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Nazzari M, Romitti M, Kip AM, Kamps R, Costagliola S, van de Beucken T, Moroni L, Caiment F. Impact of benzo[a]pyrene, PCB153 and sex hormones on human ESC-Derived thyroid follicles using single cell transcriptomics. ENVIRONMENT INTERNATIONAL 2024; 188:108748. [PMID: 38763096 DOI: 10.1016/j.envint.2024.108748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 04/25/2024] [Accepted: 05/10/2024] [Indexed: 05/21/2024]
Abstract
INTRODUCTION Endocrine disruptors are compounds of manmade origin able to interfere with the endocrine system and constitute an important environmental concern. Indeed, detrimental effects on thyroid physiology and functioning have been described. Differences exist in the susceptibility of human sexes to the incidence of thyroid disorders, like autoimmune diseases or cancer. METHODS To study how different hormonal environments impact the thyroid response to endocrine disruptors, we exposed human embryonic stem cell-derived thyroid organoids to physiological concentrations of sex hormones resembling the serum levels of human females post-ovulation or males of reproductive age for three days. Afterwards, we added 10 µM benzo[a]pyrene or PCB153 for 24 h and analyzed the transcriptome changes via single-cell RNA sequencing with differential gene expression and gene ontology analysis. RESULTS The sex hormones receptors genes AR, ESR1, ESR2 and PGR were expressed at low levels. Among the thyroid markers, only TG resulted downregulated by benzo[a]pyrene or benzo[a]pyrene with the "male" hormones mix. Both hormone mixtures and benzo[a]pyrene alone upregulated ribosomal genes and genes involved in oxidative phosphorylation, while their combination decreased the expression compared to benzo[a]pyrene alone. The "male" mix and benzo[a]pyrene, alone or in combination, upregulated genes involved in lipid transport and metabolism (APOA1, APOC3, APOA4, FABP1, FABP2, FABP6). The combination of "male" hormones and benzo[a]pyrene induced also genes involved in inflammation and NFkB targets. Benzo[a]pyrene upregulated CYP1A1, CYP1B1 and NQO1 irrespective of the hormonal context. The induction was stronger in the "female" mix. Benzo[a]pyrene alone upregulated genes involved in cell cycle regulation, response to reactive oxygen species and apoptosis. PCB153 had a modest effect in presence of "male" hormones, while we did not observe any changes with the "female" mix. CONCLUSION This work shows how single cell transcriptomics can be applied to selectively study the in vitro effects of endocrine disrupters and their interaction with different hormonal contexts.
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Affiliation(s)
- Marta Nazzari
- Department of Toxicogenomics, GROW School for Oncology and Developmental Biology, Maastricht University, 6229 ER Maastricht, the Netherlands
| | - Mírian Romitti
- Institute of Interdisciplinary Research in Molecular Human Biology (IRIBHM), Université Libre de Bruxelles, 808 Route de Lennik, 1070 Brussels, Belgium
| | - Anna M Kip
- Department of Complex Tissue Regeneration, MERLN Institute for Technology-Inspired Regenerative Medicine, Maastricht University 6229 ER Maastricht, the Netherlands
| | - Rick Kamps
- Department of Toxicogenomics, Maastricht University, 6229 ER Maastricht, the Netherlands
| | - Sabine Costagliola
- Institute of Interdisciplinary Research in Molecular Human Biology (IRIBHM), Université Libre de Bruxelles, 808 Route de Lennik, 1070 Brussels, Belgium
| | - Twan van de Beucken
- Department of Toxicogenomics, Maastricht University, 6229 ER Maastricht, the Netherlands
| | - Lorenzo Moroni
- Department of Complex Tissue Regeneration, MERLN Institute for Technology-Inspired Regenerative Medicine, Maastricht University 6229 ER Maastricht, the Netherlands
| | - Florian Caiment
- Department of Toxicogenomics, GROW School for Oncology and Developmental Biology, Maastricht University, 6229 ER Maastricht, the Netherlands.
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Nylund P, Nikkarinen A, Ek S, Glimelius I. Empowering macrophages: the cancer fighters within the tumour microenvironment in mantle cell lymphoma. Front Immunol 2024; 15:1373269. [PMID: 38566987 PMCID: PMC10985169 DOI: 10.3389/fimmu.2024.1373269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 02/29/2024] [Indexed: 04/04/2024] Open
Abstract
In Mantle Cell Lymphoma (MCL), the role of macrophages within the tumour microenvironment (TME) has recently gained attention due to their impact on prognosis and response to therapy. Despite their low absolute number in MCL tumour tissue, recent findings reveal an association between the levels of macrophages and prognosis, consistent with trends observed in other lymphoma subtypes. M2-like macrophages, identified by markers such as CD163, contribute to angiogenesis and suppression of the immune response. Clinical trials with MCL patients treated with chemoimmunotherapy and targeted treatments underscore the adverse impact of high levels of M2-like macrophages. Immunomodulatory drugs like lenalidomide reduce the levels of MCL-associated CD163+ macrophages and enhance macrophage phagocytic activity. Similarly, clinical approaches targeting the CD47 "don't eat me" signalling, in combination with the anti-CD20-antibody rituximab, demonstrate increased macrophage activity and phagocytosis of MCL tumour cells. Cell-based therapies such as chimeric antigen receptor (CAR) T-cell have shown promise but various challenges persist, leading to a potential interest in CAR-macrophages (CAR-M). When macrophages are recruited to the TME, they offer advantages including phagocytic function and responsiveness to microenvironment alterations, suggesting their potential as a manipulable and inducible alternative when CAR T-cell therapies fails in the complex landscape of MCL treatment.
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Affiliation(s)
- Patrick Nylund
- Department of Immunology, Genetics and Pathology, Cancer Precision Medicine Unit, Uppsala University, Uppsala, Sweden
| | - Anna Nikkarinen
- Department of Immunology, Genetics and Pathology, Cancer Precision Medicine Unit, Uppsala University, Uppsala, Sweden
| | - Sara Ek
- Department of Immunotechnology, Lund University, Lund, Sweden
| | - Ingrid Glimelius
- Department of Immunology, Genetics and Pathology, Cancer Precision Medicine Unit, Uppsala University, Uppsala, Sweden
- Division of Clinical Epidemiology, Department of Medicine, Karolinska Institute, Stockholm, Sweden
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Decombis S, Bellanger C, Le Bris Y, Madiot C, Jardine J, Santos JC, Boulet D, Dousset C, Menard A, Kervoelen C, Douillard E, Moreau P, Minvielle S, Moreau-Aubry A, Tessoulin B, Roue G, Bidère N, Le Gouill S, Pellat-Deceunynck C, Chiron D. CARD11 gain of function upregulates BCL2A1 expression and promotes resistance to targeted therapies combination in B-cell lymphoma. Blood 2023; 142:1543-1555. [PMID: 37562004 DOI: 10.1182/blood.2023020211] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 07/07/2023] [Accepted: 07/07/2023] [Indexed: 08/12/2023] Open
Abstract
A strategy combining targeted therapies is effective in B-cell lymphomas (BCL), such as mantle cell lymphoma (MCL), but acquired resistances remain a recurrent issue. In this study, we performed integrative longitudinal genomic and single-cell RNA-sequencing analyses of patients with MCL who were treated with targeted therapies against CD20, BCL2, and Bruton tyrosine kinase (OAsIs trial). We revealed the emergence of subclones with a selective advantage against OAsIs combination in vivo and showed that resistant cells were characterized by B-cell receptor (BCR)-independent overexpression of NF-κB1 target genes, especially owing to CARD11 mutations. Functional studies demonstrated that CARD11 gain of function not only resulted in BCR independence but also directly increased the transcription of the antiapoptotic BCL2A1, leading to resistance against venetoclax and OAsIs combination. Based on the transcriptional profile of OAsIs-resistant subclones, we designed a 16-gene resistance signature that was also predictive for patients with MCL who were treated with conventional chemotherapy, underlying a common escape mechanism. Among druggable strategies to inhibit CARD11-dependent NF-κB1 transduction, we evaluated the selective inhibition of its essential partner MALT1. We demonstrated that MALT1 protease inhibition led to a reduction in the expression of genes involved in OAsIs resistance, including BCL2A1. Consequently, MALT1 inhibition induced synergistic cell death in combination with BCL2 inhibition, irrespective of CARD11 mutational status, both in vitro and in vivo. Taken together, our study identified mechanisms of resistance to targeted therapies and provided a novel strategy to overcome resistance in aggressive BCL. The OAsIs trial was registered at www.clinicaltrials.gov #NCT02558816.
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Affiliation(s)
- Salomé Decombis
- Hematology Department, Nantes Université, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
| | - Celine Bellanger
- Hematology Department, Nantes Université, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
| | - Yannick Le Bris
- Hematology Department, Nantes Université, Centre Hospitalier Universitaire de Nantes, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
| | - Candice Madiot
- Hematology Department, Nantes Université, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
| | - Jane Jardine
- Hematology Department, Nantes Université, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
| | | | - Delphine Boulet
- Hematology Department, Nantes Université, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
| | - Christelle Dousset
- Hematology Department, Nantes Université, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
| | - Audrey Menard
- Hematology Department, Nantes Université, Centre Hospitalier Universitaire de Nantes, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
| | - Charlotte Kervoelen
- Therassay (Onco-Hemato) Core Facility, Nantes Université, Capacités, Nantes, France
| | - Elise Douillard
- Hematology Department, Nantes Université, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
| | - Philippe Moreau
- Hematology Department, Nantes Université, Centre Hospitalier Universitaire de Nantes, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
| | - Stephane Minvielle
- Hematology Department, Nantes Université, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
| | - Agnes Moreau-Aubry
- Hematology Department, Nantes Université, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
| | - Benoit Tessoulin
- Hematology Department, Nantes Université, Centre Hospitalier Universitaire de Nantes, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
| | - Gael Roue
- Lymphoma Translational Group, Josep Carreras Leukaemia Research Institute, Badalona, Spain
| | - Nicolas Bidère
- Hematology Department, Nantes Université, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
| | | | | | - David Chiron
- Hematology Department, Nantes Université, INSERM, CNRS, Université d'Angers, CRCI2NA, Nantes, France
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Tipping the balance: toward rational combination therapies to overcome venetoclax resistance in mantle cell lymphoma. Leukemia 2022; 36:2165-2176. [PMID: 35725771 PMCID: PMC9418002 DOI: 10.1038/s41375-022-01627-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 06/07/2022] [Accepted: 06/08/2022] [Indexed: 11/27/2022]
Abstract
Mantle cell lymphoma (MCL), an aggressive, but incurable B-cell lymphoma, is genetically characterized by the t(11;14) translocation, resulting in the overexpression of Cyclin D1. In addition, deregulation of the B-cell lymphoma-2 (BCL-2) family proteins BCL-2, B-cell lymphoma-extra large (BCL-XL), and myeloid cell leukemia-1 (MCL-1) is highly common in MCL. This renders these BCL-2 family members attractive targets for therapy; indeed, the BCL-2 inhibitor venetoclax (ABT-199), which already received FDA approval for the treatment of chronic lymphocytic leukemia (CLL) and acute myeloid leukemia (AML), shows promising results in early clinical trials for MCL. However, a significant subset of patients show primary resistance or will develop resistance upon prolonged treatment. Here, we describe the underlying mechanisms of venetoclax resistance in MCL, such as upregulation of BCL-XL or MCL-1, and the recent (clinical) progress in the development of inhibitors for these BCL-2 family members, followed by the transcriptional and (post-)translational (dys)regulation of the BCL-2 family proteins, including the role of the lymphoid organ microenvironment. Based upon these insights, we discuss how rational combinations of venetoclax with other therapies can be exploited to prevent or overcome venetoclax resistance and improve MCL patient outcome.
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