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Li Y, Xiong X, Liu X, Xu M, Yang B, Li X, Li Y, Lin B, Xu B. Predicting BRCA mutation and stratifying targeted therapy response using multimodal learning: a multicenter study. Ann Med 2024; 56:2399759. [PMID: 39258876 PMCID: PMC11391871 DOI: 10.1080/07853890.2024.2399759] [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: 03/14/2024] [Revised: 07/29/2024] [Accepted: 07/30/2024] [Indexed: 09/12/2024] Open
Abstract
BACKGROUND The status of BRCA1/2 genes plays a crucial role in the treatment decision-making process for multiple cancer types. However, due to high costs and limited resources, a demand for BRCA1/2 genetic testing among patients is currently unmet. Notably, not all patients with BRCA1/2 mutations achieve favorable outcomes with poly (ADP-ribose) polymerase inhibitors (PARPi), indicating the necessity for risk stratification. In this study, we aimed to develop and validate a multimodal model for predicting BRCA1/2 gene status and prognosis with PARPi treatment. METHODS We included 1695 slides from 1417 patients with ovarian, breast, prostate, and pancreatic cancers across three independent cohorts. Using a self-attention mechanism, we constructed a multi-instance attention model (MIAM) to detect BRCA1/2 gene status from hematoxylin and eosin (H&E) pathological images. We further combined tissue features from the MIAM model, cell features, and clinical factors (the MIAM-C model) to predict BRCA1/2 mutations and progression-free survival (PFS) with PARPi therapy. Model performance was evaluated using area under the curve (AUC) and Kaplan-Meier analysis. Morphological features contributing to MIAM-C were analyzed for interpretability. RESULTS Across the four cancer types, MIAM-C outperformed the deep learning-based MIAM in identifying the BRCA1/2 genotype. Interpretability analysis revealed that high-attention regions included high-grade tumors and lymphocytic infiltration, which correlated with BRCA1/2 mutations. Notably, high lymphocyte ratios appeared characteristic of BRCA1/2 mutations. Furthermore, MIAM-C predicted PARPi therapy response (log-rank p < 0.05) and served as an independent prognostic factor for patients with BRCA1/2-mutant ovarian cancer (p < 0.05, hazard ratio:0.4, 95% confidence interval: 0.16-0.99). CONCLUSIONS The MIAM-C model accurately detected BRCA1/2 gene status and effectively stratified prognosis for patients with BRCA1/2 mutations.
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Affiliation(s)
- Yi Li
- School of Medicine, Chongqing University, Chongqing, China
- Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer, Chongqing University Cancer Hospital, Chongqing, China
| | - Xiaomin Xiong
- School of Medicine, Chongqing University, Chongqing, China
- Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer, Chongqing University Cancer Hospital, Chongqing, China
| | - Xiaohua Liu
- Bioengineering College of Chongqing University, Chongqing, China
| | - Mengke Xu
- Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer, Chongqing University Cancer Hospital, Chongqing, China
| | - Boping Yang
- Department of General Gynecology, Women and Children’s Hospital of Chongqing Medical University, Chongqing Health Center for Women and Children, Chongqing, China
| | - Xiaoju Li
- Department of Pathology, Chongqing University Cancer Hospital and School of Medicine, Chongqing University, Chongqing, China
| | - Yu Li
- Department of Pathology, Chongqing University Cancer Hospital and School of Medicine, Chongqing University, Chongqing, China
| | - Bo Lin
- Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer, Chongqing University Cancer Hospital, Chongqing, China
| | - Bo Xu
- School of Medicine, Chongqing University, Chongqing, China
- Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer, Chongqing University Cancer Hospital, Chongqing, China
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2
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Zambelli A, Cortesi L, Gaudio M, Arpino G, Bianchini G, Caruso F, Cinieri S, Curigliano G, Del Mastro L, De Placido S, Fabi A, Fortunato L, Generali D, Gennari A, Gori S, Grandi G, Guarneri V, Klinger M, Livi L, Marchiò C, Palumbo I, Panizza P, Pravettoni G, Pruneri G, Puglisi F, Sapino A, Tinterri C, Turchetti D, De Laurentiis M. Parp-inhibitors in the therapeutic landscape of breast cancer patients with BRCA1 and BRCA2 pathogenic germline variants: An Italian consensus paper and critical review. Cancer Treat Rev 2024; 130:102815. [PMID: 39208751 DOI: 10.1016/j.ctrv.2024.102815] [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: 04/05/2024] [Revised: 07/26/2024] [Accepted: 08/15/2024] [Indexed: 09/04/2024]
Abstract
The introduction of PARP inhibitors has revolutionized the management and treatment of patients with pathogenic germline variants of BRCA1/2 who have developed breast cancer. The implementation of PARP inhibitors in clinical settings can be challenging due to their overlapping indications with other drugs, including both recently approved medications and those with proven efficacy. This study utilized the Delphi method to present the first Italian consensus regarding genetic testing, the use of PARP inhibitors in both early and metastatic settings, and strategies for managing the potential toxicity of these novel drugs. The Panel unanimously agreed on various issues, including the timing, techniques, and patient characteristics for BRCA1/2 genetic testing, andthe appropriate placement of PARP inhibitors in the treatment algorithm for both early and advanced breast cancer. Nevertheless, some areas of divergence became evident, particularly regarding the use of axillary surgery for therapeutic purposes and the application of hormone replacement therapy in cases of bilateral mastectomy and risk-reducing salpingo-oophorectomy for patients treated for triple negative breast cancer. Additional research is needed in these particular domains to improve the care of patients with breast cancer who bear an increased genetic risk.
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Affiliation(s)
- Alberto Zambelli
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele, Milan, Italy; Humanitas Clinical and Research Center-IRCCS, Humanitas Cancer Center, Via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Laura Cortesi
- Department of Oncology and Hematology, University Hospital of Modena, via del Pozzo 71, 41124 Modena, Italy
| | - Mariangela Gaudio
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele, Milan, Italy; Humanitas Clinical and Research Center-IRCCS, Humanitas Cancer Center, Via Manzoni 56, 20089 Rozzano, Milan, Italy.
| | - Grazia Arpino
- Department of Clinical Medicine and Surgery, University Federico II, Naples, Italy
| | - Giampaolo Bianchini
- Department of Medical Oncology, IRCCS San Raffaele Hospital, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Francesco Caruso
- Breast Unit Surgery, Humanitas Hospital, Via Vittorio Emanuele da Bormida 64, Catania, Italy
| | - Saverio Cinieri
- Direttore UOC oncologia medica e Breast unit Ospedale Perrino, Brindisi e Presidente Fondazione AIOM
| | - Giuseppe Curigliano
- Istituto Europeo di Oncologia, IRCCS, Milano, Italy; Dipartimento di Oncologia ed Emato-Oncologia, Università di Milano, Milano, Italy
| | - Lucia Del Mastro
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, Università di Genova, Genoa, Italy; Department of Medical Oncology, UO Clinica di Oncologia Medica, IRCCS -Ospedale Policlinico San Martino, Genoa, Italy
| | - Sabino De Placido
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Alessandra Fabi
- Precision Medicine Unit in Senology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Lucio Fortunato
- Breast Center, Department of Surgery, San Giovanni-Addolorata Hospital, Rome, Italy
| | - Daniele Generali
- Breast Cancer Unit, Azienda Socio Sanitaria Territoriale di Cremona, Cremona, Italy; Department of Medical, Surgery and Health Sciences, University of Trieste, Trieste, Italy
| | - Alessandra Gennari
- Department of Traslational Medicine, University of Piemonte Orientale, Novara, Italy; Division of Medical Oncology, Maggiore University Hospital, Novara, Italy
| | - Stefania Gori
- Medical Oncology, IRCCS Sacro Cuore Don Calabria, Negrar di Valpolicella (VR), Italy
| | - Giovanni Grandi
- Department of Medical and Surgical Sciences for Mother, Child and Adult, University of Modena and Reggio Emilia, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy
| | - Valentina Guarneri
- Department of Surgery, Oncology and Gastroenterology, University of Padova; Oncology2, Istituto Oncologico Veneto IRCCS, Padova, Italy
| | - Marco Klinger
- Plastic Surgery Unit, Department of Medical Biotechnology and Translational Medicine BIOMETRA, Humanitas Clinical and Research Hospital, Reconstructive and Aesthetic Plastic Surgery School, University of Milan, Rozzano, Milan, Italy
| | - Lorenzo Livi
- Radiation Oncology Unit, Azienda Ospedaliero-Universitaria Careggi, University of Florence, Florence, Italy
| | - Caterina Marchiò
- Department of Medical Sciences, University of Turin, Turin, Italy; Pathology Unit, Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Isabella Palumbo
- Radiation Oncology Section, University of Perugia and Perugia General Hospital, Perugia, Italy
| | - Pietro Panizza
- Breast Imaging Unit, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Gabriella Pravettoni
- Applied Research Division for Cognitive and Psychological Science, Istituto Europeo di Oncologia, IRCCS, Department of Oncology and Haematology, University of Milan, Italy
| | - Giancarlo Pruneri
- Department of Advanced Diagnostics, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy; Department of Oncology and Hemato-Oncology, School of Medicine, University of Milan, Italy
| | - Fabio Puglisi
- Department of Medicine, University of Udine, Italy; Department of Medical Oncology, Unit of Medical Oncology and Cancer Prevention, IRCCS, Centro di riferimento Oncologico, CRO, Aviano, Italy
| | - Anna Sapino
- Department of Medical Sciences, University of Turin, Turin, Italy; Pathology Unit, Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Corrado Tinterri
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090 Pieve Emanuele, Milan, Italy; Breast Unit, Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Daniela Turchetti
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy; Medical Genetics Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Michelino De Laurentiis
- Division of Breast Medical Oncology, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", Naples, Italy
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3
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Rebaudi F, De Franco F, Goda R, Obino V, Vita G, Baronti C, Iannone E, Pitto F, Massa B, Fenoglio D, Jandus C, Poggio F, Fregatti P, Melaiu O, Bozzo M, Candiani S, Papaccio F, Greppi M, Pesce S, Marcenaro E. The landscape of combining immune checkpoint inhibitors with novel Therapies: Secret alliances against breast cancer. Cancer Treat Rev 2024; 130:102831. [PMID: 39342797 DOI: 10.1016/j.ctrv.2024.102831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 09/04/2024] [Accepted: 09/22/2024] [Indexed: 10/01/2024]
Abstract
This review focuses on the immune checkpoint inhibitors (ICIs) in the context of breast cancer (BC) management. These innovative treatments, by targeting proteins expressed on both tumor and immune cells, aim to overcome tumor-induced immune suppression and reactivate the immune system. The potential of this approach is the subject of numerous clinical studies. Here, we explore the key studies and emerging therapies related to ICIs providing a detailed analysis of their specific and combined use in BC treatment.
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Affiliation(s)
- Federico Rebaudi
- Department of Experimental Medicine (DIMES), University of Genoa, Genoa, Italy
| | - Fabiana De Franco
- Department of Experimental Medicine (DIMES), University of Genoa, Genoa, Italy
| | - Rayan Goda
- Department of Experimental Medicine (DIMES), University of Genoa, Genoa, Italy
| | - Valentina Obino
- Department of Experimental Medicine (DIMES), University of Genoa, Genoa, Italy
| | - Giorgio Vita
- Department of Internal Medicine (DIMI), University of Genoa, Genoa, Italy
| | - Camilla Baronti
- Department of Experimental Medicine (DIMES), University of Genoa, Genoa, Italy
| | - Eleonora Iannone
- Breast Surgery Clinic, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Francesca Pitto
- Department of Pathology, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Barbara Massa
- Department of Pathology, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Daniela Fenoglio
- Department of Internal Medicine (DIMI), University of Genoa, Genoa, Italy; Biotherapy Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Camilla Jandus
- Department of Pathology and Immunology, Faculty of Medicine, University of Geneva, Geneva, Switzerland; Ludwig Institute for Cancer Research, Lausanne Branch, Lausanne, Switzerland; Geneva Center for Inflammation Research, Geneva, Switzerland
| | - Francesca Poggio
- Department of Medical Oncology, Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Piero Fregatti
- Breast Surgery Clinic, IRCCS Ospedale Policlinico San Martino, Genoa, Italy; Department of Integrated Surgical and Diagnostic Sciences (DISC), University of Genoa, Genoa, Italy
| | - Ombretta Melaiu
- Department of Clinical Sciences and Translational Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Matteo Bozzo
- Department of Earth, Environmental and Life Sciences (DISTAV), University of Genoa, Genoa, Italy
| | - Simona Candiani
- Department of Earth, Environmental and Life Sciences (DISTAV), University of Genoa, Genoa, Italy; IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Federica Papaccio
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Baronissi, Italy
| | - Marco Greppi
- Department of Experimental Medicine (DIMES), University of Genoa, Genoa, Italy.
| | - Silvia Pesce
- Department of Experimental Medicine (DIMES), University of Genoa, Genoa, Italy; IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
| | - Emanuela Marcenaro
- Department of Experimental Medicine (DIMES), University of Genoa, Genoa, Italy; IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
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4
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Coelho MA, Strauss ME, Watterson A, Cooper S, Bhosle S, Illuzzi G, Karakoc E, Dinçer C, Vieira SF, Sharma M, Moullet M, Conticelli D, Koeppel J, McCarten K, Cattaneo CM, Veninga V, Picco G, Parts L, Forment JV, Voest EE, Marioni JC, Bassett A, Garnett MJ. Base editing screens define the genetic landscape of cancer drug resistance mechanisms. Nat Genet 2024:10.1038/s41588-024-01948-8. [PMID: 39424923 DOI: 10.1038/s41588-024-01948-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 09/13/2024] [Indexed: 10/21/2024]
Abstract
Drug resistance is a principal limitation to the long-term efficacy of cancer therapies. Cancer genome sequencing can retrospectively delineate the genetic basis of drug resistance, but this requires large numbers of post-treatment samples to nominate causal variants. Here we prospectively identify genetic mechanisms of resistance to ten oncology drugs from CRISPR base editing mutagenesis screens in four cancer cell lines using a guide RNA library predicted to install 32,476 variants in 11 cancer genes. We identify four functional classes of protein variants modulating drug sensitivity and use single-cell transcriptomics to reveal how these variants operate through distinct mechanisms, including eliciting a drug-addicted cell state. We identify variants that can be targeted with alternative inhibitors to overcome resistance and functionally validate an epidermal growth factor receptor (EGFR) variant that sensitizes lung cancer cells to EGFR inhibitors. Our variant-to-function map has implications for patient stratification, therapy combinations and drug scheduling in cancer treatment.
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Affiliation(s)
- Matthew A Coelho
- Translational Cancer Genomics, Wellcome Sanger Institute, Hinxton, UK.
- Cancer Genome Editing, Wellcome Sanger Institute, Hinxton, UK.
- Open Targets, Cambridge, UK.
| | - Magdalena E Strauss
- EMBL-European Bioinformatics Institute, Cambridge, UK
- Cancer Research UK, Cambridge Institute, University of Cambridge, Cambridge, UK
- Gene Editing and Cellular Research and Development, Wellcome Sanger Institute, Hinxton, UK
- Department of Mathematics and Statistics, University of Exeter, Exeter, UK
| | - Alex Watterson
- Translational Cancer Genomics, Wellcome Sanger Institute, Hinxton, UK
| | - Sarah Cooper
- Gene Editing and Cellular Research and Development, Wellcome Sanger Institute, Hinxton, UK
| | - Shriram Bhosle
- Translational Cancer Genomics, Wellcome Sanger Institute, Hinxton, UK
| | | | - Emre Karakoc
- Translational Cancer Genomics, Wellcome Sanger Institute, Hinxton, UK
- Open Targets, Cambridge, UK
| | - Cansu Dinçer
- Translational Cancer Genomics, Wellcome Sanger Institute, Hinxton, UK
| | - Sara F Vieira
- Translational Cancer Genomics, Wellcome Sanger Institute, Hinxton, UK
- Open Targets, Cambridge, UK
| | - Mamta Sharma
- Translational Cancer Genomics, Wellcome Sanger Institute, Hinxton, UK
| | - Marie Moullet
- Translational Cancer Genomics, Wellcome Sanger Institute, Hinxton, UK
| | - Daniela Conticelli
- Department of Oncology, University of Turin, Turin, Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Jonas Koeppel
- Generative and Synthetic Genomics, Wellcome Sanger Institute, Hinxton, UK
| | - Katrina McCarten
- Translational Cancer Genomics, Wellcome Sanger Institute, Hinxton, UK
| | - Chiara M Cattaneo
- Department of Immunology and Molecular Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
- Experimental Hematology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Vivien Veninga
- Department of Immunology and Molecular Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Gabriele Picco
- Translational Cancer Genomics, Wellcome Sanger Institute, Hinxton, UK
- Open Targets, Cambridge, UK
| | - Leopold Parts
- Generative and Synthetic Genomics, Wellcome Sanger Institute, Hinxton, UK
| | | | - Emile E Voest
- Department of Immunology and Molecular Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - John C Marioni
- EMBL-European Bioinformatics Institute, Cambridge, UK
- Cancer Research UK, Cambridge Institute, University of Cambridge, Cambridge, UK
- Genentech, South San Francisco, CA, USA
| | - Andrew Bassett
- Gene Editing and Cellular Research and Development, Wellcome Sanger Institute, Hinxton, UK
| | - Mathew J Garnett
- Translational Cancer Genomics, Wellcome Sanger Institute, Hinxton, UK.
- Open Targets, Cambridge, UK.
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5
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Moore AM, Caudle AS, Sun SX, Yi M, Smith BD, Valero V, Yang W, Kuerer HM, Hunt KK, Teshome M. Impact of Clipped Node as a Sentinel Lymph Node on Axillary Staging Following Neoadjuvant Chemotherapy in Clinically Node-Positive Breast Cancer. Ann Surg Oncol 2024:10.1245/s10434-024-16341-2. [PMID: 39419889 DOI: 10.1245/s10434-024-16341-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 09/25/2024] [Indexed: 10/19/2024]
Abstract
BACKGROUND Residual disease after neoadjuvant chemotherapy (NAC) is prognostic and informs adjuvant treatment. Targeted axillary dissection (TAD) following NAC has low false-negative rates, facilitating accurate axillary staging. This study evaluates the clipped node status in axillary staging utilizing TAD. METHODS Retrospective review identified cN1 breast cancer patients treated with NAC and TAD from July 2013 to June 2023. Nodal ultrasound and biopsy defined cN1 status. Patient, tumor, and treatment characteristics were compared based on clipped node status (sentinel lymph node [SLN] or non-SLN). Multivariate analysis of factors associated with the clipped node as a non-SLN was performed. RESULTS A total of 680 patients underwent TAD, 94.6% with dual-tracer mapping. In three patients (0.4%), no SLN was identified. The clipped node was a SLN in 610 patients (90%) and non-SLN in 70 (10.3%). When the clipped node was a non-SLN, 42 (60%) were positive for metastasis. In 22 of 42 patients (52%), the clipped non-SLN was the only positive node. The clipped non-SLN cohort had a higher proportion with >3 suspicious nodes at presentation (p = 0.003), fewer SLNs excised (mean 2.2 vs. 3.5, p ≤ 0.001), and fewer positive SLNs (p ≤ 0.001). On multivariate analysis, > 3 suspicious nodes on ultrasound (odds ratio 3.0, p = 0.001) and tumor size at presentation (odds ratio 0.9, p = 0.02) were significantly associated with the clipped node as a non-SLN. CONCLUSIONS When the clipped node was a non-SLN, half of the time it was the only positive node and only residual disease on TAD. Given implications for adjuvant therapy, selective clipped node excision is recommended for precise identification of residual disease after NAC.
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Affiliation(s)
- Alexandra M Moore
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Abigail S Caudle
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Susie X Sun
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Min Yi
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Benjamin D Smith
- Department of Breast Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Vicente Valero
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Wei Yang
- Department of Breast Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Henry M Kuerer
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kelly K Hunt
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Mediget Teshome
- Department of Surgery, Division of Surgical Oncology, University of California Los Angeles, Los Angeles, CA, USA
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6
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Martín M, Stecklein SR, Gluz O, Villacampa G, Monte-Millán M, Nitz U, Cobo S, Christgen M, Brasó-Maristany F, Álvarez EL, Echavarría I, Conte B, Kuemmel S, Bueno-Muiño C, Jerez Y, Kates R, Cebollero M, Kolberg-Liedtke C, Bueno O, García-Saenz JÁ, Moreno F, Grischke EM, Forstbauer H, Braun M, Warm M, Hackmann J, Uleer C, Aktas B, Schumacher C, Wuerstleins R, Graeser M, Eulenburg C, Kreipe HH, Gómez H, Massarrah T, Herrero B, Paré L, Bohn U, López-Tarruella S, Vivancos A, Sanfeliu E, Parker JS, Perou CM, Villagrasa P, Prat A, Sharma P, Harbeck N. TNBC-DX genomic test in early-stage triple-negative breast cancer treated with neoadjuvant taxane-based therapy. Ann Oncol 2024:S0923-7534(24)04061-4. [PMID: 39419289 DOI: 10.1016/j.annonc.2024.10.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2024] [Revised: 09/28/2024] [Accepted: 10/07/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND Identification of biomarkers to optimize treatment strategies for early-stage triple-negative breast cancer (TNBC) is crucial. This study presents the development and validation of TNBC-DX, a novel test aimed at predicting both short- and long-term outcomes in early-stage TNBC. METHODS Information from 1,259 patients with early-stage TNBC (SCAN-B, CALGB-40603, and BrighTNess) were used to establish the TNBC-DX scores. Independent validation of TNBC-DX was carried out in 3 studies: i) WSG-ADAPT-TN, ii) MMJ-CAR-2014-01, and iii) NeoPACT, including 527 patients with stage I-III TNBC undergoing neoadjuvant chemotherapy. In WSG-ADAPT-TN, patients were randomized to receive nab-paclitaxel plus gemcitabine or carboplatin. In MMJ-CAR-2014-01, patients received carboplatin plus docetaxel. In NeoPACT, patients received carboplatin plus docetaxel and pembrolizumab. The objective of this study was to evaluate the association between TNBC-DX and efficacy outcomes (pCR, distant disease-free survival [DDFS] or event-free survival [EFS], and overall survival [OS]) in the validation cohorts. RESULTS TNBC-DX test was created incorporating 10-gene core immune gene module, 4-gene tumor cell proliferation signature, tumor size, and nodal staging. In the 2 independent validation cohorts without pembrolizumab, the TNBC-DX pCR score was significantly associated with pCR after adjustment for clinicopathological variables and treatment regimen (odds ratio per 10-units increment=1.34, 95% CI 1.20-1.52, p<0.001). pCR rates for the TNBC-DX pCR-high, -medium, and -low categories were 56.3%, 53.6%, and 22.5% respectively (odds ratio for pCR-high vs pCR-low=3.48 [95% CI 1.72-7.15], p<0.001). Additionally, the TNBC-DX risk score was significantly associated with DDFS (hazard ratio [HR] high-risk vs low-risk=0.24, 95% CI 0.15-0.41, p<0.001) and OS (HR=0.19, 95% CI 0.11-0.35, p<0.001). In the validation cohort with pembrolizumab, the TNBC-DX scores were significantly associated with pCR, EFS, and OS. CONCLUSIONS TNBC-DX predicts pCR to neoadjuvant taxane-carboplatin in stage I-III TNBC and helps to forecast the patient´s long-term survival in the absence of neoadjuvant anthracycline/cyclophosphamide, and independent of pembrolizumab use.
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Affiliation(s)
- M Martín
- Hospital General Universitario Gregorio Marañón, Madrid, Spain; Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain; Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain; Grupo Español de Investigación en Cáncer de Mama, Madrid, Spain; Universidad Complutense de Madrid, Madrid, Spain
| | - S R Stecklein
- Department of Internal Medicine, University of Kansas Medical Center, Westwood; Department of Radiation Oncology, University of Kansas Medical Center, Kansas City; Department of Pathology & Laboratory Medicine, University of Kansas Medical Center, Kansas City; Department of Cancer Biology, University of Kansas Medical Center, Kansas City
| | - O Gluz
- West German Study Group, Monchengladbach, Germany; Ev. Hospital Bethesda, Breast Center Niederrhein, Moenchengladbach, Germany; University Clinics Cologne, Cologne, Germany
| | - G Villacampa
- SOLTI Cancer Research Group, Barcelona, Spain; Statistics Unit, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain; Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS); Reveal Genomics, Barcelona, Spain
| | - M Monte-Millán
- Hospital General Universitario Gregorio Marañón, Madrid, Spain; Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain; Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
| | - U Nitz
- West German Study Group, Monchengladbach, Germany; Ev. Hospital Bethesda, Breast Center Niederrhein, Moenchengladbach, Germany
| | - S Cobo
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS)
| | - M Christgen
- University Clinics Cologne, Cologne, Germany
| | - F Brasó-Maristany
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS); Reveal Genomics, Barcelona, Spain
| | - E L Álvarez
- Hospital General Universitario Gregorio Marañón, Madrid, Spain; Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
| | - I Echavarría
- Hospital General Universitario Gregorio Marañón, Madrid, Spain; Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain; Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
| | - B Conte
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS)
| | - S Kuemmel
- Medical School Hannover, Institute of Pathology, Hannover, Germany; Clinics Essen Mitte, Breast Center, Essen, Germany
| | | | - Y Jerez
- Hospital General Universitario Gregorio Marañón, Madrid, Spain; Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain; Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
| | - R Kates
- West German Study Group, Monchengladbach, Germany
| | - M Cebollero
- Hospital General Universitario Gregorio Marañón, Madrid, Spain; Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
| | | | - O Bueno
- Hospital General Universitario Gregorio Marañón, Madrid, Spain; Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
| | - J Á García-Saenz
- Grupo Español de Investigación en Cáncer de Mama, Madrid, Spain; Instituto de Investigación Sanitaria Hospital Clinico San Carlos (IdISSC), Madrid, Spain
| | - F Moreno
- Grupo Español de Investigación en Cáncer de Mama, Madrid, Spain; Instituto de Investigación Sanitaria Hospital Clinico San Carlos (IdISSC), Madrid, Spain
| | - E-M Grischke
- University Clinics Tuebingen, Women's Clinic, Tuebingen, Germany
| | | | - M Braun
- Rotkreuz Clinics Munich, Breast Center, Munich, Germany
| | - M Warm
- City Hospital Holweide, Breast Center, Cologne, Germany
| | - J Hackmann
- Marien-Hospital, Breast Center, Witten, Germany
| | - C Uleer
- Practice of Gynecology and Oncology, Hildesheim, Germany
| | - B Aktas
- University Clinics Essen, Women's Clinic, Essen, Germany
| | - C Schumacher
- St. Elisabeth Hospital, Breast Center, Cologne, Germany
| | - R Wuerstleins
- West German Study Group, Monchengladbach, Germany; Breast Center, Dept. OB&GYN and CCC Munich, LMU University Hospital, Munich, Germany
| | - M Graeser
- West German Study Group, Monchengladbach, Germany; Ev. Hospital Bethesda, Breast Center Niederrhein, Moenchengladbach, Germany; University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - C Eulenburg
- West German Study Group, Monchengladbach, Germany; University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - H H Kreipe
- West German Study Group, Monchengladbach, Germany
| | - H Gómez
- Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | - T Massarrah
- Hospital General Universitario Gregorio Marañón, Madrid, Spain; Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain; Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
| | - B Herrero
- Hospital General Universitario Gregorio Marañón, Madrid, Spain; Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain; Grupo Español de Investigación en Cáncer de Mama, Madrid, Spain
| | - L Paré
- Reveal Genomics, Barcelona, Spain
| | - U Bohn
- Hospital Universitario de Gran Canaria Dr. Negrín, Las Palmas, Canary, Island
| | - S López-Tarruella
- Hospital General Universitario Gregorio Marañón, Madrid, Spain; Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain; Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain; Grupo Español de Investigación en Cáncer de Mama, Madrid, Spain; Universidad Complutense de Madrid, Madrid, Spain
| | | | - E Sanfeliu
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS); Pathology Department, Hospital Clínic de Barcelona, Barcelona, Spain
| | - J S Parker
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, US
| | - C M Perou
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, US
| | | | - A Prat
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi I Sunyer Biomedical Research Institute (IDIBAPS); Reveal Genomics, Barcelona, Spain; Cancer Institute and Blood Disorders, Hospital Clínic de Barcelona; Medicine Department, University of Barcelona, Barcelona, Spain; Breast Cancer Unit, IOB-QuirónSalud, Barcelona, Spain.
| | - P Sharma
- Department of Radiation Oncology, University of Kansas Medical Center, Kansas City
| | - N Harbeck
- West German Study Group, Monchengladbach, Germany; Breast Center, Dept. OB&GYN and CCC Munich, LMU University Hospital, Munich, Germany
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7
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Griewing S, Lechner F, Gremke N, Lukac S, Janni W, Wallwiener M, Wagner U, Hirsch M, Kuhn S. Proof-of-concept study of a small language model chatbot for breast cancer decision support - a transparent, source-controlled, explainable and data-secure approach. J Cancer Res Clin Oncol 2024; 150:451. [PMID: 39382778 PMCID: PMC11464535 DOI: 10.1007/s00432-024-05964-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 09/19/2024] [Indexed: 10/10/2024]
Abstract
PURPOSE Large language models (LLM) show potential for decision support in breast cancer care. Their use in clinical care is currently prohibited by lack of control over sources used for decision-making, explainability of the decision-making process and health data security issues. Recent development of Small Language Models (SLM) is discussed to address these challenges. This preclinical proof-of-concept study tailors an open-source SLM to the German breast cancer guideline (BC-SLM) to evaluate initial clinical accuracy and technical functionality in a preclinical simulation. METHODS A multidisciplinary tumor board (MTB) is used as the gold-standard to assess the initial clinical accuracy in terms of concordance of the BC-SLM with MTB and comparing it to two publicly available LLM, ChatGPT3.5 and 4. The study includes 20 fictional patient profiles and recommendations for 5 treatment modalities, resulting in 100 binary treatment recommendations (recommended or not recommended). Statistical evaluation includes concordance with MTB in % including Cohen's Kappa statistic (κ). Technical functionality is assessed qualitatively in terms of local hosting, adherence to the guideline and information retrieval. RESULTS The overall concordance amounts to 86% for BC-SLM (κ = 0.721, p < 0.001), 90% for ChatGPT4 (κ = 0.820, p < 0.001) and 83% for ChatGPT3.5 (κ = 0.661, p < 0.001). Specific concordance for each treatment modality ranges from 65 to 100% for BC-SLM, 85-100% for ChatGPT4, and 55-95% for ChatGPT3.5. The BC-SLM is locally functional, adheres to the standards of the German breast cancer guideline and provides referenced sections for its decision-making. CONCLUSION The tailored BC-SLM shows initial clinical accuracy and technical functionality, with concordance to the MTB that is comparable to publicly-available LLMs like ChatGPT4 and 3.5. This serves as a proof-of-concept for adapting a SLM to an oncological disease and its guideline to address prevailing issues with LLM by ensuring decision transparency, explainability, source control, and data security, which represents a necessary step towards clinical validation and safe use of language models in clinical oncology.
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Affiliation(s)
- Sebastian Griewing
- Institute for Digital Medicine, University Hospital Giessen and Marburg, Philipps-University Marburg, Marburg, Germany.
- Stanford Center for Biomedical Informatics Research, Stanford University School of Medicine, Palo Alto, CA, USA.
- Marburg Gynecological Cancer Center, Giessen and Marburg University Hospital, Philipps-University Marburg, Marburg, Germany.
- Commission Digital Medicine, German Society for Gynecology and Obstetrics (DGGG), Berlin, Germany.
| | - Fabian Lechner
- Institute for Digital Medicine, University Hospital Giessen and Marburg, Philipps-University Marburg, Marburg, Germany
- Institute for Artificial Intelligence in Medicine, University Hospital Giessen and Marburg, Philipps-University Marburg, Marburg, Germany
| | - Niklas Gremke
- Marburg Gynecological Cancer Center, Giessen and Marburg University Hospital, Philipps-University Marburg, Marburg, Germany
| | - Stefan Lukac
- Department of Obstetrics and Gynecology, University Hospital Ulm, University of Ulm, Ulm, Germany
- Commission Digital Medicine, German Society for Gynecology and Obstetrics (DGGG), Berlin, Germany
| | - Wolfgang Janni
- Department of Obstetrics and Gynecology, University Hospital Ulm, University of Ulm, Ulm, Germany
| | - Markus Wallwiener
- Halle Gynecological Cancer Center, Halle University Hospital, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
- Commission Digital Medicine, German Society for Gynecology and Obstetrics (DGGG), Berlin, Germany
| | - Uwe Wagner
- Marburg Gynecological Cancer Center, Giessen and Marburg University Hospital, Philipps-University Marburg, Marburg, Germany
- Commission Digital Medicine, German Society for Gynecology and Obstetrics (DGGG), Berlin, Germany
| | - Martin Hirsch
- Institute for Artificial Intelligence in Medicine, University Hospital Giessen and Marburg, Philipps-University Marburg, Marburg, Germany
| | - Sebastian Kuhn
- Institute for Digital Medicine, University Hospital Giessen and Marburg, Philipps-University Marburg, Marburg, Germany
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8
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Loeffler CML, El Nahhas OSM, Muti HS, Carrero ZI, Seibel T, van Treeck M, Cifci D, Gustav M, Bretz K, Gaisa NT, Lehmann KV, Leary A, Selenica P, Reis-Filho JS, Ortiz-Bruechle N, Kather JN. Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types. BMC Biol 2024; 22:225. [PMID: 39379982 PMCID: PMC11462727 DOI: 10.1186/s12915-024-02022-9] [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: 01/08/2024] [Accepted: 09/26/2024] [Indexed: 10/10/2024] Open
Abstract
BACKGROUND Homologous recombination deficiency (HRD) is recognized as a pan-cancer predictive biomarker that potentially indicates who could benefit from treatment with PARP inhibitors (PARPi). Despite its clinical significance, HRD testing is highly complex. Here, we investigated in a proof-of-concept study whether Deep Learning (DL) can predict HRD status solely based on routine hematoxylin & eosin (H&E) histology images across nine different cancer types. METHODS We developed a deep learning pipeline with attention-weighted multiple instance learning (attMIL) to predict HRD status from histology images. As part of our approach, we calculated a genomic scar HRD score by combining loss of heterozygosity (LOH), telomeric allelic imbalance (TAI), and large-scale state transitions (LST) from whole genome sequencing (WGS) data of n = 5209 patients across two independent cohorts. The model's effectiveness was evaluated using the area under the receiver operating characteristic curve (AUROC), focusing on its accuracy in predicting genomic HRD against a clinically recognized cutoff value. RESULTS Our study demonstrated the predictability of genomic HRD status in endometrial, pancreatic, and lung cancers reaching cross-validated AUROCs of 0.79, 0.58, and 0.66, respectively. These predictions generalized well to an external cohort, with AUROCs of 0.93, 0.81, and 0.73. Moreover, a breast cancer-trained image-based HRD classifier yielded an AUROC of 0.78 in the internal validation cohort and was able to predict HRD in endometrial, prostate, and pancreatic cancer with AUROCs of 0.87, 0.84, and 0.67, indicating that a shared HRD-like phenotype occurs across these tumor entities. CONCLUSIONS This study establishes that HRD can be directly predicted from H&E slides using attMIL, demonstrating its applicability across nine different tumor types.
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Affiliation(s)
- Chiara Maria Lavinia Loeffler
- Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany
- Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany
- Department of Medicine I, Faculty of Medicine Carl Gustav Carus, University Hospitaland, Technische Universität Dresden , Dresden, Germany
| | - Omar S M El Nahhas
- Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Hannah Sophie Muti
- Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany
- Department for Visceral, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Zunamys I Carrero
- Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Tobias Seibel
- Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany
| | - Marko van Treeck
- Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany
- Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Didem Cifci
- Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany
| | - Marco Gustav
- Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Kevin Bretz
- Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Nadine T Gaisa
- Institute of Pathology, University Hospital RWTH Aachen, Aachen, Germany
- Joint Research Center Computational Biomedicine, University Hospital RWTH Aachen, Aachen, Germany
| | - Kjong-Van Lehmann
- Institute of Pathology, University Hospital RWTH Aachen, Aachen, Germany
- Joint Research Center Computational Biomedicine, University Hospital RWTH Aachen, Aachen, Germany
- Center for Integrated Oncology, Aachen Bonn Cologne Duesseldorf (CIO ABCD), Duesseldorf, Germany
- Cancer Research Center Cologne-Essen, University Hospital Cologne, Cologne, Germany
| | - Alexandra Leary
- Gynecological Cancer Unit, Department of Medicine, Institut Gustave Roussy, Villejuif, France
| | - Pier Selenica
- Experimental Pathology, Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jorge S Reis-Filho
- Experimental Pathology, Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nadina Ortiz-Bruechle
- Institute of Pathology, University Hospital RWTH Aachen, Aachen, Germany
- Center for Integrated Oncology, Aachen Bonn Cologne Duesseldorf (CIO ABCD), Duesseldorf, Germany
| | - Jakob Nikolas Kather
- Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany.
- Department of Medicine I, Faculty of Medicine Carl Gustav Carus, University Hospitaland, Technische Universität Dresden , Dresden, Germany.
- Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.
- Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany.
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9
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Ballinger TJ, Smith ML, Railey E, Zimet G, Schneider BP. Discerning the impact of ctDNA detection on patient decision-making in early-stage breast cancer. NPJ Breast Cancer 2024; 10:89. [PMID: 39379409 PMCID: PMC11461894 DOI: 10.1038/s41523-024-00701-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 09/26/2024] [Indexed: 10/10/2024] Open
Abstract
The impact of knowledge of circulating tumor DNA (ctDNA) status on patient decisions in high-risk triple-negative breast cancer (TNBC) weighing benefit and toxicity is unknown. Here, 286 women with a history of non-metastatic breast cancer who had received chemotherapy completed a survey mimicking scenarios of residual TNBC after chemotherapy and unknown, negative, or positive ctDNA status to determine the shift in the decision to receive adjuvant therapy. Participants were then presented scenarios mimicking possible post-neoadjuvant therapies and rated acceptability. A general linear model with repeated measures determined contributions of risk reduction and toxicity. When the hypothetical risk of recurrence mimicked ctDNA negativity, significantly less participants were accepting of adjuvant capecitabine versus no therapy. When presented with ctDNA positivity and increased recurrence risk, the degree of benefit impacted acceptability more than the toxicity profile. As genomic technology advances and ctDNA assays become commercially available, it is imperative to understand the impact on patient decision-making.
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Affiliation(s)
| | | | | | - Greg Zimet
- Indiana University School of Medicine, Indianapolis, IN, USA
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10
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Komatsu N, Chishima T, Watanabe C, Taruno K, Inuzuka M, Oshi M, Arai M, Nakamura S. Development of a novel prediction model for carriage of BRCA1/2 pathogenic variant in Japanese patients with breast cancer based on Japanese organization of hereditary breast and ovarian cancer registry data. Breast Cancer Res Treat 2024:10.1007/s10549-024-07485-6. [PMID: 39356394 DOI: 10.1007/s10549-024-07485-6] [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: 05/26/2024] [Accepted: 08/28/2024] [Indexed: 10/03/2024]
Abstract
PURPOSE With the increasing demand for BRCA genetic testing, most existing prediction models were developed using data from individuals of European descent. This study aimed to identify clinicopathological factors of hereditary breast and ovarian cancer (HBOC) syndrome and develop the first Japanese-specific prediction model for BRCA pathogenic variant carriers in Japan. METHODS We utilized data from 3072 Japanese patients with breast cancer aggregated by the Japanese Organization of Hereditary Breast and Ovarian Cancer registry. Prediction models were developed using 70% of the overall dataset and validated using the remaining 30%. Factors associated with the BRCA pathogenic variant status were identified using logistic univariate analysis, and significant factors were further analyzed using logistic multivariate analysis to develop prediction models for BRCA1/2 (BRCA1 and/or BRCA2), BRCA1, and BRCA2 pathogenic variants. RESULTS BRCA1 showed associations with aggressive clinicopathological factors such as triple-negative breast cancer and nuclear grade 3. Moreover, the prediction model showed a high area under the curve (AUC) of 0.879. By contrast, BRCA2 exhibited fewer characteristic associated factors, and the AUC of the model was 0.669. Common factors shared by BRCA1/2, BRCA1, and BRCA2 were the age at diagnosis of breast cancer and the youngest age of relatives with breast cancer. Consistent with previous research, early-onset breast cancer appeared to be strongly associated with HBOC. CONCLUSION We successfully developed prediction models for BRCA1/2, BRCA1, and BRCA2 pathogenic variants. By accurately stratifying patients' risk and guiding targeted screening and preventative interventions, these models will contribute to improved management and outcomes of HBOC.
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Affiliation(s)
- Nana Komatsu
- Department of Breast Surgery, Showa University Northern Yokohama Hospital, 35-1 Chigasaki-Chuo, Tsuduki, Yokohama, Kanagawa, 224-8503, Japan
- Division of Breast Surgical Oncology, Department of Surgery, Showa University School of Medicine, Shinagawa, Tokyo, Japan
| | - Takashi Chishima
- Department of Breast Surgery, Showa University Northern Yokohama Hospital, 35-1 Chigasaki-Chuo, Tsuduki, Yokohama, Kanagawa, 224-8503, Japan.
- Division of Breast Surgical Oncology, Department of Surgery, Showa University School of Medicine, Shinagawa, Tokyo, Japan.
| | - Chie Watanabe
- Division of Breast Surgical Oncology, Department of Surgery, Showa University School of Medicine, Shinagawa, Tokyo, Japan
- School of Nursing and Rehabilitation Sciences, Showa University, Shinagawa, Tokyo, Japan
| | - Kanae Taruno
- Division of Breast Surgical Oncology, Department of Surgery, Showa University School of Medicine, Shinagawa, Tokyo, Japan
| | - Mayuko Inuzuka
- Division of Breast Surgical Oncology, Department of Surgery, Showa University School of Medicine, Shinagawa, Tokyo, Japan
- School of Nursing and Rehabilitation Sciences, Showa University, Shinagawa, Tokyo, Japan
| | - Masanori Oshi
- Department of Breast Surgery, Showa University Northern Yokohama Hospital, 35-1 Chigasaki-Chuo, Tsuduki, Yokohama, Kanagawa, 224-8503, Japan
- Department of Breast Surgery, Yokohama City University Graduate School of Medicine, Yokohama, Kanagawa, Japan
| | - Masami Arai
- Department of Clinical Genetics, Graduate School of Medicine, Juntendo University, Bunkyo, Tokyo, Japan
| | - Seigo Nakamura
- Division of Breast Surgical Oncology, Department of Surgery, Showa University School of Medicine, Shinagawa, Tokyo, Japan.
- Institute for Clinical Genetics and Genomics, Showa University, 1-5-8 Hatanodai, Shinagawa, Tokyo, 142-8666, Japan.
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11
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Abdel-Razeq H, Tamimi F, Sharaf B, Nielsen SM, Heald B, Hatchell KE, Esplin ED, Bani Hani H, Al-Azzam K, Alkyam M, Mustafa R, Al-Atary A. Multi-Gene Panel Testing for Hereditary Cancer Predisposition Among Patients Sixty-Five Years and Above Diagnosed With Breast Cancer. World J Oncol 2024; 15:777-783. [PMID: 39328331 PMCID: PMC11424113 DOI: 10.14740/wjon1919] [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: 06/23/2024] [Accepted: 07/22/2024] [Indexed: 09/28/2024] Open
Abstract
Background The availability and affordability of germline genetic testing (GGT) has resulted in a broader utilization in daily clinical practice. However, adherence to testing guidelines is low, especially among older patients, where testing is often not offered. Methods In this study, consecutive, newly diagnosed patients with breast cancer (BC) aged ≥ 65 years and eligible for GGT, as per the National Comprehensive Cancer Network (NCCN) guidelines (version 1, 2021), were invited to participate, from March 2021 to December 2022. Patients were offered a restricted (two- or 20-gene panel), or an expanded 84-gene panel. Results During the study period, 204 patients were enrolled. The mean (standard deviation (SD)) age at BC diagnosis was 70.5 (5.13) years, ranging 65 - 81 years. All patients were Arab and the majority were Jordanian. The majority (n = 188, 92.2%) had early-stage (stages I and II) disease. One hundred three (50.5%) patients were tested with a restricted two-gene (n = 13) or 20-gene (n = 90) panel, while the remaining 101 (49.5%) patients had an expanded 84-gene panel. Family history of close blood relative(s) with BC was the most common indication for testing (n = 110, 53.9%). Among the entire study cohort, 22 (10.8%) had pathogenic/likely pathogenic germline variants (PGVs) and another 97 (47.5%) had ≥ 1 variants of uncertain significance (VUS). PGV rates were significantly higher with the expanded panel (14.9%) compared to restricted testing (6.8%) (P = 0.032). Similarly, VUS rates were significantly higher with the expanded panel (64.4%) compared to the restricted panel (31.1%) (P < 0.001). The most prevalent genes with PGVs were BRCA1/2 (31.3% of all PGV-positive patients), CHEK2 (23.1%) and ATM (19.2%). Conclusion GGT should not be overlooked in older BC patients, as this study demonstrates that > 10% of patients have PGVs, largely in potentially actionable genes.
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Affiliation(s)
- Hikmat Abdel-Razeq
- Department of Internal Medicine, King Hussein Cancer Center, Amman, Jordan
- School of Medicine, the University of Jordan, Amman, Jordan
| | - Faris Tamimi
- Department of Internal Medicine, King Hussein Cancer Center, Amman, Jordan
| | - Baha Sharaf
- Department of Internal Medicine, King Hussein Cancer Center, Amman, Jordan
| | | | | | | | | | - Hira Bani Hani
- Department of Internal Medicine, King Hussein Cancer Center, Amman, Jordan
| | - Khansa Al-Azzam
- Department of Internal Medicine, King Hussein Cancer Center, Amman, Jordan
| | - Mais Alkyam
- Department of Internal Medicine, King Hussein Cancer Center, Amman, Jordan
| | - Rawan Mustafa
- Department of Internal Medicine, King Hussein Cancer Center, Amman, Jordan
| | - Areej Al-Atary
- Department of Internal Medicine, King Hussein Cancer Center, Amman, Jordan
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12
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Hsu E, Arezo SM, Graff SL. Updates in Systemic Treatment of Hormone Receptor-Positive Early-Stage Breast Cancer. Curr Treat Options Oncol 2024; 25:1323-1334. [PMID: 39361142 DOI: 10.1007/s11864-024-01258-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/21/2024] [Indexed: 10/17/2024]
Abstract
OPINION STATEMENT Hormone-receptor positive (HR +) and human epidermal growth factor receptor 2 (HER2) negative early breast cancer (eBC) is a heterogeneous disease with several contributing factors for increased risk of recurrence, including tumor features, individual biomarkers, and genomic risk. The current standard approach in the management of HR + /HER2neg eBC includes chemotherapy and endocrine therapy (ET), and additional therapies based on risk profile, menopausal status, and genetics are sometimes appropriate. The risk of recurrence is more pronounced in patients with high-risk eBC including large tumor size, nodal involvement, high proliferative index, and genetic predisposition. In premenopausal patients with high-risk eBC, ovarian function suppression in combination with adjuvant ET improves survival. In postmenopausal patients, extended aromatase inhibitor (AI) therapy can be considered. Recent trials have identified novel treatment approaches to reduce the risk of recurrence in high-risk HR + /HER2neg eBC including the addition of cyclin-dependent kinase 4 and 6 (CDK4/6) inhibitors to adjuvant ET. For patients with germline BRCA1/BRCA2 mutations, adjuvant poly(adenosine diphosphate-ribose) polymerase (PARP) inhibitors have been shown to improve overall survival (OS). However, despite these recent advances, the risk of recurrence remains substantial, highlighting an area of unmet need. There are several ongoing clinical trials further investigating the role of CDK 4/6 inhibitors and immunotherapy in high-risk HR + /HER2neg eBC.
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Affiliation(s)
- Emily Hsu
- Legorreta Cancer Center at Brown University, Providence, RI, USA
- Lifespan Cancer Institute, Providence, RI, USA
| | - Sabrina M Arezo
- Warren Alpert School of Medicine, Brown University, Providence, RI, USA
| | - Stephanie L Graff
- Legorreta Cancer Center at Brown University, Providence, RI, USA.
- Lifespan Cancer Institute, Providence, RI, USA.
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13
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Elghazaly H, Azim HA, Rugo HS, Cameron D, Swain SM, Curigliano G, Harbeck N, Tripathy D, Arun B, Aapro M, Piccart M, Cardoso F, Gligorov J, Elghazawy H, El Saghir NS, Penault-Llorca F, Perez EA, Poortmans P, Abdelaziz H, El-Zawahry HM, Kassem L, Sabry M, Viale G, Al-Sukhun S, Gado N, Leung JWT, Ezz Elarab L, Cardoso MJ, Abdel Karim K, Foheidi M, Elmaadawy MM, Conte P, Selim ASM, Kandil A, Kamal RM, Paltuev RM, Guarneri V, Abulkhair O, Zakaria O, Golshan M, Orecchia R, ElMahdy M, Abdel-Aziz AM, Eldin NB. Tailoring neoadjuvant systemic therapy in breast cancer: "The advent of a personalized approach"-The Breast-Gynecological and Immuno-Oncology International Cancer Conference (BGICC) consensus and recommendations. Cancer 2024; 130:3251-3271. [PMID: 38985794 DOI: 10.1002/cncr.35389] [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: 10/18/2023] [Revised: 02/19/2024] [Accepted: 03/13/2024] [Indexed: 07/12/2024]
Abstract
BACKGROUND The management of early breast cancer (BC) has witnessed an uprise in the use of neoadjuvant therapy and a remarkable reshaping of the systemic therapy postneoadjuvant treatment in the last few years, with the evolution of many controversial clinical situations that require consensus. METHODS During the 14th Breast-Gynecological and Immuno-Oncology International Cancer Conference held in Egypt in 2022, a panel of 44 BC experts from 13 countries voted on statements concerning debatable challenges in the neo/adjuvant treatment setting. The recommendations were subsequently updated based on the most recent data emerging. A modified Delphi approach was used to develop this consensus. A consensus was achieved when ≥75% of voters selected an answer. RESULTS AND CONCLUSIONS The consensus recommendations addressed different escalation and de-escalation strategies in the setting of neoadjuvant therapy for early BC. The recommendations recapitulate the available clinical evidence and expert opinion to individualize patient management and optimize therapy outcomes. Consensus was reached in 63% of the statements (52/83), and the rationale behind each statement was clarified.
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Affiliation(s)
- Hesham Elghazaly
- Department of Clinical Oncology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Hamdy A Azim
- Department of Clinical Oncology, Kasr Alainy School of Medicine, Cairo University, Giza, Egypt
| | - Hope S Rugo
- Department of Medicine, University of California San Francisco Comprehensive Cancer Center, San Francisco, California, USA
| | - David Cameron
- Edinburgh Cancer Research Centre, Institute of Genetics and Cancer, University of Edinburgh and National Health Service Lothian, Edinburgh, UK
| | - Sandra M Swain
- Georgetown Lombardi Comprehensive Cancer Center, MedStar Health, Washington, District of Columbia, USA
| | - Giuseppe Curigliano
- Department of Oncology and Hemato-Oncology, European Institute of Oncology, IRCCS, University of Milano, Milan, Italy
| | - Nadia Harbeck
- Department of Obstetrics and Gynecology and Comprehensive Cancer Center Munich, Breast Center, Ludwig Maximilian University Hospital, Munich, Germany
| | - Debu Tripathy
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Banu Arun
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Matti Aapro
- Breast Center, Clinique de Genolier, Genolier, Switzerland
| | - Martine Piccart
- Institut Jules Bordet and L'Université Libre de Bruxelles, Brussels, Belgium
| | - Fatima Cardoso
- Breast Unit, Champalimaud Clinical Center/Champalimaud Foundation, Lisbon, Portugal
| | - Joseph Gligorov
- Medical Oncology Department, L'Assistance Publique-Hôpitaux de Paris, Institute Universitaire de Cancérologie, Sorbonne Université, Paris, France
| | - Hagar Elghazawy
- Department of Clinical Oncology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Nagi S El Saghir
- Division of Hematology Oncology, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Frederique Penault-Llorca
- National Institute of Health and Medical Research Unit 1240 "Molecular Imaging and Theranostic Strategies", Department of Pathology, Clermont Auvergne University, Center Jean Perrin, Clermont-Ferrand, France
| | - Edith A Perez
- Department of Hematology and Oncology, Mayo Clinic, Jacksonville, Florida, USA
| | - Philip Poortmans
- Iridium Network and Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk-Antwerp, Belgium
| | - Hany Abdelaziz
- Department of Clinical Oncology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Heba M El-Zawahry
- Department of Clinical Oncology, Kasr Alainy School of Medicine, Cairo University, Giza, Egypt
| | - Loay Kassem
- Department of Clinical Oncology, Kasr Alainy School of Medicine, Cairo University, Giza, Egypt
| | - Mohamed Sabry
- Department of Clinical Oncology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | | | | | - Neven Gado
- Department of Clinical Oncology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Jessica W T Leung
- Department of Breast Imaging, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Lobna Ezz Elarab
- Department of Clinical Oncology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Maria João Cardoso
- Breast Unit, Champalimaud Clinical Center, Champalimaud Foundation, Faculdade de Medicina, Lisbon, Portugal
| | - Khaled Abdel Karim
- Department of Clinical Oncology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Meteb Foheidi
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Adult Medical Oncology, Princess Noorah Oncology Center, King Abdulaziz Medical City, Ministry of National Guard Health Affairs-Western Region, Jeddah, Saudi Arabia
| | - Merit M Elmaadawy
- Diagnostic Radiology Department, Mansoura University, Mansoura, Egypt
| | - Pierfranco Conte
- Department of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, Italy
- Division of Oncology, Istituto Oncologico Veneto-IRCCS, Padova, Italy
| | - Ashraf S M Selim
- Diagnostic and Interventional Radiology Department, Cairo University, Giza, Egypt
| | - Alaa Kandil
- Department of Clinical Oncology, Alexandria School of Medicine, Alexandria, Egypt
| | - Rasha M Kamal
- Diagnostic and Interventional Radiology Department, Cairo University, Giza, Egypt
| | - Ruslan M Paltuev
- Department of Breast Tumours of Federal State Budgetary Institution "Petrov Research Institute of Oncology", Russian Association of Oncological Mammology, St Petersburg, Russia
| | - Valentina Guarneri
- Department of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, Italy
- Division of Oncology, Istituto Oncologico Veneto-IRCCS, Padova, Italy
| | - Omalkhair Abulkhair
- Medical Oncology Department, Oncology Services, Alhabib Hospital, Riyad, Saudi Arabia
| | - Omar Zakaria
- Department of Surgery, Cairo University, Cairo, Egypt
| | - Mehra Golshan
- Department of Surgery, Yale Comprehensive Cancer Center, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Roberto Orecchia
- Scientific Directorate, IRCCS European Institute of Oncology, University of Milan, Milan, Italy
| | - Manal ElMahdy
- Department of Pathology, Ain Shams University, Cairo, Egypt
| | - Ahmed M Abdel-Aziz
- Department of Pathology, Faculty of Medicine, Cairo University, Giza, Egypt
| | - Nermean Bahie Eldin
- Department of Clinical Oncology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
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14
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Arecco L, Latocca MM, Blondeaux E, Riccardi F, Mocerino C, Guarneri V, Mioranza E, Bisagni G, Gasparini E, Puglisi F, Membrino A, Ferro A, Adamo V, Giovanardi F, Tamberi S, Donati S, Landucci E, Biganzoli L, Piccinini S, Pastorino S, de Azambuja E, Poggio F, Lambertini M, Del Mastro L. Adjuvant endocrine therapy choices in premenopausal patients with hormone receptor-positive early breast cancer: Insights from the prospective GIM23-POSTER study. Breast 2024; 77:103769. [PMID: 39043079 PMCID: PMC11325348 DOI: 10.1016/j.breast.2024.103769] [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: 02/28/2024] [Revised: 06/25/2024] [Accepted: 07/08/2024] [Indexed: 07/25/2024] Open
Abstract
BACKGROUND Most premenopausal patients with early breast cancer (eBC) are diagnosed with hormone receptor-positive disease and therefore candidate for adjuvant endocrine therapy (ET). PATIENTS AND METHODS The Gruppo Italiano Mammella (GIM) 23-POSTER (GIM23) is a multicenter, prospective, observational study conducted in 26 Italian institutions, aiming to evaluate ET choices for premenopausal patients affected by hormone receptor-positive eBC in a real-world setting. Here we report also the results in terms of type of ET prescribed according to the definition of high-risk patients by monarchE and NATALEE trials. RESULTS Between October 2019 and June 2022, 600 premenopausal patients were included, with a median age of 46 years. Almost half (271, 45.2 %) of the patients had stage I disease, while 254 (42.3 %) and 60 (10.0 %) patients had stage II and III, respectively. Overall, 149 (25.1 %) patients received tamoxifen alone, 83 (14.0 %) tamoxifen with ovarian function suppression (OFS), while 361 (60.9 %) received aromatase inhibitor (AI) with OFS. Patients treated with AI and OFS had higher number of metastatic axillary nodes, higher grade and more often received chemotherapy (all p < 0.001). According to the inclusion criteria of the monarchE and NATALEE trials, 81 patients (15.6 %) were considered high-risk for the monarchE and received AI with OFS in 88.9 % of the cases, while 231 patients (44.4 %) were considered high-risk for the NATALEE trial and received AI with OFS in 74.5 % of cases. CONCLUSIONS AI with OFS is the most prescribed adjuvant ET among premenopausal patients, especially in the presence of high-risk features.
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Affiliation(s)
- Luca Arecco
- Department of Medical Oncology, Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Université libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), Institut Jules Bordet, Academic Trials Promoting Team (ATPT), Bruxelles, Belgium.
| | - Maria Maddalena Latocca
- Department of Medical Oncology, Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Eva Blondeaux
- U.O. Epidemiologia Clinica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | | | | | - Valentina Guarneri
- DiSCOG, Università di Padova, Padova, Italy; U.O.C. Oncologia 2, Istituto Oncologico Veneto IRCCS, Padova, Italy
| | | | - Giancarlo Bisagni
- Medical Oncology, Comprehensive Cancer Centre, AUSL-IRCCS di Reggio Emilia, Italy
| | - Elisa Gasparini
- Medical Oncology, Comprehensive Cancer Centre, AUSL-IRCCS di Reggio Emilia, Italy
| | - Fabio Puglisi
- Department of Medical Oncology, Unit of Medical Oncology and Cancer Prevention, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy; Department of Medicine, University of Udine, Udine, Italy
| | - Alexandro Membrino
- Department of Medical Oncology, Unit of Medical Oncology and Cancer Prevention, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy; Department of Medicine, University of Udine, Udine, Italy
| | - Antonella Ferro
- Department of Medical Oncology, Rete Clinica Senologica, APSS, Trento, Italy
| | - Vincenzo Adamo
- Oncology Clinical Trial Center, Papardo Hospital, Messina, Italy
| | - Filippo Giovanardi
- Medical Oncology, Comprehensive Cancer Centre, AUSL-IRCCS di Reggio Emilia, Italy
| | - Stefano Tamberi
- Department of Medical Oncology, Area Vasta Romagna, Faenza Hospital, Faenza, Italy
| | - Sara Donati
- Department of Medical Oncology, Versilia Hospital, Azienda Usl Toscana Nord Ovest, Lido di Camaiore, Italy
| | | | - Laura Biganzoli
- Department of Oncology, Hospital of Prato, Azienda USL Toscana Centro, Italy
| | - Sara Piccinini
- Department of Medical Oncology, Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Simona Pastorino
- Department of Medical Oncology, Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Evandro de Azambuja
- Université libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), Institut Jules Bordet, Academic Trials Promoting Team (ATPT), Bruxelles, Belgium
| | - Francesca Poggio
- Department of Medical Oncology, Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Matteo Lambertini
- Department of Medical Oncology, Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Department of Internal Medicine and Medical Specialties (DIMI), School of Medicine, University of Genova, Genova, Italy
| | - Lucia Del Mastro
- Department of Medical Oncology, Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Department of Internal Medicine and Medical Specialties (DIMI), School of Medicine, University of Genova, Genova, Italy
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15
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Tang H, Li YX, Lian JJ, Ng HY, Wang SSY. Personalized treatment using predictive biomarkers in solid organ malignancies: A review. TUMORI JOURNAL 2024; 110:386-404. [PMID: 39091157 DOI: 10.1177/03008916241261484] [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: 08/04/2024]
Abstract
In recent years, the influence of specific biomarkers in the diagnosis and prognosis of solid organ malignancies has been increasingly prominent. The relevance of the use of predictive biomarkers, which predict cancer response to specific forms of treatment provided, is playing a more significant role than ever before, as it affects diagnosis and initiation of treatment, monitoring for efficacy and side effects of treatment, and adjustment in treatment regimen in the long term. In the current review, we explored the use of predictive biomarkers in the treatment of solid organ malignancies, including common cancers such as colorectal cancer, breast cancer, lung cancer, prostate cancer, and cancers associated with high mortalities, such as pancreatic cancer, liver cancer, kidney cancer and cancers of the central nervous system. We additionally analyzed the goals and types of personalized treatment using predictive biomarkers, and the management of various types of solid organ malignancies using predictive biomarkers and their relative efficacies so far in the clinical settings.
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16
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Quintana A, Saini KS, Vidal L, Peg V, Slebe F, Loibl S, Curigliano G, Schmid P, Cortes J. Window of opportunity trials with immune checkpoint inhibitors in triple-negative breast cancer. ESMO Open 2024; 9:103713. [PMID: 39357122 PMCID: PMC11480225 DOI: 10.1016/j.esmoop.2024.103713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 07/08/2024] [Accepted: 08/18/2024] [Indexed: 10/04/2024] Open
Abstract
Patients with triple-negative breast cancer (TNBC) have a relatively poor clinical outcome. The immune checkpoint inhibitor (ICI) pembrolizumab combined with chemotherapy is the current standard of care in TNBC patients with stage II and III. Monotherapy with ICIs has not been comprehensively assessed in the neoadjuvant setting in TNBC patients, given unfavorable results in metastatic trials. ICIs, however, have been tested in the window of opportunity (WOO) before surgery or standard chemotherapy-based neoadjuvant treatment. The WOO design is well suited to assess an ICI alone or in combination with other ICIs, targeted therapy, radiotherapy or cryotherapy, and measure their pharmacodynamic and clinical effect in this treatment-naive population. Some patients show a good response to ICIs in WOO studies. Biomarkers like tumor-infiltrating lymphocytes, programmed death ligand-1, and interferon-γ signature may predict activity and may identify patients likely to benefit from ICIs. Moreover, an increase in tumor-infiltrating lymphocytes, programmed death ligand-1 expression or T cell receptor expansion following administration of ICIs in the WOO setting could potentially inform of immunotherapy benefit, which would allow tailoring further treatment. This article reviews WOO trials that assessed immunotherapy in the early-stage TNBC population, and how these results could be translated to test de-escalation strategies of neoadjuvant chemotherapy and immunotherapy without compromising a patient's prognosis.
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Affiliation(s)
- A Quintana
- Breast Cancer Unit, Vall d'Hebrón Institute of Oncology, Barcelona, Spain.
| | - K S Saini
- Fortrea, Inc., Durham, USA; Addenbrooke's Hospital, Cambridge University Hospitals National Health Service (NHS) Foundation Trust, Cambridge, UK
| | | | - V Peg
- Biomedical Research Network Centre in Oncology (CIBERONC), Madrid; Department of Pathology, Vall d'Hebron University Hospital, Barcelona; Departament of Medicine, Universitat Autonoma de Barcelona, Barcelona
| | - F Slebe
- Medica Scientia Innovation Research (MedSIR), Barcelona, Spain; Oncoclínicas & Co, Jersey City, New Jersey and Sao Paulo, Brazil
| | - S Loibl
- German Breast Group, GBG Forschungs GmbH, Neu-Isenburg, Germany
| | - G Curigliano
- European Institute of Oncology, IRCCS, Milan; Department of Oncology and Hemato-Oncology, University of Milano, Milan, Italy
| | - P Schmid
- Barts Cancer Institute, Queen Mary University London, London, UK
| | - J Cortes
- Medica Scientia Innovation Research (MedSIR), Barcelona, Spain; Oncoclínicas & Co, Jersey City, New Jersey and Sao Paulo, Brazil; Universidad Europea de Madrid, Faculty of Biomedical and Health Sciences, Department of Medicine, Madrid; International Breast Cancer Center, Pangaea Oncology, Quironsalud Group, Barcelona; IOB Madrid, Institute of Oncology, Hospital Beata Maria Ana, Madrid, Spain
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17
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Foulkes WD. BRCA1 and friends 30 years on. Nat Rev Genet 2024; 25:671-672. [PMID: 38886216 DOI: 10.1038/s41576-024-00754-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/20/2024]
Affiliation(s)
- William D Foulkes
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada.
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18
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Graetz I, Hernandez S, Arshad S, Byers K, Meisel J, Sadigh G, Sakach EA, Gogineni K, Torres MA. Leveraging Mobile Health to Improve Capecitabine Adherence Among Women With Breast Cancer: A Pilot Randomized Controlled Trial. JCO Oncol Pract 2024; 20:1376-1383. [PMID: 38917401 DOI: 10.1200/op.24.00031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 04/10/2024] [Accepted: 04/30/2024] [Indexed: 06/27/2024] Open
Abstract
PURPOSE Oral capecitabine improves convenience compared to intravenous therapies but presents monitoring challenges. We conducted a randomized pilot trial to evaluate a mobile health intervention to remotely monitor capecitabine adherence and patient-reported outcomes (PROs) among women with breast cancer. METHODS Patients with breast cancer prescribed capecitabine, an oral chemotherapy with a complex, cyclical regimen, were randomly assigned to enhanced usual care (EUC) or PRO arm. Participants were asked to use a smart pill bottle to measure adherence (timing and dose) and complete baseline and 90-day follow-up surveys. PRO participants received text messages for missed or incorrect doses and weekly text-based symptom assessments, and their oncologists received alerts for severe symptoms or missed doses. We compared nonadherence (<80%) and changes from enrollment to follow-up on reported physical and mental health quality-of-life scores and number of severe symptoms by study arm. RESULTS Overall, 32 women were randomly assigned (17 EUC and 15 PRO): 28 (87.5%) received the intervention and 24 (78.1%) completed the follow-up survey. Among participants who received the intervention, PRO participants responded to 83.3% of symptom questions; 7.7% of PRO participants were nonadherent compared with 40.0% of EUC participants (P = .049). Among those who completed the follow-up survey, 12.5% of PRO participants had reductions in their mental health composite scores compared with 69.2% of EUC participants (P = .011); 10% of PRO participants had more severe symptoms at follow-up compared with 57.1% of EUC participants (P = .019). CONCLUSION A mobile health intervention using text message reminders and symptom assessments improved medication adherence and mental health quality-of-life scores and lowered symptom burden of patients with breast cancer prescribed capecitabine. Future work should evaluate the longer-term impacts of this intervention.
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Affiliation(s)
- Ilana Graetz
- Department of Health Policy and Management, Emory Rollins School of Public Health, Atlanta, GA
| | - Samuel Hernandez
- Department of Health Policy and Management, Emory Rollins School of Public Health, Atlanta, GA
| | - Sara Arshad
- Department of Health Policy and Management, Emory Rollins School of Public Health, Atlanta, GA
| | | | - Jane Meisel
- Department of Hematology and Oncology, Winship Cancer Institute, Emory University, Atlanta, GA
| | - Gelareh Sadigh
- Department of Radiological Sciences, University of California Irvine, Orange, CA
| | - Elizabeth A Sakach
- Department of Hematology and Oncology, Winship Cancer Institute, Emory University, Atlanta, GA
| | - Keerthi Gogineni
- Department of Hematology and Oncology, Winship Cancer Institute, Emory University, Atlanta, GA
| | - Mylin A Torres
- Department of Radiation Oncology, Winship Cancer Institute, Emory University, Atlanta, GA
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19
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Mitri Z, Goodyear SM, Mills G. Strategies for the prevention or reversal of PARP inhibitor resistance. Expert Rev Anticancer Ther 2024; 24:959-975. [PMID: 39145413 DOI: 10.1080/14737140.2024.2393251] [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: 06/06/2024] [Revised: 08/09/2024] [Accepted: 08/13/2024] [Indexed: 08/16/2024]
Abstract
INTRODUCTION Advances in our understanding of tumor biology shed light on hallmarks of cancer development and progression that include dysregulated DNA damage repair (DDR) machinery. Leveraging the underlying tumor genomic instability and tumor-specific defects in DDR, Poly (ADP-ribose) polymerase (PARP) inhibitors (PARPi) induced DNA damage emerges as a novel non-chemotherapy therapeutic opportunity. PARPis are currently approved in multiple tumor types, with the largest benefit seen in tumors with homologous recombination repair (HRR) deficiency, including germline and somatic mutations in BRCA1/2 genes (BRCA) and other pathway members such as PALB2 and Rad51c. AREAS COVERED This review article summarizes the current approval landscape and known and proposed mechanisms of resistance to PARPi. Further, therapeutic strategies to overcome PARPi resistance are discussed, including ongoing clinical trials. EXPERT OPINION PARPi have proven to be a safe and effective therapy and represents a cornerstone treatment across multiple solid tumor types. Elucidating innate and acquired mechanisms of resistance, coupled with the emergence of novel therapeutic options to capitalize on the activity of PARPi and prevent or reverse the acquisition of resistance, provides an opportunity to further expand the role of PARPi in cancer therapy.
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Affiliation(s)
- Zahi Mitri
- Faculty of Medicine, The University of British Columbia, Vancouver, BC, Canada
| | - Shaun M Goodyear
- Developmental and Cancer Biology, Knight Cancer Institute, Portland, OR, USA
| | - Gordon Mills
- Developmental and Cancer Biology, Knight Cancer Institute, Portland, OR, USA
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20
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Moore AM, Caudle AS, Sun SX, Yi M, Smith BD, Valero V, Yang W, Kuerer HM, Hunt KK, Teshome M. Residual Nodal Burden After Neoadjuvant Chemotherapy in cN1 Breast Cancer Patients with Positive Nodes at Targeted Axillary Dissection. Ann Surg Oncol 2024; 31:7264-7270. [PMID: 39044106 DOI: 10.1245/s10434-024-15797-6] [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] [Accepted: 06/25/2024] [Indexed: 07/25/2024]
Abstract
BACKGROUND Targeted axillary dissection (TAD) facilitates nodal staging in cN1 breast cancer after neoadjuvant chemotherapy (NAC). Completion axillary node dissection (cALND) remains the standard of care for TAD-positive patients. This study investigated factors associated with additional positive nodes at cALND (cALND+) and the impact on the residual cancer burden (RCB). METHODS Retrospective review of cN1 breast cancer patients treated with NAC and TAD was conducted from July 2013 to June 2023. The review defined cN1 status by ultrasound (US) and biopsy. Patient, tumor, and treatment characteristics were evaluated. Multivariate analysis was performed to identify factors associated with cALND+, and RCB was calculated. RESULTS Of 902 patients who underwent TAD, 554 (61.4%) were TAD-positive. 457 underwent cALND, and 124 (27%) were cALND+ (average 4.1 additional +nodes). The cALND+ patients had larger primary tumors at diagnosis (4 vs 3.5 cm; p = 0.04), more than three suspicious nodes on initial US (30% vs 13%; p ≤ 0.0001), larger residual primary tumors on pathology (median, 3 vs 2.1 cm; p = 0.0004), and more positive TAD nodes (median, 2 vs 1; p ≤ 0.0001). In the multivariate analysis, the factors associated with cALND+ were more than three suspicious nodes on initial US (odds ratio [OR], 2.9; p ≤ 0.0001), more positive TAD nodes (OR, 1.1; p ≤ 0.0001), larger clipped node metastasis (OR, 1.1; p ≤ 0.0001), and larger residual tumor on pathology (OR, 1.1; p = 0.006). Of 65 cALND+ patients with RCB class I or II, 29 (45%) had an increase in RCB based on cALND. CONCLUSION Of cN1 breast cancer patients treated with NAC who are TAD-positive, approximately 25% will have additional nodal disease on cALND. In these patients, positive cALND is associated with greater disease burden, which has potential implications for RCB status and prognosis.
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Affiliation(s)
- Alexandra M Moore
- Department of Breast Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Abigail S Caudle
- Department of Breast Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Susie X Sun
- Department of Breast Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Min Yi
- Department of Breast Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Benjamin D Smith
- Department of Breast Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Vicente Valero
- Department of Breast Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Wei Yang
- Department of Breast Imaging, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Henry M Kuerer
- Department of Breast Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kelly K Hunt
- Department of Breast Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mediget Teshome
- Department of Surgery, Division of Surgical Oncology, University of California Los Angeles, Los Angeles, CA, USA
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21
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Asemota S, Effah W, Holt J, Johnson D, Cripe L, Ponnusamy S, Thiyagarajan T, Khosrosereshki Y, Hwang DJ, He Y, Grimes B, Fleming MD, Pritchard FE, Hendrix A, Fan M, Jain A, Choi HY, Makowski L, Hayes DN, Miller DD, Pfeffer LM, Santhanam B, Narayanan R. A molecular switch from tumor suppressor to oncogene in ER+ve breast cancer: Role of androgen receptor, JAK-STAT, and lineage plasticity. Proc Natl Acad Sci U S A 2024; 121:e2406837121. [PMID: 39312663 PMCID: PMC11459127 DOI: 10.1073/pnas.2406837121] [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: 04/10/2024] [Accepted: 08/19/2024] [Indexed: 09/25/2024] Open
Abstract
Cancers develop resistance to inhibitors of oncogenes mainly due to target-centric mechanisms such as mutations and splicing. While inhibitors or antagonists force targets to unnatural conformation contributing to protein instability and resistance, activating tumor suppressors may maintain the protein in an agonistic conformation to elicit sustainable growth inhibition. Due to the lack of tumor suppressor agonists, this hypothesis and the mechanisms underlying resistance are not understood. In estrogen receptor (ER)-positive breast cancer (BC), androgen receptor (AR) is a druggable tumor suppressor offering a promising avenue for this investigation. Spatial genomics suggests that the molecular portrait of AR-expressing BC cells in tumor microenvironment corresponds to better overall patient survival, clinically confirming AR's role as a tumor suppressor. Ligand activation of AR in ER-positive BC xenografts reprograms cistromes, inhibits oncogenic pathways, and promotes cellular elasticity toward a more differentiated state. Sustained AR activation results in cistrome rearrangement toward transcription factor PROP paired-like homeobox 1, transformation of AR into oncogene, and activation of the Janus kinase/signal transducer (JAK/STAT) pathway, all culminating in lineage plasticity to an aggressive resistant subtype. While the molecular profile of AR agonist-sensitive tumors corresponds to better patient survival, the profile represented in the resistant phenotype corresponds to shorter survival. Inhibition of activated oncogenes in resistant tumors reduces growth and resensitizes them to AR agonists. These findings indicate that persistent activation of a context-dependent tumor suppressor may lead to resistance through lineage plasticity-driven tumor metamorphosis. Our work provides a framework to explore the above phenomenon across multiple cancer types and underscores the importance of factoring sensitization of tumor suppressor targets while developing agonist-like drugs.
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Affiliation(s)
- Sarah Asemota
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Wendy Effah
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Jeremiah Holt
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Daniel Johnson
- Molecular Bioinformatics Core, University of Tennessee Health Science Center, Memphis, TN38163
| | - Linnea Cripe
- Department of Surgery, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Suriyan Ponnusamy
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Thirumagal Thiyagarajan
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Yekta Khosrosereshki
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Dong-Jin Hwang
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Tennessee Health Science Center, Memphis, TN38163
| | - Yali He
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Tennessee Health Science Center, Memphis, TN38163
| | - Brandy Grimes
- West Cancer Center and Research Institute, Memphis, TN38120
| | - Martin D. Fleming
- Department of Surgery, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Frances E. Pritchard
- Department of Surgery, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Ashley Hendrix
- Department of Surgery, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Meiyun Fan
- Department of Pathology, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Abhinav Jain
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, TX77030
| | - Hyo Young Choi
- University of Tennessee Health Science Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN38163
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis, TN38163
| | - Liza Makowski
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
- University of Tennessee Health Science Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN38163
| | - D. Neil Hayes
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
- University of Tennessee Health Science Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN38163
| | - Duane D. Miller
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Tennessee Health Science Center, Memphis, TN38163
- University of Tennessee Health Science Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN38163
| | - Lawrence M. Pfeffer
- Department of Pathology, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
- University of Tennessee Health Science Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN38163
| | - Balaji Santhanam
- Center of Excellence for Data Driven Discovery and Department of Structural Biology, St. Jude Children’s Research Hospital, Memphis, TN38105
| | - Ramesh Narayanan
- Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN38163
- University of Tennessee Health Science Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN38163
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22
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Schrock-Kelley S, Souter V, Hall MJ, Sha Y, Sengupta U, ElNaggar AC, Liu MC, Weitzel JN. Poor compliance with germline testing recommendations in colorectal cancer patients undergoing molecular residual disease testing. COMMUNICATIONS MEDICINE 2024; 4:185. [PMID: 39349798 PMCID: PMC11442811 DOI: 10.1038/s43856-024-00608-6] [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: 01/26/2024] [Accepted: 09/16/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND Approximately 15% of colorectal cancers (CRCs) are associated with germline mutations. There is increasing adoption of DNA-based assays for molecular residual disease (MRD) and growing evidence supporting its clinical utility, particularly for CRC by oncologists in the U.S. We assessed the uptake of germline multi-gene panel testing (MGPT) for hereditary cancer in CRC patients receiving MRD analyses in community oncology settings. METHODS This retrospective study included 80 patients receiving care for CRC through community oncology practices who were referred for MRD testing at a commercial laboratory (January-March 2022). Clinical data, including test requisition forms, pathology reports, and clinical notes were reviewed. Documentation of tumor microsatellite instability and/or immunohistochemical (IHC) testing for mismatch repair (MMR) deficiency, age of CRC diagnosis, family history of cancer, and any order or recommendation for MGPT were assessed. RESULTS Overall, 5/80 (6.3%) patients in the study have documented germline MGPT; 65/80 (81.3%) patients have documented MMR testing of their colorectal tumor. Among the 5 cases with abnormal MMR IHC, 2 have MGPT. Of the 33 patients meeting the 2021 National Comprehensive Cancer Network (NCCN) criteria for genetic/familial high-risk assessment, only 2 have MGPT. CONCLUSIONS Our real-world data suggest that many CRC patients receiving MRD testing and meeting NCCN (v. 2021) criteria for germline MGPT may not be receiving evaluation beyond routine MMR status. Process and educational improvements are needed in community health settings to increase access and uptake of germline testing among CRC patients regardless of age at diagnosis or MMR status.
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Affiliation(s)
| | | | - Michael J Hall
- Department of Clinical Genetics, Cancer Prevention and Control Program, Fox Chase Cancer Center, Philadelphia, PA, USA
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23
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Karihtala P, Laatikainen O, Tuominen S, Ågesen T, Eliasen R. Prevalence, prognosis, and health care resource utilization in carriers of pathogenic germline variants in BRCA1/2 with incident early-stage breast cancer: a Finnish population-based study. Acta Oncol 2024; 63:736-745. [PMID: 39319938 PMCID: PMC11445600 DOI: 10.2340/1651-226x.2024.40829] [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: 05/20/2024] [Accepted: 09/15/2024] [Indexed: 09/26/2024]
Abstract
BACKGROUND AND PURPOSE Data on real-world prevalence and outcomes in patients diagnosed with pathogenic germline variants in BRCA1 or BRCA2 (gBRCAm) breast cancer is sparse. MATERIAL AND METHODS An observational cohort study including all patients diagnosed with incident early-stage breast cancer and recorded in Helsinki University Hospital data lake 2012-2022, accounting for one-third of the Finnish breast cancer patient population. RESULTS Among 14,696 incident early-stage breast cancer patients, 11.2% (n = 1,644) were tested for gBRCAm. Of the tested population, 7.4% (n = 122) carried gBRCAm. Of the 122 gBRCAm patients, 95.1% (n = 116) were women, with a median age at diagnosis of 46.4 years. Among the same patient group, HER2 status was available for 87.7% (n = 107) of the patients. Among these, 49.5% (n = 53) had hormone receptor-positive (HR+), HER2-negative breast cancer, 13.1% were (n = 14) HER2-positive, and 37.3% (n = 40) of patients had triple-negative breast cancer. The tested patients were significantly younger compared with non-tested patients. No significant differences in overall survival or healthcare resource utilization between the tested patients with gBRCAm and gBRCA wild-type (gBRCAwt) were observed. INTERPRETATION This comprehensive observational study supports previous findings of gBRCAm prevalence in the Western early-stage breast cancer population. While no differences in survival were observed between patients with gBRCAm and gBRCAwt, it is important to consider the potential influence of selection bias, particularly due to the younger gBRCAm testing target population and the overall low frequency of testing. Therefore, a substantial proportion of the patients carrying gBRCAm likely remained undiagnosed, and wider screening criteria are warranted.
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Affiliation(s)
- Peeter Karihtala
- Department of Oncology, Helsinki University Hospital Comprehensive Cancer Center and University of Helsinki, Helsinki, Finland.
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24
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Sriramulu S, Thoidingjam S, Speers C, Nyati S. Present and Future of Immunotherapy for Triple-Negative Breast Cancer. Cancers (Basel) 2024; 16:3250. [PMID: 39409871 PMCID: PMC11475478 DOI: 10.3390/cancers16193250] [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: 08/12/2024] [Revised: 09/18/2024] [Accepted: 09/23/2024] [Indexed: 10/20/2024] Open
Abstract
Triple-negative breast cancer (TNBC) lacks the expression of estrogen receptors (ERs), human epidermal growth factor receptor 2 (HER2), and progesterone receptors (PRs). TNBC has the poorest prognosis among breast cancer subtypes and is more likely to respond to immunotherapy due to its higher expression of PD-L1 and a greater percentage of tumor-infiltrating lymphocytes. Immunotherapy has revolutionized TNBC treatment, especially with the FDA's approval of pembrolizumab (Keytruda) combined with chemotherapy for advanced cases, opening new avenues for treating this deadly disease. Although immunotherapy can significantly improve patient outcomes in a subset of patients, achieving the desired response rate for all remains an unmet clinical goal. Strategies that enhance responses to immune checkpoint blockade, including combining immunotherapy with chemotherapy, molecularly targeted therapy, or radiotherapy, may improve response rates and clinical outcomes. In this review, we provide a short background on TNBC and immunotherapy and explore the different types of immunotherapy strategies that are currently being evaluated in TNBC. Additionally, we review why combination strategies may be beneficial, provide an overview of the combination strategies, and discuss the novel immunotherapeutic opportunities that may be approved in the near future for TNBC.
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Affiliation(s)
- Sushmitha Sriramulu
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, Detroit, MI 48202, USA
| | - Shivani Thoidingjam
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, Detroit, MI 48202, USA
| | - Corey Speers
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Radiation Oncology, UH Seidman Cancer Center, University Hospitals Case Medical Center, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Shyam Nyati
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, Detroit, MI 48202, USA
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI 48202, USA
- Department of Radiology, Michigan State University, East Lansing, MI 48824, USA
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25
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Cheng Y, Hou Y, Ye Z, Qiu C, Li S, Li L, Lin Y, Chen N, Yao Y, Jiang Z, Zhu W, Wu F, Zhang Y, Kou L, Chen R. Photothermal nanocomposite reactivate "immune-hot" for triple-negative breast cancer treatment via glutamine metabolism reprograming. Colloids Surf B Biointerfaces 2024; 245:114268. [PMID: 39357388 DOI: 10.1016/j.colsurfb.2024.114268] [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: 08/23/2024] [Revised: 09/16/2024] [Accepted: 09/23/2024] [Indexed: 10/04/2024]
Abstract
Herein, a photothermal nanocomposite PAI@CB839 nanoparticles (NPs) was constructed to perform a heat-immune therapy for triple-negative breast cancer (TNBC). Firstly, a photothermal agent animated IR780 was modified on a mPEG-NH2 using 4,4'-dicarboxylazobenzene as a linker. The synthesized PAI exhibited superior photothermal efficiency of the IR780 even after assembling in water. As a functional carrier, PAI was used to load and deliver the glutaminase inhibitor CB839 to tumor tissue. In the hypoxic environment of tumor cells, the azo bond would break, triggering the release of cargo. Upon irradiation, the outstanding photothermal properties of IR780 resulted in tumor cell damage. This process could promote immunogenic cell death and program tumor to "immune-hot" condition. Concurrently, CB839 strengthened the antitumor immune response by remodulating the immunosuppressive TME through disturbing Glu abnormal metabolism, which further inhibited TNBC growth and metastasis. In conclusion, PAI@CB839 NPs exhibited great antitumor efficiency, which pave a new way for TNBC therapeutic regimen development.
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Affiliation(s)
- Yingfeng Cheng
- Wenzhou Municipal Key Laboratory of Pediatric Pharmacy, Department of Pharmacy, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, China; School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, China; Key Laboratory of Structural Malformations in Children of Zhejiang Province, Wenzhou 325027, China
| | - Yanxian Hou
- Wenzhou Municipal Key Laboratory of Pediatric Pharmacy, Department of Pharmacy, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, China
| | - Zhanzheng Ye
- Wenzhou Municipal Key Laboratory of Pediatric Pharmacy, Department of Pharmacy, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, China
| | - Chenyu Qiu
- Wenzhou Municipal Key Laboratory of Pediatric Pharmacy, Department of Pharmacy, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, China
| | - Shize Li
- Wenzhou Municipal Key Laboratory of Pediatric Pharmacy, Department of Pharmacy, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, China; Key Laboratory of Structural Malformations in Children of Zhejiang Province, Wenzhou 325027, China
| | - Lele Li
- Wenzhou Municipal Key Laboratory of Pediatric Pharmacy, Department of Pharmacy, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, China; School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, China; Key Laboratory of Structural Malformations in Children of Zhejiang Province, Wenzhou 325027, China
| | - Yinhao Lin
- Wenzhou Municipal Key Laboratory of Pediatric Pharmacy, Department of Pharmacy, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, China; Key Laboratory of Structural Malformations in Children of Zhejiang Province, Wenzhou 325027, China
| | - Nuo Chen
- Wenzhou Municipal Key Laboratory of Pediatric Pharmacy, Department of Pharmacy, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, China
| | - Yinsha Yao
- Wenzhou Municipal Key Laboratory of Pediatric Pharmacy, Department of Pharmacy, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, China; School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, China
| | - Zewei Jiang
- Wenzhou Municipal Key Laboratory of Pediatric Pharmacy, Department of Pharmacy, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, China
| | - Wanling Zhu
- Department of Pharmacy, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China
| | - Fugen Wu
- Department of Pediatrics, Wenling Hospital of Wenzhou Medical University, Wenling 317500, China
| | - Youting Zhang
- Wenzhou Municipal Key Laboratory of Pediatric Pharmacy, Department of Pharmacy, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, China.
| | - Longfa Kou
- Wenzhou Municipal Key Laboratory of Pediatric Pharmacy, Department of Pharmacy, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, China; Key Laboratory of Structural Malformations in Children of Zhejiang Province, Wenzhou 325027, China
| | - Ruijie Chen
- Wenzhou Municipal Key Laboratory of Pediatric Pharmacy, Department of Pharmacy, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, China; School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, China; Key Laboratory of Structural Malformations in Children of Zhejiang Province, Wenzhou 325027, China.
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26
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Hirmas N, Holtschmidt J, Loibl S. Shifting the Paradigm: The Transformative Role of Neoadjuvant Therapy in Early Breast Cancer. Cancers (Basel) 2024; 16:3236. [PMID: 39335206 PMCID: PMC11430607 DOI: 10.3390/cancers16183236] [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: 09/05/2024] [Revised: 09/20/2024] [Accepted: 09/20/2024] [Indexed: 09/30/2024] Open
Abstract
The use of neoadjuvant systemic therapy (NST) has become increasingly important in the treatment of breast cancer because of its various advantages. These include the ability to downstage tumors without compromising locoregional control and the potential to obtain valuable information about clinical and biological response to therapy with implications for individual prognoses. Surgical response assessment paves the way for response-adapted therapy, and pathological complete response (pCR; defined as ypT0/is ypN0) serves as an additional endpoint for drug development trials. Recommended NST regimens commonly consist of anthracyclines and taxane, with dose-dense anthracyclines and weekly paclitaxel often preferred, whenever feasible. For patients with human epidermal growth factor receptor-2 (HER2)-positive tumors, dual anti-HER2 therapy (trastuzumab and pertuzumab) is indicated together with NST in case of elevated risk of recurrence. For patients with triple-negative breast cancer (TNBC), adding carboplatin to NST correlates with improved pCR and survival rates, as does the addition of immune checkpoint inhibitors. For hormone receptor (HR)-positive/HER2-negative cancers, emerging data on NST including immune checkpoint inhibitors may elevate the significance of NST in high-risk luminal breast cancer. Here, we present a synthesis of the results from neoadjuvant clinical trials that aim at optimizing treatment options for patients with high-risk breast cancer.
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Affiliation(s)
- Nader Hirmas
- German Breast Group, 63263 Neu-Isenburg, Germany
| | | | - Sibylle Loibl
- German Breast Group, 63263 Neu-Isenburg, Germany
- Faculty of Medicine, Goethe University Frankfurt, 60590 Frankfurt, Germany
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27
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Ascione L, Castellano G, Curigliano G, Zagami P. Endocrine therapy for early breast cancer in the era of oral selective estrogen receptor degraders: challenges and future perspectives. Curr Opin Oncol 2024; 36:00001622-990000000-00202. [PMID: 39246179 PMCID: PMC11460762 DOI: 10.1097/cco.0000000000001085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/10/2024]
Abstract
PURPOSE OF REVIEW Growth and survival of hormone receptor positive breast cancer cells are dependent on circulating hormones (e.g., estrogen and progesterone). Endocrine therapy improved outcomes in both early and advanced hormone receptor positive breast cancer. These treatments include drugs with different mechanisms of action, namely selective estrogen receptor modulators (SERM), aromatase inhibitors, and selective estrogen receptor degraders (SERDs). SERDs represent estrogen receptor antagonists, favoring its degradation and thus interfering with proliferation genes transcription and activation. Fulvestrant is the first approved SERD, administered intramuscularly for treating advanced breast cancer. RECENT FINDINGS Oral SERDs have been tested to overcome the limitation of the intramuscular administration, and to increase SERD bioavailability. Recently, an oral SERD, Elacestrant, has been approved by the Food and Drug Administration (FDA) for patients carrying an ESR1 mutation. In fact, oral SERDs seem to be effective in tumors harboring ESR1 mutations, a well known mechanism of resistance to endocrine therapy (especially aromatase inhibitors). SUMMARY More recently, oral SERDs have been tested in patients with early hormone receptor positive breast cancer, although their impact on survival and in this curative setting compared to standard endocrine therapy still needs to be elucidated. The best timing and duration of SERD administration and specific biomarkers in (neo)adjuvant setting remain largely unknown.
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Affiliation(s)
- Liliana Ascione
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology (IEO) IRCCS
- Department of Oncology and Hematology (DIPO), University of Milan, Milan, Italy
| | - Grazia Castellano
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology (IEO) IRCCS
- Department of Oncology and Hematology (DIPO), University of Milan, Milan, Italy
| | - Giuseppe Curigliano
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology (IEO) IRCCS
- Department of Oncology and Hematology (DIPO), University of Milan, Milan, Italy
| | - Paola Zagami
- Division of Early Drug Development for Innovative Therapies, European Institute of Oncology (IEO) IRCCS
- Department of Oncology and Hematology (DIPO), University of Milan, Milan, Italy
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28
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Kimura H, Lahouel K, Tomasetti C, Roberts NJ. Functional characterization of all CDKN2A missense variants and comparison to in silico models of pathogenicity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.12.28.573507. [PMID: 38234851 PMCID: PMC10793438 DOI: 10.1101/2023.12.28.573507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
Abstract
Interpretation of variants identified during genetic testing is a significant clinical challenge. In this study, we developed a high-throughput CDKN2A functional assay and characterized all possible CDKN2A missense variants. We found that 17.7% of all missense variants were functionally deleterious. We also used our functional classifications to assess the performance of in silico models that predict the effect of variants, including recently reported models based on machine learning. Notably, we found that all in silico models performed similarly when compared to our functional classifications with accuracies of 39.5-85.4%. Furthermore, while we found that functionally deleterious variants were enriched within ankyrin repeats, we did not identify any residues where all missense variants were functionally deleterious. Our functional classifications are a resource to aid the interpretation of CDKN2A variants and have important implications for the application of variant interpretation guidelines, particularly the use of in silico models for clinical variant interpretation.
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Affiliation(s)
- Hirokazu Kimura
- Department of Pathology, the Johns Hopkins University School of Medicine; Baltimore, 21287, USA
| | - Kamel Lahouel
- Division of Integrated Genomics, Translational Genomics Research Institute; Phoenix, 85004, USA
- Department of Computational and Quantitative Medicine, Beckman Research Institute, City of Hope; Duarte, 91010, USA
| | - Cristian Tomasetti
- Division of Integrated Genomics, Translational Genomics Research Institute; Phoenix, 85004, USA
- Department of Computational and Quantitative Medicine, Beckman Research Institute, City of Hope; Duarte, 91010, USA
| | - Nicholas J. Roberts
- Department of Pathology, the Johns Hopkins University School of Medicine; Baltimore, 21287, USA
- Department of Oncology, the Johns Hopkins University School of Medicine; Baltimore, 21287, USA
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29
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Liu Z, Huang Q, Ding M, Wang T, Chen Y, Zhang K. BRCA2 mutations in familial breast cancer with prostate cancer: a case report and literature review. Front Oncol 2024; 14:1428849. [PMID: 39364320 PMCID: PMC11446893 DOI: 10.3389/fonc.2024.1428849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 08/23/2024] [Indexed: 10/05/2024] Open
Abstract
Prostate cancer (PCa) is the second most common tumor in men globally. Its etiology has been attributed to multiple factors, including age and ethnicity, with family history identified as a significant risk factor. The role of family history in prostate cancer risk appears to be more extensive than previously thought, with evidence suggesting that prostate cancer and breast cancer may occur concurrently within families. BRCA2 mutations have been linked to an increased risk of prostate cancer, particularly in patients diagnosed with early-onset disease. It is estimated that BRCA2 mutations account for approximately 5% of familial prostate cancer cases. It is noteworthy that cases of prostate cancer in patients with BRCA2 mutations are rare in clinical practice. Here we report a case of prostatitis carcinoma with a mutation in the BRCA2 gene in a patient who underwent robotic-assisted radical prostatectomy for prostatitis carcinoma after medication was not effective. Genetic testing of him, his son, and his daughter showed that they all had mutations in this gene, and it is noteworthy that the type of BRCA2 mutation in his son has never been reported before, which is rare in clinical practice.
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Affiliation(s)
- Zhengsheng Liu
- The Key Laboratory of Urinary Tract Tumors and Calculi, Department of Urology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, China
| | - Qianhao Huang
- The Key Laboratory of Urinary Tract Tumors and Calculi, Department of Urology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Meixuan Ding
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, China
| | - Tao Wang
- The Key Laboratory of Urinary Tract Tumors and Calculi, Department of Urology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Yuedong Chen
- The Key Laboratory of Urinary Tract Tumors and Calculi, Department of Urology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, China
| | - Kaiyan Zhang
- The Key Laboratory of Urinary Tract Tumors and Calculi, Department of Urology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, China
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30
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Bhardwaj PV, Abdou Y. Navigating Treatment Pathways in Metastatic Hormone Receptor-Positive, HER2-Negative Breast Cancer: Optimizing Second-Line Endocrine and Targeted Therapies. J Clin Oncol 2024:JCO2401295. [PMID: 39292976 DOI: 10.1200/jco-24-01295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Revised: 07/29/2024] [Accepted: 08/02/2024] [Indexed: 09/20/2024] Open
Abstract
The Oncology Grand Rounds series is designed to place original reports published in the Journal into clinical context. A case presentation is followed by a description of diagnostic and management challenges, a review of the relevant literature, and a summary of the authors' suggested management approaches. The goal of this series is to help readers better understand how to apply the results of key studies, including those published in Journal of Clinical Oncology, to patients seen in their own clinical practice.
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Affiliation(s)
- Prarthna V Bhardwaj
- Division of Hematology-Oncology, University of Massachusetts Chan School of Medicine-Baystate, Springfield, MA
| | - Yara Abdou
- Division of Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC
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31
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Mazzeo R, Sears J, Palmero L, Bolzonello S, Davis AA, Gerratana L, Puglisi F. Liquid biopsy in triple-negative breast cancer: unlocking the potential of precision oncology. ESMO Open 2024; 9:103700. [PMID: 39288656 PMCID: PMC11421323 DOI: 10.1016/j.esmoop.2024.103700] [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: 03/05/2024] [Revised: 06/29/2024] [Accepted: 08/06/2024] [Indexed: 09/19/2024] Open
Abstract
In the era of precision oncology, the management of triple-negative breast cancer (TNBC) is rapidly changing and becoming more complicated with a variety of chemotherapy, immunotherapy, and targeted treatment options. Currently, TNBC treatment is based on prognostic and predictive factors including immunohistochemical biomarkers [e.g. programmed death-ligand 1 (PD-L1)] and germline BRCA mutations. Given the current limitation of existing biomarkers, liquid biopsies may serve as clinically useful tools to determine treatment efficacy and response in both the (neo)adjuvant and metastatic settings, for detecting early relapse, and for monitoring clonal evolution during treatment. In this review, we comprehensively summarize current and future liquid biopsy applications. Specifically, we highlight the role of circulating tumor cell characterization, circulating tumor DNA, and other preclinical liquid biopsy technologies including circulating exosomes, RNA liquid biopsy, and circulating immune-based biomarkers. In the near future, these biomarkers may serve to identify early disease relapse, therapeutic targets, and disease clonality for patients with TNBC in the clinical setting.
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Affiliation(s)
- R Mazzeo
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano; Department of Medicine, University of Udine, Udine, Italy
| | - J Sears
- Department of Medicine, Washington University in St. Louis, St. Louis
| | - L Palmero
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano; Department of Medicine, University of Udine, Udine, Italy
| | - S Bolzonello
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano
| | - A A Davis
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, USA
| | - L Gerratana
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano; Department of Medicine, University of Udine, Udine, Italy.
| | - F Puglisi
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano; Department of Medicine, University of Udine, Udine, Italy
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32
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Ambriz-Barrera F, Rojas-Jiménez E, Díaz-Velásquez CE, De-La-Cruz-Montoya AH, Martínez-Gregorio H, Ruiz-De-La-Cruz M, Huertas A, Montealegre AL, Castro-Rojas C, Acosta G, Vaca-Paniagua F, Perdomo S. Mutational spectrum of breast cancer by shallow whole-genome sequencing of cfDNA and tumor gene panel analysis. PLoS One 2024; 19:e0308176. [PMID: 39264897 PMCID: PMC11392417 DOI: 10.1371/journal.pone.0308176] [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: 01/21/2024] [Accepted: 07/17/2024] [Indexed: 09/14/2024] Open
Abstract
Breast cancer (BC) has different molecular subgroups related to different risks and treatments. Tumor biopsies for BC detection are invasive and may not reflect tumor heterogeneity. Liquid biopsies have become relevant because they might overcome these limitations. We rationalize that liquid cfDNA biopsies through shallow whole genome sequencing (sWGS) could improve the detection of tumor alterations, complementing the genomic profiling. We evaluated the feasibility to detect somatic copy number alterations (SCNAs) in BC using shallow whole genome sequencing (sWGS) in cfDNA from archived samples from National Cancer Institute of Colombia patients. We sequenced tumor tissues from 38 BC patients with different molecular subtypes using a gene panel of 176 genes significantly mutated in cancer, and by liquid biopsies using sWGS on 20 paired samples to detect SCNAs and compare with the tumor samples. We identified an extensive intertumoral heterogeneity between the molecular subtypes of BC, with a mean tumor load of 602 mutations in the gene panel of tumor tissues. There was a 12.3% of concordance in deletions in the cfDNA-tumor pairs considering only the genes covered by the panel encompassing seven genes: BRCA1, CDK12, NF1, MAP2K4, NCOR1, TP53, and KEAP1 in three patients. This study shows the feasibility to complement the genomic analysis of tumor tissue biopsies to detect SCNA in BC using sWGS in cfDNA, providing a wider identification of potential therapeutic targets.
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Affiliation(s)
- Fernando Ambriz-Barrera
- Laboratorio Nacional en Salud, Diagnóstico Molecular y Efecto Ambiental en Enfermedades Crónico-Degenerativas, Facultad de Estudios Superiores Iztacala, Tlalnepantla, México
- Unidad de Investigación en Biomedicina, Facultad de Estudios Superiores Iztacala, UNAM, Tlalnepantla, México
| | - Ernesto Rojas-Jiménez
- Laboratorio Nacional en Salud, Diagnóstico Molecular y Efecto Ambiental en Enfermedades Crónico-Degenerativas, Facultad de Estudios Superiores Iztacala, Tlalnepantla, México
- Unidad de Investigación en Biomedicina, Facultad de Estudios Superiores Iztacala, UNAM, Tlalnepantla, México
| | - Clara Estela Díaz-Velásquez
- Laboratorio Nacional en Salud, Diagnóstico Molecular y Efecto Ambiental en Enfermedades Crónico-Degenerativas, Facultad de Estudios Superiores Iztacala, Tlalnepantla, México
- Unidad de Investigación en Biomedicina, Facultad de Estudios Superiores Iztacala, UNAM, Tlalnepantla, México
| | - Aldo Hugo De-La-Cruz-Montoya
- Laboratorio Nacional en Salud, Diagnóstico Molecular y Efecto Ambiental en Enfermedades Crónico-Degenerativas, Facultad de Estudios Superiores Iztacala, Tlalnepantla, México
- Unidad de Investigación en Biomedicina, Facultad de Estudios Superiores Iztacala, UNAM, Tlalnepantla, México
| | - Héctor Martínez-Gregorio
- Laboratorio Nacional en Salud, Diagnóstico Molecular y Efecto Ambiental en Enfermedades Crónico-Degenerativas, Facultad de Estudios Superiores Iztacala, Tlalnepantla, México
- Unidad de Investigación en Biomedicina, Facultad de Estudios Superiores Iztacala, UNAM, Tlalnepantla, México
| | - Miguel Ruiz-De-La-Cruz
- Laboratorio Nacional en Salud, Diagnóstico Molecular y Efecto Ambiental en Enfermedades Crónico-Degenerativas, Facultad de Estudios Superiores Iztacala, Tlalnepantla, México
- Unidad de Investigación en Biomedicina, Facultad de Estudios Superiores Iztacala, UNAM, Tlalnepantla, México
| | - Antonio Huertas
- Terry Fox National Tumor Bank, Instituto Nacional de Cancerología, Bogotá, Colombia
| | - Ana Lorena Montealegre
- Nutrition, Genetics and Metabolism Research Group, Faculty of Medicine, Universidad El Bosque, Bogotá, Colombia
| | - Carlos Castro-Rojas
- Nutrition, Genetics and Metabolism Research Group, Faculty of Medicine, Universidad El Bosque, Bogotá, Colombia
| | - Gabriela Acosta
- Nutrition, Genetics and Metabolism Research Group, Faculty of Medicine, Universidad El Bosque, Bogotá, Colombia
| | - Felipe Vaca-Paniagua
- Laboratorio Nacional en Salud, Diagnóstico Molecular y Efecto Ambiental en Enfermedades Crónico-Degenerativas, Facultad de Estudios Superiores Iztacala, Tlalnepantla, México
- Unidad de Investigación en Biomedicina, Facultad de Estudios Superiores Iztacala, UNAM, Tlalnepantla, México
| | - Sandra Perdomo
- Genomic Epidemiology Branch, International Agency for Research on Cancer (IARC/WHO), Lyon, France
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Katz SJ, Abrahamse P, Furgal A, Hodan R, Tocco RS, Ward KC, Hamilton AS, Wallner LP, Kurian AW. Genetic Counseling, Testing, and Family Communication Into Survivorship After Diagnosis of Breast Cancer. J Clin Oncol 2024; 42:3123-3129. [PMID: 39008790 PMCID: PMC11377164 DOI: 10.1200/jco.24.00122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 05/01/2024] [Accepted: 05/14/2024] [Indexed: 07/17/2024] Open
Abstract
PURPOSE To examine receipt of genetic testing and communication with relatives about results into survivorship after diagnosis of breast cancer. METHODS Women age 20-79 years diagnosed with early-stage breast cancer in 2014-2015 and reported to the Georgia and Los Angeles County SEER registries were surveyed approximately 7 months and 6 years after diagnosis (n = 1,412). We asked about genetic counseling, testing, and communication with relatives about results. We categorized women into indications for testing on the basis of clinical guidelines at the time of diagnosis and at the time of the follow-up survey (FUPs). RESULTS A total of 47.4% had indications for genetic testing at any time: 28.0% at baseline and an additional 19.4% at the time of the FUPs (only); 71.9% (95% CI, 67.4 to 76.4) of those with a baseline indication reported genetic testing versus 53.3% (95% CI, 47.3 to 59.2) with an indication at FUPs only and 35.0% (95% CI, 31.6 to 38.4) with no indication (P < .001). There were no significant racial or ethnic differences in receipt of testing, controlling for age and clinical indications (P = .239); results for genetic counseling were similar. Only 3.4% of survivors had direct-to-consumer genetic testing (DTCt) for cancer. Testers who reported a pathogenic variant (n = 62) were much more likely to have talked to most or all their first-degree adult relatives about genetic testing than those with a variant of unknown significance (n = 49) or a negative finding (n = 419): 62.7% versus 38.8% and 38.0%, respectively (P < .001). CONCLUSION Many women with indications for genetic counseling and testing into survivorship do not receive it. But those tested reach out to family members on the basis of the clinical relevance of their results. Very few patients obtained DTCt, which suggests that these tests do not substitute for clinical testing in breast cancer survivors.
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Affiliation(s)
- Steven J Katz
- Department of Medicine, University of Michigan, Ann Arbor, MI
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Paul Abrahamse
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Allison Furgal
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Rachel Hodan
- Cancer Genetics, Stanford Health Care, Stanford, CA
| | - Rachel S Tocco
- Department of Medicine, University of Michigan, Ann Arbor, MI
| | - Kevin C Ward
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GE
| | - Ann S Hamilton
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Lauren P Wallner
- Department of Medicine, University of Michigan, Ann Arbor, MI
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Allison W Kurian
- Department of Medicine, Stanford University, Stanford, CA
- Department of Epidemiology and Population Health, Stanford University, Stanford, CA
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Dubsky P, Jackisch C, Im SA, Hunt KK, Li CF, Unger S, Paluch-Shimon S. BRCA genetic testing and counseling in breast cancer: how do we meet our patients' needs? NPJ Breast Cancer 2024; 10:77. [PMID: 39237557 PMCID: PMC11377442 DOI: 10.1038/s41523-024-00686-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 08/19/2024] [Indexed: 09/07/2024] Open
Abstract
BRCA1 and BRCA2 are tumor suppressor genes that have been linked to inherited susceptibility of breast cancer. Germline BRCA1/2 pathogenic or likely pathogenic variants (gBRCAm) are clinically relevant for treatment selection in breast cancer because they confer sensitivity to poly(ADP-ribose) polymerase (PARP) inhibitors. BRCA1/2 mutation status may also impact decisions on other systemic therapies, risk-reducing measures, and choice of surgery. Consequently, demand for gBRCAm testing has increased. Several barriers to genetic testing exist, including limited access to testing facilities, trained counselors, and psychosocial support, as well as the financial burden of testing. Here, we describe current implications of gBRCAm testing for patients with breast cancer, summarize current approaches to gBRCAm testing, provide potential solutions to support wider adoption of mainstreaming testing practices, and consider future directions of testing.
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Affiliation(s)
- Peter Dubsky
- Breast and Tumor Center, Hirslanden Klinik St. Anna, Lucerne, Switzerland.
- University of Lucerne, Faculty of Health Sciences and Medicine, Lucerne, Switzerland.
| | - Christian Jackisch
- Department of Obstetrics and Gynecology, Breast and Gynecologic Cancer Center, Sana Klinikum Offenbach, Offenbach, Germany
| | - Seock-Ah Im
- Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea
| | | | - Chien-Feng Li
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan
| | | | - Shani Paluch-Shimon
- Hadassah University Hospital & Faculty of Medicine, Hebrew University, Jerusalem, Israel
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Kwong A, Ho CYS, Leung HCM, Leung AWS, Au CH, Ma ESK. Mutation Spectrum Comparison between Benign Breast Lesion Cohort, Unselected Cancer Cohort and High-Risk Breast Cancer Cohort. Cancers (Basel) 2024; 16:3066. [PMID: 39272924 PMCID: PMC11393947 DOI: 10.3390/cancers16173066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Revised: 08/26/2024] [Accepted: 08/28/2024] [Indexed: 09/15/2024] Open
Abstract
Mutation study for high-risk breast and ovarian cancer (HBOC) has been extensively studied in patients of different ethnicities. Here we compared the germline mutation rate and mutation spectrum of patients (n = 4341) with benign breast diseases or breast cancers, with and without other risk factors. Three cohorts of Chinese patients were recruited. The first cohort, high-risk cohort (HR, n = 3935) included high-risk breast cancer patients fulfilling high-risk HBOC criteria and who are recruited at our genetics clinic. The second cohort, unselected cancer cohort (CC, n = 307) was from general recruitment of patients with breast cancer at breast surgery clinics. The third cohort, benign breast lesion cohort (NC, n = 99) comprised 99 patients with benign breast diseases such as fibroadenoma, fibroadenomatoid hyperplasia, and intraductal papilloma. Thirty HBOC related genes were sequenced on the above-mentioned patient cohorts. The germline mutation rates of HR, CC, and NC cohort were 11.9%, 6.5%, and 8.1%, respectively. In the CC cohort, 29.3% (90/307) of patients fulfilled the National Comprehensive Cancer Network (NCCN) high-risk genetic test criteria 2022 v.2. The mutation rate for this group of patients was 11.1%, similar to that of the HR cohort, while the mutation rate for those not fulfilling testing criteria was 4.6%, like that of the NC cohort. High penetrance genes (BRCA1/2, CDH1, PALB2, PTEN, and TP53) mutations were only found in the HR (10.6%) and CC (3.3%) cohorts but were not found in the NC cohort. ATM, BRIP1, RAD51C, and RAD51D mutations were identified in all cohorts. RAD51C and RAD51D mutations showed conflicting penetrance. An unexpectedly high mutation rate of total 2% was found in the NC cohort but it was only 0.3% and 0.5% in the HR cohort and CC cohort, respectively. Our results show a clinical need to enhance genetic testing of unselected breast cancer patients to identify the high-risk patients.
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Affiliation(s)
- Ava Kwong
- Division of Breast Surgery, Department of Surgery, The University of Hong Kong, Hong Kong SAR, China
- Hong Kong Hereditary Breast Cancer Family Registry, Hong Kong SAR, China
- Cancer Genetics Centre, Breast Surgery Centre, Surgery Centre, Hong Kong Sanatorium & Hospital, Hong Kong SAR, China
| | - Cecilia Y S Ho
- Department of Pathology, Division of Molecular Pathology, Hong Kong Sanatorium & Hospital, Hong Kong SAR, China
| | - Henry C M Leung
- Department of Pathology, Division of Molecular Pathology, Hong Kong Sanatorium & Hospital, Hong Kong SAR, China
| | - Amy W S Leung
- Department of Pathology, Division of Molecular Pathology, Hong Kong Sanatorium & Hospital, Hong Kong SAR, China
| | - Chun-Hang Au
- Department of Pathology, Division of Molecular Pathology, Hong Kong Sanatorium & Hospital, Hong Kong SAR, China
| | - Edmond S K Ma
- Hong Kong Hereditary Breast Cancer Family Registry, Hong Kong SAR, China
- Department of Pathology, Division of Molecular Pathology, Hong Kong Sanatorium & Hospital, Hong Kong SAR, China
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Rezoug Z, Totten SP, Szlachtycz D, Atayan A, Mohler K, Albert S, Feng L, Lemieux Anglin B, Shen Z, Jimenez D, Hamel N, Meti N, Esfahani K, Boileau JF, Prakash I, Basik M, Meterissian S, Tremblay F, Fleiszer D, Anderson D, Chong G, Wong SM, Foulkes WD. Universal Genetic Testing for Newly Diagnosed Invasive Breast Cancer. JAMA Netw Open 2024; 7:e2431427. [PMID: 39226054 PMCID: PMC11372499 DOI: 10.1001/jamanetworkopen.2024.31427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/04/2024] Open
Abstract
Importance Between 5% and 10% of breast cancer cases are associated with an inherited germline pathogenic or likely pathogenic variant (GPV) in a breast cancer susceptibility gene (BCSG), which could alter local and systemic therapy recommendations. Traditional genetic testing criteria misses a proportion of these cases. Objective To evaluate the prevalence and clinicopathological associations of GPVs in 2 groups of BCSGs among an ethnically diverse cohort of women with newly diagnosed breast cancer. Design, Setting, and Participants This cross-sectional study, conducted at 3 Montreal hospitals between September 2019 and April 2022, offered universal genetic counseling and testing to all women with a first diagnosis of invasive breast cancer. Women were offered an obligatory primary panel of BRCA1, BRCA2, and PALB2 (B1B2P2) and an optional secondary panel of 14 additional BCSGs. Eligible participants were women 18 years of age or older who received a diagnosis of a first primary invasive breast cancer not more than 6 months before the time of referral to the study. Data were analyzed from November 2023 to June 2024. Results Of 1017 referred patients, 805 were eligible and offered genetic counseling and testing, and 729 of those 805 (90.6%) consented to be tested. The median age at breast cancer diagnosis was 53 years (range, 23-91 years), and 65.4% were White and of European ancestry. Fifty-four GPVs were identified in 53 patients (7.3%), including 39 patients (5.3%) with B1B2P2 and 15 patients (2.1%) with 6 of the 14 secondary panel BCSGs (ATM, BARD1, BRIP1, CHEK2, RAD51D, and STK11). On multivariable analysis, clinical factors independently associated with B1B2P2-positive status included being younger than 40 years of age at diagnosis (odds ratio [OR], 6.83; 95% CI, 2.22-20.90), triple-negative breast cancer (OR, 3.19; 95% CI, 1.20-8.43), high grade disease (OR, 1.68; 95% CI, 1.05-2.70), and family history of ovarian cancer (OR, 9.75; 95% CI, 2.65-35.85). Of 39 B1B2P2-positive patients, 13 (33.3%) were eligible for poly(adenosine diphosphate-ribose) polymerase (PARP) inhibitors. Conclusions and Relevance In this cross-sectional universal genetic testing study of women with newly diagnosed invasive breast cancer, the prevalence of GPVs was 7.3%, with 5.3% of patients testing positive for B1B2P2. Among B1B2P2-women women, one-third were eligible for PARP inhibitors.
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Affiliation(s)
- Zoulikha Rezoug
- Cancer Axis, Lady Davis Institute of the Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Cancer Research Program, Research Institute of the McGill University Health Centre, McGill University, Montréal, Québec, Canada
- Department of Biomedical Sciences, College of Health Sciences, QU Health, Qatar University, Doha, Qatar
| | - Stephanie P Totten
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada
| | - David Szlachtycz
- Cancer Axis, Lady Davis Institute of the Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Optilab-McGill University Health Centre, Montreal, Quebec, Canada
| | - Adrienne Atayan
- Cancer Axis, Lady Davis Institute of the Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Cancer Research Program, Research Institute of the McGill University Health Centre, McGill University, Montréal, Québec, Canada
| | - Kristen Mohler
- Cancer Axis, Lady Davis Institute of the Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Cancer Research Program, Research Institute of the McGill University Health Centre, McGill University, Montréal, Québec, Canada
| | - Sophie Albert
- Cancer Axis, Lady Davis Institute of the Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Cancer Research Program, Research Institute of the McGill University Health Centre, McGill University, Montréal, Québec, Canada
| | - Leila Feng
- Cancer Axis, Lady Davis Institute of the Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Cancer Research Program, Research Institute of the McGill University Health Centre, McGill University, Montréal, Québec, Canada
| | - Brianna Lemieux Anglin
- Cancer Axis, Lady Davis Institute of the Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Cancer Research Program, Research Institute of the McGill University Health Centre, McGill University, Montréal, Québec, Canada
| | - Zhen Shen
- Cancer Axis, Lady Davis Institute of the Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Daniel Jimenez
- Cancer Research Program, Research Institute of the McGill University Health Centre, McGill University, Montréal, Québec, Canada
- Optilab-McGill University Health Centre, Montreal, Quebec, Canada
| | - Nancy Hamel
- Cancer Research Program, Research Institute of the McGill University Health Centre, McGill University, Montréal, Québec, Canada
| | - Nicholas Meti
- Gerald Bronfman Department of Oncology, McGill University, Montreal, Quebec, Canada
- Department of Oncology, St Mary's Hospital, McGill University, Montréal, Québec, Canada
| | - Khashayar Esfahani
- Gerald Bronfman Department of Oncology, McGill University, Montreal, Quebec, Canada
- Department of Oncology, St Mary's Hospital, McGill University, Montréal, Québec, Canada
| | - Jean-François Boileau
- Cancer Axis, Lady Davis Institute of the Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Gerald Bronfman Department of Oncology, McGill University, Montreal, Quebec, Canada
- Department of Surgery, McGill University, Montreal, Quebec, Canada
| | - Ipshita Prakash
- Cancer Axis, Lady Davis Institute of the Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Gerald Bronfman Department of Oncology, McGill University, Montreal, Quebec, Canada
- Department of Surgery, McGill University, Montreal, Quebec, Canada
| | - Mark Basik
- Cancer Axis, Lady Davis Institute of the Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Gerald Bronfman Department of Oncology, McGill University, Montreal, Quebec, Canada
- Department of Surgery, McGill University, Montreal, Quebec, Canada
| | - Sarkis Meterissian
- Cancer Research Program, Research Institute of the McGill University Health Centre, McGill University, Montréal, Québec, Canada
- Department of Surgery, McGill University, Montreal, Quebec, Canada
| | | | - David Fleiszer
- Department of Surgery, McGill University, Montreal, Quebec, Canada
| | - Dawn Anderson
- Department of Oncology, St Mary's Hospital, McGill University, Montréal, Québec, Canada
- Department of Surgery, McGill University, Montreal, Quebec, Canada
| | - George Chong
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada
- Optilab-McGill University Health Centre, Montreal, Quebec, Canada
| | - Stephanie M Wong
- Cancer Axis, Lady Davis Institute of the Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Gerald Bronfman Department of Oncology, McGill University, Montreal, Quebec, Canada
- Department of Surgery, McGill University, Montreal, Quebec, Canada
| | - William D Foulkes
- Cancer Axis, Lady Davis Institute of the Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Cancer Research Program, Research Institute of the McGill University Health Centre, McGill University, Montréal, Québec, Canada
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada
- Optilab-McGill University Health Centre, Montreal, Quebec, Canada
- Gerald Bronfman Department of Oncology, McGill University, Montreal, Quebec, Canada
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Toma MM, Skorski T. Star wars against leukemia: attacking the clones. Leukemia 2024:10.1038/s41375-024-02369-6. [PMID: 39223295 DOI: 10.1038/s41375-024-02369-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 07/24/2024] [Accepted: 07/29/2024] [Indexed: 09/04/2024]
Abstract
Leukemia, although most likely starts as a monoclonal genetic/epigenetic anomaly, is a polyclonal disease at manifestation. This polyclonal nature results from ongoing evolutionary changes in the genome/epigenome of leukemia cells to promote their survival and proliferation advantages. We discuss here how genetic and/or epigenetic aberrations alter intracellular microenvironment in individual leukemia clones and how extracellular microenvironment selects the best fitted clones. This dynamic polyclonal composition of leukemia makes designing an effective therapy a challenging task especially because individual leukemia clones often display substantial differences in response to treatment. Here, we discuss novel therapeutic approach employing single cell multiomics to identify and eradicate all individual clones in a patient.
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Affiliation(s)
- Monika M Toma
- Fels Cancer Institute for Personalized Medicine, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, 19140, USA
| | - Tomasz Skorski
- Fels Cancer Institute for Personalized Medicine, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, 19140, USA.
- Department of Cancer and Cellular Biology, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, USA.
- Nuclear Dynamics and Cancer Program, Fox Chase Cancer Center, Philadelphia, PA, USA.
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Cho D, Lord SJ, Ward R, IJzerman M, Mitchell A, Thomas DM, Cheyne S, Martin A, Morton RL, Simes J, Lee CK. Criteria for assessing evidence for biomarker-targeted therapies in rare cancers-an extrapolation framework. Ther Adv Med Oncol 2024; 16:17588359241273062. [PMID: 39229469 PMCID: PMC11369883 DOI: 10.1177/17588359241273062] [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: 12/14/2023] [Accepted: 07/09/2024] [Indexed: 09/05/2024] Open
Abstract
Background Advances in targeted therapy development and tumor sequencing technology are reclassifying cancers into smaller biomarker-defined diseases. Randomized controlled trials (RCTs) are often impractical in rare diseases, leading to calls for single-arm studies to be sufficient to inform clinical practice based on a strong biological rationale. However, without RCTs, favorable outcomes are often attributed to therapy but may be due to a more indolent disease course or other biases. When the clinical benefit of targeted therapy in a common cancer is established in RCTs, this benefit may extend to rarer cancers sharing the same biomarker. However, careful consideration of the appropriateness of extending the existing trial evidence beyond specific cancer types is required. A framework for extrapolating evidence for biomarker-targeted therapies to rare cancers is needed to support transparent decision-making. Objectives To construct a framework outlining the breadth of criteria essential for extrapolating evidence for a biomarker-targeted therapy generated from RCTs in common cancers to different rare cancers sharing the same biomarker. Design A series of questions articulating essential criteria for extrapolation. Methods The framework was developed from the core topics for extrapolation identified from a previous scoping review of methodological guidance. Principles for extrapolation outlined in guidance documents from the European Medicines Agency, the US Food and Drug Administration, and Australia's Medical Services Advisory Committee were incorporated. Results We propose a framework for assessing key assumptions of similarity of the disease and treatment outcomes between the common and rare cancer for five essential components: prognosis of the biomarker-defined cancer, biomarker test analytical validity, biomarker actionability, treatment efficacy, and safety. Knowledge gaps identified can be used to prioritize future studies. Conclusion This framework will allow systematic assessment, standardize regulatory, reimbursement and clinical decision-making, and facilitate transparent discussions between key stakeholders in drug assessment for rare biomarker-defined cancers.
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Affiliation(s)
- Doah Cho
- National Health and Medical Research Council Clinical Trials Centre, Faculty of Medicine and Health, University of Sydney, Australia
- Faculty of Medicine and Health, National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Locked Bag 77, Camperdown, NSW 1450, Australia
| | - Sarah J. Lord
- Faculty of Medicine and Health, National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Camperdown, NSW, Australia
| | - Robyn Ward
- Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
| | - Maarten IJzerman
- Faculty of Medicine, Dentistry and Health Sciences, Centre for Health Policy, University of Melbourne Centre for Cancer Research, Parkville, VIC, Australia
- Erasmus School of Health Policy and Management, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - Andrew Mitchell
- Department of Health Economics Wellbeing and Society, The Australian National University, Canberra, ACT, Australia
| | - David M. Thomas
- Centre for Molecular Oncology, University of New South Wales, Sydney, NSW, Australia
| | - Saskia Cheyne
- Faculty of Medicine and Health, National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Camperdown, NSW, Australia
| | - Andrew Martin
- Faculty of Medicine and Health, National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Camperdown, NSW, Australia
- Centre for Clinical Research, University of Queensland, St Lucia, QLD, Australia
| | - Rachael L. Morton
- Faculty of Medicine and Health, National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Camperdown, NSW, Australia
| | - John Simes
- Faculty of Medicine and Health, National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Camperdown, NSW, Australia
| | - Chee Khoon Lee
- Faculty of Medicine and Health, National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Camperdown, NSW, Australia
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Nakahara M, Ushiama M, Tanabe N, Gotoh M, Sakamoto H, Yoshida T, Hirata M. Multi-gene panel analysis in BRCA1/2-negative patients suspected of hereditary breast and ovarian cancer syndrome: Real-world data from a single institution. J Obstet Gynaecol Res 2024; 50:1591-1597. [PMID: 39077936 DOI: 10.1111/jog.16026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Accepted: 07/08/2024] [Indexed: 07/31/2024]
Abstract
AIM Although BRCA1/2 is most frequently associated with hereditary breast and ovarian cancer (HBOC), many other related genes have been implicated. Therefore, we investigated the prevalence of non-BRCA1/2 genes associated with hereditary cancer predisposition in BRCA1/2-negative patients from the Department of Genetic Medicine and Services with breast and ovarian cancer using a multi-gene panel (MGP) analysis. METHODS We conducted a retrospective MGP analysis (National Cancer Center Onco-Panel for Familial Cancer; NOP_FC) in BRCA1/2-negative patients with breast, ovarian, and overlapping breast/ovarian cancers who visited our genetic counseling between April 2004 and October 2022. RESULTS NOP_FC was performed in 128 of the 390 BRCA test-negative cases (117 breast cancer, 9 ovarian cancer, and 2 overlapping breast/ovarian cancer cases). Among the BRCA1/2-negative patients, nine (7.7%) with breast cancer and one (11%) with ovarian cancer had pathogenic variants (PVs) in non-BRCA1/2 genes associated with breast and ovarian cancers, respectively. Five patients had PVs in RAD51D, two in PALB2, one in BARD1, one in ATM, and one in RAD51C. CONCLUSIONS Additional MGP testing of germline genes associated with hereditary cancer predisposition syndrome in BRCA1/2-negative breast and ovarian cancer patients revealed PVs in non-BRCA1/2 breast cancer- and ovarian cancer-related genes in 7.7% of breast cancer and 11% of ovarian cancer. Therefore, additional testing may provide useful information for subsequent risk-reducing surgery and surveillance in BRCA1/2-negative patients.
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Affiliation(s)
- Mariko Nakahara
- Department of Gynecology, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
- Department of Genetic Medicine and Services, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
| | - Mineko Ushiama
- Department of Genetic Medicine and Services, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
- Department of Clinical Genomics, National Cancer Center Research Institute, Chuo-ku, Tokyo, Japan
| | - Noriko Tanabe
- Department of Genetic Medicine and Services, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
| | - Masahiro Gotoh
- Department of Genetic Medicine and Services, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
- Department of Clinical Genomics, National Cancer Center Research Institute, Chuo-ku, Tokyo, Japan
| | - Hiromi Sakamoto
- Department of Genetic Medicine and Services, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
- Department of Clinical Genomics, National Cancer Center Research Institute, Chuo-ku, Tokyo, Japan
| | - Teruhiko Yoshida
- Department of Genetic Medicine and Services, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
| | - Makoto Hirata
- Department of Genetic Medicine and Services, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
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Kristeleit R, Leary A, Oaknin A, Redondo A, George A, Chui S, Seiller A, Liste-Hermoso M, Willis J, Shemesh CS, Xiao J, Lin KK, Molinero L, Guan Y, Ray-Coquard I, Mileshkin L. PARP inhibition with rucaparib alone followed by combination with atezolizumab: Phase Ib COUPLET clinical study in advanced gynaecological and triple-negative breast cancers. Br J Cancer 2024; 131:820-831. [PMID: 38971950 PMCID: PMC11369183 DOI: 10.1038/s41416-024-02776-7] [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: 01/30/2024] [Revised: 06/03/2024] [Accepted: 06/18/2024] [Indexed: 07/08/2024] Open
Abstract
BACKGROUND Combining PARP inhibitors (PARPis) with immune checkpoint inhibitors may improve clinical outcomes in selected cancers. We evaluated rucaparib and atezolizumab in advanced gynaecological or triple-negative breast cancer (TNBC). METHODS After identifying the recommended dose, patients with PARPi-naive BRCA-mutated or homologous recombination-deficient/loss-of-heterozygosity-high platinum-sensitive ovarian cancer or TNBC received rucaparib plus atezolizumab. Tumour biopsies were collected pre-treatment, during single-agent rucaparib run-in, and after starting combination therapy. RESULTS The most common adverse events with rucaparib 600 mg twice daily and atezolizumab 1200 mg on Day 1 every 3 weeks were gastrointestinal effects, fatigue, liver enzyme elevations, and anaemia. Responding patients typically had BRCA-mutated tumours and higher pre-treatment tumour levels of PD-L1 and CD8 + T cells. Markers of DNA damage repair decreased during rucaparib run-in and combination treatment in responders, but typically increased in non-responders. Apoptosis signature expression showed the reverse. CD8 + T-cell activity and STING pathway activation increased during rucaparib run-in, increasing further with atezolizumab. CONCLUSIONS In this small study, rucaparib plus atezolizumab demonstrated acceptable safety and activity in BRCA-mutated tumours. Increasing anti-tumour immunity and inflammation might be a key mechanism of action for clinical benefit from the combination, potentially guiding more targeted development of such regimens. CLINICAL TRIAL REGISTRATION ClinicalTrials.gov (NCT03101280).
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Affiliation(s)
- Rebecca Kristeleit
- University College London Cancer Institute, London, UK.
- School of Cancer and Pharmaceutical Sciences, King's College London, London, UK.
- Guy's and St Thomas' NHS Foundation Trust and King's College London, London, UK.
| | | | - Ana Oaknin
- Gynaecologic Cancer Programme, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitario Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Andres Redondo
- Medical Oncology Department, La Paz University Hospital-IdiPAZ, Madrid, Spain
| | - Angela George
- The Institute of Cancer Research, London, UK
- Royal Marsden NHS Foundation Trust, London, UK
| | - Stephen Chui
- Product Development Oncology, Genentech Inc., South San Francisco, CA, USA
| | | | | | - Jenna Willis
- Product Development Safety, Roche Products Ltd, Welwyn Garden City, UK
| | - Colby S Shemesh
- Clinical Pharmacology Oncology, Genentech Inc, South San Francisco, CA, USA
| | - Jim Xiao
- Clovis Oncology, San Francisco, CA, USA
| | | | - Luciana Molinero
- Translational Medicine, Genentech Inc., South San Francisco, CA, USA
| | - Yinghui Guan
- Translational Medicine, Genentech Inc., South San Francisco, CA, USA
| | - Isabelle Ray-Coquard
- Centre Leon Bérard, HESPER laboratory EA 7425, Université Claude Bernard Lyon Est, Lyon, France
| | - Linda Mileshkin
- Department of Medical Oncology, Peter MacCallum Cancer Centre and University of Melbourne, Melbourne, VIC, Australia
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Calabrese A, von Arx C, Tafuti AA, Pensabene M, De Laurentiis M. Prevention, diagnosis and clinical management of hereditary breast cancer beyond BRCA1/2 genes. Cancer Treat Rev 2024; 129:102785. [PMID: 38870570 DOI: 10.1016/j.ctrv.2024.102785] [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: 02/06/2024] [Revised: 05/18/2024] [Accepted: 06/09/2024] [Indexed: 06/15/2024]
Abstract
The detection of germline pathogenic variants (gPVs) in BRCA1/2 and other breast cancer (BC) genes is rising exponentially thanks to the advent of multi-gene panel testing. This promising technology, coupled with the availability of specific therapies for BC BRCA-related, has increased the number of patients eligible for genetic testing. Implementing multi-gene panel testing for hereditary BC screening holds promise to maximise benefits for patients at hereditary risk of BC. These benefits range from prevention programs to antineoplastic-targeted therapies. However, the clinical management of these patients is complex and requires guidelines based on recent evidence. Furthermore, applying multi-gene panel testing into clinical practice increases the detection of variants of uncertain significance (VUSs). This augments the complexity of patients' clinical management, becoming an unmet need for medical oncologists. This review aims to collect updated evidence on the most common BC-related genes besides BRCA1/2, from their biological role in BC development to their potential impact in tailoring prevention and treatment strategies.
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Affiliation(s)
- A Calabrese
- Department Breast and Thoracic Oncology, Istituto Nazionale Tumori - IRCCS, 'Fondazione G. Pascale', Via Mariano Semmola, 53, 80131 Napoli, NA, Italy
| | - C von Arx
- Department Breast and Thoracic Oncology, Istituto Nazionale Tumori - IRCCS, 'Fondazione G. Pascale', Via Mariano Semmola, 53, 80131 Napoli, NA, Italy.
| | - A A Tafuti
- Department Breast and Thoracic Oncology, Istituto Nazionale Tumori - IRCCS, 'Fondazione G. Pascale', Via Mariano Semmola, 53, 80131 Napoli, NA, Italy
| | - M Pensabene
- Department Breast and Thoracic Oncology, Istituto Nazionale Tumori - IRCCS, 'Fondazione G. Pascale', Via Mariano Semmola, 53, 80131 Napoli, NA, Italy
| | - M De Laurentiis
- Department Breast and Thoracic Oncology, Istituto Nazionale Tumori - IRCCS, 'Fondazione G. Pascale', Via Mariano Semmola, 53, 80131 Napoli, NA, Italy
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Dibitetto D, Widmer CA, Rottenberg S. PARPi, BRCA, and gaps: controversies and future research. Trends Cancer 2024; 10:857-869. [PMID: 39004561 DOI: 10.1016/j.trecan.2024.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 06/17/2024] [Accepted: 06/21/2024] [Indexed: 07/16/2024]
Abstract
In recent years, various poly(ADP-ribose) polymerase (PARP) inhibitors (PARPis) have been approved for the treatment of several cancers to target the vulnerability of homologous recombination (HR) deficiency (e.g., due to BRCA1/2 dysfunction). In this review we analyze the ongoing debates and recent breakthroughs in the use of PARPis for BRCA1/2-deficient cancers, juxtaposing the 'double-strand break (DSB)' and 'single-stranded DNA (ssDNA) gap' models of synthetic lethality induced by PARPis. We spotlight the complexity of this interaction, highlighting emerging research on the role of DNA polymerase theta (POLθ) and ssDNA gaps in shaping therapy responses. We scrutinize the clinical ramifications of these findings, especially concerning PARPi efficacy and resistance mechanisms, underscoring the heterogeneity of BRCA-mutated tumors and the urgent need for advanced research to bridge the gap between laboratory models and patient outcomes.
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Affiliation(s)
- Diego Dibitetto
- Institute of Animal Pathology, Vetsuisse Faculty, University of Bern, Länggassstrasse 122, 3012 Bern, Switzerland; Bern Center for Precision Medicine and Cancer Therapy Research Cluster, Department for Biomedical Research, University of Bern, 3012 Bern, Switzerland; Molecular Oncology and DNA Damage Response Laboratory, Department of Experimental Oncology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Mario Negri 2, 20156 Milan, Italy.
| | - Carmen A Widmer
- Institute of Animal Pathology, Vetsuisse Faculty, University of Bern, Länggassstrasse 122, 3012 Bern, Switzerland; Bern Center for Precision Medicine and Cancer Therapy Research Cluster, Department for Biomedical Research, University of Bern, 3012 Bern, Switzerland
| | - Sven Rottenberg
- Institute of Animal Pathology, Vetsuisse Faculty, University of Bern, Länggassstrasse 122, 3012 Bern, Switzerland; Bern Center for Precision Medicine and Cancer Therapy Research Cluster, Department for Biomedical Research, University of Bern, 3012 Bern, Switzerland; Division of Molecular Pathology, The Netherlands Cancer Institute, 1066CX Amsterdam, The Netherlands.
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Chavez-MacGregor M, Miao J, Pusztai L, Goetz MP, Rastogi P, Ganz PA, Mamounas EP, Paik S, Bandos H, Razaq W, O'Dea A, Kaklamani V, Silber ALM, Flaum LE, Andreopoulou E, Wendt AG, Carney JF, Sharma P, Gralow JR, Lew DL, Barlow WE, Hortobagyi GN. Phase III Randomized, Placebo-Controlled Trial of Endocrine Therapy ± 1 Year of Everolimus in Patients With High-Risk, Hormone Receptor-Positive, Early-Stage Breast Cancer. J Clin Oncol 2024; 42:3012-3021. [PMID: 38833643 DOI: 10.1200/jco.23.02344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Revised: 03/09/2024] [Accepted: 04/03/2024] [Indexed: 06/06/2024] Open
Abstract
PURPOSE Phosphatidylinositol 3-kinase/AKT-serine threonine kinase/mammalian target of rapamycin (mTOR) pathway abnormalities contribute to endocrine resistance. Everolimus, an mTOR inhibitor, improved progression-free survival in hormone receptor-positive metastatic breast cancer (BC) when combined with endocrine therapy (ET). In this phase III randomized, placebo-controlled trial, we assessed the efficacy of everolimus + ET as adjuvant therapy in high-risk, hormone receptor-positive, human epidermal growth factor receptor 2-negative BC after adjuvant/neoadjuvant chemotherapy. METHODS Patients were randomly assigned 1:1 to physician's choice ET and 1 year of everolimus (10 mg orally once daily) or placebo stratified by risk group. The primary end point was invasive disease-free survival (IDFS) evaluated by a stratified log-rank test with the hazard ratio (HR) estimated by Cox regression. Subset analyses included preplanned evaluation by risk group and exploratory analyses by menopausal status and age. Secondary end points included overall survival (OS) and safety. Everolimus did not improve IDFS/OS when added to ET in patients with early-stage high-risk, hormone receptor-positive BC. RESULTS One thousand and nine hundred thirty-nine patients were randomly assigned with 1,792 eligible for analysis. Overall, no benefit of everolimus was seen for IDFS (HR, 0.94 [95% CI, 0.77 to 1.14]) or OS (HR, 0.97 [95% CI, 0.75 to 1.26]). The assumption of proportional hazards was not met suggesting significant variability in the HR over time since the start of treatment. In an unplanned subgroup analysis among postmenopausal patients (N = 1,221), no difference in IDFS (HR, 1.08 [95% CI, 0.86 to 1.36]) or OS (HR, 1.19 [95% CI, 0.89 to 1.60]) was seen. In premenopausal patients (N = 571), everolimus improved both IDFS (HR, 0.64 [95% CI, 0.44 to 0.94]) and OS (HR, 0.49 [95% CI, 0.28 to 0.86]). Treatment completion rates were lower in the everolimus arm compared with placebo (48% v 73%) with higher grade 3 and 4 adverse events (35% v 7%). CONCLUSION One year of adjuvant everolimus + ET did not improve overall outcomes. Subset analysis suggests mTOR inhibition as a possible target for patients who remain premenopausal after chemotherapy.
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Affiliation(s)
| | | | | | - Matthew P Goetz
- Alliance, Mayo Clinic Comprehensive Cancer Center, Rochester, MN
| | - Priya Rastogi
- NRG Oncology, University of Pittsburgh, Pittsburgh, PA
| | - Patricia A Ganz
- NRG Oncology, UCLA Jonsson Comprehensive Cancer Center, Los Angeles, CA
| | | | | | - Hanna Bandos
- NRG Oncology, NRG Oncology SDMC, University of Pittsburgh, Pittsburgh, PA
| | | | - Anne O'Dea
- University of Kansas Medical Center, Westwood, KS
| | | | | | | | | | - Albert G Wendt
- Dignity Health Cancer Center at Saint Joseph's Hospital and Medical Center, Phoenix, AZ
| | | | | | - Julie R Gralow
- American Society of Clinical Oncology, Office of the Chief Medical Officer, Alexandria, VA
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Cheng HH, Shevach JW, Castro E, Couch FJ, Domchek SM, Eeles RA, Giri VN, Hall MJ, King MC, Lin DW, Loeb S, Morgan TM, Offit K, Pritchard CC, Schaeffer EM, Szymaniak BM, Vassy JL, Katona BW, Maxwell KN. BRCA1, BRCA2, and Associated Cancer Risks and Management for Male Patients: A Review. JAMA Oncol 2024; 10:1272-1281. [PMID: 39052257 DOI: 10.1001/jamaoncol.2024.2185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/27/2024]
Abstract
Importance Half of all carriers of inherited cancer-predisposing variants in BRCA1 and BRCA2 are male, but the implications for their health are underrecognized compared to female individuals. Germline variants in BRCA1 and BRCA2 (also known as pathogenic or likely pathogenic variants, referred to here as BRCA1/2 PVs) are well known to significantly increase the risk of breast and ovarian cancers in female carriers, and knowledge of BRCA1/2 PVs informs established cancer screening and options for risk reduction. While risks to male carriers of BRCA1/2 PVs are less characterized, there is convincing evidence of increased risk for prostate cancer, pancreatic cancer, and breast cancer in males. There has also been a rapid expansion of US Food and Drug Administration-approved targeted cancer therapies, including poly ADP ribose polymerase (PARP) inhibitors, for breast, pancreatic, and prostate cancers associated with BRCA1/2 PVs. Observations This narrative review summarized the data that inform cancer risks, targeted cancer therapy options, and guidelines for early cancer detection. It also highlighted areas of emerging research and clinical trial opportunities for male BRCA1/2 PV carriers. These developments, along with the continued relevance to family cancer risk and reproductive options, have informed changes to guideline recommendations for genetic testing and strengthened the case for increased genetic testing for males. Conclusions and Relevance Despite increasing clinical actionability for male carriers of BRCA1/2 PVs, far fewer males than female individuals undergo cancer genetic testing. Oncologists, internists, and primary care clinicians should be vigilant about offering appropriate genetic testing to males. Identifying more male carriers of BRCA1/2 PVs will maximize opportunities for cancer early detection, targeted risk management, and cancer treatment for males, along with facilitating opportunities for risk reduction and prevention in their family members, thereby decreasing the burden of hereditary cancer.
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Affiliation(s)
- Heather H Cheng
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington
- Department of Medicine (Hematology and Oncology), University of Washington, Seattle
| | - Jeffrey W Shevach
- Division of Medical Oncology, Duke University School of Medicine, Durham, North Carolina
| | - Elena Castro
- Department of Medical Oncology, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Fergus J Couch
- Division of Experimental Pathology and Laboratory Medicine, Mayo Clinic, Rochester, New York
| | - Susan M Domchek
- Department of Medicine, Basser Center for BRCA and Abramson Cancer Center, University of Pennsylvania, Philadelphia
| | - Rosalind A Eeles
- The Institute of Cancer Research and Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Veda N Giri
- Yale School of Medicine and Yale Cancer Center, New Haven, Connecticut
| | - Michael J Hall
- Department of Clinical Genetics, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Mary-Claire King
- Department of Medicine (Medical Genetics) and Department of Genome Sciences, University of Washington, Seattle
| | - Daniel W Lin
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington
- Department of Urology, University of Washington, Seattle
| | - Stacy Loeb
- Department of Urology and Population Health, New York University School of Medicine, New York
- Department of Surgery/Urology, Manhattan Veterans Affairs, New York, New York
| | - Todd M Morgan
- Department of Urology, University of Michigan, Ann Arbor
| | - Kenneth Offit
- Clinical Genetics Service, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Colin C Pritchard
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle
- Brotman Baty Institute for Precision Medicine, Seattle, Washington
| | - Edward M Schaeffer
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Brittany M Szymaniak
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Jason L Vassy
- Harvard Medical School at VA Boston Healthcare System, Boston, Massachusetts
| | - Bryson W Katona
- Department of Medicine, Basser Center for BRCA and Abramson Cancer Center, University of Pennsylvania, Philadelphia
| | - Kara N Maxwell
- Department of Medicine, Basser Center for BRCA and Abramson Cancer Center, University of Pennsylvania, Philadelphia
- Corporal Michael Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania
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Istl AC, Lawton S, Kamaraju S, Stolley M, Petroll AE, Cortina CS. Tumors, Treatments, and Trust: Cancer Characteristics, Outcomes, and Screening Uptake in Transgender and Gender-Diverse Patients. Ann Surg Oncol 2024; 31:5560-5569. [PMID: 38861206 PMCID: PMC11309885 DOI: 10.1245/s10434-024-15319-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 04/04/2024] [Indexed: 06/12/2024]
Abstract
BACKGROUND More than 2.5 million adults in the United States identify as transgender or gender-diverse (TGD), but little data exist on cancer screening and care for this population. We examined cancer characteristics, screening adherence, genetic testing, and provider inclusive language for TGD patients with cancer. METHODS This single institution retrospective cohort study identified TGD patients with cancer between 2000 and 2022. Demographic, clinicopathological, treatment, and screening data were collected, as well as data on gender-affirming care (GAC) and use of patients' personal pronouns in medical records. Descriptive statistics and regression analyses were used to report outcomes. RESULTS Sixty unique patients with 69 cancer diagnoses were included: 63.3% were transgender women, 21.7% transgender men, 6.7% nonbinary, and 8.3% were genderqueer. Sixty-five percent had a family history of cancer. Only 46.2% of those who met genetic testing criteria were referred. On review of recommended cancer screening, colorectal screening had the greatest uptake (62%), followed by breast (48.3%), lung (35.7%), cervical (33.3%), and prostate (32%); 8.5% of cancers were diagnosed on screening. Individuals with Medicare had reduced odds of screening uptake (OR 0.07, 95% CI 0.01-0.58) versus private insurance. With respect to GAC, 73.3% used gender-affirming hormone therapy and 41% had gender-affirming surgery. After initiating GAC and asserting personal pronouns, 75% were referred to by incorrect name/pronouns in provider documentation. CONCLUSIONS Our TGD cancer patient cohort had low rates of disease-specific cancer screening and inadequate genetic referrals. Many providers did not use appropriate patient names/pronouns. Provider and patient interventions are needed to ensure inclusive preventative and oncologic care for this marginalized population.
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Affiliation(s)
- Alexandra C Istl
- Division of Surgical Oncology, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA.
| | - Samuel Lawton
- Division of Surgical Oncology, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Sailaja Kamaraju
- Division of Hematology and Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
| | - Melinda Stolley
- Division of Hematology and Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
| | - Andrew E Petroll
- Division of Infectious Disease, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Froedtert and the Medical College of Wisconsin Inclusion Health Clinic, Milwaukee, WI, USA
| | - Chandler S Cortina
- Division of Surgical Oncology, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
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Bischoff H, Espié M, Petit T. Neoadjuvant Therapy: Current Landscape and Future Horizons for ER-Positive/HER2-Negative and Triple-Negative Early Breast Cancer. Curr Treat Options Oncol 2024; 25:1210-1224. [PMID: 39145854 PMCID: PMC11416407 DOI: 10.1007/s11864-024-01251-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/25/2024] [Indexed: 08/16/2024]
Abstract
OPINION STATEMENT Navigating the complex landscape of breast cancer treatment involves distinct strategies for luminal and triple-negative subtypes. While neoadjuvant chemotherapy historically dominates the approach for aggressive triple-negative tumors, recent evidence highlights the transformative impact of immunotherapy, alongside chemotherapy, in reshaping treatment paradigms. In luminal cancers, endocrine therapy, notably aromatase inhibitors, demonstrates promising outcomes in postmenopausal patients with low-grade luminal A tumors. However, integrating targeted therapies like CDK4/6 inhibitors in neoadjuvant setting remains inconclusive. Identifying predictive factors for treatment response, especially in luminal tumors, poses a challenge, emphasizing the necessity for ongoing research. A multidisciplinary approach, tailored to individual patient profiles, is crucial for maximizing efficacy while minimizing toxicity. As we strive to optimize breast cancer management, a comprehensive understanding of the distinct characteristics and treatment implications of luminal and triple-negative subtypes, including the transformative role of immunotherapy, is essential for informed decision-making and personalized care.
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Affiliation(s)
- Hervé Bischoff
- Medical Oncology Department, Institut de Cancérologie Strasbourg Europe, ICANS, 17 Rue Albert Calmette, 67033, Strasbourg, France.
| | - Marc Espié
- Medical Oncology Department, Hôpital Saint Louis, Paris, France
| | - Thierry Petit
- Medical Oncology Department, Institut de Cancérologie Strasbourg Europe, ICANS, 17 Rue Albert Calmette, 67033, Strasbourg, France
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Ji L, Chen X, Qian X, Xiao M, Li Q, Li Q, Wang J, Fan Y, Luo Y, Chen S, Ma F, Xu B, Zhang P. Major pathologic response and long-term clinical benefit in hormone receptor-positive, human epidermal growth factor receptor 2-negative breast cancer after neoadjuvant chemotherapy. Breast 2024; 78:103792. [PMID: 39232268 PMCID: PMC11404054 DOI: 10.1016/j.breast.2024.103792] [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: 03/12/2024] [Revised: 07/05/2024] [Accepted: 08/26/2024] [Indexed: 09/06/2024] Open
Abstract
BACKGROUND The majority of HR+/HER2-breast cancer patients can also achieve long-term survival despite not attaining pCR, indicating limited prognostic value of pCR in this population. This study aimed to identify novel pathologic end points for predicting long-term outcomes in HR+/HER2-breast cancer after neoadjuvant chemotherapy. METHODS We analyzed HR+/HER2-breast cancer patients with stage II-III tumors who underwent curative surgery after neoadjuvant chemotherapy from three hospitals. Major pathologic response (MPR), defined as the presence of Miller-Payne grades 3-5 and positive lymph node ratio of ≤10 %, was used as a pathological evaluation indicator. We assessed the association between MPR and event-free survival (EFS) and performed Multivariable Cox regression to identify independent factors associated with EFS. RESULTS From January 2010 to December 2020, 386 patients were included in the final analysis. 28 patients (7.3 %) achieved pCR and 118 patients (30.6 %) achieved MPR. The median duration of follow-up was 54.4 months,5-year EFS was 87 % in the MPR group vs. 68 % in the non-MPR group. Multivariate analysis showed that low PR expression, high clinical stage, lower Miller-Payne grades and Positive lymph node ratio were independent poor prognostic factors for EFS (all P values < 0.05). The prognostic effect of MPR remained in multivariable models (hazard ratio (HR), 0.45; 95 % confidence interval (CI), 0.26-0.76; P = 0.008), In non-pCR patients, those who achieved MPR exhibited a similar EFS compared with pCR patients (HR, 2.25; 95 % CI, 0.51-9.84; P = 0.28). CONCLUSION MPR may be a novel pathologic end point in HR+/HER2-breast cancer after neoadjuvant chemotherapy, holding greater applicability in the prognosis evaluation than pCR.
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Affiliation(s)
- Lei Ji
- 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, Beijing, China
| | - Xi Chen
- 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, Beijing, China
| | - Xiaoyan Qian
- 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, Beijing, China
| | - Min Xiao
- 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, Beijing, China
| | - Qing Li
- 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, Beijing, China
| | - Qiao Li
- 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, Beijing, China
| | - Jiayu Wang
- 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, Beijing, China
| | - Ying Fan
- 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, Beijing, China
| | - Yang Luo
- 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, Beijing, China
| | - Shanshan Chen
- 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, Beijing, China
| | - Fei Ma
- 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, Beijing, 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, Beijing, China
| | - Pin Zhang
- 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, Beijing, China.
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48
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Arun B, Couch FJ, Abraham J, Tung N, Fasching PA. BRCA-mutated breast cancer: the unmet need, challenges and therapeutic benefits of genetic testing. Br J Cancer 2024:10.1038/s41416-024-02827-z. [PMID: 39215191 DOI: 10.1038/s41416-024-02827-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 08/09/2024] [Accepted: 08/13/2024] [Indexed: 09/04/2024] Open
Abstract
Mutations in the BRCA1 and/or BRCA2 genes (BRCAm) increase the risk of developing breast cancer (BC) and are found in ~5% of unselected patients with the disease. BC resulting from a germline BRCAm (gBRCAm) has distinct clinical characteristics along with increased sensitivity to DNA-damaging agents such as poly(ADP-ribose) polymerase (PARP) inhibitors and platinum-based chemotherapies, and potentially decreased sensitivity to cyclin-dependent kinase 4 and 6 (CDK4/6) inhibitors. Given the evolving treatment landscape for gBRCAm BC in early and advanced disease settings, timely determination of gBRCAm status is fundamental to facilitate the most effective treatment strategy for patients. However, many patients with gBRCAm are not identified due to suboptimal referral rates and/or a low uptake of genetic testing. We discuss current evidence for a differential response to treatment in patients with gBRCAm in early and advanced BC settings, including outcomes with PARP inhibitors, platinum-based chemotherapies, and CDK4/6 inhibitors, as well as ongoing treatment innovations and the potential of these treatment approaches. Current genetic testing strategies are also examined, including the latest guidelines on who and when to test for gBRCAm, as well as challenges to testing and how these may be overcome.
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Affiliation(s)
- Banu Arun
- Department of Clinical Cancer Genetics, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Fergus J Couch
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Jean Abraham
- Department of Oncology, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
- Precision Breast Cancer Institute, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- NIHR Cambridge Biomedical Research Centre, Cambridge, UK
| | - Nadine Tung
- Division of Hematology-Oncology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Peter A Fasching
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, Erlangen University Hospital, Friedrich-Alexander University Erlangen-Nuremberg, Erlangen, Germany
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49
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Hu Y, Wang C, Liang H, Li J, Yang Q. The treatment landscape of triple-negative breast cancer. Med Oncol 2024; 41:236. [PMID: 39210220 DOI: 10.1007/s12032-024-02456-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/18/2024] [Indexed: 09/04/2024]
Abstract
Triple-negative breast cancer (TNBC) tumors are biologically aggressive breast cancer. On the molecular level, TNBC is a highly heterogeneous disease; more biotechnologies are gradually being used to advance the understanding of TNBC subtypes and help establish more targeted therapies. Multiple TNBC target-related agents are already approved by the Food and Drug Administration for clinical use, including PI3K/AKT/mTOR inhibitors, PRAP inhibitors, and antibody-drug conjugates. Some innovative approaches, like peptide strategies, also promise to treat TNBC. Currently, the interplay between TNBC tumors and their tumor microenvironment provides a promising prospect for improving the efficacy of immunotherapy. In this review, we summarize the prevalent TNBC subtype methodologies, discuss the evolving therapeutic strategies, and propose new therapeutic possibilities based on existing foundational theories, with the attempt to serve as a reference to further advance tailoring treatment of TNBC.
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Affiliation(s)
- Yi Hu
- Beijing Key Laboratory of Gene Resource and Molecular Development, Beijing Normal University, Beijing, China
| | - Chen Wang
- Beijing Key Laboratory of Gene Resource and Molecular Development, Beijing Normal University, Beijing, China
| | - Huishi Liang
- Beijing Key Laboratory of Gene Resource and Molecular Development, Beijing Normal University, Beijing, China
| | - Jie Li
- Beijing Key Laboratory of Gene Resource and Molecular Development, Beijing Normal University, Beijing, China.
| | - Qiong Yang
- Beijing Key Laboratory of Gene Resource and Molecular Development, Beijing Normal University, Beijing, China.
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50
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O’Keefe K, Desai NV, Tan AR. Practical Guidance on Abemaciclib in Combination with Adjuvant Endocrine Therapy for Treating Hormone Receptor-Positive, Human Epidermal Growth Factor Receptor 2-Negative High-Risk Early Breast Cancer. BREAST CANCER (DOVE MEDICAL PRESS) 2024; 16:517-527. [PMID: 39224861 PMCID: PMC11368096 DOI: 10.2147/bctt.s271441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Accepted: 08/07/2024] [Indexed: 09/04/2024]
Abstract
The most common subtype of breast cancer is hormone receptor (HR)-positive, human epidermal growth factor receptor 2 (HER2)-negative breast cancer, accounting for 65-70% of all breast cancer cases diagnosed in the United States. Until 2015, single-agent endocrine therapy (ET) was the recommended first-line treatment for metastatic HR-positive, HER2-negative breast cancer. However, the paradigm has since shifted, as targeted therapy is now recommended in combination with ET. The cyclin-dependent kinase (CDK) 4/6 inhibitors have revolutionized the treatment of this breast cancer subtype, and combining either palbociclib, ribociclib, or abemaciclib with ET is now the standard first-line treatment for metastatic disease. Results of clinical trials in the metastatic setting have demonstrated that treatment with the combination of a CDK4/6 inhibitor and ET rather than ET alone is associated with longer overall survival, longer progression-free survival, and better objective response rates. Each of the CDK4/6 inhibitors has been investigated in combination with ET in patients with early-stage HR-positive, HER2-negative breast cancer who are at high risk of relapse. In October 2021, abemaciclib was the first CDK4/6 inhibitor approved in combination with ET by the US Food and Drug Administration for adjuvant treatment of patients with HR-positive, HER2-negative, high-risk early breast cancer. Herein, we provide practical guidance on the use of abemaciclib in combination with ET for HR-positive, HER2-negative, high-risk early breast cancer to assist clinicians in their day-to-day practice, and we review clinically relevant topics of dosing, side effect management, sequencing and optimal timing for initiation, and patient selection.
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Affiliation(s)
- Kaitlyn O’Keefe
- Department of Solid Tumor and Investigational Therapeutics, Atrium Health Levine Cancer Institute, Wake Forest University School of Medicine, Charlotte, NC, USA
| | - Neelam V Desai
- Department of Solid Tumor and Investigational Therapeutics, Atrium Health Levine Cancer Institute, Wake Forest University School of Medicine, Charlotte, NC, USA
| | - Antoinette R Tan
- Department of Solid Tumor and Investigational Therapeutics, Atrium Health Levine Cancer Institute, Wake Forest University School of Medicine, Charlotte, NC, USA
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