliary tract cancer, even though clinical applications are currently still limited. It is promising for early diagnosis, especially in high-risk populations, and several studies on circulating free DNA (cfDNA), circulating tumour cells and differential microRNA (miRNA) profiles in this setting are ongoing. Circulating tumour DNA (ctDNA) also appears as a feasible noninvasive biomarker in the curative setting, in detecting minimal residual disease after resection and in monitoring disease recurrence. As of today, it can be particularly valuable in biliary tract cancer for genomic profiling, with a good concordance with tissue samples for most molecular alterations. CtDNA analysis may especially be considered in clinical practice when the tumour tissue is not sufficient for next-generation sequencing, or when urgent therapeutic decisions are needed. Moreover, it offers the possibility of providing a real-time picture to monitor treatment response and dynamically identify resistance mutations, potentially representing a way to optimize treatment strategies.
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Affiliation(s)
- M de Scordilli
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy; Department of Medicine, University of Udine, Udine, Italy
| | - M Bortolot
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy; Department of Medicine, University of Udine, Udine, Italy
| | - S Torresan
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy; Department of Medicine, University of Udine, Udine, Italy
| | - C Noto
- Department of Medicine, University of Udine, Udine, Italy; Medical Oncology, ASUGI, Ospedale Maggiore, Trieste, Italy
| | - S Rota
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy; Department of Medicine, University of Udine, Udine, Italy
| | - P Di Nardo
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy
| | - A Fumagalli
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy
| | - M Guardascione
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy
| | - E Ongaro
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy
| | - L Foltran
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy.
| | - F Puglisi
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano, Italy; Department of Medicine, University of Udine, Udine, Italy
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13
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Chen JH, Geng Y, Lucci A. Applications of ctDNA testing to monitor and detect residual disease in breast cancer. Expert Rev Mol Diagn 2025:1-12. [PMID: 40288891 DOI: 10.1080/14737159.2025.2498545] [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: 01/09/2025] [Revised: 04/09/2025] [Accepted: 04/14/2025] [Indexed: 04/29/2025]
Abstract
INTRODUCTION In recent years, circulating tumor DNA (ctDNA) has emerged as a promising method for detection of minimal or molecular residual disease (MRD) among patients with breast cancer. AREAS COVERED In this narrative review, we provide a summary of currently available studies assessing use of ctDNA in detection of MRD in patients after completion of curative therapy. Additionally, we discuss limitations of present studies, future considerations, and an overview of ongoing trials evaluating the clinical utility of MRD-directed therapy interventions. EXPERT OPINION While the clinical utility of MRD-directed therapy guidance remains under investigation, collective data from studies overwhelmingly confirm the prognostic value of ctDNA status across various stages and subtypes of breast cancer. Results from ongoing clinical trials in the coming years will provide more clarity on the overall clinical benefit of MRD-directed interventions for breast cancer patients.
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Affiliation(s)
- Jennifer H Chen
- Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yimin Geng
- Research Medical Library, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Anthony Lucci
- Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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14
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Hoang T, Choi MK, Oh JH, Kim J. Utility of circulating tumor DNA to detect minimal residual disease in colorectal cancer: A systematic review and network meta-analysis. Int J Cancer 2025. [PMID: 40293388 DOI: 10.1002/ijc.35442] [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: 12/13/2024] [Revised: 03/24/2025] [Accepted: 03/27/2025] [Indexed: 04/30/2025]
Abstract
Circulating tumor DNA (ctDNA) is a promising biomarker for predicting minimal residual disease (MRD) and guiding treatment decisions in patients with colorectal cancer (CRC). This study aimed to examine the study designs and settings of ongoing clinical trials that use ctDNA to guide treatment decisions and to determine the best timing for detecting MRD in non-metastatic CRC. We searched PubMed, Embase, Web of Science, Cochrane Library, and clinicaltrials.gov for English language records. The ctDNA settings from the clinical trials were categorized by randomization to ctDNA testing, treatment options based on ctDNA results, and the timing of ctDNA testing relative to adjuvant therapy. For prospective studies, a network meta-analysis using a frequentist approach was conducted to examine the pairwise associations between different ctDNA timing strategies and MRD, defined as recurrence, relapse, and progression. The main approaches in ctDNA-based interventional trial designs were categorized as ctDNA-guided treatment, ctDNA-by-treatment, ctDNA-guided surveillance, and ctDNA-enriched adjuvant therapy for guiding treatment decisions, including both escalation and de-escalation strategies, and surveillance. Overall, both preoperative and postoperative ctDNA detection were linked to higher risks of progression, with pooled hazard ratios (95% confidence intervals) of 5.23 (2.10-13.00) and 7.95 (5.30-11.91), respectively. Among the timing strategies, ctDNA testing after adjuvant therapy was the most effective for identifying high-risk patients, strongly suggesting the presence of residual disease. This study comprehensively reviewed the clinical settings of ctDNA testing in ongoing trials and provided evidence supporting the selection of post-adjuvant therapy as the optimal timing for ctDNA testing.
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Affiliation(s)
- Tung Hoang
- Department of Cancer AI & Digital Health, National Cancer Center Graduate School of Cancer Science and Policy, Goyang-si, Gyeonggi-do, Republic of Korea
- Faculty of Pharmacy, University of Health Sciences, Vietnam National University, Ho Chi Minh City, Vietnam
| | - Moon Ki Choi
- Center for Colorectal Cancer, National Cancer Center, Goyang-si, Gyeonggi-do, Republic of Korea
| | - Jae Hwan Oh
- Center for Colorectal Cancer, National Cancer Center, Goyang-si, Gyeonggi-do, Republic of Korea
| | - Jeongseon Kim
- Department of Cancer AI & Digital Health, National Cancer Center Graduate School of Cancer Science and Policy, Goyang-si, Gyeonggi-do, Republic of Korea
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15
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Zeng Z, Yi Z, Xu B. The biological and technical challenges facing utilizing circulating tumor DNA in non-metastatic breast cancer patients. Cancer Lett 2025; 616:217574. [PMID: 39983895 DOI: 10.1016/j.canlet.2025.217574] [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: 11/20/2024] [Revised: 02/13/2025] [Accepted: 02/18/2025] [Indexed: 02/23/2025]
Abstract
Breast cancer is one of the most prevalent cancers and has emerged as a major global challenge. Circulating tumor DNA (ctDNA), a liquid biopsy method, overcomes the accessibility limitations of tissue-based testing and is widely used for monitoring minimal residual disease and molecular relapse, predicting prognosis, evaluating the response of neoadjuvant therapy, and optimizing treatment decisions in non-metastatic breast cancer. However, the application of ctDNA still faces many challenges. Here, we survey the clinical applications of ctDNA in non-metastatic breast cancer and discuss the significant biological and technical challenges of utilizing ctDNA. Importantly, we investigate potential avenues for addressing the challenges. In addition, emerging technologies, including fragmentomics detection, methylation sequencing, and long-read sequencing, have clinical potential and could be a future direction. Proper utilization of machine learning facilitates the identification of meaningful patterns from complex fragment and methylation profiles of ctDNA. There is still a lack of clinical trials focused on the subsets of ctDNA (e.g., circulating mitochondrial DNA), ctDNA-inferred drug-resistant clonal evolution, tumor heterogeneity, and ctDNA-guided clinical decision-making in non-metastatic breast cancer. Due to regional differences in the number of registered clinical trials, it is essential to enhance communication and foster global collaboration to advance the field.
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Affiliation(s)
- Zihang Zeng
- Department of Radiation and Medical Oncology, Hubei Key Laboratory of Tumor Biological Behaviors, Hubei Cancer Clinical Study Center, Zhongnan Hospital of Wuhan University, 430071, Wuhan, China
| | - Zongbi Yi
- Department of Radiation and Medical Oncology, Hubei Key Laboratory of Tumor Biological Behaviors, Hubei Cancer Clinical Study Center, Zhongnan Hospital of Wuhan University, 430071, Wuhan, China.
| | - Binghe Xu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 100021, Beijing, China.
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16
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Martelli V, Vidal J, Salvans S, Fernández C, Badia-Ramentol J, Linares J, Jiménez M, Sibilio A, Gibert J, Pérez M, Bellosillo B, Calon A, Pietrantonio F, Iglesias M, Pascual M, Montagut C. Liquid Biopsy in Peritoneal Carcinomatosis from Colorectal Cancer: Current Evidence and Future Perspectives. Cancers (Basel) 2025; 17:1461. [PMID: 40361388 PMCID: PMC12071141 DOI: 10.3390/cancers17091461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2025] [Revised: 04/20/2025] [Accepted: 04/23/2025] [Indexed: 05/15/2025] Open
Abstract
Peritoneal carcinomatosis (PC) represents a challenge in the management of metastatic colorectal cancer (mCRC) because of the difficulties in diagnosis, tumor burden assessment, and in selecting the optimal treatments. A critical limitation is the lack of robust prognostic and predictive biomarkers, largely relying on serum markers (e.g., carcinoembryonic antigen) or the peritoneal carcinomatosis index (PCI) for disease extent. Circulating tumor DNA (ctDNA)-genomic fragments shed by tumor cells into the bloodstream-is now recommended by international guidelines for mCRC management. Its potential extends to PC, where it may enhance diagnostic, therapeutic, and follow-up strategies. However, PC from CRC (PC-CRC) is associated with lower ctDNA levels and detection rates compared to other metastatic sites, posing a challenge for its clinical utility. To address these limitations, peritoneal fluid analysis has emerged as a promising alternative, with peritoneal tumor DNA (ptDNA) detected at higher concentrations in this anatomical space. Integrating ctDNA and ptDNA may offer a deeper understanding of PC-CRC biology and provide more precise tools for managing this complex disease. This approach has the potential to revolutionize the treatment paradigm for PC-CRC, bringing precision medicine even to this subgroup of patients traditionally associated with poor outcomes. This review aims to evaluate the diagnostic, prognostic, and therapeutic implications of ctDNA and ptDNA in PC-CRC, highlighting current limitations and future directions.
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Affiliation(s)
- Valentino Martelli
- Medical Oncology Department, Hospital del Mar, Hospital del Mar Research Institute, Universitat Pompeu Fabra, Centro de Investigación Biomédica en Red Cancer (CIBERONC), 08003 Barcelona, Spain; (V.M.); (J.L.); (A.S.)
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, 16133 Genova, Italy
| | - Joana Vidal
- Medical Oncology Department, Hospital del Mar, Hospital del Mar Research Institute, Universitat Pompeu Fabra, Centro de Investigación Biomédica en Red Cancer (CIBERONC), 08003 Barcelona, Spain; (V.M.); (J.L.); (A.S.)
| | - Sílvia Salvans
- Section of Colon and Rectal Surgery, Department of Surgery, Hospital del Mar, 08003 Barcelona, Spain; (S.S.); (M.P.)
| | - Concepción Fernández
- Pathology Department, Hospital del Mar, Hospital del Mar Research Institute, Universitat Pompeu Fabra, Centro de Investigación Biomédica en Red Cancer (CIBERONC), 08003 Barcelona, Spain; (C.F.); (J.G.); (B.B.); (M.I.)
| | - Jordi Badia-Ramentol
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain (M.J.); (A.C.)
| | - Jenniffer Linares
- Medical Oncology Department, Hospital del Mar, Hospital del Mar Research Institute, Universitat Pompeu Fabra, Centro de Investigación Biomédica en Red Cancer (CIBERONC), 08003 Barcelona, Spain; (V.M.); (J.L.); (A.S.)
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain (M.J.); (A.C.)
| | - Marta Jiménez
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain (M.J.); (A.C.)
| | - Annarita Sibilio
- Medical Oncology Department, Hospital del Mar, Hospital del Mar Research Institute, Universitat Pompeu Fabra, Centro de Investigación Biomédica en Red Cancer (CIBERONC), 08003 Barcelona, Spain; (V.M.); (J.L.); (A.S.)
| | - Joan Gibert
- Pathology Department, Hospital del Mar, Hospital del Mar Research Institute, Universitat Pompeu Fabra, Centro de Investigación Biomédica en Red Cancer (CIBERONC), 08003 Barcelona, Spain; (C.F.); (J.G.); (B.B.); (M.I.)
| | - Marina Pérez
- Medical Oncology Department, Hospital del Mar, Hospital del Mar Research Institute, Universitat Pompeu Fabra, Centro de Investigación Biomédica en Red Cancer (CIBERONC), 08003 Barcelona, Spain; (V.M.); (J.L.); (A.S.)
| | - Beatriz Bellosillo
- Pathology Department, Hospital del Mar, Hospital del Mar Research Institute, Universitat Pompeu Fabra, Centro de Investigación Biomédica en Red Cancer (CIBERONC), 08003 Barcelona, Spain; (C.F.); (J.G.); (B.B.); (M.I.)
| | - Alexandre Calon
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain (M.J.); (A.C.)
| | - Filippo Pietrantonio
- Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Nazionale dei Tumori, 20133 Milan, Italy;
| | - Mar Iglesias
- Pathology Department, Hospital del Mar, Hospital del Mar Research Institute, Universitat Pompeu Fabra, Centro de Investigación Biomédica en Red Cancer (CIBERONC), 08003 Barcelona, Spain; (C.F.); (J.G.); (B.B.); (M.I.)
| | - Marta Pascual
- Section of Colon and Rectal Surgery, Department of Surgery, Hospital del Mar, 08003 Barcelona, Spain; (S.S.); (M.P.)
| | - Clara Montagut
- Medical Oncology Department, Hospital del Mar, Hospital del Mar Research Institute, Universitat Pompeu Fabra, Centro de Investigación Biomédica en Red Cancer (CIBERONC), 08003 Barcelona, Spain; (V.M.); (J.L.); (A.S.)
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17
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Lindskrog SV, Strandgaard T, Nordentoft I, Galsky MD, Powles T, Agerbæk M, Jensen JB, Alix-Panabières C, Dyrskjøt L. Circulating tumour DNA and circulating tumour cells in bladder cancer - from discovery to clinical implementation. Nat Rev Urol 2025:10.1038/s41585-025-01023-9. [PMID: 40234713 DOI: 10.1038/s41585-025-01023-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/14/2025] [Indexed: 04/17/2025]
Abstract
Liquid biopsies, indicating the sampling of body fluids rather than solid-tissue biopsies, have the potential to revolutionize cancer care through personalized, noninvasive disease detection and monitoring. Circulating tumour DNA (ctDNA) and circulating tumour cells (CTCs) are promising blood-based biomarkers in bladder cancer. Results from several studies have shown the clinical potential of ctDNA and CTCs in bladder cancer for prognostication, treatment-response monitoring, and early detection of minimal residual disease and disease recurrence. Following successful clinical trial evaluation, assessment of ctDNA and CTCs holds the potential to transform the therapeutic pathway for patients with bladder cancer - potentially in combination with the analysis of urinary tumour DNA - through tailored treatment guidance and optimized disease surveillance.
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Affiliation(s)
- Sia V Lindskrog
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Trine Strandgaard
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Iver Nordentoft
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Matthew D Galsky
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Thomas Powles
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Mads Agerbæk
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Jørgen Bjerggaard Jensen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Urology, Aarhus University Hospital, Aarhus, Denmark
| | - Catherine Alix-Panabières
- Laboratory of Rare Circulating Human Cells - Liquid Biopsy Laboratory, Site Unique de Biology, University Medical Center of Montpellier, Montpellier, France
- CREEC/CANECEV MIVEGEC (CREES), University of Montpellier, CNRS, IRD, Montpellier, France
- European Liquid Biopsy Society (ELBS), Hamburg, Germany
| | - Lars Dyrskjøt
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.
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18
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Lam WKJ, Kang G, Chan CML, Lee VCT, Ma MJL, Zhou Q, Jiang P, Tse IOL, King AD, Wong KCW, Hui EP, Ma BBY, Chan ATC, Chan KCA, Lo YMD. Fragmentomics profiling and quantification of plasma Epstein-Barr virus DNA enhance prediction of future nasopharyngeal carcinoma. Cancer Cell 2025; 43:728-739.e5. [PMID: 40054465 DOI: 10.1016/j.ccell.2025.02.002] [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: 06/11/2024] [Revised: 10/28/2024] [Accepted: 02/04/2025] [Indexed: 04/17/2025]
Abstract
Fragmentomics analysis of plasma autosomal DNA has shown promise in cancer diagnostics. Here we evaluated the clinical utility of plasma Epstein-Barr virus (EBV) DNA fragmentomics analysis for nasopharyngeal carcinoma (NPC) screening. Among our prospective cohort of approximately 20,000 subjects that underwent two rounds of screening, we analyzed the first-round blood samples of subjects who tested positive for EBV DNA via polymerase chain reaction (PCR) (n = 558). We found that those who subsequently developed NPC in the second round exhibited a distinctive mononucleosomal size pattern, an NPC-associated end motif (specifically, a depletion of CC-motif) and aberrations in methylation identified through fragmentomics-based methylation analysis (FRAGMA). Subjects with these aberrant fragmentomics features and higher quantity of EBV DNA had a relative risk of 87.1 times greater for developing NPC in the second round compared to subjects tested negative for EBV DNA on PCR. These results demonstrate plasma DNA fragmentomics could predict future cancer risk.
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Affiliation(s)
- W K Jacky Lam
- Centre for Novostics, Hong Kong Science Park, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China; State Key Laboratory of Translational Oncology, Sir YK Pao Centre for Cancer, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China; Department of Otorhinolaryngology, Head and Neck Surgery, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Guannan Kang
- Centre for Novostics, Hong Kong Science Park, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Charles M L Chan
- Centre for Novostics, Hong Kong Science Park, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Vicky C T Lee
- Centre for Novostics, Hong Kong Science Park, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Mary-Jane L Ma
- Centre for Novostics, Hong Kong Science Park, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Qing Zhou
- Centre for Novostics, Hong Kong Science Park, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Peiyong Jiang
- Centre for Novostics, Hong Kong Science Park, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China; State Key Laboratory of Translational Oncology, Sir YK Pao Centre for Cancer, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Irene O L Tse
- Centre for Novostics, Hong Kong Science Park, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Ann D King
- Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Kenneth C W Wong
- State Key Laboratory of Translational Oncology, Sir YK Pao Centre for Cancer, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China; Department of Clinical Oncology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Edwin P Hui
- State Key Laboratory of Translational Oncology, Sir YK Pao Centre for Cancer, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China; Department of Clinical Oncology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Brigette B Y Ma
- State Key Laboratory of Translational Oncology, Sir YK Pao Centre for Cancer, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China; Department of Clinical Oncology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Anthony T C Chan
- State Key Laboratory of Translational Oncology, Sir YK Pao Centre for Cancer, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China; Department of Clinical Oncology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - K C Allen Chan
- Centre for Novostics, Hong Kong Science Park, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China; State Key Laboratory of Translational Oncology, Sir YK Pao Centre for Cancer, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China
| | - Y M Dennis Lo
- Centre for Novostics, Hong Kong Science Park, New Territories, Hong Kong SAR, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China; Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China; State Key Laboratory of Translational Oncology, Sir YK Pao Centre for Cancer, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China.
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19
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Pisapia P, Iaccarino A, Troncone G, Malapelle U. Liquid Biopsy in Solid Tumours: An Overview. Cytopathology 2025. [PMID: 40219616 DOI: 10.1111/cyt.13485] [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: 09/16/2024] [Revised: 03/17/2025] [Accepted: 03/20/2025] [Indexed: 04/14/2025]
Abstract
The advent of personalised and precision medicine has radically modified the management and the clinical outcome of cancer patients. However, the expanding number of predictive, prognostic, and diagnostic biomarkers has raised the need for simple, noninvasive, quicker, but equally efficient tests for molecular profiling. In this complex scenario, the adoption of liquid biopsy, particularly circulating tumour DNA (ctDNA), has been a real godsend for many cancer patients who would otherwise have been denied the benefits of targeted treatments. Undeniably, ctDNA analysis has several advantages over conventional tissue-based analysis. One advantage is that it can guide treatment decision making, especially when tissue samples are scarce or totally unavailable. Indeed, a simple blood test can inform clinicians on patients' response or resistance to targeted therapies, help them monitor minimal residual disease (MRD) after surgical resections, and facilitate them with early cancer detection and interception. Finally, an equally important advantage is that ctDNA analysis can help decipher temporal and spatial tumour heterogeneity, a mechanism highly responsible for therapeutic resistance. In this review, we gathered and analysed current evidence on the clinical usefulness of ctDNA analysis in solid tumours.
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Affiliation(s)
- Pasquale Pisapia
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - Antonino Iaccarino
- Department of Neurosciences, Reproductive and Odontostomatological Sciences, University of Naples Federico II, Naples, Italy
| | - Giancarlo Troncone
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - Umberto Malapelle
- Department of Public Health, University of Naples Federico II, Naples, Italy
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20
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González-Conde M, Yáñez C, Abuín C, Keup C, Lago-Lestón R, Aybar M, Pedrouzo L, Palacios P, Curiel T, Cueva J, Rodríguez C, Carmona M, Cortegoso A, García-Caballero T, Muinelo-Romay L, Kasimir-Bauer S, López-López R, Costa C. Gene expression analysis in circulating tumour cells to determine resistance to CDK4/6 inhibitors plus endocrine therapy in HR + /HER2- metastatic breast cancer patients. J Transl Med 2025; 23:400. [PMID: 40186268 PMCID: PMC11971781 DOI: 10.1186/s12967-025-06374-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Accepted: 03/08/2025] [Indexed: 04/07/2025] Open
Abstract
BACKGROUND Metastatic breast cancer (BC) is the main cause of cancer-related mortality in women worldwide. HR + /HER2- BC patients are treated with endocrine therapy (ET), but therapeutic resistance is common. The combination of cyclin-dependent kinase 4/6 inhibitors (CDK4/6i) with ET was approved for metastatic BC patients and extended the median progression-free survival to 24 months. This therapy is not always effective, and in every patient, resistance ultimately occurs, but the underlying resistance mechanisms remain unclear. To address this gap, we explored circulating tumour cells (CTCs) as biomarkers to assess treatment response and resistance in metastatic HR + /HER2- BC patients receiving CDK4/6i plus ET. METHODS In total, 53 HR + /HER2- metastatic BC patients who received a CDK4/6i plus ET as first-line treatment were analysed, including samples from internal and external validation cohorts. CTCs were isolated using the negative enrichment approach RosetteSep (STEMCELL Technologies) or positive immunomagnetic selection targeting EpCAM, EGFR, and HER2 (AdnaTest EMT-2/StemCell Select™, QIAGEN). RNA was extracted from CTCs and PBMCs for nCounter analysis (Pancancer pathways panel) in a discovery phase. Subsequent validation was performed by RT-qPCR. RESULTS CTC gene expression analysis revealed that non responder patients (those who experienced disease progression before 180 days) exhibited elevated PRKCB (p-value: 0.011), MAPK3 (p-value: 0.006) and STAT3 (p-value: 0.008) expression, while responders showed increased CDK6 (p-value: 0.011) and CCND1 (p-value: 0.035) expression at baseline. CTC transcriptional characterization revealed a gene expression signature (STAT3highPRKCBhighCDK6low) that accurately classified HR + /HER2- metastatic BC patients who responded to CDK4/6i plus ET, regardless of the CTC isolation method (AUC > 0.8). CTC characterization at progression also identified biomarkers linked to therapy resistance, including the epigenetic regulators EZH2 and HDAC6 and the cell cycle regulator CDC7, which could guide the selection of subsequent therapy lines. The expression of the CDK4 and STAT3 genes in CTCs was associated with progression-free survival and overall survival, respectively. Likewise, the presence of ≥ one CTC after one cycle of therapy predicts a worse prognosis. CONCLUSIONS CTC gene expression provides information about treatment outcomes in HR + /HER2- metastatic BC patients receiving CDK4/6i plus ET and could guide personalized strategies and improve prognosis.
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MESH Headings
- Humans
- Neoplastic Cells, Circulating/metabolism
- Neoplastic Cells, Circulating/pathology
- Neoplastic Cells, Circulating/drug effects
- Breast Neoplasms/genetics
- Breast Neoplasms/drug therapy
- Breast Neoplasms/pathology
- Breast Neoplasms/blood
- Female
- Cyclin-Dependent Kinase 6/antagonists & inhibitors
- Cyclin-Dependent Kinase 6/metabolism
- Cyclin-Dependent Kinase 4/antagonists & inhibitors
- Cyclin-Dependent Kinase 4/metabolism
- Drug Resistance, Neoplasm/genetics
- Drug Resistance, Neoplasm/drug effects
- Receptor, ErbB-2/metabolism
- Neoplasm Metastasis
- Middle Aged
- Gene Expression Regulation, Neoplastic/drug effects
- Protein Kinase Inhibitors/therapeutic use
- Protein Kinase Inhibitors/pharmacology
- Aged
- Gene Expression Profiling
- Adult
- Receptors, Estrogen/metabolism
- Receptors, Progesterone/metabolism
- Antineoplastic Agents, Hormonal/therapeutic use
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Affiliation(s)
- Miriam González-Conde
- Translational Medical Oncology Group, Oncomet, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Celso Yáñez
- Translational Medical Oncology Group, Oncomet, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Carmen Abuín
- Translational Medical Oncology Group, Oncomet, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Corinna Keup
- Department of Gynaecology and Obstetrics, University Hospital Essen, 45147, Essen, Germany
| | - Ramón Lago-Lestón
- Translational Medical Oncology Group, Oncomet, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
- Liquid Biopsy Analysis Unit, Oncomet, Santiago de Compostela, Spain
| | - Maribel Aybar
- Translational Medical Oncology Group, Oncomet, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Lucía Pedrouzo
- Translational Medical Oncology Group, Oncomet, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Patricia Palacios
- Department of Oncology, University Hospital of Santiago de Compostela (SERGAS), Santiago de Compostela, Spain
| | - Teresa Curiel
- Department of Oncology, University Hospital of Santiago de Compostela (SERGAS), Santiago de Compostela, Spain
| | - Juan Cueva
- Department of Oncology, University Hospital of Santiago de Compostela (SERGAS), Santiago de Compostela, Spain
| | - Carmela Rodríguez
- Department of Oncology, University Hospital of Santiago de Compostela (SERGAS), Santiago de Compostela, Spain
| | - Marta Carmona
- Department of Oncology, University Hospital of Santiago de Compostela (SERGAS), Santiago de Compostela, Spain
| | - Alexandra Cortegoso
- Department of Oncology, University Hospital of Santiago de Compostela (SERGAS), Santiago de Compostela, Spain
| | - Tomás García-Caballero
- Department of Morphological Sciences, University of Santiago de Compostela. Health Research Institute of Santiago, Santiago de Compostela, Spain
| | - Laura Muinelo-Romay
- Translational Medical Oncology Group, Oncomet, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red Cáncer, CIBERONC, Madrid, Spain
- Liquid Biopsy Analysis Unit, Oncomet, Santiago de Compostela, Spain
| | - Sabine Kasimir-Bauer
- Department of Gynaecology and Obstetrics, University Hospital Essen, 45147, Essen, Germany
| | - Rafael López-López
- Translational Medical Oncology Group, Oncomet, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain.
- Department of Oncology, University Hospital of Santiago de Compostela (SERGAS), Santiago de Compostela, Spain.
- Centro de Investigación Biomédica en Red Cáncer, CIBERONC, Madrid, Spain.
| | - Clotilde Costa
- Translational Medical Oncology Group, Oncomet, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain.
- Centro de Investigación Biomédica en Red Cáncer, CIBERONC, Madrid, Spain.
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21
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Valenza C, Saldanha EF, Gong Y, De Placido P, Gritsch D, Ortiz H, Trapani D, Conforti F, Cremolini C, Peters S, Mateo J, Subbiah V, Parsons HA, Partridge AH, Curigliano G. Circulating tumor DNA clearance as a predictive biomarker of pathologic complete response in patients with solid tumors treated with neoadjuvant immune checkpoint inhibitors: a systematic review and meta-analysis. Ann Oncol 2025:S0923-7534(25)00130-9. [PMID: 40187491 DOI: 10.1016/j.annonc.2025.03.019] [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: 01/26/2025] [Revised: 03/21/2025] [Accepted: 03/25/2025] [Indexed: 04/07/2025] Open
Abstract
BACKGROUND In patients with solid tumors undergoing neoadjuvant immune checkpoint inhibitor (ICI) therapy, identifying biomarkers to predict pathologic complete response (pCR) preoperatively could enhance treatment modulation. Circulating tumor DNA (ctDNA) clearance is a potential predictor of pCR, though its analytical and clinical validity has yet to be established. This systematic review and meta-analysis aims to assess the role of ctDNA clearance as a predictor of pCR in patients with solid tumors treated with neoadjuvant ICIs. MATERIALS AND METHODS A systematic search of PubMed, EMBASE and conference proceedings up to 5 August 2024 was carried out to identify phase Ib, II or III clinical trials investigating ctDNA clearance and pCR in patients with solid tumors and detectable ctDNA, undergoing neoadjuvant therapy with ICIs. Using a bivariate model, we estimated the pooled sensitivity and specificity of ctDNA clearance in predicting pCR, positive likelihood ratio, negative likelihood ratio and diagnostic odds ratio, with 95% confidence intervals (CIs). RESULTS Thirteen trials involving 380 patients with detectable ctDNA at baseline were included. ctDNA was assessed with a tumor-informed approach in 11 (85%) trials. Overall, 38% of patients achieved pCR and 73% had ctDNA clearance before/at the surgery. Pooled sensitivity was 0.98 (95% CI 0.86-1.00), specificity was 0.53 (95% CI 0.37-0.69), positive likelihood ratio was 2.09 (95% CI 1.48-2.93), negative likelihood ratio was 0.04 (95% CI 0.01-0.26), diagnostic odds ratio was 57.36 (95% CI 8.12-405.12). Significant heterogeneity was observed across studies (I2 ∼70% for all metrics), indicating considerable variability in the diagnostic performance. CONCLUSION The lack of ctDNA clearance may identify patients unlikely to have a pCR. Instead, the confirmatory power of ctDNA clearance is limited by low specificity and high heterogeneity due to the variability of the assays, and warrants further study. Therefore, clinicians should not rely on the use of ctDNA clearance to inform treatment decisions in the neoadjuvant setting.
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Affiliation(s)
- C Valenza
- Harvard Chan School of Public Health, Harvard University, Boston, USA; Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, USA
| | - E F Saldanha
- Harvard Chan School of Public Health, Harvard University, Boston, USA; Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Canada
| | - Y Gong
- Harvard Chan School of Public Health, Harvard University, Boston, USA
| | - P De Placido
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, USA; Harvard Medical School, Boston, USA; Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - D Gritsch
- Harvard Chan School of Public Health, Harvard University, Boston, USA; Harvard Medical School, Boston, USA; Department of Neurology, Massachusetts General Hospital, Boston, USA
| | - H Ortiz
- Harvard Chan School of Public Health, Harvard University, Boston, USA
| | - D Trapani
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - F Conforti
- Division of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy
| | - C Cremolini
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy; Department of Translational Research and New Technology in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - S Peters
- Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne University, Lausanne, Switzerland
| | - J Mateo
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital Campus, Barcelona, Spain
| | - V Subbiah
- Early-Phase Drug Development, Sarah Cannon Research Institute, Nashville, USA
| | - H A Parsons
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, USA; Harvard Medical School, Boston, USA
| | - A H Partridge
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, USA; Harvard Medical School, Boston, USA
| | - G Curigliano
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.
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22
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Fina E, Vitale E, De Summa S, Gadaleta-Caldarola G, Tommasi S, Massafra R, Brunetti O, Rizzo A. Liquid biopsy for guiding breast cancer immunotherapy. Immunotherapy 2025; 17:369-383. [PMID: 40083311 PMCID: PMC12045575 DOI: 10.1080/1750743x.2025.2479426] [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: 10/27/2024] [Accepted: 03/11/2025] [Indexed: 03/16/2025] Open
Abstract
Liquid biopsy is a laboratory test used to detect and analyze circulating tumor cells (CTCs), circulating tumor DNA (ctDNA), and other tumor-derived components, in a blood sample. In the context of breast cancer (BC), liquid biopsies hold significant promise for guiding the use of immune checkpoint inhibitors and immune-based combinations, offering real-time insights into tumor dynamics, treatment response, and resistance mechanisms. This review explores the role of liquid biopsy in BC immunotherapy, focusing on its applications, benefits, issues, and current and future research directions.
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Affiliation(s)
- Emanuela Fina
- Thoracic Surgery Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Elsa Vitale
- Scientific Directorate, IRCCS Istituto Tumori “Giovanni Paolo II, Bari, Italy
| | - Simona De Summa
- Unità di Diagnostica Molecolare e Farmacogenetica, IRCCS Istituto Tumori Giovanni Paolo II Bari, Bari, Italy
| | | | - Stefania Tommasi
- Unità di Diagnostica Molecolare e Farmacogenetica, IRCCS Istituto Tumori Giovanni Paolo II Bari, Bari, Italy
| | - Raffaella Massafra
- Scientific Directorate, IRCCS Istituto Tumori “Giovanni Paolo II, Bari, Italy
| | - Oronzo Brunetti
- S.S.D. C.O.r.O. Bed Management Presa in Carico, TDM, IRCCS Istituto Tumori “Giovanni Paolo II, Bari, Italy
| | - Alessandro Rizzo
- S.S.D. C.O.r.O. Bed Management Presa in Carico, TDM, IRCCS Istituto Tumori “Giovanni Paolo II, Bari, Italy
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23
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de Jager VD, Giacomini P, Fairley JA, Toledo RA, Patton SJ, Joosse SA, Koch C, Deans ZC, Pantel K, Heitzer E, Schuuring E. Reporting of molecular test results from cell-free DNA analyses: expert consensus recommendations from the 2023 European Liquid Biopsy Society ctDNA Workshop. EBioMedicine 2025; 114:105636. [PMID: 40121940 PMCID: PMC11979934 DOI: 10.1016/j.ebiom.2025.105636] [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: 10/09/2024] [Revised: 02/18/2025] [Accepted: 02/24/2025] [Indexed: 03/25/2025] Open
Abstract
The implementation of circulating tumor DNA (ctDNA) in the diagnostic routine may enable non-invasive predictive biomarker testing and treatment optimization in patients who lack a suitable tumor specimen, have failed previous molecular analysis or are clinically ineligible for (re-)biopsy procedures. As the interpretation and reporting are more complex for ctDNA than conventional tissue-based NGS, there is a need for specific guidelines. These will offer support for the reporting of ctDNA test results and will facilitate optimal communication of liquid biopsy findings between diagnostic laboratories and the medical oncology team. Aiming to generate guidelines based on real-world experiences and broad perspectives, we organized a European Liquid Biopsy Society (ELBS) ctDNA workshop, in which forty-four experts and key stakeholders from different molecular diagnostics laboratories, oncology and pathology departments, as well as an IVDR specialist, convened to address significant challenges associated with the reporting of liquid biopsy test results. This report delineates the resulting consensus recommendations for ctDNA test reporting with underlying rationale and background information.
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Affiliation(s)
- Vincent D de Jager
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Patrizio Giacomini
- UOSD Medicina di Precisione in Senologia, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Member of the European Liquid Biopsy Society (ELBS) ctDNA Working Group, Hamburg, Germany
| | - Jennifer A Fairley
- GenQA, Department of Laboratory Medicine, NHS Lothian, Nine, Edinburgh Bioquarter, 9 Little France Road, Edinburgh, EH16 4SA, United Kingdom
| | - Rodrigo A Toledo
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Simon J Patton
- EMQN CIC, Unit 4, Enterprise House, Manchester Science Park, Pencroft Way, Manchester, M15 6SE, United Kingdom
| | - Simon A Joosse
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany; Mildred Scheel Cancer Career Center HaTriCS4, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany
| | - Claudia Koch
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany; European Liquid Biopsy Society (ELBS), University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany; Mildred Scheel Cancer Career Center HaTriCS4, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany
| | - Zandra C Deans
- GenQA, Department of Laboratory Medicine, NHS Lothian, Nine, Edinburgh Bioquarter, 9 Little France Road, Edinburgh, EH16 4SA, United Kingdom
| | - Klaus Pantel
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany; European Liquid Biopsy Society (ELBS), University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany; Mildred Scheel Cancer Career Center HaTriCS4, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany
| | - Ellen Heitzer
- Member of the European Liquid Biopsy Society (ELBS) ctDNA Working Group, Hamburg, Germany; Institute of Human Genetics, Diagnostic & Research Center for Molecular BioMedicine, Medical University of Graz, Graz, Austria; Christian Doppler Laboratory for Liquid Biopsies for Early Detection of Cancer, Medical University of Graz, Graz, Austria.
| | - Ed Schuuring
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands; Member of the European Liquid Biopsy Society (ELBS) ctDNA Working Group, Hamburg, Germany.
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24
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Fujisawa T, Nakamura Y, Bando H, Morizane C, Ikeda M, Nonomura N, Matsubara N, Iwata H, Naito Y, Okano S, Aoki D, Harano K, Yamazaki N, Namikawa K, Ueno M, Kadowaki S, Oki E, Kato K, Komatsu Y, Satoh T, Esaki T, Denda T, Hamaguchi T, Yamazaki K, Matsuhashi N, Yasui H, Satake H, Nishina T, Takahashi N, Goto M, Sunakawa Y, Kato T, Otsuka T, Abutani H, Tukachinsky H, Lee JK, Oxnard GR, Kuramoto N, Horasawa S, Sakamoto Y, Taniguchi H, Yoshino T. Benefits of Combining Circulating Tumor DNA With Tissue and Longitudinal Circulating Tumor DNA Genotyping in Advanced Solid Tumors: SCRUM-Japan MONSTAR-SCREEN-1 Study. JCO Precis Oncol 2025; 9:e2400283. [PMID: 40209142 PMCID: PMC12005867 DOI: 10.1200/po.24.00283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 12/23/2024] [Accepted: 02/21/2025] [Indexed: 04/12/2025] Open
Abstract
PURPOSE The utility of capturing heterogeneity by circulating tumor DNA (ctDNA) genotyping combined with tissue analysis or applying it in a sequential manner remains uncertain. METHODS We assessed the clinical value of ctDNA genotyping using data from 2,187 patients with advanced solid tumors enrolled in SCRUM-Japan MONSTAR-SCREEN-1, a nationwide cancer genome screening project, which examined ctDNA from longitudinally collected blood samples and tumor tissue samples (UMIN 000036749). RESULTS Among 667 patients with both baseline ctDNA and tissue genotyping results, 51 (7.6%) had actionable biomarkers identified exclusively through ctDNA genotyping. The most frequent targets of genotype-matched therapy guided by solely ctDNA were immune checkpoint, estrogen receptor, and poly(ADP-ribose) polymerase (PARP). Comparison of objective response rates (ORRs) and progression-free survival (PFS) between patients treated based on tissue versus ctDNA alone showed no significant difference, with ORRs of 34.0% versus 23.1% (P = .54) and a median PFS of 11.5 versus 13.8 months (hazard ratio [HR], 1.4 [95% CI, 0.72 to 2.80]), respectively. Among 924 patients undergoing sequential ctDNA genotyping, the detection of actionable biomarkers increased from 63.2% to 72.5% following subsequent ctDNA. Targets for genotype-matched therapy guided by subsequent ctDNA alone commonly included PARP, immune checkpoint, and BRAF. The ORR was 23.2% and 26.7% (P = .75), and the median PFS was 5.2 and. 3.7 months (HR, 1.5 [95% CI, 0.79 to 2.80]) for genotype-matched therapy based on initial versus subsequent ctDNA alone, respectively. CONCLUSION Combining ctDNA with tissue analysis, followed by sequential ctDNA assessments, effectively enhances the identification of actionable biomarkers. This strategy facilitates clinically beneficial, genetically informed therapies, underscoring its significant value in precision oncology.
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Affiliation(s)
- Takao Fujisawa
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
- Department of Head and Neck Medical Oncology, National Cancer Center Hospital East, Kashiwa, Japan
- Course of Advanced Clinical Research of Cancer, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yoshiaki Nakamura
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
- International Research Promotion Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Hideaki Bando
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Chigusa Morizane
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Masafumi Ikeda
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Norio Nonomura
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Nobuaki Matsubara
- Department of Medical Oncology, National Cancer Center Hospital East, Chiba, Japan
| | - Hiroji Iwata
- Department of Breast Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Yoichi Naito
- Department of Medical Oncology, National Cancer Center Hospital East, Chiba, Japan
- Department of General Internal Medicine, National Cancer Center Hospital East, Chiba, Japan
- Department of Experimental Therapeutics, National Cancer Center Hospital East, Chiba, Japan
| | - Susumu Okano
- Department of Head and Neck Medical Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Daisuke Aoki
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo, Japan
| | - Kenichi Harano
- Department of Medical Oncology, National Cancer Center Hospital East, Chiba, Japan
- Department of Experimental Therapeutics, National Cancer Center Hospital East, Chiba, Japan
| | - Naoya Yamazaki
- Department of Dermatologic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Kenjiro Namikawa
- Department of Dermatologic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Makoto Ueno
- Department of Gastroenterology, Kanagawa Cancer Center, Yokohama, Japan
| | - Shigenori Kadowaki
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Eiji Oki
- Department of Surgery and Science, Kyushu University, Fukuoka, Japan
| | - Ken Kato
- Department of Head and Neck, Esophageal Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yoshito Komatsu
- Department of Cancer Center, Hokkaido University Hospital, Sapporo, Japan
| | - Taroh Satoh
- Center for Cancer Genomics and Precision Medicine, Osaka University Hospital, Suita, Japan
| | - Taito Esaki
- Department of Gastrointestinal and Medical Oncology, National Hospital Organization Kyushu Cancer Center, Fukuoka, Japan
| | - Tadamichi Denda
- Division of Gastroenterology, Chiba Cancer Center, Chiba, Japan
| | - Tetsuya Hamaguchi
- Department of Gastroenterological Oncology, Saitama Medical University International Medical Center, Hidaka, Japan
| | - Kentaro Yamazaki
- Division of Gastrointestinal Oncology, Shizuoka Cancer Center, Shunto-gun, Japan
| | - Nobuhisa Matsuhashi
- Department of Gastroenterological Surgery and Pediatric Surgery, Center for One Medicine Innovative Translational Research, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Hisateru Yasui
- Department of Medical Oncology, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Hironaga Satake
- Cancer Center, Kansai Medical University Hospital, Hirakata, Japan
- Department of Medical Oncology, Kochi Medical School, Kochi, Japan
| | - Tomohiro Nishina
- Department of Gastrointestinal Medical Oncology, National Hospital Organization Shikoku Cancer Center, Matsuyama, Japan
| | - Naoki Takahashi
- Department of Gastroenterology, Saitama Cancer Center, Kitaadachi-gun, Japan
| | - Masahiro Goto
- Cancer Chemotherapy Center, Osaka Medical and Pharmaceutical University Hospital, Takatsuki, Japan
| | - Yu Sunakawa
- Department of Clinical Oncology, St Marianna University School of Medicine, Kawasaki, Japan
| | - Takeshi Kato
- Department of Surgery, National Hospital Organization Osaka National Hospital, Osaka, Japan
| | - Tomoyuki Otsuka
- Department of Medical Oncology, Osaka International Cancer Institute, Osaka, Japan
| | | | | | | | | | - Naomi Kuramoto
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Satoshi Horasawa
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Yasutoshi Sakamoto
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Hiroya Taniguchi
- Department of Surgery and Science, Kyushu University, Fukuoka, Japan
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
- Department of the Promotion of Drug and Diagnostic Development, National Cancer Center Hospital East, Kashiwa, Japan
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Swalduz A, Schiffler C, Curcio H, Ambasager B, Le Moel G, Debieuvre D, Dot JM, Duruisseaux M, Fournel P, Odier L, Demolombe S, Bizieux-Thaminy A, Peytier A, Schott R, Hominal S, Tissot C, Bombaron P, Metzger S, Donnat M, Ortiz-Cuaran S, Rosenfeld N, Pipinikas C, Saintigny P, Pérol M. LIBELULE: A Randomized Phase III Study to Evaluate the Clinical Relevance of Early Liquid Biopsy in Patients With Suspicious Metastatic Lung Cancer. J Thorac Oncol 2025; 20:437-450. [PMID: 39694415 DOI: 10.1016/j.jtho.2024.12.011] [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: 07/30/2024] [Revised: 10/12/2024] [Accepted: 12/08/2024] [Indexed: 12/20/2024]
Abstract
OBJECTIVES Genomic profiling is a major component for first-line treatment decisions in patients with NSCLC and the timeliness of biomarker testing is essential to improve time to treatment initiation (TTI) or avoid inappropriate treatment. METHODS The phase III LIquid Biopsy for the Early detection of LUng cancer Lesion trial (NCT03721120) included patients with radiological suspicion of advanced lung cancer. They were randomized (1:1), the control arm receiving diagnostic procedures according to each center's practice, and the liquid biopsy arm with additional testing performed at the first visit using the InVisionFirst-Lung assay. Treatment initiation and type were defined according to the European Society for Medical Oncology guidelines. Primary endpoint was the time from randomization to initiation of appropriate treatment on the basis of informative genomic and pathological results in the intention-to-treat population. RESULTS A total of 319 patients were enrolled (liquid biopsy [LB]: 161; control: 158). The median age was 68 years, 28.8% were non-smokers, 18.1% had a performance status of 2 or higher, and 56.7% had adenocarcinoma. In the LB arm, 81% of patients had circulating tumor DNA findings. The mean TTI was not significantly reduced (LB: 29.0 d; control 34 d (p = 0.26)). Sensitivity analyses found a shorter TTI in patients from the LB arm who received systemic treatment (LB: 29.1 d; control: 38.9 d, p = 0.01), in patients with advanced non-squamous NSCLC (LB: 29.5 d; control: 40.3 d, p = 0.01), and in patients with first-line targetable alterations (LB: 21d; control 37.4 d) (p = 0.004). Time to contributory genomic results was significantly reduced (LB: 17.9 d; control: 25.6 d, p < 0.001). CONCLUSION Early liquid biopsy testing did not significantly shorten the TTI in unselected patients referred for suspected advanced lung cancer. Nevertheless, it could reduce the TTI in patients eligible for systemic treatment, particularly for those with actionable alterations.
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Affiliation(s)
- Aurélie Swalduz
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France; Univ Lyon, Claude Bernard Lyon 1 University, INSERM 1052, CNRS 5286, Centre Léon Bérard, Cancer Research Center of Lyon, Lyon, France.
| | - Camille Schiffler
- Department of Clinical Research and Innovation, Centre Léon Bérard, Lyon, France
| | - Hubert Curcio
- Department of Medical Oncology, Centre François Baclesse, Caen, France
| | - Bana Ambasager
- NeoGenomics, Babraham Research Campus, Cambridge, United Kingdom
| | - Gabriel Le Moel
- Department of Pneumology, Centre Hospitalier du Cotentin Louis Pasteur, Cherbourg, France
| | - Didier Debieuvre
- Department of Pneumology, Groupe Hospitalier de la Région Mulhouse Sud-Alsace, Hôpital Emile Muller, GHRMSA - Mulhouse, Mulhouse, France
| | - Jean-Marc Dot
- Department of Pneumology, Medipole, Lyon Villeurbanne, France
| | - Michael Duruisseaux
- Respiratory Department, Louis Pradel Hospital, Hospices Civils de Lyon Cancer Institute, Lyon, France
| | - Pierre Fournel
- Department of Pneumology and Thoracic Oncology, Hôpital Nord, Saint-Etienne, France
| | - Luc Odier
- Department of Pneumology, l'Hôpital Nord-Ouest Villefranche sur Saône, Villefranche-sur-Saône, France
| | - Sylvie Demolombe
- Department of Medical Oncology, Infirmerie Protestante, Caluire et Cuire, France
| | | | - Annie Peytier
- Department of Medical Oncology, Centre Hospitalier de Bayeux, Bayeux, France
| | - Roland Schott
- Department of Medical Oncology, Institut de Cancérologie Strasbourg Europe (ICANS), Strasbourg, France
| | - Stéphane Hominal
- Department of Pneumology, Centre Hospitalier Annecy-Genevois, Epagny-Metz Tessy, France
| | - Claire Tissot
- Department of Oncology, Hôpital Privé de la Loire, Saint-Etienne, France
| | - Pierre Bombaron
- Department of Medicine, Hôpital Privé Jean Mermoz, Lyon, France
| | - Séverine Metzger
- Department of Clinical Research and Innovation, Centre Léon Bérard, Lyon, France
| | - Mathilde Donnat
- Department of Clinical Research and Innovation, Centre Léon Bérard, Lyon, France
| | - Sandra Ortiz-Cuaran
- Univ Lyon, Claude Bernard Lyon 1 University, INSERM 1052, CNRS 5286, Centre Léon Bérard, Cancer Research Center of Lyon, Lyon, France
| | - Nitzan Rosenfeld
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, United Kingdom; Cancer Research UK Cambridge Centre, Cambridge, United Kingdom; Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | | | - Pierre Saintigny
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France; Univ Lyon, Claude Bernard Lyon 1 University, INSERM 1052, CNRS 5286, Centre Léon Bérard, Cancer Research Center of Lyon, Lyon, France
| | - Maurice Pérol
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France
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Lindemann K, Siegenthaler F, Lande KT, Casas-Arozamena C, Nebdal D, Rau TT, Hoivik EA, Mueller MD, Gold RM, Imboden S, Davidson B, Krakstad C, Sørlie T. Prognostic value of assessing ctDNA in patients with endometrial carcinoma - an international multicenter study. Gynecol Oncol 2025; 195:98-105. [PMID: 40081113 DOI: 10.1016/j.ygyno.2025.03.002] [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: 12/06/2024] [Revised: 02/26/2025] [Accepted: 03/02/2025] [Indexed: 03/15/2025]
Abstract
OBJECTIVE At present, no reliable blood-based biomarkers have been established for patients with endometrial cancer. Liquid biopsies, which can detect circulating tumor DNA (ctDNA), provide a non-invasive way to assess prognosis, monitor tumor evolution and treatment response. We aimed to examine the feasibility and performance of ctDNA as a prognostic tool in a multi-center cohort of EC patients with matched tumor samples. METHODS Blood plasma samples were collected preoperatively from 83 patients at three European cancer centers. Circulating cell-free DNA (cfDNA) was isolated and analyzed using the Oncomine™ Pan-Cancer cell-free assay. Tumor tissue from 56 of the 83 patients was subjected to whole-exome sequencing, and clinical data were collected for oncological outcome assessment. RESULTS The mean input of cfDNA was 8.17 ng (range 1.47-29.12 ng). Sixteen (19.3 %) patients were considered ctDNA positive with mutations in one or more genes. Most alterations detected in plasma were concordant with mutations found in the matched tumor for the paired cases. The preoperative presence of ctDNA was associated with a significantly higher rate of recurrence (37.5 % vs 11.9 %, P = 0.024). Although eight of the 14 (57 %) patients with recurrence were negative for ctDNA at diagnosis, positive ctDNA status remained an independent predictor of recurrence also when controlling for other known histopathologic risk factors (HR 5.49, 95 % CI 1.5-20, P = 0.010). CONCLUSIONS Our results demonstrated the feasibility of using an off-the-shelf gene panel to detect ctDNA in patients with endometrial cancer. ctDNA positivity was significantly associated with worse oncological outcomes.
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Affiliation(s)
- Kristina Lindemann
- Section for gynecological oncology, Department of surgical oncology, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Norway.
| | - Franziska Siegenthaler
- Department of Obstetrics and Gynecology, Bern University Hospital, Switzerland; University of Bern, Bern, Switzerland
| | - Karin T Lande
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Carlos Casas-Arozamena
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.; Translational Medical Oncology Group (Oncomet), Health Research Institute of Santiago de Compostela (IDIS), University Hospital of Santiago de Compostela (SERGAS), Santiago de Compostela, Spain; Department of Medicine, University of Santiago de Compostela (USC), Santiago de Compostela, Spain
| | - Daniel Nebdal
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Tilman T Rau
- Institute of Pathology, Bern University Hospital, University of Bern, 3010 Bern, Switzerland
| | - Erling A Hoivik
- Centre for Cancer Biomarkers CCBIO, Department of Clinical Medicine, University of Bergen, Bergen, Norway; Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - Michael D Mueller
- Department of Obstetrics and Gynecology, Bern University Hospital, Switzerland; University of Bern, Bern, Switzerland
| | - Rose Meng Gold
- Centre for Cancer Biomarkers CCBIO, Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Sara Imboden
- Department of Obstetrics and Gynecology, Bern University Hospital, Switzerland; University of Bern, Bern, Switzerland
| | - Ben Davidson
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Norway; Department of Pathology, Oslo University Hospital, Norwegian Radium Hospital, Norway
| | - Camilla Krakstad
- Centre for Cancer Biomarkers CCBIO, Department of Clinical Science, University of Bergen, Bergen, Norway; Department of Obstetrics and Gynecology, Haukeland University Hospital, Bergen, Norway
| | - Therese Sørlie
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Norway; Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
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27
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Kobayashi S, Nakamura Y, Hashimoto T, Bando H, Oki E, Karasaki T, Horinouchi H, Ozaki Y, Iwata H, Kato T, Miyake H, Ohba A, Ikeda M, Chiyoda T, Hasegawa K, Fujisawa T, Matsuura K, Namikawa K, Yajima S, Yoshino T, Hasegawa K. Japan society of clinical oncology position paper on appropriate clinical use of molecular residual disease (MRD) testing. Int J Clin Oncol 2025; 30:605-654. [PMID: 39920551 PMCID: PMC11946966 DOI: 10.1007/s10147-024-02683-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2024] [Accepted: 12/09/2024] [Indexed: 02/09/2025]
Abstract
Although the 5-year relative survival rates for resectable solid tumors have improved over the past few years, the risk of postoperative recurrence necessitates effective monitoring strategies. Recent advancements in molecular residual disease (MRD) testing based on circulating tumor DNA (ctDNA) analysis have shown considerable promise in the context of predicting recurrence; however, significant barriers to widespread clinical implementation remain-mainly, low awareness among healthcare professionals, high costs, and lack of standardized assays and comprehensive evidence. This position paper, led by the Japan Society of Clinical Oncology, aims to establish a common framework for the appropriate clinical use of MRD testing in a tumor type-agnostic manner. It synthesizes currently available evidence, reviews region-specific clinical trends, addresses critical clinical questions related to MRD testing, and offers recommendations to guide healthcare professionals, biotechnology and pharmaceutical companies, and regulatory authorities. These recommendations were developed based on a voting process involving 15 expert members, ensuring a consensus-driven approach. These findings underscore the importance of collaborative efforts among various stakeholders in enhancing the clinical utility of MRD testing. This project aimed to foster consensus and provide clear guidelines to support the advancement of precision medicine in oncology and improve patient outcomes in the context of perioperative care.
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Affiliation(s)
- Shin Kobayashi
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, 6-5-1, Kashiwanoha, Kashiwa-shi, Chiba, 277-8577, Japan.
- Perioperative Treatment Development Promotion Office, National Cancer Center Hospital East, 6-5-1, Kashiwanoha, Kashiwa-shi, Chiba, 277-8577, Japan.
| | - Yoshiaki Nakamura
- Department of Gastrointestinal Oncology, National Cancer Center Hospital East, 6-5-1, Kashiwanoha, Kashiwa-shi, Chiba, 277-8577, Japan.
- Translational Research Support Office, National Cancer Center Hospital East, 6-5-1, Kashiwanoha, Kashiwa-shi, Chiba, 277-8577, Japan.
- International Research Promotion Office, National Cancer Center Hospital East, 6-5-1, Kashiwanoha, Kashiwa-shi, Chiba, 277-8577, Japan.
| | - Tadayoshi Hashimoto
- Perioperative Treatment Development Promotion Office, National Cancer Center Hospital East, 6-5-1, Kashiwanoha, Kashiwa-shi, Chiba, 277-8577, Japan
- Department of Gastrointestinal Oncology, National Cancer Center Hospital East, 6-5-1, Kashiwanoha, Kashiwa-shi, Chiba, 277-8577, Japan
- Translational Research Support Office, National Cancer Center Hospital East, 6-5-1, Kashiwanoha, Kashiwa-shi, Chiba, 277-8577, Japan
| | - Hideaki Bando
- Department of Gastrointestinal Oncology, National Cancer Center Hospital East, 6-5-1, Kashiwanoha, Kashiwa-shi, Chiba, 277-8577, Japan
- Translational Research Support Office, National Cancer Center Hospital East, 6-5-1, Kashiwanoha, Kashiwa-shi, Chiba, 277-8577, Japan
| | - Eiji Oki
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Takahiro Karasaki
- Department of Thoracic Surgery, Respiratory Center, Toranomon Hospital, Tokyo, Japan
| | - Hidehito Horinouchi
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yukinori Ozaki
- Department of Breast Medical Oncology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Hiroji Iwata
- Department of Advanced Clinical Research and Development, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Taigo Kato
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Hideaki Miyake
- Division of Urology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Akihiro Ohba
- Division of Gastrointestinal Oncology, Shizuoka Cancer Center, Nagaizumi, Japan
| | - Masafumi Ikeda
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Tatsuyuki Chiyoda
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo, Japan
| | - Kosei Hasegawa
- Department of Gynecologic Oncology, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Takao Fujisawa
- Translational Research Support Office, National Cancer Center Hospital East, 6-5-1, Kashiwanoha, Kashiwa-shi, Chiba, 277-8577, Japan
- Department of Head and Neck Medical Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Kazuto Matsuura
- Department of Head and Neck Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Kenjiro Namikawa
- Department of Dermatologic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Shugo Yajima
- Department of Urology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Takayuki Yoshino
- Department of Gastrointestinal Oncology, National Cancer Center Hospital East, 6-5-1, Kashiwanoha, Kashiwa-shi, Chiba, 277-8577, Japan
- Kindai University Faculty of Medicine, Osakasayama, Japan
| | - Kiyoshi Hasegawa
- Department of Surgery, Graduate School of Medicine, Hepato-Biliary-Pancreatic Surgery Division, The University of Tokyo, Tokyo, Japan
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Mazouji O, Ouhajjou A, Anouar N, Nejjari C, Incitti R, Mansour H. Mutational profiling using liquid biopsy to guide targeted therapy in patients with metastatic cancer. Sci Rep 2025; 15:11135. [PMID: 40169620 PMCID: PMC11962155 DOI: 10.1038/s41598-025-88094-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Accepted: 01/24/2025] [Indexed: 04/03/2025] Open
Abstract
Liquid biopsy gained significant interest in the area of cancer management. This study aims to evaluate the effectiveness of molecular testing using ctDNA (circulating tumor DNA) to; detect genetic alterations, screen for abnormalities, identify mutations associated with treatment sensitivity or resistance and guide therapy decision for several types of cancer in patients with metastasis. A total of 85 samples were collected from 74 patients recruited at our center, as part of their routine clinical follow-up. 17 different cancer types were analyzed. Genetic testing was conducted in patients with metastasis after failure of standard treatments. Sequencing was conducted in plasma-ctDNA samples; and when it was possible on the tumor tissue as well. Our analysis revealed that 88% (65 patients) of patients were eligible for treatment guidance using liquid biopsy. Among them, 64% (47 patients) received an FDA-approved drug, and treatment decisions were based on molecular testing using ctDNA. Somatic gene mutations were detected in 89% (66 patients) of the patients tested; 81% (60 patients) of patients had at least two mutations, 8% (6 patients) had only one mutation and 11% (8 patients) had no detected mutations. Interestingly, among the genes tested, BRCA2, EGFR, MSH6, and NF1 were the most frequently mutated in our patients. Our study highlights the potential benefits of personalized medicine through a non-invasive genetic testing across patients with metastasis regardless of the cancer types. Moreover, our study identified the frequent occurrence of specific gene mutations across various types of cancer, which paves the way for considering targeted therapies that could be applicable to multiple cancer types, rather than being restricted to just a few.
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Grants
- Mohammed First University, Morocco
- Al-Azhar Oncology Center, Rabat, Morocco
- Cabinet of Pathology Bouregreg, Rabat, Morocco
- Euromed Research Center, Euromed University of Fes, Morocco
- Faculty of Medicine, Pharmacy, and Dentistry, Sidi Mohamed Ben Abdellah University, Fes, Morocco
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Affiliation(s)
- Omayma Mazouji
- GES-LCM2E, FPN, Mohamed First University, Oujda, Morocco
| | | | - Naima Anouar
- GES-LCM2E, FPN, Mohamed First University, Oujda, Morocco
- Cabinet of Pathology Bouregreg, Rabat, Morocco
| | - Chakib Nejjari
- Euromed Research Center, Euromed University of Fes, Fes, Morocco
- Faculty of Medicine, Pharmacy, and Dentistry, Sidi Mohamed Ben Abdellah University, Fes, Morocco
| | - Roberto Incitti
- Euromed Research Center, Euromed University of Fes, Fes, Morocco
| | - Hicham Mansour
- GES-LCM2E, FPN, Mohamed First University, Oujda, Morocco.
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29
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Capasso I, Nero C, Anderson G, Del Re M, Perrone E, Fanfani F, Scambia G, Cucinella G, Mariani A, Choong G, Reynolds E. Circulating tumor DNA in endometrial cancer: clinical significance and implications. Int J Gynecol Cancer 2025; 35:101656. [PMID: 39955181 DOI: 10.1016/j.ijgc.2025.101656] [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: 10/28/2024] [Revised: 01/15/2025] [Accepted: 01/19/2025] [Indexed: 02/17/2025] Open
Abstract
Circulating tumor DNA (ctDNA) is a promising non-invasive tool that has been demonstrated to be a clinically useful biomarker in several tumor types for risk stratification, prognosis, and early detection of recurrence. However, there are limited data on the clinical utility of ctDNA in endometrial cancer (EC) compared with other solid tumors. The evolution of EC management through the integration of molecular characterization into the treatment algorithm has intensified the need to develop more effective predictive biomarkers to optimize treatment and reduce clinical toxicities. Given its non-invasive nature and its ability to represent and complement tumor multiclonal spatial and temporal heterogeneity, ctDNA could act as a valid surrogate for tissue sampling. In addition to plasma ctDNA detection being associated with clinicopathologic features of tumor aggressiveness at pre-operative assessment, an association with reduced disease-free survival and overall survival has been observed in patients with detectable ctDNA. Moreover, the half-life of ctDNA is significantly shorter than CA125, and plasma levels are reported to be completely cleared from the blood within 1 week from surgical debulking. Therefore, ctDNA may serve as a dynamic biomarker for occult microscopic residual disease when assessed within the first 4 to 8 weeks after eradicative surgery. Few studies have reported high sensitivity of ctDNA in detecting disease recurrence at longitudinal follow-up, although there are limited data comparing ctDNA and traditional serum biomarkers (CA125 and HE4) in identifying recurrence. In the perspective of personalized oncology, ctDNA may potentially help improve adjuvant therapeutic management by escalating/de-escalating treatment based on ctDNA detection after surgery, during maintenance, or in the recurrent/metastatic setting, in addition to acting as a sensitive biomarker for early detection of recurrence. Several challenges hinder the use of ctDNA in EC, including the lack of standardized protocols, the low mutational burden, tumor heterogeneity, and background normal DNA, which limit assay sensitivity and specificity. In addition, the high cost of ctDNA analysis, particularly, next-generation sequencing, restricts its accessibility. Future trials should focus on cost-effective approaches to ensure sustainability and efficient resource allocation.
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Affiliation(s)
- Ilaria Capasso
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Department of Women Children and Public Health Sciences, Gynecologic Oncology Unit, Rome, Italy; Mayo Clinic, Department of Obstetrics and Gynecology, Rochester, MN, USA
| | - Camilla Nero
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Department of Women Children and Public Health Sciences, Gynecologic Oncology Unit, Rome, Italy
| | - Gloria Anderson
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Department of Women Children and Public Health Sciences, Gynecologic Oncology Unit, Rome, Italy
| | - Marzia Del Re
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Department of Women Children and Public Health Sciences, Gynecologic Oncology Unit, Rome, Italy; Department of Faculty Medicine, Saint Camillus International University of Health and Medical Sciences, Rome, Italy
| | - Emanuele Perrone
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Department of Women Children and Public Health Sciences, Gynecologic Oncology Unit, Rome, Italy
| | - Francesco Fanfani
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Department of Women Children and Public Health Sciences, Gynecologic Oncology Unit, Rome, Italy
| | - Giovanni Scambia
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Department of Women Children and Public Health Sciences, Gynecologic Oncology Unit, Rome, Italy
| | - Giuseppe Cucinella
- Mayo Clinic, Department of Obstetrics and Gynecology, Rochester, MN, USA
| | - Andrea Mariani
- Mayo Clinic, Department of Obstetrics and Gynecology, Rochester, MN, USA
| | - Grace Choong
- Mayo Clinic, Department of Oncology, Rochester, MN, USA
| | - Evelyn Reynolds
- Mayo Clinic, Department of Obstetrics and Gynecology, Rochester, MN, USA.
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30
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Westphalen CB. Unveiling targets and resistance in FGFR-altered cancers. Ann Oncol 2025; 36:359-360. [PMID: 39800106 DOI: 10.1016/j.annonc.2025.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Accepted: 01/02/2025] [Indexed: 01/15/2025] Open
Affiliation(s)
- C B Westphalen
- Comprehensive Cancer Center Munich & Department of Medicine III, University Hospital, LMU Munich, Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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31
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Sassorossi C, Evangelista J, Stefani A, Chiappetta M, Martino A, Campanella A, De Paolis E, Nachira D, Del Re M, Guerrera F, Boldrini L, Urbani A, Margaritora S, Minucci A, Bria E, Lococo F. The Role of ctDNA for Diagnosis and Histological Prediction in Early Stage Non-Small-Cell Lung Cancer: A Narrative Review. Diagnostics (Basel) 2025; 15:904. [PMID: 40218254 PMCID: PMC11988553 DOI: 10.3390/diagnostics15070904] [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: 02/04/2025] [Revised: 03/18/2025] [Accepted: 03/27/2025] [Indexed: 04/14/2025] Open
Abstract
Background: Circulating tumor DNA (ctDNA) may be released from neoplastic cells into biological fluids through apoptosis, necrosis, or active release. In patients with non-small-cell lung cancer (NSCLC), ctDNA analysis is being introduced in clinical practice only for advanced disease management. Nevertheless, an interesting and promising field of application is the analysis of ctDNA in the management of early stage non-small-cell lung cancer, both for evaluation before treatment, such as diagnosis and screening, and for prediction of histology or pathological features. Methods: A thorough review of the literature published between 2000 and 2024 was performed on PubMed, utilizing the advanced search feature to narrow down titles and abstracts containing the following keywords: ctDNA, early stage, and NSCLC. A total of 20 studies that met all inclusion criteria were chosen for this review. Results: In this review, we summarize the increasing evidence suggesting that ctDNA has potential clinical applications in the management of patients with early stage NSCLC. ctDNA levels in early stage cancers are very low, posing many technical challenges in improving the detection rate and sensitivity, especially in clinical practice, if it is to be implemented for early detection. Presently, the main limitation of ctDNA experimental and clinical studies, especially in early stage settings, is the lack of definitive standardization and consensus regarding methodology, the absence of systematically validated analyses, and the lack of adoption of sensitive approaches. Conclusions: Possible applications of this analyte open up new fields of diagnosis, treatment, and follow up, which are less invasive and more precise than other approaches currently in use, especially in early stage NSCLC patients.
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Affiliation(s)
- Carolina Sassorossi
- Thoracic Surgery, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy; (M.C.); (A.C.); (D.N.); (S.M.); (F.L.)
| | - Jessica Evangelista
- Thoracic Surgery, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy; (M.C.); (A.C.); (D.N.); (S.M.); (F.L.)
| | - Alessio Stefani
- Medical Oncology, Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.S.); (E.B.)
| | - Marco Chiappetta
- Thoracic Surgery, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy; (M.C.); (A.C.); (D.N.); (S.M.); (F.L.)
- Thoracic Surgery Unit, University “Magna Graecia”, 88100 Catanzaro, Italy
| | - Antonella Martino
- Radiotherapy Unit, A. Gemelli University Hospital Foundation IRCCS, 00168 Rome, Italy;
| | - Annalisa Campanella
- Thoracic Surgery, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy; (M.C.); (A.C.); (D.N.); (S.M.); (F.L.)
| | - Elisa De Paolis
- Departmental Unit of Molecular and Genomic Diagnostics, Genomics Research Core Facility, Gemelli Science and Technology Park (GSTeP), Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (E.D.P.); (A.M.)
- Clinical Chemistry, Biochemistry and Molecular Biology Operations (UOC), Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy;
| | - Dania Nachira
- Thoracic Surgery, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy; (M.C.); (A.C.); (D.N.); (S.M.); (F.L.)
- Thoracic Surgery Unit, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Marzia Del Re
- Department of Faculty Medicine, Saint Camillus International University of Medical and Health Sciences, 00131 Rome, Italy;
| | - Francesco Guerrera
- Department of Cardio-Thoracic and Vascular Surgery, Azienda Ospedaliera-Universitaria Città Della Salute e Della Scienza di Torino, 10126 Torino, Italy;
- Department of Surgical Sciences, University of Torino, 10126 Torino, Italy
| | - Luca Boldrini
- Department of Radiology, Radiotherapy and Hematology, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy;
| | - Andrea Urbani
- Clinical Chemistry, Biochemistry and Molecular Biology Operations (UOC), Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy;
- Department of Basic Biotechnological Sciences, Intensivological and Perioperative Clinics, Catholic University of Sacred Heart, 00168 Rome, Italy
| | - Stefano Margaritora
- Thoracic Surgery, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy; (M.C.); (A.C.); (D.N.); (S.M.); (F.L.)
- Thoracic Surgery Unit, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Angelo Minucci
- Departmental Unit of Molecular and Genomic Diagnostics, Genomics Research Core Facility, Gemelli Science and Technology Park (GSTeP), Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (E.D.P.); (A.M.)
| | - Emilio Bria
- Medical Oncology, Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.S.); (E.B.)
- UOC Oncologia Medica, Isola Tiberina Gemelli Isola, 00186 Rome, Italy
| | - Filippo Lococo
- Thoracic Surgery, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 00168 Rome, Italy; (M.C.); (A.C.); (D.N.); (S.M.); (F.L.)
- Thoracic Surgery Unit, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
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Gibbs P, Abubaker K, Wang D, Feng Z, Hamad J, Liao J, Stroh C, Vlassak S, Heinrich K, Khattak A, Scheuenpflug J. Clinical Impact of Sub-Clonal RAS/BRAF Alterations in Liquid Biopsies From Patients With Advanced or Metastatic CRC. Clin Colorectal Cancer 2025:S1533-0028(25)00031-3. [PMID: 40374470 DOI: 10.1016/j.clcc.2025.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 03/20/2025] [Accepted: 03/22/2025] [Indexed: 05/17/2025]
Abstract
INTRODUCTION Colorectal cancer (CRC), a global health concern, requires effective treatments. Anti-epidermal growth factor receptor (anti-EGFR) monoclonal antibodies are used for RAS wild-type and BRAFV600 mutation-negative metastatic CRC (mCRC) but are not indicated for RAS mutant CRC. Evidence suggests CRC patients with sub-clonal RAS/BRAF mutations in tumor tissue may benefit from anti-EGFRs. We assessed the outcomes of patients with sub-clonal RAS/BRAF mutated advanced/mCRC receiving anti-EGFRs using liquid-based GuardantINFORM real-world clinical-genomic analysis. PATIENTS AND METHODS GuardantINFORM analyzed US patients with advanced CRC with BRAFV600/KRAS/NRAS mutations who received anti-EGFR therapies within 90 days after a Guardant360 test. Primary endpoints were time-to-next treatment (TTNT) and overall survival (OS) (compared across RAS/BRAF mutation clonality cut-offs of 0.3-0.8 using the Cox proportional hazards model). RESULTS In GuardantINFORM, 446 patients initiated anti-EGFR therapy within 90 days after the Guardant360 test, and 11%, 9%, and 1% had BRAFV600E, KRAS, or NRAS mutations, respectively; median distribution of RAS/BRAF clonality was 0.84 (IQR, 0.57-1.00). The data show that patients harboring sub-clonal RAS/BRAF mutations benefited from anti-EGFR therapy to a degree similar to patients without RAS/BRAF mutations. For cut-offs of 0.3 to 0.8, sub-clonal RAS/BRAF had similar TTNT to patients without RAS/BRAF mutations, while clonal RAS/BRAF had a significantly shorter TTNT. For cut-offs of 0.3 to 0.7, sub-clonal RAS/BRAF had similar OS to RAS/BRAF mutations not detected, while clonal RAS/BRAF had a significantly shorter OS. CONCLUSION Consistent with tumor tissue biopsy data, patients with CRC harboring sub-clonal RAS/BRAF mutations as assessed by liquid biopsy may derive benefit from anti-EGFR therapy, warranting further investigation.
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Affiliation(s)
- Peter Gibbs
- Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria, Australia
| | - Khalid Abubaker
- Companion Diagnostics & Biomarker Strategy, Clinical Measurement Sciences, Global Research & Development, the healthcare business of Merck KGaA, Darmstadt, Germany
| | - Danyi Wang
- Clinical Genomics, Clinical Biomarkers & Technologies, Clinical Measurement Sciences, Global Research & Development, EMD Serono, Billerica, MA
| | - Zheng Feng
- Clinical Genomics, Clinical Biomarkers & Technologies, Clinical Measurement Sciences, Global Research & Development, EMD Serono, Billerica, MA
| | - Jawad Hamad
- Global Oncology Medical Unit, the healthcare business of Merck KGaA, Darmstadt, Germany
| | - Jiemin Liao
- Department of Outcomes and Evidence, Guardant Health Inc., Redwood City, CA
| | - Christopher Stroh
- Companion Diagnostics & Biomarker Strategy, Clinical Measurement Sciences, Global Research & Development, the healthcare business of Merck KGaA, Darmstadt, Germany
| | - Soetkin Vlassak
- Global Oncology Medical Unit, the healthcare business of Merck KGaA, Darmstadt, Germany
| | - Kathrin Heinrich
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
| | - Adnan Khattak
- Fiona Stanley Hospital and Edith Cowan University, Perth, Western Australia, Australia
| | - Juergen Scheuenpflug
- Clinical Measurement Sciences, Global Research & Development, the healthcare business of Merck KGaA, Darmstadt, Germany.
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Bogdanska W, Paik PK. From knowledge to action: The journey toward targeting the MET pathway via MET exon 14 skipping. Cancer 2025; 131 Suppl 1:e35782. [PMID: 40172182 DOI: 10.1002/cncr.35782] [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: 08/13/2024] [Revised: 10/21/2024] [Accepted: 11/15/2024] [Indexed: 04/04/2025]
Abstract
Targeted therapies have radically altered the prognosis of patients with non-small cell lung cancer (NSCLC). Although the MET pathway was characterized in 1984, the treatment paradigm for patients with MET alterations has only recently changed. Genomic alterations in MET are found in 3%-5% of patients with NSCLC, and can include MET exon 14 (METex14) skipping, MET-activating mutations, and MET amplification. These alterations lead to the prolonged activation of the cellular MET receptor and downstream proliferation pathways that drive cell survival and migration. This review explores the history and pathophysiology of the MET pathway by focusing on METex14 skipping, and highlights insights gained since its discovery. Both unsuccessful and successful treatments that have emerged alongside the evolution of next-generation sequencing are examined, as well as current approved therapies and future options that target potential resistance mechanisms.
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Affiliation(s)
- Wiktoria Bogdanska
- Department of Pharmacy, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Paul K Paik
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Department of Medicine, Weill Cornell Medical College, New York, New York, USA
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Li HY, Chang CC, Yang YH, Yao CY, Chia-Hsun Hsieh J, Chang SH. The prospects and limitations of liquid biopsy utilization for clinical practice in Taiwan. THE JOURNAL OF LIQUID BIOPSY 2025; 7:100290. [PMID: 40144458 PMCID: PMC11937291 DOI: 10.1016/j.jlb.2025.100290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2024] [Revised: 02/24/2025] [Accepted: 03/03/2025] [Indexed: 03/28/2025]
Abstract
Objective Liquid biopsy is a promising, non-invasive diagnostic tool for cancer, offering rapid and cost-effective genomic analysis. It provides a less invasive alternative to traditional tissue biopsies, with potential benefits in monitoring disease progression and detecting minimal residual disease (MRD). However, its clinical integration faces challenges, including utility assessment and workflow adaptation. This study evaluates the value of liquid biopsy in Taiwan from a clinical physician's perspective. Methods A survey was conducted with 16 physicians specializing in thoracic medicine and hematologic oncology. Participants responded to a 5-point Likert scale to evaluate the timing of liquid biopsy adoption, willingness to incorporate it into clinical practice, and agreement on its role in managing specific clinical conditions. Results Forty percent of physicians preferred liquid biopsy when tissue samples were unavailable. The inclusion of liquid biopsy under National Health Insurance (NHI) was a key factor in its adoption. Hematologic oncologists showed a stronger preference for liquid biopsy, particularly for MRD testing, compared to their counterparts in thoracic medicine (hematologic oncology vs. thoracic medicine: 4.2 ± 0.83 vs. 3.1 ± 0.60; p value = 0.01). Younger physicians valued turnaround time, while senior physicians prioritized test brand, with a focus on report speed. Conclusion Physicians are generally less inclined to replace tissue biopsies with liquid biopsy, but hematologic oncologists show more flexibility. Test brand plays a role in physician decision-making, and the inclusion of liquid biopsy under NHI coverage is vital for its broader adoption in Taiwan.
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Affiliation(s)
- Huei-Ying Li
- Medical Microbiota Center of the First Core Laboratory, National Taiwan University, Taipei, Taiwan
| | - Chun-Chuan Chang
- Professional Master's Program of Biotechnology Management, National Taiwan University, Taipei, Taiwan
| | - Yu-Hsuan Yang
- Graduate Institute of Medical Genomics and Proteomics, National Taiwan University, Taipei, Taiwan
| | - Chi-Yuan Yao
- Department of Laboratory Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Jason Chia-Hsun Hsieh
- Division of Oncology, Department of Internal Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Shao-Hsuan Chang
- Department of Biomedical Engineering, Chang Gung University, Taoyuan, Taiwan
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Bote-de Cabo H, Siringo M, Conde E, Hernández S, López-Ríos F, Castelo-Loureiro A, García-Lorenzo E, Baena J, Herrera M, Enguita AB, Ruano Y, Zugazagoitia J, Paz-Ares L. Clinical Utility of Combined Tissue and Plasma Next-Generation Sequencing in Patients With Advanced, Treatment-Naïve NSCLC. JTO Clin Res Rep 2025; 6:100778. [PMID: 39996090 PMCID: PMC11849081 DOI: 10.1016/j.jtocrr.2024.100778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 10/02/2024] [Accepted: 11/22/2024] [Indexed: 02/26/2025] Open
Abstract
Introduction Tissue and plasma-based next-generation sequencing (NGS) have complementary roles in patients with advanced NSCLC. Nevertheless, whether there is any added clinical value in combining both methods in the treatment of naïve patients remains unclear. Methods We retrospectively collected clinical and genomic data from 275 patients with treatment-naïve advanced NSCLC who had undergone plasma-based NGS at diagnosis in our institution. We analyzed patient data in two separate cohorts, each assessed with a different plasma-based NGS method: cohort 1 (n = 127, Guardant360), and cohort 2 (n = 148, FoundationACT/FoundationOne Liquid CDx). Ninety-five patients (75%) in cohort 1 and 108 patients (73%) in cohort 2 underwent concurrent amplicon-based tissue NGS testing locally. Results Forty-three patients in cohort 1 (34%) and 49 patients in cohort 2 (33%) harbored European Society for Medical Oncology Scale for Clinical Actionability of Molecular Targets (ESCAT) I or II targetable driver alterations. The addition of orthogonal biopsy (tissue to liquid, or liquid to tissue) offered no relevant clinical value in cases with ESCAT I or II targetable drivers already detected by one method. In contrast, adding orthogonal biopsy incremented the detection of ESCAT I or II targetable drivers not only in cases with uninformative testing (undetectable circulating tumor DNA, unavailable/inadequate tissue) but also in about 5% of the patients with seemingly informative but driver undetected molecular results. The prevalence of ESCAT I or II targetable drivers in plasma was significantly higher in patients with adenocarcinoma, 20 pack-year or less smoking history, and abdominal metastases. Conclusions Our study suggests that the addition of sequential orthogonal biopsy should be considered whenever an ESCAT I or II targetable driver has not been detected by the initial method, including cases with seemingly informative molecular analysis.
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Affiliation(s)
- Helena Bote-de Cabo
- Department of Medical Oncology, 12 de Octubre University Hospital, Madrid, Spain
- Tumor Microenvironment and Immunotherapy Research Group, Instituto de Investigación del Hospital 12 de Octubre (i+12), Madrid, Spain
- Lung Cancer Clinical Research Group, Spanish National Cancer Research Center (CNIO), Madrid, Spain
- Complutense University, Madrid, Spain
| | - Marco Siringo
- Department of Medical Oncology, Sapienza University of Rome, Italy
| | - Esther Conde
- Complutense University, Madrid, Spain
- Department of Pathology, 12 de Octubre University Hospital, Madrid, Spain
- Instituto de Investigación del Hospital 12 de Octubre (i+12), Madrid, Spain
- CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Susana Hernández
- Department of Pathology, 12 de Octubre University Hospital, Madrid, Spain
- Instituto de Investigación del Hospital 12 de Octubre (i+12), Madrid, Spain
| | - Fernando López-Ríos
- Complutense University, Madrid, Spain
- Department of Pathology, 12 de Octubre University Hospital, Madrid, Spain
- Instituto de Investigación del Hospital 12 de Octubre (i+12), Madrid, Spain
- CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | | | - Esther García-Lorenzo
- START Madrid-FJD, Early Phase Clinical Trials Unit, Fundación Jiménez Díaz University Hospital, Madrid, Spain
| | - Javier Baena
- Department of Medical Oncology, 12 de Octubre University Hospital, Madrid, Spain
- Tumor Microenvironment and Immunotherapy Research Group, Instituto de Investigación del Hospital 12 de Octubre (i+12), Madrid, Spain
- Lung Cancer Clinical Research Group, Spanish National Cancer Research Center (CNIO), Madrid, Spain
- Complutense University, Madrid, Spain
| | - Mercedes Herrera
- Department of Medical Oncology, 12 de Octubre University Hospital, Madrid, Spain
- Tumor Microenvironment and Immunotherapy Research Group, Instituto de Investigación del Hospital 12 de Octubre (i+12), Madrid, Spain
- Lung Cancer Clinical Research Group, Spanish National Cancer Research Center (CNIO), Madrid, Spain
- Complutense University, Madrid, Spain
| | - Ana Belén Enguita
- Department of Pathology, 12 de Octubre University Hospital, Madrid, Spain
| | - Yolanda Ruano
- Department of Pathology, 12 de Octubre University Hospital, Madrid, Spain
| | - Jon Zugazagoitia
- Department of Medical Oncology, 12 de Octubre University Hospital, Madrid, Spain
- Tumor Microenvironment and Immunotherapy Research Group, Instituto de Investigación del Hospital 12 de Octubre (i+12), Madrid, Spain
- Lung Cancer Clinical Research Group, Spanish National Cancer Research Center (CNIO), Madrid, Spain
- Complutense University, Madrid, Spain
- CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Luis Paz-Ares
- Department of Medical Oncology, 12 de Octubre University Hospital, Madrid, Spain
- Lung Cancer Clinical Research Group, Spanish National Cancer Research Center (CNIO), Madrid, Spain
- Complutense University, Madrid, Spain
- CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
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Huebner H, Wimberger P, Laakmann E, Ruckhäberle E, Ruebner M, Lehle S, Uhrig S, Ziegler P, Link T, Hack CC, Belleville E, Faull I, Hausch M, Wallwiener D, Schneeweiss A, Tesch H, Brucker SY, Beckmann MW, Fasching PA, Müller V, Fehm TN. Cell-free tumor DNA analysis in advanced or metastatic breast cancer patients: mutation frequencies, testing intention, and clinical impact. PRECISION CLINICAL MEDICINE 2025; 8:pbae034. [PMID: 39839709 PMCID: PMC11748133 DOI: 10.1093/pcmedi/pbae034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2024] [Revised: 12/11/2024] [Accepted: 12/12/2024] [Indexed: 01/23/2025] Open
Abstract
Background Circulating cell-free tumor DNA (ctDNA) provides a non-invasive approach for assessing somatic alterations. The German PRAEGNANT registry study aims to explore molecular biomarkers and investigate their integration into clinical practice. In this context, ctDNA testing was included to understand the motivations of clinicians to initiate testing, to identify somatic alterations, and to assess the clinical impact of the results obtained. Methods Patients with advanced/metastatic breast cancer were prospectively enrolled in the Prospective Academic Translational Research Network for the Optimization of Oncological Health Care Quality in the Adjuvant and Advanced/Metastatic Setting (PRAEGNANT study; NCT02338167). The FDA-approved and CE-marked GUARDANT360 CDx test was used to assess somatic alterations. A ctDNA-analysis report was provided to the treating physician along with a questionnaire about the intent for testing and the clinical implications of test results. Results ctDNA from 49 patients was analyzed prospectively: 37 (76%) had at least one somatic alteration in the analyzed geneset; 14 patients (29%) harbored alterations in TP53, 12 (24%) in PIK3CA, and 6 (12%) in ESR1. Somatic mutations in BRCA1 or BRCA2 were detected in 3 (6%) and 4 (8%) patients, respectively, and 59% of patients had hormone receptor-positive, human epidermal growth factor receptor 2-negative breast cancer. Questionnaires regarding test intentions and clinical impact were completed for 48 (98%) patients. These showed that ctDNA testing influenced treatment decisions for 35% of patients. Discussion The high prevalence of somatic alterations in TP53, PIK3CA, ESR1, and BRCA1/2 genes, identified by ctDNA genotyping, highlights their potential as biomarkers for targeted therapies. Detection of specific mutations affected treatment decisions, such as eligibility for alpelisib, and might further facilitate treatment with e.g. elacestrant or capiversatib in future treatment lines.
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Affiliation(s)
- Hanna Huebner
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | - Pauline Wimberger
- Department of Gynecology and Obstetrics, Carl Gustav Carus Faculty of Medicine and University Hospital, Dresden, TU 01307, Germany
- National Center for Tumor Diseases (NCT), Dresden 01307, Germany; German Cancer Research Center (DKFZ), Heidelberg 69120, Germany; Carl Gustav Carus Faculty of Medicine and University Hospital, Dresden, TU 01307, Germany; Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden 01307, Germany
- German Cancer Consortium (DKTK), Dresden 01307, Germany; German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - Elena Laakmann
- Department of Gynecology, Hamburg-Eppendorf University Medical Center, Hamburg 20246, Germany
| | - Eugen Ruckhäberle
- Department of Gynecology and Obstetrics, CIO ABCD, University Hospital Düsseldorf, Düsseldorf 40225, Germany
| | - Matthias Ruebner
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | - Sarah Lehle
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | - Sabrina Uhrig
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | - Philipp Ziegler
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | - Theresa Link
- Department of Gynecology and Obstetrics, Carl Gustav Carus Faculty of Medicine and University Hospital, Dresden, TU 01307, Germany
- National Center for Tumor Diseases (NCT), Dresden 01307, Germany; German Cancer Research Center (DKFZ), Heidelberg 69120, Germany; Carl Gustav Carus Faculty of Medicine and University Hospital, Dresden, TU 01307, Germany; Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden 01307, Germany
- German Cancer Consortium (DKTK), Dresden 01307, Germany; German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - Carolin C Hack
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | | | - Iris Faull
- Guardant Health, Inc., Redwood City, CA 94063, USA
| | | | - Diethelm Wallwiener
- Department of Obstetrics and Gynecology, University of Tübingen, Tübingen 72076, Germany
| | - Andreas Schneeweiss
- National Center for Tumor Diseases, Heidelberg University Hospital, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - Hans Tesch
- Oncology Practice at Bethanien Hospital Frankfurt, Frankfurt am Main 60389, Germany
| | - Sara Y Brucker
- Department of Obstetrics and Gynecology, University of Tübingen, Tübingen 72076, Germany
| | - Matthias W Beckmann
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | - Peter A Fasching
- Department of Gynecology and Obstetrics, Erlangen University Hospital, Comprehensive Cancer Center Erlangen-EMN, Friedrich Alexander University of Erlangen–Nuremberg, Erlangen 91054, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen 91054, Germany
| | - Volkmar Müller
- Department of Gynecology, Hamburg-Eppendorf University Medical Center, Hamburg 20246, Germany
| | - Tanja N Fehm
- Department of Gynecology and Obstetrics, CIO ABCD, University Hospital Düsseldorf, Düsseldorf 40225, Germany
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Hadd AG, Silvestro A, McKelvey BA, Baden J, Bormann Chung C, Brown B, Cruz‐Guilloty F, Godsey J, Jones G, Lin CJ, Lopez Ramos D, Norton D, Palomares MR, Pena C, Rich T, Rodriguez A, Stewart M, Merino Vega D, Leiman LC. Establishing a Common Lexicon for Circulating Tumor DNA Analysis and Molecular Residual Disease: Insights From the BLOODPAC Consortium. Clin Transl Sci 2025; 18:e70185. [PMID: 40070025 PMCID: PMC11897061 DOI: 10.1111/cts.70185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 02/12/2025] [Accepted: 02/19/2025] [Indexed: 03/15/2025] Open
Abstract
The use of a liquid biopsy to assess molecular residual disease (MRD) of solid tumors holds significant promise for improving outcomes for patients with cancer. Liquid biopsies are a minimally invasive approach for the identification of circulating tumor biomarkers through a simple blood sample. Assays capable of detecting MRD through analysis of circulating tumor DNA (ctDNA) are rapidly evolving for clinical study applications and therapeutic interventions. To address these opportunities, BLOODPAC-a multi-disciplinary consortium representing stakeholders from public, industry, academia, and regulatory agencies-formulated a lexicon that provides a shared framework and clear definitions using liquid biopsies for solid tumor MRD with an emphasis on ctDNA detection. The terms in the lexicon are categorized under general MRD, ctDNA testing methodologies, reporting results, and acquisition timepoints, including examples of current and potential clinical use cases for MRD tests. The overall goal is to provide a unified language and approaches to solid tumor MRD to advance applications of these technologies, allow data aggregation to strengthen future evidence, and facilitate regulatory approvals, leading to the use of liquid biopsy as an early endpoint in clinical trials. We believe that a common set of terminology and methods for solid tumor MRD can improve understanding and appropriate use of testing, accelerate clinical development, and improve outcomes for cancer patients.
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Rimassa L, Lamarca A, O'Kane GM, Edeline J, McNamara MG, Vogel A, Fassan M, Forner A, Kendall T, Adeva J, Casadei-Gardini A, Fornaro L, Hollebecque A, Lowery MA, Macarulla T, Malka D, Mariamidze E, Niger M, Ustav A, Bridgewater J, Macias RI, Braconi C. New systemic treatment paradigms in advanced biliary tract cancer and variations in patient access across Europe. THE LANCET REGIONAL HEALTH. EUROPE 2025; 50:101170. [PMID: 40093395 PMCID: PMC11910789 DOI: 10.1016/j.lanepe.2024.101170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Revised: 11/22/2024] [Accepted: 11/25/2024] [Indexed: 03/19/2025]
Abstract
In recent years, treatment options for patients with advanced biliary tract cancer (BTC) have increased significantly due to the positive results from phase 2/3 clinical trials of immune checkpoint inhibitors, combined with chemotherapy, and molecularly targeted agents. These advances have led to the need for molecular testing to identify actionable alterations and patients amenable to targeted therapies. However, these improvements have brought with them many questions and challenges, including the identification of resistance mechanisms and therapeutic sequences. In this Series paper we aim to provide an overview of the current systemic treatment options for patients with BTC, highlighting disparities in access to innovative treatments and molecular testing across European countries, which lead to inequalities in the possibilities of treating patients with advanced BTC. We also discuss how ongoing European collaborative projects, such as the COST Action Precision-BTC-Network CA22125, supported by COST (European Cooperation in Science and Technology), linked to the European Network for the Study of Cholangiocarcinoma (ENSCCA), can help overcome these disparities and improve the current scenario.
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Affiliation(s)
- Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, Milan, 20072, Italy
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Via A. Manzoni 56, Rozzano, Milan, 20089, Italy
| | - Angela Lamarca
- Department of Medical Oncology, Oncohealth Institute, Instituto de Investigación Sanitaria de la Fundación Jiménez Díaz, Fundación Jimenez Diaz University Hospital, Avda Reyes Católicos 2, Madrid, 28040, Spain
| | - Grainne M. O'Kane
- University College Dublin, Belfield, Dublin 4, Ireland
- Department of Medical Oncology, St. Vincent's University Hospital, Elm Park, Dublin 4, Ireland
| | - Julien Edeline
- INSERM, Department of Medical Oncology, University Rennes, CLCC Eugène Marquis, COSS [(Chemistry Oncogenesis Stress Signaling)] – UMR_S 1242, Rennes, F-35000, France
| | - Mairéad G. McNamara
- Division of Cancer Sciences, University of Manchester & Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, M20 4BX, UK
| | - Arndt Vogel
- Toronto General Hospital, UHN, 200 Elizabeth Street, Toronto, ON, M5G 2C4, Canada
- Princess Margaret Cancer Centre, 610 University Ave, Toronto, ON, M5G 2M9, Canada
- Hannover Medical School, Carl-Neuberg Str. 1, Hannover, 30659, Germany
| | - Matteo Fassan
- Department of Medicine (DIMED), University of Padua, Via Gabelli 61, Padua, 35121, Italy
- Veneto Institute of Oncology (IOV-IRCCS), Via Gattamelata 64, Padua, 35128, Italy
| | - Alejandro Forner
- Liver Unit, Barcelona Clinic Liver Cancer (BCLC) Group, ICMDM, Hospital Clinic IDIBAPS, University of Barcelona, Villarroel 170, Barcelona, 08036, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Av. Monforte de Lemos, 3-5, Madrid, 28029, Spain
| | - Timothy Kendall
- Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, 5 Little France Drive, Edinburgh, EH16 4UU, UK
- Edinburgh Pathology, University of Edinburgh, 51 Little France Crescent, Edinburgh, EH16 4SA, UK
- CRUK Scotland Cancer Centre, Switchback Rd, Glasgow, G61 1BD, UK
| | - Jorge Adeva
- Department of Medical Oncology, Hospital Universitario 12 de Octubre, Av. de Córdoba, s/n, Usera, Madrid, 28041, Spain
| | - Andrea Casadei-Gardini
- Department of Oncology, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute Hospital, Via Olgettina 60, Milan, 20132, Italy
| | - Lorenzo Fornaro
- Medical Oncology 2 Unit, Azienda Ospedaliero-Universitaria Pisana, Via Roma 67, Pisa, 56126, Italy
| | - Antoine Hollebecque
- Département de Médecine Oncologique, Gustave Roussy, 114 Rue Edouard Vaillant, Villejuif, F-94805, France
| | - Maeve A. Lowery
- Trinity St James Cancer Institute, Trinity College Dublin, College Green, Dublin 2, Ireland
| | - Teresa Macarulla
- Vall d'Hebrón Institute of Oncology (VHIO), Vall d'Hebrón University Hospital, Centre Cellex, Carrer de Natzaret, 115-117, Barcelona, 08035, Spain
| | - David Malka
- Department of Medical Oncology, Institut Mutualiste Montsouris, 42 Boulevard Jourdan, Paris, 75014, France
| | - Elene Mariamidze
- Department of Oncology and Hematology, Todua Clinic, Tevdore Mgvdeli #13, Tbilisi, 0112, Georgia
| | - Monica Niger
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Via Venezian 1, Milan, 20133, Italy
| | - Anu Ustav
- Clinic of Oncology, North-Estonian Medical Centre, Sytiste Rd 19, Tallinn, 13419, Estonia
| | | | - Rocio I.R. Macias
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Av. Monforte de Lemos, 3-5, Madrid, 28029, Spain
- Experimental Hepatology and Drug Targeting (HEVEPHARM) Group, University of Salamanca, IBSAL, CIBERehd, Campus M. Unamuno s/n, Salamanca, 37007, Spain
| | - Chiara Braconi
- CRUK Scotland Cancer Centre, Switchback Rd, Glasgow, G61 1BD, UK
- School of Cancer Sciences, University of Glasgow, Switchback Rd, Glasgow, G61 1QH, UK
- Beatson West of Scotland Cancer Centre, 1053 Great Western Rd, Glasgow, G12 0YN, UK
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Shah A, Apple J, Aslam S, Engel-Nitz NM, Le L, Terpenning M. Complications, Costs, and Health Care Resource Use with Tissue Biopsy Followed by Liquid Biopsy Versus Tissue Re-biopsy in Patients With Newly Diagnosed Metastatic Nonsmall-cell Lung Cancer. Am J Clin Oncol 2025; 48:127-135. [PMID: 39498908 PMCID: PMC11837954 DOI: 10.1097/coc.0000000000001155] [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: 11/07/2024]
Abstract
OBJECTIVES We compared complications, costs, and health care resource utilization (HCRU) of patients with newly diagnosed metastatic nonsmall-cell lung cancer (mNSCLC) who had a tissue biopsy followed by either liquid biopsy (TFLB) (identified with a novel algorithm) or tissue re-biopsy (TRB). METHODS This claims-based retrospective analysis included commercial and Medicare Advantage members in the Optum Research Database with mNSCLC (January 2017 to June 2021) and ≥2 tissue biopsy claims (7 to 90 d apart) (TRB) or ≥1 tissue and ≥1 liquid biopsy claim within 90 days (TFLB). Patients in the TFLB group were matched 1:1 to patients in the TRB group using propensity score matching. Surgical biopsy-related complications and complication-related and all-cause medical costs and HCRU during the 6-month follow-up were compared. RESULTS Both groups had 235 patients post-match. During the follow-up, the surgical biopsy-related complication rate was lower in the TFLB group than the TRB group (65.1% [153/235] vs. 84.7% [199/235], P <0.001). Mean complication-related medical costs were significantly lower with TFLB ($8494 vs. $19,741, P <0.001) during the follow-up; mean (SD) duration of complication-related inpatient stays was significantly lower with TFLB (3.5 [7.0] vs. 6.6 [13.3] d, P =0.002). Mean all-cause medical costs were not significantly different between the groups; the TFLB group had fewer all-cause inpatient stays, inpatient days, and outpatient visits. CONCLUSIONS Multiple tissue biopsy procedures may be associated with significantly higher biopsy complication rates, higher complication-related medical costs, and longer complication-related inpatient stays than TFLB. All-cause medical costs were similar between groups.
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Affiliation(s)
- Anne Shah
- AstraZeneca Pharmaceuticals, PLC, Gaithersburg, MD
| | - Jon Apple
- AstraZeneca Pharmaceuticals, PLC, Gaithersburg, MD
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Liu M, Mu T, Gu J, Xu M, Chen S. The Method of Minimal Residual Disease Detection With Circulating Tumor DNA and Its Clinical Applications in Colorectal Cancer. Cancer Rep (Hoboken) 2025; 8:e70167. [PMID: 40033897 PMCID: PMC11876780 DOI: 10.1002/cnr2.70167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 02/09/2025] [Accepted: 02/13/2025] [Indexed: 03/05/2025] Open
Abstract
BACKGROUND Colorectal cancer (CRC) remains a significant health concern in the world. The existing standard of care guidelines for CRC surveillance fall short of effectively and timely detecting recurrence or metastasis. RECENT FINDINGS In recent years, circulating tumor DNA (ctDNA) has emerged as a promising material for minimal residual disease (MRD) detection. In this article, we provide an exhaustive review of the methods utilized for MRD detection via ctDNA, present evidence supporting the potential of ctDNA MRD as a valuable biomarker in clinical applications, and engage in a discussion regarding ongoing ctDNA MRD-based clinical trials in CRC. Finally, we offer insights into future prospects of ctDNA-based MRD methodological advancements and clinical research. CONCLUSION It is foreseeable that more sensitive, flexible, and economical MRD detection methods will emerge with the deeper research on cell-free DNA (cfDNA) genomics, fragmentomics, methylomes, and nucleosome imprinting. At the same time, MRD-guided intervention studies will evolve for revolutionizing the treatment paradigm of CRC.
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Affiliation(s)
- Ming Liu
- HaploX BiotechnologyShenzhenChina
| | | | - Jia Gu
- Faculty of Data ScienceCity University of MacauMacauChina
| | | | - Shifu Chen
- HaploX BiotechnologyShenzhenChina
- Faculty of Data ScienceCity University of MacauMacauChina
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Normanno N, Morabito A, Rachiglio AM, Sforza V, Landi L, Bria E, Delmonte A, Cappuzzo F, De Luca A. Circulating tumour DNA in early stage and locally advanced NSCLC: ready for clinical implementation? Nat Rev Clin Oncol 2025; 22:215-231. [PMID: 39833354 DOI: 10.1038/s41571-024-00985-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/20/2024] [Indexed: 01/22/2025]
Abstract
Circulating tumour DNA (ctDNA) can be released by cancer cells into biological fluids through apoptosis, necrosis or active release. In patients with non-small-cell lung cancer (NSCLC), ctDNA levels correlate with clinical and pathological factors, including histology, tumour size and proliferative status. Currently, ctDNA analysis is recommended for molecular profiling in patients with advanced-stage NSCLC. In this Review, we summarize the increasing evidence suggesting that ctDNA has potential clinical applications in the management of patients with early stage and locally advanced NSCLC. In those with early stage NSCLC, detection of ctDNA before and/or after surgery is associated with a greater risk of disease recurrence. Longitudinal monitoring after surgery can further increase the prognostic value of ctDNA testing and enables detection of disease recurrence earlier than the assessment of clinical or radiological progression. In patients with locally advanced NSCLC, the detection of ctDNA after chemoradiotherapy is also associated with a greater risk of disease progression. Owing to the limited number of patients enrolled and the different technologies used for ctDNA testing in most of the clinical studies performed thus far, their results are not sufficient to currently support the routine clinical use of ctDNA monitoring in patients with early stage or locally advanced NSCLC. Therefore, we discuss the need for interventional studies to provide evidence for implementing ctDNA testing in this setting.
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Affiliation(s)
- Nicola Normanno
- Scientific Directorate, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
| | - Alessandro Morabito
- Thoracic Department, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Napoli, Italy
| | - Anna Maria Rachiglio
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Napoli, Italy
| | - Vincenzo Sforza
- Thoracic Department, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Napoli, Italy
| | - Lorenza Landi
- Clinical Trials Center: Phase 1 and Precision Medicine, IRCCS "Regina Elena" National Cancer Institute, Rome, Italy
| | - Emilio Bria
- Medical Oncology Unit, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy
- Medical Oncology, Ospedale Isola Tiberina Gemelli Isola, Roma, Italy
| | - Angelo Delmonte
- Medical Oncology Department, IRCCS IRST "Dino Amadori", Meldola, Italy
| | - Federico Cappuzzo
- Division of Medical Oncology 2, IRCCS "Regina Elena" National Cancer Institute, Rome, Italy
| | - Antonella De Luca
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Napoli, Italy
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Ursekar R, Chaubal R, Gandhi KA, Talker E, Chitra J, Raja A, Mukhare RS, Singh A, Kadam A, Madhav M, Pandey S, Gupta S. Circulating tumour DNA as a promising biomarker for breast cancer diagnosis & treatment monitoring. Indian J Med Res 2025; 161:267-277. [PMID: 40347499 PMCID: PMC12066141 DOI: 10.25259/ijmr_1291_2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Accepted: 01/31/2025] [Indexed: 05/14/2025] Open
Abstract
Breast cancer contributes a large fraction to mortality among women diagnosed with cancer. It is important to monitor residual disease and extend the lead time to detect relapse in high-risk patients. Minimally invasive techniques that utilise circulating biomarkers are being explored for their potential in diagnosis, prognosis, and disease monitoring of breast cancer. Circulating biomarkers have been investigated as tools for breast cancer diagnosis, prognosis, prediction, and monitoring of therapeutic response and resistance. Among these, circulating tumour cells and cell-free plasma DNA (cfDNA) derived from tumour cells (circulating tumour DNA i.e. ctDNA) have been integrated into clinical trial designs. Among all circulating biomarkers, ctDNA stands out as a promising biomaterial with great potential as it is thought to mirror the tumour's evolution. However, its clinical utilisation is hampered mainly by gaps in knowledge of its biological properties and specific characteristics. The development of robust and standardised methods for assessing circulating biomarkers is essential for realising the potential of personalised medicine. This review aims to summarise the characteristics of ctDNA and its role in breast cancer, drawing from both basic and translational research to provide insights into its clinical application. This review suggests that ctDNA has the potential to be a non-invasive, real-time surrogate for tumour tissue-based biomarkers. In conclusion, circulating biomarkers have the potential to revolutionise breast cancer diagnosis, prognosis, and treatment monitoring, but the development of standardised methods for their assessment is essential. ctDNA, in particular, shows great promise as a liquid biopsy tool, but further research is needed to understand its biology and ensure its clinical utility fully.
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Affiliation(s)
- Riddhi Ursekar
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in Cancer, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Rohan Chaubal
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in Cancer, Tata Memorial Centre, Mumbai, Maharashtra, India
- Homi Bhabha National Institute, Training School Complex, Mumbai, Maharashtra, India
- Department of Surgical Oncology, Tata Memorial Hospital, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Khushboo A. Gandhi
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in Cancer, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Elizabeth Talker
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in Cancer, Tata Memorial Centre, Mumbai, Maharashtra, India
- Department of Medical Oncology, Tata Memorial Hospital, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Jaya Chitra
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in Cancer, Tata Memorial Centre, Mumbai, Maharashtra, India
- Department of Surgical Oncology, Tata Memorial Hospital, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Aishwarya Raja
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in Cancer, Tata Memorial Centre, Mumbai, Maharashtra, India
- Homi Bhabha National Institute, Training School Complex, Mumbai, Maharashtra, India
- Department of Medical Oncology, Tata Memorial Hospital, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Rushikesh Sunil Mukhare
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in Cancer, Tata Memorial Centre, Mumbai, Maharashtra, India
- Homi Bhabha National Institute, Training School Complex, Mumbai, Maharashtra, India
- Department of Medical Oncology, Tata Memorial Hospital, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Ankita Singh
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in Cancer, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Anushree Kadam
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in Cancer, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Mrudula Madhav
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in Cancer, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Shwetali Pandey
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in Cancer, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Sudeep Gupta
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in Cancer, Tata Memorial Centre, Mumbai, Maharashtra, India
- Homi Bhabha National Institute, Training School Complex, Mumbai, Maharashtra, India
- Department of Medical Oncology, Tata Memorial Hospital, Tata Memorial Centre, Mumbai, Maharashtra, India
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Lopci E. Current Status of Staging and Restaging Malignant Pleural Mesothelioma. Semin Nucl Med 2025; 55:240-251. [PMID: 39934006 DOI: 10.1053/j.semnuclmed.2025.01.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2025] [Accepted: 01/21/2025] [Indexed: 02/13/2025]
Abstract
Malignant pleural mesothelioma (MPM) is the most frequent aggressive tumor affecting the pleura, accounting for over 38,000 deaths worldwide. It originates from the mesothelial cells and is mostly associated to asbestos exposure. Depending on the extent of the disease, the management of MPM varies from surgical intervention to a combination of systemic chemotherapy, immunotherapy, and radiation therapy. Major International scientific societies provide continuous updates on proper management of the disease, including recommendations on the optimal imaging algorithms, which are crucial for determining effective treatment options and optimizing clinical outcomes. However, despite the continuous efforts to improve patients' prognosis, median overall survival remains poor, ranging from 8 to 14 months. And even in case of initial response to treatment, local or distant recurrences represent almost a certainty, requiring appropriate imaging for the assessment of tumor sites. The aim of the present article is to illustrate the current status of imaging for staging and restaging of MPM, not forgetting most recent novelties in the diagnostic work-up of the disease.
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Affiliation(s)
- Egesta Lopci
- Nuclear Medicine Unit, IRCCS - Humanitas Research Hospital, Rozzano Milano, Italy.
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Nguyen Phuong L, Salas S, Benzekry S. Computational Modeling for Circulating Cell-Free DNA in Clinical Oncology. JCO Clin Cancer Inform 2025; 9:e2400224. [PMID: 40020203 DOI: 10.1200/cci-24-00224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2024] [Revised: 11/23/2024] [Accepted: 01/10/2025] [Indexed: 05/12/2025] Open
Abstract
PURPOSE Liquid biopsy, specifically circulating cell-free DNA (cfDNA), has emerged as a powerful tool for cancer early diagnosis, prognosis, and treatment monitoring over a wide range of cancer types. Computational modeling (CM) of cfDNA data is essential to harness its full potential for real-time, noninvasive insights into tumor biology, enhancing clinical decision making. DESIGN This work reviews CM-cfDNA methods applied to clinical oncology, emphasizing both machine learning (ML) techniques and mechanistic approaches. The latter integrate biological principles, enabling a deeper understanding of cfDNA dynamics and its relationship with tumor evolution. RESULTS Key findings highlight the effectiveness of CM-cfDNA approaches in improving diagnostic accuracy, identifying prognostic markers, and predicting therapeutic outcomes. ML models integrating cfDNA concentration, fragmentation patterns, and mutation detection achieve high sensitivity and specificity for early cancer detection. Mechanistic models describe cfDNA kinetics, linking them to tumor growth and response to treatment, for example, immune checkpoint inhibitors. Longitudinal data and advanced statistical constructs further refine these models for quantification of interindividual and intraindividual variability. CONCLUSION CM-cfDNA represents a pivotal advancement in precision oncology. It bridges the gap between extensive cfDNA data and actionable clinical insights, supporting its integration into routine cancer care. Future efforts should focus on standardizing protocols, validating models across populations, and exploring hybrid approaches combining ML with mechanistic modeling to improve biological understanding.
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Affiliation(s)
- Linh Nguyen Phuong
- Computational Pharmacology and Clinical Oncology Department, Centre Inria d'Université Côte d'Azur, Cancer Research Centre of Marseille, Paoli Calmettes Institute, Inserm UMR1068, CNRS UMR7258, Aix Marseille University UM105, Marseille, France
| | - Sébastien Salas
- Computational Pharmacology and Clinical Oncology Department, Centre Inria d'Université Côte d'Azur, Cancer Research Centre of Marseille, Paoli Calmettes Institute, Inserm UMR1068, CNRS UMR7258, Aix Marseille University UM105, Marseille, France
- Assistance Publique-Hôpitaux de Marseille, Timone Hospital, Aix Marseille University, Marseille, France
| | - Sébastien Benzekry
- Computational Pharmacology and Clinical Oncology Department, Centre Inria d'Université Côte d'Azur, Cancer Research Centre of Marseille, Paoli Calmettes Institute, Inserm UMR1068, CNRS UMR7258, Aix Marseille University UM105, Marseille, France
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Lee CY, Lee SW, Hsu YC. Drug Resistance in Late-Stage Epidermal Growth Factor Receptor (EGFR)-Mutant Non-Small Cell Lung Cancer Patients After First-Line Treatment with Tyrosine Kinase Inhibitors. Int J Mol Sci 2025; 26:2042. [PMID: 40076686 PMCID: PMC11900297 DOI: 10.3390/ijms26052042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2025] [Revised: 02/06/2025] [Accepted: 02/19/2025] [Indexed: 03/14/2025] Open
Abstract
The development of tyrosine kinase inhibitors (TKIs) for late-stage epidermal growth factor receptor (EGFR)-mutant non-small cell lung cancer (NSCLC) represented a drastic change in the treatment of late-stage lung cancer. Drug resistance develops after a certain period of first-line TKI treatment, which has led to decades of changing treatment guidelines for EGFR-mutant NSCLC. This study discussed the potential mechanisms of drug resistance against first-line TKI treatment and potential successive treatment strategies. Next-generation sequencing (NGS) may play a role in the evaluation of drug resistance in first-line TKI treatment. Emerging combination regimens and ongoing trials were discussed. Potential future strategies for treatment and for the management of drug resistance were proposed in this study.
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Affiliation(s)
- Ching-Yi Lee
- Department of Internal Medicine, Tao Yuan General Hospital, Taoyuan 33004, Taiwan;
- Department of Biomedical Sciences and Engineering, National Central University, Taoyuan 320317, Taiwan
- Department of Nursing, Yuanpei University of Medical Technology, Hsinchu 30015, Taiwan
| | - Shih-Wei Lee
- Department of Internal Medicine, Tao Yuan General Hospital, Taoyuan 33004, Taiwan;
- Department of Nursing, Yuanpei University of Medical Technology, Hsinchu 30015, Taiwan
| | - Yi-Chiung Hsu
- Department of Biomedical Sciences and Engineering, National Central University, Taoyuan 320317, Taiwan
- Center for Astronautical Physics and Engineering, National Central University, Taoyuan 320317, Taiwan
- Department of Medical Research, Cathay General Hospital, Taipei 106438, Taiwan
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Wang HY, Liao WY, Ho CC, Wu SG, Yang CY, Hsu CL, Lin YT, Yang JCH, Shih JY. Enhanced detection of actionable mutations in NSCLC through pleural effusion cell-free DNA sequencing: A prospective study. Eur J Cancer 2025; 217:115224. [PMID: 39799785 DOI: 10.1016/j.ejca.2025.115224] [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: 10/11/2024] [Revised: 12/27/2024] [Accepted: 01/02/2025] [Indexed: 01/15/2025]
Abstract
BACKGROUND Inadequate tumour samples often hinder molecular testing in non-small cell lung cancer (NSCLC). Plasma-based cell-free DNA (cfDNA) sequencing has shown promise in bypassing these tissue limitations. Nevertheless, pleural effusion (PE) samples may offer a richer cfDNA source for mutation detection in patients with malignant PE. METHODS This prospective study enrolled newly diagnosed advanced NSCLC patients with malignant PE. PE samples were collected for cfDNA NGS analysis. Meanwhile, PE cell pellet RNA was extracted for reverse transcription polymerase chain reaction (RT-PCR) for clinically relevant actionable mutations and then confirmed by Sanger sequencing. The concordance between PE cell pellet RT-PCR and PE cfDNA NGS analyses was analysed. RESULTS Fifty patients were enrolled. The median age was 68.5 years, and the female-to-male ratio was 29:21. Most patients (74 %) were non-smokers. Notably, 45/50 patients (90 %) had actionable mutations, including EGFR exon 19 deletions (24 %), EGFR L858R mutations (36 %), HER2 exon20 insertions (10 %), ROS1 rearrangements (4 %), EGFR exon20 insertions (2 %), ALK rearrangements (4 %), RET rearrangements (2 %), KRAS G12C mutations (2 %), and CD74-NRG1 fusions (2 %). Among the 50 enrolled patients, actionable mutations were detected in 44 (88 %) by PE cfDNA NGS, 39 (78 %) by PE cell pellet Sanger sequencing, and 33 (66 %) by clinical tissue genetic testing (P = 0.031). The detection of actionable mutations from PE cfDNA NGS remained consistently high across M1a to M1c stages. CONCLUSIONS PE cfDNA genotyping has clinical applicability for NSCLC patients and can serve as an additional source for molecular testing. Incorporating PE NGS cfDNA analysis into genetic testing enhances diagnostic yield and aids in identifying actionable mutations in clinical practice.
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Affiliation(s)
- Hsin-Yi Wang
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, National Taiwan University Hospital Yunlin Branch, No. 579, Section 2, Yunlin Rd., Yunlin County, Douliu City 640, Taiwan; Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, No. 1, Section 4, Roosevelt Rd., Taipei, Taiwan
| | - Wei-Yu Liao
- Department of Internal Medicine, National Taiwan University Hospital, No. 7, Chung-Shan South Road, Zhongzheng Dist., Taipei City 100, Taiwan
| | - Chao-Chi Ho
- Department of Internal Medicine, National Taiwan University Hospital, No. 7, Chung-Shan South Road, Zhongzheng Dist., Taipei City 100, Taiwan
| | - Shang-Gin Wu
- National Taiwan University Cancer Centre, Taipei City 106, Taiwan
| | - Ching-Yao Yang
- Department of Internal Medicine, National Taiwan University Hospital, No. 7, Chung-Shan South Road, Zhongzheng Dist., Taipei City 100, Taiwan
| | - Chia-Lin Hsu
- Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, Taiwan
| | - Yen-Ting Lin
- National Taiwan University Cancer Centre, Taipei City 106, Taiwan
| | | | - Jin-Yuan Shih
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, No. 1, Section 4, Roosevelt Rd., Taipei, Taiwan; Department of Internal Medicine, National Taiwan University Hospital, No. 7, Chung-Shan South Road, Zhongzheng Dist., Taipei City 100, Taiwan.
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Witz A, Dardare J, Betz M, Michel C, Husson M, Gilson P, Merlin JL, Harlé A. Homologous recombination deficiency (HRD) testing landscape: clinical applications and technical validation for routine diagnostics. Biomark Res 2025; 13:31. [PMID: 39985088 PMCID: PMC11846297 DOI: 10.1186/s40364-025-00740-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Accepted: 02/04/2025] [Indexed: 02/24/2025] Open
Abstract
The use of poly(ADP-ribose) polymerase inhibitors (PARPi) revolutionized the treatment of BRCA-mutated cancers. Identifying patients exhibiting homologous recombination deficiency (HRD) has been proved useful to predict PARPi efficacy. However, obtaining HRD status remains an arduous task due to its evolution over the time. This causes HRD status to become obsolete when obtained from genomic scars, rendering PARPi ineffective for these patients. Only two HRD tests are currently FDA-approved, both based on genomic scars detection and BRCA mutations testing. Nevertheless, new technologies for obtaining an increasingly reliable HRD status continue to evolve. Application of these tests in clinical practice is an additional challenge due to the need for lower costs and shorter time to results delay.In this review, we describe the currently available methods for HRD testing, including the methodologies and corresponding tests for assessing HRD status, and discuss the clinical routine application of these tests and their technical validation.
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Affiliation(s)
- Andréa Witz
- Département de Biopathologie, Institut de Cancérologie de Lorraine, CNRS UMR 7039 CRAN - Université de Lorraine, Vandoeuvre-lès-Nancy, France.
| | - Julie Dardare
- Département de Biopathologie, Institut de Cancérologie de Lorraine, CNRS UMR 7039 CRAN - Université de Lorraine, Vandoeuvre-lès-Nancy, France
| | - Margaux Betz
- Département de Biopathologie, Institut de Cancérologie de Lorraine, CNRS UMR 7039 CRAN - Université de Lorraine, Vandoeuvre-lès-Nancy, France
| | - Cassandra Michel
- Département de Biopathologie, Institut de Cancérologie de Lorraine, CNRS UMR 7039 CRAN - Université de Lorraine, Vandoeuvre-lès-Nancy, France
| | - Marie Husson
- Département de Biopathologie, Institut de Cancérologie de Lorraine, CNRS UMR 7039 CRAN - Université de Lorraine, Vandoeuvre-lès-Nancy, France
| | - Pauline Gilson
- Département de Biopathologie, Institut de Cancérologie de Lorraine, CNRS UMR 7039 CRAN - Université de Lorraine, Vandoeuvre-lès-Nancy, France
| | - Jean-Louis Merlin
- Département de Biopathologie, Institut de Cancérologie de Lorraine, CNRS UMR 7039 CRAN - Université de Lorraine, Vandoeuvre-lès-Nancy, France
| | - Alexandre Harlé
- Département de Biopathologie, Institut de Cancérologie de Lorraine, CNRS UMR 7039 CRAN - Université de Lorraine, Vandoeuvre-lès-Nancy, France
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Vo DK, Trinh KTL. Polymerase Chain Reaction Chips for Biomarker Discovery and Validation in Drug Development. MICROMACHINES 2025; 16:243. [PMID: 40141854 PMCID: PMC11944077 DOI: 10.3390/mi16030243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2025] [Revised: 02/17/2025] [Accepted: 02/18/2025] [Indexed: 03/28/2025]
Abstract
Polymerase chain reaction (PCR) chips are advanced, microfluidic platforms that have revolutionized biomarker discovery and validation because of their high sensitivity, specificity, and throughput levels. These chips miniaturize traditional PCR processes for the speed and precision of nucleic acid biomarker detection relevant to advancing drug development. Biomarkers, which are useful in helping to explain disease mechanisms, patient stratification, and therapeutic monitoring, are hard to identify and validate due to the complexity of biological systems and the limitations of traditional techniques. The challenges to which PCR chips respond include high-throughput capabilities coupled with real-time quantitative analysis, enabling researchers to identify novel biomarkers with greater accuracy and reproducibility. More recent design improvements of PCR chips have further expanded their functionality to also include digital and multiplex PCR technologies. Digital PCR chips are ideal for quantifying rare biomarkers, which is essential in oncology and infectious disease research. In contrast, multiplex PCR chips enable simultaneous analysis of multiple targets, therefore simplifying biomarker validation. Furthermore, single-cell PCR chips have made it possible to detect biomarkers at unprecedented resolution, hence revealing heterogeneity within cell populations. PCR chips are transforming drug development, enabling target identification, patient stratification, and therapeutic efficacy assessment. They play a major role in the development of companion diagnostics and, therefore, pave the way for personalized medicine, ensuring that the right patient receives the right treatment. While this tremendously promising technology has exhibited many challenges regarding its scalability, integration with other omics technologies, and conformity with regulatory requirements, many still prevail. Future breakthroughs in chip manufacturing, the integration of artificial intelligence, and multi-omics applications will further expand PCR chip capabilities. PCR chips will not only be important for the acceleration of drug discovery and development but also in raising the bar in improving patient outcomes and, hence, global health care as these technologies continue to mature.
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Affiliation(s)
- Dang-Khoa Vo
- College of Pharmacy, Gachon University, 191 Hambakmoe-ro, Yeonsu-gu, Incheon 21936, Republic of Korea;
| | - Kieu The Loan Trinh
- Bionano Applications Research Center, Gachon University, 1342 Seongnam-daero, Sujeong-gu, Seongnam-si 13120, Gyeonggi-do, Republic of Korea
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Wang Z, Wu Q. Advancements in non-invasive diagnosis of gastric cancer. World J Gastroenterol 2025; 31:101886. [PMID: 39958452 PMCID: PMC11752698 DOI: 10.3748/wjg.v31.i6.101886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Revised: 12/08/2024] [Accepted: 12/20/2024] [Indexed: 01/10/2025] Open
Abstract
Gastric cancer (GC), a multifaceted and highly aggressive malignancy, represents challenging healthcare burdens globally, with a high incidence and mortality rate. Although endoscopy, combined with histological examination, is the gold standard for GC diagnosis, its high cost, invasiveness, and specialized requirements hinder widespread use for screening. With the emergence of innovative technologies such as advanced imaging, liquid biopsy, and breath tests, the landscape of GC diagnosis is poised for radical transformation, becoming more accessible, less invasive, and more efficient. As the non-invasive diagnostic techniques continue to advance and undergo rigorous clinical validation, they hold the promise of significantly impacting patient outcomes, ultimately leading to better treatment results and improved quality of life for patients with GC.
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Affiliation(s)
- Zhen Wang
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Qi Wu
- Department of Cardiovascular Surgery, Renmin Hospital of Wuhan University, Wuhan 430060, Hubei Province, China
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Sheriff S, Saba M, Patel R, Fisher G, Schroeder T, Arnolda G, Luo D, Warburton L, Gray E, Long G, Braithwaite J, Rizos H, Ellis LA. A scoping review of factors influencing the implementation of liquid biopsy for cancer care. J Exp Clin Cancer Res 2025; 44:50. [PMID: 39934875 PMCID: PMC11817833 DOI: 10.1186/s13046-025-03322-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Accepted: 02/06/2025] [Indexed: 02/13/2025] Open
Abstract
BACKGROUND Liquid biopsy (LB) offers a promising, minimally invasive alternative to traditional tissue biopsies in cancer care, enabling real-time monitoring and personalized treatment. Despite its potential, the routine implementation of LB in clinical practice faces significant challenges. This scoping review examines the barriers and facilitators influencing the implementation of liquid biopsies into standard cancer care. METHODS Four academic databases (PubMed, Scopus, Embase, and Web of Science) were systematically searched without language restrictions. We included peer-reviewed articles that were published between January 2019 and March 2024 that focused on the implementation of LB in cancer care or described barriers and facilitators to its implementation. Data relevant to the review objective, including key article characteristics; barriers and facilitators of implementation; and recommendations for advancement or optimisation; were extracted and analysed using thematic and visual network analyses. RESULTS The majority of the included articles were narrative review articles (84%), with most from China (24.2%) and the United States (20%). Thematic analysis identified four main categories and their associated barriers and facilitators to the implementation of LB in cancer care: (1) Laboratory and personnel requirements; (2) Disease specificity; (3) Biomarker-based liquid biopsy; and (4) Policy and regulation. The majority of barriers identified were concentrated in the pre-analytical phase, highlighting the lack of standardization in LB technologies and outcomes. CONCLUSIONS Through a thematic analysis of the barriers and facilitators to LB implementation, we present an integrated tool designed to encourage the standardization of testing methods for clinical practice guidelines in the field.
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Affiliation(s)
- Samran Sheriff
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Macquarie University, Level 6, 75 Talavera Road, North Ryde, Sydney, NSW, Australia.
| | - Maree Saba
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Macquarie University, Level 6, 75 Talavera Road, North Ryde, Sydney, NSW, Australia
| | - Romika Patel
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Macquarie University, Level 6, 75 Talavera Road, North Ryde, Sydney, NSW, Australia
| | - Georgia Fisher
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Macquarie University, Level 6, 75 Talavera Road, North Ryde, Sydney, NSW, Australia
| | - Tanja Schroeder
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Macquarie University, Level 6, 75 Talavera Road, North Ryde, Sydney, NSW, Australia
| | - Gaston Arnolda
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Macquarie University, Level 6, 75 Talavera Road, North Ryde, Sydney, NSW, Australia
| | - Dan Luo
- The Daffodil Centre, Sydney, NSW, Australia
| | - Lydia Warburton
- Centre for Precision Health, Edith Cowan University, Joondalup, WA, Australia
- Department of Medical Oncology, Fiona Stanly Hospital, Murdoch, WA, Australia
| | - Elin Gray
- Centre for Precision Health, Edith Cowan University, Joondalup, WA, Australia
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
| | - Georgina Long
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
- Faculty of Medicine & Health, The University of Sydney, Sydney, NSW, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- Royal North Shore and Mater Hospitals, North Sydney, Sydney, NSW, Australia
| | - Jeffrey Braithwaite
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Macquarie University, Level 6, 75 Talavera Road, North Ryde, Sydney, NSW, Australia
| | - Helen Rizos
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
- Macquarie Medical School, Faculty of Medicine Health and Human Science, Macquarie University, Sydney, NSW, Australia
| | - Louise Ann Ellis
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Macquarie University, Level 6, 75 Talavera Road, North Ryde, Sydney, NSW, Australia
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