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Palafox M, Monserrat L, Bellet M, Villacampa G, Gonzalez-Perez A, Oliveira M, Brasó-Maristany F, Ibrahimi N, Kannan S, Mina L, Herrera-Abreu MT, Òdena A, Sánchez-Guixé M, Capelán M, Azaro A, Bruna A, Rodríguez O, Guzmán M, Grueso J, Viaplana C, Hernández J, Su F, Lin K, Clarke RB, Caldas C, Arribas J, Michiels S, García-Sanz A, Turner NC, Prat A, Nuciforo P, Dienstmann R, Verma CS, Lopez-Bigas N, Scaltriti M, Arnedos M, Saura C, Serra V. Author Correction: High p16 expression and heterozygous RB1 loss are biomarkers for CDK4/6 inhibitor resistance in ER + breast cancer. Nat Commun 2022; 13:6928. [PMID: 36376284 PMCID: PMC9663725 DOI: 10.1038/s41467-022-34580-3] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Marta Palafox
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Laia Monserrat
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Meritxell Bellet
- Breast Cancer and Melanoma Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
- Department of Medical Oncology, Hospital Vall d'Hebron, Barcelona, Spain
| | - Guillermo Villacampa
- Oncology Data Science Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Abel Gonzalez-Perez
- Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain
- Research Program on Biomedical Informatics, Universitat Pompeu Fabra, Barcelona, Spain
| | - Mafalda Oliveira
- Breast Cancer and Melanoma Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
- Department of Medical Oncology, Hospital Vall d'Hebron, Barcelona, Spain
| | - Fara Brasó-Maristany
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Nusaibah Ibrahimi
- Service de Biostatistique et d'Epidémiologie, Gustave Roussy, Villejuif, France
- Oncostat U1018, Inserm, University Paris-Saclay, Villejuif, France
| | | | - Leonardo Mina
- Medica Scientia Innovation Research (MedSIR), Barcelona, Spain
| | | | - Andreu Òdena
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Mònica Sánchez-Guixé
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Marta Capelán
- Breast Cancer and Melanoma Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
- Department of Medical Oncology, Hospital Vall d'Hebron, Barcelona, Spain
| | - Analía Azaro
- Breast Cancer and Melanoma Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
- Department of Medical Oncology, Hospital Vall d'Hebron, Barcelona, Spain
| | - Alejandra Bruna
- Preclinical Modelling of Pediatric Cancer Evolution Group, The Institute of Cancer Research, London, UK
| | - Olga Rodríguez
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Marta Guzmán
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Judit Grueso
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Cristina Viaplana
- Oncology Data Science Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Javier Hernández
- Translational Molecular Pathology, Vall d'Hebron Institute of Research (VHIR), Barcelona, Spain
| | - Faye Su
- Novartis Pharmaceuticals, East Hanover, NJ, USA
| | - Kui Lin
- Genentech, Inc., South San Francisco, California, USA
| | - Robert B Clarke
- Breast Biology Group, Manchester Breast Centre, Manchester, UK
| | | | - Joaquín Arribas
- CIBERONC, Vall d'Hebron Institute of Oncology, Barcelona, Spain
- Growth Factors Laboratory, Vall d'Hebron Institute of Oncology, Barcelona, Spain
- Department of Biochemistry and Molecular Biology, Universitat Autònoma de Barcelona, Barcelona, Spain
- IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Stefan Michiels
- Service de Biostatistique et d'Epidémiologie, Gustave Roussy, Villejuif, France
- Oncostat U1018, Inserm, University Paris-Saclay, Villejuif, France
| | | | | | - Aleix Prat
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- University of Barcelona, Barcelona, Spain
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain
- SOLTI Breast Cancer Research Group, Barcelona, Spain
- Department of Oncology, IOB Institute of Oncology, Barcelona, Spain
| | - Paolo Nuciforo
- Molecular Oncology Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Rodrigo Dienstmann
- Oncology Data Science Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Chandra S Verma
- Bioinformatics Institute (A*STAR), Singapore, Singapore
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Nuria Lopez-Bigas
- Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain
- Research Program on Biomedical Informatics, Universitat Pompeu Fabra, Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Maurizio Scaltriti
- Departments of Pathology and Human Oncology and Pathogenesis Program, Memorial Sloan-Kettering Cancer Center, New York, USA
| | - Monica Arnedos
- Department of Medical Oncology, Gustave Roussy, Villejuif, France
- Inserm Unit U981, Villejuif, France
| | - Cristina Saura
- Breast Cancer and Melanoma Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
- Department of Medical Oncology, Hospital Vall d'Hebron, Barcelona, Spain
| | - Violeta Serra
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain.
- CIBERONC, Vall d'Hebron Institute of Oncology, Barcelona, Spain.
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Palafox M, Monserrat L, Bellet M, Villacampa G, Gonzalez-Perez A, Oliveira M, Brasó-Maristany F, Ibrahimi N, Kannan S, Mina L, Herrera-Abreu MT, Òdena A, Sánchez-Guixé M, Capelán M, Azaro A, Bruna A, Rodríguez O, Guzmán M, Grueso J, Viaplana C, Hernández J, Su F, Lin K, Clarke RB, Caldas C, Arribas J, Michiels S, García-Sanz A, Turner NC, Prat A, Nuciforo P, Dienstmann R, Verma CS, Lopez-Bigas N, Scaltriti M, Arnedos M, Saura C, Serra V. High p16 expression and heterozygous RB1 loss are biomarkers for CDK4/6 inhibitor resistance in ER + breast cancer. Nat Commun 2022; 13:5258. [PMID: 36071033 PMCID: PMC9452562 DOI: 10.1038/s41467-022-32828-6] [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] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 08/17/2022] [Indexed: 12/27/2022] Open
Abstract
CDK4/6 inhibitors combined with endocrine therapy have demonstrated higher antitumor activity than endocrine therapy alone for the treatment of advanced estrogen receptor-positive breast cancer. Some of these tumors are de novo resistant to CDK4/6 inhibitors and others develop acquired resistance. Here, we show that p16 overexpression is associated with reduced antitumor activity of CDK4/6 inhibitors in patient-derived xenografts (n = 37) and estrogen receptor-positive breast cancer cell lines, as well as reduced response of early and advanced breast cancer patients to CDK4/6 inhibitors (n = 89). We also identified heterozygous RB1 loss as biomarker of acquired resistance and poor clinical outcome. Combination of the CDK4/6 inhibitor ribociclib with the PI3K inhibitor alpelisib showed antitumor activity in estrogen receptor-positive non-basal-like breast cancer patient-derived xenografts, independently of PIK3CA, ESR1 or RB1 mutation, also in drug de-escalation experiments or omitting endocrine therapy. Our results offer insights into predicting primary/acquired resistance to CDK4/6 inhibitors and post-progression therapeutic strategies.
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Affiliation(s)
- Marta Palafox
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Laia Monserrat
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Meritxell Bellet
- Breast Cancer and Melanoma Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
- Department of Medical Oncology, Hospital Vall d'Hebron, Barcelona, Spain
| | - Guillermo Villacampa
- Oncology Data Science Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Abel Gonzalez-Perez
- Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain
- Research Program on Biomedical Informatics, Universitat Pompeu Fabra, Barcelona, Spain
| | - Mafalda Oliveira
- Breast Cancer and Melanoma Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
- Department of Medical Oncology, Hospital Vall d'Hebron, Barcelona, Spain
| | - Fara Brasó-Maristany
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Nusaibah Ibrahimi
- Service de Biostatistique et d'Epidémiologie, Gustave Roussy, Villejuif, France
- Oncostat U1018, Inserm, University Paris-Saclay, Villejuif, France
| | | | - Leonardo Mina
- Medica Scientia Innovation Research (MedSIR), Barcelona, Spain
| | | | - Andreu Òdena
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Mònica Sánchez-Guixé
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Marta Capelán
- Breast Cancer and Melanoma Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
- Department of Medical Oncology, Hospital Vall d'Hebron, Barcelona, Spain
| | - Analía Azaro
- Breast Cancer and Melanoma Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
- Department of Medical Oncology, Hospital Vall d'Hebron, Barcelona, Spain
| | - Alejandra Bruna
- Preclinical Modelling of Pediatric Cancer Evolution Group, The Institute of Cancer Research, London, UK
| | - Olga Rodríguez
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Marta Guzmán
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Judit Grueso
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Cristina Viaplana
- Oncology Data Science Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Javier Hernández
- Translational Molecular Pathology, Vall d'Hebron Institute of Research (VHIR), Barcelona, Spain
| | - Faye Su
- Novartis Pharmaceuticals, East Hanover, NJ, USA
| | - Kui Lin
- Genentech, Inc., South San Francisco, California, USA
| | - Robert B Clarke
- Breast Biology Group, Manchester Breast Centre, Manchester, UK
| | | | - Joaquín Arribas
- CIBERONC, Vall d'Hebron Institute of Oncology, Barcelona, Spain
- Growth Factors Laboratory, Vall d'Hebron Institute of Oncology, Barcelona, Spain
- Department of Biochemistry and Molecular Biology, Universitat Autònoma de Barcelona, Barcelona, Spain
- IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Stefan Michiels
- Service de Biostatistique et d'Epidémiologie, Gustave Roussy, Villejuif, France
- Oncostat U1018, Inserm, University Paris-Saclay, Villejuif, France
| | | | | | - Aleix Prat
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
- University of Barcelona, Barcelona, Spain
- Department of Medical Oncology, Hospital Clinic, Barcelona, Spain
- SOLTI Breast Cancer Research Group, Barcelona, Spain
- Department of Oncology, IOB Institute of Oncology, Barcelona, Spain
| | - Paolo Nuciforo
- Molecular Oncology Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Rodrigo Dienstmann
- Oncology Data Science Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Chandra S Verma
- Bioinformatics Institute (A*STAR), Singapore, Singapore
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Nuria Lopez-Bigas
- Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain
- Research Program on Biomedical Informatics, Universitat Pompeu Fabra, Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Maurizio Scaltriti
- Departments of Pathology and Human Oncology and Pathogenesis Program, Memorial Sloan-Kettering Cancer Center, New York, USA
| | - Monica Arnedos
- Department of Medical Oncology, Gustave Roussy, Villejuif, France
- Inserm Unit U981, Villejuif, France
| | - Cristina Saura
- Breast Cancer and Melanoma Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
- Department of Medical Oncology, Hospital Vall d'Hebron, Barcelona, Spain
| | - Violeta Serra
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain.
- CIBERONC, Vall d'Hebron Institute of Oncology, Barcelona, Spain.
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Plais H, Labruyère M, Creutin T, Nay P, Plantefeve G, Tapponnier R, Jonas M, Ngapmen NT, Le Guennec L, De Roquetaillade C, Argaud L, Jamme M, Goulenok C, Merouani K, Leclerc M, Sauneuf B, Shidasp S, Stoclin A, Bardet A, Mir O, Ibrahimi N, Llitjos JF. Outcomes of Patients With Active Cancer and COVID-19 in the Intensive-Care Unit: A Multicenter Ambispective Study. Front Oncol 2022; 12:858276. [PMID: 35359407 PMCID: PMC8960921 DOI: 10.3389/fonc.2022.858276] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 02/16/2022] [Indexed: 01/15/2023] Open
Abstract
Background Several studies report an increased susceptibility to SARS-CoV-2 infection in cancer patients. However, data in the intensive care unit (ICU) are scarce. Research Question We aimed to investigate the association between active cancer and mortality among patients requiring organ support in the ICU. Study Design and Methods In this ambispective study encompassing 17 hospitals in France, we included all adult active cancer patients with SARS-CoV-2 infection requiring organ support and admitted in ICU. For each cancer patient, we included 3 non cancer patients as controls. Patients were matched at the same ratio using the inverse probability weighting approach based on a propensity score assessing the probability of cancer at admission. Mortality at day 60 after ICU admission was compared between cancer patients and non-cancer patients using primary logistic regression analysis and secondary multivariable analyses. Results Between March 12, 2020 and March 8, 2021, 2608 patients were admitted with SARS-CoV-2 infection in our study, accounting for 2.8% of the total population of patients with SARS-CoV-2 admitted in all French ICUs within the same period. Among them, 105 (n=4%) presented with cancer (51 patients had hematological malignancy and 54 patients had solid tumors). 409 of 420 patients were included in the propensity score matching process, of whom 307 patients in the non-cancer group and 102 patients in the cancer group. 145 patients (35%) died in the ICU at day 60, 59 (56%) with cancer and 86 (27%) without cancer. In the primary logistic regression analysis, the odds ratio for death associated to cancer was 2.3 (95%CI 1.24 - 4.28, p=0.0082) higher for cancer patients than for a non-cancer patient at ICU admission. Exploratory multivariable analyses showed that solid tumor (OR: 2.344 (0.87-6.31), p=0.062) and hematological malignancies (OR: 4.144 (1.24-13.83), p=0.062) were independently associated with mortality. Interpretation Patients with cancer and requiring ICU admission for SARS-CoV-2 infection had an increased mortality, hematological malignancy harboring the higher risk in comparison to solid tumors.
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Affiliation(s)
- Henri Plais
- Intensive Care Unit, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Marie Labruyère
- Department of Intensive Care, Dijon Bourgogne University Hospital, Dijon, France
| | - Thibault Creutin
- Service de Médecine Intensive and Réanimation, APHP-CUP, Hôpital Cochin, Paris, France
| | - Paula Nay
- Medical Intensive Care Unit, Ambroise Paré Hospital, AP-HP, Boulogne-Billancourt, France
| | - Gaëtan Plantefeve
- Service de Réanimation Polyvalente, Centre Hospitalier Victor Dupouy, Argenteuil, France
| | - Romain Tapponnier
- Medical Intensive Care Unit, Hôpital Jean Minjoz Hospital, Besançon, France
| | - Maud Jonas
- Centre Hospitalier Général de Saint-Nazaire, Service de Médecine Intensive Réanimation, Saint-Nazaire, France
| | | | - Loïc Le Guennec
- Médecine Intensive Réanimation Neurologique, Département de Neurologie, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Charles De Roquetaillade
- Department of Anesthesiology and Critical Care, Hôpital Lariboisière, FHU PROMICE, DMU Parabol, APHP, Paris, France
| | - Laurent Argaud
- Medical ICU, Edouard Herriot University Hospital, Lyon, France
| | - Matthieu Jamme
- Intensive Care Unit, Poissy-Saint-Germain-en-Laye Hospital, Poissy, France
| | - Cyril Goulenok
- Medical-Surgical Intensive Care Unit, Ramsay Générale de Santé, Hôpital Privé Jacques Cartier, Massy, France
| | - Karim Merouani
- Medical and Surgical Intensive Care Unit, Alençon Hospital, Alençon, France
| | - Maxime Leclerc
- Intensive Care Unit, Centre Hospitalier Mémorial France Etats-Unis, Saint-Lô, France
| | - Bertrand Sauneuf
- Réanimation - Médecine Intensive, Centre Hospitalier Public du Cotentin, Cherbourg-en-Cotentin, France
| | - Sami Shidasp
- Intensive Care Unit, Etampes Hospital, Etampes, France
| | - Annabelle Stoclin
- Intensive Care Unit, Centre Hospitalier de Château-Thierry, Château-Thierry, France
| | - Aurélie Bardet
- Bureau of Biostatistics and Epidemiology, Gustave Roussy, University Paris-Saclay, Villejuif, France and U1018 INSERM Oncostat, University Paris-Saclay, Labeled Ligue Contre le Cancer, Villejuif, France
| | - Olivier Mir
- Gustave-Roussy, Département d'oncologie Médicale, Villejuif, France
| | - Nusaibah Ibrahimi
- Bureau of Biostatistics and Epidemiology, Gustave Roussy, University Paris-Saclay, Villejuif, France and U1018 INSERM Oncostat, University Paris-Saclay, Labeled Ligue Contre le Cancer, Villejuif, France
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