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Villy MC, Le Ven A, Le Mentec M, Masliah-Planchon J, Houy A, Bièche I, Vacher S, Vincent-Salomon A, Dubois d'Enghien C, Schwartz M, Piperno-Neumann S, Matet A, Malaise D, Bubien V, Lortholary A, Ait Omar A, Cavaillé M, Stoppa-Lyonnet D, Cassoux N, Stern MH, Rodrigues M, Golmard L, Colas C. Familial uveal melanoma and other tumors in 25 families with monoallelic germline MBD4 variants. J Natl Cancer Inst 2024; 116:580-587. [PMID: 38060262 DOI: 10.1093/jnci/djad248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 11/02/2023] [Accepted: 11/18/2023] [Indexed: 12/08/2023] Open
Abstract
BACKGROUND Monoallelic germline MBD4 pathogenic variants were recently reported to cause a predisposition to uveal melanoma, associated with a specific tumor mutational signature and good response to immunotherapy. Monoallelic tumor pathogenic variants have also been described in brain tumors, breast cancers, and myxofibrosarcomas, whereas biallelic germline MBD4 pathogenic variants have been involved in a recessive hereditary adenomatous polyposis and a specific type of acute myeloid leukemia. METHODS We analyzed MBD4 for all patients with a diagnosis of uveal melanoma at Institut Curie since July 2021 and in the 3240 consecutive female probands explored at the Institut Curie for suspicion of predisposition to breast cancer between July 2021 and February 2023. RESULTS We describe 25 families whose probands carry a monoallelic germline pathogenic variant in MBD4. Eighteen of these families presented with uveal melanoma (including a case patient with multiple uveal melanoma), and 7 families presented with breast cancer. Family histories showed the first familial case of uveal melanoma in monoallelic MBD4 pathogenic variant carriers and other various types of cancers in relatives, especially breast, renal, and colorectal tumors. CONCLUSIONS Monoallelic MBD4 pathogenic variant may explain some cases of familial and multiple uveal melanoma as well as various cancer types, expanding the tumor spectrum of this predisposition. Further genetic testing in relatives combined with molecular tumor analyses will help define the tumor spectrum and estimate each tumor's risk.
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Affiliation(s)
- Marie-Charlotte Villy
- Department of Genetics, Institut Curie, Paris, France
- Université Paris Cité, Paris, France
| | - Anaïs Le Ven
- Department of Genetics, Institut Curie, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.), Paris, France
| | - Marine Le Mentec
- Department of Genetics, Institut Curie, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Julien Masliah-Planchon
- Department of Genetics, Institut Curie, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Alexandre Houy
- Paris Sciences & Lettres Research University, Paris, France
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.), Paris, France
| | - Ivan Bièche
- Department of Genetics, Institut Curie, Paris, France
- Université Paris Cité, Paris, France
| | - Sophie Vacher
- Department of Genetics, Institut Curie, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Anne Vincent-Salomon
- Department of Genetics, Institut Curie, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Catherine Dubois d'Enghien
- Department of Genetics, Institut Curie, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Mathias Schwartz
- Department of Genetics, Institut Curie, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Sophie Piperno-Neumann
- Paris Sciences & Lettres Research University, Paris, France
- Department of Medical Oncology, Institut Curie, Paris, France
| | - Alexandre Matet
- Université Paris Cité, Paris, France
- Department of Ocular Oncology, Institut Curie, Paris, France
| | - Denis Malaise
- Paris Sciences & Lettres Research University, Paris, France
- Department of Ocular Oncology, Institut Curie, Paris, France
| | | | - Alain Lortholary
- Department of Medical Oncology, GINECO-Hôpital Privé du Confluent, Nantes, France
| | - Amal Ait Omar
- Department of Gastroenterology, AP-HP, Hôpital Avicenne, Bobigny, France
| | - Mathias Cavaillé
- Department of Oncogenetics, Centre Jean Perrin, Université Clermont Auvergne, INSERM, U1240 Imagerie Moléculaire et Stratégies Théranostiques, AURAGEN, Clermont-Ferrand, France
| | - Dominique Stoppa-Lyonnet
- Department of Genetics, Institut Curie, Paris, France
- Université Paris Cité, Paris, France
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.), Paris, France
| | - Nathalie Cassoux
- Université Paris Cité, Paris, France
- Department of Ocular Oncology, Institut Curie, Paris, France
| | - Marc-Henri Stern
- Department of Genetics, Institut Curie, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.), Paris, France
| | - Manuel Rodrigues
- Paris Sciences & Lettres Research University, Paris, France
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.), Paris, France
- Department of Medical Oncology, Institut Curie, Paris, France
| | - Lisa Golmard
- Department of Genetics, Institut Curie, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Chrystelle Colas
- Department of Genetics, Institut Curie, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.), Paris, France
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2
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Leon-Ferre RA, Jonas SF, Salgado R, Loi S, de Jong V, Carter JM, Nielsen TO, Leung S, Riaz N, Chia S, Jules-Clément G, Curigliano G, Criscitiello C, Cockenpot V, Lambertini M, Suman VJ, Linderholm B, Martens JWM, van Deurzen CHM, Timmermans AM, Shimoi T, Yazaki S, Yoshida M, Kim SB, Lee HJ, Dieci MV, Bataillon G, Vincent-Salomon A, André F, Kok M, Linn SC, Goetz MP, Michiels S. Tumor-Infiltrating Lymphocytes in Triple-Negative Breast Cancer. JAMA 2024; 331:1135-1144. [PMID: 38563834 PMCID: PMC10988354 DOI: 10.1001/jama.2024.3056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 02/20/2024] [Indexed: 04/04/2024]
Abstract
Importance The association of tumor-infiltrating lymphocyte (TIL) abundance in breast cancer tissue with cancer recurrence and death in patients with early-stage triple-negative breast cancer (TNBC) who are not treated with adjuvant or neoadjuvant chemotherapy is unclear. Objective To study the association of TIL abundance in breast cancer tissue with survival among patients with early-stage TNBC who were treated with locoregional therapy but no chemotherapy. Design, Setting, and Participants Retrospective pooled analysis of individual patient-level data from 13 participating centers in North America (Rochester, Minnesota; Vancouver, British Columbia, Canada), Europe (Paris, Lyon, and Villejuif, France; Amsterdam and Rotterdam, the Netherlands; Milan, Padova, and Genova, Italy; Gothenburg, Sweden), and Asia (Tokyo, Japan; Seoul, Korea), including 1966 participants diagnosed with TNBC between 1979 and 2017 (with follow-up until September 27, 2021) who received treatment with surgery with or without radiotherapy but no adjuvant or neoadjuvant chemotherapy. Exposure TIL abundance in breast tissue from resected primary tumors. Main Outcomes and Measures The primary outcome was invasive disease-free survival [iDFS]. Secondary outcomes were recurrence-free survival [RFS], survival free of distant recurrence [distant RFS, DRFS], and overall survival. Associations were assessed using a multivariable Cox model stratified by participating center. Results This study included 1966 patients with TNBC (median age, 56 years [IQR, 39-71]; 55% had stage I TNBC). The median TIL level was 15% (IQR, 5%-40%). Four-hundred seventeen (21%) had a TIL level of 50% or more (median age, 41 years [IQR, 36-63]), and 1300 (66%) had a TIL level of less than 30% (median age, 59 years [IQR, 41-72]). Five-year DRFS for stage I TNBC was 94% (95% CI, 91%-96%) for patients with a TIL level of 50% or more, compared with 78% (95% CI, 75%-80%) for those with a TIL level of less than 30%; 5-year overall survival was 95% (95% CI, 92%-97%) for patients with a TIL level of 50% or more, compared with 82% (95% CI, 79%-84%) for those with a TIL level of less than 30%. At a median follow-up of 18 years, and after adjusting for age, tumor size, nodal status, histological grade, and receipt of radiotherapy, each 10% higher TIL increment was associated independently with improved iDFS (hazard ratio [HR], 0.92 [0.89-0.94]), RFS (HR, 0.90 [0.87-0.92]), DRFS (HR, 0.87 [0.84-0.90]), and overall survival (0.88 [0.85-0.91]) (likelihood ratio test, P < 10e-6). Conclusions and Relevance In patients with early-stage TNBC who did not undergo adjuvant or neoadjuvant chemotherapy, breast cancer tissue with a higher abundance of TIL levels was associated with significantly better survival. These results suggest that breast tissue TIL abundance is a prognostic factor for patients with early-stage TNBC.
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Affiliation(s)
| | - Sarah Flora Jonas
- Office of Biostatistics and Epidemiology, Gustave Roussy, Oncostat U1018, Inserm, University Paris-Saclay, labeled Ligue Contre le Cancer, Villejuif, France
| | - Roberto Salgado
- GZA-ZNA-Hospitals, Antwerp, Belgium
- Peter Mac Callum Cancer Centre, Melbourne, Victoria, Australia
| | - Sherene Loi
- Peter Mac Callum Cancer Centre, Melbourne, Victoria, Australia
| | - Vincent de Jong
- Department of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Jodi M. Carter
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | | | - Samuel Leung
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Nazia Riaz
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Stephen Chia
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Gérôme Jules-Clément
- Bioinformatics Core Facility, Gustave Roussy, Université Paris-Saclay, Inserm US23, CNRS UMS 3655, Villejuif, France
| | - Giuseppe Curigliano
- Division of Early Drug Development for Innovative Therapy, IEO, European Institute of Oncology, IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Carmen Criscitiello
- Division of Early Drug Development for Innovative Therapy, IEO, European Institute of Oncology, IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | | | - Matteo Lambertini
- Department of Medical Oncology, U.O. 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
| | - Vera J. Suman
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota
| | - Barbro Linderholm
- Sahlgrenska University Hospital, and Sahlgrenska Academy at Gothenburg University, Gothenburg, Sweden
| | | | | | | | | | - Shu Yazaki
- National Cancer Center Hospital, Tokyo, Japan
| | | | - Sung-Bae Kim
- Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Hee Jin Lee
- Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Maria Vittoria Dieci
- Department of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, Italy
- Oncology 2, Veneto Institute of Oncology IOV—IRCCS, Padova, Italy
| | | | | | - Fabrice André
- Office of Biostatistics and Epidemiology, Gustave Roussy, Oncostat U1018, Inserm, University Paris-Saclay, labeled Ligue Contre le Cancer, Villejuif, France
| | - Marleen Kok
- Department of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Sabine C. Linn
- Department of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | | | - Stefan Michiels
- Office of Biostatistics and Epidemiology, Gustave Roussy, Oncostat U1018, Inserm, University Paris-Saclay, labeled Ligue Contre le Cancer, Villejuif, France
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3
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Guillaumin JB, Djerroudi L, Aubry JF, Tardivon A, Dizeux A, Tanter M, Vincent-Salomon A, Berthon B. Biopathologic Characterization and Grade Assessment of Breast Cancer With 3-D Multiparametric Ultrasound Combining Shear Wave Elastography and Backscatter Tensor Imaging. Ultrasound Med Biol 2024; 50:474-483. [PMID: 38195266 DOI: 10.1016/j.ultrasmedbio.2023.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 11/17/2023] [Accepted: 12/03/2023] [Indexed: 01/11/2024]
Abstract
OBJECTIVE Despite recent improvements in medical imaging, the final diagnosis and biopathologic characterization of breast cancers currently still requires biopsies. Ultrasound is commonly used for clinical examination of breast masses. B-Mode and shear wave elastography (SWE) are already widely used to detect suspicious masses and differentiate benign lesions from cancers. But additional ultrasound modalities such as backscatter tensor imaging (BTI) could provide relevant biomarkers related to tissue organization. Here we describe a 3-D multiparametric ultrasound approach applied to breast carcinomas in the aims of (i) validating the ability of BTI to reveal the underlying organization of collagen fibers and (ii) assessing the complementarity of SWE and BTI to reveal biopathologic features of diagnostic interest. METHODS Three-dimensional SWE and BTI were performed ex vivo on 64 human breast carcinoma samples using a linear ultrasound probe moved by a set of motors. Here we describe a 3-D multiparametric representation of the breast masses and quantitative measurements combining B-mode, SWE and BTI. RESULTS Our results reveal for the first time that BTI can capture the orientation of the collagen fibers around tumors. BTI was found to be a relevant marker for assessing cancer stages, revealing a more tangent tissue orientation for in situ carcinomas than for invasive cancers. In invasive cases, the combination of BTI and SWE parameters allowed for classification of invasive tumors with respect to their grade with an accuracy of 95.7%. CONCLUSION Our results highlight the potential of 3-D multiparametric ultrasound imaging for biopathologic characterization of breast tumors.
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Affiliation(s)
- Jean-Baptiste Guillaumin
- Physics for Medicine Institute, ESPCI Paris, PSL Research University, Inserm U1273, CNRS UMR 8063, Paris, France
| | | | - Jean-François Aubry
- Physics for Medicine Institute, ESPCI Paris, PSL Research University, Inserm U1273, CNRS UMR 8063, Paris, France.
| | | | - Alexandre Dizeux
- Physics for Medicine Institute, ESPCI Paris, PSL Research University, Inserm U1273, CNRS UMR 8063, Paris, France
| | - Mickaël Tanter
- Physics for Medicine Institute, ESPCI Paris, PSL Research University, Inserm U1273, CNRS UMR 8063, Paris, France
| | | | - Béatrice Berthon
- Physics for Medicine Institute, ESPCI Paris, PSL Research University, Inserm U1273, CNRS UMR 8063, Paris, France
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4
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Croizer H, Mhaidly R, Kieffer Y, Gentric G, Djerroudi L, Leclere R, Pelon F, Robley C, Bohec M, Meng A, Meseure D, Romano E, Baulande S, Peltier A, Vincent-Salomon A, Mechta-Grigoriou F. Deciphering the spatial landscape and plasticity of immunosuppressive fibroblasts in breast cancer. Nat Commun 2024; 15:2806. [PMID: 38561380 PMCID: PMC10984943 DOI: 10.1038/s41467-024-47068-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 03/19/2024] [Indexed: 04/04/2024] Open
Abstract
Although heterogeneity of FAP+ Cancer-Associated Fibroblasts (CAF) has been described in breast cancer, their plasticity and spatial distribution remain poorly understood. Here, we analyze trajectory inference, deconvolute spatial transcriptomics at single-cell level and perform functional assays to generate a high-resolution integrated map of breast cancer (BC), with a focus on inflammatory and myofibroblastic (iCAF/myCAF) FAP+ CAF clusters. We identify 10 spatially-organized FAP+ CAF-related cellular niches, called EcoCellTypes, which are differentially localized within tumors. Consistent with their spatial organization, cancer cells drive the transition of detoxification-associated iCAF (Detox-iCAF) towards immunosuppressive extracellular matrix (ECM)-producing myCAF (ECM-myCAF) via a DPP4- and YAP-dependent mechanism. In turn, ECM-myCAF polarize TREM2+ macrophages, regulatory NK and T cells to induce immunosuppressive EcoCellTypes, while Detox-iCAF are associated with FOLR2+ macrophages in an immuno-protective EcoCellType. FAP+ CAF subpopulations accumulate differently according to the invasive BC status and predict invasive recurrence of ductal carcinoma in situ (DCIS), which could help in identifying low-risk DCIS patients eligible for therapeutic de-escalation.
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Affiliation(s)
- Hugo Croizer
- Institut Curie, Stress and Cancer Laboratory, Equipe Labélisée par la Ligue Nationale Contre le Cancer, PSL Research University, 26, Rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, Rue d'Ulm, F-75005, Paris, France
| | - Rana Mhaidly
- Institut Curie, Stress and Cancer Laboratory, Equipe Labélisée par la Ligue Nationale Contre le Cancer, PSL Research University, 26, Rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, Rue d'Ulm, F-75005, Paris, France
| | - Yann Kieffer
- Institut Curie, Stress and Cancer Laboratory, Equipe Labélisée par la Ligue Nationale Contre le Cancer, PSL Research University, 26, Rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, Rue d'Ulm, F-75005, Paris, France
| | - Geraldine Gentric
- Institut Curie, Stress and Cancer Laboratory, Equipe Labélisée par la Ligue Nationale Contre le Cancer, PSL Research University, 26, Rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, Rue d'Ulm, F-75005, Paris, France
| | - Lounes Djerroudi
- Institut Curie, Stress and Cancer Laboratory, Equipe Labélisée par la Ligue Nationale Contre le Cancer, PSL Research University, 26, Rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, Rue d'Ulm, F-75005, Paris, France
- Department of Diagnostic and Theragnostic Medicine, Institut Curie Hospital Group, 26, Rue d'Ulm, F-75248, Paris, France
| | - Renaud Leclere
- Department of Diagnostic and Theragnostic Medicine, Institut Curie Hospital Group, 26, Rue d'Ulm, F-75248, Paris, France
| | - Floriane Pelon
- Institut Curie, Stress and Cancer Laboratory, Equipe Labélisée par la Ligue Nationale Contre le Cancer, PSL Research University, 26, Rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, Rue d'Ulm, F-75005, Paris, France
| | - Catherine Robley
- Institut Curie, Stress and Cancer Laboratory, Equipe Labélisée par la Ligue Nationale Contre le Cancer, PSL Research University, 26, Rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, Rue d'Ulm, F-75005, Paris, France
| | - Mylene Bohec
- Institut Curie, PSL Research University, ICGex Next-Generation Sequencing Platform, 75005, Paris, France
- Institut Curie, PSL Research University, Single Cell Initiative, 75005, Paris, France
| | - Arnaud Meng
- Institut Curie, Stress and Cancer Laboratory, Equipe Labélisée par la Ligue Nationale Contre le Cancer, PSL Research University, 26, Rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, Rue d'Ulm, F-75005, Paris, France
| | - Didier Meseure
- Department of Diagnostic and Theragnostic Medicine, Institut Curie Hospital Group, 26, Rue d'Ulm, F-75248, Paris, France
| | - Emanuela Romano
- Department of Medical Oncology, Center for Cancer Immunotherapy, Institut Curie, 26, Rue d'Ulm, F-75248, Paris, France
| | - Sylvain Baulande
- Institut Curie, PSL Research University, ICGex Next-Generation Sequencing Platform, 75005, Paris, France
- Institut Curie, PSL Research University, Single Cell Initiative, 75005, Paris, France
| | - Agathe Peltier
- Institut Curie, Stress and Cancer Laboratory, Equipe Labélisée par la Ligue Nationale Contre le Cancer, PSL Research University, 26, Rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, Rue d'Ulm, F-75005, Paris, France
| | - Anne Vincent-Salomon
- Department of Diagnostic and Theragnostic Medicine, Institut Curie Hospital Group, 26, Rue d'Ulm, F-75248, Paris, France
| | - Fatima Mechta-Grigoriou
- Institut Curie, Stress and Cancer Laboratory, Equipe Labélisée par la Ligue Nationale Contre le Cancer, PSL Research University, 26, Rue d'Ulm, F-75248, Paris, France.
- Inserm, U830, 26, Rue d'Ulm, F-75005, Paris, France.
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5
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Van Baelen K, Van Cauwenberge J, Maetens M, Beck G, Camden A, Chase MC, Fraser V, Freeney S, Hutcheson L, Levine JK, Lien T, Terveer R, Turner C, Senkus E, Jankowitz RC, Vandecaveye V, Floris G, Neven P, Wildiers H, Sawyer E, Vincent-Salomon A, Derksen PWB, Desmedt C. Reporting on invasive lobular breast cancer in clinical trials: a systematic review. NPJ Breast Cancer 2024; 10:23. [PMID: 38509112 PMCID: PMC10954721 DOI: 10.1038/s41523-024-00627-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 02/27/2024] [Indexed: 03/22/2024] Open
Abstract
Invasive lobular breast cancer (ILC) differs from invasive breast cancer of no special type in many ways. Evidence on treatment efficacy for ILC is, however, lacking. We studied the degree of documentation and representation of ILC in phase III/IV clinical trials for novel breast cancer treatments. Trials were identified on Pubmed and clinicaltrials.gov. Inclusion/exclusion criteria were reviewed for requirements on histological subtype and tumor measurability. Documentation of ILC was assessed and ILC inclusion rate, central pathology and subgroup analyses were evaluated. Inclusion restrictions concerning tumor measurability were found in 39/93 manuscripts. Inclusion rates for ILC were documented in 13/93 manuscripts and varied between 2.0 and 26.0%. No central pathology for ILC was reported and 3/13 manuscripts had ILC sub-analyses. ILC is largely disregarded in most trials with poor representation and documentation. The current inclusion criteria using RECIST v1.1, fall short in recognizing the unique non-measurable metastatic infiltration of ILC.
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Affiliation(s)
- Karen Van Baelen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Josephine Van Cauwenberge
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Marion Maetens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Gabriela Beck
- European Lobular Breast Cancer Consortium, Utrecht, the Netherlands
| | - Ann Camden
- Lobular Breast Cancer Alliance inc., Plymouth, MA, USA
| | | | | | - Siobhan Freeney
- European Lobular Breast Cancer Consortium, Utrecht, the Netherlands
- Lobular Ireland, Dublin, Ireland
| | | | | | - Tone Lien
- European Lobular Breast Cancer Consortium, Utrecht, the Netherlands
| | - Rian Terveer
- European Lobular Breast Cancer Consortium, Utrecht, the Netherlands
- Borstkankervereniging Nederland, Utrecht, the Netherlands
| | - Claire Turner
- European Lobular Breast Cancer Consortium, Utrecht, the Netherlands
- Lobular Breast Cancer UK, Manchester, UK
| | - Elzbieta Senkus
- Department of Oncology and Radiotherapy, Medical University of Gdańsk, Gdańsk, Poland
| | - Rachel C Jankowitz
- Division of Hematology/Oncology, Abramsom Cancer Center, University of Pennsylvania, Philadelphia, USA
| | - Vincent Vandecaveye
- Department of Radiology, University Hospitals Leuven, Leuven, Belgium
- Division of Translational MRI, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Giuseppe Floris
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Patrick Neven
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Hans Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Elinor Sawyer
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Anne Vincent-Salomon
- Department of Pathology, Institut Curie, Paris Sciences Lettres University, Paris, France
| | - Patrick W B Derksen
- Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium.
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6
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Laisné M, Rodgers B, Benlamara S, Wicinski J, Nicolas A, Djerroudi L, Gupta N, Ferry L, Kirsh O, Daher D, Philippe C, Okada Y, Charafe-Jauffret E, Cristofari G, Meseure D, Vincent-Salomon A, Ginestier C, Defossez PA. A novel bioinformatic approach reveals cooperation between Cancer/Testis genes in basal-like breast tumors. Oncogene 2024:10.1038/s41388-024-03002-7. [PMID: 38467851 DOI: 10.1038/s41388-024-03002-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 02/22/2024] [Accepted: 03/01/2024] [Indexed: 03/13/2024]
Abstract
Breast cancer is the most prevalent type of cancer in women worldwide. Within breast tumors, the basal-like subtype has the worst prognosis, prompting the need for new tools to understand, detect, and treat these tumors. Certain germline-restricted genes show aberrant expression in tumors and are known as Cancer/Testis genes; their misexpression has diagnostic and therapeutic applications. Here we designed a new bioinformatic approach to examine Cancer/Testis gene misexpression in breast tumors. We identify several new markers in Luminal and HER-2 positive tumors, some of which predict response to chemotherapy. We then use machine learning to identify the two Cancer/Testis genes most associated with basal-like breast tumors: HORMAD1 and CT83. We show that these genes are expressed by tumor cells and not by the microenvironment, and that they are not expressed by normal breast progenitors; in other words, their activation occurs de novo. We find these genes are epigenetically repressed by DNA methylation, and that their activation upon DNA demethylation is irreversible, providing a memory of past epigenetic disturbances. Simultaneous expression of both genes in breast cells in vitro has a synergistic effect that increases stemness and activates a transcriptional profile also observed in double-positive tumors. Therefore, we reveal a functional cooperation between Cancer/Testis genes in basal breast tumors; these findings have consequences for the understanding, diagnosis, and therapy of the breast tumors with the worst outcomes.
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Affiliation(s)
- Marthe Laisné
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, F-75013, Paris, France
| | - Brianna Rodgers
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, F-75013, Paris, France
| | - Sarah Benlamara
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, F-75013, Paris, France
| | - Julien Wicinski
- CRCM, Inserm, CNRS, Institut Paoli-Calmettes, Aix-Marseille University, Epithelial Stem Cells and Cancer Laboratory, Equipe Labellisée LIGUE Contre le Cancer, Marseille, France
| | - André Nicolas
- Platform of Experimental Pathology, Department of Diagnostic and Theranostic Medicine, Institut Curie-Hospital, 75005, Paris, France
| | - Lounes Djerroudi
- Department of Pathology, Institut Curie, 26 Rue d'Ulm, 75005, Paris, France
| | - Nikhil Gupta
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, F-75013, Paris, France
| | - Laure Ferry
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, F-75013, Paris, France
| | - Olivier Kirsh
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, F-75013, Paris, France
| | - Diana Daher
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, F-75013, Paris, France
| | | | - Yuki Okada
- Institute for Quantitative Biosciences, The University of Tokyo, Tokyo, Japan
| | - Emmanuelle Charafe-Jauffret
- CRCM, Inserm, CNRS, Institut Paoli-Calmettes, Aix-Marseille University, Epithelial Stem Cells and Cancer Laboratory, Equipe Labellisée LIGUE Contre le Cancer, Marseille, France
| | | | - Didier Meseure
- Platform of Experimental Pathology, Department of Diagnostic and Theranostic Medicine, Institut Curie-Hospital, 75005, Paris, France
| | | | - Christophe Ginestier
- CRCM, Inserm, CNRS, Institut Paoli-Calmettes, Aix-Marseille University, Epithelial Stem Cells and Cancer Laboratory, Equipe Labellisée LIGUE Contre le Cancer, Marseille, France
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7
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Tison T, Loap P, Arnaud E, Cao K, Bringer S, Kissel M, Maaradji S, Mainguene J, Pierga JY, Lerebours F, Vincent-Salomon A, Mirabelle M, Bidard FC, Loirat D, Kirova YM. Tolerance of Concurrent Adjuvant Radiation Therapy and Pembrolizumab for Triple Negative Breast Cancer: Real Life Experience. Adv Radiat Oncol 2024; 9:101384. [PMID: 38495034 PMCID: PMC10943515 DOI: 10.1016/j.adro.2023.101384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Accepted: 10/01/2023] [Indexed: 03/19/2024] Open
Abstract
Purpose The current standard-of-care management of locally advanced triple negative breast cancer (TNBC) is based on neoadjuvant chemo-immunotherapy with pembrolizumab, surgery, radiation therapy (RT), and adjuvant pembrolizumab. However, the safety of combining pembrolizumab with adjuvant breast RT has never been evaluated. This study evaluated the tolerance profile of concurrent pembrolizumab with adjuvant RT in patients with locally advanced TNBC. Methods and Materials This bicentric ambispective study included all the patients with early and locally advanced TNBC who received neoadjuvant chemo-immunotherapy with pembrolizumab and adjuvant RT as part of their treatment. The tolerance profile of adjuvant RT was evaluated and compared in patients who received concurrent pembrolizumab and in patients for whom pembrolizumab was withheld. Results Fifty-five patients were included between July 2021 and March 2023. Twenty-eight patients received adjuvant RT with concurrent pembrolizumab (RT+P group), and 27 patients had pembrolizumab withheld while receiving adjuvant RT (RT-only group). Two patients developed grade ≥3 toxicity (1 grade 3 pain in the RT+P group and 1 grade 3 radiodermatitis in the RT-only group), and there were no differences in terms of toxicity between the RT-only and the RT+P groups. No cardiac or pulmonary adverse event was reported during RT. With a median follow-up of 12 months (10-26), no patient relapsed. Conclusions In this study of limited size, the authors did not find a difference between the RT-only and RT+P groups in terms of toxicity. More studies and longer follow-up may add to the strength of this evidence.
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Affiliation(s)
- Thais Tison
- Department of Radiation Oncology, Institut Curie, Paris, France
| | - Pierre Loap
- Department of Radiation Oncology, Institut Curie, Paris, France
- Department of Radiation Oncology, Institut Curie, St Cloud, France
| | - Emilie Arnaud
- Department of Medical Oncology, Institut Curie, Paris, France
| | - Kim Cao
- Department of Radiation Oncology, Institut Curie, Paris, France
| | - Solene Bringer
- Department of Radiation Oncology, Institut Curie, Paris, France
| | - Manon Kissel
- Department of Radiation Oncology, Institut Curie, Paris, France
| | - Safia Maaradji
- Department of Radiation Oncology, Institut Curie, St Cloud, France
| | | | | | | | - Anne Vincent-Salomon
- Department of Diagnostic and Theranostic Medicine, Department of Pathology, Institut Curie, Paris, France
- Université Paris Sciences et Lettres, Paris, France
| | | | - Francois-Clement Bidard
- Department of Medical Oncology, Institut Curie, St Cloud, France
- Université de Versailles Saint-Quentin, Yvelines, France
| | - Delphine Loirat
- Department of Medical Oncology, Institut Curie, Paris, France
| | - Youlia M. Kirova
- Department of Radiation Oncology, Institut Curie, Paris, France
- Université de Versailles Saint-Quentin, Yvelines, France
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8
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Jahangir CA, Page DB, Broeckx G, Gonzalez CA, Burke C, Murphy C, Reis-Filho JS, Ly A, Harms PW, Gupta RR, Vieth M, Hida AI, Kahila M, Kos Z, van Diest PJ, Verbandt S, Thagaard J, Khiroya R, Abduljabbar K, Acosta Haab G, Acs B, Adams S, Almeida JS, Alvarado-Cabrero I, Azmoudeh-Ardalan F, Badve S, Baharun NB, Bellolio ER, Bheemaraju V, Blenman KR, Botinelly Mendonça Fujimoto L, Burgues O, Chardas A, Cheang MCU, Ciompi F, Cooper LA, Coosemans A, Corredor G, Dantas Portela FL, Deman F, Demaria S, Dudgeon SN, Elghazawy M, Fernandez-Martín C, Fineberg S, Fox SB, Giltnane JM, Gnjatic S, Gonzalez-Ericsson PI, Grigoriadis A, Halama N, Hanna MG, Harbhajanka A, Hart SN, Hartman J, Hewitt S, Horlings HM, Husain Z, Irshad S, Janssen EA, Kataoka TR, Kawaguchi K, Khramtsov AI, Kiraz U, Kirtani P, Kodach LL, Korski K, Akturk G, Scott E, Kovács A, Laenkholm AV, Lang-Schwarz C, Larsimont D, Lennerz JK, Lerousseau M, Li X, Madabhushi A, Maley SK, Manur Narasimhamurthy V, Marks DK, McDonald ES, Mehrotra R, Michiels S, Kharidehal D, Minhas FUAA, Mittal S, Moore DA, Mushtaq S, Nighat H, Papathomas T, Penault-Llorca F, Perera RD, Pinard CJ, Pinto-Cardenas JC, Pruneri G, Pusztai L, Rajpoot NM, Rapoport BL, Rau TT, Ribeiro JM, Rimm D, Vincent-Salomon A, Saltz J, Sayed S, Hytopoulos E, Mahon S, Siziopikou KP, Sotiriou C, Stenzinger A, Sughayer MA, Sur D, Symmans F, Tanaka S, Taxter T, Tejpar S, Teuwen J, Thompson EA, Tramm T, Tran WT, van der Laak J, Verghese GE, Viale G, Wahab N, Walter T, Waumans Y, Wen HY, Yang W, Yuan Y, Bartlett J, Loibl S, Denkert C, Savas P, Loi S, Specht Stovgaard E, Salgado R, Gallagher WM, Rahman A. Image-based multiplex immune profiling of cancer tissues: translational implications. A report of the International Immuno-oncology Biomarker Working Group on Breast Cancer. J Pathol 2024; 262:271-288. [PMID: 38230434 DOI: 10.1002/path.6238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 11/17/2023] [Indexed: 01/18/2024]
Abstract
Recent advances in the field of immuno-oncology have brought transformative changes in the management of cancer patients. The immune profile of tumours has been found to have key value in predicting disease prognosis and treatment response in various cancers. Multiplex immunohistochemistry and immunofluorescence have emerged as potent tools for the simultaneous detection of multiple protein biomarkers in a single tissue section, thereby expanding opportunities for molecular and immune profiling while preserving tissue samples. By establishing the phenotype of individual tumour cells when distributed within a mixed cell population, the identification of clinically relevant biomarkers with high-throughput multiplex immunophenotyping of tumour samples has great potential to guide appropriate treatment choices. Moreover, the emergence of novel multi-marker imaging approaches can now provide unprecedented insights into the tumour microenvironment, including the potential interplay between various cell types. However, there are significant challenges to widespread integration of these technologies in daily research and clinical practice. This review addresses the challenges and potential solutions within a structured framework of action from a regulatory and clinical trial perspective. New developments within the field of immunophenotyping using multiplexed tissue imaging platforms and associated digital pathology are also described, with a specific focus on translational implications across different subtypes of cancer. © 2024 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Chowdhury Arif Jahangir
- UCD School of Biomolecular and Biomedical Science, UCD Conway Institute, University College Dublin, Dublin, Ireland
| | - David B Page
- Earle A Chiles Research Institute, Providence Cancer Institute, Portland, OR, USA
| | - Glenn Broeckx
- Department of Pathology PA2, GZA-ZNA Hospitals, Antwerp, Belgium
- Centre for Oncological Research (CORE), MIPPRO, Faculty of Medicine, Antwerp University, Antwerp, Belgium
| | - Claudia A Gonzalez
- UCD School of Biomolecular and Biomedical Science, UCD Conway Institute, University College Dublin, Dublin, Ireland
| | - Caoimbhe Burke
- UCD School of Biomolecular and Biomedical Science, UCD Conway Institute, University College Dublin, Dublin, Ireland
| | - Clodagh Murphy
- UCD School of Biomolecular and Biomedical Science, UCD Conway Institute, University College Dublin, Dublin, Ireland
| | - Jorge S Reis-Filho
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Amy Ly
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Paul W Harms
- Departments of Pathology and Dermatology, University of Michigan, Ann Arbor, MI, USA
| | - Rajarsi R Gupta
- Department of Biomedical Informatics, Stony Brook University, Stony Brook, NY, USA
| | - Michael Vieth
- Institute of Pathology, Klinikum Bayreuth GmbH, Friedrich-Alexander-University Erlangen-Nuremberg, Bayreuth, Germany
| | - Akira I Hida
- Department of Pathology, Matsuyama Shimin Hospital, Matsuyama, Japan
| | - Mohamed Kahila
- Department of Pathology, Yale School of Medicine, New Haven, CT, USA
| | - Zuzana Kos
- Department of Pathology and Laboratory Medicine, University of British Columbia, BC Cancer, Vancouver, British Columbia, Canada
| | - Paul J van Diest
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
- Johns Hopkins Oncology Center, Baltimore, MD, USA
| | - Sara Verbandt
- Digestive Oncology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Jeppe Thagaard
- Technical University of Denmark, Kgs. Lyngby, Denmark
- Visiopharm A/S, Hørsholm, Denmark
| | - Reena Khiroya
- Department of Cellular Pathology, University College Hospital, London, UK
| | - Khalid Abduljabbar
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | | | - Balazs Acs
- Department of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden
| | - Sylvia Adams
- Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
- Department of Medicine, NYU Grossman School of Medicine, Manhattan, NY, USA
| | - Jonas S Almeida
- Division of Cancer Epidemiology and Genetics (DCEG), National Cancer Institute (NCI), Rockville, MD, USA
| | | | | | - Sunil Badve
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Emory University Winship Cancer Institute, Atlanta, GA, USA
| | | | - Enrique R Bellolio
- Departamento de Anatomía Patológica, Facultad de Medicina, Universidad de La Frontera, Temuco, Chile
| | | | - Kim Rm Blenman
- Department of Internal Medicine Section of Medical Oncology and Yale Cancer Center, Yale School of Medicine, New Haven, CT, USA
- Department of Computer Science, Yale School of Engineering and Applied Science, New Haven, CT, USA
| | | | - Octavio Burgues
- Pathology Department, Hospital Cliníco Universitario de Valencia/Incliva, Valencia, Spain
| | - Alexandros Chardas
- Department of Pathobiology & Population Sciences, The Royal Veterinary College, London, UK
| | - Maggie Chon U Cheang
- Head of Integrative Genomics Analysis in Clinical Trials, ICR-CTSU, Division of Clinical Studies, The Institute of Cancer Research, London, UK
| | - Francesco Ciompi
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Lee Ad Cooper
- Department of Pathology, Northwestern Feinberg School of Medicine, Chicago, IL, USA
| | - An Coosemans
- Department of Oncology, Laboratory of Tumor Immunology and Immunotherapy, KU Leuven, Leuven, Belgium
| | - Germán Corredor
- Biomedical Engineering Department, Emory University, Atlanta, GA, USA
| | | | - Frederik Deman
- Department of Pathology PA2, GZA-ZNA Hospitals, Antwerp, Belgium
| | - Sandra Demaria
- Department of Radiation Oncology, Weill Cornell Medical College, New York, NY, USA
- Department of Pathology, Weill Cornell Medicine, New York, NY, USA
| | - Sarah N Dudgeon
- Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA
| | - Mahmoud Elghazawy
- University of Surrey, Guildford, UK
- Ain Shams University, Cairo, Egypt
| | - Claudio Fernandez-Martín
- Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano, HUMAN-tech, Universitat Politècnica de València, Valencia, Spain
| | - Susan Fineberg
- Montefiore Medical Center and the Albert Einstein College of Medicine, New York, NY, USA
| | - Stephen B Fox
- Pathology, Peter MacCallum Cancer Centre and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
| | | | - Sacha Gnjatic
- Department of Oncological Sciences, Medicine Hem/Onc, and Pathology, Tisch Cancer Institute - Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Anita Grigoriadis
- Cancer Bioinformatics, Faculty of Life Sciences and Medicine, School of Cancer & Pharmaceutical Sciences, King's College London, London, UK
- The Breast Cancer Now Research Unit, Faculty of Life Sciences and Medicine, School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Niels Halama
- Department of Translational Immunotherapy, German Cancer Research Center, Heidelberg, Germany
| | | | | | - Steven N Hart
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Johan Hartman
- Department of Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Stephen Hewitt
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Hugo M Horlings
- Division of Pathology, Netherlands Cancer Institute (NKI), Amsterdam, The Netherlands
| | | | - Sheeba Irshad
- King's College London & Guys & St Thomas NHS Trust, London, UK
| | - Emiel Am Janssen
- Department of Pathology, Stavanger University Hospital, Stavanger, Norway
- Department of Chemistry, Bioscience and Environmental Technology, University of Stavanger, Stavanger, Norway
| | | | - Kosuke Kawaguchi
- Department of Breast Surgery, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Andrey I Khramtsov
- Department of Pathology and Laboratory Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Umay Kiraz
- Department of Pathology, Stavanger University Hospital, Stavanger, Norway
- Department of Chemistry, Bioscience and Environmental Technology, University of Stavanger, Stavanger, Norway
| | - Pawan Kirtani
- Histopathology, Aakash Healthcare Super Speciality Hospital, New Delhi, India
| | - Liudmila L Kodach
- Department of Pathology, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Konstanty Korski
- Data, Analytics and Imaging, Product Development, F. Hoffmann-La Roche AG, Basel, Switzerland
| | - Guray Akturk
- Translational Molecular Biomarkers, Merck & Co., Inc., Kenilworth, NJ, USA
| | - Ely Scott
- Translational Medicine, Bristol Myers Squibb, Princeton, NJ, USA
| | - Anikó Kovács
- Department of Clinical Pathology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Anne-Vibeke Laenkholm
- Department of Surgical Pathology, Zealand University Hospital, Roskilde, Denmark
- Department of Surgical Pathology, University of Copenhagen, Copenhagen, Denmark
| | - Corinna Lang-Schwarz
- Institute of Pathology, Klinikum Bayreuth GmbH, Friedrich-Alexander-University Erlangen-Nuremberg, Bayreuth, Germany
| | - Denis Larsimont
- Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Jochen K Lennerz
- Center for Integrated Diagnostics, Massachusetts General Hospital/Harvard Medical School, Boston, MA, USA
| | - Marvin Lerousseau
- Centre for Computational Biology (CBIO), Mines Paris, PSL University, Paris, France
- Institut Curie, PSL University, Paris, France
- INSERM U900, Paris, France
| | - Xiaoxian Li
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA, USA
| | - Anant Madabhushi
- Department of Biomedical Engineering, Radiology and Imaging Sciences, Biomedical Informatics, Pathology, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Sai K Maley
- NRG Oncology/NSABP Foundation, Pittsburgh, PA, USA
| | | | - Douglas K Marks
- Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Elizabeth S McDonald
- Breast Cancer Translational Research Group, University of Pennsylvania, Philadelphia, PA, USA
| | - Ravi Mehrotra
- Indian Cancer Genomic Atlas, Pune, India
- Centre for Health, Innovation and Policy Foundation, Noida, India
| | - Stefan Michiels
- Office of Biostatistics and Epidemiology, Gustave Roussy, Oncostat U1018, Inserm, University Paris-Saclay, Ligue Contre le Cancer labeled Team, Villejuif, France
| | - Durga Kharidehal
- Department of Pathology, Narayana Medical College and Hospital, Nellore, India
| | - Fayyaz Ul Amir Afsar Minhas
- Tissue Image Analytics Centre, Warwick Cancer Research Centre, PathLAKE Consortium, Department of Computer Science, University of Warwick, Coventry, UK
| | - Shachi Mittal
- Department of Chemical Engineering, Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington, USA
| | - David A Moore
- CRUK Lung Cancer Centre of Excellence, UCL and Cellular Pathology Department, UCLH, London, UK
| | - Shamim Mushtaq
- Department of Biochemistry, Ziauddin University, Karachi, Pakistan
| | - Hussain Nighat
- Pathology and Laboratory Medicine, All India Institute of Medical Sciences, Raipur, India
| | - Thomas Papathomas
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK
- Department of Clinical Pathology, Drammen Sykehus, Vestre Viken HF, Drammen, Norway
| | - Frederique Penault-Llorca
- Service de Pathologie et Biopathologie, Centre Jean PERRIN, INSERM U1240 Imagerie Moléculaire et Stratégies Théranostiques (IMoST), Université Clermont Auvergne, Clermont-Ferrand, France
| | - Rashindrie D Perera
- School of Electrical, Mechanical and Infrastructure Engineering, University of Melbourne, Melbourne, Victoria, Australia
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Christopher J Pinard
- Radiogenomics Laboratory, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Clinical Studies, Ontario Veterinary College, University of Guelph, Guelph, Ontario, Canada
- Department of Oncology, Lakeshore Animal Health Partners, Mississauga, Ontario, Canada
- Centre for Advancing Responsible and Ethical Artificial Intelligence (CARE-AI), University of Guelph, Guelph, Ontario, Canada
| | | | - Giancarlo Pruneri
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
- Faculty of Medicine and Surgery, University of Milan, Milan, Italy
| | - Lajos Pusztai
- Yale Cancer Center, Yale University, New Haven, CT, USA
- Department of Medical Oncology, Yale School of Medicine, Yale University, New Haven, CT, USA
| | | | - Bernardo Leon Rapoport
- The Medical Oncology Centre of Rosebank, Johannesburg, South Africa
- Department of Immunology, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| | - Tilman T Rau
- Institute of Pathology, University Hospital Düsseldorf and Heinrich-Heine-University, Düsseldorf, Germany
| | | | - David Rimm
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
- Department of Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Anne Vincent-Salomon
- Department of Diagnostic and Theranostic Medicine, Institut Curie, University Paris-Sciences et Lettres, Paris, France
| | - Joel Saltz
- Department of Biomedical Informatics, Stony Brook Medicine, New York, NY, USA
| | - Shahin Sayed
- Department of Pathology, Aga Khan University, Nairobi, Kenya
| | - Evangelos Hytopoulos
- Department of Pathology, Aga Khan University, Nairobi, Kenya
- iRhythm Technologies Inc., San Francisco, CA, USA
| | - Sarah Mahon
- Mater Misericordiae University Hospital, Dublin, Ireland
| | - Kalliopi P Siziopikou
- Department of Pathology, Section of Breast Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Christos Sotiriou
- Breast Cancer Translational Research Laboratory J.-C. Heuson, Institut Jules Bordet, Hôpital Universitaire de Bruxelles (H.U.B), Université Libre de Bruxelles (ULB), Brussels, Belgium
- Medical Oncology Department, Institut Jules Bordet, Hôpital Universitaire de Bruxelles (H.U.B), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Albrecht Stenzinger
- Institute of Pathology, University Hospital Heidelberg, Centers for Personalized Medicine (ZPM), Heidelberg, Germany
| | | | - Daniel Sur
- Department of Medical Oncology, University of Medicine and Pharmacy "Iuliu Hatieganu", Cluj-Napoca, Romania
| | - Fraser Symmans
- University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | | | - Sabine Tejpar
- Digestive Oncology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Jonas Teuwen
- AI for Oncology Lab, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | - Trine Tramm
- Department of Pathology, Institute of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - William T Tran
- Department of Radiation Oncology, University of Toronto and Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Jeroen van der Laak
- Head of Integrative Genomics Analysis in Clinical Trials, ICR-CTSU, Division of Clinical Studies, The Institute of Cancer Research, London, UK
| | - Gregory E Verghese
- Cancer Bioinformatics, Faculty of Life Sciences and Medicine, School of Cancer & Pharmaceutical Sciences, King's College London, London, UK
- The Breast Cancer Now Research Unit, Faculty of Life Sciences and Medicine, School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Giuseppe Viale
- Department of Pathology, European Institute of Oncology & University of Milan, Milan, Italy
| | - Noorul Wahab
- Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK
| | - Thomas Walter
- Centre for Computational Biology (CBIO), Mines Paris, PSL University, Paris, France
- Institut Curie, PSL University, Paris, France
- INSERM U900, Paris, France
| | | | - Hannah Y Wen
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Wentao Yang
- Fudan Medical University Shanghai Cancer Center, Shanghai, PR China
| | - Yinyin Yuan
- Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Sibylle Loibl
- Department of Medicine and Research, German Breast Group, Neu-Isenburg, Germany
| | - Carsten Denkert
- Institut für Pathologie, Philipps-Universität Marburg und Universitätsklinikum Marburg, Marburg, Germany
| | - Peter Savas
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- The Sir Peter MacCallum Department of Medical Oncology, University of Melbourne, Melbourne, Victoria, Australia
| | - Sherene Loi
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia
| | | | - Roberto Salgado
- Department of Pathology PA2, GZA-ZNA Hospitals, Antwerp, Belgium
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - William M Gallagher
- UCD School of Biomolecular and Biomedical Science, UCD Conway Institute, University College Dublin, Dublin, Ireland
| | - Arman Rahman
- UCD School of Medicine, UCD Conway Institute, University College Dublin, Dublin, Ireland
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9
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Djerroudi L, El Sabeh-Ayoun A, Benoist C, Pierron G, Masliah-Planchon J, Fuhrmann L, Kieffer Y, Carton M, Ramtohul T, Callens C, Renault V, Bidard FC, Mechta-Grigoriou F, Vincent-Salomon A. Molecular and clinical portrait of HER2-low invasive lobular carcinomas. Mod Pathol 2024:100463. [PMID: 38428737 DOI: 10.1016/j.modpat.2024.100463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 01/30/2024] [Accepted: 02/22/2024] [Indexed: 03/03/2024]
Abstract
Invasive lobular carcinomas (ILCs) have a low frequency of ERBB2 amplification, therefore restricting the use of conventional anti-HER2 therapies for this histological special type. Conversely, ILCs with low HER2 overexpression may represent a broader target for the use of emerging anti-body drug conjugate therapies targeting HER2, since these treatments have proven effective in HER2-low breast cancers. Very scarce data about HER2-low ILCs have been so far published, although these tumors could have different prevalence and histo-molecular specificities compared to invasive breast carcinoma of no special type (IBC-NST). Our aims in that context were to decipher the clinico-pathological and molecular features of a large series of HER2-low ILCs. Comparative evaluation of HER2-low prevalence was done based on a retrospective series of 7,970 patients from Institut Curie, with either primary invasive lobular (N=1,103) or no special type (N=6,867) invasive carcinoma. Clinico-pathological and molecular analyses of HER2-zero, HER2-low, and HER2-positive ILCs were performed on a subgroup of 251 patients who underwent surgery for a primary ILC between 2005 and 2008. The mutational profile of these 251 cases was determined from RNAseq data. Compared with HER2-negative IBC-NSTs, the HER2-negative ILCs were found to display a higher frequency of HER2-zero cases (59.4% vs. 53.7%) and lower frequency of HER2-low (40.6% vs. 46.3%) (p <0.001). Clinicopathological features associated with HER2-low status (vs. HER2-zero) in ILC were older age, post-menopausal status, non-classic ILC histological types, higher grade, proliferation and ER expression levels. Survival curve analysis showed a significantly lower risk of local recurrence for HER2-low (vs HER2-zero) ILCs, but no association was found between HER2 status and either breast cancer-specific survival or distant metastasis-free interval. ERBB3 was the unique mutated gene exclusively associated with HER2-low ILCs yet being mutated at a low frequency (7.1%) (FDR <0.05). In conclusion, HER2-low ILCs exhibit their own particularities, both on clinical-pathological and molecular levels. Our findings call for larger multicenter validation studies.
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Affiliation(s)
- Lounes Djerroudi
- Institut Curie, PSL University, Department of Diagnostic and Theranostic Medicine, 26 rue d'Ulm, 75005, Paris, France; Institut Curie, Stress and Cancer laboratory, Inserm U830, PSL University, 26 rue d'ULM, 75248 Paris Cedex 05, France.
| | - Ahmad El Sabeh-Ayoun
- Institut Curie, PSL University, Department of Diagnostic and Theranostic Medicine, 26 rue d'Ulm, 75005, Paris, France
| | - Camille Benoist
- Institut Curie, PSL University, Clinical Bioinformatics, 26 rue d'Ulm, 75005, Paris, France
| | - Gaelle Pierron
- Institut Curie, PSL University, Department of Diagnostic and Theranostic Medicine, 26 rue d'Ulm, 75005, Paris, France
| | - Julien Masliah-Planchon
- Institut Curie, PSL University, Department of Diagnostic and Theranostic Medicine, 26 rue d'Ulm, 75005, Paris, France
| | - Laetitia Fuhrmann
- Institut Curie, PSL University, Department of Diagnostic and Theranostic Medicine, 26 rue d'Ulm, 75005, Paris, France
| | - Yann Kieffer
- Institut Curie, Stress and Cancer laboratory, Inserm U830, PSL University, 26 rue d'ULM, 75248 Paris Cedex 05, France
| | - Matthieu Carton
- Institut Curie, PSL University, Department of Statistics, 26 rue d'Ulm, 75005, Paris, France
| | - Toulsie Ramtohul
- Institut Curie, PSL University, Department of Radiology, 26 rue d'Ulm, 75005, Paris, France
| | - Celine Callens
- Institut Curie, PSL University, Department of Diagnostic and Theranostic Medicine, 26 rue d'Ulm, 75005, Paris, France
| | - Victor Renault
- Institut Curie, PSL University, Clinical Bioinformatics, 26 rue d'Ulm, 75005, Paris, France
| | - François-Clément Bidard
- Institut Curie, Department of Medical Oncology, Université Versailles Saint Quentin, 35 Rue Dailly 92 210 Saint Cloud, France
| | - Fatima Mechta-Grigoriou
- Institut Curie, Stress and Cancer laboratory, Inserm U830, PSL University, 26 rue d'ULM, 75248 Paris Cedex 05, France
| | - Anne Vincent-Salomon
- Institut Curie, PSL University, Department of Diagnostic and Theranostic Medicine, 26 rue d'Ulm, 75005, Paris, France
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10
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Licaj M, Mhaidly R, Kieffer Y, Croizer H, Bonneau C, Meng A, Djerroudi L, Mujangi-Ebeka K, Hocine HR, Bourachot B, Magagna I, Leclere R, Guyonnet L, Bohec M, Guérin C, Baulande S, Kamal M, Le Tourneau C, Lecuru F, Becette V, Rouzier R, Vincent-Salomon A, Gentric G, Mechta-Grigoriou F. Residual ANTXR1+ myofibroblasts after chemotherapy inhibit anti-tumor immunity via YAP1 signaling pathway. Nat Commun 2024; 15:1312. [PMID: 38346978 PMCID: PMC10861537 DOI: 10.1038/s41467-024-45595-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 01/29/2024] [Indexed: 02/15/2024] Open
Abstract
Although cancer-associated fibroblast (CAF) heterogeneity is well-established, the impact of chemotherapy on CAF populations remains poorly understood. Here we address this question in high-grade serous ovarian cancer (HGSOC), in which we previously identified 4 CAF populations. While the global content in stroma increases in HGSOC after chemotherapy, the proportion of FAP+ CAF (also called CAF-S1) decreases. Still, maintenance of high residual CAF-S1 content after chemotherapy is associated with reduced CD8+ T lymphocyte density and poor patient prognosis, emphasizing the importance of CAF-S1 reduction upon treatment. Single cell analysis, spatial transcriptomics and immunohistochemistry reveal that the content in the ECM-producing ANTXR1+ CAF-S1 cluster (ECM-myCAF) is the most affected by chemotherapy. Moreover, functional assays demonstrate that ECM-myCAF isolated from HGSOC reduce CD8+ T-cell cytotoxicity through a Yes Associated Protein 1 (YAP1)-dependent mechanism. Thus, efficient inhibition after treatment of YAP1-signaling pathway in the ECM-myCAF cluster could enhance CD8+ T-cell cytotoxicity. Altogether, these data pave the way for therapy targeting YAP1 in ECM-myCAF in HGSOC.
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Affiliation(s)
- Monika Licaj
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
| | - Rana Mhaidly
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
| | - Yann Kieffer
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
| | - Hugo Croizer
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
| | - Claire Bonneau
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
- Department of Surgery, Institut Curie Hospital Group, 35 rue Dailly, 92210, Saint-Cloud, France
| | - Arnaud Meng
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
| | - Lounes Djerroudi
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
- Department of Diagnostic and Theragnostic Medicine, Institut Curie Hospital Group, 26, rue d'Ulm, F-75248, Paris, France
| | - Kevin Mujangi-Ebeka
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
| | - Hocine R Hocine
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
| | - Brigitte Bourachot
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
| | - Ilaria Magagna
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
| | - Renaud Leclere
- Department of Diagnostic and Theragnostic Medicine, Institut Curie Hospital Group, 26, rue d'Ulm, F-75248, Paris, France
| | - Lea Guyonnet
- Cytometry platform, PSL University, Institut Curie, 75005, Paris, France
| | - Mylene Bohec
- ICGex Next-Generation Sequencing Platform, PSL University, Institut Curie, 75005, Paris, France
| | - Coralie Guérin
- Cytometry platform, PSL University, Institut Curie, 75005, Paris, France
| | - Sylvain Baulande
- ICGex Next-Generation Sequencing Platform, PSL University, Institut Curie, 75005, Paris, France
| | - Maud Kamal
- Department of Drug Development and Innovation, Institut Curie Hospital Group, 26, rue d'Ulm, F-75248, Paris, France
| | - Christophe Le Tourneau
- Department of Drug Development and Innovation, Institut Curie Hospital Group, 26, rue d'Ulm, F-75248, Paris, France
- INSERM, U900, Paris-Saclay University, Institut Curie, 35 rue Dailly, 92210, Saint-Cloud, France
| | - Fabrice Lecuru
- Breast, gynecology and reconstructive surgery Department, Institut Curie Hospital Group, Paris Cité University, 26, rue d'Ulm, F-75248, Paris, France
| | - Véronique Becette
- Department of Diagnostic and Theragnostic Medicine, Institut Curie Hospital Group, 35 rue Dailly, 92210, Saint-Cloud, France
| | - Roman Rouzier
- Department of Surgery, Institut Curie Hospital Group, 35 rue Dailly, 92210, Saint-Cloud, France
| | - Anne Vincent-Salomon
- Department of Diagnostic and Theragnostic Medicine, Institut Curie Hospital Group, 26, rue d'Ulm, F-75248, Paris, France
| | - Geraldine Gentric
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France.
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France.
| | - Fatima Mechta-Grigoriou
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France.
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France.
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11
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Cohen C, Mhaidly R, Croizer H, Kieffer Y, Leclere R, Vincent-Salomon A, Robley C, Anglicheau D, Rabant M, Sannier A, Timsit MO, Eddy S, Kretzler M, Ju W, Mechta-Grigoriou F. WNT-dependent interaction between inflammatory fibroblasts and FOLR2+ macrophages promotes fibrosis in chronic kidney disease. Nat Commun 2024; 15:743. [PMID: 38272907 PMCID: PMC10810789 DOI: 10.1038/s41467-024-44886-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 01/08/2024] [Indexed: 01/27/2024] Open
Abstract
Chronic kidney disease (CKD) is a public health problem driven by myofibroblast accumulation, leading to interstitial fibrosis. Heterogeneity is a recently recognized characteristic in kidney fibroblasts in CKD, but the role of different populations is still unclear. Here, we characterize a proinflammatory fibroblast population (named CXCL-iFibro), which corresponds to an early state of myofibroblast differentiation in CKD. We demonstrate that CXCL-iFibro co-localize with macrophages in the kidney and participate in their attraction, accumulation, and switch into FOLR2+ macrophages from early CKD stages on. In vitro, macrophages promote the switch of CXCL-iFibro into ECM-secreting myofibroblasts through a WNT/β-catenin-dependent pathway, thereby suggesting a reciprocal crosstalk between these populations of fibroblasts and macrophages. Finally, the detection of CXCL-iFibro at early stages of CKD is predictive of poor patient prognosis, which shows that the CXCL-iFibro population is an early player in CKD progression and demonstrates the clinical relevance of our findings.
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Affiliation(s)
- Camille Cohen
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
| | - Rana Mhaidly
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
| | - Hugo Croizer
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
| | - Yann Kieffer
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
| | - Renaud Leclere
- Department of Diagnostic and Theragnostic Medicine, Institut Curie Hospital Group, 26, rue d'Ulm, F-75248, Paris, France
| | - Anne Vincent-Salomon
- Department of Diagnostic and Theragnostic Medicine, Institut Curie Hospital Group, 26, rue d'Ulm, F-75248, Paris, France
| | - Catherine Robley
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France
| | - Dany Anglicheau
- Department of Nephrology and Kidney Transplantation, Necker Hospital, AP-HP, Paris Cité University, Inserm U1151, 149 rue de Sèvres, 75015, Paris, France
| | - Marion Rabant
- Department of Pathology, Necker Hospital, AP-HP, Paris Cité University, 149 rue de Sèvres, 75015, Paris, France
| | - Aurélie Sannier
- Department of Pathology, AP-HP, Bichat-Claude Bernard Hospital, Paris Cité University, Inserm, U1148, 46, rue Henri Huchard, 75877, Paris, France
| | - Marc-Olivier Timsit
- Department of Urology, Européen George Pompidou Hospital, APHP, Paris Cité University, Paris, France
| | - Sean Eddy
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Matthias Kretzler
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Wenjun Ju
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Fatima Mechta-Grigoriou
- Institut Curie, Stress and Cancer Laboratory, Equipe labélisée par la Ligue Nationale contre le Cancer, PSL Research University, 26, rue d'Ulm, F-75248, Paris, France.
- Inserm, U830, 26, rue d'Ulm, Paris, F-75005, France.
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12
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De Schepper M, Nguyen HL, Richard F, Rosias L, Lerebours F, Vion R, Clatot F, Berghian A, Maetens M, Leduc S, Isnaldi E, Molinelli C, Lambertini M, Grillo F, Zoppoli G, Dirix L, Punie K, Wildiers H, Smeets A, Nevelsteen I, Neven P, Vincent-Salomon A, Larsimont D, Duhem C, Viens P, Bertucci F, Biganzoli E, Vermeulen P, Floris G, Desmedt C. Treatment Response, Tumor Infiltrating Lymphocytes and Clinical Outcomes in Inflammatory Breast Cancer-Treated with Neoadjuvant Systemic Therapy. Cancer Res Commun 2024; 4:186-199. [PMID: 38147006 PMCID: PMC10807408 DOI: 10.1158/2767-9764.crc-23-0285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 10/01/2023] [Accepted: 12/13/2023] [Indexed: 12/27/2023]
Abstract
Inflammatory breast cancer (IBC) is a rare (1%-5%), aggressive form of breast cancer, accounting for approximately 10% of breast cancer mortality. In the localized setting, standard of care is neoadjuvant chemotherapy (NACT) ± anti-HER2 therapy, followed by surgery. Here we investigated associations between clinicopathologic variables, stromal tumor-infiltrating lymphocytes (sTIL), and pathologic complete response (pCR), and the prognostic value of pCR. We included 494 localized patients with IBC treated with NACT from October 1996 to October 2021 in eight European hospitals. Standard clinicopathologic variables were collected and central pathologic review was performed, including sTIL. Associations were assessed using Firth logistic regression models. Cox regressions were used to evaluate the role of pCR and residual cancer burden (RCB) on disease-free survival (DFS), distant recurrence-free survival (DRFS), and overall survival (OS). Distribution according to receptor status was as follows: 26.4% estrogen receptor negative (ER-)/HER2-; 22.0% ER-/HER2+; 37.4% ER+/HER2-, and 14.1% ER+/HER2+. Overall pCR rate was 26.3%, being highest in the HER2+ groups (45.9% for ER-/HER2+ and 42.9% for ER+/HER2+). sTILs were low (median: 5.3%), being highest in the ER-/HER2- group (median: 10%). High tumor grade, ER negativity, HER2 positivity, higher sTILs, and taxane-based NACT were significantly associated with pCR. pCR was associated with improved DFS, DRFS, and OS in multivariable analyses. RCB score in patients not achieving pCR was independently associated with survival. In conclusion, sTILs were low in IBC, but were predictive of pCR. Both pCR and RCB have an independent prognostic role in IBC treated with NACT. SIGNIFICANCE IBC is a rare, but very aggressive type of breast cancer. The prognostic role of pCR after systemic therapy and the predictive value of sTILs for pCR are well established in the general breast cancer population; however, only limited information is available in IBC. We assembled the largest retrospective IBC series so far and demonstrated that sTIL is predictive of pCR. We emphasize that reaching pCR remains of utmost importance in IBC.
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Affiliation(s)
- Maxim De Schepper
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Ha-Linh Nguyen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - François Richard
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Louise Rosias
- Department of Gynecological and Obstetrics, University Hospitals Leuven, Leuven, Belgium
| | | | - Roman Vion
- Department of Medical Oncology, Centre Henri Becquerel, Rouen, France
| | - Florian Clatot
- Department of Medical Oncology, Centre Henri Becquerel, Rouen, France
| | - Anca Berghian
- Anatomical Pathology Unit, Department of Biopathology, Centre Henri Becquerel, Rouen, France
| | - Marion Maetens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sophia Leduc
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Edoardo Isnaldi
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Chiara Molinelli
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
| | - Matteo Lambertini
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
- Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Federica Grillo
- Anatomical Pathology Unit, Department of Surgical Sciences and Integrated Diagnostics, University of Genova, Genoa, Italy
- Department of Internal Medicine and Specialistic Medicine, U.O. Medicina Interna a Indirizzo Oncologico, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Gabriele Zoppoli
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
- Department of Internal Medicine and Specialistic Medicine, U.O. Medicina Interna a Indirizzo Oncologico, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Luc Dirix
- Translational Cancer Research Unit, Center for Oncological Research, Faculty of Medicine and Health Sciences, University of Antwerp, GZA hospitals, Antwerp, Belgium
| | - Kevin Punie
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Hans Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ann Smeets
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Patrick Neven
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Anne Vincent-Salomon
- Department of Pathology, Université Paris Sciences Lettres, Institut Curie, Paris, France
| | - Denis Larsimont
- Department of Pathology, Institut Jules Bordet, Brussels, Belgium
| | - Caroline Duhem
- Clinique du sein, Centre Hospitalier du Luxembourg, Luxembourg
| | | | | | - Elia Biganzoli
- Unit of Medical Statistics, Biometry and Epidemiology, Department of Biomedical and Clinical Sciences (DIBIC) “L. Sacco” & DSRC, LITA Vialba campus, University of Milan, Milan, Italy
| | - Peter Vermeulen
- Translational Cancer Research Unit, Center for Oncological Research, Faculty of Medicine and Health Sciences, University of Antwerp, GZA hospitals, Antwerp, Belgium
| | - Giuseppe Floris
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
- Laboratory for Translational Cell and Tissue Research, Department of Pathology and Imaging, KU Leuven, Belgium
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
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Pacot L, Masliah-Planchon J, Petcu A, Terris B, Gauthier Villars M, Lespinasse J, Wolkenstein P, Vincent-Salomon A, Vidaud D, Pasmant E. Breast cancer risk in NF1-deleted patients. J Med Genet 2023:jmg-2023-109682. [PMID: 38154814 DOI: 10.1136/jmg-2023-109682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 12/05/2023] [Indexed: 12/30/2023]
Affiliation(s)
- Laurence Pacot
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris Cité, CARPEM, Paris, France
- Department of genetics, Fédération de Génétique et Médecine Génomique, Hôpital Cochin, DMU BioPhyGen, AP-HP.Centre-Université Paris Cité, Paris, France
| | | | - Adina Petcu
- Department of Pathology, Centre Hospitalier Métropole Savoie, Chambery, France
| | - Benoit Terris
- Department of Pathology, Hôpital Cochin, Assistance Publique-Hopitaux de Paris, Paris, France
| | | | - James Lespinasse
- Unité de Génétique médicale, Centre Hospitalier Métropole Savoie, Chambéry, France
| | - Pierre Wolkenstein
- Department of Dermatology, Hôpital Henri Mondor, Assistance Publique-Hôpitaux de Paris, Créteil, France
- Centre d'Investigation Clinique 1430, INSERM, Hôpital Henri-Mondor, Assistance Publique-Hôpitaux de Paris, Referral Center of Neurofibromatosis, Créteil, France
| | - Anne Vincent-Salomon
- Department of Pathology, Curie Institute Hospital Group, Paris, Île-de-France, France
| | - Dominique Vidaud
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris Cité, CARPEM, Paris, France
- Department of genetics, Fédération de Génétique et Médecine Génomique, Hôpital Cochin, DMU BioPhyGen, AP-HP.Centre-Université Paris Cité, Paris, France
| | - Eric Pasmant
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris Cité, CARPEM, Paris, France
- Department of genetics, Fédération de Génétique et Médecine Génomique, Hôpital Cochin, DMU BioPhyGen, AP-HP.Centre-Université Paris Cité, Paris, France
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Vibert R, Cyrta J, Girard E, Vacher S, Dupain C, Antonio S, Wong J, Baulande S, De Sousa JMF, Vincent-Salomon A, Masliah-Planchon J, Girard N, Le Tourneau C, Kamal M, Bièche I. Molecular characterisation of tumours of the lacrimal apparatus. Histopathology 2023; 83:925-935. [PMID: 37706251 DOI: 10.1111/his.15040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 08/02/2023] [Accepted: 08/19/2023] [Indexed: 09/15/2023]
Abstract
AIMS Malignant tumours of the lacrimal apparatus are rare and frequently show a poor prognosis, with no clear therapeutic standards. Characterisation of the genetic landscape of these rare tumours is sparse, and therefore therapeutics generally follow those of their common salivary gland counterparts. To further clarify the pathophysiology and discover potential therapeutic targets, we investigated the genetic landscape of eight tumours of the lacrimal apparatus. METHODS AND RESULTS DNA and RNA sequencing were performed to identify genetic mutations and gene fusions. Immunohistochemistry, fluorescence in-situ hybridisation and reverse transcription-polymerase chain reaction followed by Sanger sequencing were performed to confirm the identified molecular alterations. Genetic alterations were detected in six tumours. Among five adenoid cystic carcinomas (ACC), four had confirmed alterations of MYB or MYBL1 genes, including a MYB::NFIB fusion, a MYBL1::NFIB fusion, a MYB amplification and a novel NFIB::THSD7B fusion. Mutations in genes encoding epigenetic modifiers, as well as NOTCH1, FGFR2 and ATM mutations, were also identified in ACCs. A carcinoma ex pleomorphic adenoma showed TP53 and CIC mutations and an amplification of ERBB2. A transitional cell carcinoma was associated with HPV16 infection. No genetic alteration was found for one adenocarcinoma, not otherwise specified. CONCLUSIONS Our study highlights the variety of molecular alterations associated with lacrimal system tumours and emphasises the importance of molecular testing in these tumours, which can reveal potentially targetable mutations. Our results also reinforce the hypothesis of a common physiopathology of all ACCs, regardless of their primary location.
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Affiliation(s)
- Roseline Vibert
- Pharmacogenomics Unit, Department of Genetics, Institut Curie, PSL Research University, Paris, France
| | - Joanna Cyrta
- Department of Pathology, Institut Curie, PSL Research University, Paris, France
| | - Elodie Girard
- Bioinformatics and Computational Systems Biology of Cancer, PSL Research University, Mines Paris Tech, INSERM U900, Paris, France
| | - Sophie Vacher
- Pharmacogenomics Unit, Department of Genetics, Institut Curie, PSL Research University, Paris, France
| | - Célia Dupain
- Department of Drug Development and Innovation (D3i), Institut Curie, Paris, France
| | - Samantha Antonio
- Pharmacogenomics Unit, Department of Genetics, Institut Curie, PSL Research University, Paris, France
| | - Jennifer Wong
- Pharmacogenomics Unit, Department of Genetics, Institut Curie, PSL Research University, Paris, France
| | - Sylvain Baulande
- Institut Curie Genomics of Excellence (ICGex) NGS Platform, Institut Curie, Paris, France
| | | | | | - Julien Masliah-Planchon
- Pharmacogenomics Unit, Department of Genetics, Institut Curie, PSL Research University, Paris, France
| | - Nicolas Girard
- Thorax Institute Curie Montsouris, Institut Curie, Paris, France
- UVSQ, Paris Saclay University, Versailles, France
| | | | - Maud Kamal
- Department of Drug Development and Innovation (D3i), Institut Curie, Paris, France
| | - Ivan Bièche
- Pharmacogenomics Unit, Department of Genetics, Institut Curie, PSL Research University, Paris, France
- Faculty of Pharmaceutical and Biological Sciences, INSERM U1016, Université de Paris Cité, Paris, France
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15
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Malhaire C, Selhane F, Saint-Martin MJ, Cockenpot V, Akl P, Laas E, Bellesoeur A, Ala Eddine C, Bereby-Kahane M, Manceau J, Sebbag-Sfez D, Pierga JY, Reyal F, Vincent-Salomon A, Brisse H, Frouin F. Exploring the added value of pretherapeutic MR descriptors in predicting breast cancer pathologic complete response to neoadjuvant chemotherapy. Eur Radiol 2023; 33:8142-8154. [PMID: 37318605 DOI: 10.1007/s00330-023-09797-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 04/14/2023] [Accepted: 05/13/2023] [Indexed: 06/16/2023]
Abstract
OBJECTIVES To evaluate the association between pretreatment MRI descriptors and breast cancer (BC) pathological complete response (pCR) to neoadjuvant chemotherapy (NAC). MATERIALS AND METHODS Patients with BC treated by NAC with a breast MRI between 2016 and 2020 were included in this retrospective observational single-center study. MR studies were described using the standardized BI-RADS and breast edema score on T2-weighted MRI. Univariable and multivariable logistic regression analyses were performed to assess variables association with pCR according to residual cancer burden. Random forest classifiers were trained to predict pCR on a random split including 70% of the database and were validated on the remaining cases. RESULTS Among 129 BC, 59 (46%) achieved pCR after NAC (luminal (n = 7/37, 19%), triple negative (n = 30/55, 55%), HER2 + (n = 22/37, 59%)). Clinical and biological items associated with pCR were BC subtype (p < 0.001), T stage 0/I/II (p = 0.008), higher Ki67 (p = 0.005), and higher tumor-infiltrating lymphocytes levels (p = 0.016). Univariate analysis showed that the following MRI features, oval or round shape (p = 0.047), unifocality (p = 0.026), non-spiculated margins (p = 0.018), no associated non-mass enhancement (p = 0.024), and a lower MRI size (p = 0.031), were significantly associated with pCR. Unifocality and non-spiculated margins remained independently associated with pCR at multivariable analysis. Adding significant MRI features to clinicobiological variables in random forest classifiers significantly increased sensitivity (0.67 versus 0.62), specificity (0.69 versus 0.67), and precision (0.71 versus 0.67) for pCR prediction. CONCLUSION Non-spiculated margins and unifocality are independently associated with pCR and can increase models performance to predict BC response to NAC. CLINICAL RELEVANCE STATEMENT A multimodal approach integrating pretreatment MRI features with clinicobiological predictors, including tumor-infiltrating lymphocytes, could be employed to develop machine learning models for identifying patients at risk of non-response. This may enable consideration of alternative therapeutic strategies to optimize treatment outcomes. KEY POINTS • Unifocality and non-spiculated margins are independently associated with pCR at multivariable logistic regression analysis. • Breast edema score is associated with MR tumor size and TIL expression, not only in TN BC as previously reported, but also in luminal BC. • Adding significant MRI features to clinicobiological variables in machine learning classifiers significantly increased sensitivity, specificity, and precision for pCR prediction.
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Affiliation(s)
- Caroline Malhaire
- Department of Medical Imaging, Institut Curie, PSL Research University, 26 Rue d'Ulm, 75005, Paris, France.
- Institut Curie, Research Center, U1288-LITO, Inserm, Paris-Saclay University, 91401, Orsay, France.
| | - Fatine Selhane
- Gustave Roussy, Department of Imaging, Paris-Saclay University, 94805, Villejuif, France
| | | | - Vincent Cockenpot
- Pathology Unit, Centre Léon Bérard, 28 Rue Laennec, 69008, Lyon, France
| | - Pia Akl
- Women Imaging Unit, HCL, Radiologie du Groupement Hospitalier Est, 3 Quai Des Célestins, 69002, Lyon, France
| | - Enora Laas
- Department of Surgical Oncology, Institut Curie, 26 Rue d'Ulm, 75005, Paris, France
| | - Audrey Bellesoeur
- Department of Medical Oncology, Institut Curie, 26 Rue d'Ulm, 75005, Paris, France
| | - Catherine Ala Eddine
- Department of Medical Imaging, Institut Curie, PSL Research University, 26 Rue d'Ulm, 75005, Paris, France
| | - Melodie Bereby-Kahane
- Department of Medical Imaging, Institut Curie, PSL Research University, 26 Rue d'Ulm, 75005, Paris, France
| | - Julie Manceau
- Department of Medical Imaging, Institut Curie, PSL Research University, 26 Rue d'Ulm, 75005, Paris, France
| | - Delphine Sebbag-Sfez
- Department of Medical Imaging, Institut Curie, PSL Research University, 26 Rue d'Ulm, 75005, Paris, France
| | - Jean-Yves Pierga
- Department of Medical Oncology, Institut Curie, 26 Rue d'Ulm, 75005, Paris, France
| | - Fabien Reyal
- Department of Surgical Oncology, Institut Curie, 26 Rue d'Ulm, 75005, Paris, France
| | | | - Herve Brisse
- Department of Medical Imaging, Institut Curie, PSL Research University, 26 Rue d'Ulm, 75005, Paris, France
| | - Frederique Frouin
- Institut Curie, Research Center, U1288-LITO, Inserm, Paris-Saclay University, 91401, Orsay, France
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16
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Mariani P, Bidard FC, Rampanou A, Houy A, Servois V, Ramtohul T, Pierron G, Chevrier M, Renouf B, Lantz O, Gardrat S, Vincent-Salomon A, Roman-Roman S, Rodrigues M, Piperno-Neumann S, Cassoux N, Stern MH, Renault S. Circulating Tumor DNA as a Prognostic Factor in Patients With Resectable Hepatic Metastases of Uveal Melanoma. Ann Surg 2023; 278:e827-e834. [PMID: 36847256 PMCID: PMC10481917 DOI: 10.1097/sla.0000000000005822] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
Abstract
OBJECTIVE We report here the results of a prospective study of circulating tumor DNA (ctDNA) detection in patients undergoing uveal melanoma (UM) liver metastases resection (NCT02849145). BACKGROUND In UM patients, the liver is the most common and often only site of metastases. Local treatments of liver metastases, such as surgical resection, have a likely benefit in selected patients. METHODS Upon enrollment, metastatic UM patients eligible for curative liver surgery had plasma samples collected before and after surgery. GNAQ / GNA11 mutations were identified in archived tumor tissue and used to quantify ctDNA by droplet digital polymerase chain reaction which was then associated with the patient's surgical outcomes. RESULTS Forty-seven patients were included. Liver surgery was associated with a major increase of cell-free circulating DNA levels, with a peak 2 days after surgery (∼20-fold). Among 40 evaluable patients, 14 (35%) had detectable ctDNA before surgery, with a median allelic frequency of 1.1%. These patients experienced statistically shorter relapse-free survival (RFS) versus patients with no detectable ctDNA before surgery (median RFS: 5.5 vs 12.2 months; hazard ratio=2.23, 95% CI: 1.06-4.69, P =0.04), and had a numerically shorter overall survival (OS) (median OS: 27.0 vs 42.3 months). ctDNA positivity at postsurgery time points was also associated with RFS and OS. CONCLUSIONS This study is the first to report ctDNA detection rate and prognostic impact in UM patients eligible for surgical resection of their liver metastases. If confirmed by further studies in this setting, this noninvasive biomarker could inform treatment decisions in UM patients with liver metastases.
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Affiliation(s)
- Pascale Mariani
- Department of Surgical Oncology, Institut Curie, Paris, PSL Research University, Paris, France
| | - François-Clément Bidard
- Circulating Tumor Biomarkers Laboratory, Inserm CIC-BT, Department of Translational Research, Institut Curie, Paris, France
- Department of Medical Oncology, Institut Curie, Paris and Saint-Cloud, France
- UVSQ, Paris-Saclay University, Saint Cloud, Paris, France
| | - Aurore Rampanou
- Circulating Tumor Biomarkers Laboratory, Inserm CIC-BT, Department of Translational Research, Institut Curie, Paris, France
| | - Alexandre Houy
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.) Team, Institut Curie, PSL Research University, Paris, France
| | - Vincent Servois
- Department of Radiology, Institut Curie, PSL Research University, Paris, France
| | - Toulsie Ramtohul
- Department of Radiology, Institut Curie, PSL Research University, Paris, France
| | - Gaelle Pierron
- Somatic Genetic Unit, Department of Genetics, Institut Curie, PSL Research University, Paris, France
| | - Marion Chevrier
- Biometry Unit, Institut Curie, PSL Research University, Paris and Saint-Cloud, France
| | - Benjamin Renouf
- Direction of the Clinical Research, Institut Curie, Paris, France
| | - Olivier Lantz
- INSERM U932, Institut Curie, PSL University, Paris, France
- Clinical Immunology Laboratory, Institut Curie, Paris, France
- Inserm CIC-BT1428, Institut Curie, Paris, France
| | - Sophie Gardrat
- Department of Diagnostic and Theranostic Medicine, Institut Curie, PSL Research University, Paris, France
| | - Anne Vincent-Salomon
- Department of Diagnostic and Theranostic Medicine, Institut Curie, PSL Research University, Paris, France
| | - Sergio Roman-Roman
- Department of Translational Research, Institut Curie, PSL Research University, Paris, France
| | - Manuel Rodrigues
- Department of Medical Oncology, Institut Curie, Paris and Saint-Cloud, France
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.) Team, Institut Curie, PSL Research University, Paris, France
| | | | - Nathalie Cassoux
- Department of Surgical Oncology, Institut Curie, Paris, PSL Research University, Paris, France
| | - Marc-Henri Stern
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.) Team, Institut Curie, PSL Research University, Paris, France
| | - Shufang Renault
- Circulating Tumor Biomarkers Laboratory, Inserm CIC-BT, Department of Translational Research, Institut Curie, Paris, France
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17
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Van Baelen K, Nguyen HL, Hamy-Petit AS, Richard F, Karsten MM, Nader Marta G, Vermeulen P, Toussaint A, Reyal F, Vincent-Salomon A, Dirix L, Dordevic AD, de Azambuja E, Larsimont D, Amato O, Maetens M, De Schepper M, Geukens T, Han SN, Baert T, Punie K, Wildiers H, Smeets A, Nevelsteen I, Floris G, Biganzoli E, Neven P, Desmedt C. Association of body mass index with clinicopathological features and survival in patients with primary invasive lobular breast cancer. Eur J Cancer 2023; 191:112988. [PMID: 37573673 DOI: 10.1016/j.ejca.2023.112988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 06/29/2023] [Accepted: 07/05/2023] [Indexed: 08/15/2023]
Abstract
PURPOSE Invasive lobular carcinoma (ILC) represents up to 15% of all breast carcinomas. While the proportion of women with overweight and obesity increases globally, the impact of body mass index (BMI) at primary diagnosis on clinicopathological features of ILC and the prognosis of the patients has not been investigated yet. PATIENTS AND METHODS We performed a multicentric retrospective study including patients diagnosed with non-metastatic pure ILC. The association of BMI at diagnosis with clinicopathological variables was assessed using linear or multinomial logistic regression. Univariable and multivariable survival analyses were performed to evaluate the association of BMI with disease-free survival (DFS), distant recurrence-free survival (DRFS), and overall survival (OS). RESULTS The data of 2856 patients with ILC and available BMI at diagnosis were collected, of which 2570/2856 (90.0%) had oestrogen receptor (ER)-positive and human epidermal growth factor receptor (HER2) not amplified/overexpressed (ER+/HER2-) ILC. Of these 2570 patients, 80 were underweight (3.1%), 1410 were lean (54.9%), 712 were overweight (27.7%), and 368 were obese (14.3%). Older age at diagnosis, a higher tumour grade, a larger tumour size, a nodal involvement, and multifocality were associated with a higher BMI. In univariable models, higher BMI was associated with worse outcomes for all end-points (DFS: hazard ratio (HR) 1.21, 95CI 1.12-1.31, p value<0.01; DRFS: HR 1.25, 95CI 1.12-1.40, p value<0.01; OS: HR 1.25, 95CI 1.13-1.37, p value<0.01). This association was not statistically significant in multivariable analyses (DFS: HR 1.09, 95CI 0.99-1.20, p value 0.08; DRFS: HR 1.03, 95CI 0.89-1.20, p value 0.67; OS: HR 1.11, 95CI 0.99-1.24, p value 0.08), whereas grade, tumour size, and nodal involvement were still prognostic for all end-points. CONCLUSION Worse prognostic factors such as higher grade, larger tumour size, and nodal involvement are associated with higher BMI in ER+/HER2- ILC, while there was no statistical evidence for an independent prognostic role for BMI. Therefore, we hypothesise that the effect of BMI on survival could be mediated through its association with these clinicopathological variables.
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Affiliation(s)
- Karen Van Baelen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium; Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ha-Linh Nguyen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | | | - François Richard
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Maria Margarete Karsten
- Department of Gynecology and Breast Center, Charité Universitätsmedizin Berlin, Berlin, Germany
| | | | - Peter Vermeulen
- Translational Cancer Research Unit, Center for Oncological Research, Faculty of Medicine and Health Sciences, University of Antwerp & GZA Hospital Sint-Augustinus, Antwerp, Belgium
| | | | - Fabien Reyal
- Department of Surgery, Institut Curie, Paris, France
| | - Anne Vincent-Salomon
- Department of Pathology, Université Paris Sciences Lettres, Institut Curie, Paris, France
| | - Luc Dirix
- Translational Cancer Research Unit, Center for Oncological Research, Faculty of Medicine and Health Sciences, University of Antwerp & GZA Hospital Sint-Augustinus, Antwerp, Belgium
| | - Adam David Dordevic
- Department of Gynecology and Breast Center, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Evandro de Azambuja
- Institut Jules Bordet & l'Université Libre de Bruxelles (U.L.B), Brussels, Belgium
| | - Denis Larsimont
- Institut Jules Bordet & l'Université Libre de Bruxelles (U.L.B), Brussels, Belgium
| | - Ottavia Amato
- Institut Jules Bordet & l'Université Libre de Bruxelles (U.L.B), Brussels, Belgium; Department of Surgery, Oncology and Gastroenterology (DISCOG), University of Padova, Padova, Italy
| | - Marion Maetens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Maxim De Schepper
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium; Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Tatjana Geukens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium; Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Sileny N Han
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Thaïs Baert
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Kevin Punie
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Hans Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ann Smeets
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Giuseppe Floris
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium; Laboratory of Translational Cell & Tissue Research, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Elia Biganzoli
- Unit of Medical Statistics, Biometry and Epidemiology "Giulio A. Maccacaro", Department of Clinical Sciences and Community Health & DSRC, University of Milan, Milan, Italy
| | - Patrick Neven
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium.
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18
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Bossio SN, Abrate C, Tosello Boari J, Rodriguez C, Canale FP, Ramello MC, Brunotto V, Richer W, Rocha D, Sedlik C, Vincent-Salomon A, Borcoman E, Del Castillo A, Gruppi A, Fernandez E, Acosta Rodríguez EV, Piaggio E, Montes CL. CD39 + conventional CD4 + T cells with exhaustion traits and cytotoxic potential infiltrate tumors and expand upon CTLA-4 blockade. Oncoimmunology 2023; 12:2246319. [PMID: 37885970 PMCID: PMC10599196 DOI: 10.1080/2162402x.2023.2246319] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 07/03/2023] [Accepted: 08/05/2023] [Indexed: 10/28/2023] Open
Abstract
Conventional CD4+ T (Tconv) lymphocytes play important roles in tumor immunity; however, their contribution to tumor elimination remains poorly understood. Here, we describe a subset of tumor-infiltrating Tconv cells characterized by the expression of CD39. In several mouse cancer models, we observed that CD39+ Tconv cells accumulated in tumors but were absent in lymphoid organs. Compared to tumor CD39- counterparts, CD39+ Tconv cells exhibited a cytotoxic and exhausted signature at the transcriptomic level, confirmed by high protein expression of inhibitory receptors and transcription factors related to the exhaustion. Additionally, CD39+ Tconv cells showed increased production of IFNγ , granzyme B, perforin and CD107a expression, but reduced production of TNF. Around 55% of OVA-specific Tconv from B16-OVA tumor-bearing mice, expressed CD39. In vivo CTLA-4 blockade induced the expansion of tumor CD39+ Tconv cells, which maintained their cytotoxic and exhausted features. In breast cancer patients, CD39+ Tconv cells were found in tumors and in metastatic lymph nodes but were less frequent in adjacent non-tumoral mammary tissue and not detected in non-metastatic lymph nodes and blood. Human tumor CD39+ Tconv cells constituted a heterogeneous cell population with features of exhaustion, high expression of inhibitory receptors and CD107a. We found that high CD4 and ENTPD1 (CD39) gene expression in human tumor tissues correlated with a higher overall survival rate in breast cancer patients. Our results identify CD39 as a biomarker of Tconv cells, with characteristics of both exhaustion and cytotoxic potential, and indicate CD39+ Tconv cells as players within the immune response against tumors.
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Affiliation(s)
- Sabrina N. Bossio
- Departamento de Bioquímica Clínica, Facultad de Ciencias Químicas, Universidad Nacional de Córdoba, Córdoba, Argentina
- Centro de Investigaciones en Bioquímica Clínica e Inmunología (CIBICI-CONICET), Córdoba, Argentina
| | - Carolina Abrate
- Departamento de Bioquímica Clínica, Facultad de Ciencias Químicas, Universidad Nacional de Córdoba, Córdoba, Argentina
- Centro de Investigaciones en Bioquímica Clínica e Inmunología (CIBICI-CONICET), Córdoba, Argentina
| | - Jimena Tosello Boari
- Institut Curie Research Center, Translational Research Department, INSERM U932, PSL Research University, Paris, France
| | - Constanza Rodriguez
- Departamento de Bioquímica Clínica, Facultad de Ciencias Químicas, Universidad Nacional de Córdoba, Córdoba, Argentina
- Centro de Investigaciones en Bioquímica Clínica e Inmunología (CIBICI-CONICET), Córdoba, Argentina
| | - Fernando P. Canale
- Departamento de Bioquímica Clínica, Facultad de Ciencias Químicas, Universidad Nacional de Córdoba, Córdoba, Argentina
- Centro de Investigaciones en Bioquímica Clínica e Inmunología (CIBICI-CONICET), Córdoba, Argentina
| | - María C. Ramello
- Departamento de Bioquímica Clínica, Facultad de Ciencias Químicas, Universidad Nacional de Córdoba, Córdoba, Argentina
- Centro de Investigaciones en Bioquímica Clínica e Inmunología (CIBICI-CONICET), Córdoba, Argentina
| | - Valentina Brunotto
- Departamento de Bioquímica Clínica, Facultad de Ciencias Químicas, Universidad Nacional de Córdoba, Córdoba, Argentina
- Centro de Investigaciones en Bioquímica Clínica e Inmunología (CIBICI-CONICET), Córdoba, Argentina
| | - Wilfrid Richer
- Institut Curie Research Center, Translational Research Department, INSERM U932, PSL Research University, Paris, France
| | - Dario Rocha
- Centro de Investigación y desarrollo en inmunología y enfermedades infecciosas (CIDIE-CONICET), Argentina
| | - Christine Sedlik
- Institut Curie Research Center, Translational Research Department, INSERM U932, PSL Research University, Paris, France
| | - Anne Vincent-Salomon
- Diagnostic and Theranostic Medicine Division, Institut Curie, PSL Research University, Paris, France
| | - Edith Borcoman
- Department of Medical Oncology, Institut Curie, Paris, France
| | | | - Adriana Gruppi
- Departamento de Bioquímica Clínica, Facultad de Ciencias Químicas, Universidad Nacional de Córdoba, Córdoba, Argentina
- Centro de Investigaciones en Bioquímica Clínica e Inmunología (CIBICI-CONICET), Córdoba, Argentina
| | - Elmer Fernandez
- Centro de Investigación y desarrollo en inmunología y enfermedades infecciosas (CIDIE-CONICET), Argentina
| | - Eva V. Acosta Rodríguez
- Departamento de Bioquímica Clínica, Facultad de Ciencias Químicas, Universidad Nacional de Córdoba, Córdoba, Argentina
- Centro de Investigaciones en Bioquímica Clínica e Inmunología (CIBICI-CONICET), Córdoba, Argentina
| | - Eliane Piaggio
- Institut Curie Research Center, Translational Research Department, INSERM U932, PSL Research University, Paris, France
| | - Carolina L. Montes
- Departamento de Bioquímica Clínica, Facultad de Ciencias Químicas, Universidad Nacional de Córdoba, Córdoba, Argentina
- Centro de Investigaciones en Bioquímica Clínica e Inmunología (CIBICI-CONICET), Córdoba, Argentina
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19
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Adam J, Stang NL, Uguen A, Badoual C, Chenard MP, Lantuéjoul S, Maran-Gonzalez A, Robin YM, Rochaix P, Sabourin JC, Soubeyran I, Sturm N, Svrcek M, Vincent-Salomon A, Radosevic-Robin N, Penault-Llorca F. Multicenter Harmonization Study of Pan-Trk Immunohistochemistry for the Detection of NTRK3 Fusions. Mod Pathol 2023; 36:100192. [PMID: 37084942 DOI: 10.1016/j.modpat.2023.100192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 03/14/2023] [Accepted: 04/12/2023] [Indexed: 04/23/2023]
Abstract
Pan-Trk immunohistochemistry has been described as a screening test for the detection of NTRK fusions in a broad spectrum of tumor types. However, pan-Trk testing in the clinical setting may be limited by many factors, including analytical parameters such as clones, platforms, and protocols used. This study aimed to harmonize pan-Trk testing using various clones and immunohistochemical (IHC) platforms and to evaluate the level of analytical variability across pathology laboratories. We developed several IHC pan-Trk assays using clones EPR17341 (Abcam) and A7H6R (Cell Signaling Technology) on Ventana/Roche, Agilent, and Leica platforms. To compare them, we sent unstained sections of a tissue microarray containing 9 cases with NTRK3 fusions to participating laboratories, to perform staining on Ventana/Roche (10 centers), Agilent (4 centers), and Leica (3 centers) platforms. A ready-to-use pan-Trk IVD assay (Ventana/Roche) was also performed in 3 centers. All slides were centrally and blindly reviewed for the percentage of stained tumor cells. Laboratory-developed tests with clone EPR17341 were able to detect pan-Trk protein expression in all cases, whereas lower rates of positivity were observed with clone A7H6R. Moderate to strong variability of the positive cases rate was observed with both antibodies in each IHC platforms type and each of the positivity cut points evaluated (≥1%, ≥10%, and ≥50% of stained tumor cells). The rate of false-negative cases was lower when pan-Trk staining was assessed with the lowest positivity threshold (≥1%). In conclusion, most evaluated pan-Trk IHC laboratory-developed tests were able to detect NTRK3-fusion proteins; however, a significant analytical variability was observed between antibodies, platforms, and centers.
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Affiliation(s)
- Julien Adam
- Pathology Department, Groupe Hospitalier Paris Saint-Joseph, Paris, and Inserm U1186, Gustave Roussy, Villejuif, France.
| | - Nolwenn Le Stang
- National Reference Center Mesopath, Centre Leon Berard, Lyon, France; Now with General Cancer Registry of Poitou-Charentes, Biology, Pharmacy and Public Health Unit, University Hospital, Poitiers, France
| | - Arnaud Uguen
- LBAI-UMR1227 - Inserm & Department of Pathology, CHU de Brest, Université de Brest, Brest, France
| | | | | | - Sylvie Lantuéjoul
- Université de Grenoble Alpes, Grenoble and Pathology Department, Centre Leon Berard, Lyon, France
| | | | | | | | | | | | | | - Magali Svrcek
- Pathology Department, Hôpital Saint-Antoine, AP-HP, Paris, France
| | | | - Nina Radosevic-Robin
- Pathology Department, Centre Jean Perrin, Clermont-Ferrand, France; University Clermont Auvergne, INSERM U1240, Clermont-Ferrand, France
| | - Frédérique Penault-Llorca
- Pathology Department, Centre Jean Perrin, Clermont-Ferrand, France; University Clermont Auvergne, INSERM U1240, Clermont-Ferrand, France
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Tarantino P, Viale G, Press MF, Hu X, Penault-Llorca F, Bardia A, Batistatou A, Burstein HJ, Carey LA, Cortes J, Denkert C, Diéras V, Jacot W, Koutras AK, Lebeau A, Loibl S, Modi S, Mosele MF, Provenzano E, Pruneri G, Reis-Filho JS, Rojo F, Salgado R, Schmid P, Schnitt SJ, Tolaney SM, Trapani D, Vincent-Salomon A, Wolff AC, Pentheroudakis G, André F, Curigliano G. ESMO expert consensus statements (ECS) on the definition, diagnosis, and management of HER2-low breast cancer. Ann Oncol 2023; 34:645-659. [PMID: 37269905 DOI: 10.1016/j.annonc.2023.05.008] [Citation(s) in RCA: 26] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Revised: 05/20/2023] [Accepted: 05/23/2023] [Indexed: 06/05/2023] Open
Abstract
Human epidermal growth factor receptor 2 (HER2)-low breast cancer has recently emerged as a targetable subset of breast tumors, based on the evidence from clinical trials of novel anti-HER2 antibody-drug conjugates. This evolution has raised several biological and clinical questions, warranting the establishment of consensus to optimally treat patients with HER2-low breast tumors. Between 2022 and 2023, the European Society for Medical Oncology (ESMO) held a virtual consensus-building process focused on HER2-low breast cancer. The consensus included a multidisciplinary panel of 32 leading experts in the management of breast cancer from nine different countries. The aim of the consensus was to develop statements on topics that are not covered in detail in the current ESMO Clinical Practice Guideline. The main topics identified for discussion were (i) biology of HER2-low breast cancer; (ii) pathologic diagnosis of HER2-low breast cancer; (iii) clinical management of HER2-low metastatic breast cancer; and (iv) clinical trial design for HER2-low breast cancer. The expert panel was divided into four working groups to address questions relating to one of the four topics outlined above. A review of the relevant scientific literature was conducted in advance. Consensus statements were developed by the working groups and then presented to the entire panel for further discussion and amendment before voting. This article presents the developed statements, including findings from the expert panel discussions, expert opinion, and a summary of evidence supporting each statement.
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Affiliation(s)
- P Tarantino
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston; Harvard Medical School, Boston, USA; Department of Oncology and Hemato-Oncology, University of Milan, Milan
| | - G Viale
- Department of Pathology and Laboratory Medicine, European Institute of Oncology IRCCS, Milan, Italy
| | - M F Press
- Department of Pathology, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, USA
| | - X Hu
- Department of Medical Oncology, Shanghai Cancer Center, Fudan University, Shanghai, China
| | - F Penault-Llorca
- Centre de Lutte Contre le Cancer Centre Jean PERRIN, Clermont-Ferrand, France
| | - A Bardia
- Harvard Medical School, Boston, USA; Department of Medical Oncology, Massachusetts General Hospital, Boston, USA
| | - A Batistatou
- Department of Pathology, Faculty of Medicine, University of Ioannina, Ioannina, Greece
| | - H J Burstein
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston; Harvard Medical School, Boston, USA
| | - L A Carey
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, USA
| | - J Cortes
- International Breast Cancer Center (IBCC), Pangaea Oncology, Quironsalud Group, Barcelona; Faculty of Biomedical and Health Sciences, Department of Medicine, Universidad Europea de Madrid, Madrid, Spain
| | - C Denkert
- Philipps-University Marburg and University Hospital Marburg (UKGM), Marburg, Germany
| | - V Diéras
- Department of Medical Oncology, Centre Eugène Marquis, Rennes
| | - W Jacot
- Department of Medical Oncology, Institut du Cancer de Montpellier, Montpellier University, INSERM U1194, Montpellier, France
| | - A K Koutras
- Division of Oncology, Department of Medicine, University Hospital of Patras, Greece
| | - A Lebeau
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg
| | - S Loibl
- German Breast Group/GBG Forschungs GmbH, Neu-Isenburg; Goethe University Frankfurt, Frankfurt, Germany
| | - S Modi
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - M F Mosele
- Department of Medical Oncology, Institute Gustave Roussy, Villejuif, France
| | - E Provenzano
- Department of Histopathology, Cambridge University NHS Foundation Trust and NIH Cambridge Biomedical Research Centre, Cambridge, UK
| | - G Pruneri
- Department of Oncology and Hemato-Oncology, University of Milan, Milan; Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy
| | - J S Reis-Filho
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - F Rojo
- Department of Pathology, IIS-Fundacion Jimenez Diaz University Hospital-CIBERONC, Madrid, Spain
| | - R Salgado
- Department of Pathology, ZAS, Antwerp, Belgium; Division of Research, Peter Mac Callum Cancer Centre, Melbourne, Australia
| | - P Schmid
- Barts Cancer Institute, Queen Mary University London, London, UK
| | - S J Schnitt
- Harvard Medical School, Boston, USA; Department of Pathology, Brigham and Women's Hospital and Breast Oncology Program, Dana-Farber Cancer Institute, Boston, USA
| | - S M Tolaney
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston; Harvard Medical School, Boston, USA
| | - D Trapani
- Department of Oncology and Hemato-Oncology, University of Milan, Milan; European Institute of Oncology, IRCCS, Milan, Italy
| | - A Vincent-Salomon
- Department of Pathology, Diagnostic and Theranostic Medicine Division, Institut Curie, PSL University, Paris, France
| | - A C Wolff
- The Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Baltimore, USA
| | | | - F André
- INSERM U981 - Molecular Predictors and New Targets in Oncology, PRISM Center for Precision Medicine, Gustave Roussy, Villejuif, France
| | - G Curigliano
- Department of Oncology and Hemato-Oncology, University of Milan, Milan; European Institute of Oncology, IRCCS, Milan, Italy.
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21
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Page DB, Broeckx G, Jahangir CA, Verbandt S, Gupta RR, Thagaard J, Khiroya R, Kos Z, Abduljabbar K, Acosta Haab G, Acs B, Akturk G, Almeida JS, Alvarado-Cabrero I, Azmoudeh-Ardalan F, Badve S, Baharun NB, Bellolio ER, Bheemaraju V, Blenman KR, Botinelly Mendonça Fujimoto L, Bouchmaa N, Burgues O, Cheang MCU, Ciompi F, Cooper LA, Coosemans A, Corredor G, Dantas Portela FL, Deman F, Demaria S, Dudgeon SN, Elghazawy M, Ely S, Fernandez-Martín C, Fineberg S, Fox SB, Gallagher WM, Giltnane JM, Gnjatic S, Gonzalez-Ericsson PI, Grigoriadis A, Halama N, Hanna MG, Harbhajanka A, Hardas A, Hart SN, Hartman J, Hewitt S, Hida AI, Horlings HM, Husain Z, Hytopoulos E, Irshad S, Janssen EA, Kahila M, Kataoka TR, Kawaguchi K, Kharidehal D, Khramtsov AI, Kiraz U, Kirtani P, Kodach LL, Korski K, Kovács A, Laenkholm AV, Lang-Schwarz C, Larsimont D, Lennerz JK, Lerousseau M, Li X, Ly A, Madabhushi A, Maley SK, Manur Narasimhamurthy V, Marks DK, McDonald ES, Mehrotra R, Michiels S, Minhas FUAA, Mittal S, Moore DA, Mushtaq S, Nighat H, Papathomas T, Penault-Llorca F, Perera RD, Pinard CJ, Pinto-Cardenas JC, Pruneri G, Pusztai L, Rahman A, Rajpoot NM, Rapoport BL, Rau TT, Reis-Filho JS, Ribeiro JM, Rimm D, Vincent-Salomon A, Salto-Tellez M, Saltz J, Sayed S, Siziopikou KP, Sotiriou C, Stenzinger A, Sughayer MA, Sur D, Symmans F, Tanaka S, Taxter T, Tejpar S, Teuwen J, Thompson EA, Tramm T, Tran WT, van der Laak J, van Diest PJ, Verghese GE, Viale G, Vieth M, Wahab N, Walter T, Waumans Y, Wen HY, Yang W, Yuan Y, Adams S, Bartlett JMS, Loibl S, Denkert C, Savas P, Loi S, Salgado R, Specht Stovgaard E. Spatial analyses of immune cell infiltration in cancer: current methods and future directions: A report of the International Immuno-Oncology Biomarker Working Group on Breast Cancer. J Pathol 2023; 260:514-532. [PMID: 37608771 DOI: 10.1002/path.6165] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 06/19/2023] [Indexed: 08/24/2023]
Abstract
Modern histologic imaging platforms coupled with machine learning methods have provided new opportunities to map the spatial distribution of immune cells in the tumor microenvironment. However, there exists no standardized method for describing or analyzing spatial immune cell data, and most reported spatial analyses are rudimentary. In this review, we provide an overview of two approaches for reporting and analyzing spatial data (raster versus vector-based). We then provide a compendium of spatial immune cell metrics that have been reported in the literature, summarizing prognostic associations in the context of a variety of cancers. We conclude by discussing two well-described clinical biomarkers, the breast cancer stromal tumor infiltrating lymphocytes score and the colon cancer Immunoscore, and describe investigative opportunities to improve clinical utility of these spatial biomarkers. © 2023 The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- David B Page
- Earle A Chiles Research Institute, Providence Cancer Institute, Portland, OR, USA
| | - Glenn Broeckx
- Department of Pathology, GZA-ZNA Hospitals, Antwerp, Belgium
- Centre for Oncological Research (CORE), MIPPRO, Faculty of Medicine, Antwerp University, Antwerp, Belgium
| | - Chowdhury Arif Jahangir
- UCD School of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland
| | - Sara Verbandt
- Digestive Oncology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Rajarsi R Gupta
- Department of Biomedical Informatics, Stony Brook University, Stony Brook, NY, USA
| | - Jeppe Thagaard
- Technical University of Denmark, Kongens Lyngby, Denmark
- Visiopharm A/S, Hørsholm, Denmark
| | - Reena Khiroya
- Department of Cellular Pathology, University College Hospital, London, UK
| | - Zuzana Kos
- Department of Pathology and Laboratory Medicine, BC Cancer Vancouver Centre, University of British Columbia, Vancouver, BC, Canada
| | - Khalid Abduljabbar
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | | | - Balazs Acs
- Department of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden
- Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden
| | - Guray Akturk
- Translational Molecular Biomarkers, Merck & Co Inc, Kenilworth, NJ, USA
| | - Jonas S Almeida
- National Cancer Institute, Division of Cancer Epidemiology and Genetics (DCEG), Rockville, MD, USA
| | | | | | - Sunil Badve
- Pathology and Laboratory Medicine, Emory University School of Medicine, Emory University Winship Cancer Institute, Atlanta, GA, USA
| | | | - Enrique R Bellolio
- Departamento de Anatomía Patológica, Facultad de Medicina, Universidad de La Frontera, Temuco, Chile
| | | | - Kim Rm Blenman
- Internal Medicine Section of Medical Oncology and Yale Cancer Center, Yale School of Medicine, New Haven, CT, USA
- Computer Science, Yale School of Engineering and Applied Science, New Haven, CT, USA
| | | | - Najat Bouchmaa
- Institute of Biological Sciences, Faculty of Medical Sciences, Mohammed VI Polytechnic University (UM6P), Ben-Guerir, Morocco
| | - Octavio Burgues
- Pathology Department, Hospital Cliníco Universitario de Valencia/Incliva, Valencia, Spain
| | - Maggie Chon U Cheang
- Head of Integrative Genomics Analysis in Clinical Trials, ICR-CTSU, Division of Clinical Studies, Institute of Cancer Research, London, UK
| | - Francesco Ciompi
- Radboud University Medical Center, Department of Pathology, Nijmegen, The Netherlands
| | - Lee Ad Cooper
- Department of Pathology, Northwestern Feinberg School of Medicine, Chicago, IL, USA
| | - An Coosemans
- Department of Oncology, Laboratory of Tumor Immunology and Immunotherapy, KU Leuven, Leuven, Belgium
| | - Germán Corredor
- Biomedical Engineering Department, Emory University, Atlanta, GA, USA
| | | | - Frederik Deman
- Department of Pathology, GZA-ZNA Hospitals, Antwerp, Belgium
| | - Sandra Demaria
- Department of Radiation Oncology, Weill Cornell Medical College, New York, NY, USA
- Department of Pathology, Weill Cornell Medicine, New York, NY, USA
| | - Sarah N Dudgeon
- Conputational Biology and Bioinformatics, Yale University, New Haven, CT, USA
| | - Mahmoud Elghazawy
- University of Surrey, Guildford, UK
- Ain Shams University, Cairo, Egypt
| | - Scott Ely
- Translational Pathology, Translational Sciences and Diagnostics/Translational Medicine/R&D, Bristol Myers Squibb, Princeton, NJ, USA
| | - Claudio Fernandez-Martín
- Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano, HUMAN-tech, Universitat Politècnica de València, Valencia, Spain
| | - Susan Fineberg
- Montefiore Medical Center and the Albert Einstein College of Medicine, New York, NY, USA
| | - Stephen B Fox
- Department of Pathology, Peter MacCallum Cancer Centre and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - William M Gallagher
- UCD School of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland
| | | | - Sacha Gnjatic
- Department of Oncological Sciences, Medicine Hem/Onc, and Pathology, Tisch Cancer Institute - Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Anita Grigoriadis
- Cancer Bioinformatics, School of Cancer & Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Breast Cancer Now Research Unit, School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Niels Halama
- Translational Immunotherapy, German Cancer Research Center, Heidelberg, Germany
| | | | | | - Alexandros Hardas
- Pathobiology & Population Sciences, The Royal Veterinary College, London, UK
| | - Steven N Hart
- Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Johan Hartman
- Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Stephen Hewitt
- Department of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Akira I Hida
- Department of Pathology, Matsuyama Shimin Hospital, Matsuyama, Japan
| | - Hugo M Horlings
- Division of Pathology, Netherlands Cancer Institute (NKI), Amsterdam, The Netherlands
| | | | | | - Sheeba Irshad
- King's College London & Guy's & St Thomas' NHS Trust, London, UK
| | - Emiel Am Janssen
- Department of Pathology, Stavanger University Hospital, Stavanger, Norway
- Department of Chemistry, Bioscience and Environmental Technology, University of Stavanger, Stavanger, Norway
| | - Mohamed Kahila
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | | | - Kosuke Kawaguchi
- Department of Breast Surgery, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Durga Kharidehal
- Department of Pathology, Narayana Medical College, Nellore, India
| | - Andrey I Khramtsov
- Pathology and Laboratory Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Umay Kiraz
- Department of Pathology, Stavanger University Hospital, Stavanger, Norway
- Department of Chemistry, Bioscience and Environmental Technology, University of Stavanger, Stavanger, Norway
| | - Pawan Kirtani
- Department of Histopathology, Aakash Healthcare Super Speciality Hospital, New Delhi, India
| | - Liudmila L Kodach
- Department of Pathology, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Konstanty Korski
- Data, Analytics and Imaging, Product Development, F.Hoffmann-La Roche AG, Basel, Switzerland
| | - Anikó Kovács
- Department of Clinical Pathology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Anne-Vibeke Laenkholm
- Surgical Pathology, Zealand University Hospital, Roskilde, Denmark
- Surgical Pathology, University of Copenhagen, Copenhagen, Denmark
| | - Corinna Lang-Schwarz
- Institute of Pathology, Klinikum Bayreuth GmbH, Friedrich-Alexander-University Erlangen-Nuremberg, Bayreuth, Germany
| | - Denis Larsimont
- Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Jochen K Lennerz
- Center for Integrated Diagnostics, Massachusetts General Hospital/Harvard Medical School, Boston, MA, USA
| | - Marvin Lerousseau
- Centre for Computational Biology (CBIO), Mines Paris, PSL University, Paris, France
- Institut Curie, PSL University, Paris, France
- INSERM, U900, Paris, France
| | - Xiaoxian Li
- Pathology and Laboratory Medicine, Emory University, Atlanta, GA, USA
| | - Amy Ly
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Anant Madabhushi
- Biomedical Engineering, Radiology and Imaging Sciences, Biomedical Informatics, Pathology, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Sai K Maley
- NRG Oncology/NSABP Foundation, Pittsburgh, PA, USA
| | | | - Douglas K Marks
- Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Elizabeth S McDonald
- Breast Cancer Translational Research Group, University of Pennsylvania, Philadelphia, PA, USA
| | - Ravi Mehrotra
- Indian Cancer Genome Atlas, Pune, India
- Centre for Health, Innovation and Policy Foundation, Noida, India
| | - Stefan Michiels
- Office of Biostatistics and Epidemiology, Gustave Roussy, Oncostat U1018, Inserm, University Paris-Saclay, Ligue Contre le Cancer labeled Team, Villejuif, France
| | - Fayyaz Ul Amir Afsar Minhas
- Tissue Image Analytics Centre, Warwick Cancer Research Centre, PathLAKE Consortium, Department of Computer Science, University of Warwick, Coventry, UK
| | - Shachi Mittal
- Department of Chemical Engineering, Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
| | - David A Moore
- CRUK Lung Cancer Centre of Excellence, UCLH, London, UK
| | - Shamim Mushtaq
- Department of Biochemistry, Ziauddin University, Karachi, Pakistan
| | - Hussain Nighat
- Pathology and Laboratory Medicine, All India Institute of Medical Sciences, Raipur, India
| | - Thomas Papathomas
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK
- Department of Clinical Pathology, Drammen Sykehus, Vestre Viken HF, Drammen, Norway
| | - Frederique Penault-Llorca
- Centre Jean Perrin, INSERM U1240, Imagerie Moléculaire et Stratégies Théranostiques, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Rashindrie D Perera
- School of Electrical, Mechanical and Infrastructure Engineering, University of Melbourne, Melbourne, VIC, Australia
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Christopher J Pinard
- Radiogenomics Laboratory, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Department of Clinical Studies, Ontario Veterinary College, University of Guelph, Guelph, ON, Canada
- Department of Oncology, Lakeshore Animal Health Partners, Mississauga, ON, Canada
- Centre for Advancing Responsible and Ethical Artificial Intelligence (CARE-AI), University of Guelph, Guelph, ON, Canada
| | | | - Giancarlo Pruneri
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
- Faculty of Medicine and Surgery, University of Milan, Milan, Italy
| | - Lajos Pusztai
- Yale Cancer Center, New Haven, CT, USA
- Department of Medical Oncology, Yale School of Medicine, New Haven, CT, USA
| | - Arman Rahman
- UCD School of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland
| | | | - Bernardo Leon Rapoport
- The Medical Oncology Centre of Rosebank, Johannesburg, South Africa
- Department of Immunology, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| | - Tilman T Rau
- Institute of Pathology, University Hospital Düsseldorf and Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
| | - Jorge S Reis-Filho
- Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joana M Ribeiro
- Département de Médecine Oncologique, Institute Gustave Roussy, Villejuif, France
| | - David Rimm
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
- Department of Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Anne Vincent-Salomon
- Department of Diagnostic and Theranostic Medicine, Institut Curie, University Paris-Sciences et Lettres, Paris, France
| | - Manuel Salto-Tellez
- Integrated Pathology Unit, Institute of Cancer Research, London, UK
- Precision Medicine Centre, Queen's University Belfast, Belfast, UK
| | - Joel Saltz
- Department of Biomedical Informatics, Stony Brook Medicine, New York, NY, USA
| | - Shahin Sayed
- Department of Pathology, Aga Khan University, Nairobi, Kenya
| | - Kalliopi P Siziopikou
- Department of Pathology, Section of Breast Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Christos Sotiriou
- Breast Cancer Translational Research Laboratory J.-C. Heuson, Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (ULB), Brussels, Belgium
- Medical Oncology Department, Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles, Brussels, Belgium
| | - Albrecht Stenzinger
- Institute of Pathology, University Hospital Heidelberg, Centers for Personalized Medicine (ZPM), Heidelberg, Germany
| | | | - Daniel Sur
- Department of Medical Oncology, University of Medicine and Pharmacy "Iuliu Hatieganu", Cluj-Napoca, Romania
| | - Fraser Symmans
- University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | | | - Sabine Tejpar
- Digestive Oncology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Jonas Teuwen
- AI for Oncology Lab, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | - Trine Tramm
- Pathology, and Institute of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - William T Tran
- Department of Radiation Oncology, University of Toronto and Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Jeroen van der Laak
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Paul J van Diest
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
- Johns Hopkins Oncology Center, Baltimore, MD, USA
| | - Gregory E Verghese
- Cancer Bioinformatics, School of Cancer & Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Breast Cancer Now Research Unit, School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Giuseppe Viale
- Department of Pathology, European Institute of Oncology & University of Milan, Milan, Italy
| | - Michael Vieth
- Institute of Pathology, Klinikum Bayreuth GmbH, Friedrich-Alexander-University Erlangen-Nuremberg, Bayreuth, Germany
| | - Noorul Wahab
- Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK
| | - Thomas Walter
- Centre for Computational Biology (CBIO), Mines Paris, PSL University, Paris, France
- Institut Curie, PSL University, Paris, France
- INSERM, U900, Paris, France
| | | | - Hannah Y Wen
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Wentao Yang
- Fudan Medical University Shanghai Cancer Center, Shanghai, PR China
| | - Yinyin Yuan
- Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sylvia Adams
- Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
- Department of Medicine, NYU Grossman School of Medicine, Manhattan, NY, USA
| | | | - Sibylle Loibl
- Department of Medicine and Research, German Breast Group, Neu-Isenburg, Germany
| | - Carsten Denkert
- Institut für Pathologie, Philipps-Universität Marburg und Universitätsklinikum Marburg, Marburg, Germany
| | - Peter Savas
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Medical Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Sherene Loi
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Roberto Salgado
- Department of Pathology, GZA-ZNA Hospitals, Antwerp, Belgium
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Elisabeth Specht Stovgaard
- Department of Pathology, Herlev and Gentofte Hospital, Herlev, Denmark
- Faculty of Health and Medical Sciences, Copenhagen University, Copenhagen, Denmark
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22
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Nguyen HL, Geukens T, Maetens M, Aparicio S, Bassez A, Borg A, Brock J, Broeks A, Caldas C, Cardoso F, De Schepper M, Delorenzi M, Drukker CA, Glas AM, Green AR, Isnaldi E, Eyfjörð J, Khout H, Knappskog S, Krishnamurthy S, Lakhani SR, Langerod A, Martens JWM, McCart Reed AE, Murphy L, Naulaerts S, Nik-Zainal S, Nevelsteen I, Neven P, Piccart M, Poncet C, Punie K, Purdie C, Rakha EA, Richardson A, Rutgers E, Vincent-Salomon A, Simpson PT, Schmidt MK, Sotiriou C, Span PN, Tan KTB, Thompson A, Tommasi S, Van Baelen K, Van de Vijver M, Van Laere S, Van't Veer L, Viale G, Viari A, Vos H, Witteveen AT, Wildiers H, Floris G, Garg AD, Smeets A, Lambrechts D, Biganzoli E, Richard F, Desmedt C. Obesity-associated changes in molecular biology of primary breast cancer. Nat Commun 2023; 14:4418. [PMID: 37479706 PMCID: PMC10361985 DOI: 10.1038/s41467-023-39996-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 07/06/2023] [Indexed: 07/23/2023] Open
Abstract
Obesity is associated with an increased risk of developing breast cancer (BC) and worse prognosis in BC patients, yet its impact on BC biology remains understudied in humans. This study investigates how the biology of untreated primary BC differs according to patients' body mass index (BMI) using data from >2,000 patients. We identify several genomic alterations that are differentially prevalent in overweight or obese patients compared to lean patients. We report evidence supporting an ageing accelerating effect of obesity at the genetic level. We show that BMI-associated differences in bulk transcriptomic profile are subtle, while single cell profiling allows detection of more pronounced changes in different cell compartments. These analyses further reveal an elevated and unresolved inflammation of the BC tumor microenvironment associated with obesity, with distinct characteristics contingent on the estrogen receptor status. Collectively, our analyses imply that obesity is associated with an inflammaging-like phenotype. We conclude that patient adiposity may play a significant role in the heterogeneity of BC and should be considered for BC treatment tailoring.
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Affiliation(s)
- Ha-Linh Nguyen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Tatjana Geukens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Marion Maetens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Samuel Aparicio
- Department of Molecular Oncology, BC Cancer Research Centre, Vancouver, BC, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Ayse Bassez
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
- VIB Center for Cancer Biology, Leuven, Belgium
| | - Ake Borg
- Department of Clinical Sciences, Division of Oncology and Pathology, Lund University, Lund, Sweden
- Lund University Cancer Center Lund, Lund, Sweden
- CREATE Health Strategic Centre for Translational Cancer Research, Lund University, Lund, Sweden
- Department of Clinical Sciences, SCIBLU Genomics, Lund University, Lund, Sweden
| | - Jane Brock
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | - Annegien Broeks
- Departments of Core Facility, Molecular Pathology and Biobanking, Antoni van Leeuwenhoek, the Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute and Department of Oncology, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Fatima Cardoso
- Breast Unit, Champalimaud Clinical Center/Champalimaud Foundation, Lisbon, Portugal
| | - Maxim De Schepper
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Mauro Delorenzi
- Department of Oncology, University of Lausanne, Epalinges, Switzerland
- SIB Swiss Institute of Bioinformatics, Bioinformatics Core Facility, Lausanne, Switzerland
| | - Caroline A Drukker
- Department of Surgical Oncology, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | | | - Andrew R Green
- Nottingham Breast Cancer Research Centre, School of Medicine, University of Nottingham, Nottingham, UK
| | - Edoardo Isnaldi
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Jórunn Eyfjörð
- BioMedical Center, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavík, Iceland
| | - Hazem Khout
- Department of Breast Surgery, Glenfield Hospital, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Stian Knappskog
- Department of Clinical Science, Faculty of Medicine, University of Bergen, Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - Savitri Krishnamurthy
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sunil R Lakhani
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Herston, QLD, Australia
- Pathology Queensland, The Royal Brisbane and Women's Hospital, Herston, QLD, Australia
| | - Anita Langerod
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Ullernchausseen, Oslo, Norway
| | - John W M Martens
- Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Amy E McCart Reed
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Herston, QLD, Australia
| | - Leigh Murphy
- University of Manitoba and Cancer Care Manitoba Research Institute, Winnipeg, MB, Canada
| | - Stefan Naulaerts
- Laboratory of Cell Stress & Immunity, Department of Cellular & Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Serena Nik-Zainal
- Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge, UK
- MRC Cancer Unit, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Ines Nevelsteen
- Department of Surgical Oncology, University Hospitals Leuven, KU Leuven, Leuven, Belgium
| | - Patrick Neven
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Martine Piccart
- Institut Jules Bordet and Université Libre de Bruxelles, Brussels, Belgium
| | - Coralie Poncet
- European Organisation for Research and Treatment of Cancer (EORTC) Headquarters, Brussels, Belgium
| | - Kevin Punie
- Department of General Medical Oncology and Multidisciplinary Breast Unit, Leuven Cancer Institute and University Hospitals Leuven, Leuven, Belgium
| | - Colin Purdie
- Department of Pathology, University of Dundee, NHS Tayside, Dundee, UK
| | - Emad A Rakha
- Division of Cancer and Stem Cells, School of Medicine, University of Nottingham, Nottingham, UK
- Department of Histopathology, Nottingham University Hospital NHS Trust, City Hospital Campus, Nottingham, UK
| | | | - Emiel Rutgers
- Department of Surgical Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Anne Vincent-Salomon
- Diagnostic and Theranostic Medicine Division, Institut Curie, PSL Research University, Paris, France
| | - Peter T Simpson
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Herston, QLD, Australia
| | - Marjanka K Schmidt
- Division of Molecular Pathology, Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Christos Sotiriou
- Institut Jules Bordet, Universite Libre de Bruxelles, Brussels, Belgium
| | - Paul N Span
- Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Kiat Tee Benita Tan
- Department of General Surgery, Sengkang General Hospital, Singapore, Singapore
- Department of Breast Surgery, Singapore General Hospital, Singapore, Singapore
- Department of Breast Surgery, National Cancer Centre, Singapore, Singapore
| | - Alastair Thompson
- Department of Surgery, Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Stefania Tommasi
- Molecular Diagnostics and Pharmacogenetics Unit, IRCCS Istituto Tumouri "Giovanni Paolo II", Bari, Italy
| | - Karen Van Baelen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Marc Van de Vijver
- Department of Pathology, Amsterdam University Medical Centers, Cancer Center Amsterdam, University of Amsterdam, Amsterdam, the Netherlands
| | - Steven Van Laere
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, Antwerp, Belgium
| | - Laura Van't Veer
- Department of Laboratory Medicine, UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA
| | - Giuseppe Viale
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Alain Viari
- Synergie Lyon Cancer, Plateforme de Bio-informatique 'Gilles Thomas', Lyon, France
| | - Hanne Vos
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | | | - Hans Wildiers
- Department of General Medical Oncology and Multidisciplinary Breast Unit, Leuven Cancer Institute and University Hospitals Leuven, Leuven, Belgium
| | - Giuseppe Floris
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Abhishek D Garg
- Laboratory of Cell Stress & Immunity, Department of Cellular & Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Ann Smeets
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Diether Lambrechts
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
- VIB Center for Cancer Biology, Leuven, Belgium
| | - Elia Biganzoli
- Unit of Medical Statistics, Biometry and Epidemiology, Department of Biomedical and Clinical Sciences (DIBIC) "L. Sacco" & DSRC, LITA Vialba campus, Università degli Studi di Milano, Milan, Italy
| | - François Richard
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium.
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23
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El-Botty R, Morriset L, Montaudon E, Tariq Z, Schnitzler A, Bacci M, Lorito N, Sourd L, Huguet L, Dahmani A, Painsec P, Derrien H, Vacher S, Masliah-Planchon J, Raynal V, Baulande S, Larcher T, Vincent-Salomon A, Dutertre G, Cottu P, Gentric G, Mechta-Grigoriou F, Hutton S, Driouch K, Bièche I, Morandi A, Marangoni E. Oxidative phosphorylation is a metabolic vulnerability of endocrine therapy and palbociclib resistant metastatic breast cancers. Nat Commun 2023; 14:4221. [PMID: 37452026 PMCID: PMC10349040 DOI: 10.1038/s41467-023-40022-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 07/06/2023] [Indexed: 07/18/2023] Open
Abstract
Resistance to endocrine treatments and CDK4/6 inhibitors is considered a near-inevitability in most patients with estrogen receptor positive breast cancers (ER + BC). By genomic and metabolomics analyses of patients' tumours, metastasis-derived patient-derived xenografts (PDX) and isogenic cell lines we demonstrate that a fraction of metastatic ER + BC is highly reliant on oxidative phosphorylation (OXPHOS). Treatment by the OXPHOS inhibitor IACS-010759 strongly inhibits tumour growth in multiple endocrine and palbociclib resistant PDX. Mutations in the PIK3CA/AKT1 genes are significantly associated with response to IACS-010759. At the metabolic level, in vivo response to IACS-010759 is associated with decreased levels of metabolites of the glutathione, glycogen and pentose phosphate pathways in treated tumours. In vitro, endocrine and palbociclib resistant cells show increased OXPHOS dependency and increased ROS levels upon IACS-010759 treatment. Finally, in ER + BC patients, high expression of OXPHOS associated genes predict poor prognosis. In conclusion, these results identify OXPHOS as a promising target for treatment resistant ER + BC patients.
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Affiliation(s)
- Rania El-Botty
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Ludivine Morriset
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Elodie Montaudon
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Zakia Tariq
- Department of Genetics, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Anne Schnitzler
- Department of Genetics, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Marina Bacci
- Dept. of Experimental and Clinical Biomedical Sciences, Viale Morgagni, 50 - 50134, Florence, Italy
| | - Nicla Lorito
- Dept. of Experimental and Clinical Biomedical Sciences, Viale Morgagni, 50 - 50134, Florence, Italy
| | - Laura Sourd
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Léa Huguet
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Ahmed Dahmani
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Pierre Painsec
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Heloise Derrien
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Sophie Vacher
- Department of Genetics, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | | | - Virginie Raynal
- ICGex - NGS platform, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Sylvain Baulande
- ICGex - NGS platform, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Thibaut Larcher
- INRA, APEX-PAnTher, Oniris, 44322, Rue de la Géraudière, Nantes, France
| | - Anne Vincent-Salomon
- Department of Pathology, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Guillaume Dutertre
- Department of Surgery, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Paul Cottu
- Department of Medical Oncology, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Géraldine Gentric
- "Stress and Cancer" Laboratory, Institut Curie - Inserm U830, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Fatima Mechta-Grigoriou
- "Stress and Cancer" Laboratory, Institut Curie - Inserm U830, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Scott Hutton
- Metabolon Inc., 617 Davis Drive, Suite 100, Morrisville, NC, 27560, USA
| | - Keltouma Driouch
- Department of Genetics, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
| | - Ivan Bièche
- Department of Genetics, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France
- Paris City University, Inserm U1016, Faculty of Pharmaceutical and Biological Sciences, 75005, Paris, France
| | - Andrea Morandi
- Dept. of Experimental and Clinical Biomedical Sciences, Viale Morgagni, 50 - 50134, Florence, Italy
| | - Elisabetta Marangoni
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, PSL University, 26 rue d'Ulm, 75005, Paris, France.
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24
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Seban RD, Champion L, Bellesoeur A, Vincent-Salomon A, Bidard FC. Clinical Potential of HER2 PET as a Predictive Biomarker to Guide the Use of Trastuzumab Deruxtecan in Breast Cancer Patients. J Nucl Med 2023; 64:1164-1165. [PMID: 37230529 DOI: 10.2967/jnumed.123.265434] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 03/14/2023] [Accepted: 03/14/2023] [Indexed: 05/27/2023] Open
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25
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Rodrigues M, Vanoni G, Loap P, Dubot C, Timperi E, Minsat M, Bazire L, Durdux C, Fourchotte V, Laas E, Pouget N, Castel-Ajgal Z, Marret G, Lesage L, Meseure D, Vincent-Salomon A, Lecompte L, Servant N, Vacher S, Bieche I, Malhaire C, Huchet V, Champion L, Kamal M, Amigorena S, Lantz O, Chevrier M, Romano E. Nivolumab plus chemoradiotherapy in locally-advanced cervical cancer: the NICOL phase 1 trial. Nat Commun 2023; 14:3698. [PMID: 37349318 PMCID: PMC10287640 DOI: 10.1038/s41467-023-39383-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 06/12/2023] [Indexed: 06/24/2023] Open
Abstract
Concurrent chemoradiotherapy (CRT) with blockade of the PD-1 pathway may enhance immune-mediated tumor control through increased phagocytosis, cell death, and antigen presentation. The NiCOL phase 1 trial (NCT03298893) is designed to determine the safety/tolerance profile and the recommended phase-II dose of nivolumab with and following concurrent CRT in 16 women with locally advanced cervical cancer. Secondary endpoints include objective response rate (ORR), progression free survival (PFS), disease free survival, and immune correlates of response. Three patients experience grade 3 dose-limiting toxicities. The pre-specified endpoints are met, and overall response rate is 93.8% [95%CI: 69.8-99.8%] with a 2-year PFS of 75% [95% CI: 56.5-99.5%]. Compared to patients with progressive disease (PD), progression-free (PF) subjects show a brisker stromal immune infiltrate, higher proximity of tumor-infiltrating CD3+ T cells to PD-L1+ tumor cells and of FOXP3+ T cells to proliferating CD11c+ myeloid cells. PF show higher baseline levels of PD-1 and ICOS-L on tumor-infiltrating EMRA CD4+ T cells and tumor-associated macrophages, respectively; PD instead, display enhanced PD-L1 expression on TAMs, higher peripheral frequencies of proliferating Tregs at baseline and higher PD-1 levels at week 6 post-treatment initiation on CD4 and CD8 T cell subsets. Concomitant nivolumab plus definitive CRT is safe and associated with encouraging PFS rates. Further validation in the subset of locally advanced cervical cancer displaying pre-existing, adaptive immune activation is warranted.
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Affiliation(s)
- Manuel Rodrigues
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France
| | - Giulia Vanoni
- Center for Cancer Immunotherapy, INSERM U932, PSL Research University, Institut Curie, Paris, France
| | - Pierre Loap
- Department of Radiation Oncology, Institut Curie, Paris & Saint Cloud, France
| | - Coraline Dubot
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France
| | - Eleonora Timperi
- Center for Cancer Immunotherapy, INSERM U932, PSL Research University, Institut Curie, Paris, France
| | - Mathieu Minsat
- Department of Radiation Oncology, Institut Curie, Paris & Saint Cloud, France
| | - Louis Bazire
- Department of Radiation Oncology, Institut Curie, Paris & Saint Cloud, France
| | - Catherine Durdux
- Hôpital Européen Georges Pompidou, Department of Radiation Oncology, Paris, France
| | | | - Enora Laas
- Service of Breast and Gynecologic Surgery, Institut Curie, Paris, France
| | - Nicolas Pouget
- Service of Breast and Gynecologic Surgery, Institut Curie, Paris, France
| | - Zahra Castel-Ajgal
- Department of Drug Development and Innovation, Institut Curie, Paris, France
| | - Gregoire Marret
- Department of Drug Development and Innovation, Institut Curie, Paris, France
| | - Laetitia Lesage
- Department of Pathology Institut Curie, Paris, France
- Centre d'Investigation Clinique Biothérapie, Institut Curie, Paris, France
| | - Didier Meseure
- Department of Pathology Institut Curie, Paris, France
- Centre d'Investigation Clinique Biothérapie, Institut Curie, Paris, France
| | - Anne Vincent-Salomon
- Department of Pathology Institut Curie, Paris, France
- Centre d'Investigation Clinique Biothérapie, Institut Curie, Paris, France
| | - Lolita Lecompte
- Institut Curie Bioinformatics Platform, INSERM U900, Mines ParisTech, Paris, 75005, France
| | - Nicolas Servant
- Institut Curie Bioinformatics Platform, INSERM U900, Mines ParisTech, Paris, 75005, France
| | - Sophie Vacher
- Pharmacogenomics Unit, Service of Genetics, Institut Curie, Paris, France
| | - Ivan Bieche
- Pharmacogenomics Unit, Service of Genetics, Institut Curie, Paris, France
| | | | - Virginie Huchet
- Department of Nuclear Medicine, Institut Curie, Paris, 75005, France
| | - Laurence Champion
- Department of Nuclear Medicine, Institut Curie, Paris, 75005, France
| | - Maud Kamal
- Department of Drug Development and Innovation, Institut Curie, Paris, France
| | - Sebastian Amigorena
- Center for Cancer Immunotherapy, INSERM U932, PSL Research University, Institut Curie, Paris, France
| | - Olivier Lantz
- Center for Cancer Immunotherapy, INSERM U932, PSL Research University, Institut Curie, Paris, France
| | - Marion Chevrier
- Service of Biostatistics, Institut Curie, Paris, 75005, France
| | - Emanuela Romano
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France.
- Center for Cancer Immunotherapy, INSERM U932, PSL Research University, Institut Curie, Paris, France.
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26
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Vibert R, Le Gall J, Buecher B, Mouret-Fourme E, Bataillon G, Becette V, Trabelsi-Grati O, Moncoutier V, Dehainault C, Carriere J, Schwartz M, Suybeng V, Bieche I, Colas C, Vincent-Salomon A, Stoppa-Lyonnet D, Golmard L. APC germline pathogenic variants and epithelial ovarian cancer: causal or coincidental findings? J Med Genet 2023; 60:460-463. [PMID: 36270768 DOI: 10.1136/jmg-2022-108467] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 10/08/2022] [Indexed: 04/22/2023]
Abstract
APC germline pathogenic variants result in predisposition to familial adenomatous polyposis and extraintestinal tumours such as desmoid fibromatosis, medulloblastomas and thyroid cancers. They have also been recently involved in ovarian microcystic stromal tumours. APC inactivation has been described at the tumour level in epithelial ovarian cancers (EOCs). Here, we report the identification of APC germline pathogenic variants in two patients diagnosed with premenopausal EOC in early 30s, with no other pathogenic variant detected in the known ovarian cancer predisposing genes. Subsequent tumour analysis showed neither a second hit of APC inactivation nor β-catenin activation. Both tumours did not have a homologous recombination (HR) deficiency, pointing towards the implication of other genes than those involved in HR. APC may contribute to the carcinogenesis of EOC in a multifactorial context. Further studies are required to clarify the role of APC in predisposition to EOC.
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Affiliation(s)
- Roseline Vibert
- Department of Genetics, Institut Curie, Paris, France
- PSL Research University, Paris, France
| | - Jessica Le Gall
- Department of Genetics, Institut Curie, Paris, France
- Université de Paris, Paris, Île-de-France, France
| | - Bruno Buecher
- Department of Genetics, Institut Curie, Paris, France
- PSL Research University, Paris, France
| | | | - Guillaume Bataillon
- PSL Research University, Paris, France
- Department of Pathology, Institut Curie, Paris, France
| | - Véronique Becette
- PSL Research University, Paris, France
- Department of Pathology, Institut Curie, Paris, France
| | - Olfa Trabelsi-Grati
- Department of Genetics, Institut Curie, Paris, France
- PSL Research University, Paris, France
| | - Virginie Moncoutier
- Department of Genetics, Institut Curie, Paris, France
- PSL Research University, Paris, France
| | - Catherine Dehainault
- Department of Genetics, Institut Curie, Paris, France
- PSL Research University, Paris, France
| | - Jennifer Carriere
- Department of Genetics, Institut Curie, Paris, France
- PSL Research University, Paris, France
| | - Mathias Schwartz
- Department of Genetics, Institut Curie, Paris, France
- PSL Research University, Paris, France
| | - Voreak Suybeng
- Department of Genetics, Institut Curie, Paris, France
- PSL Research University, Paris, France
| | - Ivan Bieche
- Department of Genetics, Institut Curie, Paris, France
- Université de Paris, Paris, Île-de-France, France
| | - Chrystelle Colas
- Department of Genetics, Institut Curie, Paris, France
- PSL Research University, Paris, France
| | - Anne Vincent-Salomon
- PSL Research University, Paris, France
- Department of Pathology, Institut Curie, Paris, France
| | - Dominique Stoppa-Lyonnet
- Department of Genetics, Institut Curie, Paris, France
- Université de Paris, Paris, Île-de-France, France
- INSERM U830, Institut Curie, Paris, France
| | - Lisa Golmard
- Department of Genetics, Institut Curie, Paris, France
- PSL Research University, Paris, France
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Jacquin N, Kamal M, Bieche I, Dupain C, Guillou I, Larbi-Chérif L, Rouleau E, Planchon JM, Soubeyran I, de la Fouchardière C, Tlemsani C, Blons H, Escande F, Vidaud M, Wong J, Saintigny P, Boyault S, Buisson A, Allory Y, Vincent-Salomon A, Cockenpot V, Selves J, Tourneau CL, Watson S. Abstract 4534: National Multidisciplinary Tumor Board improves diagnostic stratification and therapeutic management in Cancers of Unknown Primary: the French Experience. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-4534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Introduction: With the increasing complexity of current diagnostic investigations, the integration of clinical, pathological and molecular characteristics is crucial for the management of patients (pts) with cancers of unknown primary (CUP). A national multidisciplinary tumor board (NatCUPMTB) was created 2 years ago in France to discuss the diagnostic and therapeutic management of CUP pts. The objective of this study was to evaluate its diagnostic, prognostic and therapeutic impact after 2 years of activity. Methods: This was a multicenter retrospective study with prospective follow-up. All pts discussed at least once in the NatCUPMTB between June 2020 and August 2022 were included. Pts and tumors characteristics, pathological and molecular analyses including WGS, WES and RNAseq performed on SEQOIA and AURAGEN national large-scale sequencing platforms, multidisciplinary tumor board (MTB) conclusions, and follow-up after MTB were collected. Results: 76 pts for whom a long-term follow-up was available were included. The median age at diagnosis was 57 yo, 54% were female, and the median number of metastatic sites at diagnosis was 2. The median time between diagnosis and first MTB presentation was 3.8 months (0.2-55). MTB investigations enabled to identify a likely primary origin in 44/76 (58%) pts, and the MTB recommended a personalized therapeutic strategy in 50/76 patients (66%). MTB recommendations were based on the combination of clinical, pathological and molecular investigations in 55% of pts. After a median follow-up of 6.2 months, the median overall survival (OS) was 17.7 months from diagnosis and 11.0 months from the 1st MTB presentation. Pts for which the MTB had a diagnostic impact, and having received a treatment following MTB recommendation (based on putative origin or targetable alteration) had increased OS compared to pts with no diagnostic orientation (median OS 18.4 months vs 5.6 months, p=0.003) or having received other treatments (median OS 18.4 vs 4.4 months, p=0.0001). Conclusion: NatCUPMTB provides significant diagnostic and therapeutic benefit in pts with CUP. Early presentation of pts at NatCUPMTB as soon as CUP diagnosis is suspected should be recommended.
Citation Format: Nicolas Jacquin, Maud Kamal, Ivan Bieche, Célia Dupain, Isabelle Guillou, Linda Larbi-Chérif, Etienne Rouleau, Julien Masliah Planchon, Isabelle Soubeyran, Christelle de la Fouchardière, Camille Tlemsani, Hélène Blons, Fabienne Escande, Michel Vidaud, Jennifer Wong, Pierre Saintigny, Sandrine Boyault, Adrien Buisson, Yves Allory, Anne Vincent-Salomon, Vincent Cockenpot, Janick Selves, Christophe Le Tourneau, Sarah Watson. National Multidisciplinary Tumor Board improves diagnostic stratification and therapeutic management in Cancers of Unknown Primary: the French Experience. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 4534.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Hélène Blons
- 7Hôpital Européen Georges Pompidou, Paris, France
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Chartier S, Brochard C, Martinat C, Coussy F, Feron JG, Kirova Y, Cottu P, Marchiò C, Vincent-Salomon A. TROP2, androgen receptor, and PD-L1 status in histological subtypes of high-grade metaplastic breast carcinomas. Histopathology 2023; 82:664-671. [PMID: 36527253 DOI: 10.1111/his.14852] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 12/08/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022]
Abstract
AIMS High-grade metaplastic breast carcinoma (HG-MBC) is a rare subtype of invasive breast carcinoma, mostly triple-negative. Metaplastic carcinomas are less responsive to neoadjuvant chemotherapy and are associated with a worse outcome than invasive carcinomas of no special type. METHODS Clinicopathological characteristics and immunophenotype were retrospectively assessed in a series of 65 patients diagnosed with HG-MBC between 2005 and 2017 at the Curie Institute (antibody panel: oestrogen receptor [ER], progesterone receptor [PR], androgen receptor [AR], human epidermal growth factor receptor 2 [HER2], programmed death ligand-1 [PD-L1], and trophoblast cell surface antigen 2 [TROP2]). RESULTS The median age at diagnosis was 59.5 years. Six (9%) patients had metastatic disease at diagnosis. Among the nonmetastatic patients receiving neoadjuvant therapy, 26% (5/19) achieved pathological complete response. Most tumours were pT1/pT2 (77%) and 12% were pN+. Histological subtypes (mixed, squamous, mesenchymal, and spindle cell) were 40%, 35.5%, 15.5%, and 9%, respectively. Tumour-infiltrating lymphocytes were low or moderate except when squamous differentiation was present. Most tumours were triple-negative (92%). AR and TROP2 were positive in 34% and 85% of the cases, respectively. PD-L1 was positive in tumour cells in 18% (cutoff: 1% of positive tumour cells) of the cases and in tumour-infiltrating immune cells in 40% (cutoff: 1% of tumour area) of the cases. Notably, spindle cell and mesenchymal metaplastic breast carcinomas were mostly PDL1-negative. Lastly, 21 (32.3%) cases were HER2-low, all being HER2 1+, with no HER2 2+. CONCLUSION Metaplastic breast carcinoma could benefit from tailored therapeutic strategies adapted to the phenotypic specificities of histological subtypes.
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Affiliation(s)
- Suzanne Chartier
- Department of Pathology, Hôpital Bicêtre, APHP, Université Paris Saclay, Le Kremlin-Bicêtre, France.,Department of Pathology, Institut Curie, Paris, France
| | | | | | - Florence Coussy
- Department of Medical Oncology, Institut Curie, Paris, France
| | | | - Youlia Kirova
- Department of Radiotherapy, Institut Curie, Paris, France
| | - Paul Cottu
- Department of Medical Oncology, Institut Curie, Paris, France
| | - Caterina Marchiò
- Department of Medical Sciences, University of Turin, Italy.,Pathology Unit, Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
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Hamy AS, Abécassis J, Driouch K, Darrigues L, Vandenbogaert M, Laurent C, Zaccarini F, Sadacca B, Delomenie M, Laas E, Mariani O, Lam T, Grandal B, Laé M, Bieche I, Vacher S, Pierga JY, Brain E, Vallot C, Hotton J, Richer W, Rocha D, Tariq Z, Becette V, Meseure D, Lesage L, Vincent-Salomon A, Filmann N, Furlanetto J, Loibl S, Dumas E, Waterfall JJ, Reyal F. Evolution of synchronous female bilateral breast cancers and response to treatment. Nat Med 2023; 29:646-655. [PMID: 36879128 PMCID: PMC10033420 DOI: 10.1038/s41591-023-02216-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 01/10/2023] [Indexed: 03/08/2023]
Abstract
Synchronous bilateral breast cancer (sBBC) occurs after both breasts have been affected by the same germline genetics and environmental exposures. Little evidence exists regarding immune infiltration and response to treatment in sBBCs. Here we show that the impact of the subtype of breast cancer on levels of tumor infiltrating lymphocytes (TILs, n = 277) and on pathologic complete response (pCR) rates (n = 140) differed according to the concordant or discordant subtype of breast cancer of the contralateral tumor: luminal breast tumors with a discordant contralateral tumor had higher TIL levels and higher pCR rates than those with a concordant contralateral tumor. Tumor sequencing revealed that left and right tumors (n = 20) were independent regarding somatic mutations, copy number alterations and clonal phylogeny, whereas primary tumor and residual disease were closely related both from the somatic mutation and from the transcriptomic point of view. Our study indicates that tumor-intrinsic characteristics may have a role in the association of tumor immunity and pCR and demonstrates that the characteristics of the contralateral tumor are also associated with immune infiltration and response to treatment.
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Affiliation(s)
- Anne-Sophie Hamy
- Department of Medical Oncology, Institut Curie, Université Paris Cité, Paris, France
- Residual Tumor & Response to Treatment Laboratory, RT2Lab, Translational Research Department, Paris, INSERM, U932 Immunity and Cancer, Institut Curie, Université de Paris, Paris, France
| | - Judith Abécassis
- Residual Tumor & Response to Treatment Laboratory, RT2Lab, Translational Research Department, Paris, INSERM, U932 Immunity and Cancer, Institut Curie, Université de Paris, Paris, France
- INRIA, Université Paris-Saclay, CEA, Palaiseau, France
| | - Keltouma Driouch
- Pharmacogenomics Unit, Department of Genetics, PSL University, Institut Curie, Paris, France
| | - Lauren Darrigues
- Department of Breast, Gynecological and Reconstructive Surgery, Institut Curie, Université de Paris Cité, Paris, France
| | - Mathias Vandenbogaert
- Translational Research Department, Institut Curie Research Center, PSL University, Paris, France
- INSERM U830, Institut Curie, PSL University, Paris, France
| | - Cecile Laurent
- Residual Tumor & Response to Treatment Laboratory, RT2Lab, Translational Research Department, Paris, INSERM, U932 Immunity and Cancer, Institut Curie, Université de Paris, Paris, France
| | - Francois Zaccarini
- Department of Breast, Gynecological and Reconstructive Surgery, Institut Curie, Université de Paris Cité, Paris, France
| | - Benjamin Sadacca
- Residual Tumor & Response to Treatment Laboratory, RT2Lab, Translational Research Department, Paris, INSERM, U932 Immunity and Cancer, Institut Curie, Université de Paris, Paris, France
- INSERM U830, Institut Curie, PSL University, Paris, France
| | - Myriam Delomenie
- Department of Breast, Gynecological and Reconstructive Surgery, Institut Curie, Université de Paris Cité, Paris, France
| | - Enora Laas
- Department of Breast, Gynecological and Reconstructive Surgery, Institut Curie, Université de Paris Cité, Paris, France
| | - Odette Mariani
- Biological Resource Center, Department of Pathology, Department of Diagnostic and Theranostic Medicine, Institut Curie, PSL University, Paris, France
| | - Thanh Lam
- Department of Breast, Gynecological and Reconstructive Surgery, Institut Curie, Université de Paris Cité, Paris, France
- Department of Gynecology and Obstetrics, Geneva University Hospitals, Geneva, Switzerland
| | - Beatriz Grandal
- Residual Tumor & Response to Treatment Laboratory, RT2Lab, Translational Research Department, Paris, INSERM, U932 Immunity and Cancer, Institut Curie, Université de Paris, Paris, France
- Department of Breast, Gynecological and Reconstructive Surgery, Institut Curie, Université de Paris Cité, Paris, France
| | - Marick Laé
- Biological Resource Center, Department of Pathology, Department of Diagnostic and Theranostic Medicine, Institut Curie, PSL University, Paris, France
- Department of Pathology, Centre Henri Becquerel, INSERM U1245, UNIROUEN, University of Normandie, Rouen, France
| | - Ivan Bieche
- Pharmacogenomics Unit, Department of Genetics, PSL University, Institut Curie, Paris, France
- INSERM U1016, Faculty of Pharmaceutical and Biological Sciences, Université de Paris Cité, Paris, France
| | - Sophie Vacher
- Pharmacogenomics Unit, Department of Genetics, PSL University, Institut Curie, Paris, France
| | - Jean-Yves Pierga
- Department of Medical Oncology, Institut Curie, Université Paris Cité, Paris, France
| | - Etienne Brain
- Department of Medical Oncology, Institut Curie, Université Paris Cité, Paris, France
| | - Celine Vallot
- Translational Research Department, Institut Curie Research Center, PSL University, Paris, France
- CNRS UMR3244, Institut Curie, PSL University, Paris, France
| | - Judicael Hotton
- Department of Surgical Oncology, Institut Godinot, Reims, France
| | - Wilfrid Richer
- Translational Research Department, Institut Curie Research Center, PSL University, Paris, France
- Translational Immunotherapy Team, INSERM U932, Institut Curie, PSL University, Paris, France
| | - Dario Rocha
- Translational Immunotherapy Team, INSERM U932, Institut Curie, PSL University, Paris, France
| | - Zakia Tariq
- Pharmacogenomics Unit, Department of Genetics, PSL University, Institut Curie, Paris, France
| | - Veronique Becette
- Biological Resource Center, Department of Pathology, Department of Diagnostic and Theranostic Medicine, Institut Curie, PSL University, Paris, France
| | - Didier Meseure
- Department of Diagnostic and Theranostic Medicine, Institut Curie, University Paris-Sciences et Lettres, Paris, France
| | - Laetitia Lesage
- Department of Diagnostic and Theranostic Medicine, Institut Curie, University Paris-Sciences et Lettres, Paris, France
| | - Anne Vincent-Salomon
- Department of Diagnostic and Theranostic Medicine, Institut Curie, University Paris-Sciences et Lettres, Paris, France
| | | | | | - Sibylle Loibl
- German Breast Group, Neu-Isenburg, Germany
- Centre for Haematology and Oncology/Bethanien, Frankfurt am Main, Germany
| | - Elise Dumas
- Residual Tumor & Response to Treatment Laboratory, RT2Lab, Translational Research Department, Paris, INSERM, U932 Immunity and Cancer, Institut Curie, Université de Paris, Paris, France
| | - Joshua J Waterfall
- Translational Research Department, Institut Curie Research Center, PSL University, Paris, France.
- INSERM U830, Institut Curie, PSL University, Paris, France.
| | - Fabien Reyal
- Residual Tumor & Response to Treatment Laboratory, RT2Lab, Translational Research Department, Paris, INSERM, U932 Immunity and Cancer, Institut Curie, Université de Paris, Paris, France.
- Department of Breast, Gynecological and Reconstructive Surgery, Institut Curie, Université de Paris Cité, Paris, France.
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Gerstung M, Jolly C, Leshchiner I, Dentro SC, Gonzalez S, Rosebrock D, Mitchell TJ, Rubanova Y, Anur P, Yu K, Tarabichi M, Deshwar A, Wintersinger J, Kleinheinz K, Vázquez-García I, Haase K, Jerman L, Sengupta S, Macintyre G, Malikic S, Donmez N, Livitz DG, Cmero M, Demeulemeester J, Schumacher S, Fan Y, Yao X, Lee J, Schlesner M, Boutros PC, Bowtell DD, Zhu H, Getz G, Imielinski M, Beroukhim R, Sahinalp SC, Ji Y, Peifer M, Markowetz F, Mustonen V, Yuan K, Wang W, Morris QD, Spellman PT, Wedge DC, Van Loo P, Tarabichi M, Wintersinger J, Deshwar AG, Yu K, Gonzalez S, Rubanova Y, Macintyre G, Adams DJ, Anur P, Beroukhim R, Boutros PC, Bowtell DD, Campbell PJ, Cao S, Christie EL, Cmero M, Cun Y, Dawson KJ, Demeulemeester J, Donmez N, Drews RM, Eils R, Fan Y, Fittall M, Garsed DW, Getz G, Ha G, Imielinski M, Jerman L, Ji Y, Kleinheinz K, Lee J, Lee-Six H, Livitz DG, Malikic S, Markowetz F, Martincorena I, Mitchell TJ, Mustonen V, Oesper L, Peifer M, Peto M, Raphael BJ, Rosebrock D, Sahinalp SC, Salcedo A, Schlesner M, Schumacher S, Sengupta S, Shi R, Shin SJ, Spiro O, Pitkänen E, Pivot X, Piñeiro-Yáñez E, Planko L, Plass C, Polak P, Pons T, Popescu I, Potapova O, Prasad A, Stein LD, Preston SR, Prinz M, Pritchard AL, Prokopec SD, Provenzano E, Puente XS, Puig S, Puiggròs M, Pulido-Tamayo S, Pupo GM, Vázquez-García I, Purdie CA, Quinn MC, Rabionet R, Rader JS, Radlwimmer B, Radovic P, Raeder B, Raine KM, Ramakrishna M, Ramakrishnan K, Vembu S, Ramalingam S, Raphael BJ, Rathmell WK, Rausch T, Reifenberger G, Reimand J, Reis-Filho J, Reuter V, Reyes-Salazar I, Reyna MA, Wheeler DA, Reynolds SM, Rheinbay E, Riazalhosseini Y, Richardson AL, Richter J, Ringel M, Ringnér M, Rino Y, Rippe K, Roach J, Yang TP, Roberts LR, Roberts ND, Roberts SA, Robertson AG, Robertson AJ, Rodriguez JB, Rodriguez-Martin B, Rodríguez-González FG, Roehrl MHA, Rohde M, Yao X, Rokutan H, Romieu G, Rooman I, Roques T, Rosebrock D, Rosenberg M, Rosenstiel PC, Rosenwald A, Rowe EW, Royo R, Yuan K, Rozen SG, Rubanova Y, Rubin MA, Rubio-Perez C, Rudneva VA, Rusev BC, Ruzzenente A, Rätsch G, Sabarinathan R, Sabelnykova VY, Zhu H, Sadeghi S, Sahinalp SC, Saini N, Saito-Adachi M, Saksena G, Salcedo A, Salgado R, Salichos L, Sallari R, Saller C, Wang W, Salvia R, Sam M, Samra JS, Sanchez-Vega F, Sander C, Sanders G, Sarin R, Sarrafi I, Sasaki-Oku A, Sauer T, Morris QD, Sauter G, Saw RPM, Scardoni M, Scarlett CJ, Scarpa A, Scelo G, Schadendorf D, Schein JE, Schilhabel MB, Schlesner M, Spellman PT, Schlomm T, Schmidt HK, Schramm SJ, Schreiber S, Schultz N, Schumacher SE, Schwarz RF, Scolyer RA, Scott D, Scully R, Wedge DC, Seethala R, Segre AV, Selander I, Semple CA, Senbabaoglu Y, Sengupta S, Sereni E, Serra S, Sgroi DC, Shackleton M, Van Loo P, Shah NC, Shahabi S, Shang CA, Shang P, Shapira O, Shelton T, Shen C, Shen H, Shepherd R, Shi R, Spellman PT, Shi Y, Shiah YJ, Shibata T, Shih J, Shimizu E, Shimizu K, Shin SJ, Shiraishi Y, Shmaya T, Shmulevich I, Wedge DC, Shorser SI, Short C, Shrestha R, Shringarpure SS, Shriver C, Shuai S, Sidiropoulos N, Siebert R, Sieuwerts AM, Sieverling L, Van Loo P, Signoretti S, Sikora KO, Simbolo M, Simon R, Simons JV, Simpson JT, Simpson PT, Singer S, Sinnott-Armstrong N, Sipahimalani P, Aaltonen LA, Skelly TJ, Smid M, Smith J, Smith-McCune K, Socci ND, Sofia HJ, Soloway MG, Song L, Sood AK, Sothi S, Abascal F, Sotiriou C, Soulette CM, Span PN, Spellman PT, Sperandio N, Spillane AJ, Spiro O, Spring J, Staaf J, Stadler PF, Abeshouse A, Staib P, Stark SG, Stebbings L, Stefánsson ÓA, Stegle O, Stein LD, Stenhouse A, Stewart C, Stilgenbauer S, Stobbe MD, Aburatani H, Stratton MR, Stretch JR, Struck AJ, Stuart JM, Stunnenberg HG, Su H, Su X, Sun RX, Sungalee S, Susak H, Adams DJ, Suzuki A, Sweep F, Szczepanowski M, Sültmann H, Yugawa T, Tam A, Tamborero D, Tan BKT, Tan D, Tan P, Agrawal N, Tanaka H, Taniguchi H, Tanskanen TJ, Tarabichi M, Tarnuzzer R, Tarpey P, Taschuk ML, Tatsuno K, Tavaré S, Taylor DF, Ahn KS, Taylor-Weiner A, Teague JW, Teh BT, Tembe V, Temes J, Thai K, Thayer SP, Thiessen N, Thomas G, Thomas S, Ahn SM, Thompson A, Thompson AM, Thompson JFF, Thompson RH, Thorne H, Thorne LB, Thorogood A, Tiao G, Tijanic N, Timms LE, Aikata H, Tirabosco R, Tojo M, Tommasi S, Toon CW, Toprak UH, Torrents D, Tortora G, Tost J, Totoki Y, Townend D, Akbani R, Traficante N, Treilleux I, Trotta JR, Trümper LHP, Tsao M, Tsunoda T, Tubio JMC, Tucker O, Turkington R, Turner DJ, Akdemir KC, Tutt A, Ueno M, Ueno NT, Umbricht C, Umer HM, Underwood TJ, Urban L, Urushidate T, Ushiku T, Uusküla-Reimand L, Al-Ahmadie H, Valencia A, Van Den Berg DJ, Van Laere S, Van Loo P, Van Meir EG, Van den Eynden GG, Van der Kwast T, Vasudev N, Vazquez M, Vedururu R, Al-Sedairy ST, Veluvolu U, Vembu S, Verbeke LPC, Vermeulen P, Verrill C, Viari A, Vicente D, Vicentini C, VijayRaghavan K, Viksna J, Al-Shahrour F, Vilain RE, Villasante I, Vincent-Salomon A, Visakorpi T, Voet D, Vyas P, Vázquez-García I, Waddell NM, Waddell N, Wadelius C, Alawi M, Wadi L, Wagener R, Wala JA, Wang J, Wang J, Wang L, Wang Q, Wang W, Wang Y, Wang Z, Albert M, Waring PM, Warnatz HJ, Warrell J, Warren AY, Waszak SM, Wedge DC, Weichenhan D, Weinberger P, Weinstein JN, Weischenfeldt J, Aldape K, Weisenberger DJ, Welch I, Wendl MC, Werner J, Whalley JP, Wheeler DA, Whitaker HC, Wigle D, Wilkerson MD, Williams A, Alexandrov LB, Wilmott JS, Wilson GW, Wilson JM, Wilson RK, Winterhoff B, Wintersinger JA, Wiznerowicz M, Wolf S, Wong BH, Wong T, Ally A, Wong W, Woo Y, Wood S, Wouters BG, Wright AJ, Wright DW, Wright MH, Wu CL, Wu DY, Wu G, Alsop K, Wu J, Wu K, Wu Y, Wu Z, Xi L, Xia T, Xiang Q, Xiao X, Xing R, Xiong H, Alvarez EG, Xu Q, Xu Y, Xue H, Yachida S, Yakneen S, Yamaguchi R, Yamaguchi TN, Yamamoto M, Yamamoto S, Yamaue H, Amary F, Yang F, Yang H, Yang JY, Yang L, Yang L, Yang S, Yang TP, Yang Y, Yao X, Yaspo ML, Amin SB, Yates L, Yau C, Ye C, Ye K, Yellapantula VD, Yoon CJ, Yoon SS, Yousif F, Yu J, Yu K, Aminou B, Yu W, Yu Y, Yuan K, Yuan Y, Yuen D, Yung CK, Zaikova O, Zamora J, Zapatka M, Zenklusen JC, Ammerpohl O, Zenz T, Zeps N, Zhang CZ, Zhang F, Zhang H, Zhang H, Zhang H, Zhang J, Zhang J, Zhang J, Anderson MJ, Zhang X, Zhang X, Zhang Y, Zhang Z, Zhao Z, Zheng L, Zheng X, Zhou W, Zhou Y, Zhu B, Ang Y, Zhu H, Zhu J, Zhu S, Zou L, Zou X, deFazio A, van As N, van Deurzen CHM, van de Vijver MJ, van’t Veer L, Antonello D, von Mering C, Anur P, Aparicio S, Appelbaum EL, Arai Y, Aretz A, Arihiro K, Ariizumi SI, Armenia J, Arnould L, Asa S, Assenov Y, Atwal G, Aukema S, Auman JT, Aure MRR, Awadalla P, Aymerich M, Bader GD, Baez-Ortega A, Bailey MH, Bailey PJ, Balasundaram M, Balu S, Bandopadhayay P, Banks RE, Barbi S, Barbour AP, Barenboim J, Barnholtz-Sloan J, Barr H, Barrera E, Bartlett J, Bartolome J, Bassi C, Bathe OF, Baumhoer D, Bavi P, Baylin SB, Bazant W, Beardsmore D, Beck TA, Behjati S, Behren A, Niu B, Bell C, Beltran S, Benz C, Berchuck A, Bergmann AK, Bergstrom EN, Berman BP, Berney DM, Bernhart SH, Beroukhim R, Berrios M, Bersani S, Bertl J, Betancourt M, Bhandari V, Bhosle SG, Biankin AV, Bieg M, Bigner D, Binder H, Birney E, Birrer M, Biswas NK, Bjerkehagen B, Bodenheimer T, Boice L, Bonizzato G, De Bono JS, Boot A, Bootwalla MS, Borg A, Borkhardt A, Boroevich KA, Borozan I, Borst C, Bosenberg M, Bosio M, Boultwood J, Bourque G, Boutros PC, Bova GS, Bowen DT, Bowlby R, Bowtell DDL, Boyault S, Boyce R, Boyd J, Brazma A, Brennan P, Brewer DS, Brinkman AB, Bristow RG, Broaddus RR, Brock JE, Brock M, Broeks A, Brooks AN, Brooks D, Brors B, Brunak S, Bruxner TJC, Bruzos AL, Buchanan A, Buchhalter I, Buchholz C, Bullman S, Burke H, Burkhardt B, Burns KH, Busanovich J, Bustamante CD, Butler AP, Butte AJ, Byrne NJ, Børresen-Dale AL, Caesar-Johnson SJ, Cafferkey A, Cahill D, Calabrese C, Caldas C, Calvo F, Camacho N, Campbell PJ, Campo E, Cantù C, Cao S, Carey TE, Carlevaro-Fita J, Carlsen R, Cataldo I, Cazzola M, Cebon J, Cerfolio R, Chadwick DE, Chakravarty D, Chalmers D, Chan CWY, Chan K, Chan-Seng-Yue M, Chandan VS, Chang DK, Chanock SJ, Chantrill LA, Chateigner A, Chatterjee N, Chayama K, Chen HW, Chen J, Chen K, Chen Y, Chen Z, Cherniack AD, Chien J, Chiew YE, Chin SF, Cho J, Cho S, Choi JK, Choi W, Chomienne C, Chong Z, Choo SP, Chou A, Christ AN, Christie EL, Chuah E, Cibulskis C, Cibulskis K, Cingarlini S, Clapham P, Claviez A, Cleary S, Cloonan N, Cmero M, Collins CC, Connor AA, Cooke SL, Cooper CS, Cope L, Corbo V, Cordes MG, Cordner SM, Cortés-Ciriano I, Covington K, Cowin PA, Craft B, Craft D, Creighton CJ, Cun Y, Curley E, Cutcutache I, Czajka K, Czerniak B, Dagg RA, Danilova L, Davi MV, Davidson NR, Davies H, Davis IJ, Davis-Dusenbery BN, Dawson KJ, De La Vega FM, De Paoli-Iseppi R, Defreitas T, Tos APD, Delaneau O, Demchok JA, Demeulemeester J, Demidov GM, Demircioğlu D, Dennis NM, Denroche RE, Dentro SC, Desai N, Deshpande V, Deshwar AG, Desmedt C, Deu-Pons J, Dhalla N, Dhani NC, Dhingra P, Dhir R, DiBiase A, Diamanti K, Ding L, Ding S, Dinh HQ, Dirix L, Doddapaneni H, Donmez N, Dow MT, Drapkin R, Drechsel O, Drews RM, Serge S, Dudderidge T, Dueso-Barroso A, Dunford AJ, Dunn M, Dursi LJ, Duthie FR, Dutton-Regester K, Eagles J, Easton DF, Edmonds S, Edwards PA, Edwards SE, Eeles RA, Ehinger A, Eils J, Eils R, El-Naggar A, Eldridge M, Ellrott K, Erkek S, Escaramis G, Espiritu SMG, Estivill X, Etemadmoghadam D, Eyfjord JE, Faltas BM, Fan D, Fan Y, Faquin WC, Farcas C, Fassan M, Fatima A, Favero F, Fayzullaev N, Felau I, Fereday S, Ferguson ML, Ferretti V, Feuerbach L, Field MA, Fink JL, Finocchiaro G, Fisher C, Fittall MW, Fitzgerald A, Fitzgerald RC, Flanagan AM, Fleshner NE, Flicek P, Foekens JA, Fong KM, Fonseca NA, Foster CS, Fox NS, Fraser M, Frazer S, Frenkel-Morgenstern M, Friedman W, Frigola J, Fronick CC, Fujimoto A, Fujita M, Fukayama M, Fulton LA, Fulton RS, Furuta M, Futreal PA, Füllgrabe A, Gabriel SB, Gallinger S, Gambacorti-Passerini C, Gao J, Gao S, Garraway L, Garred Ø, Garrison E, Garsed DW, Gehlenborg N, Gelpi JLL, 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Kaiser VB, Kakavand H, Kalimuthu S, von Kalle C, Kang KJ, Karaszi K, Karlan B, Karlić R, Karsch D, Kasaian K, Kassahn KS, Katai H, Kato M, Katoh H, Kawakami Y, Kay JD, Kazakoff SH, Kazanov MD, Keays M, Kebebew E, Kefford RF, Kellis M, Kench JG, Kennedy CJ, Kerssemakers JNA, Khoo D, Khoo V, Khuntikeo N, Khurana E, Kilpinen H, Kim HK, Kim HL, Kim HY, Kim H, Kim J, Kim J, Kim JK, Kim Y, King TA, Klapper W, Kleinheinz K, Klimczak LJ, Knappskog S, Kneba M, Knoppers BM, Koh Y, Komorowski J, Komura D, Komura M, Kong G, Kool M, Korbel JO, Korchina V, Korshunov A, Koscher M, Koster R, Kote-Jarai Z, Koures A, Kovacevic M, Kremeyer B, Kretzmer H, Kreuz M, Krishnamurthy S, Kube D, Kumar K, Kumar P, Kumar S, Kumar Y, Kundra R, Kübler K, Küppers R, Lagergren J, Lai PH, Laird PW, Lakhani SR, Lalansingh CM, Lalonde E, Lamaze FC, Lambert A, Lander E, Landgraf P, Landoni L, Langerød A, Lanzós A, Larsimont D, Larsson E, Lathrop M, Lau LMS, Lawerenz C, Lawlor RT, Lawrence MS, Lazar AJ, Lazic AM, Le X, Lee D, Lee D, Lee EA, Lee HJ, Lee JJK, Lee JY, Lee J, Lee MTM, Lee-Six H, Lehmann KV, Lehrach H, Lenze D, Leonard CR, Leongamornlert DA, Leshchiner I, Letourneau L, Letunic I, Levine DA, Lewis L, Ley T, Li C, Li CH, Li HI, Li J, Li L, Li S, Li S, Li X, Li X, Li X, Li Y, Liang H, Liang SB, Lichter P, Lin P, Lin Z, Linehan WM, Lingjærde OC, Liu D, Liu EM, Liu FFF, Liu F, Liu J, Liu X, Livingstone J, Livitz D, Livni N, Lochovsky L, Loeffler M, Long GV, Lopez-Guillermo A, Lou S, Louis DN, Lovat LB, Lu Y, Lu YJ, Lu Y, Luchini C, Lungu I, Luo X, Luxton HJ, Lynch AG, Lype L, López C, López-Otín C, Ma EZ, Ma Y, MacGrogan G, MacRae S, Macintyre G, Madsen T, Maejima K, Mafficini A, Maglinte DT, Maitra A, Majumder PP, Malcovati L, Malikic S, Malleo G, Mann GJ, Mantovani-Löffler L, Marchal K, Marchegiani G, Mardis ER, Margolin AA, Marin MG, Markowetz F, Markowski J, Marks J, Marques-Bonet T, Marra MA, Marsden L, Martens JWM, Martin S, Martin-Subero JI, Martincorena I, Martinez-Fundichely A, Maruvka YE, Mashl RJ, Massie CE, Matthew TJ, Matthews L, Mayer E, Mayes S, Mayo M, Mbabaali F, McCune K, McDermott U, McGillivray PD, McLellan MD, McPherson JD, McPherson JR, McPherson TA, Meier SR, Meng A, Meng S, Menzies A, Merrett ND, Merson S, Meyerson M, Meyerson W, Mieczkowski PA, Mihaiescu GL, Mijalkovic S, Mikkelsen T, Milella M, Mileshkin L, Miller CA, Miller DK, Miller JK, Mills GB, Milovanovic A, Minner S, Miotto M, Arnau GM, Mirabello L, Mitchell C, Mitchell TJ, Miyano S, Miyoshi N, Mizuno S, Molnár-Gábor F, Moore MJ, Moore RA, Morganella S, Morris QD, Morrison C, Mose LE, Moser CD, Muiños F, Mularoni L, Mungall AJ, Mungall K, Musgrove EA, Mustonen V, Mutch D, Muyas F, Muzny DM, Muñoz A, Myers J, Myklebost O, Möller P, Nagae G, Nagrial AM, Nahal-Bose HK, Nakagama H, Nakagawa H, Nakamura H, Nakamura T, Nakano K, Nandi T, Nangalia J, Nastic M, Navarro A, Navarro FCP, Neal DE, Nettekoven G, Newell F, Newhouse SJ, Newton Y, Ng AWT, Ng A, Nicholson J, Nicol D, Nie Y, Nielsen GP, Nielsen 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Author Correction: The evolutionary history of 2,658 cancers. Nature 2023; 614:E42. [PMID: 36697833 PMCID: PMC9931577 DOI: 10.1038/s41586-022-05601-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
- Moritz Gerstung
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Cambridge, UK. .,European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany. .,Wellcome Sanger Institute, Cambridge, UK.
| | - Clemency Jolly
- grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK
| | - Ignaty Leshchiner
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Stefan C. Dentro
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK ,grid.4991.50000 0004 1936 8948Big Data Institute, University of Oxford, Oxford, UK
| | - Santiago Gonzalez
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Cambridge, UK
| | - Daniel Rosebrock
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Thomas J. Mitchell
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.5335.00000000121885934University of Cambridge, Cambridge, UK
| | - Yulia Rubanova
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | - Pavana Anur
- grid.5288.70000 0000 9758 5690Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR USA
| | - Kaixian Yu
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Maxime Tarabichi
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK
| | - Amit Deshwar
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | - Jeff Wintersinger
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | - Kortine Kleinheinz
- grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Heidelberg University, Heidelberg, Germany
| | - Ignacio Vázquez-García
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.5335.00000000121885934University of Cambridge, Cambridge, UK
| | - Kerstin Haase
- grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK
| | - Lara Jerman
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Cambridge, UK ,grid.8954.00000 0001 0721 6013University of Ljubljana, Ljubljana, Slovenia
| | - Subhajit Sengupta
- grid.240372.00000 0004 0400 4439NorthShore University HealthSystem, Evanston, IL USA
| | - Geoff Macintyre
- grid.5335.00000000121885934Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Salem Malikic
- grid.61971.380000 0004 1936 7494Simon Fraser University, Burnaby, British Columbia Canada ,grid.412541.70000 0001 0684 7796Vancouver Prostate Centre, Vancouver, British Columbia Canada
| | - Nilgun Donmez
- grid.61971.380000 0004 1936 7494Simon Fraser University, Burnaby, British Columbia Canada ,grid.412541.70000 0001 0684 7796Vancouver Prostate Centre, Vancouver, British Columbia Canada
| | - Dimitri G. Livitz
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Marek Cmero
- grid.1008.90000 0001 2179 088XUniversity of Melbourne, Melbourne, Victoria Australia ,grid.1042.70000 0004 0432 4889Walter and Eliza Hall Institute, Melbourne, Victoria Australia
| | - Jonas Demeulemeester
- grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK ,grid.5596.f0000 0001 0668 7884University of Leuven, Leuven, Belgium
| | - Steven Schumacher
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Yu Fan
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Xiaotong Yao
- grid.5386.8000000041936877XWeill Cornell Medicine, New York, NY USA ,grid.429884.b0000 0004 1791 0895New York Genome Center, New York, NY USA
| | - Juhee Lee
- grid.205975.c0000 0001 0740 6917University of California Santa Cruz, Santa Cruz, CA USA
| | - Matthias Schlesner
- grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Paul C. Boutros
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.419890.d0000 0004 0626 690XOntario Institute for Cancer Research, Toronto, Ontario Canada ,grid.19006.3e0000 0000 9632 6718University of California, Los Angeles, CA USA
| | - David D. Bowtell
- grid.1055.10000000403978434Peter MacCallum Cancer Centre, Melbourne, Victoria Australia
| | - Hongtu Zhu
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Gad Getz
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA ,grid.32224.350000 0004 0386 9924Center for Cancer Research, Massachusetts General Hospital, Charlestown, MA USA ,grid.32224.350000 0004 0386 9924Department of Pathology, Massachusetts General Hospital, Boston, MA USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA USA
| | - Marcin Imielinski
- grid.5386.8000000041936877XWeill Cornell Medicine, New York, NY USA ,grid.429884.b0000 0004 1791 0895New York Genome Center, New York, NY USA
| | - Rameen Beroukhim
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA
| | - S. Cenk Sahinalp
- grid.412541.70000 0001 0684 7796Vancouver Prostate Centre, Vancouver, British Columbia Canada ,grid.411377.70000 0001 0790 959XIndiana University, Bloomington, IN USA
| | - Yuan Ji
- grid.240372.00000 0004 0400 4439NorthShore University HealthSystem, Evanston, IL USA ,grid.170205.10000 0004 1936 7822The University of Chicago, Chicago, IL USA
| | - Martin Peifer
- grid.6190.e0000 0000 8580 3777University of Cologne, Cologne, Germany
| | - Florian Markowetz
- grid.5335.00000000121885934Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Ville Mustonen
- grid.7737.40000 0004 0410 2071University of Helsinki, Helsinki, Finland
| | - Ke Yuan
- grid.5335.00000000121885934Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK ,grid.8756.c0000 0001 2193 314XUniversity of Glasgow, Glasgow, UK
| | - Wenyi Wang
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Quaid D. Morris
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | | | - Paul T. Spellman
- grid.5288.70000 0000 9758 5690Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR USA
| | - David C. Wedge
- grid.4991.50000 0004 1936 8948Big Data Institute, University of Oxford, Oxford, UK ,grid.454382.c0000 0004 7871 7212Oxford NIHR Biomedical Research Centre, Oxford, UK
| | - Peter Van Loo
- The Francis Crick Institute, London, UK. .,University of Leuven, Leuven, Belgium.
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Calabrese C, Davidson NR, Demircioğlu D, Fonseca NA, He Y, Kahles A, Lehmann KV, Liu F, Shiraishi Y, Soulette CM, Urban L, Greger L, Li S, Liu D, Perry MD, Xiang Q, Zhang F, Zhang J, Bailey P, Erkek S, Hoadley KA, Hou Y, Huska MR, Kilpinen H, Korbel JO, Marin MG, Markowski J, Nandi T, Pan-Hammarström Q, Pedamallu CS, Siebert R, Stark SG, Su H, Tan P, Waszak SM, Yung C, Zhu S, Awadalla P, Creighton CJ, Meyerson M, Ouellette BFF, Wu K, Yang H, Brazma A, Brooks AN, Göke J, Rätsch G, Schwarz RF, Stegle O, Zhang Z, Wu K, Yang H, Fonseca NA, Kahles A, Lehmann KV, Urban L, Soulette CM, Shiraishi Y, Liu F, He Y, Demircioğlu D, Davidson NR, Calabrese C, Zhang J, Perry MD, Xiang Q, Greger L, Li S, Liu D, Stark SG, Zhang F, Amin SB, Bailey P, Chateigner A, Cortés-Ciriano I, Craft B, Erkek S, Frenkel-Morgenstern M, Goldman M, Hoadley KA, Hou Y, Huska MR, Khurana E, Kilpinen H, Korbel JO, Lamaze FC, Li C, Li X, Li X, Liu X, Marin MG, Markowski J, Nandi T, Nielsen MM, Ojesina AI, Pan-Hammarström Q, Park PJ, Pedamallu CS, Pedersen JS, Pederzoli P, Peifer M, Pennell NA, Perou CM, Perry MD, Petersen GM, Peto M, Petrelli N, Pedamallu CS, Petryszak R, Pfister SM, Phillips M, Pich O, Pickett HA, Pihl TD, Pillay N, Pinder S, Pinese M, Pinho AV, Pedersen JS, Pitkänen E, Pivot X, Piñeiro-Yáñez E, Planko L, Plass C, Polak P, Pons T, Popescu I, Potapova O, Prasad A, Siebert R, Preston SR, Prinz M, Pritchard AL, Prokopec SD, Provenzano E, Puente XS, Puig S, Puiggròs M, Pulido-Tamayo S, Pupo GM, Su H, Purdie CA, Quinn MC, Rabionet R, Rader JS, Radlwimmer B, Radovic P, Raeder B, Raine KM, Ramakrishna M, Ramakrishnan K, Tan P, Ramalingam S, Raphael BJ, Rathmell WK, Rausch T, Reifenberger G, Reimand J, Reis-Filho J, Reuter V, Reyes-Salazar I, Reyna MA, Teh BT, Reynolds SM, Rheinbay E, Riazalhosseini Y, Richardson AL, Richter J, Ringel M, Ringnér M, Rino Y, Rippe K, Roach J, Wang J, Roberts LR, Roberts ND, Roberts SA, Robertson AG, Robertson AJ, Rodriguez JB, Rodriguez-Martin B, Rodríguez-González FG, Roehrl MHA, Rohde M, Waszak SM, Rokutan H, Romieu G, Rooman I, Roques T, Rosebrock D, Rosenberg M, Rosenstiel PC, Rosenwald A, Rowe EW, Royo R, Xiong H, Rozen SG, Rubanova Y, Rubin MA, Rubio-Perez C, Rudneva VA, Rusev BC, Ruzzenente A, Rätsch G, Sabarinathan R, Sabelnykova VY, Yakneen S, Sadeghi S, Sahinalp SC, Saini N, Saito-Adachi M, Saksena G, Salcedo A, Salgado R, Salichos L, Sallari R, Saller C, Ye C, Salvia R, Sam M, Samra JS, Sanchez-Vega F, Sander C, Sanders G, Sarin R, Sarrafi I, Sasaki-Oku A, Sauer T, Yung C, Sauter G, Saw RPM, Scardoni M, Scarlett CJ, Scarpa A, Scelo G, Schadendorf D, Schein JE, Schilhabel MB, Schlesner M, Zhang X, Schlomm T, Schmidt HK, Schramm SJ, Schreiber S, Schultz N, Schumacher SE, Schwarz RF, Scolyer RA, Scott D, Scully R, Zheng L, Seethala R, Segre AV, Selander I, Semple CA, Senbabaoglu Y, Sengupta S, Sereni E, Serra S, Sgroi DC, Shackleton M, Zhu J, Shah NC, Shahabi S, Shang CA, Shang P, Shapira O, Shelton T, Shen C, Shen H, Shepherd R, Shi R, Zhu S, Shi Y, Shiah YJ, Shibata T, Shih J, Shimizu E, Shimizu K, Shin SJ, Shiraishi Y, Shmaya T, Shmulevich I, Awadalla P, Shorser SI, Short C, Shrestha R, Shringarpure SS, Shriver C, Shuai S, Sidiropoulos N, Siebert R, Sieuwerts AM, Sieverling L, Creighton CJ, Signoretti S, Sikora KO, Simbolo M, Simon R, Simons JV, Simpson JT, Simpson PT, Singer S, Sinnott-Armstrong N, Sipahimalani P, Meyerson M, Skelly TJ, Smid M, Smith J, Smith-McCune K, Socci ND, Sofia HJ, Soloway MG, Song L, Sood AK, Sothi S, Ouellette BFF, Sotiriou C, Soulette CM, Span PN, Spellman PT, Sperandio N, Spillane AJ, Spiro O, Spring J, Staaf J, Stadler PF, Wu K, Staib P, Stark SG, Stebbings L, Stefánsson ÓA, Stegle O, Stein LD, Stenhouse A, Stewart C, Stilgenbauer S, Stobbe MD, Yang H, Stratton MR, Stretch JR, Struck AJ, Stuart JM, Stunnenberg HG, Su H, Su X, Sun RX, Sungalee S, Susak H, Göke J, Suzuki A, Sweep F, Szczepanowski M, Sültmann H, Yugawa T, Tam A, Tamborero D, Tan BKT, Tan D, Tan P, 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Author Correction: Genomic basis for RNA alterations in cancer. Nature 2023; 614:E37. [PMID: 36697831 PMCID: PMC9931574 DOI: 10.1038/s41586-022-05596-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
| | - Claudia Calabrese
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Natalie R. Davidson
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.5386.8000000041936877XWeill Cornell Medical College, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Deniz Demircioğlu
- grid.4280.e0000 0001 2180 6431National University of Singapore, Singapore, Singapore ,grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore
| | - Nuno A. Fonseca
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Yao He
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
| | - André Kahles
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Kjong-Van Lehmann
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Fenglin Liu
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
| | - Yuichi Shiraishi
- grid.26999.3d0000 0001 2151 536XThe University of Tokyo, Minato-ku, Japan
| | - Cameron M. Soulette
- grid.205975.c0000 0001 0740 6917University of California, Santa Cruz, Santa Cruz, CA USA
| | - Lara Urban
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Liliana Greger
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Siliang Li
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Dongbing Liu
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Marc D. Perry
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada ,grid.266102.10000 0001 2297 6811University of California, San Francisco, San Francisco, CA USA
| | - Qian Xiang
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Fan Zhang
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
| | - Junjun Zhang
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Peter Bailey
- grid.8756.c0000 0001 2193 314XUniversity of Glasgow, Glasgow, UK
| | - Serap Erkek
- grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Katherine A. Hoadley
- grid.10698.360000000122483208The University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Yong Hou
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Matthew R. Huska
- grid.419491.00000 0001 1014 0849Berlin Institute for Medical Systems Biology, Max Delbruck Center for Molecular Medicine, Berlin, Germany
| | - Helena Kilpinen
- grid.83440.3b0000000121901201University College London, London, UK
| | - Jan O. Korbel
- grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Maximillian G. Marin
- grid.205975.c0000 0001 0740 6917University of California, Santa Cruz, Santa Cruz, CA USA
| | - Julia Markowski
- grid.419491.00000 0001 1014 0849Berlin Institute for Medical Systems Biology, Max Delbruck Center for Molecular Medicine, Berlin, Germany
| | - Tannistha Nandi
- grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore
| | - Qiang Pan-Hammarström
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.4714.60000 0004 1937 0626Karolinska Institutet, Stockholm, Sweden
| | - Chandra Sekhar Pedamallu
- grid.66859.340000 0004 0546 1623Broad Institute, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA USA
| | - Reiner Siebert
- grid.410712.10000 0004 0473 882XUlm University and Ulm University Medical Center, Ulm, Germany
| | - Stefan G. Stark
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Hong Su
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Patrick Tan
- grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore ,grid.428397.30000 0004 0385 0924Duke-NUS Medical School, Singapore, Singapore
| | - Sebastian M. Waszak
- grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Christina Yung
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Shida Zhu
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Philip Awadalla
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada ,grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada
| | - Chad J. Creighton
- grid.39382.330000 0001 2160 926XBaylor College of Medicine, Houston, TX USA
| | - Matthew Meyerson
- grid.66859.340000 0004 0546 1623Broad Institute, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA USA
| | | | - Kui Wu
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Huanming Yang
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China
| | | | - Alvis Brazma
- European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK.
| | - Angela N. Brooks
- grid.205975.c0000 0001 0740 6917University of California, Santa Cruz, Santa Cruz, CA USA ,grid.66859.340000 0004 0546 1623Broad Institute, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA
| | - Jonathan Göke
- grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore ,grid.410724.40000 0004 0620 9745National Cancer Centre Singapore, Singapore, Singapore
| | - Gunnar Rätsch
- ETH Zurich, Zurich, Switzerland. .,Memorial Sloan Kettering Cancer Center, New York, NY, USA. .,Weill Cornell Medical College, New York, NY, USA. .,SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland. .,University Hospital Zurich, Zurich, Switzerland.
| | - Roland F. Schwarz
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK ,grid.419491.00000 0001 1014 0849Berlin Institute for Medical Systems Biology, Max Delbruck Center for Molecular Medicine, Berlin, Germany ,grid.7497.d0000 0004 0492 0584German Cancer Consortium (DKTK), partner site Berlin, Germany ,grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Oliver Stegle
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK ,grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Zemin Zhang
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
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| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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32
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Nourieh M, Vibert R, Saint-Ghislain M, Cyrta J, Vincent-Salomon A. Next-generation sequencing in breast pathology: real impact on routine practice over a decade since its introduction. Histopathology 2023; 82:162-169. [PMID: 36482269 PMCID: PMC10108312 DOI: 10.1111/his.14794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 09/08/2022] [Accepted: 09/11/2022] [Indexed: 12/13/2022]
Abstract
The diagnosis, histomolecular classes of breast cancers (luminal A, luminal B, HER2-enriched, and basal-like), and accurate prediction of prognosis are commonly determined using morphological and phenotypical analyses in clinical practice worldwide. Therapeutic strategies are mostly based on the disease stage and molecular subclasses of breast cancer. Targeted therapies, such as anti-HER2s, poly-ADP ribose polymerase inhibitors or, to a lesser extent, phosphatidylinositol 3 kinase inhibitors, have substantially improved breast cancer patient prognosis over the past decades. Human epidermal growth factor receptor 2 (HER2) overexpression is widely determined based on immunohistochemistry, while next-generation sequencing (NGS) is currently employed to assess the presence of molecular alterations, including breast cancer gene 1 (BRCA1) and 2 or phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha (PIK3CA) mutations, which are targets of these new approved therapies. In addition, next-generation sequencing (NGS) can aid the pathologist in challenging situations, such as a diagnostic workup for a metastatic carcinoma in lymph nodes of unknown origin, differential diagnosis of spindle cell tumourtumor in the breast between metaplastic carcinoma, malignant PT and sarcoma, o, as well as determining relatedness between primary breast cancers and recurrences. NGS offers a powerful tool that enables the pathologist to combine morphological analyses together with molecular alterations in challenging diagnostic situations.
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Affiliation(s)
- Maya Nourieh
- Department of Diagnostic and Theranostic Medicine, Versailles Saint Quentin University UVSQ, Institut CURIE, Saint-Cloud, France
| | - Roseline Vibert
- Department of Diagnostic and Theranostic Medicine, Paris Sciences Lettres University PSL, Institut CURIE, Paris, France
| | - Mathilde Saint-Ghislain
- Department of Medical Oncology, Paris Sciences Lettres University PSL, Institut CURIE, Paris, France
| | - Joanna Cyrta
- Department of Diagnostic and Theranostic Medicine, Paris Sciences Lettres University PSL, Institut CURIE, Paris, France
| | - Anne Vincent-Salomon
- Department of Diagnostic and Theranostic Medicine, Paris Sciences Lettres University PSL, Institut CURIE, Paris, France
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33
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Lazard T, Bataillon G, Naylor P, Popova T, Bidard FC, Stoppa-Lyonnet D, Stern MH, Decencière E, Walter T, Vincent-Salomon A. Deep learning identifies morphological patterns of homologous recombination deficiency in luminal breast cancers from whole slide images. Cell Rep Med 2022; 3:100872. [PMID: 36516847 PMCID: PMC9798078 DOI: 10.1016/j.xcrm.2022.100872] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 01/04/2022] [Accepted: 11/22/2022] [Indexed: 12/15/2022]
Abstract
Homologous recombination DNA-repair deficiency (HRD) is becoming a well-recognized marker of platinum salt and polyADP-ribose polymerase inhibitor chemotherapies in ovarian and breast cancers. While large-scale screening for HRD using genomic markers is logistically and economically challenging, stained tissue slides are routinely acquired in clinical practice. With the objectives of providing a robust deep-learning method for HRD prediction from tissue slides and identifying related morphological phenotypes, we first show that digital pathology workflows are sensitive to potential biases in the training set, then we propose a method to overcome the influence of these biases, and we develop an interpretation method capable of identifying complex phenotypes. Application to our carefully curated in-house dataset allows us to predict HRD with high accuracy (area under the receiver-operator characteristics curve 0.86) and to identify morphological phenotypes related to HRD. In particular, the presence of laminated fibrosis and clear tumor cells associated with HRD open new hypotheses regarding its phenotypic impact.
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Affiliation(s)
- Tristan Lazard
- Center for Computational Biology (CBIO), Mines Paris, PSL University, 60 Boulevard Saint Michel, 75006 Paris, France,Institut Curie, PSL University, 75005 Paris, France,INSERM U900, 75005 Paris, France
| | - Guillaume Bataillon
- Institut Curie, PSL University, 75005 Paris, France,INSERM U900, 75005 Paris, France,Diagnostic and Theranostic Medicine Division, Institut Curie, PSL University, Paris, France
| | - Peter Naylor
- Center for Computational Biology (CBIO), Mines Paris, PSL University, 60 Boulevard Saint Michel, 75006 Paris, France,Institut Curie, PSL University, 75005 Paris, France,INSERM U900, 75005 Paris, France
| | - Tatiana Popova
- INSERM U830, DNA Repair and Uveal Melanoma (DRUM), Equipe Labellisée par la Ligue Nationale Contre le Cancer, Institut Curie, PSL Research University, 75005 Paris, France
| | - François-Clément Bidard
- Department of Medical Oncology, Institut Curie, Université de Versailles Saint-Quentin, Saint-Cloud, France,INSERM CIC-BT 1428, Institut Curie, Paris, France
| | - Dominique Stoppa-Lyonnet
- INSERM U830, DNA Repair and Uveal Melanoma (DRUM), Equipe Labellisée par la Ligue Nationale Contre le Cancer, Institut Curie, PSL Research University, 75005 Paris, France,Université Paris Cité, 75006 Paris, France
| | - Marc-Henri Stern
- Diagnostic and Theranostic Medicine Division, Institut Curie, PSL University, Paris, France,INSERM U830, DNA Repair and Uveal Melanoma (DRUM), Equipe Labellisée par la Ligue Nationale Contre le Cancer, Institut Curie, PSL Research University, 75005 Paris, France
| | - Etienne Decencière
- Center for Mathematical Morphology (CMM), Mines Paris, PSL University, 77300 Fontainebleau, France
| | - Thomas Walter
- Center for Computational Biology (CBIO), Mines Paris, PSL University, 60 Boulevard Saint Michel, 75006 Paris, France,Institut Curie, PSL University, 75005 Paris, France,INSERM U900, 75005 Paris, France,Corresponding author
| | - Anne Vincent-Salomon
- Diagnostic and Theranostic Medicine Division, Institut Curie, PSL University, Paris, France,INSERM U934, CNRS UMR 3215, Paris, France,Corresponding author
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34
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Vincent-Salomon A. Abstract IA002: DCIS: Pathological heterogeneity and prognosis definition. Cancer Prev Res (Phila) 2022. [DOI: 10.1158/1940-6215.dcis22-ia002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
Abstract
Ductal carcinoma in situ represents 15 to 20% of all breast carcinomas and is a non-obligate precursor of invasive carcinomas. Clinically DCIS presents most frequently as microcalcifications detected on screening mammography. DCIS is a proliferation of neoplastic cells confined to the ductulo-lobular tree. Its morphology can recapitulate the diversity of that of invasive carcinomas. DCIS lesions are classified according to the nuclear grade (low, intermediate, high), the presence of necrosis and microinvasion. In resection specimens, the extent of the disease and the quality of the margins are key element for patients management as well as the association of DCIS to the microcalcifications. The reproducibility of the DCIS grading system is relatively poor and promising help emerges from deep learning approaches. The four molecular classes of invasive carcinomas exist but with different proportion in DCIS. Triple negative represent 5-8% of DCIS. Conversely, HER2 overexpression is more frequently observed in particular in high grade DCIS (up to 60% of the cases). The analysis of Estrogens and progesterone receptors is not systematic in clinical practice unless an endocrine therapy may be decided after the patient has completed the loco-regional treatment. At initial diagnosis, it remains very challenging to predict the clinical outcome of the lesion. However, after complete surgical excision followed by whole breast irradiation therapy, the prognosis is excellent with a mortality of 3.7%. The rate of relapse is 7% at 5 years and 16% at 10 years of follow-up. Concerns about overdiagnosis and overtreatment exist worldwide. Retrospective studies identified older age, mammographic detection, small size, non-high grade histology and negative margins at excision associated with favorable outcome. Unfortunately, de-escalation clinical prospective trials based on these criteria, failed to identify the patients presenting DCIS of good prognosis. Biological parameters have been retrospectively associated with a poor prognosis (HER2 amplification, proliferation, RB loss, COX2 expression…). The molecular signature Oncotype DCIS®, has been validated retrospectively in a subgroup of patients from the ECOG E5194, and determined DCIS associated with different risk of relapse. Its prospective validation is on-going in a non randomized trial (DUCHESS). Three on-going trials based in part on clinical criteria, one adding estrogen receptors expression, the other comedonecrosis, propose after a diagnostic biopsy, a simple surveillance. Another trial, leaded by UNITRAD/UNICANCER (France), Romance is a prospective randomized study of omission of whole-breast radiotherapy following breast-conserving surgery in patients with very low risk luminal A ductal carcinoma in situ and enrolment is on. Research efforts is moving into the integration the ecosystem of DCIS (myoepithelial cells, stroma, immune cells and carcinomatous cells) to identify more accurately the DCIS associated with a higher aggressiveness that would allow secure de-escalation clinical trials.
Citation Format: Anne Vincent-Salomon. DCIS: Pathological heterogeneity and prognosis definition [abstract]. In: Proceedings of the AACR Special Conference on Rethinking DCIS: An Opportunity for Prevention?; 2022 Sep 8-11; Philadelphia, PA. Philadelphia (PA): AACR; Can Prev Res 2022;15(12 Suppl_1): Abstract nr IA002.
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Affiliation(s)
- Anne Vincent-Salomon
- 1Institut Curie- Universite Paris Sciences Lettres, Paris, France
- 1Institut Curie- Universite Paris Sciences Lettres, Paris, France
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35
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Loap P, Loirat D, Berger F, Rodrigues M, Bazire L, Pierga JY, Vincent-Salomon A, Laki F, Boudali L, Raizonville L, Mosseri V, Jochem A, Eeckhoutte A, Diallo M, Stern MH, Fourquet A, Kirova Y. Concurrent Olaparib and Radiotherapy in Patients With Triple-Negative Breast Cancer: The Phase 1 Olaparib and Radiation Therapy for Triple-Negative Breast Cancer Trial. JAMA Oncol 2022; 8:1802-1808. [PMID: 36301572 PMCID: PMC9614672 DOI: 10.1001/jamaoncol.2022.5074] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 08/10/2022] [Indexed: 11/14/2022]
Abstract
Importance Triple-negative breast cancer (TNBC) cells are sensitive to poly(adenosine diphosphate ribose) polymerase (PARP) inhibitors used as radiosensitizers. Whether combining PARP inhibitors with radiotherapy in patients with TNBC would enhance the biological effectiveness of the irradiation and improve locoregional control is unclear. Objective To assess the safety and tolerability of PARP inhibition with olaparib used concurrently with radiotherapy in patients with TNBC with residual disease after neoadjuvant chemotherapy. Design, Setting, and Participants This phase 1 prospective dose-escalation trial (Olaparib and Radiation Therapy for TNBC [RadioPARP] trial) using a time-to-event continual reassessment method was performed from September 2017 to November 2019, with follow-up until November 2021. Participants had an incomplete pathologic response after neoadjuvant chemotherapy or unresectable TNBC despite previous neoadjuvant chemotherapy, an Eastern Cooperative Oncology Group Performance Status score of 0 or 1, and adequate organ functions. Interventions Olaparib was administered orally in the form of tablets and given at increasing doses (50 mg, 100 mg, 150 mg, or 200 mg twice daily). Olaparib therapy was started 1 week before radiotherapy and was continued concomitantly with radiotherapy. After breast-conserving surgery, a total dose of 50.4 Gy was delivered to the whole breast, with a 63-Gy simultaneously integrated boost to the tumor bed for patients younger than 60 years. After radical mastectomy or for unresectable tumors despite neoadjuvant chemotherapy, a total dose of 50.0 Gy was delivered to the chest wall (after mastectomy) or to the whole breast (for unresectable tumors). Regional lymph node stations could be treated with a total dose of 50.0 Gy to 50.4 Gy in cases of node-positive disease. Main Outcomes and Measures Main outcomes were the safety and tolerability of PARP inhibition with radiotherapy for early-stage, high-risk TNBC. Secondary outcomes included overall survival (OS) and event-free survival (EFS). Results Among the 24 patients included in the trial (100% female; median age, 46 years [range, 25-74 years]), no dose-limiting toxic effects were observed, and olaparib was escalated to 200 mg twice daily without reaching the maximum tolerated dose. No late treatment-related grade 3 or greater toxic effect was observed, and the maximum observed treatment-related toxic effects at the 2-year follow-up were grade 2 breast pain, fibrosis, and deformity in 1 patient (4.2%). Three-year OS and EFS were 83% (95% CI, 70%-100%) and 65% (95% CI, 48%-88%), respectively. Homologous recombination status was not associated with OS or EFS. Conclusions and Relevance The findings of this phase 1 dose-escalation trial suggest that PARP inhibition with olaparib concurrently with radiotherapy for early-stage, high-risk TNBC is well tolerated and should continue to be evaluated in further clinical trials. Trial Registration ClinicalTrials.gov Identifier: NCT03109080.
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Affiliation(s)
- Pierre Loap
- Department of Radiation Oncology, Institut Curie, Paris, France
| | - Delphine Loirat
- Department of Medical Oncology, Institut Curie, Paris, France
- Department of Drug Development and Innovation, Institut Curie, Paris, France
| | | | | | - Louis Bazire
- Department of Radiation Oncology, Institut Curie, Paris, France
| | | | | | - Fatima Laki
- Department of Surgery, Institut Curie, Paris, France
| | - Latifa Boudali
- Department of Biostatistics, Institut Curie, Paris, France
| | | | | | - Anne Jochem
- Department of Biostatistics, Institut Curie, Paris, France
| | | | - Mamadou Diallo
- Department of Biostatistics, Institut Curie, Paris, France
| | | | - Alain Fourquet
- Department of Radiation Oncology, Institut Curie, Paris, France
| | - Youlia Kirova
- Department of Radiation Oncology, Institut Curie, Paris, France
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Djerroudi L, Cabel L, Bidard FC, Vincent-Salomon A. Invasive Lobular Carcinoma of the Breast: Toward Tailoring Therapy? J Natl Cancer Inst 2022; 114:1434-1436. [PMID: 36239762 DOI: 10.1093/jnci/djac159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Accepted: 08/17/2022] [Indexed: 01/04/2023] Open
Affiliation(s)
- Lounes Djerroudi
- Department of Pathology, Institut Curie, Paris-Sciences-Lettres Research University, Paris, France
| | - Luc Cabel
- Department of Medical Oncology, Institut Curie, Paris, Saint-Cloud, France
| | - Francois-Clement Bidard
- Department of Medical Oncology, Institut Curie, Paris, Saint-Cloud, France.,Université Paris-Saclay, UVSQ, Saint-Cloud, France
| | - Anne Vincent-Salomon
- Department of Pathology, Institut Curie, Paris-Sciences-Lettres Research University, Paris, France
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Morretton JP, Simon A, Herbette A, Barbazan J, Pérez-González C, Cosson C, Mboup B, Latouche A, Popova T, Kieffer Y, Macé AS, Gestraud P, Bataillon G, Becette V, Meseure D, Nicolas A, Mariani O, Vincent-Salomon A, Stern MH, Mechta-Grigoriou F, Roman Roman S, Vignjevic DM, Rouzier R, Sastre-Garau X, Goundiam O, Basto R. A catalog of numerical centrosome defects in epithelial ovarian cancers. EMBO Mol Med 2022; 14:e15670. [PMID: 36069081 PMCID: PMC9449595 DOI: 10.15252/emmm.202215670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 07/21/2022] [Accepted: 07/21/2022] [Indexed: 11/16/2022] Open
Abstract
Centrosome amplification, the presence of more than two centrosomes in a cell is a common feature of most human cancer cell lines. However, little is known about centrosome numbers in human cancers and whether amplification or other numerical aberrations are frequently present. To address this question, we have analyzed a large cohort of primary human epithelial ovarian cancers (EOCs) from 100 patients. We found that rigorous quantitation of centrosome number in tumor samples was extremely challenging due to tumor heterogeneity and extensive tissue disorganization. Interestingly, even if centrosome clusters could be identified, the incidence of centrosome amplification was not comparable to what has been described in cultured cancer cells. Surprisingly, centrosome loss events where a few or many nuclei were not associated with centrosomes were clearly noticed and overall more frequent than centrosome amplification. Our findings highlight the difficulty of characterizing centrosome numbers in human tumors, while revealing a novel paradigm of centrosome number defects in EOCs.
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Affiliation(s)
- Jean-Philippe Morretton
- Biology of Centrosomes and Genetic Instability, Institut Curie, PSL Research University, CNRS UMR 144, Paris, France
| | - Anthony Simon
- Biology of Centrosomes and Genetic Instability, Institut Curie, PSL Research University, CNRS UMR 144, Paris, France
| | - Aurélie Herbette
- Department of Translational Research, Institut Curie, PSL University, Paris Cedex 05, France
| | - Jorge Barbazan
- Migration and Invasion Laboratory, Institut Curie, PSL Research University, CNRS UMR 144, Paris, France
| | - Carlos Pérez-González
- Migration and Invasion Laboratory, Institut Curie, PSL Research University, CNRS UMR 144, Paris, France
| | - Camille Cosson
- Department of Translational Research, Institut Curie, PSL University, Paris Cedex 05, France
| | - Bassirou Mboup
- Statistical Methods for Precision Medicine, INSERM U900, Institut Curie, Saint-Cloud, France
| | - Aurélien Latouche
- Statistical Methods for Precision Medicine, INSERM U900, Institut Curie, Saint-Cloud, France
| | - Tatiana Popova
- DNA Repair & Uveal Melanoma (D.R.U.M.), INSERM U830, Institut Curie, PSL Research University, Paris Cedex 05, France
| | - Yann Kieffer
- Stress and Cancer Laboratory, INSERM U830, Institut Curie, Team Ligue Nationale Contre le Cancer, PSL Research University, Paris, France
| | - Anne-Sophie Macé
- Cell and Tissue Imaging Facility (PICT-IBiSA), Institut Curie, PSL Research University, Centre National de la Recherche Scientifique, Paris, France
| | - Pierre Gestraud
- Bioinformatics and Computational Systems Biology of Cancer, Mines Paristech, INSERM U900, Institut Curie, PSL University, Paris Cedex 05, France
| | | | | | - Didier Meseure
- Department of Pathology, Institut Curie, Paris Cedex 05, France
| | - André Nicolas
- Department of Pathology, Institut Curie, Paris Cedex 05, France
| | - Odette Mariani
- Department of Pathology, Institut Curie, Paris Cedex 05, France.,Biological Resource Center, Department of Pathology, Institut Curie, PSL Research University, Paris, France
| | | | - Marc-Henri Stern
- DNA Repair & Uveal Melanoma (D.R.U.M.), INSERM U830, Institut Curie, PSL Research University, Paris Cedex 05, France
| | - Fatima Mechta-Grigoriou
- Stress and Cancer Laboratory, INSERM U830, Institut Curie, Team Ligue Nationale Contre le Cancer, PSL Research University, Paris, France
| | - Sergio Roman Roman
- Department of Translational Research, Institut Curie, PSL University, Paris Cedex 05, France
| | - Danijela Matic Vignjevic
- Migration and Invasion Laboratory, Institut Curie, PSL Research University, CNRS UMR 144, Paris, France
| | - Roman Rouzier
- Statistical Methods for Precision Medicine, INSERM U900, Institut Curie, Saint-Cloud, France.,Department of Surgery, Institut Curie, Saint-Cloud, France.,UFR Simone Veil - Santé, Université Versailles Saint Quentin, Université Paris Saclay, Montigny le Bretonneux, France
| | | | - Oumou Goundiam
- Department of Translational Research, Institut Curie, PSL University, Paris Cedex 05, France
| | - Renata Basto
- Biology of Centrosomes and Genetic Instability, Institut Curie, PSL Research University, CNRS UMR 144, Paris, France
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Guillaumin JB, Djerroudi L, Aubry JF, Tardivon A, Tanter M, Vincent-Salomon A, Berthon B. Proof of Concept of 3-D Backscatter Tensor Imaging Tomography for Non-invasive Assessment of Human Breast Cancer Collagen Organization. Ultrasound Med Biol 2022; 48:1867-1878. [PMID: 35752513 DOI: 10.1016/j.ultrasmedbio.2022.05.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 05/02/2022] [Accepted: 05/11/2022] [Indexed: 06/15/2023]
Abstract
Tumor growth, similarly to several other pathologies, tends to change the structural orientation of soft tissue fibers, which can become relevant markers for diagnosis. Current diagnosis protocols may require a biopsy for histological analysis, which is an invasive, painful and stressful procedure with a minimum turnaround time of 2 d. Otherwise, diagnosis may involve the use of complex methods with limited availability such as diffusion tensor imaging (magnetic resonance diffusion tensor imaging), which is not widely used in medical practice. Conversely, advanced methodologies in ultrasound imaging such as backscatter tensor imaging (BTI) might become a routine procedure in clinical practice at a limited cost. This method evaluates the local organization of soft tissues based on the spatial coherence of their backscattered ultrasonic echoes. Previous work has proven that BTI applied with matrix probes enables measurement of the orientation of soft tissue fibers, especially in the myocardium. The aims of the study described here were (i) to present for the first time a methodology for performing BTI in a volume on ex vivo human breast tumors using a linear probe and (ii) to display a first proof of concept of the link between BTI measurements and the orientation of collagen fibers.
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Affiliation(s)
- Jean-Baptiste Guillaumin
- Physics for Medicine Paris, ESPCI Paris, PSL University, Inserm U1273, CNRS UMR 8063, Paris, France
| | | | - Jean-François Aubry
- Physics for Medicine Paris, ESPCI Paris, PSL University, Inserm U1273, CNRS UMR 8063, Paris, France.
| | | | - Mickaël Tanter
- Physics for Medicine Paris, ESPCI Paris, PSL University, Inserm U1273, CNRS UMR 8063, Paris, France
| | | | - Béatrice Berthon
- Physics for Medicine Paris, ESPCI Paris, PSL University, Inserm U1273, CNRS UMR 8063, Paris, France
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Fimereli D, Venet D, Rediti M, Boeckx B, Maetens M, Majjaj S, Rouas G, Marchio C, Bertucci F, Mariani O, Capra M, Bonizzi G, Contaldo F, Galant C, Van den Eynden G, Salgado R, Biganzoli E, Vincent-Salomon A, Pruneri G, Larsimont D, Lambrechts D, Desmedt C, Brown DN, Rothé F, Sotiriou C. Timing evolution of lobular breast cancer through phylogenetic analysis. EBioMedicine 2022; 82:104169. [PMID: 35882101 PMCID: PMC9309404 DOI: 10.1016/j.ebiom.2022.104169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 06/22/2022] [Accepted: 06/30/2022] [Indexed: 11/19/2022] Open
Affiliation(s)
- Danai Fimereli
- J.-C. Heuson Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - David Venet
- J.-C. Heuson Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Mattia Rediti
- J.-C. Heuson Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Bram Boeckx
- Laboratory of Translational Genetics, VIB Center for Cancer Biology, Leuven, Belgium; Laboratory of Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Marion Maetens
- J.-C. Heuson Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium; Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Samira Majjaj
- J.-C. Heuson Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Ghizlane Rouas
- J.-C. Heuson Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Caterina Marchio
- Department of Medical Sciences, University of Turin, Turin, Italy; FPO-IRCCS Candiolo Cancer Institute, Candiolo, Italy
| | - Francois Bertucci
- Predictive Oncology Laboratory, Institut Paoli-Calmettes, CRCM, INSERM U1068, CNRS UMR7258, Aix-Marseille Université Marseille, France
| | - Odette Mariani
- Department of Pathology, Institut Curie, Paris Sciences Lettres Research University, Paris, France
| | - Maria Capra
- Biobank for Translational and Digital Medicine, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Giuseppina Bonizzi
- Biobank for Translational and Digital Medicine, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Federica Contaldo
- Biobank for Translational and Digital Medicine, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Christine Galant
- Department of Pathology, Cliniques Universitaires Saint Luc, Brussels, Belgium; IREC, Université Catholique de Louvain, Brussels, Belgium
| | | | - Roberto Salgado
- Department of Pathology, GZA-ZNA Hospitals, Antwerp, Belgium; Division of Research, Peter Mac Callum Cancer Centre, Melbourne, Australia
| | - Elia Biganzoli
- Department of Biomedical and Clinical Sciences (DIBIC) "L. Sacco" & DSRC, LITA Vialba campus, University of Milan, Milan, Italy
| | - Anne Vincent-Salomon
- Department of Pathology, Institut Curie, Paris Sciences Lettres Research University, Paris, France
| | - Giancarlo Pruneri
- Division of Pathology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; School of Medicine, University of Milan, Milano, Milan, Italy
| | - Denis Larsimont
- Department of Pathology, Institut Jules Bordet, Brussels, Belgium
| | - Diether Lambrechts
- Laboratory of Translational Genetics, VIB Center for Cancer Biology, Leuven, Belgium; Laboratory of Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - David N Brown
- J.-C. Heuson Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium; Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Françoise Rothé
- J.-C. Heuson Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Christos Sotiriou
- J.-C. Heuson Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
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Van Baelen K, Geukens T, Maetens M, Tjan-Heijnen V, Lord CJ, Linn S, Bidard FC, Richard F, Yang WW, Steele RE, Pettitt SJ, Van Ongeval C, De Schepper M, Isnaldi E, Nevelsteen I, Smeets A, Punie K, Voorwerk L, Wildiers H, Floris G, Vincent-Salomon A, Derksen PWB, Neven P, Senkus E, Sawyer E, Kok M, Desmedt C. Current and future diagnostic and treatment strategies for patients with invasive lobular breast cancer. Ann Oncol 2022; 33:769-785. [PMID: 35605746 DOI: 10.1016/j.annonc.2022.05.006] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 05/06/2022] [Accepted: 05/17/2022] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Invasive lobular breast cancer (ILC) is the second most common type of breast cancer after invasive breast cancer of no special type (NST), representing up to 15% of all breast cancers. DESIGN Latest data on ILC are presented, focusing on diagnosis, molecular make-up according to the European Society for Medical Oncology Scale for Clinical Actionability of molecular Targets (ESCAT) guidelines, treatment in the early and metastatic setting and ILC-focused clinical trials. RESULTS At the imaging level, magnetic resonance imaging-based and novel positron emission tomography/computed tomography-based techniques can overcome the limitations of currently used imaging techniques for diagnosing ILC. At the pathology level, E-cadherin immunohistochemistry could help improving inter-pathologist agreement. The majority of patients with ILC do not seem to benefit as much from (neo-)adjuvant chemotherapy as patients with NST, although chemotherapy might be required in a subset of high-risk patients. No differences in treatment efficacy are seen for anti-human epidermal growth factor receptor 2 (HER2) therapies in the adjuvant setting and cyclin-dependent kinases 4 and 6 inhibitors in the metastatic setting. The clinical utility of the commercially available prognostic gene expression-based tests is unclear for patients with ILC. Several ESCAT alterations differ in frequency between ILC and NST. Germline BRCA1 and PALB2 alterations are less frequent in patients with ILC, while germline CDH1 (gene coding for E-cadherin) alterations are more frequent in patients with ILC. Somatic HER2 mutations are more frequent in ILC, especially in metastases (15% ILC versus 5% NST). A high tumour mutational burden, relevant for immune checkpoint inhibition, is more frequent in ILC metastases (16%) than in NST metastases (5%). Tumours with somatic inactivating CDH1 mutations may be vulnerable for treatment with ROS1 inhibitors, a concept currently investigated in early and metastatic ILC. CONCLUSION ILC is a unique malignancy based on its pathological and biological features leading to differences in diagnosis as well as in treatment response, resistance and targets as compared to NST.
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Affiliation(s)
- K Van Baelen
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven, Belgium; Departments of Gynaecology and Obstetrics, UZ Leuven, Leuven, Belgium
| | - T Geukens
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven, Belgium; General Medical Oncology, UZ Leuven, Leuven, Belgium
| | - M Maetens
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven, Belgium
| | - V Tjan-Heijnen
- Medical Oncology Department, Maastricht University Medical Center (MUMC), School of GROW, Maastricht, The Netherlands
| | - C J Lord
- The CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - S Linn
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands; Departments of Medical Oncology, Amsterdam, The Netherlands; Molecular Pathology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - F-C Bidard
- Department of Medical Oncology, Institut Curie, UVSQ/Paris-Saclav University, Paris, France
| | - F Richard
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven, Belgium
| | - W W Yang
- The CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - R E Steele
- The CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - S J Pettitt
- The CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - C Van Ongeval
- Departments of Radiology, UZ Leuven, Leuven, Belgium
| | - M De Schepper
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven, Belgium; Pathology, UZ Leuven, Leuven, Belgium
| | - E Isnaldi
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven, Belgium
| | | | - A Smeets
- Surgical Oncology, UZ Leuven, Leuven, Belgium
| | - K Punie
- General Medical Oncology, UZ Leuven, Leuven, Belgium
| | - L Voorwerk
- Departments of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands; Tumour Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - H Wildiers
- General Medical Oncology, UZ Leuven, Leuven, Belgium
| | - G Floris
- Pathology, UZ Leuven, Leuven, Belgium
| | | | - P W B Derksen
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - P Neven
- Departments of Gynaecology and Obstetrics, UZ Leuven, Leuven, Belgium
| | - E Senkus
- Department of Oncology and Radiotherapy, Medical University of Gdańsk, Gdańsk, Poland
| | - E Sawyer
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - M Kok
- Departments of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands; Tumour Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - C Desmedt
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven, Belgium.
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Timperi E, Gueguen P, Molgora M, Magagna I, Kieffer Y, Lopez-Lastra S, Sirven P, Baudrin LG, Baulande S, Nicolas A, Champenois G, Meseure D, Vincent-Salomon A, Tardivon A, Laas E, Soumelis V, Colonna M, Mechta-Grigoriou F, Amigorena S, Romano E. Lipid-associated macrophages are induced by cancer-associated fibroblasts and mediate immune suppression in breast cancer. Cancer Res 2022; 82:3291-3306. [PMID: 35862581 DOI: 10.1158/0008-5472.can-22-1427] [Citation(s) in RCA: 55] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 06/29/2022] [Accepted: 07/19/2022] [Indexed: 11/16/2022]
Abstract
Tumor-associated macrophages (TAM) play a detrimental role in triple-negative breast cancer (TNBC). In-depth analysis of TAM characteristics and interactions with stromal cells, such as cancer-associated fibroblast (CAF), could provide important biological and therapeutic insights. Here we identify at the single-cell level a monocyte-derived-STAB1+TREM2high lipid-associated macrophage (LAM) subpopulation with immune suppressive capacities that is expanded in patients resistant to immune checkpoint blockade (ICB). Genetic depletion of this LAM subset in mice suppressed TNBC tumor growth. Flow cytometry and bulk-RNA sequencing data demonstrated that co-culture with TNBC-derived CAFs led to reprogramming of blood monocytes towards immune suppressive STAB1+TREM2high LAMs, which inhibit T cell activation and proliferation. Cell-to-cell interaction modeling and assays in vitro demonstrated the role of the inflammatory CXCL12-CXCR4 axis in CAF-myeloid cell crosstalk and recruitment of monocytes in tumor sites. Altogether, these data suggest an inflammation model whereby monocytes recruited to the tumor via the CAF-driven CXCL12-CXCR4 axis acquire pro-tumorigenic LAM capacities to support an immunosuppressive microenvironment.
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Affiliation(s)
| | | | - Martina Molgora
- Washington University School of Medicine, St Louis, United States
| | | | | | | | | | | | | | | | | | | | | | - Anne Tardivon
- Institut Curie, Service de Radiologie, Paris, France
| | - Enora Laas
- PSL Research University, Institut Curie, Paris, F-75248, France, Paris, France, France
| | | | - Marco Colonna
- Washington University School of Medicine, St Louis, MO, USA, St Louis, United States
| | | | | | - Emanuela Romano
- Institut Curie, Center of Cancer Immunotherapy, Paris, France
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Beaino ZE, Dupain C, Marret G, Paoletti X, Fuhrmann L, Martinat C, Bièche I, Tourneau CL, Kamal M, Vincent-Salomon A. Abstract 1724: Pancancer evaluation of tumor infiltrating lymphocytes (TILs) and PD-L1 in SHIVA-01 trial patients with different biopsy sites and histological types. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-1724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Immunologic characterization of tumors and their microenvironments had been proposed based on the combination of PD-L1 expression and the presence of tumor-infiltrating lymphocytes (TILs). This study aims to investigate in metastatic samples from patients with cancer, the distribution of TILs and expression of PD-L1 using Combined Positive Score (CPS), Tumor Proportion Score (TPS), as well as TILs. These variables were further evaluated in paired primary and metastatic samples and correlated with clinical outcome.
Patients and methods: 550 pan-cancer patients of SHIVA01 trial (NCT01771458) with available contributive FFPE sample from a metastatic biopsy and 111 paired primary and metastatic samples were evaluated for TILs. The 550 metastatic specimens were biopsies from different anatomical sites subdivided into 7 groups: liver biopsies (n=179; 33%), visceral organ biopsies (n=92; 17%), lung biopsies (n=89; 16%), lymph node biopsies (n= 88; 16%), cutaneous biopsies (n=53; 10%), soft tissue biopsies (n=48; 9%) and brain biopsy (n=1; 0.2%). PD-L1 expression was assessed by Immunohistochemistry using the 22C3 antibody clone (Merck & Co) and quantified using two scores: CPS and TPS, in 494 metastatic tumors and in 77 paired primary and metastatic tumors patients with contributive immunohistochemistry. The correlations of TILs and PD-L1 expression with clinical outcomes are ongoing.
Results: In metastatic samples, we found no difference in TILs distribution according to histological subtype, primary system or biopsy site with a median of 10% [range: 0%-70%]. A significant decrease in the median percentage of TILs was found in metastases in comparison to their paired primary lesions (20% [5%-60%] versus 10% [0%-40%], p<0.0001). PD-L1 expression was homogenous in all metastatic tumors independently of primary system or biopsy site (median TPS = 2% ; CPS = 0 n=218, CPS≥1 n=265 ; p=0.056). There was a strong association between TPS count and histological subtypes (p=0.015) that was not observed with CPS (p=0.23). In paired primary/metastatic samples, we did not observe any changes in the CPS and TPS scores (p>0.3 for both).
Conclusion: We show that metastatic sites are less infiltrated with lymphocytes as compared to their paired primary lesions independently of the initial primary tumor site, histological type or biopsy site. PD-L1 expression was similar in paired primary and metastatic samples.
Citation Format: Zakhia El Beaino, Célia Dupain, Grégoire Marret, Xavier Paoletti, Laëtitia Fuhrmann, Charlotte Martinat, Ivan Bièche, Christophe Le Tourneau, Maud Kamal, Anne Vincent-Salomon. Pancancer evaluation of tumor infiltrating lymphocytes (TILs) and PD-L1 in SHIVA-01 trial patients with different biopsy sites and histological types [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 1724.
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Loap P, Loirat D, Berger F, Rodrigues M, Bazire L, Pierga JY, Vincent-Salomon A, Laki F, Boudali L, Raizonville L, Mosseri V, Jochem A, Diallo M, Stern MH, Fourquet A, Kirova YM. Safety and tolerability of olaparib combined with breast radiotherapy in patients with triple-negative breast cancer: Final results of the RADIOPARP phase 1 trial. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
534 Background: Preclinical studies have demonstrated that triple-negative breast cancer (TNBC) cells were sensitive to PARP inhibitors when used as radiosensitizers. Combining PARP-inhibitors with radiotherapy may consequently enhance the biological effectiveness of the irradiation, leading to improved locoregional control in TNBC patients. We aimed to establish the appropriate dosing and the safety profile of Olaparib used as a radiosensitizer in combination with radiotherapy in TNBC patients with residual disease after neoadjuvant chemotherapy. Methods: RADIOPARP (NCT03109080) was a prospective phase I dose-escalation trial establishing the tolerance profile of Olaparib combined with breast radiotherapy in high-risk early TNBC patients. Inclusion criteria were resected TNBC with non-complete pathological response after neoadjuvant chemotherapy, or unresectable TNBC despite prior neoadjuvant chemotherapy. Olaparib was started seven days before irradiation and continued during radiotherapy. A time-to-event continual reassessment method was used to increase Olaparib through four increasing dose levels (50mg, 100mg, 150mg or 200mg twice a day) with a 25% maximum probability rate of dose-limiting toxicities (DLT). Radiotherapy delivered 50 Gy to the breast or to the chest wall, with or without lymph node irradiation. Toxicities were graded according to CTCAE (version 4.03). Homologous recombination (HR) proficiency status was genetically determined based on shallow whole genome sequencing. Results: Twenty-four TNBC patients were enrolled between 09/2017 and 11/2019. Olaparib was escalated to 200 mg twice a day without DLT and the MTD was not reached. With a median follow-up of 34 months, no late treatment-related grade ≥ 3 toxicity was observed, and the maximum observed toxicities were limited to grade 2 breast pain (n=2), fibrosis (n=2), deformity (n=1) and telangiectasia (n=1). Three-year OS and EFS were 83% [95% CI: 70%-100%] and 65% [51%-91%], respectively. HR proficiency status was not associated with OS and EFS. Conclusions: Olaparib used as a radiosensitizer in combination with radiotherapy in TNBC patients was well-tolerated. The MTD was not reached, and no significant late toxicity was reported. For future trials evaluating the anti-tumor efficacy of this combination, an Olaparib dose of 200 mg twice a day should be considered. Clinical trial information: NCT03109080.
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Affiliation(s)
- Pierre Loap
- Institute Curie, Department of Radiation Oncology, Paris, France
| | - Delphine Loirat
- Medical Oncology Department and D3i, Institut Curie, Paris, France
| | | | | | - Louis Bazire
- Institut Curie, Department of Radiation Oncology, Paris, France
| | | | | | - Fatima Laki
- Institut Curie, Department of Surgery, Paris, France
| | | | | | | | - Anne Jochem
- Institut Curie, Biostatistics Unit, Paris, France
| | | | | | - Alain Fourquet
- Institut Curie, Department of Radiation Oncology, Paris, France
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Chalumeau C, Carton M, Eeckhoutte A, Ballet S, Vincent-Salomon A, Vuagnat P, Bellesoeur A, Pierga JY, Stern MH, Bidard FC, Lerebours F. Oral Etoposide and Trastuzumab Use for HER2-Positive Metastatic Breast Cancer: A Retrospective Study from the Institut Curie Hospitals. Cancers (Basel) 2022; 14:2114. [PMID: 35565244 PMCID: PMC9101021 DOI: 10.3390/cancers14092114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 04/13/2022] [Accepted: 04/21/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND The TOP2A and ERBB2 genes are co-amplified in about 40% of HER2 positive (HER2+) breast cancers. Oral etoposide (VP16), an inhibitor of topoisomerase-II (encoded by TOP2A), has demonstrated clinical activity in metastatic breast cancer (MBC). The benefit of oral VP16 combined with trastuzumab (VP16-T) in HER2+ MBC has not yet been evaluated. METHODS Patients treated at the Institut Curie Hospitals with VP16-T for HER2+ MBC were retrieved by an in silico search. Progression-free survival (PFS), overall survival (OS), response rate, prolonged PFS (defined as at least 6 months), clinical benefit, and toxicity were assessed. The co-amplification of ERBB2 and TOP2A was assessed by shallow whole genome sequencing on tumor tissue whenever available. RESULTS Forty-three patients received VP16-T after a median number of six prior treatment lines for HER2+ MBC. Median PFS and OS were 2.9 months (95% CI [2.4-4.7]) and 11.3 months (95% CI [8.3-25.0]), respectively. Three patients had a complete response, while 12/40 (30%) experienced clinical benefit. Only three patients stopped treatment for toxicity. Seven (35%) patients displayed a TOP2A/ERBB2 co-amplification. No statistically significant correlation was found between outcome and TOP2A/ERBB2 co-amplification. CONCLUSION Our analysis suggests a favorable efficacy and toxicity profile for VP16-T in patients with heavily pretreated HER2+ MBC.
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Affiliation(s)
- Clelia Chalumeau
- Department of Medical Oncology, Institut Curie, 92210 St Cloud, France; (P.V.); (F.-C.B.); (F.L.)
| | | | - Alexandre Eeckhoutte
- DNA Repair and Uveal Melanoma (D.R.U.M.), Inserm U830, Institut Curie, 75248 Paris, France; (A.E.); (M.-H.S.)
- Institut Curie, PSL Research University, 75005 Paris, France
| | - Stelly Ballet
- Department of Diagnostic and Theranostic Medicine, Institut Curie, 75005 Paris, France; (S.B.); (A.V.-S.)
| | - Anne Vincent-Salomon
- Department of Diagnostic and Theranostic Medicine, Institut Curie, 75005 Paris, France; (S.B.); (A.V.-S.)
| | - Perrine Vuagnat
- Department of Medical Oncology, Institut Curie, 92210 St Cloud, France; (P.V.); (F.-C.B.); (F.L.)
| | - Audrey Bellesoeur
- Department of Medical Oncology, Institut Curie, 75005 Paris, France; (A.B.); (J.-Y.P.)
| | - Jean-Yves Pierga
- Department of Medical Oncology, Institut Curie, 75005 Paris, France; (A.B.); (J.-Y.P.)
- Health Faculty, University of Paris, 75005 Paris, France
| | - Marc-Henri Stern
- DNA Repair and Uveal Melanoma (D.R.U.M.), Inserm U830, Institut Curie, 75248 Paris, France; (A.E.); (M.-H.S.)
- Institut Curie, PSL Research University, 75005 Paris, France
| | - Francois-Clement Bidard
- Department of Medical Oncology, Institut Curie, 92210 St Cloud, France; (P.V.); (F.-C.B.); (F.L.)
- UVSQ/Paris Saclay University, 78000 Versailles, France
| | - Florence Lerebours
- Department of Medical Oncology, Institut Curie, 92210 St Cloud, France; (P.V.); (F.-C.B.); (F.L.)
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Azorin P, Bonin F, Tariq Z, Petitalot A, Coussy F, Marangoni E, Becette V, Denoux Y, Vincent-Salomon A, Le Tourneau C, Larbi Cherif L, Klijanienko J, Kamal M, Bièche I, Lidereau R, Driouch K. Kindlin-1 modulates the EGFR pathway and predicts sensitivity to EGFR inhibitors across cancer types. Clin Transl Med 2022; 12:e813. [PMID: 35452191 PMCID: PMC9029018 DOI: 10.1002/ctm2.813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 03/23/2022] [Accepted: 03/28/2022] [Indexed: 11/10/2022] Open
Affiliation(s)
- Paula Azorin
- Pharmacogenomics Unit, Genetics Department, Institut Curie, Paris, France
| | - Florian Bonin
- Pharmacogenomics Unit, Genetics Department, Institut Curie, Paris, France
| | - Zakia Tariq
- Pharmacogenomics Unit, Genetics Department, Institut Curie, Paris, France
| | - Ambre Petitalot
- Pharmacogenomics Unit, Genetics Department, Institut Curie, Paris, France
| | - Florence Coussy
- Department of Medical Oncology, Institut Curie, Paris, France
| | | | | | - Yves Denoux
- Pathology Department, Foch Hospital, Suresnes, France
| | | | - Christophe Le Tourneau
- Department of Drug Development and Innovation (D3i), Institut Curie, Paris-Saclay University, Paris & Saint Cloud, France
| | - Linda Larbi Cherif
- Department of Drug Development and Innovation (D3i), Institut Curie, Paris-Saclay University, Paris & Saint Cloud, France
| | | | - Maud Kamal
- Department of Drug Development and Innovation (D3i), Institut Curie, Paris-Saclay University, Paris & Saint Cloud, France
| | - Ivan Bièche
- Pharmacogenomics Unit, Genetics Department, Institut Curie, Paris, France
| | - Rosette Lidereau
- Pharmacogenomics Unit, Genetics Department, Institut Curie, Paris, France
| | - Keltouma Driouch
- Pharmacogenomics Unit, Genetics Department, Institut Curie, Paris, France
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Callens C, Bidard FC, Curto-Taribo A, Trabelsi-Grati O, Melaabi S, Delaloge S, Hardy-Bessard AC, Bachelot T, Clatot F, De La Motte Rouge T, Canon JL, Arnould L, Andre F, Marques S, Stern MH, Pierga JY, Vincent-Salomon A, Benoist C, Jeannot E, Berger F, Bieche I, Pradines A. Real-Time Detection of ESR1 Mutation in Blood by Droplet Digital PCR in the PADA-1 Trial: Feasibility and Cross-Validation with NGS. Anal Chem 2022; 94:6297-6303. [PMID: 35416669 DOI: 10.1021/acs.analchem.2c00446] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
The clinical actionability of circulating tumor DNA requires sensitive detection methods with a short turnaround time. In the PADA-1 phase 3 trial (NCT03079011), metastatic breast cancer patients treated with an aromatase inhibitor and palbociclib were screened every 2 months for activating ESR1 mutations in blood (bESR1mut). We report the feasibility of the droplet digital polymerase chain reaction (ddPCR) and cross-validation with next-generation sequencing (NGS). bESR1mut testing was centralized in two platforms using the same ddPCR assay. Results were reported as copies/mL of plasma and mutant allele frequency (MAF). We analyzed 200 positive ddPCR samples with an NGS assay (0.5-1% sensitivity). Overall, 12,552 blood samples were collected from 1017 patients from 83 centers. Among the 12,525 available samples with ddPCR results, 11,533 (92%) were bESR1mut-negative. A total of 267 patients newly displayed bESR1mut (26% patients/2% samples) with a median copy number of 14/mL (range: 4-1225) and a median MAF of 0.83% (0.11-35), 648 samples (20% patients/5% samples) displayed persistent bESR1mut, and 77 (<1%) samples encountered a technical failure. The median turnaround time from blood drawing to result notification was 13 days (Q1:9; Q3:21 days). Among 200 ddPCR-positive samples tested, NGS detected bESR1mut in 168 (84%); 25 of the 32 cases missed by NGS had low MAF and/or low coverage. In these 200 samples, bESR1mut MAF by both techniques had an excellent intraclass correlation coefficient (ICC = 0.93; 95% CI [0.85; 0.97]). These results from a large-scale trial support the feasibility and accuracy of real-time bESR1mut tracking by ddPCR, opening new opportunities for therapeutic interventions.
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Affiliation(s)
- Celine Callens
- Pharmacogenomic Unit, Genetics Laboratory, Department of Diagnostic and Theranostic Medicine, Institut Curie and PSL University, 75005 Paris, France
| | - Francois-Clement Bidard
- Department of Medical Oncology, Institut Curie, UVSQ/Paris Saclay University, 92210 Saint Cloud, France.,Circulating Tumor Biomarkers Laboratory, Inserm CIC-BT 1428, Institut Curie, 75005 Paris, France
| | - Anaïs Curto-Taribo
- Pharmacogenomic Unit, Genetics Laboratory, Department of Diagnostic and Theranostic Medicine, Institut Curie and PSL University, 75005 Paris, France
| | - Olfa Trabelsi-Grati
- Pharmacogenomic Unit, Genetics Laboratory, Department of Diagnostic and Theranostic Medicine, Institut Curie and PSL University, 75005 Paris, France
| | - Samia Melaabi
- Pharmacogenomic Unit, Genetics Laboratory, Department of Diagnostic and Theranostic Medicine, Institut Curie and PSL University, 75005 Paris, France
| | - Suzette Delaloge
- Department of Medical Oncology, Gustave Roussy, 94800 Villejuif, France
| | | | - Thomas Bachelot
- Department of Medical Oncology, Centre Léon Bérard, 69000 Lyon, France
| | - Florian Clatot
- Department of Medical Oncology, Centre Henri Becquerel, 76000 Rouen, France
| | | | - Jean-Luc Canon
- Department of Medical Oncology, Grand Hôpital de Charleroi, 6000 Charleroi, Belgique
| | - Laurent Arnould
- Department of Pathology, Centre Georges François Leclerc, 21000 Dijon, France
| | - Fabrice Andre
- Department of Medical Oncology, Gustave Roussy, 94800 Villejuif, France
| | - Sandrine Marques
- Research and Development Department, UNICANCER, 75013 Paris, France
| | - Marc-Henri Stern
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.) Team, Institut Curie, PSL Research University, 75005 Paris, France
| | - Jean-Yves Pierga
- Circulating Tumor Biomarkers Laboratory, Inserm CIC-BT 1428, Institut Curie, 75005 Paris, France.,Department of Medical Oncology, Institut Curie & Université de Paris, 75005 Paris, France
| | - Anne Vincent-Salomon
- Department of Diagnostic and Theranostic Medicine, Institut Curie, 75005 Paris, France
| | - Camille Benoist
- Bio-informatic Clinical Unit, Department of Diagnostic and Theranostic Medicine, Institut Curie and PSL University, 75005 Paris, France
| | - Emmanuelle Jeannot
- Pharmacogenomic Unit, Genetics Laboratory, Department of Diagnostic and Theranostic Medicine, Institut Curie and PSL University, 75005 Paris, France
| | - Frederique Berger
- Biometry Unit, Institut Curie and PSL Research University, 75005 Paris and 92210 Saint-Cloud, France
| | - Ivan Bieche
- Pharmacogenomic Unit, Genetics Laboratory, Department of Diagnostic and Theranostic Medicine, Institut Curie and PSL University, 75005 Paris, France
| | - Anne Pradines
- INSERM U1037 CNRS ERL5294 UPS, Cancer Research Center of Toulouse, 31000 Toulouse, France.,Prospective Biology Unit, Medical Laboratory, Claudius Regaud Institute, Toulouse University Cancer Institute (IUCT-O), 31000 Toulouse, France
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Nalio Ramos R, Missolo-Koussou Y, Gerber-Ferder Y, Bromley CP, Bugatti M, Núñez NG, Tosello Boari J, Richer W, Menger L, Denizeau J, Sedlik C, Caudana P, Kotsias F, Niborski LL, Viel S, Bohec M, Lameiras S, Baulande S, Lesage L, Nicolas A, Meseure D, Vincent-Salomon A, Reyal F, Dutertre CA, Ginhoux F, Vimeux L, Donnadieu E, Buttard B, Galon J, Zelenay S, Vermi W, Guermonprez P, Piaggio E, Helft J. Tissue-resident FOLR2 + macrophages associate with CD8 + T cell infiltration in human breast cancer. Cell 2022; 185:1189-1207.e25. [PMID: 35325594 DOI: 10.1016/j.cell.2022.02.021] [Citation(s) in RCA: 123] [Impact Index Per Article: 61.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 10/08/2021] [Accepted: 02/15/2022] [Indexed: 12/12/2022]
Abstract
Macrophage infiltration is a hallmark of solid cancers, and overall macrophage infiltration correlates with lower patient survival and resistance to therapy. Tumor-associated macrophages, however, are phenotypically and functionally heterogeneous. Specific subsets of tumor-associated macrophage might be endowed with distinct roles on cancer progression and antitumor immunity. Here, we identify a discrete population of FOLR2+ tissue-resident macrophages in healthy mammary gland and breast cancer primary tumors. FOLR2+ macrophages localize in perivascular areas in the tumor stroma, where they interact with CD8+ T cells. FOLR2+ macrophages efficiently prime effector CD8+ T cells ex vivo. The density of FOLR2+ macrophages in tumors positively correlates with better patient survival. This study highlights specific roles for tumor-associated macrophage subsets and paves the way for subset-targeted therapeutic interventions in macrophages-based cancer therapies.
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Affiliation(s)
- Rodrigo Nalio Ramos
- PSL University, Institut Curie Research Center, INSERM U932 & SiRIC, Translational Immunotherapy Team, 75005 Paris, France
| | - Yoann Missolo-Koussou
- PSL University, Institut Curie Research Center, INSERM U932 & SiRIC, Translational Immunotherapy Team, 75005 Paris, France
| | - Yohan Gerber-Ferder
- PSL University, Institut Curie Research Center, INSERM U932 & SiRIC, Translational Immunotherapy Team, 75005 Paris, France
| | - Christian P Bromley
- Cancer Inflammation and Immunity Group, Cancer Research UK Manchester Institute, The University of Manchester, Alderley Park, Manchester, UK
| | - Mattia Bugatti
- Department of Pathology, University of Brescia, Brescia 25123, Italy
| | - Nicolas Gonzalo Núñez
- PSL University, Institut Curie Research Center, INSERM U932 & SiRIC, Translational Immunotherapy Team, 75005 Paris, France
| | - Jimena Tosello Boari
- PSL University, Institut Curie Research Center, INSERM U932 & SiRIC, Translational Immunotherapy Team, 75005 Paris, France
| | - Wilfrid Richer
- PSL University, Institut Curie Research Center, INSERM U932 & SiRIC, Translational Immunotherapy Team, 75005 Paris, France
| | - Laurie Menger
- PSL University, Institut Curie Research Center, INSERM U932, 75005 Paris, France
| | - Jordan Denizeau
- PSL University, Institut Curie Research Center, INSERM U932 & SiRIC, Translational Immunotherapy Team, 75005 Paris, France
| | - Christine Sedlik
- PSL University, Institut Curie Research Center, INSERM U932 & SiRIC, Translational Immunotherapy Team, 75005 Paris, France
| | - Pamela Caudana
- PSL University, Institut Curie Research Center, INSERM U932 & SiRIC, Translational Immunotherapy Team, 75005 Paris, France
| | - Fiorella Kotsias
- PSL University, Institut Curie Research Center, INSERM U932 & SiRIC, Translational Immunotherapy Team, 75005 Paris, France
| | - Leticia L Niborski
- PSL University, Institut Curie Research Center, INSERM U932 & SiRIC, Translational Immunotherapy Team, 75005 Paris, France
| | - Sophie Viel
- PSL University, Institut Curie Research Center, INSERM U932 & SiRIC, Translational Immunotherapy Team, 75005 Paris, France
| | - Mylène Bohec
- PSL University, Institut Curie Research Center, Institut Curie Genomics of Excellence Platform, 75005 Paris, France
| | - Sonia Lameiras
- PSL University, Institut Curie Research Center, Institut Curie Genomics of Excellence Platform, 75005 Paris, France
| | - Sylvain Baulande
- PSL University, Institut Curie Research Center, Institut Curie Genomics of Excellence Platform, 75005 Paris, France
| | - Laëtitia Lesage
- PSL University, Institut Curie Hospital, Department of Pathology, 75005 Paris, France
| | - André Nicolas
- PSL University, Institut Curie Hospital, Department of Pathology, 75005 Paris, France
| | - Didier Meseure
- PSL University, Institut Curie Hospital, Department of Pathology, 75005 Paris, France
| | - Anne Vincent-Salomon
- PSL University, Institut Curie Hospital, Department of Pathology, 75005 Paris, France
| | - Fabien Reyal
- PSL University, Institut Curie Hospital, Department of Surgery, 75005 Paris, France
| | | | - Florent Ginhoux
- Université Paris-Saclay, Institut Gustave Roussy, INSERM U1015, Villejuif, France; Singapore Immunology Network, Agency for Science, Technology and Research, Singapore 138648, Singapore
| | - Lene Vimeux
- University of Paris, Institut Cochin, INSERM U1016, CNRS UMR 8104, 75014 Paris, France
| | - Emmanuel Donnadieu
- University of Paris, Institut Cochin, INSERM U1016, CNRS UMR 8104, 75014 Paris, France
| | - Bénédicte Buttard
- INSERM, Sorbonne Université, Université de Paris, Centre de Recherche des Cordeliers, Laboratory of Integrative Cancer Immunology, Paris, France
| | - Jérôme Galon
- INSERM, Sorbonne Université, Université de Paris, Centre de Recherche des Cordeliers, Laboratory of Integrative Cancer Immunology, Paris, France
| | - Santiago Zelenay
- Cancer Inflammation and Immunity Group, Cancer Research UK Manchester Institute, The University of Manchester, Alderley Park, Manchester, UK
| | - William Vermi
- PSL University, Institut Curie Research Center, INSERM U932, 75005 Paris, France; Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Pierre Guermonprez
- Université de Paris, Centre for Inflammation Research, CNRS ERL8252, INSERM1149, Paris, France
| | - Eliane Piaggio
- PSL University, Institut Curie Research Center, INSERM U932 & SiRIC, Translational Immunotherapy Team, 75005 Paris, France
| | - Julie Helft
- PSL University, Institut Curie Research Center, INSERM U932 & SiRIC, Translational Immunotherapy Team, 75005 Paris, France.
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Rethacker L, Boy M, Bisio V, Roussin F, Denizeau J, Vincent-Salomon A, Borcoman E, Sedlik C, Piaggio E, Toubert A, Dulphy N, Caignard A. Innate lymphoid cells: NK and cytotoxic ILC3 subsets infiltrate metastatic breast cancer lymph nodes. Oncoimmunology 2022; 11:2057396. [PMID: 35371620 PMCID: PMC8973349 DOI: 10.1080/2162402x.2022.2057396] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Innate lymphoid cells (ILCs) – which include cytotoxic Natural Killer (NK) cells and helper-type ILC – are important regulators of tissue immune homeostasis, with possible roles in tumor surveillance. We analyzed ILC and their functionality in human lymph nodes (LN). In LN, NK cells and ILC3 were the prominent subpopulations. Among the ILC3s, we identified a CD56+/ILC3 subset with a phenotype close to ILC3 but also expressing cytotoxicity genes shared with NK. In tumor-draining LNs (TD-LNs) and tumor samples from breast cancer (BC) patients, NK cells were prominent, and proportions of ILC3 subsets were low. In tumors and TD-LN, NK cells display reduced levels of NCR (Natural cytotoxicity receptors), despite high transcript levels and included a small subset CD127− CD56− NK cells with reduced function. Activated by cytokines CD56+/ILC3 cells from donor and patients LN acquired cytotoxic capacity and produced IFNg. In TD-LN, all cytokine activated ILC populations produced TNFα in response to BC cell line. Analyses of cytotoxic and helper ILC indicate a switch toward NK cells in TD-LN. The local tumor microenvironment inhibited NK cell functions through downregulation of NCR, but cytokine stimulation restored their functionality.
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Affiliation(s)
- Louise Rethacker
- INSERM U1160, Institut de Recherche Saint-Louis, Hôpital Saint Louis, Paris, France
| | - Maxime Boy
- INSERM U1160, Institut de Recherche Saint-Louis, Hôpital Saint Louis, Paris, France
| | - Valeria Bisio
- INSERM U1160, Institut de Recherche Saint-Louis, Hôpital Saint Louis, Paris, France
| | - France Roussin
- Service d’Anesthésie-Réanimation, AP-HP, Hôpital Saint-Louis, Paris, France
| | - Jordan Denizeau
- INSERM U932, Département de Recherche Translationelle, Institut Curie, Université de Recherche Paris Sciences & Lettres (PSL), Institut National de la Santé et de la Recherche Médicale (INSERM), Paris, France
| | - Anne Vincent-Salomon
- Diagnostic and Theranostic Medicine Division, Institut Curie, PSL Research University, Paris, France
| | - Edith Borcoman
- Department of Medical Oncology, Institut Curie, Paris, France
- Université Paris Diderot, Université de Paris, Paris, France
| | - Christine Sedlik
- INSERM U932, Département de Recherche Translationelle, Institut Curie, Université de Recherche Paris Sciences & Lettres (PSL), Institut National de la Santé et de la Recherche Médicale (INSERM), Paris, France
| | - Eliane Piaggio
- INSERM U932, Département de Recherche Translationelle, Institut Curie, Université de Recherche Paris Sciences & Lettres (PSL), Institut National de la Santé et de la Recherche Médicale (INSERM), Paris, France
| | - Antoine Toubert
- INSERM U1160, Institut de Recherche Saint-Louis, Hôpital Saint Louis, Paris, France
- Université Paris Diderot, Université de Paris, Paris, France
- Assistance Publique–Hôpitaux de Paris (AP–HP), Hôpital Saint-Louis, Laboratoire d’Immunologie et Histocompatibilité, Paris, France
| | - Nicolas Dulphy
- INSERM U1160, Institut de Recherche Saint-Louis, Hôpital Saint Louis, Paris, France
- Université Paris Diderot, Université de Paris, Paris, France
- Assistance Publique–Hôpitaux de Paris (AP–HP), Hôpital Saint-Louis, Laboratoire d’Immunologie et Histocompatibilité, Paris, France
| | - Anne Caignard
- INSERM U1160, Institut de Recherche Saint-Louis, Hôpital Saint Louis, Paris, France
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Delaloge S, Dureau S, D'Hondt V, Desmoulins I, Heudel PE, Duhoux FP, Levy C, Lerebours F, Mouret-Reynier MA, Dalenc F, Frenel JS, Jouannaud C, Venat-Bouvet L, Nguyen S, Callens C, Gentien D, Rapinat A, Manduzio H, Vincent-Salomon A, Lemonnier J, Cottu P. Survival outcomes after neoadjuvant letrozole and palbociclib versus third generation chemotherapy for patients with high-risk oestrogen receptor-positive HER2-negative breast cancer. Eur J Cancer 2022; 166:300-308. [PMID: 35337692 DOI: 10.1016/j.ejca.2022.01.014] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 01/03/2022] [Accepted: 01/07/2022] [Indexed: 11/03/2022]
Abstract
BACKGROUND Besides their development as additional adjuvant treatments, CDK4/6 inhibitors combined with endocrine therapy could represent less toxic alternatives to chemotherapy in postmenopausal women with high-risk oestrogen receptor-positive, HER2-negative breast cancer currently a candidate for chemotherapy. The multicentre, international, randomised phase 2 NEOPAL trial showed that the letrozole-palbociclib combination led to clinical and pathological responses equivalent to sequential anthracycline-taxanes chemotherapy. Secondary objectives included survival outcomes. METHODS Secondary end-points of NEOPAL included progression-free survival (PFS) and invasive-disease free survival (iDFS) in the intent-to-treat population. Exploratory end-points were overall survival (OS) and breast cancer specific survival (BCSS) in the intent-to-treat population, as well as iDFS, OS and BCSS according to the administration of chemotherapy. RESULTS Hundred and six patients were randomised. Pathological complete response rates were 3.8% and 5.9%. Twenty-three of the 53 patients in the letrozole-palbociclib arm received postoperative adjuvant chemotherapy. At a median follow-up of 40.4 months [0-56.6], 11 progressions have been observed, of which three were in the letrozole-palbociclib and 8 in the control arm. PFS (HR = 1.01; [95%CI 0.36-2.90], p = 0.98) and iDFS (HR = 0.83; [95%CI 0.31-2.23], p = 0.71) did not differ between both arms. The 40 months PFS rate was 86.7% [95%CI 78.0-96.4] and 89.9% [95%CI 81.8-98.7] in letrozole-palbociclib and control arms, respectively. Outcomes of patients who did not receive chemotherapy were not statistically different from those who received it. CONCLUSIONS NEOPAL suggests that a neoadjuvant letrozole-palbociclib strategy may allow sparing chemotherapy in some patients with luminal breast cancer while allowing good long-term outcomes. Larger confirmatory studies are needed.
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Affiliation(s)
- Suzette Delaloge
- Department of Cancer Medicine, Gustave Roussy, Villejuif, France.
| | - Sylvain Dureau
- Department of Biostatistics, Institut Curie, Paris, France
| | - Véronique D'Hondt
- Department of Medical Oncology, Institut du Cancer Montpellier, Montpellier, France
| | - Isabelle Desmoulins
- Department of Medical Oncology, Centre Georges François Leclerc, Dijon, France
| | | | - Francois P Duhoux
- Department of Medical Oncology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Christelle Levy
- Department of Medical Oncology, Centre François Baclesse, Caen, France
| | | | | | - Florence Dalenc
- Department of Medical Oncology, Institut Claudius Regaud, IUCT-Oncopole, Toulouse, France
| | | | | | | | - Suzanne Nguyen
- Medical Oncology, Centre Hospitalier de Pau, Pau, France
| | - Cécile Callens
- Research Centre, Department of Translational Research, Genomics Platform, Institut Curie, Paris Sciences et Lettres Research University, Paris, France
| | - David Gentien
- Research Centre, Department of Translational Research, Genomics Platform, Institut Curie, Paris Sciences et Lettres Research University, Paris, France
| | - Audrey Rapinat
- Research Centre, Department of Translational Research, Genomics Platform, Institut Curie, Paris Sciences et Lettres Research University, Paris, France
| | | | - Anne Vincent-Salomon
- Research Centre, Department of Translational Research, Genomics Platform, Institut Curie, Paris Sciences et Lettres Research University, Paris, France
| | | | - Paul Cottu
- Department of Medical Oncology, Institut Curie & PSL University, Paris, France
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50
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Christgen M, Kandt LD, Antonopoulos W, Bartels S, Van Bockstal MR, Bredt M, Brito MJ, Christgen H, Colpaert C, Cserni B, Cserni G, Daemmrich ME, Danebrock R, Dedeurwaerdere F, van Deurzen CH, Erber R, Fathke C, Feist H, Fiche M, Gonzalez CA, Ter Hoeve ND, Kooreman L, Krech T, Kristiansen G, Kulka J, Laenger F, Lafos M, Lehmann U, Martin-Martinez MD, Mueller S, Pelz E, Raap M, Ravarino A, Reineke-Plaass T, Schaumann N, Schelfhout AM, De Schepper M, Schlue J, Van de Vijver K, Waelput W, Wellmann A, Graeser M, Gluz O, Kuemmel S, Nitz U, Harbeck N, Desmedt C, Floris G, Derksen PW, van Diest PJ, Vincent-Salomon A, Kreipe H. Inter-observer agreement for the histological diagnosis of invasive lobular breast carcinoma. J Pathol Clin Res 2022; 8:191-205. [PMID: 34889530 PMCID: PMC8822373 DOI: 10.1002/cjp2.253] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 11/17/2021] [Accepted: 11/24/2021] [Indexed: 12/20/2022]
Abstract
Invasive lobular breast carcinoma (ILC) is the second most common breast carcinoma (BC) subtype and is mainly driven by loss of E‐cadherin expression. Correct classification of BC as ILC is important for patient treatment. This study assessed the degree of agreement among pathologists for the diagnosis of ILC. Two sets of hormone receptor (HR)‐positive/HER2‐negative BCs were independently reviewed by participating pathologists. In set A (61 cases), participants were provided with hematoxylin/eosin (HE)‐stained sections. In set B (62 cases), participants were provided with HE‐stained sections and E‐cadherin immunohistochemistry (IHC). Tumor characteristics were balanced. Participants classified specimens as non‐lobular BC versus mixed BC versus ILC. Pairwise inter‐observer agreement and agreement with a pre‐defined reference diagnosis were determined with Cohen's kappa statistics. Subtype calls were correlated with molecular features, including CDH1/E‐cadherin mutation status. Thirty‐five pathologists completed both sets, providing 4,305 subtype calls. Pairwise inter‐observer agreement was moderate in set A (median κ = 0.58, interquartile range [IQR]: 0.48–0.66) and substantial in set B (median κ = 0.75, IQR: 0.56–0.86, p < 0.001). Agreement with the reference diagnosis was substantial in set A (median κ = 0.67, IQR: 0.57–0.75) and almost perfect in set B (median κ = 0.86, IQR: 0.73–0.93, p < 0.001). The median frequency of CDH1/E‐cadherin mutations in specimens classified as ILC was 65% in set A (IQR: 56–72%) and 73% in set B (IQR: 65–75%, p < 0.001). Cases with variable subtype calls included E‐cadherin‐positive ILCs harboring CDH1 missense mutations, and E‐cadherin‐negative ILCs with tubular elements and focal P‐cadherin expression. ILCs with trabecular growth pattern were often misclassified as non‐lobular BC in set A but not in set B. In conclusion, subtyping of BC as ILC achieves almost perfect agreement with a pre‐defined reference standard, if assessment is supported by E‐cadherin IHC. CDH1 missense mutations associated with preserved E‐cadherin protein expression, E‐ to P‐cadherin switching in ILC with tubular elements, and trabecular ILC were identified as potential sources of discordant classification.
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Affiliation(s)
| | | | | | - Stephan Bartels
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | | | - Martin Bredt
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | - Maria Jose Brito
- Pathology and Breast Unit, Champalimaud Foundation, Lisbon, Portugal
| | | | - Cecile Colpaert
- Department of Pathology, Universitair Ziekenhuis Leuven, Leuven, Belgium
| | | | - Gábor Cserni
- Department of Pathology, University of Szeged, Szeged, Hungary
| | | | | | | | | | - Ramona Erber
- Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), and Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
| | - Christine Fathke
- Institute of Pathology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Henning Feist
- Institute of Pathology, Diakonissenkrankenhaus Flensburg, Flensburg, Germany
| | - Maryse Fiche
- Institute of Pathology Aurigen, Aurigen SA, Lausanne, Switzerland
| | - Claudia Aura Gonzalez
- Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
| | - Natalie D Ter Hoeve
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Loes Kooreman
- Institute of Pathology and GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Till Krech
- Institute of Pathology, University Clinics Hamburg-Eppendorf, Hamburg, Germany.,Germany and Pathocom Network for Pathology, Osnabrück, Germany
| | | | - Janina Kulka
- 2nd Department of Pathology, Semmelweis University Budapest, Budapest, Hungary
| | - Florian Laenger
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | - Marcel Lafos
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | - Ulrich Lehmann
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | | | - Sophie Mueller
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | - Enrico Pelz
- Institute of Pathology Viersen, Viersen, Germany
| | - Mieke Raap
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | | | | | - Nora Schaumann
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | | | - Maxim De Schepper
- Department of Pathology, University Hospitals Leuven, Campus Gasthuisberg, Leuven, Belgium.,Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Jerome Schlue
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | - Koen Van de Vijver
- Cancer Research Institute Ghent, Ghent University Hospital, Ghent, Belgium
| | - Wim Waelput
- Department of Pathology, UZ Brussel, Vrije Universiteit Brussel, Brussels, Belgium
| | | | - Monika Graeser
- West German Study Group, Moenchengladbach, Germany.,Ev. Hospital Bethesda, Breast Center Niederrhein, Moenchengladbach, Germany.,Gynecologic University Clinic Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Oleg Gluz
- West German Study Group, Moenchengladbach, Germany.,Ev. Hospital Bethesda, Breast Center Niederrhein, Moenchengladbach, Germany
| | - Sherko Kuemmel
- West German Study Group, Moenchengladbach, Germany.,Breast Unit, Kliniken Essen-Mitte, Essen, Germany, and Charité - Universitätsmedizin Berlin, Department of Gynecology with Breast Center, Berlin, Germany
| | - Ulrike Nitz
- West German Study Group, Moenchengladbach, Germany.,Ev. Hospital Bethesda, Breast Center Niederrhein, Moenchengladbach, Germany
| | - Nadia Harbeck
- West German Study Group, Moenchengladbach, Germany.,Department of Gynecology and Obstetrics, Breast Center, University of Munich (LMU) and CCCLMU, Munich, Germany
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Giuseppe Floris
- Department of Pathology, University Hospitals Leuven, Campus Gasthuisberg, Leuven, Belgium.,Department of Imaging and Radiology, Laboratory for Cell and Tissue Translational Research, KU-Leuven/UZ Leuven, Leuven, Belgium
| | - Patrick Wb Derksen
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Paul J van Diest
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Anne Vincent-Salomon
- Pathology-Genetics-Immunology Department, Institut Curie, PSL Research University, Paris, France
| | - Hans Kreipe
- Institute of Pathology, Hannover Medical School, Hannover, Germany
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