1
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Danlos FX, Grajeda-Iglesias C, Durand S, Sauvat A, Roumier M, Cantin D, Colomba E, Rohmer J, Pommeret F, Baciarello G, Willekens C, Vasse M, Griscelli F, Fahrner JE, Goubet AG, Dubuisson A, Derosa L, Nirmalathasan N, Bredel D, Mouraud S, Pradon C, Stoclin A, Rozenberg F, Duchemin J, Jourdi G, Ellouze S, Levavasseur F, Albigès L, Soria JC, Barlesi F, Solary E, André F, Pène F, Ackerman F, Mouthon L, Zitvogel L, Marabelle A, Michot JM, Fontenay M, Kroemer G. Correction: Metabolomic analyses of COVID-19 patients unravel stage-dependent and prognostic biomarkers. Cell Death Dis 2024; 15:142. [PMID: 38355585 PMCID: PMC10866964 DOI: 10.1038/s41419-024-06519-7] [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: 02/16/2024]
Affiliation(s)
- François-Xavier Danlos
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
| | - Claudia Grajeda-Iglesias
- Metabolomics and Cell Biology Platforms, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- INSERM U1138, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Sylvère Durand
- Metabolomics and Cell Biology Platforms, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Allan Sauvat
- Metabolomics and Cell Biology Platforms, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Mathilde Roumier
- Service de Médecine Interne, Hôpital Foch, 92150, Suresnes, France
| | - Delphine Cantin
- Service d'Accueil des Urgences, AP-HP, Hôpital Hôtel-Dieu, 75004, Paris, France
| | - Emeline Colomba
- Département d'Oncologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Julien Rohmer
- Service de Médecine Interne, Hôpital Foch, 92150, Suresnes, France
| | - Fanny Pommeret
- Département d'Oncologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Giulia Baciarello
- Département d'Oncologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Christophe Willekens
- Département d'Hématologie, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Marc Vasse
- Service de biologie clinique, Hôpital Foch, 92150, Suresnes, France
| | - Frank Griscelli
- Service de virologie, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Jean-Eudes Fahrner
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
| | - Anne-Gaëlle Goubet
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
| | - Agathe Dubuisson
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
| | - Lisa Derosa
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Département d'Oncologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Centre d'Investigation Clinique - Biothérapie, INSERM CICBT1428, 94800, Villejuif, France
| | | | - Delphine Bredel
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Séverine Mouraud
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Caroline Pradon
- Département de Biologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Annabelle Stoclin
- Département de Réanimation, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Flore Rozenberg
- Service de Virologie, AP-HP. Centre-Université de Paris, Hôpital Cochin, Paris, France
| | - Jérôme Duchemin
- Service d'Hématologie Biologique, AP-HP, Centre-Université de Paris, Hôpital Cochin, 75014, Paris, France
| | - Georges Jourdi
- Service d'Hématologie Biologique, AP-HP, Centre-Université de Paris, Hôpital Cochin, 75014, Paris, France
- Université de Paris, Innovative Therapies in Haemostasis, INSERM 1140, F-75006, Paris, France
| | - Syrine Ellouze
- Service d'Hématologie Biologique, AP-HP, Centre-Université de Paris, Hôpital Cochin, 75014, Paris, France
| | - Françoise Levavasseur
- Université de Paris, Institut Cochin, CNRS UMR8104, INSERM U1016, 75006, Paris, France
| | - Laurence Albigès
- Département d'Oncologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | | | - Fabrice Barlesi
- Département d'Oncologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Aix Marseille University, CNRS, INSERM, CRCM, Marseille, France
| | - Eric Solary
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Département d'Hématologie, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- INSERM U1287, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Fabrice André
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Département d'Oncologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- INSERM U981, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Frédéric Pène
- Université de Paris, Institut Cochin, CNRS UMR8104, INSERM U1016, 75006, Paris, France
- Service de Médecine Intensive et Réanimation, AP-HP, Hôpital Cochin, 75014, Paris, France
| | - Félix Ackerman
- Service de Médecine Interne, Hôpital Foch, 92150, Suresnes, France
| | - Luc Mouthon
- Université de Paris, Institut Cochin, CNRS UMR8104, INSERM U1016, 75006, Paris, France
- Service de Médecine Interne, AP-HP, Hôpital Cochin, 75014, Paris, France
| | - Laurence Zitvogel
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Centre d'Investigation Clinique - Biothérapie, INSERM CICBT1428, 94800, Villejuif, France
| | - Aurélien Marabelle
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Centre d'Investigation Clinique - Biothérapie, INSERM CICBT1428, 94800, Villejuif, France
- Département d'Innovation Thérapeutique et des Essais Précoces, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Jean-Marie Michot
- Département d'Hématologie, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Département d'Innovation Thérapeutique et des Essais Précoces, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Michaela Fontenay
- Service d'Hématologie Biologique, AP-HP, Centre-Université de Paris, Hôpital Cochin, 75014, Paris, France
- Université de Paris, Institut Cochin, CNRS UMR8104, INSERM U1016, 75006, Paris, France
| | - Guido Kroemer
- Metabolomics and Cell Biology Platforms, Gustave Roussy Cancer Campus, 94800, Villejuif, France.
- Centre de Recherche des Cordeliers, Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, INSERM U1138, Institut Universitaire de France, Paris, France.
- Pôle de Biologie, Hôpital Européen Georges Pompidou, AP-HP, 75015, Paris, France.
- Suzhou Institute for Systems Biology, Chinese Academy of Sciences, Suzhou, China.
- Department of Women's and Children's Health, Karolinska University Hospital, 17176, Stockholm, Sweden.
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Loyaux R, Lecolant S, Cysique Foilan L, Pradon C, Cotteret S, Micol J, Stoclin A, Saada V, Marzac C, Arbab A. An atypical promyelocytic sarcoma and pleural effusion in a patient with Gorham's disease: Efficiency of ATRA/ATO-based treatment. Clin Case Rep 2023; 11:e7785. [PMID: 37601428 PMCID: PMC10432579 DOI: 10.1002/ccr3.7785] [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: 04/21/2023] [Revised: 06/29/2023] [Accepted: 07/03/2023] [Indexed: 08/22/2023] Open
Abstract
Key Clinical Message This is the first case of a promyelocytic sarcoma diagnosed on pleural effusion and exposed the difficulty of demonstrating a leukemic phase in patients with bone diseases, such as Gorham's disease. It also showed that promyelocytic sarcoma can be treated by ATRA/ATO-based therapy with an efficient and tolerated response. Abstract Myeloid sarcoma (MS) is a rare extramedullary tumoral infiltration of immature myeloid cells and can occur in different sites of the body, without leukemic infiltration. A 38-year-old woman patient presented at emergency with a pleural effusion, bicytopenias, and Gorham's disease, a very rare bone disorder. In the following days, she worsened with a chylothorax and pancytopenias. Pleural puncture cytologically revealed promyelocytes with Auer rods. Cytogenetic and molecular analyses subsequently confirmed the presence of the t(15:17) translocation. However, no circulating phase of these atypical promyelocytes was found. Similarly, no other origin was identified. We conclude that the patient had a MS of unknown etiology in the form of a pleural effusion with pathological promyelocytes. The patient was treated with a combination of oral all-trans retinoic acid (ATRA) and arsenic trioxide (ATO) with a cytological and molecular remission persisting 3 months after diagnosis. We report here the first case of a promyelocytic MS of pleural origin without concomitant evidence of acute promyelocytic leukemia. We also show the efficacy of ATRA/ATO treatment in this etiology.
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Affiliation(s)
- Romain Loyaux
- Medical Biology and Patholoy DepartmentGustave RoussyVillejuifFrance
| | - Solène Lecolant
- Medical Biology and Patholoy DepartmentGustave RoussyVillejuifFrance
| | | | - Caroline Pradon
- Medical Biology and Patholoy DepartmentGustave RoussyVillejuifFrance
| | - Sophie Cotteret
- Medical Biology and Patholoy DepartmentGustave RoussyVillejuifFrance
| | | | | | - Véronique Saada
- Medical Biology and Patholoy DepartmentGustave RoussyVillejuifFrance
| | - Christophe Marzac
- Medical Biology and Patholoy DepartmentGustave RoussyVillejuifFrance
| | - Ahmadreza Arbab
- Medical Biology and Patholoy DepartmentGustave RoussyVillejuifFrance
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3
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Soumoy L, Quidville V, Fredeau L, Claps G, Pradon C, Lacroix L, Routier E, Belkadi D, Roy S, Chehade F, Vagner S, Robert C. Abstract 2177: Roles of lactate dehydrogenase (LDH) in melanoma: an underestimated prognostic biomarker. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-2177] [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: High LDH activity is associated with a poor prognosis in many cancer types, especially in melanoma where it is the strongest indicator of poor outcome even with the most potent anticancer immunotherapies or targeted therapies. Although high LDH blood activity is often associated with high tumor burden, this is not always the case and there is no definitive demonstration that blood LDH activity is directly derived from tumors cells. Our objectives were 1) to explore the biological impact of LDHA and LDHB independently of their metabolic function 2) to explore the respective prognostic values of the 5 LDH isoforms as well as the relationship between tumor and blood LDH isoforms repartition in melanoma patients.
Material, Patients, Methods: A375 melanoma cells cultured in glucose or galactose (to evaluate glycolytic independent effects) were silenced for LDHA or LDHB expression using si-RNAs. RNAseq analysis of total RNAs and polysomal RNAs was performed to explore the transcriptional and translational impacts of LDHA and LDHB expression. In melanoma patients treated with immunotherapy, the enzymatic activities of each of the 5 LDH isoforms (encoded by LDHA and LDHB) were measured in tumors and blood samples. The prognostic values of the distinct isoforms as well as the correlation between the isoforms distribution in blood and tumors were evaluated.
Results: In vitro, independently of their metabolic effect, both LDHA and LDHB had distinct transcriptional and translational impacts on the control of several key oncogenic pathways (adhesion, survival, proliferation, immunity) with a more important effect of LDHA vs LDHB silencing. In vivo, among 64 melanoma patients including 25% with high LDH, high LDH1 (B4) activity was significantly associated with response and overall survival (OS) whereas high LDH4 (A3B1) was inversely associated with response and OS. LDH1 and LDH4 were associated with survival even among patients with normal LDH levels. For patients with paired (tumor and blood) isoforms analysis, there was no correlation between isoforms repartition suggesting that blood LDH activity is not directly related to tumor LDH. Conclusion: In addition to their metabolic activity, LDH enzymes, particularly LDHA, control several key oncogenic pathways at the transcriptional level but also at the translational level for a set of genes involved in cancer biology. LDH1 and LDH4 isoforms blood levels are differentially correlated with response to immunotherapy and survival. They are more robust prognostic biomarkers than total blood LDH level used in our daily practice. Thus, LDH is much more than just a marker of tumor burden in melanoma and the origins, the significance and the roles of blood LDH isoforms need to be revisited. These results highlight the need to develop anticancer drugs targeting LDH, and especially LDHA.
Citation Format: Laura Soumoy, Virginie Quidville, Lisa Fredeau, Giuseppina Claps, Caroline Pradon, Ludovic Lacroix, Emilie Routier, Djaouida Belkadi, Séverine Roy, Feras Chehade, Stephan Vagner, Caroline Robert. Roles of lactate dehydrogenase (LDH) in melanoma: an underestimated prognostic biomarker [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 2177.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Caroline Robert
- 4Gustave Roussy & Paris Saclay University, Villejuif, France
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4
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Lamy C, Tissot H, Faron M, Baudin E, Lamartina L, Pradon C, Al Ghuzlan A, Leboulleux S, Perfettini JL, Paci A, Hadoux J, Broutin S. Succinate: A Serum Biomarker of SDHB-Mutated Paragangliomas and Pheochromocytomas. J Clin Endocrinol Metab 2022; 107:2801-2810. [PMID: 35948272 DOI: 10.1210/clinem/dgac474] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Indexed: 11/19/2022]
Abstract
CONTEXT Pheochromocytomas and paragangliomas (PPGL) are rare neuroendocrine tumors that are frequently associated with succinate dehydrogenase (SDH) germline mutations. When mutated, SDH losses its function, thus leading to succinate accumulation. OBJECTIVE In this study, we evaluated serum succinate levels as a new metabolic biomarker in SDHx-related carriers. METHODS Retrospective monocentric study of 88 PPGL patients (43 sporadic, 35 SDHB, 10 SDHA/C/D), 17 tumor-free familial asymptomatic carriers (13 SDHB, 4 SDHC/D), and 60 healthy controls. Clinical, biological, and imaging data were reviewed. Serum succinate levels (n = 280) were quantified by an ultra-performance liquid chromatography coupled to a tandem mass spectrometry method and correlated to SDHx mutational status, disease extension, and other biological biomarkers. RESULTS Serum succinate levels > 7 μM allowed identification of tumor-free asymptomatic SDHB-mutated cases compared to a healthy control group (100% specificity; 85% sensitivity). At PPGL diagnosis, SDHB-mutated patients had a significantly increased median succinate level (14 μM) compared to sporadic patients (8 μM) (P < 0.01). Metastatic disease extension was correlated to serum succinate levels (r = 0.81). In the SDHB group, patients displaying highest tumor burdens showed significant increased succinate levels compared to the sporadic group (P < 0.0001). CONCLUSIONS In this pilot study, we showed that serum succinate level is an oncometabolic biomarker that should be useful to identify SDHB-related carriers. Succinate levels are also a marker of metabolic tumor burden in patients with a metastatic PPGL and a potential marker of treatment response and follow-up.
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Affiliation(s)
- Constance Lamy
- Université Paris-Saclay, Gustave Roussy, Inserm UMR1030, Molecular Radiotherapy and Therapeutic Innovation, Villejuif, France
- Gustave Roussy, Villejuif, France
| | - Hubert Tissot
- Gustave Roussy, Department of Nuclear Medicine, Villejuif, France
| | - Matthieu Faron
- Université Paris-Saclay, UVSQ, Inserm, CESP, Villejuif, France
- Gustave Roussy, Department of Digestive Surgery, Villejuif, France
| | - Eric Baudin
- Gustave Roussy, Department of Endocrine Oncology, Villejuif, France
| | - Livia Lamartina
- Gustave Roussy, Department of Endocrine Oncology, Villejuif, France
| | - Caroline Pradon
- Gustave Roussy, Department of Medical Biology and Pathology, Villejuif, France
| | - Abir Al Ghuzlan
- Gustave Roussy, Department of Medical Biology and Pathology, Villejuif, France
| | | | - Jean-Luc Perfettini
- Université Paris-Saclay, Gustave Roussy, Inserm UMR1030, Molecular Radiotherapy and Therapeutic Innovation, Villejuif, France
- Gustave Roussy, Villejuif, France
- Department of Biomedical Sciences, University of the Pacific, Arthur A. Dugoni School of Dentistry, 155 Fifth Street, San Francisco, CA 94103, USA
| | - Angelo Paci
- Université Paris-Saclay, Gustave Roussy, Inserm UMR1030, Molecular Radiotherapy and Therapeutic Innovation, Villejuif, France
- Gustave Roussy, Department of Medical Biology and Pathology, Villejuif, France
| | - Julien Hadoux
- Gustave Roussy, Department of Endocrine Oncology, Villejuif, France
| | - Sophie Broutin
- Université Paris-Saclay, Gustave Roussy, Inserm UMR1030, Molecular Radiotherapy and Therapeutic Innovation, Villejuif, France
- Gustave Roussy, Department of Medical Biology and Pathology, Villejuif, France
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5
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Fahrner JE, Lahmar I, Goubet AG, Haddad Y, Carrier A, Mazzenga M, Drubay D, Alves Costa Silva C, de Sousa E, Thelemaque C, Melenotte C, Dubuisson A, Geraud A, Ferrere G, Birebent R, Bigenwald C, Picard M, Cerbone L, Lérias JR, Laparra A, Bernard-Tessier A, Kloeckner B, Gazzano M, Danlos FX, Terrisse S, Pizzato E, Flament C, Ly P, Tartour E, Benhamouda N, Meziani L, Ahmed-Belkacem A, Miyara M, Gorochov G, Barlesi F, Trubert A, Ungar B, Estrada Y, Pradon C, Gallois E, Pommeret F, Colomba E, Lavaud P, Deloger M, Droin N, Deutsch E, Gachot B, Spano JP, Merad M, Scotté F, Marabelle A, Griscelli F, Blay JY, Soria JC, Merad M, André F, Villemonteix J, Chevalier MF, Caillat-Zucman S, Fenollar F, Guttman-Yassky E, Launay O, Kroemer G, La Scola B, Maeurer M, Derosa L, Zitvogel L. The Polarity and Specificity of Antiviral T Lymphocyte Responses Determine Susceptibility to SARS-CoV-2 Infection in Patients with Cancer and Healthy Individuals. Cancer Discov 2022; 12:958-983. [PMID: 35179201 PMCID: PMC9394394 DOI: 10.1158/2159-8290.cd-21-1441] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [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] [Received: 11/03/2021] [Revised: 01/10/2022] [Accepted: 01/31/2022] [Indexed: 01/07/2023]
Abstract
Vaccination against coronavirus disease 2019 (COVID-19) relies on the in-depth understanding of protective immune responses to severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2). We characterized the polarity and specificity of memory T cells directed against SARS-CoV-2 viral lysates and peptides to determine correlates with spontaneous, virus-elicited, or vaccine-induced protection against COVID-19 in disease-free and cancer-bearing individuals. A disbalance between type 1 and 2 cytokine release was associated with high susceptibility to COVID-19. Individuals susceptible to infection exhibited a specific deficit in the T helper 1/T cytotoxic 1 (Th1/Tc1) peptide repertoire affecting the receptor binding domain of the spike protein (S1-RBD), a hotspot of viral mutations. Current vaccines triggered Th1/Tc1 responses in only a fraction of all subject categories, more effectively against the original sequence of S1-RBD than that from viral variants. We speculate that the next generation of vaccines should elicit Th1/Tc1 T-cell responses against the S1-RBD domain of emerging viral variants. SIGNIFICANCE This study prospectively analyzed virus-specific T-cell correlates of protection against COVID-19 in healthy and cancer-bearing individuals. A disbalance between Th1/Th2 recall responses conferred susceptibility to COVID-19 in both populations, coinciding with selective defects in Th1 recognition of the receptor binding domain of spike. See related commentary by McGary and Vardhana, p. 892. This article is highlighted in the In This Issue feature, p. 873.
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Affiliation(s)
- Jean-Eudes Fahrner
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin Bicêtre, France.,Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France.,Transgene S.A., Illkirch-Graffenstaden, France
| | - Imran Lahmar
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin Bicêtre, France.,Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Anne-Gaëlle Goubet
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin Bicêtre, France.,Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Yacine Haddad
- Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Agathe Carrier
- Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Marine Mazzenga
- Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Damien Drubay
- Gustave Roussy, Villejuif, France.,Département de Biostatistique et d'Epidémiologie, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Carolina Alves Costa Silva
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin Bicêtre, France.,Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Lyon COVID Study Group
- Open Innovation & Partnerships (OIP), bioMérieux S.A., Marcy l'Etoile, France. R&D – Immunoassay, bioMérieux S.A., Marcy l'Etoile, France.,Joint Research Unit Hospices Civils de Lyon-bioMérieux, Civils Hospices of Lyon, Lyon Sud Hospital, Pierre-Bénite, France.,International Center of Research in Infectiology, Lyon University, INSERM U1111, CNRS UMR 5308, ENS, UCBL, Lyon, France.,Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, France
| | - Eric de Sousa
- ImmunoTherapy/ImmunoSurgery, Champalimaud Centre for the Unknown, Lisboa, Portugal
| | - Cassandra Thelemaque
- Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Cléa Melenotte
- Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France.,Aix-Marseille Université, Institut Hospitalo-Universitaire, Institut de Recherche pour le Développement, Assistance Publique – Hôpitaux de Marseille, Microbes Evolution Phylogeny and Infections, Marseille, France
| | - Agathe Dubuisson
- Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Arthur Geraud
- Gustave Roussy, Villejuif, France.,Département d'Innovation Thérapeutique et d'Essais Précoces (DITEP), Gustave Roussy, Villejuif, France.,Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
| | - Gladys Ferrere
- Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Roxanne Birebent
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin Bicêtre, France.,Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Camille Bigenwald
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin Bicêtre, France.,Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Marion Picard
- Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Luigi Cerbone
- Gustave Roussy, Villejuif, France.,Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
| | - Joana R. Lérias
- ImmunoTherapy/ImmunoSurgery, Champalimaud Centre for the Unknown, Lisboa, Portugal
| | - Ariane Laparra
- Gustave Roussy, Villejuif, France.,Département d'Innovation Thérapeutique et d'Essais Précoces (DITEP), Gustave Roussy, Villejuif, France.,Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
| | - Alice Bernard-Tessier
- Gustave Roussy, Villejuif, France.,Département d'Innovation Thérapeutique et d'Essais Précoces (DITEP), Gustave Roussy, Villejuif, France.,Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
| | - Benoît Kloeckner
- Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Marianne Gazzano
- Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - François-Xavier Danlos
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin Bicêtre, France.,Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Safae Terrisse
- Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Eugenie Pizzato
- Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Caroline Flament
- Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Pierre Ly
- Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Eric Tartour
- Center of clinical investigations BIOTHERIS, INSERM CIC1428, Gustave Roussy, Villejuif, France.,Department of Immunology, Hôpital Européen Georges Pompidou, APHP, Paris, France
| | - Nadine Benhamouda
- Center of clinical investigations BIOTHERIS, INSERM CIC1428, Gustave Roussy, Villejuif, France.,Department of Immunology, Hôpital Européen Georges Pompidou, APHP, Paris, France
| | | | | | - Makoto Miyara
- Univ Paris Est Créteil, INSERM U955, IMRB, Créteil, France
| | - Guy Gorochov
- Univ Paris Est Créteil, INSERM U955, IMRB, Créteil, France
| | - Fabrice Barlesi
- Gustave Roussy, Villejuif, France.,Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France.,Sorbonne Université/Institut National de la Santé et de la Recherche Médicale, U1135, Centre d'Immunologie et des Maladies Infectieuses, Hôpital Pitié-Salpêtrière, Assistance Publique – Hôpitaux de Paris, Paris, France
| | - Alexandre Trubert
- Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Benjamin Ungar
- Aix Marseille University, CNRS, INSERM, CRCM, Marseille, France
| | - Yeriel Estrada
- Department of Dermatology, Center of Excellence in Eczema Laboratory of Inflammatory Skin Diseases, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Caroline Pradon
- Gustave Roussy, Villejuif, France.,Laboratory of Inflammatory Skin Diseases, Icahn School of Medicine at Mount Sinai, New York, New York.,Centre de Ressources Biologiques, ET-EXTRA, Gustave Roussy, Villejuif, France
| | - Emmanuelle Gallois
- Gustave Roussy, Villejuif, France.,Département de Biologie Médicale et Pathologie Médicales, Service de Biochimie, Gustave Roussy, Villejuif, France
| | - Fanny Pommeret
- Gustave Roussy, Villejuif, France.,Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
| | - Emeline Colomba
- Gustave Roussy, Villejuif, France.,Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
| | - Pernelle Lavaud
- Gustave Roussy, Villejuif, France.,Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
| | - Marc Deloger
- Département de Biologie Médicale et Pathologie Médicales, Service de Microbiologie, Gustave Roussy, Villejuif, France
| | - Nathalie Droin
- Gustave Roussy, Plateforme de Bioinformatique, Université Paris-Saclay, INSERM US23, CNRS UMS, Villejuif, France
| | - Eric Deutsch
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin Bicêtre, France.,Gustave Roussy, Villejuif, France.,Gustave Roussy, Plateforme de génomique, Université Paris-Saclay, INSERM US23, CNRS UMS, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, U1030, Gustave Roussy, Villejuif, France
| | - Bertrand Gachot
- Gustave Roussy, Villejuif, France.,Département de Radiothérapie, Gustave Roussy, Villejuif, France
| | | | - Mansouria Merad
- Gustave Roussy, Villejuif, France.,Department of Medical Oncology, Pitié-Salpétrière Hospital, APHP, Sorbonne Université, Paris, France
| | - Florian Scotté
- Gustave Roussy, Villejuif, France.,Service de Médecine aigue d’Urgence en Cancérologie, Gustave Roussy, Villejuif, France
| | - Aurélien Marabelle
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin Bicêtre, France.,Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France.,Département d'Innovation Thérapeutique et d'Essais Précoces (DITEP), Gustave Roussy, Villejuif, France.,Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France.,Département Interdisciplinaire d'Organisation des Parcours Patients, Gustave Roussy, Villejuif, France
| | - Frank Griscelli
- Gustave Roussy, Villejuif, France.,Département de Biologie Médicale et Pathologie Médicales, Service de Biochimie, Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale – UMR935/UA9, Université Paris-Saclay, Villejuif, France.,INGESTEM National IPSC Infrastructure, Université de Paris-Saclay, Villejuif, France.,Université de Paris, Faculté des Sciences Pharmaceutiques et Biologiques, Paris, France
| | - Jean-Yves Blay
- Centre Léon Bérard, Lyon, France.,Université Claude Bernard, Lyon, France.,Unicancer, Paris, France
| | - Jean-Charles Soria
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin Bicêtre, France.,Gustave Roussy, Villejuif, France
| | - Miriam Merad
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York.,Department of Oncological Science, Icahn School of Medicine at Mount Sinai, New York, New York.,Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Fabrice André
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin Bicêtre, France.,Gustave Roussy, Villejuif, France.,Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, U981, Gustave Roussy, Villejuif, France
| | - Juliette Villemonteix
- Laboratoire d'Immunologie et Histocompatibilité, Hôpital Saint-Louis, APHP, Université de Paris, Paris, France
| | - Mathieu F. Chevalier
- INSERM UMR 976, Institut de Recherche Saint-Louis, Université de Paris, Paris, France
| | - Sophie Caillat-Zucman
- Laboratoire d'Immunologie et Histocompatibilité, Hôpital Saint-Louis, APHP, Université de Paris, Paris, France.,INSERM UMR 976, Institut de Recherche Saint-Louis, Université de Paris, Paris, France
| | - Florence Fenollar
- IHU Méditérranée Infection, VITROME, IRD, AP-HM, SSA, Aix-Marseille University, Marseille, France
| | - Emma Guttman-Yassky
- Department of Dermatology, Center of Excellence in Eczema Laboratory of Inflammatory Skin Diseases, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Odile Launay
- Université de Paris, Inserm CIC 1417, I-Reivac, APHP, Hopital Cochin, Paris, France
| | - Guido Kroemer
- Centre de Recherche des Cordeliers, Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France.,Metabolomics and Cell Biology Platforms, Gustave Roussy Cancer Center, Université Paris-Saclay, Villejuif, France.,Pôle de Biologie, Hôpital Européen George Pompidou, Assistance Publique – Hôpitaux de Paris, Paris, France
| | - Bernard La Scola
- Institut Hospitalo-Universitaire, Méditerranée Infection, Marseille, France
| | - Markus Maeurer
- ImmunoTherapy/ImmunoSurgery, Champalimaud Centre for the Unknown, Lisboa, Portugal.,Medizinische Klinik, Johannes Gutenberg University Mainz, Germany
| | - Lisa Derosa
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin Bicêtre, France.,Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France.,Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
| | - Laurence Zitvogel
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin Bicêtre, France.,Gustave Roussy, Villejuif, France.,Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France.,Center of clinical investigations BIOTHERIS, INSERM CIC1428, Gustave Roussy, Villejuif, France.,Corresponding Author: Laurence Zitvogel, University Paris-Saclay, Gustave Roussy Cancer Center, 114 rue Edouard Vaillant, Villejuif Cedex 94805, France. Phone: 331-4211-5041; E-mail:
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Meglio AD, Christodoulidis S, Soldato D, Noce AD, Presti D, Havas J, Dubuisson F, Pistilli B, Camara-Clayette V, Charles C, Ganz PA, Bower J, Partridge AH, Jacquet A, Everhard S, Boyault S, André F, Cournede PH, Michiels S, Pradon C, Vaz-Luis I. Abstract P4-11-01: Development of a clinico-bio-behavioral model for cancer-related fatigue (CRF) incorporating inflammatory biomarkers and proteomic data. Cancer Res 2022. [DOI: 10.1158/1538-7445.sabcs21-p4-11-01] [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: We previously developed a clinico-behavioral model of CRF and reported an increased risk of severe CRF among survivors of breast cancer (BC) receiving adjuvant hormonal therapy (HT) (Di Meglio A, ASCO 2021). We now aim to comprehensively explore the contribution of relevant serum proteins in explaining CRF. We adopted a multimodal approach, both (1) hypothesis-driven, based on the rationale that deregulation of systemic inflammatory processes and mediators of immunologic or neuroendocrine activation are associated with vulnerability to CRF, and (2) discovery-driven, based on proteomic analyses. Methods: Women with stage I-III HR+/HER2- tumors receiving HT (N=1153) were included from the multicenter, prospective CANTO cohort (NCT01993498). The primary outcome of interest was severe post-treatment global CRF at year-2 (Y2) after diagnosis (score ≥ 40/100, EORTC QLQ-C30). Secondary outcomes included CRF dimensions (physical, emotional, cognitive; EORTC QLQ-FA12). For the hypothesis-driven analyses, pre-treatment blood samples were profiled (Randox Laboratories Limited, UK) at diagnosis of BC, using a multi-biomarker panel assessing IL6, TNFα, IL1RA, CRP, IL2, IL1β, IFNγ, IL10, IL1A, IL4, and IL8. Pre-specified pre-treatment clinico-behavioral covariates (age, BMI, smoking status, psychological, and pre-treatment symptom burden, based on previously developed models) were forced into a multivariable logistic regression. Biomarkers were retained by Augmented Backwards Elimination (p<0.05) only if significantly associated with CRF. For the discovery approach, we used hyper-reaction monitoring mass spectrometry for the unbiased quantification of all detectable peptides and proteins in human plasma samples at diagnosis (Biognosys, CH), among a discovery subset (N=462). We then aimed to identify a proteomic signature associated with severe CRF at Y2. Log-transformed protein intensities were analyzed in terms of differential expression. The proteins that were identified to be significantly different among the patients reporting and not reporting severe CRF were then used to train a logistic regression model. Results: Prevalence of severe global CRF increased from 21.6% at diagnosis to 34.8% at Y2. In the final model, higher pre-treatment levels of IL6 and lower levels of IFNγ and IL10 were significant predictors of severe global CRF at Y2 (Table). The AUC of this clinico-bio-behavioral model was 0.78 (95%CI 0.75 - 0.82) and was suggestive of an improved performance as compared to clinico-behavioral models. Among CRF dimensions, a significant association emerged only between CRP and severe cognitive CRF (outcome prevalence at Y2 14.2%; adjusted OR per CRP log-unit increase 1.40 [95%CI 1.01-1.93]).
In the discovery subset, several proteins were identified as differentially regulated (p<0.05) among patients reporting and not reporting severe CRF at Y2. Most of these were related to coagulation pathways (including C4BPA, C4BPB, HABP2, PLF4, PROS). However, models incorporating proteomic data did not seem to augment the predictive ability compared to clinico-behavioral models. Conclusions: Using clinical and biological pre-treatment measurements, it may be possible to identify a subset of BC patients at high risk for increased post-treatment CRF while on HT. This provides the possibility of testing dedicated preventive interventions.
Table. Clinico-bio-behavioral model of pre-treatment predictors of severe global CRF at Y2, incorporating circulating inflammatory biomarkers.Adjusted OR§ (95% CI)Age, per additional 1 year0.98 (0.96-0.99)BMI, per additional unit1.02 (0.99-1.06)Current smoker, vs never2.27 (1.47-3.51)Former smoker, vs never0.97 (0.64-1.46)Anxiety case*, vs normal1.13 (0.75-1.70)Doubtful anxiety*, vs normal1.11 (0.73-1.68)Pre-treatment Insomnia**, per additional 10 points1.09 (1.04-1.15)Pre-treatment Pain**, per additional 10 points1.10 (1.01-1.18)Severe pre-treatment CRF**, vs no4.70 (3.13-7.05)IL6***1.72 (1.25-2.36)IL1RA***1.24 (0.85-1.81)IL2***1.43 (0.99-2.08)IFNγ***0.54 (0.30-0.95)IL10***0.40 (0.18-0.87)IL4***1.47 (0.67-3.20)IL8***1.15 (0.83-1.60)OR= Odds Ratio; CI= Confidence Interval; §by all factors in Table; *HADS; **QLQ-C30; ***per log-unit increase
Citation Format: Antonio Di Meglio, Stergios Christodoulidis, Davide Soldato, Antonin Della Noce, Daniele Presti, Julie Havas, Florine Dubuisson, Barbara Pistilli, Valerie Camara-Clayette, Cecile Charles, Patricia A Ganz, Julienne Bower, Ann H Partridge, Alexandra Jacquet, Sibille Everhard, Sandrine Boyault, Fabrice André, Paul-Henry Cournede, Stefan Michiels, Caroline Pradon, Ines Vaz-Luis. Development of a clinico-bio-behavioral model for cancer-related fatigue (CRF) incorporating inflammatory biomarkers and proteomic data [abstract]. In: Proceedings of the 2021 San Antonio Breast Cancer Symposium; 2021 Dec 7-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2022;82(4 Suppl):Abstract nr P4-11-01.
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Soldato D, Meglio AD, Pradon C, Noce AD, Presti D, Havas J, Dubuisson F, Pistilli B, Camara-Clayette V, André F, Jacquet A, Everhard S, Boyault S, Cournede PH, Michiels S, Vaz-Luis I, Christodoulidis S. Abstract P4-11-34: An integrated clinical, behavioral and biological model to predict the risk of weight gain among breast cancer survivors (BCS). Cancer Res 2022. [DOI: 10.1158/1538-7445.sabcs21-p4-11-34] [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: Weight management is an integral part of survivorship care. Excess weight in BCS is associated with worse clinical outcomes and quality of life. Early identification of BCS at risk of gaining substantial weight could lead to prompt and tailored interventions. We aimed at developing a predictive model of weight gain that integrates clinical, behavioral and biological data. Methods: We included patients with stage I-III BC from the CANTO cohort (NCT01993498). CANTO collects longitudinal data, including objective anthropometric measures, at diagnosis (dx), 1 (T1), 2 (T2) and 4 (T3) years after dx. In addition, profiling of blood samples obtained at dx was performed for two sub-cohorts with HR+/HER2- BC for quantification of: (1) inflammatory and metabolic biomarkers (IL6, TNFα, IL1RA, CRP, IL2, IL1β, IFNγ, IL10, IL1A, IL4, IL8, ADPN, LEPT, INS, RETN) and (2) detectable proteins using hyper reaction mass spectrometry (Biognosys). Our outcome of interest was weight gain (increase ≥ 5%) compared to dx. First, multivariable logistic regression with bootstrapped Augmented Backwards Elimination (ABE) retained associations between weight gain and clinico-behavioral covariates. To assess contribution of biologic data, ABE retained associations between weight gain and biomarkers, correcting for significant covariates. Models were validated using internal cross-validation and overoptimism-correction. For proteomics, proteins relative intensity was calculated, and a bootstrapped differential protein expression analysis identified proteins associated with weight gain that were then included in logistic regression. Models performance was assessed in terms of Area Under the Curve (AUC). Results: In the overall cohort (N=9541) mean age was 56.8 (SD 11.4), mean BMI was 25.9 Kg/m2 (SD 5.4), 48.9% of pts were overweight or obese, and 52.9% received chemotherapy (CT). Overall, 16.9% (T1), 23.4% (T2), and 27.2% (T3) BCS gained weight (absolute mean change (95% CI): 6.1 kg (5.9-6.2), 6.7 kg (6.5-6.9) and 7.2 kg (6.9-7.3) at T1, T2, T3, respectively). In clinico-behavioral models, younger age, current smoking, lower income and education, receipt of CT and radiotherapy were associated with increased risk of weight gain (Table). Among 1261 BCS with biomarkers data, higher levels of IL1α (OR for 1-unit log increase [95%CI] 0.11 [0.02 - 0.65]) and of ADPN (1.36 [1.01 - 1.85]) were associated with lower and higher risk of weight gain at T2 and T3, respectively. Performance of models integrating these biomarkers was similar to clinico-behavioral models. Among 462 BCS with proteomic profiling, preliminary data showed that higher relative abundance of IgG Fc Binding Protein (OR 0.44, p<.05) and Tubulin-1 (OR 0.73, p<.05) was associated with lower risk of weight gain at T1. AUC of model integrating clinical and proteomics data was 0.74 (0.58-0.90). Conclusions: Over one-in-four BCS in the CANTO cohort experienced meaningful weight gain 4 years after dx. This large, multidimensional study confirms the role of clinico-behavioral risk factors for weight gain. However, the predictive ability of clinico-behavioral models seems suboptimal. The exploitation of additional data dimensions, including serum proteins and proteomic data, may help improve predictive ability and inform underlying biological processes implicated in weight gain after BC. Further studies will aim at improving model stability, particularly for proteomics analyses.
Table. Models of weight gain in the overall cohort.T1 (N= 8397)T2 (N= 7663)T3 (N= 5802)Clinical predictors OR* (95% CI)OR* (95% CI)OR* (95% CI)Age, 1-year increase0.96 (0.94 - 0.97)0.96 (0.95 - 0.97)0.96 (0.95 - 0.97)BMI, 1-unit increaseNRNS0.97 (0.94 - 0.99)Education, primary vs collegeNS1.57 (1.04 - 2.39)NREducation, high school vs college1.38 (1.04 - 1.83)1.54 (1.21 - 1.98)NRIncome, ≥ 1500 and <3000 vs >3000NRNR1.29 (1.00 - 1.66)Smoke, current vs never1.70 (1.24 - 2.33)NR1.53 (1.12 - 2.08)Chemotherapy, yes vs no1.40 (1.07 - 1.82)1.31 (1.01 - 1.69)NRRadiotherapy, yes vs no2.10 (1.10 - 3.99)NR1.83 (1.08 - 3.12)AUC (95% CI) - clinical models0.65 (0.63 - 0.68)0.64 (0.61 - 0.67)0.65 (0.63 - 0.68)AUC (95% CI) - clinical + inflammatory and metabolic biomarkers models, [N]0.65 (0.60 - 0.70), [1179]0.66 (0.62 - 0.70), [948]0.67 (0.63 - 0.71), [1017]AUC (95% CI) - clinical and proteomics models, [N]0.74 (0.58 - 0.90), [462]0.65 (0.50 - 0.81), [462]NEOR= Odds Ratio, CI= Confidence Interval, NR= Not Retained, NS= Not significant, NE= Not evaluated *Adjusted by age, menopause, smoke, socioeconomic, psychological, tumor and treatments **Significant covariates from previous models were forced and ABE selected significant variables among all circulating biomarkers.
Citation Format: Davide Soldato, Antonio Di Meglio, Caroline Pradon, Antonin Della Noce, Daniele Presti, Julie Havas, Florine Dubuisson, Barbara Pistilli, Valerie Camara-Clayette, Fabrice André, Alexandra Jacquet, Sibille Everhard, Sandrine Boyault, Paul-Henry Cournede, Stefan Michiels, Ines Vaz-Luis, Stergios Christodoulidis. An integrated clinical, behavioral and biological model to predict the risk of weight gain among breast cancer survivors (BCS) [abstract]. In: Proceedings of the 2021 San Antonio Breast Cancer Symposium; 2021 Dec 7-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2022;82(4 Suppl):Abstract nr P4-11-34.
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Presti D, Joly F, Soldato D, Christodoulidis S, Noce AD, Havas J, Dubuisson F, Pistilli B, Camara-Clayette V, André F, Martin AL, Jacquet A, Boyault S, Bièche I, Coutant C, Cournede PH, Michiels S, Pradon C, Vaz-Luis I, Meglio AD. Abstract P4-11-09: Cancer-related cognitive impairment (CRCI) in early breast cancer (BC) survivors. Cancer Res 2022. [DOI: 10.1158/1538-7445.sabcs21-p4-11-09] [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: Up to 35% BC survivors who receive adjuvant treatment (tx) experience severe CRCI, which has a significant impact on quality of life, disrupting daily functioning as well as self-esteem, self-confidence, and work ability. However, limited tools exist to predict the risk of CRCI. We aimed to develop a comprehensive model of severe CRCI, including clinical and serum inflammatory protein data. Methods: We included 8875 patients (pts) with stage I-III BC from the multicenter, prospective CANTO cohort (NCT01993498). Longitudinal data were collected at diagnosis (dx), 1 (T1), 2 (T2) and 4 (T3) years post-dx. Our outcome of interest was severe cognitive impairment at T1, T2, and T3 (score < 75/100, EORTC QLQ-C30, Giesinger JM 2020). Multivariable logistic regression models retained associations between baseline clinical variables (sociodemographic, psychological, tumor, and tx-related) with severe CRCI by bootstrapped Augmented Backwards Elimination (ABE). Among a subset of patients with HR+/HER2- BC (N= 1151), blood samples were profiled at dx using a multi-biomarker inflammatory panel assessing IL6, TNFα, IL1RA, CRP, IL2, IL1β, IFNγ, IL10, IL1A, IL4, IL8, and monocyte chemoattractant protein-1 (MCP-1). All biomarkers were incorporated simultaneously into a model of severe CRCI and retained only if significantly associated with CRCI by ABE (p<0.05). Previously retained clinical associations were forced into the model. Results: In the overall cohort, mean age at dx was 56.7 years (SD 11.3), and 52.7% and 81.3% of pts received chemotherapy and hormonal therapy, respectively. Prevalence rates of severe CRCI were 31.2% (dx), 31.4% (T1), 30.9% (T2), and 29.9% (T3). Severe post-tx CRCI was consistently associated with severe pre-tx pain and severe pre-tx CRCI. Severe pre-tx fatigue, younger age, anxiety symptoms and hot flashes at dx were also associated with increased odds of severe CRCI at some post-dx time-points (Table 1). Models Area Under the Curve (AUC) were 0.73 (95% confidence intervals [CI] 0.70-0.76) at T1, 0.69 (CI 0.65-0.72) at T2, and 0.68 (CI 0.63-0.72) at T3. Among pts with available serum biomarkers, no significant associations were observed between inflammatory proteins and CRCI at any time point. Performance of models incorporating inflammatory biomarkers was similar to clinical-only models (Table 2). Conclusions: Almost 1/3 of BC survivors in this cohort reported severe CRCI. This rate was stable throughout the survivorship period and did not seem to be affected by cancer-specific or tx-related factors, or inflammatory biomarkers. Pts age and concomitant symptom burden at dx emerged as consistent associations with severe CRCI. A description of the average population risk of CRCI using a self-reported, global evaluation scale may not fully describe the granularity of this phenomenon. Further studies building on dedicated, objective measurements, may help identify latent classes of pts experiencing a major decline in cognitive function following BC tx, and for whom a contribution of biology may help explain inter-individual variability and underlying biological processes.
Table 1.Models of severe CRCI in the overall cohort: clinical predictors.T1 (N=7724)T2 (N=6825)T3 (N=4706)OR* (95% CI)OR* (95% CI)OR* (95% CI)Severe Pain**, vs no1.50 (1.09-2.07)1.93 (1.39-2.69)1.55 (1.03-2.34)Severe pre-tx CRCI**, vs no3.69 (2.70-5.05)2.53 (1.85-3.46)2.21 (1.47-3.32)Severe Fatigue**, vs no1.50 (1.06-2.11)1.61 (1.13-2.28)1.08 (0.69-1.70)Age (continous)0.98 (0.97-0.99)NR0.98 (0.96-0.99)Menopause, post- vs pre-NR0.73 (0.54-0.98)NRAnxiety, case vs normalNRNR1.82 (1.13-2.92)Anxiety, borderline vs normalNRNR1.84 (1.17-2.91)Hot flashes, vs no1.25 (0.92-1.69)1.20 (0.87-1.65)1.64 (1.10-2.43)Corrected AUC0.73 (0.70-0.76)0.69 (0.65-0.72)0.68 (0.63-0.72)OR= Odds Ratio, CI= Confidence Interval, NR= Not Retained; *Adjusted by BMI, alcohol, smoke, socioeconomic, psychological, tumor and tx; **QLQ-C30
Table 2.Models of severe CRCI in the overall cohort**: biological biomarkers.T1 (N=1094)T2 (N=1091)T3 (N=870)OR* (95% CI)OR* (95% CI)OR* (95% CI)IL6NR0.80 (0.46-1.40)1.01 (0.64-1.60)IL1RA0.66 (0.37-1.17)0.88 (0.50-1.55)NRCRP0.94 (0.60-1.48)1.44 (0.92-2.27)NRIL20.93 (0.55-1.57)1.10 (0.61-1.97)NRIL1βNR1.55 (0.71-3.40)NRIFNγ1.86 (0.69-5.01)0.75 (0.25-2.22)NRIL101.05 (0.34-3.27)1.27 (0.58-2.78)NRIL1A0.71 (0.15-3.33)0.80 (0.17-3.66)NRIL80.96 (0.58-1.58)NRNRTNFαNR1.35 (0.67-2.73)NRMCP-11.07 (0.64-1.78)0.83 (0.51-1.35)0.80 (0.48-1.31)Corrected AUC0.72 (0.67-0.77)0.70 (0.65-0.75)0.67 (0.62-0.72)OR= Odds Ratio, CI= Confidence Interval, NR= Not Retained; *Adjusted by BMI, alcohol, smoke, socioeconomic, psychological, tumor and tx; ** Clinical predictors from previous models were forced in the models at each time-point
Citation Format: Daniele Presti, Florence Joly, Davide Soldato, Stergios Christodoulidis, Antonin Della Noce, Julie Havas, Florine Dubuisson, Barbara Pistilli, Valerie Camara-Clayette, Fabrice André, Anne-Laure Martin, Alexandra Jacquet, Sandrine Boyault, Ivan Bièche, Charles Coutant, Paul-Henry Cournede, Stefan Michiels, Caroline Pradon, Ines Vaz-Luis, Antonio Di Meglio. Cancer-related cognitive impairment (CRCI) in early breast cancer (BC) survivors [abstract]. In: Proceedings of the 2021 San Antonio Breast Cancer Symposium; 2021 Dec 7-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2022;82(4 Suppl):Abstract nr P4-11-09.
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Mariette X, Hermine O, Tharaux PL, Resche-Rigon M, Porcher R, Ravaud P, Bureau S, Dougados M, Tibi A, Azoulay E, Cadranel J, Emmerich J, Fartoukh M, Guidet B, Humbert M, Lacombe K, Mahevas M, Pene F, Pourchet-Martinez V, Schlemmer F, Yazdanpanah Y, Baron G, Perrodeau E, Vanhoye D, Kedzia C, Demerville L, Gysembergh-Houal A, Bourgoin A, Dalibey S, Raked N, Mameri L, Alary S, Hamiria S, Bariz T, Semri H, Hai DM, Benafla M, Belloul M, Vauboin P, Flamand S, Pacheco C, Walter-Petrich A, Stan E, Benarab S, Nyanou C, Montlahuc C, Biard L, Charreteur R, Dupré C, Cardet K, Lehmann B, Baghli K, Madelaine C, D'Ortenzio E, Puéchal O, Semaille C, Savale L, Harrois A, Figueiredo S, Duranteau J, Anguel N, Pavot A, Monnet X, Richard C, Teboul JL, Durand P, Tissieres P, Jevnikar M, Montani D, Bulifon S, Jaïs X, Sitbon O, Pavy S, Noel N, Lambotte O, Escaut L, Jauréguiberry S, Baudry E, Verny C, Noaillon M, Lefèvre E, Zaidan M, Le Tiec CLT, Verstuyft C, Roques AM, Grimaldi L, Molinari D, Leprun G, Fourreau A, Cylly L, Virlouvet M, Meftali R, Fabre S, Licois M, Mamoune A, Boudali Y, Georgin-Lavialle S, Senet P, Pialoux G, Soria A, Parrot A, François H, Rozensztajn N, Blin E, Choinier P, Camuset J, Rech JS, Canellas A, Rolland-Debord C, Lemarié N, Belaube N, Nadal M, Siguier M, Petit-Hoang C, Chas J, Drouet E, Lemoine M, Phibel A, Aunay L, Bertrand E, Ravato S, Vayssettes M, Adda A, Wilpotte C, Thibaut P, Fillon J, Debrix I, Fellahi S, Bastard JP, Lefèvre G, Fallet V, Gottenberg JE, Hansmann Y, Andres E, Bayer S, Becker G, Blanc F, Brin S, Castelain V, Chatelus E, Chatron E, Collange O, Danion F, De Blay F, Demonsant E, Diemunsch P, Diemunsch S, Felten R, Goichot B, Greigert V, Guffroy A, Heger B, Hutt A, Kaeuffer C, Kassegne L, Korganow AS, Le Borgne P, Lefebvre N, Martin T, Mertes PM, Metzger C, Meyer N, Nisand G, Noll E, Oberlin M, Ohlmann-Caillard S, Poindron V, Pottecher J, Ruch Y, Sublon C, Tayebi H, Weill F, Mekinian A, Abisror N, Jachiet V, Chopin D, Fain O, Garnier M, Krause le Garrec J, Morgand M, Pacanowski J, Urbina T, McAvoy C, Pereira M, Aratus G, Berard L, Simon T, Daguenel-Nguyen A, Antignac M, Leplay C, Arlet JB, Diehl JL, Bellenfant F, Blanchard A, Buffet A, Cholley B, Fayol A, Flamarion E, Godier A, Gorget T, Hamada SR, Hauw-Berlemont C, Hulot JS, Lebeaux D, Livrozet M, Michon A, Neuschwander A, Penet MA, Planquette B, Ranque B, Sanchez O, Volle G, Briois S, Cornic M, Elisee V, Jesuthasan D, Djadi-Prat J, Jouany P, Junquera R, Henriques M, Kebir A, Lehir I, Meunier J, Patin F, Paquet V, Tréhan A, Vigna V, Sabatier B, Bergerot D, Jouve C, Knosp C, Lenoir O, Mahtal N, Resmini L, Lescure FX, Ghosn J, BACHELARD A, BIRONNE T, BORIE R, BOUNHIOL A, BOUSSARD C, CHAUFFiER J, CHALAL S, CHALAL L, CHANSOMBAT M, CRESPIN P, CRESTANI B, DACONCEICAO O, DECONINCK L, DIEUDE P, DOSSIER A, DUBERT M, DUCROCQ G, FUENTES A, GERVAIS A, GILBERT M, ISERNIA V, ISMAEL S, JOLY V, JULIA Z, LARIVEN S, LE GAC S, LE PLUART D, LOUNI F, NDIAYE A, PAPO T, PARISEY M, PHUNG B, POURBAIX A, RACHLINE A, RIOUX C, SAUTEREAU A, STEG G, TARHINI H, VALAYER S, VALLOIS D, VERMES P, VOLPE T, Nguyen Y, Honsel V, Weiss E, Codorniu A, Zarrouk V, De Lastours V, Uzzan M, Olivier O, Rossi G, Gamany N, Rahli R, Louis Z, Boutboul D, Galicier L, Amara Y, Archer G, Benattia A, Bergeron A, Bondeelle L, De Castro N, Clément M, Darmont M, Denis B, Dupin C, Feredj E, Feyeux D, Joseph A, Lengliné E, Le Guen P, Liégeon G, Lorillon G, Mabrouki A, Mariotte E, Martin de Frémont G, Mirouse A, Molina JM, Peffault de Latour R, Oksenhendler E, Saussereau J, Tazi A, Tudesq JJ, Zafrani L, Brindele I, Bugnet E, Celli Lebras K, Chabert J, Djaghout L, Fauvaux C, Jegu AL, Kozaliewicz E, Meunier M, Tremorin MT, Davoine C, Madeleine I, Caillat-Zucman S, Delaugerre C, Morin F, SENE D, BURLACU R, CHOUSTERMAN B, MEGARBANE B, RICHETTE P, RIVELINE JP, FRAZIER A, VICAUT E, BERTON L, HADJAM T, VASQUEZ-IBARRA MA, JOURDAINE C, JACOB A, SMATI J, RENAUD S, MANIVET P, PERNIN C, SUAREZ L, Semerano L, ABAD S, Benainous R, Bloch Queyrat C, Bonnet N, Brahmi S, Cailhol J, Cohen Y, Comparon C, Cordel H, Dhote R, Dournon N, Duchemann B, Ebstein N, Giroux-Leprieur B, Goupil de Bouille J, Jacolot A, Nunes H, Oziel J, Rathouin V, Rigal M, Roulot D, Tantet C, Uzunhan Y, COSTEDOAT-CHALUMEAU N, Ait Hamou Z, Benghanem S, BLANCHE P, CANOUI E, CARLIER N, CHAIGNE B, CONTEJEAN A, DUNOGUE B, DUPLAND P, DUREL - MAURISSE A, GAUZIT R, JAUBERT P, Joumaa H, Jozwiak M, KERNEIS S, LACHATRE M, Lafoeste H, LEGENDRE P, LUONG NGUYEN LB, MAREY J, MORBIEU C, MOUTHON L, NGUYEN L, Palmieri LJ, REGENT A, SZWEBEL TA, TERRIER B, GUERIN C, ZERBIT J, CHEREF K, CHITOUR K, CISSE MS, CLARKE A, CLAVERE G, DUSANTER I, GAUDEFROY C, JALLOULI M, KOLTA S, LE BOURLOUT C, MARIN N, MENAGE N, MOORES A, PEIGNEY I, PIERRON C, SALEH-MGHIR S, VALLET M, MICHEL M, MELICA G, LELIEVRE JD, FOIS E, LIM P, MATIGNON M, GUILLAUD C, THIEMELE A, SCHMITZ D, BOUHRIS M, BELAZOUZ S, LANGUILLE L, MEKONTSO-DESSAPS A, SADAOUI T, Mayaux J, Cacoub P, Corvol JC, Louapre C, Sambin S, Mariani LL, Karachi C, Tubach F, Estellat C, Gimeno L, Martin K, Bah A, Keo V, Ouamri S, Messaoudi Y, Yelles N, Faye P, Cavelot S, Larcheveque C, Annonay L, Benhida J, Zahrate-Ghoul A, Hammal S, Belilita R, Lecronier M, Beurton A, Haudebourg L, Deleris R, Le Marec J, Virolle S, Nemlaghi S, Bureau C, Mora P, De Sarcus M, Clovet O, Duceau B, Grisot PH, Pari MH, Arzoine J, Clarac U, Faure M, Delemazure J, Decavele M, Morawiec E, Demoule A, Dres M, Vautier M, Allenbach Y, Benveniste O, Leroux G, Rigolet A, Guillaume-Jugnot P, Domont F, Desbois AC, Comarmond C, Champtiaux N, Toquet S, Ghembaza A, Vieira M, Maalouf G, Boleto G, Ferfar Y, Charbonnier F, AGUILAR C, ALBY-LAURENT F, ALYANAKIAN MA, BAKOUBOULA P, BROISSAND C, BURGER C, CAMPOS-VEGA C, CHAVAROT N, CHOUPEAUX L, FOURNIER B, GRANVILLE S, ISSORAT E, ROUZAUD C, VIMPERE D, Geri G, Derridj N, Sguiouar N, Meddah H, Djadel M, Chambrin-Lauvray H, Duclos-Vallée JC, Saliba F, Sacleux SC, Koumis I, Michot JM, Stoclin A, Colomba E, Pommeret F, Willekens C, Sakkal M, Da Silva R, Dejean V, Mekid Y, Ben-Mabrouk I, Pradon C, Drouard L, Camara-Clayette V, Morel A, Garcia G, Mohebbi A, Berbour F, Dehais M, Pouliquen AL, Klasen A, Soyez-Herkert L, London J, Keroumi Y, Guillot E, Grailles G, El Amine Y, Defrancq F, Fodil H, Bouras C, Dautel D, Gambier N, Dieye T, Razurel A, Bienvenu B, Lancon V, Lecomte L, Beziriganyan K, Asselate B, Allanic L, Kiouris E, Legros MH, Lemagner C, Martel P, Provitolo V, Ackermann F, Le Marchand M, Clan Hew Wai A, Fremont D, Coupez E, Adda M, Duée F, Bernard L, Gros A, Henry E, Courtin C, Pattyn A, Guinot PG, Bardou M, Maurer A, Jambon J, Cransac A, Pernot C, Mourvillier B, Servettaz A, Deslée G, Wynckel A, Benoit P, Marquis E, Roux D, Gernez C, Yelnik C, Poissy J, Nizard M, Denies F, Gros H, Mourad JJ, Sacco E, Renet S. Sarilumab in adults hospitalised with moderate-to-severe COVID-19 pneumonia (CORIMUNO-SARI-1): An open-label randomised controlled trial. The Lancet Rheumatology 2022; 4:e24-e32. [PMID: 34812424 PMCID: PMC8598187 DOI: 10.1016/s2665-9913(21)00315-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Background Patients with COVID-19 pneumonia can have increased inflammation and elevated cytokines, including interleukin (IL)-6, which might be deleterious. Thus, sarilumab, a high-affinity anti-IL-6 receptor antibody, might improve the outcome of patients with moderate-to-severe COVID-19 pneumonia. Methods We did a multicentric, open-label, Bayesian randomised, adaptive, phase 2/3 clinical trial, nested within the CORIMUNO-19 cohort, to test a superiority hypothesis. Patients 18 years or older hospitalised with COVID-19 in six French centres, requiring at least 3L/min of oxygen but without ventilation assistance and a WHO Clinical Progression Scale [CPS] score of 5 were enrolled. Patients were randomly assigned (1:1) via a web-based system, according to a randomisation list stratified on centre and with blocks randomly selected among 2 and 4, to receive usual care plus 400 mg of sarilumab intravenously on day 1 and on day 3 if clinically indicated (sarilumab group) or usual care alone (usual care group). Primary outcomes were the proportion of patients with WHO-CPS scores greater than 5 on the 10-point scale on day 4 and survival without invasive or non-invasive ventilation at day 14. This completed trial is closed to new participants and is registered with ClinicalTrials.gov, NCT04324073. Findings 165 patients were recruited from March 27 to April 6, 2020, and 148 patients were randomised (68 patients to the sarilumab group and 80 to the usual care group) and followed up for 90 days. Median age was 61·7 years [IQR 53·0–71·1] in the sarilumab group and 62·8 years [56·0–71·7] in the usual care group. In the sarilumab group 49 (72%) of 68 were men and in the usual care group 59 (78%) of 76 were men. Four patients in the usual care group withdrew consent and were not analysed. 18 (26%) of 68 patients in the sarilumab group had a WHO-CPS score greater than 5 at day 4 versus 20 (26%) of 76 in the usual care group (median posterior absolute risk difference 0·2%; 90% credible interval [CrI] −11·7 to 12·2), with a posterior probability of absolute risk difference greater than 0 of 48·9%. At day 14, 25 (37%) patients in the sarilumab and 26 (34%) patients in the usual care group needed ventilation or died, (median posterior hazard ratio [HR] 1·10; 90% CrI 0·69–1·74) with a posterior probability HR greater than 1 of 37·4%. Serious adverse events occurred in 27 (40%) patients in the sarilumab group and 28 (37%) patients in the usual care group (p=0·73). Interpretation Sarilumab treatment did not improve early outcomes in patients with moderate-to-severe COVID-19 pneumonia. Further studies are warranted to evaluate the effect of sarilumab on long-term survival. Funding Assistance publique—Hôpitaux de Paris
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Goubet AG, Dubuisson A, Geraud A, Danlos FX, Terrisse S, Silva CAC, Drubay D, Touri L, Picard M, Mazzenga M, Silvin A, Dunsmore G, Haddad Y, Pizzato E, Ly P, Flament C, Melenotte C, Solary E, Fontenay M, Garcia G, Balleyguier C, Lassau N, Maeurer M, Grajeda-Iglesias C, Nirmalathasan N, Aprahamian F, Durand S, Kepp O, Ferrere G, Thelemaque C, Lahmar I, Fahrner JE, Meziani L, Ahmed-Belkacem A, Saïdani N, La Scola B, Raoult D, Gentile S, Cortaredona S, Ippolito G, Lelouvier B, Roulet A, Andre F, Barlesi F, Soria JC, Pradon C, Gallois E, Pommeret F, Colomba E, Ginhoux F, Kazandjian S, Elkrief A, Routy B, Miyara M, Gorochov G, Deutsch E, Albiges L, Stoclin A, Gachot B, Florin A, Merad M, Scotte F, Assaad S, Kroemer G, Blay JY, Marabelle A, Griscelli F, Zitvogel L, Derosa L. Prolonged SARS-CoV-2 RNA virus shedding and lymphopenia are hallmarks of COVID-19 in cancer patients with poor prognosis. Cell Death Differ 2021; 28:3297-3315. [PMID: 34230615 PMCID: PMC8259103 DOI: 10.1038/s41418-021-00817-9] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [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: 01/30/2021] [Revised: 05/26/2021] [Accepted: 05/28/2021] [Indexed: 12/13/2022] Open
Abstract
Patients with cancer are at higher risk of severe coronavirus infectious disease 2019 (COVID-19), but the mechanisms underlying virus-host interactions during cancer therapies remain elusive. When comparing nasopharyngeal swabs from cancer and noncancer patients for RT-qPCR cycle thresholds measuring acute respiratory syndrome coronavirus-2 (SARS-CoV-2) in 1063 patients (58% with cancer), we found that malignant disease favors the magnitude and duration of viral RNA shedding concomitant with prolonged serum elevations of type 1 IFN that anticorrelated with anti-RBD IgG antibodies. Cancer patients with a prolonged SARS-CoV-2 RNA detection exhibited the typical immunopathology of severe COVID-19 at the early phase of infection including circulation of immature neutrophils, depletion of nonconventional monocytes, and a general lymphopenia that, however, was accompanied by a rise in plasmablasts, activated follicular T-helper cells, and non-naive Granzyme B+FasL+, EomeshighTCF-1high, PD-1+CD8+ Tc1 cells. Virus-induced lymphopenia worsened cancer-associated lymphocyte loss, and low lymphocyte counts correlated with chronic SARS-CoV-2 RNA shedding, COVID-19 severity, and a higher risk of cancer-related death in the first and second surge of the pandemic. Lymphocyte loss correlated with significant changes in metabolites from the polyamine and biliary salt pathways as well as increased blood DNA from Enterobacteriaceae and Micrococcaceae gut family members in long-term viral carriers. We surmise that cancer therapies may exacerbate the paradoxical association between lymphopenia and COVID-19-related immunopathology, and that the prevention of COVID-19-induced lymphocyte loss may reduce cancer-associated death.
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Affiliation(s)
- Anne-Gaëlle Goubet
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin-Bicêtre, France
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Agathe Dubuisson
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Arthur Geraud
- Gustave Roussy Cancer Campus, Villejuif, France
- Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
- Département d'Innovation Thérapeutique et d'Essais Précoces, Gustave Roussy, Villejuif, France
| | - François-Xavier Danlos
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Safae Terrisse
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Carolina Alves Costa Silva
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Damien Drubay
- Gustave Roussy Cancer Campus, Villejuif, France
- Département de Biostatistique et d'Epidémiologie, Gustave Roussy, Université Paris-Saclay, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale Oncostat, U1018, Equipe labellisée par la Ligue Contre le Cancer, Gustave Roussy, Villejuif, France
| | - Lea Touri
- Gustave Roussy Cancer Campus, Villejuif, France
- Médecine du travail, Gustave Roussy, Villejuif, France
| | - Marion Picard
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
- Institut Pasteur, Unit Biology and Genetics of the Bacterial Cell Wall, Paris, France
- CNRS UMR2001, Paris, France
- INSERM, Equipe Avenir, Paris, France
| | - Marine Mazzenga
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Aymeric Silvin
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Garett Dunsmore
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Yacine Haddad
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Eugenie Pizzato
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Pierre Ly
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Caroline Flament
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Cléa Melenotte
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Eric Solary
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin-Bicêtre, France
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, U1287, Gustave Roussy, Villejuif, France
- Département d'Hématologie, Gustave Roussy, Villejuif, France
| | - Michaela Fontenay
- Université de Paris, Institut Cochin, Centre National de la Recherche Scientifique UMR8104, Institut National de la Santé et de la Recherche Médicale, Paris, France
- Service d'hématologie biologique, Hôpital Cochin, Assistance Publique-Hôpitaux de Paris.Centre-Université de Paris, Paris, France
| | - Gabriel Garcia
- Gustave Roussy Cancer Campus, Villejuif, France
- Département d'Imagerie Médicale, Gustave Roussy, Villejuif, France
| | - Corinne Balleyguier
- Gustave Roussy Cancer Campus, Villejuif, France
- Département d'Imagerie Médicale, Gustave Roussy, Villejuif, France
| | - Nathalie Lassau
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin-Bicêtre, France
- Gustave Roussy Cancer Campus, Villejuif, France
- Département d'Imagerie Médicale, Gustave Roussy, Villejuif, France
- Biomaps, UMR1281, INSERM, CNRS, CEA, Université Paris Saclay, Paris, France
| | - Markus Maeurer
- Immunotherapy/Immunosurgery, Champalimaud foundation, Lisboa, Portugal
| | - Claudia Grajeda-Iglesias
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
- Centre de Recherche des Cordeliers, Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Gustave Roussy Cancer Center, Université Paris Saclay, Villejuif, France
| | - Nitharsshini Nirmalathasan
- Gustave Roussy Cancer Campus, Villejuif, France
- Centre de Recherche des Cordeliers, Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Gustave Roussy Cancer Center, Université Paris Saclay, Villejuif, France
| | - Fanny Aprahamian
- Gustave Roussy Cancer Campus, Villejuif, France
- Centre de Recherche des Cordeliers, Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Gustave Roussy Cancer Center, Université Paris Saclay, Villejuif, France
| | - Sylvère Durand
- Gustave Roussy Cancer Campus, Villejuif, France
- Centre de Recherche des Cordeliers, Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Gustave Roussy Cancer Center, Université Paris Saclay, Villejuif, France
| | - Oliver Kepp
- Centre de Recherche des Cordeliers, Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Gustave Roussy Cancer Center, Université Paris Saclay, Villejuif, France
| | - Gladys Ferrere
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Cassandra Thelemaque
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Imran Lahmar
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Jean-Eudes Fahrner
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
| | - Lydia Meziani
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, U1030, Gustave Roussy, Villejuif, France
| | | | - Nadia Saïdani
- Service de maladies infectieuses, Centre Hospitalier de Cornouaille, Quimper, France
| | - Bernard La Scola
- Aix-Marseille Université, Institut de Recherche pour le Développement, Assistance Publique - Hôpitaux de Marseille, Microbes Evolution Phylogeny and Infections, Marseille, France
- Institut Hospitalo-Universitaire Méditerranée Infection, Marseille, France
| | - Didier Raoult
- Aix-Marseille Université, Institut de Recherche pour le Développement, Assistance Publique - Hôpitaux de Marseille, Microbes Evolution Phylogeny and Infections, Marseille, France
- Institut Hospitalo-Universitaire Méditerranée Infection, Marseille, France
| | - Stéphanie Gentile
- Aix Marseille Univ, School of medicine-La Timone Medical Campus, EA 3279: CEReSS-Health Service Research and Quality of life Center, Marseille, France
| | - Sébastien Cortaredona
- Institut Hospitalo-Universitaire Méditerranée Infection, Marseille, France
- Aix Marseille Université, IRD, AP-HM, SSA, VITROME, Marseille, France
| | - Giuseppe Ippolito
- Scientific Direction, National Institute for Infectious Diseases Lazzaro Spallanzani, Rome, Italy
| | | | | | - Fabrice Andre
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin-Bicêtre, France
- Gustave Roussy Cancer Campus, Villejuif, France
- Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, U981, Gustave Roussy, Villejuif, France
| | - Fabrice Barlesi
- Gustave Roussy Cancer Campus, Villejuif, France
- Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
- Aix Marseille University, CNRS, INSERM, CRCM, Marseille, France
| | - Jean-Charles Soria
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin-Bicêtre, France
- Gustave Roussy Cancer Campus, Villejuif, France
| | - Caroline Pradon
- Gustave Roussy Cancer Campus, Villejuif, France
- Centre de ressources biologiques, ET-EXTRA, Gustave Roussy, Villejuif, France
- Département de Biologie Médicale et Pathologie Médicales, service de biochimie, Gustave Roussy, Villejuif, France
| | - Emmanuelle Gallois
- Gustave Roussy Cancer Campus, Villejuif, France
- Département de Biologie Médicale et Pathologie Médicales, service de microbiologie, Gustave Roussy, Villejuif, France
| | - Fanny Pommeret
- Gustave Roussy Cancer Campus, Villejuif, France
- Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
| | - Emeline Colomba
- Gustave Roussy Cancer Campus, Villejuif, France
- Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
| | - Florent Ginhoux
- Singapore Immunology Network, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
- Shanghai Institute of Immunology, Shangai, China
- Translational Immunology Institute, SingHealth Duke-NUS Academic Medical Center, Singapore, Singapore
| | - Suzanne Kazandjian
- Cedar's Cancer Center, McGill University Healthcare Centre, Montreal, QC, Canada
| | - Arielle Elkrief
- Cedar's Cancer Center, McGill University Healthcare Centre, Montreal, QC, Canada
- Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada
| | - Bertrand Routy
- Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada
- Department of Hematology-Oncology, Centre hospitalier de l'Université de Montréal, Montreal, QC, Canada
| | - Makoto Miyara
- Institut National de la Santé et de la Recherche Médicale, U1135, Centre d'Immunologie et des Maladies Infectieuses, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Guy Gorochov
- Institut National de la Santé et de la Recherche Médicale, U1135, Centre d'Immunologie et des Maladies Infectieuses, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Eric Deutsch
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin-Bicêtre, France
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, U1030, Gustave Roussy, Villejuif, France
- Département de Radiothérapie, Gustave Roussy, Villejuif, France
| | - Laurence Albiges
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin-Bicêtre, France
- Gustave Roussy Cancer Campus, Villejuif, France
- Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
| | - Annabelle Stoclin
- Gustave Roussy Cancer Campus, Villejuif, France
- Service de Réanimation Médicale, Gustave Roussy, Villejuif, France
| | - Bertrand Gachot
- Gustave Roussy Cancer Campus, Villejuif, France
- Service de Pathologie Infectieuse, Gustave Roussy, Villejuif, France
| | - Anne Florin
- Gustave Roussy Cancer Campus, Villejuif, France
- Médecine du travail, Gustave Roussy, Villejuif, France
| | - Mansouria Merad
- Gustave Roussy Cancer Campus, Villejuif, France
- Service de médecine aigue d'urgence en cancérologie, Gustave Roussy, Villejuif, France
| | - Florian Scotte
- Gustave Roussy Cancer Campus, Villejuif, France
- Département Interdisciplinaire d'Organisation des Parcours Patients, Gustave Roussy, Villejuif, France
| | - Souad Assaad
- Centre Léon Bérard, Lyon, France
- Université Claude Bernard, Lyon, France
- Unicancer, Paris, France
| | - Guido Kroemer
- Gustave Roussy Cancer Campus, Villejuif, France
- Centre de Recherche des Cordeliers, Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Metabolomics and Cell Biology Platforms, Gustave Roussy Cancer Center, Université Paris Saclay, Villejuif, France
- Université de Paris, Paris, France
- Department of Women's and Children's Health, Karolinska Institute, Karolinska University Hospital, Stockholm, Sweden
- Pôle de Biologie, Hôpital Européen George Pompidou, Assistance Publique-Hôpitaux de Paris, Paris, France
- Suzhou Institute for Systems Biology, Chinese Academy of Medical Sciences, Suzhou, China
| | - Jean-Yves Blay
- Centre Léon Bérard, Lyon, France
- Université Claude Bernard, Lyon, France
- Unicancer, Paris, France
| | - Aurélien Marabelle
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France
- Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France
- Département d'Innovation Thérapeutique et d'Essais Précoces, Gustave Roussy, Villejuif, France
- Center of Clinical Investigations BIOTHERIS, Gustave Roussy, Villejuif, France
| | - Frank Griscelli
- Gustave Roussy Cancer Campus, Villejuif, France
- Département de Biologie Médicale et Pathologie Médicales, service de microbiologie, Gustave Roussy, Villejuif, France
- Institut National de la Santé et de la Recherche Médicale-UMR935/UA9, Université Paris-Saclay, Villejuif, France
- INGESTEM National IPSC Infrastructure, Université de Paris-Saclay, Villejuif, France
- Université de Paris, Faculté des Sciences Pharmaceutiques et Biologiques, Paris, France
| | - Laurence Zitvogel
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin-Bicêtre, France.
- Gustave Roussy Cancer Campus, Villejuif, France.
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France.
- Center of Clinical Investigations BIOTHERIS, Gustave Roussy, Villejuif, France.
| | - Lisa Derosa
- Université Paris-Saclay, Faculté de Médecine, Le Kremlin-Bicêtre, France.
- Gustave Roussy Cancer Campus, Villejuif, France.
- Institut National de la Santé et de la Recherche Médicale, UMR1015, Gustave Roussy, Villejuif, France.
- Département d'Oncologie Médicale, Gustave Roussy, Villejuif, France.
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11
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Danlos FX, Grajeda-Iglesias C, Durand S, Sauvat A, Roumier M, Cantin D, Colomba E, Rohmer J, Pommeret F, Baciarello G, Willekens C, Vasse M, Griscelli F, Fahrner JE, Goubet AG, Dubuisson A, Derosa L, Nirmalathasan N, Bredel D, Mouraud S, Pradon C, Stoclin A, Rozenberg F, Duchemin J, Jourdi G, Ellouze S, Levavasseur F, Albigès L, Soria JC, Barlesi F, Solary E, André F, Pène F, Ackerman F, Mouthon L, Zitvogel L, Marabelle A, Michot JM, Fontenay M, Kroemer G. Metabolomic analyses of COVID-19 patients unravel stage-dependent and prognostic biomarkers. Cell Death Dis 2021; 12:258. [PMID: 33707411 PMCID: PMC7948172 DOI: 10.1038/s41419-021-03540-y] [Citation(s) in RCA: 87] [Impact Index Per Article: 29.0] [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: 11/24/2020] [Revised: 02/09/2021] [Accepted: 02/10/2021] [Indexed: 02/07/2023]
Abstract
The circulating metabolome provides a snapshot of the physiological state of the organism responding to pathogenic challenges. Here we report alterations in the plasma metabolome reflecting the clinical presentation of COVID-19 patients with mild (ambulatory) diseases, moderate disease (radiologically confirmed pneumonitis, hospitalization and oxygen therapy), and critical disease (in intensive care). This analysis revealed major disease- and stage-associated shifts in the metabolome, meaning that at least 77 metabolites including amino acids, lipids, polyamines and sugars, as well as their derivatives, were altered in critical COVID-19 patient's plasma as compared to mild COVID-19 patients. Among a uniformly moderate cohort of patients who received tocilizumab, only 10 metabolites were different among individuals with a favorable evolution as compared to those who required transfer into the intensive care unit. The elevation of one single metabolite, anthranilic acid, had a poor prognostic value, correlating with the maintenance of high interleukin-10 and -18 levels. Given that products of the kynurenine pathway including anthranilic acid have immunosuppressive properties, we speculate on the therapeutic utility to inhibit the rate-limiting enzymes of this pathway including indoleamine 2,3-dioxygenase and tryptophan 2,3-dioxygenase.
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Affiliation(s)
- François-Xavier Danlos
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
| | - Claudia Grajeda-Iglesias
- Metabolomics and Cell Biology Platforms, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- INSERM U1138, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Sylvère Durand
- Metabolomics and Cell Biology Platforms, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Allan Sauvat
- Metabolomics and Cell Biology Platforms, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Mathilde Roumier
- Service de Médecine Interne, Hôpital Foch, 92150, Suresnes, France
| | - Delphine Cantin
- Service d'Accueil des Urgences, AP-HP, Hôpital Hôtel-Dieu, 75004, Paris, France
| | - Emeline Colomba
- Département d'Oncologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Julien Rohmer
- Service de Médecine Interne, Hôpital Foch, 92150, Suresnes, France
| | - Fanny Pommeret
- Département d'Oncologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Giulia Baciarello
- Département d'Oncologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Christophe Willekens
- Département d'Hématologie, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Marc Vasse
- Service de biologie clinique, Hôpital Foch, 92150, Suresnes, France
| | - Frank Griscelli
- Service de virologie, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Jean-Eudes Fahrner
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
| | - Anne-Gaëlle Goubet
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
| | - Agathe Dubuisson
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
| | - Lisa Derosa
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Département d'Oncologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Centre d'Investigation Clinique - Biothérapie, INSERM CICBT1428, 94800, Villejuif, France
| | | | - Delphine Bredel
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Séverine Mouraud
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Caroline Pradon
- Département de Biologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Annabelle Stoclin
- Département de Réanimation, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Flore Rozenberg
- Service de Virologie, AP-HP. Centre-Université de Paris, Hôpital Cochin, Paris, France
| | - Jérôme Duchemin
- Service d'Hématologie Biologique, AP-HP, Centre-Université de Paris, Hôpital Cochin, 75014, Paris, France
| | - Georges Jourdi
- Service d'Hématologie Biologique, AP-HP, Centre-Université de Paris, Hôpital Cochin, 75014, Paris, France
- Université de Paris, Innovative Therapies in Haemostasis, INSERM 1140, F-75006, Paris, France
| | - Syrine Ellouze
- Service d'Hématologie Biologique, AP-HP, Centre-Université de Paris, Hôpital Cochin, 75014, Paris, France
| | - Françoise Levavasseur
- Université de Paris, Institut Cochin, CNRS UMR8104, INSERM U1016, 75006, Paris, France
| | - Laurence Albigès
- Département d'Oncologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | | | - Fabrice Barlesi
- Département d'Oncologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Aix Marseille University, CNRS, INSERM, CRCM, Marseille, France
| | - Eric Solary
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Département d'Hématologie, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- INSERM U1287, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Fabrice André
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Département d'Oncologie Médicale, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- INSERM U981, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Frédéric Pène
- Université de Paris, Institut Cochin, CNRS UMR8104, INSERM U1016, 75006, Paris, France
- Service de Médecine Intensive et Réanimation, AP-HP, Hôpital Cochin, 75014, Paris, France
| | - Félix Ackerman
- Service de Médecine Interne, Hôpital Foch, 92150, Suresnes, France
| | - Luc Mouthon
- Université de Paris, Institut Cochin, CNRS UMR8104, INSERM U1016, 75006, Paris, France
- Service de Médecine Interne, AP-HP, Hôpital Cochin, 75014, Paris, France
| | - Laurence Zitvogel
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Centre d'Investigation Clinique - Biothérapie, INSERM CICBT1428, 94800, Villejuif, France
| | - Aurélien Marabelle
- INSERM U1015, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Université Paris Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Centre d'Investigation Clinique - Biothérapie, INSERM CICBT1428, 94800, Villejuif, France
- Département d'Innovation Thérapeutique et des Essais Précoces, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Jean-Marie Michot
- Département d'Hématologie, Gustave Roussy Cancer Campus, 94800, Villejuif, France
- Département d'Innovation Thérapeutique et des Essais Précoces, Gustave Roussy Cancer Campus, 94800, Villejuif, France
| | - Michaela Fontenay
- Service d'Hématologie Biologique, AP-HP, Centre-Université de Paris, Hôpital Cochin, 75014, Paris, France
- Université de Paris, Institut Cochin, CNRS UMR8104, INSERM U1016, 75006, Paris, France
| | - Guido Kroemer
- Metabolomics and Cell Biology Platforms, Gustave Roussy Cancer Campus, 94800, Villejuif, France.
- Centre de Recherche des Cordeliers, Equipe labellisée par la Ligue contre le cancer, Université de Paris, Sorbonne Université, INSERM U1138, Institut Universitaire de France, Paris, France.
- Pôle de Biologie, Hôpital Européen Georges Pompidou, AP-HP, 75015, Paris, France.
- Suzhou Institute for Systems Biology, Chinese Academy of Sciences, Suzhou, China.
- Department of Women's and Children's Health, Karolinska University Hospital, 17176, Stockholm, Sweden.
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12
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Pistilli B, Ferreira A, Combarel D, Paci A, Havas J, Pradon C, Bardet A, Di Meglio A, Menvielle G, Fasse L, Cottu P, Lerebours F, Coutant C, Lesur A, Chopin N, Everhard S, Delaloge S, Michiels S, André F, Luis IV. 167MO Longitudinal evaluation of serum assessed non-adherence to tamoxifen (TAM) among premenopausal patients (pts) in the prospective multicenter CANTO cohort. Ann Oncol 2020. [DOI: 10.1016/j.annonc.2020.08.289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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13
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Pradon C, Piette AM, Baglin AC, Pougheon M, Cosserat J, Gepner P, Corde M, Drupt F, Blétry O. La recherche des anticorps anti-SSa/SSa est-elle utile au cours du syndrome de Gougerot-Sjögren confirmé? Rev Med Interne 1998. [DOI: 10.1016/s0248-8663(98)80071-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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