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Bertucci F, Lerebours F, Ceccarelli M, Guille A, Syed N, Finetti P, Adélaïde J, Van Laere S, Goncalves A, Viens P, Birnbaum D, Mamessier E, Callens C, Bedognetti D. Mutational landscape of inflammatory breast cancer. J Transl Med 2024; 22:374. [PMID: 38637846 PMCID: PMC11025259 DOI: 10.1186/s12967-024-05198-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 04/12/2024] [Indexed: 04/20/2024] Open
Abstract
BACKGROUND Inflammatory breast cancer (IBC) is the most pro-metastatic form of BC. Better understanding of its enigmatic pathophysiology is crucial. We report here the largest whole-exome sequencing (WES) study of clinical IBC samples. METHODS We retrospectively applied WES to 54 untreated IBC primary tumor samples and matched normal DNA. The comparator samples were 102 stage-matched non-IBC samples from TCGA. We compared the somatic mutational profiles, spectra and signatures, copy number alterations (CNAs), HRD and heterogeneity scores, and frequencies of actionable genomic alterations (AGAs) between IBCs and non-IBCs. The comparisons were adjusted for the molecular subtypes. RESULTS The number of somatic mutations, TMB, and mutational spectra were not different between IBCs and non-IBCs, and no gene was differentially mutated or showed differential frequency of CNAs. Among the COSMIC signatures, only the age-related signature was more frequent in non-IBCs than in IBCs. We also identified in IBCs two new mutational signatures not associated with any environmental exposure, one of them having been previously related to HIF pathway activation. Overall, the HRD score was not different between both groups, but was higher in TN IBCs than TN non-IBCs. IBCs were less frequently classified as heterogeneous according to heterogeneity H-index than non-IBCs (21% vs 33%), and clonal mutations were more frequent and subclonal mutations less frequent in IBCs. More than 50% of patients with IBC harbored at least one high-level of evidence (LOE) AGA (OncoKB LOE 1-2, ESCAT LOE I-II), similarly to patients with non-IBC. CONCLUSIONS We provide the largest mutational landscape of IBC. Only a few subtle differences were identified with non-IBCs. The most clinically relevant one was the higher HRD score in TN IBCs than in TN non-IBCs, whereas the most intriguing one was the smaller intratumor heterogeneity of IBCs.
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Affiliation(s)
- François Bertucci
- Département d'Oncologie Médicale, Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille (CRCM), Inserm, U1068, CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille Université, 232, Boulevard de Sainte-Marguerite, 13009, Marseille, France.
- Department of Medical Oncology, Institut Paoli-Calmettes, Aix-Marseille Université, Marseille, France.
| | - Florence Lerebours
- Department of Medical Oncology, Institut Curie Saint-Cloud, Paris, France
| | - Michele Ceccarelli
- Sylvester Comprehensive Cancer Center, University of Miami, Miami, USA
- Department of Public Health Sciences, University of Miami, Miami, USA
| | - Arnaud Guille
- Département d'Oncologie Médicale, Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille (CRCM), Inserm, U1068, CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille Université, 232, Boulevard de Sainte-Marguerite, 13009, Marseille, France
| | - Najeeb Syed
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, Universiteitsplein 1, Wilrijk, Belgium
| | - Pascal Finetti
- Département d'Oncologie Médicale, Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille (CRCM), Inserm, U1068, CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille Université, 232, Boulevard de Sainte-Marguerite, 13009, Marseille, France
| | - José Adélaïde
- Département d'Oncologie Médicale, Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille (CRCM), Inserm, U1068, CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille Université, 232, Boulevard de Sainte-Marguerite, 13009, Marseille, France
| | - Steven Van Laere
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, Universiteitsplein 1, Wilrijk, Belgium
| | - Anthony Goncalves
- Department of Medical Oncology, Institut Paoli-Calmettes, Aix-Marseille Université, Marseille, France
| | - Patrice Viens
- Department of Medical Oncology, Institut Paoli-Calmettes, Aix-Marseille Université, Marseille, France
| | - Daniel Birnbaum
- Département d'Oncologie Médicale, Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille (CRCM), Inserm, U1068, CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille Université, 232, Boulevard de Sainte-Marguerite, 13009, Marseille, France
| | - Emilie Mamessier
- Département d'Oncologie Médicale, Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille (CRCM), Inserm, U1068, CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille Université, 232, Boulevard de Sainte-Marguerite, 13009, Marseille, France
| | - Céline Callens
- Department of Medical Oncology, Institut Curie Saint-Cloud, Paris, France
| | - Davide Bedognetti
- Tumor Biology and Immunology Laboratory, Research Branch, Sidra Medicine, Doha, Qatar
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Bertucci F, de Nonneville A, Finetti P, Cohendet A, Guille A, Mamessier E. The co-expression of antigen targets as a rationale for ADC combination in urothelial cancer. Ann Oncol 2024:S0923-7534(24)00045-0. [PMID: 38364991 DOI: 10.1016/j.annonc.2024.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 02/05/2024] [Accepted: 02/06/2024] [Indexed: 02/18/2024] Open
Affiliation(s)
- F Bertucci
- Predictive Oncology Laboratory, Marseille Cancer Research Center (CRCM), Aix-Marseille University, U1068 INSERM, U7258 CNRS, Institut Paoli-Calmettes, Marseille; Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France.
| | - A de Nonneville
- Predictive Oncology Laboratory, Marseille Cancer Research Center (CRCM), Aix-Marseille University, U1068 INSERM, U7258 CNRS, Institut Paoli-Calmettes, Marseille; Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - P Finetti
- Predictive Oncology Laboratory, Marseille Cancer Research Center (CRCM), Aix-Marseille University, U1068 INSERM, U7258 CNRS, Institut Paoli-Calmettes, Marseille
| | - A Cohendet
- Predictive Oncology Laboratory, Marseille Cancer Research Center (CRCM), Aix-Marseille University, U1068 INSERM, U7258 CNRS, Institut Paoli-Calmettes, Marseille
| | - A Guille
- Predictive Oncology Laboratory, Marseille Cancer Research Center (CRCM), Aix-Marseille University, U1068 INSERM, U7258 CNRS, Institut Paoli-Calmettes, Marseille
| | - E Mamessier
- Predictive Oncology Laboratory, Marseille Cancer Research Center (CRCM), Aix-Marseille University, U1068 INSERM, U7258 CNRS, Institut Paoli-Calmettes, Marseille
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Miallot R, Millet V, Roger A, Fenouil R, Tardivel C, Martin JC, Tranchida F, Shintu L, Berchard P, Sousa Lanza J, Malissen B, Henri S, Ugolini S, Dutour A, Finetti P, Bertucci F, Blay JY, Galland F, Naquet P. Correction: The coenzyme A precursor pantethine enhances antitumor immunity in sarcoma. Life Sci Alliance 2024; 7:e202302479. [PMID: 38030222 PMCID: PMC10690990 DOI: 10.26508/lsa.202302479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 11/14/2023] [Indexed: 12/01/2023] Open
Abstract
VitB5 level becomes limiting in sarcomas. It is regulated by the pantetheinase activity of VNN1. VNN1 expression in sarcomas is associated with better prognosis and immune infiltration. In mice, complementation with pantethine, a vitB5 precursor, boosts antitumor immunity.
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Affiliation(s)
- Richard Miallot
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | - Virginie Millet
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | - Anais Roger
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | - Romain Fenouil
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | | | | | - Fabrice Tranchida
- CNRS, Centrale Marseille, ISM2, Aix Marseille Université, Marseille, France
| | - Laetitia Shintu
- CNRS, Centrale Marseille, ISM2, Aix Marseille Université, Marseille, France
| | - Paul Berchard
- INSERM 1052, CNRS 5286, Cancer Research Center of Lyon (CRCL), Childhood Cancers and Cell Death Laboratory, Lyon, France
| | - Juliane Sousa Lanza
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | - Bernard Malissen
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
- INSERM, CNRS, Centre D'Immunophénomique (CIPHE), Aix Marseille Université, Marseille, France
| | - Sandrine Henri
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | - Sophie Ugolini
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | - Aurélie Dutour
- INSERM 1052, CNRS 5286, Cancer Research Center of Lyon (CRCL), Childhood Cancers and Cell Death Laboratory, Lyon, France
| | - Pascal Finetti
- INSERM, CNRS, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes (IPC), Laboratory of Predictive Oncology, Aix-Marseille Université, Marseille, France
| | - François Bertucci
- INSERM, CNRS, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes (IPC), Laboratory of Predictive Oncology, Aix-Marseille Université, Marseille, France
- Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Jean-Yves Blay
- INSERM 1052, CNRS 5286, Cancer Research Center of Lyon (CRCL), Childhood Cancers and Cell Death Laboratory, Lyon, France
- UNICANCER Centre Léon Bérard, Department of Medicine, Université Lyon I, Lyon, France
| | - Franck Galland
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | - Philippe Naquet
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
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Hussain Z, Bertran T, Finetti P, Lohmann E, Mamessier E, Bidaut G, Bertucci F, Rego M, Tomasini R. Macrophages reprogramming driven by cancer-associated fibroblasts under FOLFIRINOX treatment correlates with shorter survival in pancreatic cancer. Cell Commun Signal 2024; 22:1. [PMID: 38167013 PMCID: PMC10759487 DOI: 10.1186/s12964-023-01388-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 11/06/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) remains a clinically challenging cancer, mainly due to limited therapeutic options and the presence of a highly prominent tumor microenvironment (TME), facilitating tumor progression. The TME is predominated by heterogeneous populations of cancer-associated fibroblasts (CAFs) and tumor associated macrophages (TAMs), in constant communication with each other and with tumor cells, influencing many tumoral abilities such as therapeutic resistance. However how the crosstalk between CAFs and macrophages evolves following chemotherapeutic treatment remains poorly understood, limiting our capacity to halt therapeutic resistance. METHODS We combined biological characterization of macrophages indirectly cocultured with human PDAC CAFs, under FOLFIRINOX treatment, with mRNAseq analyses of such macrophages and evaluated the relevance of the specific gene expression signature in a large series of primary PDAC patients to search for correlation with overall survival (OS) after FOLFIRINOX chemotherapy. RESULTS Firstly, we demonstrated that CAFs polarize naïve and M1 macrophages towards an M2-like phenotype with a specific increase of CD200R and CD209 M2 markers. Then, we demonstrated that CAFs counteract the pro-inflammatory phenotype induced by the FOLFIRINOX on Macrophages. Indeed, we highlighted that, under FOLFIRINOX, CAFs limit the FOLFIRINOX-induced cell death of macrophages and further reinforce their M2 phenotype as well as their immunosuppressive impact through specific chemokines production. Finally, we revealed that under FOLFIRINOX CAFs drive a specific macrophage gene expression signature involving SELENOP and GOS2 that correlates with shortened OS in FOLFIRINOX-treated PDAC patients. CONCLUSION Our study provides insight into the complex interactions between TME cells under FOLFIRINOX treatment. It suggests potential novel candidates that could be used as therapeutic targets in combination with FOLFIRINOX to prevent and alleviate TME influx on therapeutic resistance as well as biomarkers to predict FOLFIRINOX response in PDAC patients. Video Abstract.
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Affiliation(s)
- Zainab Hussain
- Cancer Research Center of Marseille, Aix-Marseille University, INSERM U1068, CNRS UMR7258, Institute Paoli-Calmettes, Marseille, France
| | - Thomas Bertran
- Cancer Research Center of Marseille, Aix-Marseille University, INSERM U1068, CNRS UMR7258, Institute Paoli-Calmettes, Marseille, France
| | - Pascal Finetti
- Cancer Research Center of Marseille, Aix-Marseille University, INSERM U1068, CNRS UMR7258, Institute Paoli-Calmettes, Marseille, France
| | - Eugenie Lohmann
- Cancer Research Center of Marseille, Aix-Marseille University, INSERM U1068, CNRS UMR7258, Institute Paoli-Calmettes, Marseille, France
| | - Emilie Mamessier
- Cancer Research Center of Marseille, Aix-Marseille University, INSERM U1068, CNRS UMR7258, Institute Paoli-Calmettes, Marseille, France
| | - Ghislain Bidaut
- Cancer Research Center of Marseille, Aix-Marseille University, INSERM U1068, CNRS UMR7258, Institute Paoli-Calmettes, Marseille, France
| | - François Bertucci
- Cancer Research Center of Marseille, Aix-Marseille University, INSERM U1068, CNRS UMR7258, Institute Paoli-Calmettes, Marseille, France
- Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Moacyr Rego
- Therapeutic Innovation Center, Federal University of Pernambuco, Recife, Brazil
| | - Richard Tomasini
- Cancer Research Center of Marseille, Aix-Marseille University, INSERM U1068, CNRS UMR7258, Institute Paoli-Calmettes, Marseille, France.
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5
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Miallot R, Millet V, Roger A, Fenouil R, Tardivel C, Martin JC, Tranchida F, Shintu L, Berchard P, Sousa Lanza J, Malissen B, Henri S, Ugolini S, Dutour A, Finetti P, Bertucci F, Blay JY, Galland F, Naquet P. The coenzyme A precursor pantethine enhances antitumor immunity in sarcoma. Life Sci Alliance 2023; 6:e202302200. [PMID: 37833072 PMCID: PMC10583838 DOI: 10.26508/lsa.202302200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 09/26/2023] [Accepted: 09/27/2023] [Indexed: 10/15/2023] Open
Abstract
The tumor microenvironment is a dynamic network of stromal, cancer, and immune cells that interact and compete for resources. We have previously identified the Vanin1 pathway as a tumor suppressor of sarcoma development via vitamin B5 and coenzyme A regeneration. Using an aggressive sarcoma cell line that lacks Vnn1 expression, we showed that the administration of pantethine, a vitamin B5 precursor, attenuates tumor growth in immunocompetent but not nude mice. Pantethine boosts antitumor immunity, including the polarization of myeloid and dendritic cells towards enhanced IFNγ-driven antigen presentation pathways and improved the development of hypermetabolic effector CD8+ T cells endowed with potential antitumor activity. At later stages of treatment, the effect of pantethine was limited by the development of immune cell exhaustion. Nevertheless, its activity was comparable with that of anti-PD1 treatment in sensitive tumors. In humans, VNN1 expression correlates with improved survival and immune cell infiltration in soft-tissue sarcomas, but not in osteosarcomas. Pantethine could be a potential therapeutic immunoadjuvant for the development of antitumor immunity.
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Affiliation(s)
- Richard Miallot
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | - Virginie Millet
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | - Anais Roger
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | - Romain Fenouil
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | | | | | | | - Laetitia Shintu
- CNRS, Centrale Marseille, ISM2, Aix Marseille Université, Marseille, France
| | - Paul Berchard
- INSERM 1052, CNRS 5286, Cancer Research Center of Lyon (CRCL), Childhood Cancers and Cell Death Laboratory, Lyon, France
| | - Juliane Sousa Lanza
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | - Bernard Malissen
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
- INSERM, CNRS, Centre D'Immunophénomique (CIPHE), Aix Marseille Université, Marseille, France
| | - Sandrine Henri
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | - Sophie Ugolini
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | - Aurélie Dutour
- INSERM 1052, CNRS 5286, Cancer Research Center of Lyon (CRCL), Childhood Cancers and Cell Death Laboratory, Lyon, France
| | - Pascal Finetti
- INSERM, CNRS, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes (IPC), Laboratory of Predictive Oncology, Aix-Marseille Université, Marseille, France
| | - François Bertucci
- INSERM, CNRS, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes (IPC), Laboratory of Predictive Oncology, Aix-Marseille Université, Marseille, France
- Institut Paoli-Calmettes, Department of Medical Oncology, Marseille, France
| | - Jean-Yves Blay
- INSERM 1052, CNRS 5286, Cancer Research Center of Lyon (CRCL), Childhood Cancers and Cell Death Laboratory, Lyon, France
- UNICANCER Centre Léon Bérard, Department of Medicine, Université Lyon I, Lyon, France
| | - Franck Galland
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
| | - Philippe Naquet
- https://ror.org/03vyjkj45 INSERM, CNRS, Centre D'Immunologie de Marseille-Luminy, Aix-Marseille Université, Marseille, France
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Mogenet A, Finetti P, Denicolai E, Greillier L, Boudou-Rouquette P, Goldwasser F, Lumet G, Ceccarelli M, Birnbaum D, Bedognetti D, Mamessier E, Barlesi F, Bertucci F, Tomasini P. Immunologic constant of rejection as a predictive biomarker of immune checkpoint inhibitors efficacy in non-small cell lung cancer. J Transl Med 2023; 21:637. [PMID: 37726776 PMCID: PMC10507965 DOI: 10.1186/s12967-023-04463-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 08/22/2023] [Indexed: 09/21/2023] Open
Abstract
BACKGROUND Anti-PD1/PDL1 immune checkpoint inhibitors (ICI) transformed the prognosis of patients with advanced non-small cell lung cancer (NSCLC). However, the response rate remains disappointing and toxicity may be life-threatening, making urgent identification of biomarkers predictive for efficacy. Immunologic Constant of Rejection signature (ICR) is a 20-gene expression signature of cytotoxic immune response with prognostic value in some solid cancers. Our objective was to assess its predictive value for benefit from anti-PD1/PDL1 in patients with advanced NSCLC. METHODS We retrospectively profiled 44 primary tumors derived from NSCLC patients treated with ICI as single-agent in at least the second-line metastatic setting. Transcriptomic analysis was performed using the nCounter® analysis system and the PanCancer Immune Profiling Panel. We then pooled our data with clinico-biological data from four public gene expression data sets, leading to a total of 162 NSCLC patients treated with single-agent anti-PD1/PDL1. ICR was applied to all samples and correlation was searched between ICR classes and the Durable Clinical Benefit (DCB), defined as stable disease or objective response according to RECIST 1.1 for a minimum of 6 months after the start of ICI. RESULTS The DCB rate was 29%; 22% of samples were classified as ICR1, 30% ICR2, 22% ICR3, and 26% ICR4. These classes were not associated with the clinico-pathological variables, but showed enrichment from ICR1 to ICR4 in quantitative/qualitative markers of immune response. ICR2-4 class was associated with a 5.65-fold DCB rate when compared with ICR1 class. In multivariate analysis, ICR classification remained associated with DCB, independently from PDL1 expression and other predictive immune signatures. By contrast, it was not associated with disease-free survival in 556 NSCLC TCGA patients untreated with ICI. CONCLUSION The 20-gene ICR signature was independently associated with benefit from anti-PD1/PDL1 ICI in patients with advanced NSCLC. Validation in larger retrospective and prospective series is warranted.
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Affiliation(s)
- Alice Mogenet
- Multidisciplinary Oncology and Therapeutic Innovations Department, Aix Marseille Univ, APHM, INSERM, CNRS, CRCM, Hôpital Nord, Marseille, France
| | - Pascal Finetti
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM UMR1068, CNRS UMR725, Laboratoire d'Oncologie Prédictive, Aix Marseille Univ, Marseille, France
| | - Emilie Denicolai
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM UMR1068, CNRS UMR725, Laboratoire d'Oncologie Prédictive, Aix Marseille Univ, Marseille, France
| | - Laurent Greillier
- Multidisciplinary Oncology and Therapeutic Innovations Department, Aix Marseille Univ, APHM, INSERM, CNRS, CRCM, Hôpital Nord, Marseille, France
| | - Pascaline Boudou-Rouquette
- Department of Medical Oncology, Cochin Hospital, AP-HP, Paris, France-University of Paris Descartes, ARIANE, CARPEM, Paris, France
| | - François Goldwasser
- Department of Medical Oncology, Cochin Hospital, AP-HP, Paris, France-University of Paris Descartes, ARIANE, CARPEM, Paris, France
| | - Gwenael Lumet
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM UMR1068, CNRS UMR725, Laboratoire d'Oncologie Prédictive, Aix Marseille Univ, Marseille, France
| | - Michele Ceccarelli
- Sylvester Comprehensive Cancer Center, Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Daniel Birnbaum
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM UMR1068, CNRS UMR725, Laboratoire d'Oncologie Prédictive, Aix Marseille Univ, Marseille, France
| | - Davide Bedognetti
- Division of Translational Medicine, Research Branch, Sidra Medicine, Doha, Qatar
- Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
| | - Emilie Mamessier
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM UMR1068, CNRS UMR725, Laboratoire d'Oncologie Prédictive, Aix Marseille Univ, Marseille, France
| | - Fabrice Barlesi
- Paris-Saclay University and Medical Oncology, Gustave Roussy, Cancer Campus, Villejuif, France
| | - François Bertucci
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM UMR1068, CNRS UMR725, Laboratoire d'Oncologie Prédictive, Aix Marseille Univ, Marseille, France.
- Department of Medical Oncology, Institut Paoli-Calmettes, Aix Marseille Univ, 232, Bd de Sainte-Marguerite, 13009, Marseille, France.
| | - Pascale Tomasini
- Multidisciplinary Oncology and Therapeutic Innovations Department, Aix Marseille Univ, APHM, INSERM, CNRS, CRCM, Hôpital Nord, Marseille, France
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM UMR1068, CNRS UMR725, Laboratoire d'Oncologie Prédictive, Aix Marseille Univ, Marseille, France
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Bertucci F, Finetti P, Mamessier E, De Nonneville A. The MonarchE trial: improving the clinical outcome in HR + /HER2 - early breast cancer: recent results and next steps. Cancer Commun (Lond) 2023; 43:938-942. [PMID: 37462449 PMCID: PMC10397565 DOI: 10.1002/cac2.12466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 06/29/2023] [Accepted: 07/09/2023] [Indexed: 08/04/2023] Open
Affiliation(s)
- François Bertucci
- Laboratory of Predictive OncologyCancer Research Center of MarseillePaoli‐Calmettes InstituteAix‐Marseille University, INSERM UMR1068, CNRS UMR725, Team Labelled “Ligue contre le cancer”MarseilleFrance
- Department of Medical OncologyPaoli‐Calmettes InstituteMarseilleFrance
| | - Pascal Finetti
- Laboratory of Predictive OncologyCancer Research Center of MarseillePaoli‐Calmettes InstituteAix‐Marseille University, INSERM UMR1068, CNRS UMR725, Team Labelled “Ligue contre le cancer”MarseilleFrance
| | - Emilie Mamessier
- Laboratory of Predictive OncologyCancer Research Center of MarseillePaoli‐Calmettes InstituteAix‐Marseille University, INSERM UMR1068, CNRS UMR725, Team Labelled “Ligue contre le cancer”MarseilleFrance
| | - Alexandre De Nonneville
- Laboratory of Predictive OncologyCancer Research Center of MarseillePaoli‐Calmettes InstituteAix‐Marseille University, INSERM UMR1068, CNRS UMR725, Team Labelled “Ligue contre le cancer”MarseilleFrance
- Department of Medical OncologyPaoli‐Calmettes InstituteMarseilleFrance
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8
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Bertucci F, De Nonneville A, Finetti P, Mamessier E. Predictive power of tertiary lymphoid structure signature for neoadjuvant chemotherapy response and immunotherapy benefit in HER2-negative breast cancer. Cancer Commun (Lond) 2023; 43:943-946. [PMID: 37278484 PMCID: PMC10397558 DOI: 10.1002/cac2.12447] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 04/29/2023] [Accepted: 05/24/2023] [Indexed: 06/07/2023] Open
Affiliation(s)
- François Bertucci
- Laboratory of Predictive OncologyLabel Team “Ligue contre le cancer”Cancer Research Center of MarseillePaoli‐Calmettes InstituteAix‐Marseille UniversityInserm UMR1068CNRS UMR725MarseilleFrance
- Department of Medical OncologyPaoli‐Calmettes InstituteMarseilleFrance
| | - Alexandre De Nonneville
- Laboratory of Predictive OncologyLabel Team “Ligue contre le cancer”Cancer Research Center of MarseillePaoli‐Calmettes InstituteAix‐Marseille UniversityInserm UMR1068CNRS UMR725MarseilleFrance
- Department of Medical OncologyPaoli‐Calmettes InstituteMarseilleFrance
| | - Pascal Finetti
- Laboratory of Predictive OncologyLabel Team “Ligue contre le cancer”Cancer Research Center of MarseillePaoli‐Calmettes InstituteAix‐Marseille UniversityInserm UMR1068CNRS UMR725MarseilleFrance
| | - Emilie Mamessier
- Laboratory of Predictive OncologyLabel Team “Ligue contre le cancer”Cancer Research Center of MarseillePaoli‐Calmettes InstituteAix‐Marseille UniversityInserm UMR1068CNRS UMR725MarseilleFrance
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9
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Udu-Ituma S, Adélaïde J, Le TK, Omabe K, Finetti P, Paris C, Guille A, Bertucci F, Birnbaum D, Rocchi P, Chaffanet M. ZNF703 mRNA-Targeting Antisense Oligonucleotide Blocks Cell Proliferation and Induces Apoptosis in Breast Cancer Cell Lines. Pharmaceutics 2023; 15:1930. [PMID: 37514116 PMCID: PMC10384502 DOI: 10.3390/pharmaceutics15071930] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 06/29/2023] [Accepted: 06/30/2023] [Indexed: 07/30/2023] Open
Abstract
The luminal B molecular subtype of breast cancers (BC) accounts for more than a third of BCs and is associated with aggressive clinical behavior and poor prognosis. The use of endocrine therapy in BC treatment has significantly contributed to the decrease in the number of deaths in recent years. However, most BC patients with prolonged exposure to estrogen receptor (ER) selective modulators such as tamoxifen develop resistance and become non-responsive over time. Recent studies have implicated overexpression of the ZNF703 gene in BC resistance to endocrine drugs, thereby highlighting ZNF703 inhibition as an attractive modality in BC treatment, especially luminal B BCs. However, there is no known inhibitor of ZNF703 due to its nuclear association and non-enzymatic activity. Here, we have developed an antisense oligonucleotide (ASO) against ZNF703 mRNA and shown that it downregulates ZNF703 protein expression. ZNF703 inhibition decreased cell proliferation and induced apoptosis. Combined with cisplatin, the anti-cancer effects of ZNF703-ASO9 were improved. Moreover, our work shows that ASO technology may be used to increase the number of targetable cancer genes.
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Affiliation(s)
- Sandra Udu-Ituma
- Equipe Labellisée Ligue Nationale Contre le Cancer, Predictive Oncology Laboratory, Marseille Research Cancer Center, INSERM U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
- Department of Biology, Alex Ekwueme Federal University Ndufu-Alike Ikwo, Abakaliki P.M.B. 1010, Ebonyi State, Nigeria
- European Center for Research in Medical Imaging, Aix-Marseille University, 13005 Marseille, France
| | - José Adélaïde
- Equipe Labellisée Ligue Nationale Contre le Cancer, Predictive Oncology Laboratory, Marseille Research Cancer Center, INSERM U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
| | - Thi Khanh Le
- Equipe Labellisée Ligue Nationale Contre le Cancer, Predictive Oncology Laboratory, Marseille Research Cancer Center, INSERM U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
- European Center for Research in Medical Imaging, Aix-Marseille University, 13005 Marseille, France
| | - Kenneth Omabe
- Equipe Labellisée Ligue Nationale Contre le Cancer, Predictive Oncology Laboratory, Marseille Research Cancer Center, INSERM U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
| | - Pascal Finetti
- Equipe Labellisée Ligue Nationale Contre le Cancer, Predictive Oncology Laboratory, Marseille Research Cancer Center, INSERM U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
| | - Clément Paris
- Equipe Labellisée Ligue Nationale Contre le Cancer, Predictive Oncology Laboratory, Marseille Research Cancer Center, INSERM U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
| | - Arnaud Guille
- Equipe Labellisée Ligue Nationale Contre le Cancer, Predictive Oncology Laboratory, Marseille Research Cancer Center, INSERM U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
| | - François Bertucci
- Equipe Labellisée Ligue Nationale Contre le Cancer, Predictive Oncology Laboratory, Marseille Research Cancer Center, INSERM U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
| | - Daniel Birnbaum
- Equipe Labellisée Ligue Nationale Contre le Cancer, Predictive Oncology Laboratory, Marseille Research Cancer Center, INSERM U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
| | - Palma Rocchi
- Equipe Labellisée Ligue Nationale Contre le Cancer, Predictive Oncology Laboratory, Marseille Research Cancer Center, INSERM U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
- European Center for Research in Medical Imaging, Aix-Marseille University, 13005 Marseille, France
| | - Max Chaffanet
- Equipe Labellisée Ligue Nationale Contre le Cancer, Predictive Oncology Laboratory, Marseille Research Cancer Center, INSERM U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
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10
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Nigon E, Lefeuvre-Plesse C, Martinez A, Chauleur C, Lortholary A, Favier L, Bats AS, Guille A, AdélaÏde J, Finetti P, de Casteljac V, Provansal M, Mamessier E, Bertucci F, Ray-Coquard I, Sabatier R. Clinical, pathological, and comprehensive molecular analysis of the uterine clear cell carcinoma: a retrospective national study from TMRG and GINECO network. J Transl Med 2023; 21:408. [PMID: 37353806 PMCID: PMC10288685 DOI: 10.1186/s12967-023-04264-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 06/09/2023] [Indexed: 06/25/2023] Open
Abstract
BACKGROUND Uterine clear cell carcinomas (CCC) represent less than 5% of uterine cancers. Their biological characteristics and clinical management remain uncertain. A multicenter study to explore both clinical and molecular features of these rare tumors was conducted. METHODS This multicenter retrospective national study was performed within the French TMRG (Rare Gynecologic Malignant Tumors) network. Clinical data and, when available, FFPE blocks were collected. Clinical features, treatments, and outcome (progression-free survival (PFS) and overall survival (OS)) were analyzed and correlated to the protein (tissue micro-array), RNA (Nanostring nCounter® technology), and DNA (array-Comparative Genomic hybridization and target-next generation sequencing) levels using the tumor samples available. RESULTS Sixty-eight patients with uterine CCC were enrolled, 61 from endometrial localization and 5 with cervix localization. Median age at diagnosis was 68.9 years old (range 19-89.7). Most tumors were diagnosed at an early stage (78% FIGO stage I-II). Hysterectomy (performed in 90%) and lymph node dissection (80%) were the most frequent surgical treatment. More than 70% of patients received external beam radiotherapy and 57% received brachytherapy. Nearly half (46%) of the patients received chemotherapy. After a median follow-up of 24.7 months, median PFS was 64.8 months (95 CI [5.3-124.4]) and median OS was 79.7 (IC95 [31.0-128.4]). Low hormone receptor expression (13% estrogen-receptor positive), frequent PI3K pathway alterations (58% PTEN loss, 50% PIK3CA mutations), and P53 abnormalities (41%) were observed. Mismatch repair deficiency was identified in 20%. P16 expression was associated with shorter PFS (HR = 5.88, 95 CI [1.56-25], p = 0.009). Transcriptomic analyzes revealed a specific transcriptomic profile notably with a high expression of immune response-associated genes in uterine CCC displaying a very good overall prognosis. CONCLUSIONS Uterine CCC reported to be potentially MSI high, hormone receptors negative, and sometimes TP53 mutated. However, some patients with immune response-associated features and better prognosis may be candidate to treatment de-escalation and immunotherapy.
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Affiliation(s)
- Elsa Nigon
- Department of Medical Oncology, Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, 232 Boulevard Sainte Marguerite, Marseille, France
| | | | - Alejandra Martinez
- Department of Surgical Oncology, Institut Universitaire du Cancer Toulouse Oncopole, Toulouse, France
| | - Céline Chauleur
- Department of Medical Oncology, Institut de Cancérologie de la Loire, Saint Etienne, France
| | - Alain Lortholary
- Hôpital privé du Confluent, Institut de Cancérologie Catherine de Sienne, Nantes, France
| | - Laure Favier
- Department of Medical Oncology, Centre Georges-François Leclerc, Dijon, France
| | - Anne-Sophie Bats
- Department of Surgical Oncology, Hôpital Européen Georges Pompidou, Assistance Publique Hôpitaux de Paris, Paris, France
| | - Arnaud Guille
- CRCM, Predictive Oncology laboratory, Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, Marseille, France
| | - José AdélaÏde
- CRCM, Predictive Oncology laboratory, Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, Marseille, France
| | - Pascal Finetti
- CRCM, Predictive Oncology laboratory, Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, Marseille, France
| | - Victoire de Casteljac
- Department of Medical Oncology, Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, 232 Boulevard Sainte Marguerite, Marseille, France
| | - Magali Provansal
- Department of Medical Oncology, Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, 232 Boulevard Sainte Marguerite, Marseille, France
| | - Emilie Mamessier
- CRCM, Predictive Oncology laboratory, Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, Marseille, France
| | - François Bertucci
- Department of Medical Oncology, Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, 232 Boulevard Sainte Marguerite, Marseille, France
- CRCM, Predictive Oncology laboratory, Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, Marseille, France
| | - Isabelle Ray-Coquard
- Department of Medical Oncology, Centre Léon Bérard, University Claude Bernard Lyon 1, Lyon, France
| | - Renaud Sabatier
- Department of Medical Oncology, Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, 232 Boulevard Sainte Marguerite, Marseille, France.
- CRCM, Predictive Oncology laboratory, Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, Marseille, France.
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11
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Bertucci F, de Nonneville A, Finetti P, Mamessier E. RE: HER2DX ERBB2 mRNA expression in advanced HER2-positive breast cancer treated with T-DM1. J Natl Cancer Inst 2023; 115:762-763. [PMID: 37004188 PMCID: PMC10248841 DOI: 10.1093/jnci/djad060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 03/10/2023] [Indexed: 04/03/2023] Open
Affiliation(s)
- François Bertucci
- Aix Marseille Univ, INSERM U1068, CNRS UMR725, Institut Paoli-Calmettes, Laboratory of Predictive Oncology, CRCM, Label “Ligue Contre le Cancer”, Marseille, France
| | - Alexandre de Nonneville
- Aix Marseille Univ, INSERM U1068, CNRS UMR725, Institut Paoli-Calmettes, Laboratory of Predictive Oncology, CRCM, Label “Ligue Contre le Cancer”, Marseille, France
| | | | - Emilie Mamessier
- Aix Marseille Univ, INSERM U1068, CNRS UMR725, Institut Paoli-Calmettes, Laboratory of Predictive Oncology, CRCM, Label “Ligue Contre le Cancer”, Marseille, France
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12
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Miallot R, Millet V, Groult Y, Modelska A, Crescence L, Roulland S, Henri S, Malissen B, Brouilly N, Panicot-Dubois L, Vincentelli R, Sulzenbacher G, Finetti P, Dutour A, Blay JY, Bertucci F, Galland F, Naquet P. An OMA1 redox site controls mitochondrial homeostasis, sarcoma growth, and immunogenicity. Life Sci Alliance 2023; 6:e202201767. [PMID: 37024121 PMCID: PMC10078952 DOI: 10.26508/lsa.202201767] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 03/21/2023] [Accepted: 03/24/2023] [Indexed: 04/08/2023] Open
Abstract
Aggressive tumors often display mitochondrial dysfunction. Upon oxidative stress, mitochondria undergo fission through OMA1-mediated cleavage of the fusion effector OPA1. In yeast, a redox-sensing switch participates in OMA1 activation. 3D modeling of OMA1 comforted the notion that cysteine 403 might participate in a similar sensor in mammalian cells. Using prime editing, we developed a mouse sarcoma cell line in which OMA1 cysteine 403 was mutated in alanine. Mutant cells showed impaired mitochondrial responses to stress including ATP production, reduced fission, resistance to apoptosis, and enhanced mitochondrial DNA release. This mutation prevented tumor development in immunocompetent, but not nude or cDC1 dendritic cell-deficient, mice. These cells prime CD8+ lymphocytes that accumulate in mutant tumors, whereas their depletion delays tumor control. Thus, OMA1 inactivation increased the development of anti-tumor immunity. Patients with complex genomic soft tissue sarcoma showed variations in the level of OMA1 and OPA1 transcripts. High expression of OPA1 in primary tumors was associated with shorter metastasis-free survival after surgery, and low expression of OPA1, with anti-tumor immune signatures. Targeting OMA1 activity may enhance sarcoma immunogenicity.
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Affiliation(s)
- Richard Miallot
- Aix-Marseille Université, INSERM, CNRS, Centre d'Immunologie de Marseille-Luminy, Marseille, France
| | - Virginie Millet
- Aix-Marseille Université, INSERM, CNRS, Centre d'Immunologie de Marseille-Luminy, Marseille, France
| | - Yann Groult
- Aix-Marseille Université, INSERM, CNRS, Centre d'Immunologie de Marseille-Luminy, Marseille, France
| | - Angelika Modelska
- Aix-Marseille Université, INSERM, CNRS, Centre d'Immunologie de Marseille-Luminy, Marseille, France
| | - Lydie Crescence
- Aix Marseille Université, INSERM 1263, INRAE 1260, Plateforme d'Imagerie Vasculaire et de Microscopie Intravitale, C2VN, Marseille, France
| | - Sandrine Roulland
- Aix-Marseille Université, INSERM, CNRS, Centre d'Immunologie de Marseille-Luminy, Marseille, France
| | - Sandrine Henri
- Aix-Marseille Université, INSERM, CNRS, Centre d'Immunologie de Marseille-Luminy, Marseille, France
| | - Bernard Malissen
- Aix-Marseille Université, INSERM, CNRS, Centre d'Immunologie de Marseille-Luminy, Marseille, France
- Centre d'Immunophénomique, Aix Marseille Université, INSERM, CNRS, Marseille, France
| | | | - Laurence Panicot-Dubois
- Aix Marseille Université, INSERM 1263, INRAE 1260, Plateforme d'Imagerie Vasculaire et de Microscopie Intravitale, C2VN, Marseille, France
| | - Renaud Vincentelli
- Aix-Marseille Université, CNRS, Architecture et Fonction des Macromolécules Biologiques, Marseille, France
| | - Gerlind Sulzenbacher
- Aix-Marseille Université, CNRS, Architecture et Fonction des Macromolécules Biologiques, Marseille, France
| | - Pascal Finetti
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, Aix-Marseille Université, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), Marseille, France
| | - Aurélie Dutour
- Childhood Cancers and Cell Death Laboratory, Cancer Research Center of Lyon (CRCL), INSERM 1052, CNRS, Lyon, France
| | - Jean-Yves Blay
- Childhood Cancers and Cell Death Laboratory, Cancer Research Center of Lyon (CRCL), INSERM 1052, CNRS, Lyon, France
- Department of Medicine, Centre Léon Bérard, UNICANCER & University Lyon I, Lyon, France
| | - François Bertucci
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, Aix-Marseille Université, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), Marseille, France
| | - Franck Galland
- Aix-Marseille Université, INSERM, CNRS, Centre d'Immunologie de Marseille-Luminy, Marseille, France
| | - Philippe Naquet
- Aix-Marseille Université, INSERM, CNRS, Centre d'Immunologie de Marseille-Luminy, Marseille, France
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Bigarré C, Bertucci F, Finetti P, Macgrogan G, Muracciole X, Benzekry S. Mechanistic modeling of metastatic relapse in early breast cancer to investigate the biological impact of prognostic biomarkers. Comput Methods Programs Biomed 2023; 231:107401. [PMID: 36804267 DOI: 10.1016/j.cmpb.2023.107401] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 01/12/2023] [Accepted: 02/01/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND AND OBJECTIVE Estimating the risk of metastatic relapse is a major challenge to decide adjuvant treatment options in early-stage breast cancer (eBC). To date, distant metastasis-free survival (DMFS) analysis mainly relies on classical, agnostic, statistical models (e.g., Cox regression). Instead, we propose here to derive mechanistic models of DMFS. METHODS The present series consisted of eBC patients who did not receive adjuvant systemic therapy from three datasets, composed respectively of 692 (Bergonié Institute), 591 (Paoli-Calmettes Institute, IPC), and 163 (Public Hospital Marseille, AP-HM) patients with routine clinical annotations. The last dataset also contained expression of three non-routine biomarkers. Our mechanistic model of DMFS relies on two mathematical parameters that represent growth (α) and dissemination (μ). We identified their population distributions using mixed-effects modeling. Critically, we propose a novel variable selection procedure allowing to: (i) identify the association of biological parameters with either α, μ or both, and (ii) generate an optimal candidate model for DMFS prediction. RESULTS We found that Ki67 and Thymidine Kinase-1 were associated with α, and nodal status and Plasminogen Activator Inhibitor-1 with μ. The predictive performances of the model were excellent in calibration but moderate in discrimination, with c-indices of 0.72 (95% CI [0.48, 0.95], AP-HM), 0.63 ([0.44, 0.83], Bergonié) and 0.60 (95% CI [0.54, 0.80], IPC). CONCLUSIONS Overall, we demonstrate that our novel method combining mechanistic and advanced statistical modeling is able to unravel the biological roles of clinicopathological parameters from DMFS data.
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Affiliation(s)
- Célestin Bigarré
- COMPO, Inria Méditerranée, Cancer Research Center of Marseille, Inserm UMR1068, CNRS UMR7258, Aix Marseille University UM105, 13385 Marseille, France.
| | - François Bertucci
- Predictive Oncology Laboratory, Marseille Cancer Research Centre (CRCM), Inserm U1068, CNRS UMR7258, Institut Paoli-Calmettes, Equipe labellisée Ligue Nationale Contre Le Cancer, Aix-Marseille University, Marseille, France; Department of Medical Oncology, CRCM, Institut Paoli-Calmettes, CNRS, Inserm, Aix-Marseille University, Marseille, France
| | - Pascal Finetti
- Predictive Oncology Laboratory, Marseille Cancer Research Centre (CRCM), Inserm U1068, CNRS UMR7258, Institut Paoli-Calmettes, Equipe labellisée Ligue Nationale Contre Le Cancer, Aix-Marseille University, Marseille, France
| | - Gaëtan Macgrogan
- Department of Biopathology, Institut Bergonié, Regional Comprehensive Cancer Centre, Bordeaux, France; Inserm U1218, Bordeaux Public Health, University of Bordeaux, Bordeaux, France
| | - Xavier Muracciole
- COMPO, Inria Méditerranée, Cancer Research Center of Marseille, Inserm UMR1068, CNRS UMR7258, Aix Marseille University UM105, 13385 Marseille, France; Radiotherapy Department, Assistance Publique - Hôpitaux de Marseille, Aix Marseille University, Marseille, France
| | - Sébastien Benzekry
- COMPO, Inria Méditerranée, Cancer Research Center of Marseille, Inserm UMR1068, CNRS UMR7258, Aix Marseille University UM105, 13385 Marseille, France
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14
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Rapetti-Mauss R, Nigri J, Berenguier C, Finetti P, Tubiana SS, Labrum B, Allegrini B, Pellissier B, Efthymiou G, Hussain Z, Bousquet C, Dusetti N, Bertucci F, Guizouarn H, Melnyk P, Borgese F, Tomasini R, Soriani O. SK2 channels set a signalling hub bolstering CAF-triggered tumourigenic processes in pancreatic cancer. Gut 2023; 72:722-735. [PMID: 36882214 DOI: 10.1136/gutjnl-2021-326610] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 08/12/2022] [Indexed: 03/09/2023]
Abstract
OBJECTIVE Intercellular communication within pancreatic ductal adenocarcinoma (PDAC) dramatically contributes to metastatic processes. The underlying mechanisms are poorly understood, resulting in a lack of targeted therapy to counteract stromal-induced cancer cell aggressiveness. Here, we investigated whether ion channels, which remain understudied in cancer biology, contribute to intercellular communication in PDAC. DESIGN We evaluated the effects of conditioned media from patient-derived cancer-associated fibroblasts (CAFs) on electrical features of pancreatic cancer cells (PCC). The molecular mechanisms were deciphered using a combination of electrophysiology, bioinformatics, molecular and biochemistry techniques in cell lines and human samples. An orthotropic mouse model where CAF and PCC were co-injected was used to evaluate tumour growth and metastasis dissemination. Pharmacological studies were carried out in the Pdx1-Cre, Ink4afl/fl LSL-KrasG12D (KICpdx1) mouse model. RESULTS We report that the K+ channel SK2 expressed in PCC is stimulated by CAF-secreted cues (8.84 vs 2.49 pA/pF) promoting the phosphorylation of the channel through an integrin-epidermal growth factor receptor (EGFR)-AKT (Protein kinase B) axis. SK2 stimulation sets a positive feedback on the signalling pathway, increasing invasiveness in vitro (threefold) and metastasis formation in vivo. The CAF-dependent formation of the signalling hub associating SK2 and AKT requires the sigma-1 receptor chaperone. The pharmacological targeting of Sig-1R abolished CAF-induced activation of SK2, reduced tumour progression and extended the overall survival in mice (11.7 weeks vs 9.5 weeks). CONCLUSION We establish a new paradigm in which an ion channel shifts the activation level of a signalling pathway in response to stromal cues, opening a new therapeutic window targeting the formation of ion channel-dependent signalling hubs.
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Affiliation(s)
| | - Jérémy Nigri
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS UMR7258, Université Aix-Marseille, Marseille, France
| | | | - Pascal Finetti
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS UMR7258, Université Aix-Marseille, Marseille, France
| | - Sarah Simha Tubiana
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS UMR7258, Université Aix-Marseille, Marseille, France
| | - Bonnie Labrum
- Université Côte d'azur, CNRS, Inserm, iBV, Nice, France
| | | | | | - Georgios Efthymiou
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS UMR7258, Université Aix-Marseille, Marseille, France
| | - Zainab Hussain
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS UMR7258, Université Aix-Marseille, Marseille, France
| | - Corinne Bousquet
- Centre de Recherche en Cancérologie de Toulouse (CRCT), INSERM Unité Mixte de Recherche UMR-1037, CNRS Equipe de Recherche Labellisée ERL5294, Equipe de Recherche Labellisée "Ligue Contre le Cancer" & "LabEx Toucan", Université de Toulouse, Toulouse, France
| | - Nelson Dusetti
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS UMR7258, Université Aix-Marseille, Marseille, France
| | - François Bertucci
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS UMR7258, Université Aix-Marseille, Marseille, France
| | | | - Patricia Melnyk
- Lille Neuroscience and Cognition Research Center UMR-S 1172, University of Lille, INSERM, CHU Lille, Lille, France
| | | | - Richard Tomasini
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS UMR7258, Université Aix-Marseille, Marseille, France
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15
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Manai M, Bini I, Finetti P, Bichiou H, Reduzzi C, Hamida NB, Lopez M, Rahal K, Mrad K, Manai M, Cristofanilli M, Boussen H, Doghri R, Kharrat M, Bertucci F. Abstract P6-10-15: Targeting MARCKS in inflammatory breast cancer increased paclitaxel sensitivity. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p6-10-15] [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: 03/06/2023]
Abstract
Abstract
Background. Because of its high metastatic potential, inflammatory breast cancer (IBC) is the most lethal and aggressive form of breast cancer. We previously demonstrated that Myristoylated Alanine-Rich C Kinase Substrate (MARCKS) protein overexpression was associated with shorter metastasis-free survival (MFS) in IBC patients, but not in non-IBC (nIBC) patients. However, the mechanism of action of MARCKS and its particular association to poorer outcome in IBC compared to nIBC are poorly understood. Methods. We evaluated in vitro the inhibitory effect of MPS (MARCKS phosphorylation site domain), a peptide targeting MARCKS phosphorylation site domain (PSD) in single and in combination with paclitaxel treatment, on cell proliferation and cell motility in two cell lines of different phenotype (SUM149 for IBC and MDA-MB-231 for nIBC), as well as its distinct molecular mechanisms of action. We also assessed the clinical relevance of the protein expression of MARCKS and phosphatase and tensin homolog (PTEN) in a large series of IBC vs. nIBC patients. Results. In vitro, the treatment with MPS peptide impaired cell proliferation, migration, and invasion in SUM149 compared to MDA-MB-231 cells. More important, MARCKS inhibition increased paclitaxel sensitivity when using combination therapy in SUM149 cells compared to MDA-MB-231 cells. Interestingly, we could partially explain this specific inhibitory effect in IBC cells using western blot: MARCKS inhibition in single and in combination induced up and downregulation of the PTEN/AKT signaling pathway respectively in IBC compared to nIBC cells. Importantly, a negative correlation of MARCKS and PTEN was only found in the clinical IBC samples (180 patients) compared to nIBC samples (355 patients). More importantly, the group of patients with negative MARCKS and positive PTEN protein expression was associated to better 5-year MFS only in IBC patients. Conclusion. These results indicate two major findings: first, the important prognostic value of the negative correlation of MARCKS and PTEN expression in IBC patients, and second the specific role of MARCKS in regulating different downstream pathways and increasing the paclitaxel response in combination treatment in IBC compared to non-IBC. They suggest a potential IBC-specific targetable biomarker, the inhibition of which might impair disease aggressiveness and perhaps enhance patients’ survival.
Citation Format: Maroua Manai, Ines Bini, Pascal Finetti, Haifa Bichiou, Carolina Reduzzi, Naziha Ben Hamida, Marc Lopez, Khaled Rahal, Karima Mrad, Mohamed Manai, Massimo Cristofanilli, Hamouda Boussen, Raoudha Doghri, Maher Kharrat, François Bertucci. Targeting MARCKS in inflammatory breast cancer increased paclitaxel sensitivity [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P6-10-15.
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Affiliation(s)
| | - Ines Bini
- 2Biomolecules Laboratory, of Venins and Theranostic Applications Pasteur Institute of Tunis, Tunisia
| | - Pascal Finetti
- 3Predictive Oncology Laboratory, Inserm Umr1068, Aix Marseille University, France
| | - Haifa Bichiou
- 4Laboratory of Medical Parasitology, Biotechnology, and Biomolecules-LR16 IPT06, Institut Pasteur de Tunis, Tunisia
| | | | | | - Marc Lopez
- 7Predictive Oncology Laboratory, Inserm Umr1068, Aix Marseille University, France
| | - Khaled Rahal
- 8Surgical oncology service, Salah Azaiez Institute, Tunisia
| | - Karima Mrad
- 9Anatomic Pathology Department, Salah Azaiz Institute, Tunisia
| | - Mohamed Manai
- 10Faculty of Sciences of Tunis, University of Tunis El Manar, Tunisia
| | | | | | - Raoudha Doghri
- 13Anatomic Pathology Department, Salah Azaiz Institute, Tunisia
| | - Maher Kharrat
- 14Human Genetics Laboratory (LR99ES10), Faculty of Medicine of Tunis, University of Tunis, Tunisia
| | - François Bertucci
- 15Predictive Oncology Laboratory, Inserm Umr1068, Aix Marseille University, France
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16
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Le TK, Cherif C, Omabe K, Paris C, Lannes F, Audebert S, Baudelet E, Hamimed M, Barbolosi D, Finetti P, Bastide C, Fazli L, Gleave M, Bertucci F, Taïeb D, Rocchi P. DDX5 mRNA-targeting antisense oligonucleotide as a new promising therapeutic in combating castration-resistant prostate cancer. Mol Ther 2023; 31:471-486. [PMID: 35965411 PMCID: PMC9931527 DOI: 10.1016/j.ymthe.2022.08.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 06/26/2022] [Accepted: 08/09/2022] [Indexed: 02/07/2023] Open
Abstract
The heat shock protein 27 (Hsp27) has emerged as a principal factor of the castration-resistant prostate cancer (CRPC) progression. Also, an antisense oligonucleotide (ASO) against Hsp27 (OGX-427 or apatorsen) has been assessed in different clinical trials. Here, we illustrate that Hsp27 highly regulates the expression of the human DEAD-box protein 5 (DDX5), and we define DDX5 as a novel therapeutic target for CRPC treatment. DDX5 overexpression is strongly correlated with aggressive tumor features, notably with CRPC. DDX5 downregulation using a specific ASO-based inhibitor that acts on DDX5 mRNAs inhibits cell proliferation in preclinical models, and it particularly restores the treatment sensitivity of CRPC. Interestingly, through the identification and analysis of DDX5 protein interaction networks, we have identified some specific functions of DDX5 in CRPC that could contribute actively to tumor progression and therapeutic resistance. We first present the interactions of DDX5 and the Ku70/80 heterodimer and the transcription factor IIH, thereby uncovering DDX5 roles in different DNA repair pathways. Collectively, our study highlights critical functions of DDX5 contributing to CRPC progression and provides preclinical proof of concept that a combination of ASO-directed DDX5 inhibition with a DNA damage-inducing therapy can serve as a highly potential novel strategy to treat CRPC.
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Affiliation(s)
- Thi Khanh Le
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, 13273 Marseille, France; Department of Life Science, University of Science and Technology of Hanoi, Hanoi 000084, Vietnam
| | - Chaïma Cherif
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, 13273 Marseille, France
| | - Kenneth Omabe
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, 13273 Marseille, France
| | - Clément Paris
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, 13273 Marseille, France
| | - François Lannes
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, 13273 Marseille, France; Urology Deparment, AP-HM Hospital Nord, Aix-Marseille University, 13915 Marseille Cedex 20, France
| | - Stéphane Audebert
- Marseille Protéomique, Centre de Recherche en Cancérologie de Marseille, INSERM, CNRS, Institut Paoli-Calmettes, Aix-Marseille University, 13009 Marseille, France
| | - Emilie Baudelet
- Marseille Protéomique, Centre de Recherche en Cancérologie de Marseille, INSERM, CNRS, Institut Paoli-Calmettes, Aix-Marseille University, 13009 Marseille, France
| | - Mourad Hamimed
- Inria - Inserm team COMPO, COMPutational pharmacology and clinical Oncology, Centre Inria Sophia Antipolis - Méditerranée, Centre de Recherches en Cancérologie de Marseille, Inserm U1068, CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Boulevard Jean Moulin, 13005 Marseille, France
| | - Dominique Barbolosi
- Inria - Inserm team COMPO, COMPutational pharmacology and clinical Oncology, Centre Inria Sophia Antipolis - Méditerranée, Centre de Recherches en Cancérologie de Marseille, Inserm U1068, CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Boulevard Jean Moulin, 13005 Marseille, France
| | - Pascal Finetti
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, 13273 Marseille, France
| | - Cyrille Bastide
- Urology Deparment, AP-HM Hospital Nord, Aix-Marseille University, 13915 Marseille Cedex 20, France
| | - Ladan Fazli
- The Vancouver Prostate Centre, University of British Columbia, Vancouver, BC V6H 3Z6, Canada
| | - Martin Gleave
- The Vancouver Prostate Centre, University of British Columbia, Vancouver, BC V6H 3Z6, Canada
| | - François Bertucci
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, 13273 Marseille, France
| | - David Taïeb
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, 13273 Marseille, France; La Timone University Hospital, Aix-Marseille University, 13005 Marseille, France; European Center for Research in Medical Imaging, Aix-Marseille University, 13005 Marseille, France
| | - Palma Rocchi
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, 13273 Marseille, France; European Center for Research in Medical Imaging, Aix-Marseille University, 13005 Marseille, France.
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17
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Birnbaum DJ, Picard M, Da Costa Q, Delayre T, Finetti P, Cabaud O, Agavnian E, De Rauglaudre B, Denicolaï E, Bertucci F, Mamessier E. PVRIG Expression Is an Independent Prognostic Factor and a New Potential Target for Immunotherapy in Hepatocellular Carcinoma. Cancers (Basel) 2023; 15:cancers15020447. [PMID: 36672396 PMCID: PMC9856571 DOI: 10.3390/cancers15020447] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 01/04/2023] [Accepted: 01/08/2023] [Indexed: 01/13/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is a frequent and deadly cancer in need of new treatments. Immunotherapy has shown promising results in several solid tumors. The TIGIT/DNAM-1 axis gathers targets for new immune checkpoint inhibitors (ICIs). Here, we aimed at highlighting the potential of this axis as a new therapeutic option for HCC. For this, we built a large transcriptomic database of 683 HCC samples, clinically annotated, and 319 normal liver tissues. We interrogated this database for the transcriptomic expression of each member of the TIGIT/DNAM-1 axis and tested their prognostic value for survival. We then focused on the most discriminant one for these criteria, i.e., PVRIG, and analyzed the clinical characteristics, the disease-free and overall survivals, and biological pathways associated with PVRIG High tumors. Among all members of the TIGIT/DNAM-1 axis, PVRIG expression was higher in tumors than in normal liver, was heterogeneous across tumors, and was the only member with independent prognostic value for better survival. PVRIG High tumors were characterized by a higher lymphocytic infiltrate and enriched for signatures associated with tertiary lymphoid structures and better anti-tumor immune response. These results suggest that patients with PVRIG High tumors might be good candidates for immune therapy involving ICIs, notably ICIs targeting the TIGIT/DNAM-1 axis. Further functional and clinical validation is urgently required.
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Affiliation(s)
- David Jeremie Birnbaum
- Predictive Oncology Laboratory, Labeled Team Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Paoli-Calmettes Institute (IPC), Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseilles, France
- General and Visceral Surgery Department, North’s Hospital, 13015 Marseilles, France
| | - Maelle Picard
- Predictive Oncology Laboratory, Labeled Team Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Paoli-Calmettes Institute (IPC), Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseilles, France
| | - Quentin Da Costa
- Predictive Oncology Laboratory, Labeled Team Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Paoli-Calmettes Institute (IPC), Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseilles, France
| | - Thomas Delayre
- Predictive Oncology Laboratory, Labeled Team Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Paoli-Calmettes Institute (IPC), Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseilles, France
- General and Visceral Surgery Department, North’s Hospital, 13015 Marseilles, France
| | - Pascal Finetti
- Predictive Oncology Laboratory, Labeled Team Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Paoli-Calmettes Institute (IPC), Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseilles, France
| | - Olivier Cabaud
- Predictive Oncology Laboratory, Labeled Team Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Paoli-Calmettes Institute (IPC), Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseilles, France
| | - Emilie Agavnian
- IPC/CRCM Experimental Pathology (ICEP), CRCM, Paoli-Calmettes Institute, 13009 Marseilles, France
| | - Bernadette De Rauglaudre
- Predictive Oncology Laboratory, Labeled Team Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Paoli-Calmettes Institute (IPC), Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseilles, France
- Department of Digestive Oncology and Gastro-Enterology, Timone Hospital, AP-HM, 13005 Marseille, France
| | - Emilie Denicolaï
- Predictive Oncology Laboratory, Labeled Team Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Paoli-Calmettes Institute (IPC), Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseilles, France
| | - François Bertucci
- Predictive Oncology Laboratory, Labeled Team Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Paoli-Calmettes Institute (IPC), Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseilles, France
- Department of Medical Oncology, Paoli-Calmettes Institute, 13009 Marseilles, France
| | - Emilie Mamessier
- Predictive Oncology Laboratory, Labeled Team Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Paoli-Calmettes Institute (IPC), Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseilles, France
- Correspondence: ; Tel.: +33-4-91-22-72-61
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18
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Sanson R, Lazzara SL, Cune D, Pitasi CL, Trentesaux C, Fraudeau M, Letourneur F, Saintpierre B, Le Gall M, Bossard P, Terris B, Finetti P, Bertucci F, Mamessier E, Romagnolo B, Perret C. Axin1 Protects Colon Carcinogenesis by an Immune-Mediated Effect. Cell Mol Gastroenterol Hepatol 2023; 15:689-715. [PMID: 36356835 PMCID: PMC9874083 DOI: 10.1016/j.jcmgh.2022.10.017] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 10/27/2022] [Accepted: 10/27/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND & AIMS Axin1 is a negative regulator of wingless-type MMTV integration site family, member 1 (Wnt)/β-catenin signaling with tumor-suppressor function. The Wnt pathway has a critical role in the intestine, both during homeostasis and cancer, but the role of Axin1 remains elusive. METHODS We assessed the role of Axin1 in normal intestinal homeostasis, with control, epithelial-specific, Axin1-knockout mice (Axin1ΔIEC) and Axin2-knockout mice. We evaluated the tumor-suppressor function of Axin1 during chemically induced colorectal tumorigenesis and dextran sulfate sodium-induced colitis, and performed comparative gene expression profiling by whole-genome RNA sequencing. The clinical relevance of the Axin1-dependent gene expression signature then was tested in a database of 2239 clinical colorectal cancer (CRC) samples. RESULTS We found that Axin1 was dispensable for normal intestinal homeostasis and redundant with Axin2 for Wnt pathway down-regulation. Axin1 deficiency in intestinal epithelial cells rendered mice more susceptible to chemically induced colon carcinogenesis, but reduced dextran sulfate sodium-induced colitis by attenuating the induction of a proinflammatory program. RNA-seq analyses identified an interferon γ/T-helper1 immune program controlled by Axin1 that enhances the inflammatory response and protects against CRC. The Axin1-dependent gene expression signature was applied to human CRC samples and identified a group of patients with potential vulnerability to immune checkpoint blockade therapies. CONCLUSIONS Our study establishes, in vivo, that Axin1 has redundant function with Axin2 for Wnt down-regulation and infers a new role for Axin1. Physiologically, Axin1 stimulates gut inflammation via an interferon γ/Th1 program that prevents tumor growth. Linked to its T-cell-mediated effect, the colonic Axin1 signature offers therapeutic perspectives for CRC.
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Affiliation(s)
- Romain Sanson
- Université de Paris, Institut Cochin, INSERM, Centre National Recherche Scientifique, Paris, France; Equipe Labellisée Ligue Nationale Contre Le Cancer, Paris, France
| | - Silvia Luna Lazzara
- Université de Paris, Institut Cochin, INSERM, Centre National Recherche Scientifique, Paris, France; Equipe Labellisée Ligue Nationale Contre Le Cancer, Paris, France
| | - David Cune
- Université de Paris, Institut Cochin, INSERM, Centre National Recherche Scientifique, Paris, France; Equipe Labellisée Ligue Nationale Contre Le Cancer, Paris, France
| | - Caterina Luana Pitasi
- Université de Paris, Institut Cochin, INSERM, Centre National Recherche Scientifique, Paris, France; Equipe Labellisée Ligue Nationale Contre Le Cancer, Paris, France
| | - Coralie Trentesaux
- Université de Paris, Institut Cochin, INSERM, Centre National Recherche Scientifique, Paris, France; Equipe Labellisée Ligue Nationale Contre Le Cancer, Paris, France
| | - Marie Fraudeau
- Université de Paris, Institut Cochin, INSERM, Centre National Recherche Scientifique, Paris, France; Equipe Labellisée Ligue Nationale Contre Le Cancer, Paris, France
| | - Franck Letourneur
- Genomic Facility, Université de Paris, Institut Cochin, INSERM, Centre National Recherche Scientifique, Paris, France
| | - Benjamin Saintpierre
- Genomic Facility, Université de Paris, Institut Cochin, INSERM, Centre National Recherche Scientifique, Paris, France
| | - Morgane Le Gall
- Proteomic Facility, Université de Paris, Institut Cochin, INSERM, Centre National Recherche Scientifique, Paris, France
| | - Pascale Bossard
- Université de Paris, Institut Cochin, INSERM, Centre National Recherche Scientifique, Paris, France; Equipe Labellisée Ligue Nationale Contre Le Cancer, Paris, France
| | - Benoit Terris
- Université de Paris, Institut Cochin, INSERM, Centre National Recherche Scientifique, Paris, France; Equipe Labellisée Ligue Nationale Contre Le Cancer, Paris, France; Assistance Publique Hôpitaux de Paris, Hôpitaux Universitaires Paris Centre, Pathology Department, Hôpital Cochin, Paris, France
| | - Pascal Finetti
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, INSERM Unité Mixte de Recherche 1068, Centre National Recherche Scientifique Unité Mixte de Recherche 725, Marseille, France
| | - François Bertucci
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, INSERM Unité Mixte de Recherche 1068, Centre National Recherche Scientifique Unité Mixte de Recherche 725, Marseille, France
| | - Emilie Mamessier
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, INSERM Unité Mixte de Recherche 1068, Centre National Recherche Scientifique Unité Mixte de Recherche 725, Marseille, France
| | - Béatrice Romagnolo
- Université de Paris, Institut Cochin, INSERM, Centre National Recherche Scientifique, Paris, France; Equipe Labellisée Ligue Nationale Contre Le Cancer, Paris, France.
| | - Christine Perret
- Université de Paris, Institut Cochin, INSERM, Centre National Recherche Scientifique, Paris, France; Equipe Labellisée Ligue Nationale Contre Le Cancer, Paris, France.
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19
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Wang X, Semba T, Manyam GC, Wang J, Shao S, Bertucci F, Finetti P, Krishnamurthy S, Phi LTH, Pearson T, Van Laere SJ, Burks JK, Cohen EN, Reuben JM, Yang F, Min H, Navin N, Trinh VN, Iwase T, Batra H, Shen Y, Zhang X, Tripathy D, Ueno NT. EGFR is a master switch between immunosuppressive and immunoactive tumor microenvironment in inflammatory breast cancer. Sci Adv 2022; 8:eabn7983. [PMID: 36525493 PMCID: PMC9757751 DOI: 10.1126/sciadv.abn7983] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 11/17/2022] [Indexed: 06/17/2023]
Abstract
Inflammatory breast cancer (IBC), the most aggressive breast cancer subtype, is driven by an immunosuppressive tumor microenvironment (TME). Current treatments for IBC have limited efficacy. In a clinical trial (NCT01036087), an anti-EGFR antibody combined with neoadjuvant chemotherapy produced the highest pathological complete response rate ever reported in patients with IBC having triple-negative receptor status. We determined the molecular and immunological mechanisms behind this superior clinical outcome. Using novel humanized IBC mouse models, we discovered that EGFR-targeted therapy remodels the IBC TME by increasing cytotoxic T cells and reducing immunosuppressive regulatory T cells and M2 macrophages. These changes were due to diminishing immunosuppressive chemokine expression regulated by transcription factor EGR1. We also showed that induction of an immunoactive IBC TME by an anti-EGFR antibody improved the antitumor efficacy of an anti-PD-L1 antibody. Our findings lay the foundation for clinical trials evaluating EGFR-targeted therapy combined with immune checkpoint inhibitors in patients with cancer.
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Affiliation(s)
- Xiaoping Wang
- Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Takashi Semba
- Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Ganiraju C. Manyam
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Jing Wang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Shan Shao
- Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Francois Bertucci
- Laboratoire d’Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille (CRCM), Inserm, U1068, CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille Université, Marseille, France
- Département d’Oncologie Médicale, Institut Paoli-Calmettes, Marseille, France
| | - Pascal Finetti
- Laboratoire d’Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille (CRCM), Inserm, U1068, CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille Université, Marseille, France
| | - Savitri Krishnamurthy
- Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Lan Thi Hanh Phi
- Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX 77030, USA
| | - Troy Pearson
- Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Steven J. Van Laere
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp; Universiteitsplein 1, 2610 Wilrijk, Belgium
| | - Jared K. Burks
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Evan N. Cohen
- Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - James M. Reuben
- Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Fei Yang
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Hu Min
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Nicholas Navin
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Van Ngu Trinh
- Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Toshiaki Iwase
- Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Harsh Batra
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Yichao Shen
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Xiang Zhang
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Debu Tripathy
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Naoto T. Ueno
- Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Cancer Biology Program, University of Hawai'i Cancer Center, Honolulu, HI 96813, USA
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20
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de Rauglaudre B, Finetti P, Birnbaum DJ, Lopez M, Bertucci F, Mamessier E. First-in-Human, Phase I Study of PCA062 in Solid Tumors—Letter. Mol Cancer Ther 2022; 21:1742-1743. [DOI: 10.1158/1535-7163.mct-22-0240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 06/14/2022] [Accepted: 08/26/2022] [Indexed: 11/05/2022]
Affiliation(s)
- Bernadette de Rauglaudre
- 1Laboratory of Predictive Oncology, Centre de Recherche en Cancerologie de Marseille, Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, “Equipe labellisee Ligue Contre le Cancer”, Marseille, France
- 2Departement d'Oncologie Digestive, Hopital de la Timone, Assistance Publique – Hopitaux de Marseille (APHM), Marseille, France
- 3Aix-Marseille University, France
| | - Pascal Finetti
- 1Laboratory of Predictive Oncology, Centre de Recherche en Cancerologie de Marseille, Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, “Equipe labellisee Ligue Contre le Cancer”, Marseille, France
- 3Aix-Marseille University, France
| | - David Jérémie Birnbaum
- 1Laboratory of Predictive Oncology, Centre de Recherche en Cancerologie de Marseille, Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, “Equipe labellisee Ligue Contre le Cancer”, Marseille, France
- 3Aix-Marseille University, France
- 4Departement de Chirurgie digestive, Hopital Nord, APHM, Marseille, France
| | - Marc Lopez
- 1Laboratory of Predictive Oncology, Centre de Recherche en Cancerologie de Marseille, Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, “Equipe labellisee Ligue Contre le Cancer”, Marseille, France
- 3Aix-Marseille University, France
| | - François Bertucci
- 1Laboratory of Predictive Oncology, Centre de Recherche en Cancerologie de Marseille, Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, “Equipe labellisee Ligue Contre le Cancer”, Marseille, France
- 3Aix-Marseille University, France
- 5Departement d'Oncologie Medicale, Institut Paoli-Calmettes, Marseille, France
| | - Emilie Mamessier
- 1Laboratory of Predictive Oncology, Centre de Recherche en Cancerologie de Marseille, Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, “Equipe labellisee Ligue Contre le Cancer”, Marseille, France
- 3Aix-Marseille University, France
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21
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Baba T, Finetti P, Lillemoe KD, Warshaw AL, Fernández-Del Castillo C, Liss AS. A Lesson in Transcriptional Plasticity: Classical Identity Is Silenced, but Not Lost, in Pancreatic Ductal Adenocarcinoma Cell Lines. Gastroenterology 2022; 163:1450-1453.e3. [PMID: 35850199 PMCID: PMC9613505 DOI: 10.1053/j.gastro.2022.07.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 07/05/2022] [Accepted: 07/08/2022] [Indexed: 12/02/2022]
Affiliation(s)
- Taisuke Baba
- Department of Surgery, Massachusetts General Hospital and, Harvard Medical School, Boston, Massachusetts
| | - Pascal Finetti
- Department of Predictive Oncology, Cancer Research Center of Marseille, U1068 INSERM, UMR 7258 CNRS, Institut Paoli Calmettes, Aix-Marseille University, Marseille, France
| | - Keith D Lillemoe
- Department of Surgery, Massachusetts General Hospital and, Harvard Medical School, Boston, Massachusetts
| | - Andrew L Warshaw
- Department of Surgery, Massachusetts General Hospital and, Harvard Medical School, Boston, Massachusetts
| | | | - Andrew S Liss
- Department of Surgery, Massachusetts General Hospital and, Harvard Medical School, Boston, Massachusetts.
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22
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Boudin L, de Nonneville A, Finetti P, Mescam L, Le Cesne A, Italiano A, Blay JY, Birnbaum D, Mamessier E, Bertucci F. CSPG4 expression in soft tissue sarcomas is associated with poor prognosis and low cytotoxic immune response. Lab Invest 2022; 20:464. [PMID: 36221119 PMCID: PMC9552405 DOI: 10.1186/s12967-022-03679-y] [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: 08/06/2022] [Accepted: 09/29/2022] [Indexed: 11/10/2022]
Abstract
Background Soft tissue sarcomas (STS) are heterogeneous and pro-metastatic tumors. Identification of accurate prognostic factors and novel therapeutic targets are crucial. CSPG4 is a cell surface proteoglycan with oncogenic functions. It recently emerged as a potential target for immunotherapy, including cell therapy based on CSPG4-specific chimeric antigen receptor (CAR)-redirected cytokine-induced killer lymphocytes (CSPG4-CAR.CIKs) in STS. However, expression of CSPG4 is poorly known in STS so far. Methods We analyzed CSPG4 gene expression in 1378 localized STS clinical samples, and searched for correlations with clinicopathological data, including disease-free survival (DFS), and with tumor immune features. Results CSPG4 expression was heterogeneous across samples. High expression was associated with younger patients’ age, more frequent undifferentiated pleomorphic sarcoma and myxofibrosarcoma pathological subtypes, more frequent internal trunk tumor site, and more CINSARC high-risk samples. No correlation existed with pathological tumor size and grade, and tumor depth. Patients with high CSPG4 expression displayed 49% (95% CI 42–57) 5-year DFS versus 61% (95% CI 56–68) in patients with low expression (p = 3.17E−03), representing a 49% increased risk of event in the “CSPG4-high” group (HR = 1.49, 95% CI 1.14–1.94). This unfavorable prognostic value persisted in multivariate analysis, independently from other variables. There were significant differences in immune variables between “CSPG4-high” and “CSPG4-low” tumors. The "CSPG4-low" tumors displayed profiles suggesting higher anti-tumor cytotoxic immune response and higher potential vulnerability to immune checkpoint inhibitors (ICI). By contrast, the "CSPG4-high" tumors displayed profiles implying an immune-excluded tumor microenvironment, potentially induced by hypoxia, resulting from an immature chaotic microvasculature, and/or the presence of contractile myofibroblasts. Conclusions Patients with “CSPG4-high” STS, theoretically candidate for CAR.CIKs, display shorter DFS and an immune environment unfavorable to vulnerability to CAR.CIKs, which could be improved by combining anti-angiogenic drugs able to normalize the tumor vasculature. By contrast, “CSPG4-low” STS are better candidates for immune therapy involving ICI. Supplementary Information The online version contains supplementary material available at 10.1186/s12967-022-03679-y.
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Affiliation(s)
- Laurys Boudin
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France
| | - A de Nonneville
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France.,Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Pascal Finetti
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France
| | - Léna Mescam
- French Sarcoma Group, Lyon, France.,Department of Pathology, Institut Paoli-Calmettes, 232 Bd. Sainte-Marguerite, 13009, Marseille, France
| | - A Le Cesne
- French Sarcoma Group, Lyon, France.,Department of Medical Oncology, Gustave Roussy, Villejuif, France
| | - Antoine Italiano
- French Sarcoma Group, Lyon, France.,Department of Medical Oncology, Institut Bergonie, Bordeaux, France
| | - Jean-Yves Blay
- French Sarcoma Group, Lyon, France.,Department of Medical Oncology, Centre Léon Bérard, UNICANCER &, Université Claude Bernard Lyon I, Lyon, France
| | - Daniel Birnbaum
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France
| | - Emilie Mamessier
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France
| | - François Bertucci
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France. .,Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France. .,French Sarcoma Group, Lyon, France.
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23
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Manai M, ELBini-Dhouib I, Finetti P, Bichiou H, Reduzzi C, Aissaoui D, Ben-Hamida N, Agavnian E, Srairi-Abid N, Lopez M, Amri F, Guizani-Tabbane L, Rahal K, Mrad K, Manai M, Birnbaum D, Mamessier E, Cristofanilli M, Boussen H, Kharrat M, Doghri R, Bertucci F. MARCKS as a Potential Therapeutic Target in Inflammatory Breast Cancer. Cells 2022; 11:cells11182926. [PMID: 36139501 PMCID: PMC9496908 DOI: 10.3390/cells11182926] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Revised: 09/09/2022] [Accepted: 09/12/2022] [Indexed: 11/29/2022] Open
Abstract
Inflammatory breast cancer (IBC) is the most pro-metastatic form of breast cancer (BC). We previously demonstrated that protein overexpression of Myristoylated Alanine-Rich C Kinase Substrate (MARCKS) protein was associated with shorter survival in IBC patients. MARCKS has been associated with the PI3K/AKT pathway. MARCKS inhibitors are in development. Our objective was to investigate MARCKS, expressed preferentially in IBC that non-IBC (nIBC), as a novel potential therapeutic target for IBC. The biologic activity of MPS, a MARCKS peptide inhibitor, on cell proliferation, migration, invasion, and mammosphere formation was evaluated in IBC (SUM149 and SUM190) and nIBC (MDA-MB-231 and MCF7) cell lines, as well as its effects on protein expression in the PTEN/AKT and MAPK pathways. The prognostic relevance of MARCKS and phosphatase and tensin homolog (PTEN) protein expression as a surrogate marker of metastasis-free survival (MFS) was evaluated by immunohistochemistry (IHC) in a retrospective series of archival tumor samples derived from 180 IBC patients and 355 nIBC patients. In vitro MPS impaired cell proliferation, migration and invasion, and mammosphere formation in IBC cells. MARCKS inhibition upregulated PTEN and downregulated pAKT and pMAPK expression in IBC cells, but not in nIBC cells. By IHC, MARCKS expression and PTEN expression were negatively correlated in IBC samples and were associated with shorter MFS and longer MFS, respectively, in multivariate analysis. The combination of MARCKS-/PTEN+ protein status was associated with longer MFS in IBC patient only (p = 8.7 × 10−3), and mirrored the molecular profile (MARCKS-downregulated/PTEN-upregulated) of MPS-treated IBC cell lines. In conclusion, our results uncover a functional role of MARCKS implicated in IBC aggressiveness. Associated with the good-prognosis value of the MARCKS-/PTEN+ protein status that mirrors the molecular profile of MPS-treated IBC cell lines, our results suggest that MARCKS could be a potential therapeutic target in patients with MARCKS-positive IBC. Future preclinical studies using a larger panel of IBC cell lines, animal models and analysis of a larger series of clinical samples are warranted in order to validate our results.
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Affiliation(s)
- Maroua Manai
- Department of Medicine, Division of Hematology-Oncology, Weill Cornell Medicine, New York, NY 10021, USA
- Human Genetics Laboratory (LR99ES10), Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis 2092, Tunisia
- Anatomic Pathology Department, Salah Azaiz Institute, Tunis 1006, Tunisia
- Correspondence: (M.M.); (F.B.); Tel.: +1-312-900-6650 (M.M.); +33-4-91-22-35-37 (F.B.)
| | - Ines ELBini-Dhouib
- Biomolecules Laboratory of Venins and Theranostic Applications, Pasteur Institute of Tunis, Tunis 1002, Tunisia
| | - Pascal Finetti
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille University, «Equipe labellisée Ligue Contre le Cancer», 13009 Marseille, France
| | - Haifa Bichiou
- Laboratory of Medical Parasitology, Biotechnology, and Biomolecules-LR16 IPT06, Institut Pasteur de Tunis, University of Tunis El Manar, Tunis 1002, Tunisia
| | - Carolina Reduzzi
- Department of Medicine, Division of Hematology-Oncology, Weill Cornell Medicine, New York, NY 10021, USA
| | - Dorra Aissaoui
- Biomolecules Laboratory of Venins and Theranostic Applications, Pasteur Institute of Tunis, Tunis 1002, Tunisia
| | - Naziha Ben-Hamida
- Anatomic Pathology Department, Salah Azaiz Institute, Tunis 1006, Tunisia
| | - Emilie Agavnian
- Department of Bio-Pathology, Paoli-Calmettes Institute, 13009 Marseille, France
| | - Najet Srairi-Abid
- Biomolecules Laboratory of Venins and Theranostic Applications, Pasteur Institute of Tunis, Tunis 1002, Tunisia
| | - Marc Lopez
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille University, «Equipe labellisée Ligue Contre le Cancer», 13009 Marseille, France
| | - Fatma Amri
- Laboratory of Neurophysiology Cellular Phytopathology and Biomolecules Valorisation (LR18ES03), Faculty of Sciences of Tunis, University of Tunis El Manar, Tunis 2092, Tunisia
| | - Lamia Guizani-Tabbane
- Laboratory of Medical Parasitology, Biotechnology, and Biomolecules-LR16 IPT06, Institut Pasteur de Tunis, University of Tunis El Manar, Tunis 1002, Tunisia
| | - Khaled Rahal
- Department of Surgical Oncology, Salah Azaiez Institute, Bab Saadoun, Tunis 1006, Tunisia
| | - Karima Mrad
- Anatomic Pathology Department, Salah Azaiz Institute, Tunis 1006, Tunisia
| | - Mohamed Manai
- Mycology, Pathologies and Biomarkers Laboratory (LR16ES05), Faculty of Sciences of Tunis, University of Tunis El Manar, Tunis 2092, Tunisia
| | - Daniel Birnbaum
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille University, «Equipe labellisée Ligue Contre le Cancer», 13009 Marseille, France
| | - Emilie Mamessier
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille University, «Equipe labellisée Ligue Contre le Cancer», 13009 Marseille, France
| | - Massimo Cristofanilli
- Department of Medicine, Division of Hematology-Oncology, Weill Cornell Medicine, New York, NY 10021, USA
| | - Hamouda Boussen
- Medical Oncology Service, Hospital of Ariana, Ariana 2080, Tunisia
| | - Maher Kharrat
- Human Genetics Laboratory (LR99ES10), Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis 2092, Tunisia
| | - Raoudha Doghri
- Anatomic Pathology Department, Salah Azaiz Institute, Tunis 1006, Tunisia
| | - François Bertucci
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille University, «Equipe labellisée Ligue Contre le Cancer», 13009 Marseille, France
- Medicine School, Aix-Marseille University, 13005 Marseille, France
- Department of Medical Oncology, Paoli-Calmettes Institute, 13009 Marseille, France
- Correspondence: (M.M.); (F.B.); Tel.: +1-312-900-6650 (M.M.); +33-4-91-22-35-37 (F.B.)
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24
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Daulat AM, Wagner MS, Audebert S, Kowalczewska M, Ariey-Bonnet J, Finetti P, Bertucci F, Camoin L, Borg JP. The serine/threonine kinase MINK1 directly regulates the function of promigratory proteins. J Cell Sci 2022; 135:276338. [PMID: 35971817 DOI: 10.1242/jcs.259347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 08/08/2022] [Indexed: 11/20/2022] Open
Abstract
Upregulation of the developmental Wnt/planar cell polarity pathway is observed in many cancers and is associated with cancer development. We recently showed that PRICKLE1, a core Wnt/PCP component, is a poor-prognosis marker in triple negative breast cancer (TNBC). PRICKLE1 is phosphorylated by the serine/threonine kinase MINK1 and contributes to TNBC cell motility and invasiveness. However, the identity of MINK1 substrates and the role of MINK1 enzymatic activity in this process remain to be addressed. We performed a phosphoproteomic strategy and identified MINK1 substrates including LL5β. LL5β anchors microtubules at the cell cortex through its association with CLASPs to trigger focal adhesion disassembly. LL5β is phosphorylated by MINK1 promoting its interaction with CLASPs. Using a kinase inhibitor, we demonstrate that the enzymatic activity of MINK1 is involved in the protein complex assembly and localization, and cell migration. Analysis of gene expression data show that the concomitant up-regulation of PRICKLE1 and LL5β mRNA levels encoding MINK1 substrates is associated with a poor metastasis-free survival in TNBC patients. Altogether, our results suggest that MINK1 may represent a potential target in TNBC.
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Affiliation(s)
- Avais M Daulat
- Aix Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, Equipe labellisée Ligue 'Cell polarity, Cell signaling and Cancer', Marseille, France
| | - Mônica S Wagner
- Aix Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, Equipe labellisée Ligue 'Cell polarity, Cell signaling and Cancer', Marseille, France
| | - Stéphane Audebert
- Aix Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, Marseille Protéomique, Marseille, France
| | - Malgorzata Kowalczewska
- Aix Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, Equipe labellisée Ligue 'Cell polarity, Cell signaling and Cancer', Marseille, France
| | - Jeremy Ariey-Bonnet
- Aix Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, Equipe Biologie Structurale et Chimie-Biologie Intégrée, Marseille, France
| | - Pascal Finetti
- Aix Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, Equipe labellisée Ligue 'Predictive Oncology', Marseille, France
| | - François Bertucci
- Aix Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, Equipe labellisée Ligue 'Predictive Oncology', Marseille, France
| | - Luc Camoin
- Aix Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, Marseille Protéomique, Marseille, France
| | - Jean-Paul Borg
- Aix Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, Equipe labellisée Ligue 'Cell polarity, Cell signaling and Cancer', Marseille, France.,Aix Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, Marseille Protéomique, Marseille, France.,Institut universitaire de France, France
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25
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de Nonneville A, Salas S, Bertucci F, Sobinoff AP, Adélaïde J, Guille A, Finetti P, Noble JR, Churikov D, Chaffanet M, Lavit E, Pickett HA, Bouvier C, Birnbaum D, Reddel RR, Géli V. TOP3A amplification and ATRX inactivation are mutually exclusive events in pediatric osteosarcomas using ALT. EMBO Mol Med 2022; 14:e15859. [PMID: 35920001 PMCID: PMC9549729 DOI: 10.15252/emmm.202215859] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [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: 02/09/2022] [Revised: 07/13/2022] [Accepted: 07/14/2022] [Indexed: 02/05/2023] Open
Abstract
In some types of cancer, telomere length is maintained by the alternative lengthening of telomeres (ALT) mechanism. In many ALT cancers, the α-thalassemia/mental retardation syndrome X-linked (ATRX) gene is mutated leading to the conclusion that the ATRX complex represses ALT. Here, we report that most high-grade pediatric osteosarcomas maintain their telomeres by ALT, and that the majority of these ALT tumors are ATRX wild-type (wt) and instead carry an amplified 17p11.2 chromosomal region containing TOP3A. We found that TOP3A was overexpressed in the ALT-positive ATRX-wt tumors consistent with its amplification. We demonstrated the functional significance of these results by showing that TOP3A overexpression in ALT cancer cells countered ATRX-mediated ALT inhibition and that TOP3A knockdown disrupted the ALT phenotype in ATRX-wt cells. Moreover, we report that TOP3A is required for proper BLM localization and promotes ALT DNA synthesis in ALT cell lines. Collectively, our results identify TOP3A as a major ALT player and potential therapeutic target.
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Affiliation(s)
- Alexandre de Nonneville
- Marseille Cancer Research Centre (CRCM), Inserm U1068, CNRS UMR7258, Institut Paoli‐Calmettes, Team « Telomere and Chromatin ». Equipe labellisée Ligue Nationale Contre Le CancerAix‐Marseille UnivMarseilleFrance,Cancer Research Unit, Faculty of Medicine and Health, Children's Medical Research InstituteUniversity of SydneyWestmeadNSWAustralia,Predictive Oncology Laboratory, Marseille Cancer Research Centre (CRCM), Inserm U1068, CNRS UMR7258, Institut Paoli‐CalmettesAix‐Marseille UniversityMarseilleFrance,Department of Medical Oncology, CRCM, CNRS, INSERM, Institut Paoli‐CalmettesAix‐Marseille UnivMarseilleFrance
| | - Sébastien Salas
- Department of Medical OncologyAssistance Publique Hôpitaux de Marseille ‐ Timone HospitalMarseilleFrance
| | - François Bertucci
- Predictive Oncology Laboratory, Marseille Cancer Research Centre (CRCM), Inserm U1068, CNRS UMR7258, Institut Paoli‐CalmettesAix‐Marseille UniversityMarseilleFrance,Department of Medical Oncology, CRCM, CNRS, INSERM, Institut Paoli‐CalmettesAix‐Marseille UnivMarseilleFrance
| | - Alexander P Sobinoff
- Telomere Length Regulation Unit, Faculty of Medicine and Health, Children's Medical Research InstituteUniversity of SydneyWestmeadNSWAustralia
| | - José Adélaïde
- Predictive Oncology Laboratory, Marseille Cancer Research Centre (CRCM), Inserm U1068, CNRS UMR7258, Institut Paoli‐CalmettesAix‐Marseille UniversityMarseilleFrance
| | - Arnaud Guille
- Predictive Oncology Laboratory, Marseille Cancer Research Centre (CRCM), Inserm U1068, CNRS UMR7258, Institut Paoli‐CalmettesAix‐Marseille UniversityMarseilleFrance
| | - Pascal Finetti
- Predictive Oncology Laboratory, Marseille Cancer Research Centre (CRCM), Inserm U1068, CNRS UMR7258, Institut Paoli‐CalmettesAix‐Marseille UniversityMarseilleFrance
| | - Jane R Noble
- Cancer Research Unit, Faculty of Medicine and Health, Children's Medical Research InstituteUniversity of SydneyWestmeadNSWAustralia
| | - Dimitri Churikov
- Marseille Cancer Research Centre (CRCM), Inserm U1068, CNRS UMR7258, Institut Paoli‐Calmettes, Team « Telomere and Chromatin ». Equipe labellisée Ligue Nationale Contre Le CancerAix‐Marseille UnivMarseilleFrance
| | - Max Chaffanet
- Predictive Oncology Laboratory, Marseille Cancer Research Centre (CRCM), Inserm U1068, CNRS UMR7258, Institut Paoli‐CalmettesAix‐Marseille UniversityMarseilleFrance
| | - Elise Lavit
- Department of Medical OncologyAssistance Publique Hôpitaux de Marseille ‐ Timone HospitalMarseilleFrance
| | - Hilda A Pickett
- Telomere Length Regulation Unit, Faculty of Medicine and Health, Children's Medical Research InstituteUniversity of SydneyWestmeadNSWAustralia
| | - Corinne Bouvier
- Department of PathologyAssistance Publique Hôpitaux de Marseille ‐ Timone HospitalMarseilleFrance
| | - Daniel Birnbaum
- Predictive Oncology Laboratory, Marseille Cancer Research Centre (CRCM), Inserm U1068, CNRS UMR7258, Institut Paoli‐CalmettesAix‐Marseille UniversityMarseilleFrance
| | - Roger R Reddel
- Cancer Research Unit, Faculty of Medicine and Health, Children's Medical Research InstituteUniversity of SydneyWestmeadNSWAustralia
| | - Vincent Géli
- Marseille Cancer Research Centre (CRCM), Inserm U1068, CNRS UMR7258, Institut Paoli‐Calmettes, Team « Telomere and Chromatin ». Equipe labellisée Ligue Nationale Contre Le CancerAix‐Marseille UnivMarseilleFrance
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26
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Nigri J, Leca J, Tubiana SS, Finetti P, Guillaumond F, Martinez S, Lac S, Iovanna JL, Audebert S, Camoin L, Vasseur S, Bertucci F, Tomasini R. CD9 mediates the uptake of extracellular vesicles from cancer-associated fibroblasts that promote pancreatic cancer cell aggressiveness. Sci Signal 2022; 15:eabg8191. [PMID: 35917363 DOI: 10.1126/scisignal.abg8191] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
In pancreatic ductal adenocarcinoma (PDAC), signaling from stromal cells is implicated in metastatic progression. Tumor-stroma cross-talk is often mediated through extracellular vesicles (EVs). We previously reported that EVs derived from cancer-associated stromal fibroblasts (CAFs) that are abundant in annexin A6 (ANXA6+ EVs) support tumor cell aggressiveness in PDAC. Here, we found that the cell surface glycoprotein and tetraspanin CD9 is a key component of CAF-derived ANXA6+ EVs for mediating this cross-talk. CD9 was abundant on the surface of ANXA6+ CAFs isolated from patient PDAC samples and from various mouse models of PDAC. CD9 colocalized with CAF markers in the tumor stroma, and CD9 abundance correlated with tumor stage. Blocking CD9 impaired the uptake of ANXA6+ EVs into cultured PDAC cells. Signaling pathway arrays and further analyses revealed that the uptake of CD9+ANXA6+ EVs induced mitogen-activated protein kinase (MAPK) pathway activity, cell migration, and epithelial-to-mesenchymal transition (EMT). Blocking either CD9 or p38 MAPK signaling impaired CD9+ANXA6+ EV-induced cell migration and EMT in PDAC cells. Analysis of bioinformatic datasets indicated that CD9 abundance was an independent marker of poor prognosis in patients with PDAC. Our findings suggest that CD9-mediated stromal cell signaling promotes PDAC progression.
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Affiliation(s)
- Jérémy Nigri
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS, UMR7258, University Aix-Marseille, Marseille, France
| | - Julie Leca
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS, UMR7258, University Aix-Marseille, Marseille, France.,Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Sarah-Simha Tubiana
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS, UMR7258, University Aix-Marseille, Marseille, France
| | - Pascal Finetti
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS, UMR7258, University Aix-Marseille, Marseille, France
| | - Fabienne Guillaumond
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS, UMR7258, University Aix-Marseille, Marseille, France
| | - Sébastien Martinez
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS, UMR7258, University Aix-Marseille, Marseille, France.,Centre for Molecular and Systems Biology, Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
| | - Sophie Lac
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS, UMR7258, University Aix-Marseille, Marseille, France
| | - Juan L Iovanna
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS, UMR7258, University Aix-Marseille, Marseille, France
| | - Stéphane Audebert
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS, UMR7258, University Aix-Marseille, Marseille, France.,Aix-Marseille Univ, INSERM, CNRS, Institut Paoli-Calmettes, CRCM, Protéomique, Marseille, France
| | - Luc Camoin
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS, UMR7258, University Aix-Marseille, Marseille, France.,Aix-Marseille Univ, INSERM, CNRS, Institut Paoli-Calmettes, CRCM, Protéomique, Marseille, France
| | - Sophie Vasseur
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS, UMR7258, University Aix-Marseille, Marseille, France
| | - François Bertucci
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS, UMR7258, University Aix-Marseille, Marseille, France.,Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Richard Tomasini
- INSERM, U1068, Cancer Research Center of Marseille, Institut Paoli-Calmettes, CNRS, UMR7258, University Aix-Marseille, Marseille, France
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Boudin L, De Nonneville A, Finetti P, Guittard G, Nunes JA, Birnbaum D, Mamessier E, Bertucci F. CISH Expression Is Associated with Metastasis-Free Interval in Triple-Negative Breast Cancer and Refines the Prognostic Value of PDL1 Expression. Cancers (Basel) 2022; 14:cancers14143356. [PMID: 35884417 PMCID: PMC9316839 DOI: 10.3390/cancers14143356] [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: 05/26/2022] [Revised: 07/01/2022] [Accepted: 07/08/2022] [Indexed: 11/16/2022] Open
Abstract
Simple Summary CISH is a member of the suppressors of cytokine signaling (SOCS) family of proteins and an important negative regulator of T cells and NK cells signaling and function. In this study, analyzing 1936 triple-negative breast cancer (TNBC) clinical samples, we highlighted correlation between CISH expression and tumor features. We demonstrated that high CISH upregulation was associated with better metastasis-free interval, especially when PDL1 was also upregulated. Moreover, we showed that the two-gene model (CISH and PDL1) provided more prognostic information than each gene alone and maintained its prognostic value in multivariate analysis. Such prognostic synergy between CISH and PDL1 expressions might reinforce the therapeutic relevance of co-targeting TNBC by a combination of CISH inhibition with an immune checkpoint inhibitor blocking the PD1/PDL1 axis. Abstract Strategies are being explored to increase the efficiency of immune checkpoint inhibitors (ICIs) targeting PD1/PDL1 in triple-negative breast cancer (TNBC), including combination with therapies inhibiting intracellular immune checkpoints such as CISH (Cytokine-induced SH2 protein). Correlation between CISH expression and TNBC features is unknown. We retrospectively analyzed CISH expression in 1936 clinical TNBC samples and searched for correlations with clinical variables, including metastasis-free interval (MFI). Among TNBCs, 44% were identified as “CISH-up” and 56% “CISH-down”. High expression was associated with pathological axillary lymph node involvement, more adjuvant chemotherapy, and Lehmann’s immunomodulatory and luminal AR subtypes. The “CISH-up” class showed longer 5-year MFI (72%) than the “CISH-down” class (60%; p = 2.8 × 10−2). CISH upregulation was associated with activation of IFNα and IFNγ pathways, antitumor cytotoxic immune response, and signatures predictive for ICI response. When CISH and PDL1 were upregulated together, the 5-year MFI was 81% versus 52% when not upregulated (p = 6.21 × 10−6). The two-gene model provided more prognostic information than each gene alone and maintained its prognostic value in multivariate analysis. CISH expression is associated with longer MFI in TNBC and refines the prognostic value of PDL1 expression. Such observation might reinforce the therapeutic relevance of combining CISH inhibition with an anti-PD1/PDL1 ICI.
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Affiliation(s)
- Laurys Boudin
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, Inserm UMR1068, CNRS UMR725, 13009 Marseille, France; (L.B.); (A.D.N.); (P.F.); (D.B.); (E.M.)
- Department of Medical Oncology, Hôpital d’Instruction des Armées Sainte-Anne, 83000 Toulon, France
| | - Alexandre De Nonneville
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, Inserm UMR1068, CNRS UMR725, 13009 Marseille, France; (L.B.); (A.D.N.); (P.F.); (D.B.); (E.M.)
- Department of Medical Oncology, Institut Paoli-Calmettes, 13009 Marseille, France
| | - Pascal Finetti
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, Inserm UMR1068, CNRS UMR725, 13009 Marseille, France; (L.B.); (A.D.N.); (P.F.); (D.B.); (E.M.)
| | - Geoffrey Guittard
- Immunity and Cancer Team, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, Inserm UMR1068, CNRS UMR725, 13009 Marseille, France; (G.G.); (J.A.N.)
| | - Jacques A. Nunes
- Immunity and Cancer Team, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, Inserm UMR1068, CNRS UMR725, 13009 Marseille, France; (G.G.); (J.A.N.)
| | - Daniel Birnbaum
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, Inserm UMR1068, CNRS UMR725, 13009 Marseille, France; (L.B.); (A.D.N.); (P.F.); (D.B.); (E.M.)
| | - Emilie Mamessier
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, Inserm UMR1068, CNRS UMR725, 13009 Marseille, France; (L.B.); (A.D.N.); (P.F.); (D.B.); (E.M.)
| | - François Bertucci
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, Inserm UMR1068, CNRS UMR725, 13009 Marseille, France; (L.B.); (A.D.N.); (P.F.); (D.B.); (E.M.)
- Department of Medical Oncology, Institut Paoli-Calmettes, 13009 Marseille, France
- Correspondence: ; Tel.: +33-4-91-22-35-37; Fax: +33-4-91-22-36-70
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Aulas A, Liberatoscioli ML, Finetti P, Cabaud O, Birnbaum DJ, Usclade L, Birnbaum D, Bertucci F, Mamessier E. Low cholesterol biosynthesis favors epithelial-to-mesenchymal transition maintenance and influences tumor molecular subtyping and disease-free survival in colon cancer patients. Cancer Commun (Lond) 2022; 42:793-797. [PMID: 35771388 PMCID: PMC9395314 DOI: 10.1002/cac2.12329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 05/16/2022] [Accepted: 06/21/2022] [Indexed: 11/11/2022] Open
Affiliation(s)
- Anaïs Aulas
- Predictive Oncology Laboratory, Cancer Research Center of Marseille, Institut Paoli-Calmettes, "Ligue contre le cancer" label, Aix-Marseille University, Marseille, 13009, France
| | - Maria Lucia Liberatoscioli
- Predictive Oncology Laboratory, Cancer Research Center of Marseille, Institut Paoli-Calmettes, "Ligue contre le cancer" label, Aix-Marseille University, Marseille, 13009, France
| | - Pascal Finetti
- Predictive Oncology Laboratory, Cancer Research Center of Marseille, Institut Paoli-Calmettes, "Ligue contre le cancer" label, Aix-Marseille University, Marseille, 13009, France
| | - Olivier Cabaud
- Predictive Oncology Laboratory, Cancer Research Center of Marseille, Institut Paoli-Calmettes, "Ligue contre le cancer" label, Aix-Marseille University, Marseille, 13009, France
| | - David J Birnbaum
- Predictive Oncology Laboratory, Cancer Research Center of Marseille, Institut Paoli-Calmettes, "Ligue contre le cancer" label, Aix-Marseille University, Marseille, 13009, France.,Department of Digestive Surgery, Hospital Nord, Chemin des Bourrely, Aix-Marseille University, Marseille, 13015, France
| | - Lucas Usclade
- Predictive Oncology Laboratory, Cancer Research Center of Marseille, Institut Paoli-Calmettes, "Ligue contre le cancer" label, Aix-Marseille University, Marseille, 13009, France
| | - Daniel Birnbaum
- Predictive Oncology Laboratory, Cancer Research Center of Marseille, Institut Paoli-Calmettes, "Ligue contre le cancer" label, Aix-Marseille University, Marseille, 13009, France
| | - François Bertucci
- Predictive Oncology Laboratory, Cancer Research Center of Marseille, Institut Paoli-Calmettes, "Ligue contre le cancer" label, Aix-Marseille University, Marseille, 13009, France.,Department of Medical Oncology, Institut Paoli-Calmettes, Aix-Marseille University, Marseille, 13009, France
| | - Emilie Mamessier
- Predictive Oncology Laboratory, Cancer Research Center of Marseille, Institut Paoli-Calmettes, "Ligue contre le cancer" label, Aix-Marseille University, Marseille, 13009, France
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Bigarré C, Finetti P, Bertucci F, Muracciole X, Benzekry S. Abstract 2737: A mechanistic model for prediction of metastatic relapse in early-stage breast cancer using routine clinical features. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-2737] [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
Estimation of the risk of metastatic relapse is a major challenge to decide treatment options for early-stage breast cancer patients. To date, metastasis free survival (MFS) analysis mainly relies on classical - agnostic - statistical models (e.g., Cox regression). Instead, we propose to derive mechanistic models to predict MFS.
The data consisted of patients who did not receive adjuvant systemic therapy from two databases: one (data 1, N = 163) with routine clinical features and the PAI-1 and uPA biomarkers and two (data 2, N = 692) with 11 routine clinical features. The mathematical models are based on a partial differential equation describing a size-structured population of metastases. They predict MFS from the size of the tumor at diagnosis and two mathematical parameters, α and μ describing respectively the tumor growth speed and metastatic dissemination potential. Using mixed-effects modeling, the population distributions of α and μ were assumed to be lognormal and to depend on routine clinical variables, whereas the observation error was assumed lognormal on the time-to-relapse. Variable selection consisted first in a univariate Wald test for all covariates with effect either on α or μ. We then used a backward elimination procedure. Significance of the covariates in the final model was assessed by a multivariable Wald test. Concordance indexes (c-index) were computed to assess the predictive power in cross-validation procedures as well as test sets.
The model was implemented as an R package using optimized C++ code for the mechanistic part and enabling parallelization, resulting in a 4-fold reduction of the computing compared to a former python implementation. Nevertheless, over 4 hours are still needed to run a 100 samples bootstrap on a distributed computing cluster. The model selection procedure on data 1 revealed an association of PAI1 and age with μ, and of Estrogen receptor level with alpha, consistent with the established biological link between PAI-1 and tumor invasiveness. The resulting model achieved good prediction performances with a c-index of 0.72 in 5 folds cross-validation. Using only routine clinical markers, the algorithm on data 2 selected a model with the grade and Progesterone Receptors in α, Ki67 and node status in μ. These were able to adequately describe the data on calibration plots but performed poorly in prediction with a cross validated c-index of 0.60.
Mechanistic modeling was able to unravel the biological and predictive role of PAI-1 but showed limited predictive power when using only on routine clinical features.
Citation Format: Célestin Bigarré, Pascal Finetti, François Bertucci, Xavier Muracciole, Sébastien Benzekry. A mechanistic model for prediction of metastatic relapse in early-stage breast cancer using routine clinical features [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 2737.
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Cabaud O, Berger L, Crompot E, Adélaide J, Finetti P, Garnier S, Guille A, Carbuccia N, Farina A, Agavnian E, Chaffanet M, Gonçalves A, Charafe-Jauffret E, Mamessier E, Birnbaum D, Bertucci F, Lopez M. Overcoming Resistance to Anti-nectin-4 Antibody-Drug Conjugate. Mol Cancer Ther 2022; 21:1227-1235. [PMID: 35534238 DOI: 10.1158/1535-7163.mct-22-0013] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 03/14/2022] [Accepted: 04/28/2022] [Indexed: 11/16/2022]
Abstract
Antibody-drug conjugates (ADCs) represent a fast-growing drug class in oncology. However, ADCs are associated with resistance, and therapies able to overcome it are of utmost importance. Recently, enfortumab vedotin-ejfv (EV) was approved in nectin-4+ metastatic urothelial cancer. We previously described PVRL4/nectin-4, as a new therapeutic target in breast cancer (BC), and produced an efficient EV-like ADC comprising a human anti-nectin-4 monoclonal antibody conjugated to monomethyl auristatin-E (MMAE) named N41mab-vcMMAE. To study the consequence of the long-term treatment with this ADC, we developed a preclinical BC model in mice, and report a mechanism of resistance to N41mab-vcMMAE after a 9- months treatment and a way to reverse it. RNA-sequencing pointed to an upregulation in resistant tumors of ABCB1 expression, encoding the multidrug resistance protein MDR-1/P-glycoprotein (P-gp), associated with focal gene amplification and high protein expression. Sensitivity to N41mab-vcMMAE of the resistant model was restored in vitro by P-gp pharmacological inhibitors, like tariquidar. P-gp is expressed in a variety of normal tissues. By delivering the drug to the tumor more specifically than does classical chemotherapy, we hypothesized that the combined use of ADC with P-gp inhibitors might reverse resistance in vivo without toxicity. Indeed, we showed that the tariquidar/N41mab-vcMMAE combination was well tolerated and induced a rapid regression of ADC-resistant tumors in mice. By contrast, the tariquidar/docetaxel combination was toxic and poorly efficient. These results show that ABC transporter inhibitors can be safely used with ADC to reverse ADC-induced resistance and open new opportunities in the fight against multidrug resistance.
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Affiliation(s)
- Olivier Cabaud
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix-Marseille Université U105, Institut Paoli-Calmettes, Label « Ligue contre le cancer », Marseille, France
| | - Ludovic Berger
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix-Marseille Université U105, Institut Paoli-Calmettes, Label « Ligue contre le cancer », Marseille, France
| | - Emerence Crompot
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix-Marseille Université U105, Institut Paoli-Calmettes, Label « Ligue contre le cancer », Marseille, France
| | - José Adélaide
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix-Marseille Université U105, Institut Paoli-Calmettes, Label « Ligue contre le cancer », Marseille, France
| | - Pascal Finetti
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix-Marseille Université U105, Institut Paoli-Calmettes, Label « Ligue contre le cancer », Marseille, France
| | - Sèverine Garnier
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix-Marseille Université U105, Institut Paoli-Calmettes, Label « Ligue contre le cancer », Marseille, France
| | - Arnaud Guille
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix-Marseille Université U105, Institut Paoli-Calmettes, Label « Ligue contre le cancer », Marseille, France
| | - Nadine Carbuccia
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix-Marseille Université U105, Institut Paoli-Calmettes, Label « Ligue contre le cancer », Marseille, France
| | - Anne Farina
- ICEP Platform, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix Marseille Université U105, Institut Paoli-Calmettes, Marseille, France
| | - Emilie Agavnian
- ICEP Platform, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix Marseille Université U105, Institut Paoli-Calmettes, Marseille, France
| | - Max Chaffanet
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix-Marseille Université U105, Institut Paoli-Calmettes, Label « Ligue contre le cancer », Marseille, France
| | - Anthony Gonçalves
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix-Marseille Université U105, Institut Paoli-Calmettes, Label « Ligue contre le cancer », Marseille, France
| | - Emmanuelle Charafe-Jauffret
- ICEP Platform, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix Marseille Université U105, Institut Paoli-Calmettes, Marseille, France
| | - Emilie Mamessier
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix-Marseille Université U105, Institut Paoli-Calmettes, Label « Ligue contre le cancer », Marseille, France
| | - Daniel Birnbaum
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix-Marseille Université U105, Institut Paoli-Calmettes, Label « Ligue contre le cancer », Marseille, France
| | - François Bertucci
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix-Marseille Université U105, Institut Paoli-Calmettes, Label « Ligue contre le cancer », Marseille, France
- Département d'Oncologie Médicale, Institut Paoli-Calmettes, Marseille, France
| | - Marc Lopez
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, CRCM, Inserm UMR1068, CNRS UMR7258, Aix-Marseille Université U105, Institut Paoli-Calmettes, Label « Ligue contre le cancer », Marseille, France
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Gouirand V, Gicquel T, Lien EC, Jaune‐Pons E, Da Costa Q, Finetti P, Metay E, Duluc C, Mayers JR, Audebert S, Camoin L, Borge L, Rubis M, Leca J, Nigri J, Bertucci F, Dusetti N, Lucio Iovanna J, Tomasini R, Bidaut G, Guillaumond F, Vander Heiden MG, Vasseur S. Ketogenic HMG-CoA lyase and its product β-hydroxybutyrate promote pancreatic cancer progression. EMBO J 2022; 41:e110466. [PMID: 35307861 PMCID: PMC9058543 DOI: 10.15252/embj.2021110466] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 02/18/2022] [Accepted: 02/24/2022] [Indexed: 12/18/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDA) tumor cells are deprived of oxygen and nutrients and therefore must adapt their metabolism to ensure proliferation. In some physiological states, cells rely on ketone bodies to satisfy their metabolic needs, especially during nutrient stress. Here, we show that PDA cells can activate ketone body metabolism and that β-hydroxybutyrate (βOHB) is an alternative cell-intrinsic or systemic fuel that can promote PDA growth and progression. PDA cells activate enzymes required for ketogenesis, utilizing various nutrients as carbon sources for ketone body formation. By assessing metabolic gene expression from spontaneously arising PDA tumors in mice, we find HMG-CoA lyase (HMGCL), involved in ketogenesis, to be among the most deregulated metabolic enzymes in PDA compared to normal pancreas. In vitro depletion of HMGCL impedes migration, tumor cell invasiveness, and anchorage-independent tumor sphere compaction. Moreover, disrupting HMGCL drastically decreases PDA tumor growth in vivo, while βOHB stimulates metastatic dissemination to the liver. These findings suggest that βOHB increases PDA aggressiveness and identify HMGCL and ketogenesis as metabolic targets for limiting PDA progression.
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de Nonneville A, Finetti P, Picard M, Monneur A, Pantaleo MA, Astolfi A, Ostrowski J, Birnbaum D, Mamessier E, Bertucci F. CSPG4 Expression in GIST Is Associated with Better Prognosis and Strong Cytotoxic Immune Response. Cancers (Basel) 2022; 14:cancers14051306. [PMID: 35267618 PMCID: PMC8909029 DOI: 10.3390/cancers14051306] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 02/28/2022] [Accepted: 03/02/2022] [Indexed: 12/12/2022] Open
Abstract
Simple Summary Gastrointestinal stromal tumors (GIST) are the most frequent sarcomas of the gastrointestinal tract. Identification of novel prognostic and/or therapeutic targets is a major issue to overcome tyrosine kinase inhibitors resistances. CSPG4, a cell surface proteoglycan, emerged as a potential therapeutic target for immune therapy in different cancers, including sarcomas. CSPG4 expression has never been studied in GIST. In this work we analyzed CSPG4 mRNA expression in a large series of clinical GIST samples given the scarcity of disease (n = 309 patients). We find that high CSPG4 expression is independently associated with disease-free survival, and with an immune landscape favorable to induce strong cytotoxic immune response after NK cell stimulation. Our results suggest the potential value of CSPG4-specific chimeric antigen receptor-redirected cytokine-induced killer lymphocytes treatment in GIST, notably “CSPG4-high” tumors, and calls for preclinical validation, drug testing in vivo, then in clinical trials. Abstract The treatment of gastrointestinal stromal tumors (GIST) must be improved through the development of more reliable prognostic factors and of therapies able to overcome imatinib resistance. The immune system represents an attractive tool. CSPG4, a cell surface proteoglycan, emerged as a potential therapeutic target for immune therapy in different cancers, including cell therapy based on CSPG4-specific chimeric antigen receptor (CAR)-redirected cytokine-induced killer lymphocytes (CSPG4-CAR.CIKs) in sarcomas. CSPG4 expression has never been studied in GIST. We analyzed CSPG4 mRNA expression data of 309 clinical GIST samples profiled using DNA microarrays and searched for correlations with clinicopathological and immune features. CSPG4 expression, higher in tumors than normal digestive tissues, was heterogeneous across tumors. High expression was associated with AFIP low-risk, gastric site, and localized stage, and independently with longer postoperative disease-free survival (DFS) in localized stage. The correlations between CSPG4 expression and immune signatures highlighted a higher anti-tumor immune response in “CSPG4-high” tumors, relying on both the adaptive and innate immune system, in which the boost of NK cells by CSPG4-CAR.CIKs might be instrumental, eventually combined with immune checkpoint inhibitors. In conclusion, high CSPG4 expression in GIST is associated with better DFS and offers an immune environment favorable to a vulnerability to CAR.CIKs.
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Affiliation(s)
- Alexandre de Nonneville
- Predictive Oncology Laboratory, Equipe Labellisée Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseille, France; (A.d.N.); (P.F.); (M.P.); (D.B.); (E.M.)
- Department of Medical Oncology, Institut Paoli-Calmettes, Aix-Marseille University, CNRS, INSERM, 13009 Marseille, France;
| | - Pascal Finetti
- Predictive Oncology Laboratory, Equipe Labellisée Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseille, France; (A.d.N.); (P.F.); (M.P.); (D.B.); (E.M.)
| | - Maelle Picard
- Predictive Oncology Laboratory, Equipe Labellisée Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseille, France; (A.d.N.); (P.F.); (M.P.); (D.B.); (E.M.)
| | - Audrey Monneur
- Department of Medical Oncology, Institut Paoli-Calmettes, Aix-Marseille University, CNRS, INSERM, 13009 Marseille, France;
| | - Maria Abbondanza Pantaleo
- Department of Specialized, Experimental and Diagnostic Medicine, Sant’Orsola-Malpighi Hospital, University of Bologna, 40138 Bologna, Italy; (M.A.P.); (A.A.)
| | - Annalisa Astolfi
- Department of Specialized, Experimental and Diagnostic Medicine, Sant’Orsola-Malpighi Hospital, University of Bologna, 40138 Bologna, Italy; (M.A.P.); (A.A.)
| | - Jerzy Ostrowski
- Department of Gastroenterology, Hepatology and Clinical Oncology, Medical Center of Postgraduate Education, 01-813 Warsaw, Poland;
- Department of Genetics, Maria Sklodowska-Curie National Institute of Oncology, 02-781 Warsaw, Poland
| | - Daniel Birnbaum
- Predictive Oncology Laboratory, Equipe Labellisée Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseille, France; (A.d.N.); (P.F.); (M.P.); (D.B.); (E.M.)
| | - Emilie Mamessier
- Predictive Oncology Laboratory, Equipe Labellisée Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseille, France; (A.d.N.); (P.F.); (M.P.); (D.B.); (E.M.)
| | - François Bertucci
- Predictive Oncology Laboratory, Equipe Labellisée Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, Inserm UMR1068, CNRS UMR7258, Aix-Marseille University, 13009 Marseille, France; (A.d.N.); (P.F.); (M.P.); (D.B.); (E.M.)
- Department of Medical Oncology, Institut Paoli-Calmettes, Aix-Marseille University, CNRS, INSERM, 13009 Marseille, France;
- Correspondence: ; Tel.: +33-4-91-22-35-37; Fax: +33-4-91-22-36-70
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Wang X, Semba T, Manyam GC, Wang J, Shao S, Bertucci F, Finetti P, Krishnamurthy S, Phi LT, Pearson T, Burks JK, Cohen EN, Reuben JM, Yang F, Min H, Navin N, Iwase T, Shen Y, Zhang X, Tripathy D, Ueno NT. Abstract PD10-08: Remodeling the inflammatory breast cancer tumor microenvironment to enhance immunotherapy: Novel therapeutic development. Cancer Res 2022. [DOI: 10.1158/1538-7445.sabcs21-pd10-08] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Inflammatory breast cancer (IBC) is the most lethal and aggressive form of breast cancer, yet no targeted therapy has been approved specifically for this disease. There is a critical need for innovative treatment approaches for patients with IBC. There is a paucity of data on immune checkpoint inhibitors (ICIs) in IBC, yet a strong biological rationale exists to lay the groundwork for testing the efficacy of ICIs in IBC. We have previously shown that an anti–epidermal growth factor receptor (EGFR) antibody, panitumumab (sponsored by Amgen), combined with Abraxane (sponsored by Bristol Myers Squibb), and carboplatin followed by 5-fluorouracil, epirubicin, and cyclophosphamide achieves a very high pathologic complete response (42%) in patients with triple-negative receptor status (TN-IBC) (NCT01036087). We hypothesize that inducing a broad shift in the IBC tumor microenvironment (TME), a critical driver of the IBC clinical phenotype and metastasis, from an immunosuppressive to an immunoreactive phenotype can enhance the efficacy of ICIs. Here we report the impact of targeting EGFR on ICI effectiveness by modulating the immunosuppressive TME in TN-IBC. Methods: We examined the effects of panitumumab on components of the immune TME in IBC patient tissues collected before and after panitumumab treatment. Furthermore, we analyzed panitumumab effects in an IBC SUM149 humanized mouse model (SUM149-hu-NSG-SGM3) by using multiplex immunofluorescence staining (mIF) of single-cell RNA-sequencing (scRNA-seq) and multicolor flow cytometry. We examined the changes in chemokines in humanized mouse tissue after panitumumab treatment using a cytokine antibody array and enzyme-linked immunosorbent assay (ELISA). We also studied the mechanism of EGFR regulation of immunosuppressive chemokine expression via transcription factor EGR1 by using reverse transcription-polymerase chain reaction (RT-PCR), Western blotting, and chromatin immunoprecipitation (ChIP) assays. In addition, we tested the efficacy of panitumumab combined with anti-PD-L1 antibody (Bio X Cell, clone 29E.2A3) in reducing IBC tumor growth in a humanized IBC SUM149 mouse model. Results: IBC patients who achieved pathologic complete response after receiving panitumumab/neoadjuvant chemotherapy had increased levels of CD8+ T-cells and decreased levels of M2 macrophages and T-reg cells. In the humanized mouse model, panitumumab treatment reduced IBC tumor growth and increased immune response that favors an antitumor effect, as shown by scRNA-seq, flow cytometry, and mIF analyses. In addition, we observed that panitumumab treatment increased the expression of chemokines that function as a chemoattractant for CD8+ T-cells, including CXCL10, CCL4, and CXCL9. We also observed that panitumumab treatment reduced EGR1 expression, leading to the downregulation of chemokines involved in the recruitment of immunosuppressive M2 macrophages and T-reg cells, including CCL2, CCL20 CXCL5, and IL-8. Finally, panitumumab enhanced the reduction in tumor growth by anti-PD-L1 antibody treatment; furthermore, the combination of panitumumab and anti-PD-L1 antibody increased the presence of CD8+ T-cells and reduced the presence of T-reg cells and M2 macrophages more effectively than either treatment alone. Conclusion: Panitumumab treatment converts the immunosuppressive IBC TME to an immunoreactive status by modulating the global expression of chemokines by downregulating the EGR1 transcription factor. This modulation of the TME by panitumumab improves the inhibition of IBC tumor growth by an ICI. Our study is the first to demonstrate that targeting the EGFR/EGR1 axis remodels the IBC TME by regulating chemokine expression, thus boosting the antitumor immune response in IBC and response to ICI.
Citation Format: Xiaoping Wang, Takashi Semba, Ganiraju C. Manyam, Jing Wang, Shan Shao, Francois Bertucci, Pascal Finetti, Savitri Krishnamurthy, Lan ThiHanh Phi, Troy Pearson, Jared K. Burks, Evan N. Cohen, James M. Reuben, Fei Yang, Hu Min, Nicholas Navin, Toshiaki Iwase, Yichao Shen, Xiang Zhang, Debu Tripathy, Naoto T. Ueno. Remodeling the inflammatory breast cancer tumor microenvironment to enhance immunotherapy: Novel therapeutic development [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 PD10-08.
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Affiliation(s)
| | | | | | - Jing Wang
- UT MD Anderson Cancer Center, Houston, TX
| | - Shan Shao
- UT MD Anderson Cancer Center, Houston, TX
| | | | | | | | | | | | | | | | | | - Fei Yang
- UT MD Anderson Cancer Center, Houston, TX
| | - Hu Min
- UT MD Anderson Cancer Center, Houston, TX
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de Nonneville A, Finetti P, Mamessier E, Bertucci F. RE: NDRG1 in Aggressive Breast Cancer Progression and Brain Metastasis. J Natl Cancer Inst 2022; 114:1046-1047. [PMID: 35148398 PMCID: PMC9275762 DOI: 10.1093/jnci/djac031] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 01/12/2022] [Accepted: 02/02/2022] [Indexed: 11/13/2022] Open
Affiliation(s)
- Alexandre de Nonneville
- Laboratory of Predictive Oncology, Equipe labellisée Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Marseille, France
| | - Pascal Finetti
- Laboratory of Predictive Oncology, Equipe labellisée Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Marseille, France
| | - Emilie Mamessier
- Laboratory of Predictive Oncology, Equipe labellisée Ligue Nationale Contre Le Cancer, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Marseille, France
| | - François Bertucci
- Correspondence to: François Bertucci, MD, PhD, Department of Medical Oncology, Laboratory of Predictive Oncology, Institut Paoli-Calmettes, 232 Bd. Sainte-Marguerite, 13009 Marseille, France (e-mail: )
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Azzoni V, Wicinski J, Macario M, Castagné M, Finetti P, Ambrosova K, Rouault CD, Sergé A, Farina A, Agavnian E, Coslet S, Josselin E, Guille A, Adelaide J, Zacharioudakis E, Castellano R, Bertucci F, Birnbaum D, Rodriguez R, Charafe-Jauffret E, Ginestier C. BMI1 nuclear location is critical for RAD51-dependent response to replication stress and drives chemoresistance in breast cancer stem cells. Cell Death Dis 2022; 13:96. [PMID: 35110528 PMCID: PMC8811067 DOI: 10.1038/s41419-022-04538-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 12/21/2021] [Accepted: 01/17/2022] [Indexed: 12/22/2022]
Abstract
Replication stress (RS) has a pivotal role in tumor initiation, progression, or therapeutic resistance. In this study, we depicted the mechanism of breast cancer stem cells’ (bCSCs) response to RS and its clinical implication. We demonstrated that bCSCs present a limited level of RS compared with non-bCSCs in patient samples. We described for the first time that the spatial nuclear location of BMI1 protein triggers RS response in breast cancers. Hence, in bCSCs, BMI1 is rapidly located to stalled replication forks to recruit RAD51 and activate homologous-recombination machinery, whereas in non-bCSCs BMI1 is trapped on demethylated 1q12 megasatellites precluding effective RS response. We further demonstrated that BMI1/RAD51 axis activation is necessary to prevent cisplatin-induced DNA damage and that treatment of patient-derived xenografts with a RAD51 inhibitor sensitizes tumor-initiating cells to cisplatin. The comprehensive view of replicative-stress response in bCSC has profound implications for understanding and improving therapeutic resistance.
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Affiliation(s)
- Violette Azzoni
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Epithelial Stem Cells and Cancer Lab, "Equipe labellisée Ligue Contre le Cancer", Marseille, France
| | - Julien Wicinski
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Epithelial Stem Cells and Cancer Lab, "Equipe labellisée Ligue Contre le Cancer", Marseille, France
| | - Manon Macario
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Epithelial Stem Cells and Cancer Lab, "Equipe labellisée Ligue Contre le Cancer", Marseille, France
| | - Martin Castagné
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Epithelial Stem Cells and Cancer Lab, "Equipe labellisée Ligue Contre le Cancer", Marseille, France
| | - Pascal Finetti
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Predictive Oncology, "Equipe labellisée Ligue Contre le Cancer", Marseille, France
| | - Katerina Ambrosova
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Epithelial Stem Cells and Cancer Lab, "Equipe labellisée Ligue Contre le Cancer", Marseille, France
| | - Célia D Rouault
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Epithelial Stem Cells and Cancer Lab, "Equipe labellisée Ligue Contre le Cancer", Marseille, France
| | - Arnaud Sergé
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, leuko/stromal interactions in normal and pathological hematopoiesis Lab, Marseille, France
| | - Anne Farina
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Experimental Pathology Platform, Marseille, France
| | - Emilie Agavnian
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Experimental Pathology Platform, Marseille, France
| | - Sergiu Coslet
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Experimental Pathology Platform, Marseille, France
| | - Emmanuelle Josselin
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, TrGET Plateform, Marseille, France
| | - Arnaud Guille
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Predictive Oncology, "Equipe labellisée Ligue Contre le Cancer", Marseille, France
| | - José Adelaide
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Predictive Oncology, "Equipe labellisée Ligue Contre le Cancer", Marseille, France
| | - Emmanouil Zacharioudakis
- Institut Curie, CNRS, INSERM, PSL Research University, Chemical Cell Biology Group, Paris, France
| | - Rémy Castellano
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, TrGET Plateform, Marseille, France
| | - Francois Bertucci
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Predictive Oncology, "Equipe labellisée Ligue Contre le Cancer", Marseille, France
| | - Daniel Birnbaum
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Predictive Oncology, "Equipe labellisée Ligue Contre le Cancer", Marseille, France
| | - Raphael Rodriguez
- Institut Curie, CNRS, INSERM, PSL Research University, Chemical Cell Biology Group, Paris, France
| | - Emmanuelle Charafe-Jauffret
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Epithelial Stem Cells and Cancer Lab, "Equipe labellisée Ligue Contre le Cancer", Marseille, France.
| | - Christophe Ginestier
- Aix-Marseille Univ, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Epithelial Stem Cells and Cancer Lab, "Equipe labellisée Ligue Contre le Cancer", Marseille, France.
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Bertucci F, Niziers V, de Nonneville A, Finetti P, Mescam L, Mir O, Italiano A, Le Cesne A, Blay JY, Ceccarelli M, Bedognetti D, Birnbaum D, Mamessier E. Immunologic constant of rejection signature is prognostic in soft-tissue sarcoma and refines the CINSARC signature. J Immunother Cancer 2022; 10:jitc-2021-003687. [PMID: 35017155 PMCID: PMC8753443 DOI: 10.1136/jitc-2021-003687] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/01/2021] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Soft-tissue sarcomas (STSs) are heterogeneous and aggressive tumors, with high metastatic risk. The immunologic constant of rejection (ICR) 20-gene signature is a signature of cytotoxic immune response. We hypothesized that ICR might improve the prognostic assessment of early-stage STS. METHODS We retrospectively applied ICR to 1455 non-metastatic STS and searched for correlations between ICR classes and clinicopathological and biological variables, including metastasis-free survival (MFS). RESULTS Thirty-four per cent of tumors were classified as ICR1, 27% ICR2, 24% ICR3, and 15% ICR4. These classes were associated with patients' age, pathological type, and tumor depth, and an enrichment from ICR1 to ICR4 of quantitative/qualitative scores of immune response. ICR1 class was associated with a 59% increased risk of metastatic relapse when compared with ICR2-4 class. In multivariate analysis, ICR classification remained associated with MFS, as well as pathological type and Complexity Index in Sarcomas (CINSARC) classification, suggesting independent prognostic value. A prognostic clinicogenomic model, including the three variables, was built in a learning set (n=339) and validated in an independent set (n=339), showing greater prognostic precision than each variable alone or in doublet. Finally, connectivity mapping analysis identified drug classes potentially able to reverse the expression profile of poor-prognosis tumors, such as chemotherapy and targeted therapies. CONCLUSION ICR signature is independently associated with postoperative MFS in early-stage STS, independently from other prognostic features, including CINSARC. We built a robust prognostic clinicogenomic model integrating ICR, CINSARC, and pathological type, and suggested differential vulnerability of each prognostic group to different systemic therapies.
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Affiliation(s)
- Francois Bertucci
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France .,Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France.,French Sarcoma Group, Lyon, France
| | - Vincent Niziers
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France.,Department of Surgery, Institut Paoli-Calmettes, Marseille, France
| | - Alexandre de Nonneville
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France.,Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Pascal Finetti
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France
| | - Léna Mescam
- French Sarcoma Group, Lyon, France.,Department of Pathology, Institut Paoli-Calmettes, Marseille, France
| | - Olivier Mir
- French Sarcoma Group, Lyon, France.,Department of Medical Oncology, Gustave Roussy, Villejuif, France
| | - Antoine Italiano
- French Sarcoma Group, Lyon, France.,Department of Medical Oncology, Institut Bergonie, Bordeaux, France
| | - Axel Le Cesne
- French Sarcoma Group, Lyon, France.,Department of Medical Oncology, Gustave Roussy, Villejuif, France
| | - Jean-Yves Blay
- French Sarcoma Group, Lyon, France.,Department of Medical Oncology, Centre Leon Berard, Lyon, France
| | - Michele Ceccarelli
- DIETI, University of Naples Federico II Faculty of Engineering, Naples, Italy
| | - Davide Bedognetti
- Cancer Research, Sidra Medicine, Doha, Qatar.,Department of Internal Medicine and Medical Specialties, University of Genova, Genova, Italy
| | - Daniel Birnbaum
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France
| | - Emilie Mamessier
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France
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Cherif C, Nguyen DT, Paris C, Le TK, Sefiane T, Carbuccia N, Finetti P, Chaffanet M, Kaoutari AE, Vernerey J, Fazli L, Gleave M, Manai M, Barthélémy P, Birnbaum D, Bertucci F, Taïeb D, Rocchi P. Menin inhibition suppresses castration-resistant prostate cancer and enhances chemosensitivity. Oncogene 2021; 41:125-137. [PMID: 34711954 PMCID: PMC8724010 DOI: 10.1038/s41388-021-02039-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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: 01/05/2021] [Revised: 09/09/2021] [Accepted: 09/27/2021] [Indexed: 11/09/2022]
Abstract
Disease progression and therapeutic resistance of prostate cancer (PC) are linked to multiple molecular events that promote survival and plasticity. We previously showed that heat shock protein 27 (HSP27) acted as a driver of castration-resistant phenotype (CRPC) and developed an oligonucleotides antisense (ASO) against HSP27 with evidence of anti-cancer activity in men with CRPC. Here, we show that the tumor suppressor Menin (MEN1) is highly regulated by HSP27. Menin is overexpressed in high-grade PC and CRPC. High MEN1 mRNA expression is associated with decreased biochemical relapse-free and overall survival. Silencing Menin with ASO technology inhibits CRPC cell proliferation, tumor growth, and restores chemotherapeutic sensitivity. ChIP-seq analysis revealed differential DNA binding sites of Menin in various prostatic cells, suggesting a switch from tumor suppressor to oncogenic functions in CRPC. These data support the evaluation of ASO against Menin for CRPC. ![]()
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Affiliation(s)
- Chaïma Cherif
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, F-13009 Marseille, France.,Laboratory of Biochemistry and Molecular Biology, Science University of Tunis, 2092, El Manar, Tunis, Tunisia
| | - Dang Tan Nguyen
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, F-13009 Marseille, France
| | - Clément Paris
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, F-13009 Marseille, France
| | - Thi Khanh Le
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, F-13009 Marseille, France
| | - Thibaud Sefiane
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, F-13009 Marseille, France
| | - Nadine Carbuccia
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, F-13009 Marseille, France
| | - Pascal Finetti
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, F-13009 Marseille, France
| | - Max Chaffanet
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, F-13009 Marseille, France
| | - Abdessamad El Kaoutari
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, F-13009 Marseille, France
| | - Julien Vernerey
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, F-13009 Marseille, France
| | - Ladan Fazli
- The Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada
| | - Martin Gleave
- The Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada
| | - Mohamed Manai
- Laboratory of Biochemistry and Molecular Biology, Science University of Tunis, 2092, El Manar, Tunis, Tunisia
| | - Philippe Barthélémy
- ARNA Laboratory, INSERM U1212, CNRS UMR 5320, University of Bordeaux, F-33076 Bordeaux, France
| | - Daniel Birnbaum
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, F-13009 Marseille, France
| | - François Bertucci
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, F-13009 Marseille, France
| | - David Taïeb
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, F-13009 Marseille, France.,Biophysics and Nuclear Medicine Department, La Timone University Hospital, European Center for Research in Medical Imaging, Aix-Marseille University, F-13005 Marseille, France
| | - Palma Rocchi
- Predictive Oncology Laboratory, Centre de Recherche en Cancérologie de Marseille, Inserm UMR 1068, CNRS UMR 7258, Institut Paoli-Calmettes, Aix-Marseille University, 27 Bd. Leï Roure, F-13009 Marseille, France.
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Villodre ES, Hu X, Larson R, Finetti P, Gomez K, Balema W, Stecklein SR, Santiago‐Sanchez G, Krishnamurthy S, Song J, Su X, Ueno NT, Tripathy D, Van Laere S, Bertucci F, Vivas‐Mejía P, Woodward WA, Debeb BG. Lipocalin 2 promotes inflammatory breast cancer tumorigenesis and skin invasion. Mol Oncol 2021; 15:2752-2765. [PMID: 34342930 PMCID: PMC8486564 DOI: 10.1002/1878-0261.13074] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [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: 03/24/2021] [Revised: 07/21/2021] [Accepted: 08/02/2021] [Indexed: 12/28/2022] Open
Abstract
Inflammatory breast cancer (IBC) is an aggressive form of primary breast cancer characterized by rapid onset and high risk of metastasis and poor clinical outcomes. The biological basis for the aggressiveness of IBC is still not well understood and no IBC-specific targeted therapies exist. In this study, we report that lipocalin 2 (LCN2), a small secreted glycoprotein belonging to the lipocalin superfamily, is expressed at significantly higher levels in IBC vs non-IBC tumors, independently of molecular subtype. LCN2 levels were also significantly higher in IBC cell lines and in their culture media than in non-IBC cell lines. High expression was associated with poor-prognosis features and shorter overall survival in IBC patients. Depletion of LCN2 in IBC cell lines reduced colony formation, migration, and cancer stem cell populations in vitro and inhibited tumor growth, skin invasion, and brain metastasis in mouse models of IBC. Analysis of our proteomics data showed reduced expression of proteins involved in cell cycle and DNA repair in LCN2-silenced IBC cells. Our findings support that LCN2 promotes IBC tumor aggressiveness and offer a new potential therapeutic target for IBC.
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Affiliation(s)
- Emilly S. Villodre
- Department of Breast Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
- MD Anderson Morgan Welch Inflammatory Breast Cancer Clinic and Research ProgramThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
| | - Xiaoding Hu
- Department of Breast Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
- MD Anderson Morgan Welch Inflammatory Breast Cancer Clinic and Research ProgramThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
| | - Richard Larson
- MD Anderson Morgan Welch Inflammatory Breast Cancer Clinic and Research ProgramThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
- Department of Radiation OncologyThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
| | - Pascal Finetti
- Laboratory of Predictive OncologyAix‐Marseille UniversityInsermCNRSInstitut Paoli‐CalmettesCRCMMarseilleFrance
| | - Kristen Gomez
- Department of Biological SciencesThe University of Texas at BrownsvilleTXUSA
| | - Wintana Balema
- MD Anderson Morgan Welch Inflammatory Breast Cancer Clinic and Research ProgramThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
- Department of Radiation OncologyThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
| | - Shane R. Stecklein
- MD Anderson Morgan Welch Inflammatory Breast Cancer Clinic and Research ProgramThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
- Department of Radiation OncologyThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
| | - Ginette Santiago‐Sanchez
- Department Biochemistry and Cancer CenterUniversity of Puerto Rico Medical Sciences CampusSan Juan, Puerto Rico
| | - Savitri Krishnamurthy
- MD Anderson Morgan Welch Inflammatory Breast Cancer Clinic and Research ProgramThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
- Department of PathologyThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
| | - Juhee Song
- Department of BiostatisticsThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
| | - Xiaoping Su
- Department of Bioinformatics and Computational BiologyThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
| | - Naoto T. Ueno
- Department of Breast Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
- MD Anderson Morgan Welch Inflammatory Breast Cancer Clinic and Research ProgramThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
| | - Debu Tripathy
- Department of Breast Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
- MD Anderson Morgan Welch Inflammatory Breast Cancer Clinic and Research ProgramThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
| | - Steven Van Laere
- Center for Oncological Research (CORE)Integrated Personalized and Precision Oncology Network (IPPON)University of AntwerpBelgium
| | - François Bertucci
- Laboratory of Predictive OncologyAix‐Marseille UniversityInsermCNRSInstitut Paoli‐CalmettesCRCMMarseilleFrance
| | - Pablo Vivas‐Mejía
- Department Biochemistry and Cancer CenterUniversity of Puerto Rico Medical Sciences CampusSan Juan, Puerto Rico
| | - Wendy A. Woodward
- MD Anderson Morgan Welch Inflammatory Breast Cancer Clinic and Research ProgramThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
- Department of Radiation OncologyThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
| | - Bisrat G. Debeb
- Department of Breast Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
- MD Anderson Morgan Welch Inflammatory Breast Cancer Clinic and Research ProgramThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
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de Nonneville A, Finetti P, Birnbaum D, Mamessier E, Bertucci F. WEE1 Dependency and Pejorative Prognostic Value in Triple-Negative Breast Cancer. Adv Sci (Weinh) 2021; 8:e2101030. [PMID: 34227743 PMCID: PMC8425927 DOI: 10.1002/advs.202101030] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 04/19/2021] [Indexed: 06/12/2023]
Abstract
The WEE1 G2 checkpoint kinase acts as a negative cell cycle regulator for entry into mitosis (G2-to-M transition). This comment extends a recent Advanced Science paper by reporting higher WEE1-dependency of triple negative breast cancer (TNBC) cell lines, pejorative prognostic value of WEE1 expression in TNBC clinical samples as well as higher expression of biomarkers of sensitivity to WEE1 inhibitor.
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Affiliation(s)
- Alexandre de Nonneville
- Laboratory of Predictive OncologyInstitut Paoli‐CalmettesComprehensive Cancer CenterAix‐Marseille UnivMarseille13009France
| | - Pascal Finetti
- Laboratory of Predictive OncologyInstitut Paoli‐CalmettesComprehensive Cancer CenterAix‐Marseille UnivMarseille13009France
| | - Daniel Birnbaum
- Laboratory of Predictive OncologyInstitut Paoli‐CalmettesComprehensive Cancer CenterAix‐Marseille UnivMarseille13009France
| | - Emilie Mamessier
- Laboratory of Predictive OncologyInstitut Paoli‐CalmettesComprehensive Cancer CenterAix‐Marseille UnivMarseille13009France
| | - François Bertucci
- Laboratory of Predictive OncologyInstitut Paoli‐CalmettesComprehensive Cancer CenterAix‐Marseille UnivMarseille13009France
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40
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Acier A, Godard M, Gassiot F, Finetti P, Rubis M, Nowak J, Bertucci F, Iovanna JL, Tomasini R, Lécorché P, Jacquot G, Khrestchatisky M, Temsamani J, Malicet C, Vasseur S, Guillaumond F. LDL receptor-peptide conjugate as in vivo tool for specific targeting of pancreatic ductal adenocarcinoma. Commun Biol 2021; 4:987. [PMID: 34413441 PMCID: PMC8377056 DOI: 10.1038/s42003-021-02508-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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: 02/23/2021] [Accepted: 07/27/2021] [Indexed: 12/19/2022] Open
Abstract
Despite clinical advances in diagnosis and treatment, pancreatic ductal adenocarcinoma (PDAC) remains the third leading cause of cancer death, and is still associated with poor prognosis and dismal survival rates. Identifying novel PDAC-targeted tools to tackle these unmet clinical needs is thus an urgent requirement. Here we use a peptide conjugate that specifically targets PDAC through low-density lipoprotein receptor (LDLR). We demonstrate by using near-infrared fluorescence imaging the potential of this conjugate to specifically detect and discriminate primary PDAC from healthy organs including pancreas and from benign mass-forming chronic pancreatitis, as well as detect metastatic pancreatic cancer cells in healthy liver. This work paves the way towards clinical applications in which safe LDLR-targeting peptide conjugate promotes tumor-specific delivery of imaging and/or therapeutic agents, thereby leading to substantial improvements of the PDAC patient’s outcome. Acier et al. investigated a peptide cargo system, the Fc(A680)-VH4127, that targets PDAC through the LDLR cell-surface receptor. The Fc(A680)-VH4127 was found to specifically target spontaneous pancreatic tumors in KICmice, as well as metastatic pancreatic tumors in liver.
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Affiliation(s)
- Angélina Acier
- CRCM, Aix-Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes (IPC), Marseille, France.,Vect-Horus, Marseille, France
| | | | | | - Pascal Finetti
- CRCM, Aix-Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes (IPC), Marseille, France
| | - Marion Rubis
- CRCM, Aix-Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes (IPC), Marseille, France
| | | | - François Bertucci
- CRCM, Aix-Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes (IPC), Marseille, France
| | - Juan L Iovanna
- CRCM, Aix-Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes (IPC), Marseille, France
| | - Richard Tomasini
- CRCM, Aix-Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes (IPC), Marseille, France
| | | | | | | | | | | | - Sophie Vasseur
- CRCM, Aix-Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes (IPC), Marseille, France
| | - Fabienne Guillaumond
- CRCM, Aix-Marseille Univ, CNRS, INSERM, Institut Paoli-Calmettes (IPC), Marseille, France. .,CRCM U1068 - Pancreatic Cancer Team, 163 avenue de Luminy, Parc Scientifique de Luminy, Marseille, France.
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Ganier L, Aulas A, Cabaud O, Lopresti A, Semenchenko K, Finetti P, Gilabert M, Goncalves A, Acquaviva C, Birnbaum D, Mamessier E, Borg JP. Abstract 2448: Modeling the mechanisms behind the biphasic expression of the PTK7 tyrosine kinase receptor in colorectal cancer. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-2448] [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
Colorectal cancer (CRC) is the second deadliest cancer worldwide. Discovery of new biomarkers and therapeutic targets is thus essential (PMID: 27922044). CRC cells frequently reactivate developmental pathways such as WNT, Hedgehog and Hippo pathways, which participate to tumorigenesis and metastatic dissemination. The tyrosine kinase receptor PTK7 is a cell surface component from the WNT pathway involved in embryonic development in many species (PMID: 15229603). In retrospective studies, PTK7 was previously found overexpressed in CRC, an event associated with metastatic development, reduced metastases-free survival of non-metastatic patients, and resistance to chemotherapy (PMID: 25962058 and 21103379). PTK7 has pro-migratory and pro-metastatic functions in vitro and in vitro, but the mechanisms behind are not well understood yet.
We recently conducted a prospective study collecting primary tumors, circulating tumor cells (CTCs) and metastases from CRC patients and evaluated expression of PTK7 in all types of samples at the mRNA and protein levels. PTK7 was confirmed as an independent poor prognosis marker in CRC with strong expression in primary tumors and metastases. Surprisingly, a large majority of CTCs were tested negative for the presence of PTK7 at their cell surface. We recapitulated this observation in a xenografted mouse model, as well as in an in vitro microfluidic setup preventing cell-matrix and cell-cell interactions of circulating CRC cells. Both results demonstrated the cell autonomous origin of PTK7 disappearance from CRC cells once in circulation. Interestingly, knockdown of PTK7 with small interfering RNA impaired the adhesion pattern of now PTK7-negative CRC cells on several matrix and promoted resistance to anoikis. A screen combining proximity labeling and mass spectrometry from CRC cells identified partners of PTK7 involved in cell adhesion, including integrins. In the absence of PTK7, two of them (ITGβ1 and ITGαV) had disabled function and expression, and their deregulation was associated with an increased phosphorylation of Focal Adhesion Kinase (FAK), a major actor of cancer cell survival and resistance to anoikis. We are currently investigating the mechanism of disappearance of PTK7 from the cell surface of CTCs and its consequence on drug resistance and metastatic dissemination of CRC cells.
Citation Format: Laetitia Ganier, Anais Aulas, Olivier Cabaud, Alexia Lopresti, Kostyantyn Semenchenko, Pascal Finetti, Marine Gilabert, Anthony Goncalves, Claire Acquaviva, Daniel Birnbaum, Emilie Mamessier, Jean-Paul Borg. Modeling the mechanisms behind the biphasic expression of the PTK7 tyrosine kinase receptor in colorectal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 2448.
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Affiliation(s)
| | - Anais Aulas
- 1Cancer Research Center of Marseille, Marseille, France
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Daulat A, Wagner MS, Kowalczewska M, Finetti P, Castellano R, Audebert S, Bertucci F, Camoin L, Borg JP. Abstract 2290: The serine-threonine kinase Mink1 as a potential therapeutic target in triple negative breast cancer. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-2290] [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
The developmental Wnt/planar cell polarity (PCP) pathway is the most recently described branch of the Wnt signaling pathways and is strongly implicated in cancer development at early and late stages (PMID: 28718442 and PMID: 30952630). Upregulation of the Wnt/PCP components is observed in many cancers and is associated with cancer progression. However, how their molecular functions are regulated remains an open question. Recent data from our laboratory showed that Prickle1 and Vangl2, two core Wnt/PCP components, are overexpressed in Triple Negative Breast Cancers (TNBC) and associated with poor prognosis (PMID: 27184734 and 26754771). Prickle1 is a cytoplasmic protein phosphorylated by the serine/threonine kinase Mink1, which triggers Prickle1 localization at the plasma membrane and regulates its activity (PMID: 22037766). Activation of this axis contributes to breast cancer cell motility and metastatic spreading in vitro and in vivo (PMID: 27184734). To extend our knowledge of the Mink1 substrates, we carried out a phosphoproteomic strategy and identified LL5β. LL5β is a membrane scaffold molecule that anchors microtubules (MTs) at the cell cortex through its association with CLASP, a plus-end MT protein, to trigger focal adhesion disassembly. We found that LL5β is a prominent member of the Prickle1-associated protein complex and harbors a consensus motif for Mink1 phosphorylation. At the molecular level, we demonstrated a two-step phosphorylation cascade carried out by Mink1 that phosphorylates sequentially Prickle1 to mediate its association with LL5β, then LL5β to promote its interaction with CLASP. Finally, analysis of gene expression data suggests that the concomitant up-regulation of Prickle1 and LL5β mRNA levels is associated with a poor metastasis-free survival for TNBC patients. In an effort to counteract the Mink1-Prickle1-LL5β prometastatic pathway, we selected a Mink1 inhibitor that recapitulates all the phenotypes observed following the knockdown of Mink1 expression. This chemical compound is currently under investigation in preclinical assays using xenografted TNBC cell lines and patient-derived xenografts in nude mice.
Citation Format: Avais Daulat, Monica Silveira Wagner, Malgorzata Kowalczewska, Pascal Finetti, Rémy Castellano, Stéphane Audebert, François Bertucci, Luc Camoin, Jean-Paul Borg. The serine-threonine kinase Mink1 as a potential therapeutic target in triple negative breast cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 2290.
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Affiliation(s)
- Avais Daulat
- 1Centre de Recherche en Cancérologie de Marseille (CRCM), Inserm, CNRS, Aix-Marseille Université, Institut Paoli-Calmettes, ‘Cell Polarity, Cell Signalling, and Cancer', Equipe Labellisée Ligue Contre le Cancer, Marseille, France
| | - Monica Silveira Wagner
- 1Centre de Recherche en Cancérologie de Marseille (CRCM), Inserm, CNRS, Aix-Marseille Université, Institut Paoli-Calmettes, ‘Cell Polarity, Cell Signalling, and Cancer', Equipe Labellisée Ligue Contre le Cancer, Marseille, France
| | - Malgorzata Kowalczewska
- 1Centre de Recherche en Cancérologie de Marseille (CRCM), Inserm, CNRS, Aix-Marseille Université, Institut Paoli-Calmettes, ‘Cell Polarity, Cell Signalling, and Cancer', Equipe Labellisée Ligue Contre le Cancer, Marseille, France
| | - Pascal Finetti
- 2CRCM, Inserm, CNRS, Aix-Marseille Université, Institut Paoli-Calmettes, ‘Predictive Oncology', Equipe Labellisée Ligue Contre le Cancer, Marseille, France
| | - Rémy Castellano
- 3CRCM, Inserm, CNRS, Aix-Marseille Université, Institut Paoli-Calmettes, TrGET, Marseille, France
| | - Stéphane Audebert
- 4CRCM, Inserm, CNRS, Aix-Marseille Université, Institut Paoli-Calmettes, Marseille Proteomics, Marseille, France
| | - François Bertucci
- 2CRCM, Inserm, CNRS, Aix-Marseille Université, Institut Paoli-Calmettes, ‘Predictive Oncology', Equipe Labellisée Ligue Contre le Cancer, Marseille, France
| | - Luc Camoin
- 4CRCM, Inserm, CNRS, Aix-Marseille Université, Institut Paoli-Calmettes, Marseille Proteomics, Marseille, France
| | - Jean-Paul Borg
- 5Centre de Recherche en Cancérologie de Marseille (CRCM), Inserm, CNRS, Aix-Marseille Université, Institut Paoli-Calmettes, ‘Cell Polarity, Cell Signalling, and Cancer', Equipe Labellisée Ligue Contre le Cancer, Marseille, France
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Devi GR, Finetti P, Morse MA, Lee S, de Nonneville A, Van Laere S, Troy J, Geradts J, McCall S, Bertucci F. Expression of X-Linked Inhibitor of Apoptosis Protein (XIAP) in Breast Cancer Is Associated with Shorter Survival and Resistance to Chemotherapy. Cancers (Basel) 2021; 13:2807. [PMID: 34199946 PMCID: PMC8200223 DOI: 10.3390/cancers13112807] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [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: 04/16/2021] [Revised: 05/28/2021] [Accepted: 05/29/2021] [Indexed: 11/16/2022] Open
Abstract
XIAP, the most potent inhibitor of cell death pathways, is linked to chemotherapy resistance and tumor aggressiveness. Currently, multiple XIAP-targeting agents are in clinical trials. However, the characterization of XIAP expression in relation to clinicopathological variables in large clinical series of breast cancer is lacking. We retrospectively analyzed non-metastatic, non-inflammatory, primary, invasive breast cancer samples for XIAP mRNA (n = 2341) and protein (n = 367) expression. XIAP expression was analyzed as a continuous value and correlated with clinicopathological variables. XIAP mRNA expression was heterogeneous across samples and significantly associated with younger patients' age (≤50 years), pathological ductal type, lower tumor grade, node-positive status, HR+/HER2- status, and PAM50 luminal B subtype. Higher XIAP expression was associated with shorter DFS in uni- and multivariate analyses in 909 informative patients. Very similar correlations were observed at the protein level. This prognostic impact was significant in the HR+/HER2- but not in the TN subtype. Finally, XIAP mRNA expression was associated with lower pCR rate to anthracycline-based neoadjuvant chemotherapy in both uni- and multivariate analyses in 1203 informative patients. Higher XIAP expression in invasive breast cancer is independently associated with poorer prognosis and resistance to chemotherapy, suggesting the potential therapeutic benefit of targeting XIAP.
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Affiliation(s)
- Gayathri R. Devi
- Division of Surgical Sciences, Department of Surgery, Duke University Medical Center, Durham, NC 27710, USA;
- Department of Pathology, Duke University Medical Center, Durham, NC 27710, USA;
| | - Pascal Finetti
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille University, 13009 Marseille, France; (P.F.); (A.d.N.)
| | - Michael A. Morse
- Department of Medicine, Duke University Medical Center, Durham, NC 27710, USA;
| | - Seayoung Lee
- Division of Surgical Sciences, Department of Surgery, Duke University Medical Center, Durham, NC 27710, USA;
| | - Alexandre de Nonneville
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille University, 13009 Marseille, France; (P.F.); (A.d.N.)
- Department of Medical Oncology, Institut Paoli-Calmettes, 13009 Marseille, France
| | | | - Jesse Troy
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, NC 27710, USA;
| | - Joseph Geradts
- Department of Pathology and Laboratory Medicine, East Carolina University Brody School of Medicine, Greenville, NC 27858, USA;
| | - Shannon McCall
- Department of Pathology, Duke University Medical Center, Durham, NC 27710, USA;
| | - Francois Bertucci
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille University, 13009 Marseille, France; (P.F.); (A.d.N.)
- Department of Medical Oncology, Institut Paoli-Calmettes, 13009 Marseille, France
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Bertucci F, Boudin L, Finetti P, Van Berckelaer C, Van Dam P, Dirix L, Viens P, Gonçalves A, Ueno NT, Van Laere S, Birnbaum D, Mamessier E. Immune landscape of inflammatory breast cancer suggests vulnerability to immune checkpoint inhibitors. Oncoimmunology 2021; 10:1929724. [PMID: 34104544 PMCID: PMC8158040 DOI: 10.1080/2162402x.2021.1929724] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [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] [Indexed: 12/15/2022] Open
Abstract
Background. Anti-PD1/PDL1 immune checkpoint inhibitors (ICIs) showed promising results in breast cancer, and exploration of additional actionable immune checkpoints is ongoing. Inflammatory breast cancer (IBC) is an aggressive form of disease, the immune tumor microenvironment (TME) of which is poorly known. We aimed at providing the first comprehensive immune portrait of IBCs. Methods. From the gene expression profiles of 137 IBC and 252 non-IBC clinical samples, we measured the fractions of 22 immune cell types, expression of signatures associated with tertiary lymphoid structures (TLS) and with the response to ICIs (T cell-inflamed signature: TIS) and of 18 genes coding for major actionable immune checkpoints. The IBC/non-IBC comparison was adjusted upon the clinicopathological variables. Results. The immune profiles of IBCs were heterogeneous. CIBERSORT analysis showed profiles rich in macrophages, CD8+ and CD4 + T-cells, with remarkable similarity with melanoma TME. The comparison with non-IBCs showed significant enrichment in M1 macrophages, γδ T-cells, and memory B-cells. IBCs showed higher expression of TLS and TIS signatures. The TIS signature displayed values in IBCs close to those observed in other cancers sensitive to ICIs. Two-thirds of actionable immune genes (HAVCR2/TIM3, CD27, CD70, CTLA4, ICOS, IDO1, LAG3, PDCD1, TNFRSF9, PVRIG, CD274/PDL1, and TIGIT) were overexpressed in IBCs as compared to normal breast and two-thirds were overexpressed in IBCs versus non-IBCs, with very frequent co-overexpression. For most of them, the overexpression was associated with better pathological response to chemotherapy. Conclusion. Our results suggest the potential higher vulnerability of IBC to ICIs. Clinical trials.
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Affiliation(s)
- François Bertucci
- Predictive Oncology Laboratory, "Equipe Labellisée Ligue Contre Le Cancer", Centre De Recherche En Cancérologie De Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille Université, Marseille, France.,Department of Medical Oncology, CRCM, Institut Paoli-Calmettes, Marseille, France
| | - Laurys Boudin
- Predictive Oncology Laboratory, "Equipe Labellisée Ligue Contre Le Cancer", Centre De Recherche En Cancérologie De Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille Université, Marseille, France
| | - Pascal Finetti
- Predictive Oncology Laboratory, "Equipe Labellisée Ligue Contre Le Cancer", Centre De Recherche En Cancérologie De Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille Université, Marseille, France
| | - Christophe Van Berckelaer
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, Antwerp Belgium
| | - Peter Van Dam
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, Antwerp Belgium
| | - Luc Dirix
- Translational Cancer Research Unit, GZA Hospitals & CORE, MIPRO, University of Antwerp, Antwerp, Belgium.,Department of Oncological Research, Oncology Center, GZA Hospitals Sint-Augustinus, Antwerp, Belgium
| | - Patrice Viens
- Department of Medical Oncology, CRCM, Institut Paoli-Calmettes, Marseille, France
| | - Anthony Gonçalves
- Predictive Oncology Laboratory, "Equipe Labellisée Ligue Contre Le Cancer", Centre De Recherche En Cancérologie De Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille Université, Marseille, France.,Department of Medical Oncology, CRCM, Institut Paoli-Calmettes, Marseille, France
| | - Naoto T Ueno
- Breast Medical Oncology, the University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Steven Van Laere
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, Antwerp Belgium.,Translational Cancer Research Unit, GZA Hospitals & CORE, MIPRO, University of Antwerp, Antwerp, Belgium
| | - Daniel Birnbaum
- Predictive Oncology Laboratory, "Equipe Labellisée Ligue Contre Le Cancer", Centre De Recherche En Cancérologie De Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille Université, Marseille, France
| | - Emilie Mamessier
- Predictive Oncology Laboratory, "Equipe Labellisée Ligue Contre Le Cancer", Centre De Recherche En Cancérologie De Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille Université, Marseille, France
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Bertucci F, Gonçalves A, Guille A, Adelaïde J, Garnier S, Carbuccia N, Billon E, Finetti P, Sfumato P, Monneur A, Pécheux C, Khran M, Brunelle S, Mescam L, Thomassin-Piana J, Poizat F, Charafe-Jauffret E, Turrini O, Lambaudie E, Provansal M, Extra JM, Madroszyk A, Gilabert M, Sabatier R, Vicier C, Mamessier E, Chabannon C, Pakradouni J, Viens P, André F, Gravis G, Popovici C, Birnbaum D, Chaffanet M. Prospective high-throughput genome profiling of advanced cancers: results of the PERMED-01 clinical trial. Genome Med 2021; 13:87. [PMID: 34006291 PMCID: PMC8132379 DOI: 10.1186/s13073-021-00897-9] [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: 08/27/2020] [Accepted: 04/27/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The benefit of precision medicine based on relatively limited gene sets and often-archived samples remains unproven. PERMED-01 (NCT02342158) was a prospective monocentric clinical trial assessing, in adults with advanced solid cancer, the feasibility and impact of extensive molecular profiling applied to newly biopsied tumor sample and based on targeted NGS (t-NGS) of the largest gene panel to date and whole-genome array-comparative genomic hybridization (aCGH) with assessment of single-gene alterations and clinically relevant genomic scores. METHODS Eligible patients with refractory cancer had one tumor lesion accessible to biopsy. Extracted tumor DNA was profiled by t-NGS and aCGH. We assessed alterations of 802 "candidate cancer" genes and global genomic scores, such as homologous recombination deficiency (HRD) score and tumor mutational burden. The primary endpoint was the number of patients with actionable genetic alterations (AGAs). Secondary endpoints herein reported included a description of patients with AGA who received a "matched therapy" and their clinical outcome, and a comparison of AGA identification with t-NGS and aCGH versus whole-exome sequencing (WES). RESULTS Between November 2014 and September 2019, we enrolled 550 patients heavily pretreated. An exploitable complete molecular profile was obtained in 441/550 patients (80%). At least one AGA, defined in real time by our molecular tumor board, was found in 393/550 patients (71%, two-sided 90%CI 68-75%). Only 94/550 patients (17%, 95%CI 14-21) received an "AGA-matched therapy" on progression. The most frequent AGAs leading to "matched therapy" included PIK3CA mutations, KRAS mutations/amplifications, PTEN deletions/mutations, ERBB2 amplifications/mutations, and BRCA1/2 mutations. Such "matched therapy" improved by at least 1.3-fold the progression-free survival on matched therapy (PFS2) compared to PFS on prior therapy (PFS1) in 36% of cases, representing 6% of the enrolled patients. Within patients with AGA treated on progression, the use of "matched therapy" was the sole variable associated with an improved PFS2/PFS1 ratio. Objective responses were observed in 19% of patients treated with "matched therapy," and 6-month overall survival (OS) was 62% (95%CI 52-73). In a subset of 112 metastatic breast cancers, WES did not provide benefit in term of AGA identification when compared with t-NGS/aCGH. CONCLUSIONS Extensive molecular profiling of a newly biopsied tumor sample identified AGA in most of cases, leading to delivery of a "matched therapy" in 17% of screened patients, of which 36% derived clinical benefit. WES did not seem to improve these results. TRIAL REGISTRATION ID-RCB identifier: 2014-A00966-41; ClinicalTrials.gov identifier: NCT02342158 .
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Affiliation(s)
- François Bertucci
- Laboratory of Predictive Oncology, Department of Medical Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille University, 232 Boulevard Sainte-Marguerite, 13009, Marseille, France.
- Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France.
| | - Anthony Gonçalves
- Laboratory of Predictive Oncology, Department of Medical Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille University, 232 Boulevard Sainte-Marguerite, 13009, Marseille, France
- Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Arnaud Guille
- Laboratory of Predictive Oncology, Department of Medical Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille University, 232 Boulevard Sainte-Marguerite, 13009, Marseille, France
| | - José Adelaïde
- Laboratory of Predictive Oncology, Department of Medical Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille University, 232 Boulevard Sainte-Marguerite, 13009, Marseille, France
| | - Séverine Garnier
- Laboratory of Predictive Oncology, Department of Medical Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille University, 232 Boulevard Sainte-Marguerite, 13009, Marseille, France
| | - Nadine Carbuccia
- Laboratory of Predictive Oncology, Department of Medical Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille University, 232 Boulevard Sainte-Marguerite, 13009, Marseille, France
| | - Emilien Billon
- Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Pascal Finetti
- Laboratory of Predictive Oncology, Department of Medical Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille University, 232 Boulevard Sainte-Marguerite, 13009, Marseille, France
| | - Patrick Sfumato
- Biostatistics Unit, Institut Paoli-Calmettes, Marseille, France
| | - Audrey Monneur
- Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Christophe Pécheux
- Department of Medical genetics, Hôpital Timone Enfants, AP-HM, Marseille, France
| | - Martin Khran
- Department of Medical genetics, Hôpital Timone Enfants, AP-HM, Marseille, France
- Aix-Marseille University, Inserm, U1251-MMG, Marseille Medical Genetics, Marseille, France
| | - Serge Brunelle
- Department of Imaging, Institut Paoli-Calmettes, Marseille, France
| | - Lenaïg Mescam
- Department of Biopathology, Institut Paoli-Calmettes, Marseille, France
| | | | - Flora Poizat
- Department of Biopathology, Institut Paoli-Calmettes, Marseille, France
| | | | - Olivier Turrini
- Department of Surgical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Eric Lambaudie
- Department of Surgical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Magali Provansal
- Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Jean-Marc Extra
- Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Anne Madroszyk
- Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Marine Gilabert
- Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Renaud Sabatier
- Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Cécile Vicier
- Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Emilie Mamessier
- Laboratory of Predictive Oncology, Department of Medical Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille University, 232 Boulevard Sainte-Marguerite, 13009, Marseille, France
| | - Christian Chabannon
- Biobank, Department of Hematology, Institut Paoli-Calmettes, Marseille, France
| | - Jihane Pakradouni
- Department of Clinical Research and Innovation, Institut Paoli-Calmettes, Marseille, France
| | - Patrice Viens
- Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Fabrice André
- Department of Medical Oncology, Gustave Roussy Cancer Campus, UMR981 Inserm, Villejuif, France
- Paris Sud University, Orsay, France
| | - Gwenaelle Gravis
- Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Cornel Popovici
- Department of Oncogenetics, Institut Paoli-Calmettes, Marseille, France
| | - Daniel Birnbaum
- Laboratory of Predictive Oncology, Department of Medical Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille University, 232 Boulevard Sainte-Marguerite, 13009, Marseille, France
| | - Max Chaffanet
- Laboratory of Predictive Oncology, Department of Medical Oncology, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille University, 232 Boulevard Sainte-Marguerite, 13009, Marseille, France
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Goncalves A, Finetti P, Birnbaum D, Bertucci F. The CINSARC signature predicts the clinical outcome in patients with Luminal B breast cancer. NPJ Breast Cancer 2021; 7:48. [PMID: 33953185 PMCID: PMC8099860 DOI: 10.1038/s41523-021-00256-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 10/09/2020] [Accepted: 04/08/2021] [Indexed: 01/12/2023] Open
Abstract
CINSARC, a multigene expression signature originally developed in sarcomas, was shown to have prognostic impact in various cancers. We tested the prognostic value for disease-free survival (DFS) of CINSARC in a series of 6035 early-stage invasive primary breast cancers. CINSARC had independent prognostic value in the Luminal B subtype and not in the other subtypes. In Luminal B patients receiving adjuvant endocrine therapy but no chemotherapy, CINSARC identified patients with different 5-year DFS (90% [95%CI 86-95] in low-risk vs. 79% [95%CI 75-84] in high-risk, p = 1.04E-02). Luminal B CINSARC high-risk tumors were predicted to be less sensitive to endocrine therapy and CDK4/6 inhibitors, but more vulnerable to homologous recombination targeting and immunotherapy. We concluded that CINSARC adds prognostic information to that of clinicopathological features in Luminal B breast cancers, which might improve patients' stratification and better orient adjuvant treatment. Moreover, it identifies potential therapeutic avenues in this aggressive molecular subtype.
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Affiliation(s)
- Anthony Goncalves
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Marseille, France
- Département d'Oncologie Médicale, Institut Paoli-Calmettes, Marseille, France
- Faculté de Médecine, Aix-Marseille Université, Marseille, France
| | - Pascal Finetti
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Marseille, France
| | - Daniel Birnbaum
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Marseille, France
| | - François Bertucci
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Marseille, France.
- Département d'Oncologie Médicale, Institut Paoli-Calmettes, Marseille, France.
- Faculté de Médecine, Aix-Marseille Université, Marseille, France.
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47
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Guo Y, Gabola M, Lattanzio R, Paul C, Pinet V, Tang R, Turali H, Bremond J, Longobardi C, Maurizy C, Da Costa Q, Finetti P, Boissière-Michot F, Rivière B, Lemmers C, Garnier S, Bertucci F, Zlobec I, Chebli K, Tazi J, Azar R, Blanchard JM, Sicinski P, Mamessier E, Lemmers B, Hahne M. Cyclin A2 maintains colon homeostasis and is a prognostic factor in colorectal cancer. J Clin Invest 2021; 131:131517. [PMID: 33332285 DOI: 10.1172/jci131517] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Accepted: 12/09/2020] [Indexed: 12/19/2022] Open
Abstract
To clarify the function of cyclin A2 in colon homeostasis and colorectal cancer (CRC), we generated mice deficient for cyclin A2 in colonic epithelial cells (CECs). Colons of these mice displayed architectural changes in the mucosa and signs of inflammation, as well as increased proliferation of CECs associated with the appearance of low- and high-grade dysplasias. The main initial events triggering those alterations in cyclin A2-deficient CECs appeared to be abnormal mitoses and DNA damage. Cyclin A2 deletion in CECs promoted the development of dysplasia and adenocarcinomas in a murine colitis-associated cancer model. We next explored the status of cyclin A2 expression in clinical CRC samples at the mRNA and protein levels and found higher expression in tumors of patients with stage 1 or 2 CRC compared with those of patients with stage 3 or 4 CRC. A meta-analysis of 11 transcriptome data sets comprising 2239 primary CRC tumors revealed different expression levels of CCNA2 (the mRNA coding for cyclin A2) among the CRC tumor subtypes, with the highest expression detected in consensus molecular subtype 1 (CMS1) and the lowest in CMS4 tumors. Moreover, we found high expression of CCNA2 to be a new, independent prognosis factor for CRC tumors.
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Affiliation(s)
- Yuchen Guo
- Institut de Génétique Moléculaire de Montpellier, Université de Montpellier, Centre National de la Recherche Scientifique (CNRS), Montpellier, France
| | - Monica Gabola
- Institut de Génétique Moléculaire de Montpellier, Université de Montpellier, Centre National de la Recherche Scientifique (CNRS), Montpellier, France
| | - Rossano Lattanzio
- Department of Medical, Oral and Biotechnological Sciences, "G. d'Annunzio" University, Chieti, Italy.,Center for Advanced Studies and Technology (CAST), "G. d'Annunzio" University, Chieti, Italy
| | - Conception Paul
- Institut de Génétique Moléculaire de Montpellier, Université de Montpellier, Centre National de la Recherche Scientifique (CNRS), Montpellier, France
| | - Valérie Pinet
- Institut de Génétique Moléculaire de Montpellier, Université de Montpellier, Centre National de la Recherche Scientifique (CNRS), Montpellier, France
| | - Ruizhi Tang
- Institut de Génétique Moléculaire de Montpellier, Université de Montpellier, Centre National de la Recherche Scientifique (CNRS), Montpellier, France
| | - Hulya Turali
- Institut de Génétique Moléculaire de Montpellier, Université de Montpellier, Centre National de la Recherche Scientifique (CNRS), Montpellier, France
| | - Julie Bremond
- Institut de Génétique Moléculaire de Montpellier, Université de Montpellier, Centre National de la Recherche Scientifique (CNRS), Montpellier, France
| | - Ciro Longobardi
- Institut de Génétique Moléculaire de Montpellier, Université de Montpellier, Centre National de la Recherche Scientifique (CNRS), Montpellier, France
| | - Chloé Maurizy
- Institut de Génétique Moléculaire de Montpellier, Université de Montpellier, Centre National de la Recherche Scientifique (CNRS), Montpellier, France
| | - Quentin Da Costa
- Predictive Oncology Laboratory, Cancer Research Center of Marseille (CRCM), INSERM, U1068, CNRS, UMR7258, Institut Paoli-Calmettes, Aix Marseille Université, Marseille, France
| | - Pascal Finetti
- Predictive Oncology Laboratory, Cancer Research Center of Marseille (CRCM), INSERM, U1068, CNRS, UMR7258, Institut Paoli-Calmettes, Aix Marseille Université, Marseille, France
| | - Florence Boissière-Michot
- Translationnal Research Unit, Montpellier Cancer Institute, Montpellier, France - Université de Montpellier, Montpellier, France
| | - Benjamin Rivière
- Institut de Génétique Moléculaire de Montpellier, Université de Montpellier, Centre National de la Recherche Scientifique (CNRS), Montpellier, France
| | - Céline Lemmers
- PVM, Biocampus, Université de Montpellier, CNRS, Montpellier, France
| | - Séverine Garnier
- Predictive Oncology Laboratory, Cancer Research Center of Marseille (CRCM), INSERM, U1068, CNRS, UMR7258, Institut Paoli-Calmettes, Aix Marseille Université, Marseille, France
| | - François Bertucci
- Predictive Oncology Laboratory, Cancer Research Center of Marseille (CRCM), INSERM, U1068, CNRS, UMR7258, Institut Paoli-Calmettes, Aix Marseille Université, Marseille, France.,Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Inti Zlobec
- Institute of Pathology, University of Bern, Bern, Switzerland
| | - Karim Chebli
- Institut de Génétique Moléculaire de Montpellier, Université de Montpellier, Centre National de la Recherche Scientifique (CNRS), Montpellier, France
| | - Jamal Tazi
- Institut de Génétique Moléculaire de Montpellier, Université de Montpellier, Centre National de la Recherche Scientifique (CNRS), Montpellier, France
| | - Rania Azar
- Faculty of Pharmacy, Lebanese University, Hadath, Lebanon
| | - Jean-Marie Blanchard
- Institut de Génétique Moléculaire de Montpellier, Université de Montpellier, Centre National de la Recherche Scientifique (CNRS), Montpellier, France
| | | | - Emilie Mamessier
- Predictive Oncology Laboratory, Cancer Research Center of Marseille (CRCM), INSERM, U1068, CNRS, UMR7258, Institut Paoli-Calmettes, Aix Marseille Université, Marseille, France
| | - Bénédicte Lemmers
- Institut de Génétique Moléculaire de Montpellier, Université de Montpellier, Centre National de la Recherche Scientifique (CNRS), Montpellier, France
| | - Michael Hahne
- Institut de Génétique Moléculaire de Montpellier, Université de Montpellier, Centre National de la Recherche Scientifique (CNRS), Montpellier, France
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Birnbaum DJ, Begg SKS, Finetti P, Vanderburg C, Kulkarni AS, Neyaz A, Hank T, Tai E, Deshpande V, Bertucci F, Birnbaum D, Lillemoe KD, Warshaw AL, Mino-Kenudson M, Fernandez-Del Castillo C, Ting DT, Liss AS. Transcriptomic Analysis of Laser Capture Microdissected Tumors Reveals Cancer- and Stromal-Specific Molecular Subtypes of Pancreatic Ductal Adenocarcinoma. Clin Cancer Res 2021; 27:2314-2325. [PMID: 33547202 DOI: 10.1158/1078-0432.ccr-20-1039] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 11/22/2020] [Accepted: 02/01/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE Pancreatic ductal adenocarcinoma (PDAC) lethality is multifactorial; although studies have identified transcriptional and genetic subsets of tumors with different prognostic significance, there is limited understanding of features associated with the minority of patients who have durable remission after surgical resection. In this study, we performed laser capture microdissection (LCM) of PDAC samples to define their cancer- and stroma-specific molecular subtypes and identify a prognostic gene expression signature for short-term and long-term survival. EXPERIMENTAL DESIGN LCM and RNA sequencing (RNA-seq) analysis of cancer and adjacent stroma of 19 treatment-naïve PDAC tumors was performed. Gene expression signatures were tested for their robustness in a large independent validation set. An RNA-ISH assay with pooled probes for genes associated with disease-free survival (DFS) was developed to probe 111 PDAC tumor samples. RESULTS Gene expression profiling identified four subtypes of cancer cells (C1-C4) and three subtypes of cancer-adjacent stroma (S1-S3). These stroma-specific subtypes were associated with DFS (P = 5.55E-07), with S1 associated with better prognoses when paired with C1 and C2. Thirteen genes were found to be predominantly expressed in cancer cells and corresponded with DFS in a validation using existing RNA-seq datasets. A second validation on an independent cohort of patients using RNA-ISH probes to six of these prognostic genes demonstrated significant association with overall survival (median 17 vs. 25 months; P < 0.02). CONCLUSIONS Our results identified specific signatures from the epithelial and the stroma components of PDAC, which add clarity to the nature of PDAC molecular subtypes and may help predict survival.
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Affiliation(s)
- David J Birnbaum
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.,Department of Digestive Surgery, Aix-Marseille University, Marseille, France.,Department of Predictive Oncology, Cancer Research Center of Marseille, U1068 Inserm, UMR 7258 CNRS, Institut Paoli Calmettes, Aix-Marseille University, Marseille, France
| | - Sebastian K S Begg
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Pascal Finetti
- Department of Predictive Oncology, Cancer Research Center of Marseille, U1068 Inserm, UMR 7258 CNRS, Institut Paoli Calmettes, Aix-Marseille University, Marseille, France
| | - Charles Vanderburg
- Harvard NeuroDiscovery Center, Massachusetts General Hospital, Boston, Massachusetts
| | - Anupriya S Kulkarni
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Azfar Neyaz
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Thomas Hank
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Eric Tai
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Vikram Deshpande
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - François Bertucci
- Department of Predictive Oncology, Cancer Research Center of Marseille, U1068 Inserm, UMR 7258 CNRS, Institut Paoli Calmettes, Aix-Marseille University, Marseille, France.,Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Daniel Birnbaum
- Department of Predictive Oncology, Cancer Research Center of Marseille, U1068 Inserm, UMR 7258 CNRS, Institut Paoli Calmettes, Aix-Marseille University, Marseille, France
| | - Keith D Lillemoe
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Andrew L Warshaw
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Mari Mino-Kenudson
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | | | - David T Ting
- Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, Massachusetts.
| | - Andrew S Liss
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.
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Birnbaum DJ, Finetti P, Birnbaum D, Bertucci F. Theranostic Targeting of CUB Domain Containing Protein 1 (CDCP1) in Pancreatic Cancer—Letter. Clin Cancer Res 2020; 26:5539. [DOI: 10.1158/1078-0432.ccr-20-1969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 07/02/2020] [Accepted: 08/07/2020] [Indexed: 11/16/2022]
Affiliation(s)
- David J. Birnbaum
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France
| | - Pascal Finetti
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France
| | - Daniel Birnbaum
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France
| | - François Bertucci
- Laboratory of Predictive Oncology, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, Aix-Marseille Université, INSERM UMR1068, CNRS UMR725, Marseille, France
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50
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Honselmann KC, Finetti P, Birnbaum DJ, Monsalve CS, Wellner UF, Begg SKS, Nakagawa A, Hank T, Li A, Goldsworthy MA, Sharma H, Bertucci F, Birnbaum D, Tai E, Ligorio M, Ting DT, Schilling O, Biniossek ML, Bronsert P, Ferrone CR, Keck T, Mino-Kenudson M, Lillemoe KD, Warshaw AL, Fernández-Del Castillo C, Liss AS. Neoplastic-Stromal Cell Cross-talk Regulates Matrisome Expression in Pancreatic Cancer. Mol Cancer Res 2020; 18:1889-1902. [PMID: 32873625 DOI: 10.1158/1541-7786.mcr-20-0439] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 05/28/2020] [Accepted: 08/25/2020] [Indexed: 11/16/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is characterized by a highly desmoplastic reaction, warranting intense cancer-stroma communication. In this study, we interrogated the contribution of the BET family of chromatin adaptors to the cross-talk between PDAC cells and the tumor stroma. Short-term treatment of orthotopic xenograft tumors with CPI203, a small-molecule inhibitor of BET proteins, resulted in broad changes in the expression of genes encoding components of the extracellular matrix (matrisome) in both cancer and stromal cells. Remarkably, more than half of matrisome genes were expressed by cancer cells. In vitro cocultures of PDAC cells and cancer-associated fibroblasts (CAF) demonstrated that matrisome expression was regulated by BET-dependent cancer-CAF cross-talk. Disrupting this cross-talk in vivo resulted in diminished growth of orthotopic patient-derived xenograft tumors, reduced proliferation of cancer cells, and changes in collagen structure consistent with that of patients who experienced better survival. Examination of matrisome gene expression in publicly available data sets of 573 PDAC tumors identified a 65-gene signature that was able to distinguish long- and short-term PDAC survivors. Importantly, the expression of genes predictive of short-term survival was diminished in the cancer cells of orthotopic xenograft tumors of mice treated with CPI203. Taken together, these results demonstrate that inhibiting the activity BET proteins results in transcriptional and structural differences in the matrisome are associated with better patient survival. IMPLICATIONS: These studies highlight the biological relevance of the matrisome program in PDAC and suggest targeting of epigenetically driven tumor-stroma cross-talk as a potential therapeutic avenue.
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Affiliation(s)
- Kim C Honselmann
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Pascal Finetti
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, INSERM UMR1068, CNRS UMR7258, Aix-Marseille University, Marseille, France
| | - David J Birnbaum
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.,Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, INSERM UMR1068, CNRS UMR7258, Aix-Marseille University, Marseille, France.,Département de Chirurgie Générale et Viscérale, AP-HM, Marseille, France
| | - Christian S Monsalve
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Ulrich F Wellner
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, Luebeck, Germany
| | - Sebastian K S Begg
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Akifumi Nakagawa
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Thomas Hank
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Annie Li
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Mathew A Goldsworthy
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Himanshu Sharma
- Partners Healthcare Personalized Medicine Center, Cambridge, Massachusetts
| | - François Bertucci
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, INSERM UMR1068, CNRS UMR7258, Aix-Marseille University, Marseille, France.,Département d'Oncologie Médicale, Institut Paoli-Calmettes, Marseille, France
| | - Daniel Birnbaum
- Laboratoire d'Oncologie Prédictive, Centre de Recherche en Cancérologie de Marseille, INSERM UMR1068, CNRS UMR7258, Aix-Marseille University, Marseille, France
| | - Eric Tai
- MGH Cancer Research Center, Harvard Medical School, Boston, Massachusetts
| | - Matteo Ligorio
- MGH Cancer Research Center, Harvard Medical School, Boston, Massachusetts
| | - David T Ting
- MGH Cancer Research Center, Harvard Medical School, Boston, Massachusetts
| | - Oliver Schilling
- Institute of Surgical Pathology, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.,German Cancer Consortium (DKTK) and Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Martin L Biniossek
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Peter Bronsert
- Institute of Surgical Pathology, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.,German Cancer Consortium (DKTK) and Cancer Research Center (DKFZ), Heidelberg, Germany.,Comprehensive Cancer Center Freiburg, Medical Center - University of Freiburg, Freiburg, Germany
| | - Cristina R Ferrone
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Tobias Keck
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, Luebeck, Germany
| | - Mari Mino-Kenudson
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Keith D Lillemoe
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Andrew L Warshaw
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | | | - Andrew S Liss
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.
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