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Guo Q, Li VZ, Nichol JN, Huang F, Yang W, Preston SEJ, Talat Z, Lefrère H, Yu H, Zhang G, Basik M, Gonçalves C, Zhan Y, Plourde D, Su J, Torres J, Marques M, Habyan SA, Bijian K, Amant F, Wichter M, Behbod F, McCaffrey L, Alaoui-Jamali M, Giannakopoulos NV, Brackstone M, Postovit LM, Del Rincón SV, Miller WH. Correction: MNK1/NODAL Signaling Promotes Invasive Progression of Breast Ductal Carcinoma In Situ. Cancer Res 2024; 84:1373. [PMID: 38616659 DOI: 10.1158/0008-5472.can-24-0461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/16/2024]
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2
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Aghigh A, Jargot G, Zaouter C, Preston SEJ, Mohammadi MS, Ibrahim H, Del Rincón SV, Patten K, Légaré F. A comparative study of CARE 2D and N2V 2D for tissue-specific denoising in second harmonic generation imaging. J Biophotonics 2024:e202300565. [PMID: 38566461 DOI: 10.1002/jbio.202300565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 03/11/2024] [Accepted: 03/17/2024] [Indexed: 04/04/2024]
Abstract
This study explored the application of deep learning in second harmonic generation (SHG) microscopy, a rapidly growing area. This study focuses on the impact of glycerol concentration on image noise in SHG microscopy and compares two image restoration techniques: Noise-to-Void 2D (N2V 2D, no reference image restoration) and content-aware image restoration (CARE 2D, full reference image restoration). We demonstrated that N2V 2D effectively restored the images affected by high glycerol concentrations. To reduce sample exposure and damage, this study further addresses low-power SHG imaging by reducing the laser power by 70% using deep learning techniques. CARE 2D excels in preserving detailed structures, whereas N2V 2D maintains natural muscle structure. This study highlights the strengths and limitations of these models in specific SHG microscopy applications, offering valuable insights and potential advancements in the field .
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Affiliation(s)
- Arash Aghigh
- Centre Énergie Matériaux Télécommunications, Institut National de la Recherche Scientifique, Varennes, Québec, Canada
| | - Gaëtan Jargot
- Centre Énergie Matériaux Télécommunications, Institut National de la Recherche Scientifique, Varennes, Québec, Canada
| | - Charlotte Zaouter
- Armand-Frappier Santé Biotechnologie Research Centre, Laval, Québec, Canada
| | - Samuel E J Preston
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada
- Gerald Bronfman Department of Oncology, Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Melika Saadat Mohammadi
- Centre Énergie Matériaux Télécommunications, Institut National de la Recherche Scientifique, Varennes, Québec, Canada
| | - Heide Ibrahim
- Centre Énergie Matériaux Télécommunications, Institut National de la Recherche Scientifique, Varennes, Québec, Canada
| | - Sonia V Del Rincón
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada
- Gerald Bronfman Department of Oncology, Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Kessen Patten
- Armand-Frappier Santé Biotechnologie Research Centre, Laval, Québec, Canada
| | - François Légaré
- Centre Énergie Matériaux Télécommunications, Institut National de la Recherche Scientifique, Varennes, Québec, Canada
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3
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Abraham MJ, Goncalves C, McCallum P, Gupta V, Preston SEJ, Huang F, Chou H, Gagnon N, Johnson NA, Miller WH, Mann KK, Del Rincon SV. Tunable PhenoCycler imaging of the murine pre-clinical tumour microenvironments. Cell Biosci 2024; 14:19. [PMID: 38311785 PMCID: PMC10840224 DOI: 10.1186/s13578-024-01199-4] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 01/19/2024] [Indexed: 02/06/2024] Open
Abstract
BACKGROUND The tumour microenvironment (TME) consists of tumour-supportive immune cells, endothelial cells, and fibroblasts. PhenoCycler, a high-plex single cell spatial biology imaging platform, is used to characterize the complexity of the TME. Researchers worldwide harvest and bank tissues from mouse models which are employed to model a plethora of human disease. With the explosion of interest in spatial biology, these panoplies of archival tissues provide a valuable resource to answer new questions. Here, we describe our protocols for developing tunable PhenoCycler multiplexed imaging panels and describe our open-source data analysis pipeline. Using these protocols, we used PhenoCycler to spatially resolve the TME of 8 routinely employed pre-clinical models of lymphoma, breast cancer, and melanoma preserved as FFPE. RESULTS Our data reveal distinct TMEs in the different cancer models that were imaged and show that cell-cell contacts differ depending on the tumour type examined. For instance, we found that the immune infiltration in a murine model of melanoma is altered in cellular organization in melanomas that become resistant to αPD-1 therapy, with depletions in a number of cell-cell interactions. CONCLUSIONS This work presents a valuable resource study seamlessly adaptable to any field of research involving murine models. The methodology described allows researchers to address newly formed hypotheses using archival materials, bypassing the new to perform new mouse studies.
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Affiliation(s)
- Madelyn J Abraham
- Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada
| | | | - Paige McCallum
- Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada
| | - Vrinda Gupta
- Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada
- University of British Columbia, Vancouver, BC, Canada
| | - Samuel E J Preston
- Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada
| | - Fan Huang
- Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada
| | - Hsiang Chou
- Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
- Clinical Research Unit, Jewish General Hospital, Montreal, QC, Canada
| | - Natascha Gagnon
- Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - Nathalie A Johnson
- Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada
- Clinical Research Unit, Jewish General Hospital, Montreal, QC, Canada
| | - Wilson H Miller
- Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada.
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada.
- Clinical Research Unit, Jewish General Hospital, Montreal, QC, Canada.
| | - Koren K Mann
- Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada.
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada.
- Department of Pharmacology and Therapeutics, McGill University, Montreal, QC, Canada.
| | - Sonia V Del Rincon
- Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada.
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada.
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Aghigh A, Preston SEJ, Jargot G, Ibrahim H, Del Rincón SV, Légaré F. Nonlinear microscopy and deep learning classification for mammary gland microenvironment studies. Biomed Opt Express 2023; 14:2181-2195. [PMID: 37206132 PMCID: PMC10191635 DOI: 10.1364/boe.487087] [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] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 03/26/2023] [Accepted: 03/29/2023] [Indexed: 05/21/2023]
Abstract
Tumors, their microenvironment, and the mechanisms by which collagen morphology changes throughout cancer progression have recently been a topic of interest. Second harmonic generation (SHG) and polarization second harmonic (P-SHG) microscopy are label-free, hallmark methods that can highlight this alteration in the extracellular matrix (ECM). This article uses automated sample scanning SHG and P-SHG microscopy to investigate ECM deposition associated with tumors residing in the mammary gland. We show two different analysis approaches using the acquired images to distinguish collagen fibrillar orientation changes in the ECM. Lastly, we apply a supervised deep-learning model to classify naïve and tumor-bearing mammary gland SHG images. We benchmark the trained model using transfer learning with the well-known MobileNetV2 architecture. By fine-tuning the different parameters of these models, we show a trained deep-learning model that suits such a small dataset with 73% accuracy.
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Affiliation(s)
- Arash Aghigh
- Centre Énergie Matériaux Télécommunications, Institut National de la Recherche Scientifique, Varennes, Québec, Canada
| | - Samuel E. J. Preston
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada
- Gerald Bronfman Department of Oncology, Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Gaëtan Jargot
- Centre Énergie Matériaux Télécommunications, Institut National de la Recherche Scientifique, Varennes, Québec, Canada
| | - Heide Ibrahim
- Centre Énergie Matériaux Télécommunications, Institut National de la Recherche Scientifique, Varennes, Québec, Canada
| | - Sonia V Del Rincón
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada
- Gerald Bronfman Department of Oncology, Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - François Légaré
- Centre Énergie Matériaux Télécommunications, Institut National de la Recherche Scientifique, Varennes, Québec, Canada
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Preston SEJ, Richard VR, Del Rincón SV, Borchers CH, Zahedi RP. Proteomic Assessment of the Murine Mammary Gland Extracellular Matrix. Methods Mol Biol 2023; 2614:261-271. [PMID: 36587130 DOI: 10.1007/978-1-0716-2914-7_16] [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] [Indexed: 01/02/2023]
Abstract
The extracellular matrix (ECM) is a molecular scaffold mainly comprising fibrous proteins, glycoproteins, proteoglycans, and polysaccharides. Aside from acting as a structural support, the ECM's composition dictates cell-matrix interactions at the biochemical and biophysical level. In the context of cancer, the ECM is a critical component of the tumor microenvironment (TME) and dysregulation of its deposition and remodelling has been shown to promote tumor onset, progression, and metastasis. Here, we describe a robust protocol for the isolation and subsequent proteomic analysis of the ECM of murine mammary glands, for downstream assays studying the role of the ECM in breast cancer. The protocol yields sufficient protein amounts to enable not only the global quantitation of protein expression but furthermore the enrichment and quantitative analysis of post-translationally modified peptides to study aberrant signalling.
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Affiliation(s)
- Samuel E J Preston
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada.,Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada.,Segal Cancer Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Canada
| | - Vincent R Richard
- Segal Cancer Proteomics Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.,Segal Cancer Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Canada
| | - Sonia V Del Rincón
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada.,Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada.,Segal Cancer Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Canada
| | - Christoph H Borchers
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada. .,Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada. .,Segal Cancer Proteomics Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada. .,Department of Pathology, Jewish General Hospital, McGill University, Montreal, Canada. .,Segal Cancer Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Canada.
| | - René P Zahedi
- Manitoba Centre for Proteomics and Systems Biology, Winnipeg, MB, Canada. .,Department of Internal Medicine, University of Manitoba, Winnipeg, MB, Canada. .,Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, MB, Canada.
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6
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Preston SEJ, Emond A, Pettersson F, Dupéré-Richer D, Abraham MJ, Riva A, Kinal M, Rys RN, Johnson NA, Mann KK, del Rincón SV, Licht JD, Miller WH. Acquired Resistance to EZH2 Inhibitor GSK343 Promotes the Differentiation of Human DLBCL Cell Lines toward an ABC-Like Phenotype. Mol Cancer Ther 2022; 21:511-521. [PMID: 35086959 PMCID: PMC8983450 DOI: 10.1158/1535-7163.mct-21-0216] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 10/30/2021] [Accepted: 01/25/2022] [Indexed: 11/16/2022]
Abstract
Diffuse large B-cell lymphoma (DLBCL) accounts for 40% of non-Hodgkin lymphoma, and 30% to 40% of patients will succumb to relapsed/refractory disease (rrDLBCL). Patients with rrDLBCL generally have low long-term survival rates due to a lack of efficient salvage therapies. Small-molecule inhibitors targeting the histone methyltransferase EZH2 represent an emerging group of novel therapeutics that show promising clinical efficacy in patients with rrDLBCL. The mechanisms that control acquired resistance to this class of targeted therapies, however, remain poorly understood. Here, we develop a model of resistance to the EZH2 inhibitor (EZH2i) GSK343 and use RNA-seq data and in vitro investigation to show that GCB (germinal center B-cell)-DLBCL cell lines with acquired drug resistance differentiate toward an ABC (activated B-cell)-DLBCL phenotype. We further observe that the development of resistance to GSK343 is sufficient to induce cross-resistance to other EZH2i. Notably, we identify the immune receptor SLAMF7 as upregulated in EZH2i-resistant cells, using chromatin immunoprecipitation profiling to uncover the changes in chromatin landscape remodeling that permit this altered gene expression. Collectively, our data reveal a previously unreported response to the development of EZH2i resistance in DLBCL, while providing strong rationale for pursuing investigation of dual-targeting of EZH2 and SLAMF7 in rrDLBCL.
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Affiliation(s)
- Samuel E J Preston
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Lady Davis Institute for Medical Research, McGill University, Montréal, Québec, Canada
| | - Audrey Emond
- Lady Davis Institute for Medical Research, McGill University, Montréal, Québec, Canada
| | - Filippa Pettersson
- Lady Davis Institute for Medical Research, McGill University, Montréal, Québec, Canada
| | - Daphné Dupéré-Richer
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Lady Davis Institute for Medical Research, McGill University, Montréal, Québec, Canada
- University of Florida Health Cancer Centre, Florida, USA
| | - Madelyn Jean Abraham
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Lady Davis Institute for Medical Research, McGill University, Montréal, Québec, Canada
| | - Alberto Riva
- Interdisciplinary Center for Biotechnology Research, University of Florida, Florida, USA
| | - Mena Kinal
- Lady Davis Institute for Medical Research, McGill University, Montréal, Québec, Canada
| | - Ryan N Rys
- Lady Davis Institute for Medical Research, McGill University, Montréal, Québec, Canada
| | - Nathalie A Johnson
- Lady Davis Institute for Medical Research, McGill University, Montréal, Québec, Canada
- Department of Medicine, McGill University, Montréal, Québec, Canada
- Departments of Medicine and Oncology, Jewish General Hospital, Montréal, Québec, Canada
| | - Koren K Mann
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Lady Davis Institute for Medical Research, McGill University, Montréal, Québec, Canada
- Department of Medicine, McGill University, Montréal, Québec, Canada
| | - Sonia V del Rincón
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Lady Davis Institute for Medical Research, McGill University, Montréal, Québec, Canada
- Department of Medicine, McGill University, Montréal, Québec, Canada
- Department of Oncology, McGill University, Montréal, Québec, Canada
| | | | - Wilson H Miller
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Lady Davis Institute for Medical Research, McGill University, Montréal, Québec, Canada
- Department of Medicine, McGill University, Montréal, Québec, Canada
- Departments of Medicine and Oncology, Jewish General Hospital, Montréal, Québec, Canada
- Department of Oncology, McGill University, Montréal, Québec, Canada
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7
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Guo Q, Bartish M, Gonçalves C, Huang F, Smith-Voudouris J, Krisna SS, Preston SEJ, Emond A, Li VZ, Duerr CU, Gui Y, Cleret-Buhot A, Thebault P, Lefrère H, Lenaerts L, Plourde D, Su J, Mindt BC, Hewgill SA, Cotechini T, Hindmarch CCT, Yang W, Khoury E, Zhan Y, Narykina V, Wei Y, Floris G, Basik M, Amant F, Quail DF, Lapointe R, Fritz JH, Del Rincon SV, Miller WH. The MNK1/2-eIF4E Axis Supports Immune Suppression and Metastasis in Postpartum Breast Cancer. Cancer Res 2021; 81:3876-3889. [PMID: 33975880 DOI: 10.1158/0008-5472.can-20-3143] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 04/08/2021] [Accepted: 05/10/2021] [Indexed: 11/16/2022]
Abstract
Breast cancer diagnosed within 10 years following childbirth is defined as postpartum breast cancer (PPBC) and is highly metastatic. Interactions between immune cells and other stromal cells within the involuting mammary gland are fundamental in facilitating an aggressive tumor phenotype. The MNK1/2-eIF4E axis promotes translation of prometastatic mRNAs in tumor cells, but its role in modulating the function of nontumor cells in the PPBC microenvironment has not been explored. Here, we used a combination of in vivo PPBC models and in vitro assays to study the effects of inactivation of the MNK1/2-eIF4E axis on the protumor function of select cells of the tumor microenvironment. PPBC mice deficient for phospho-eIF4E (eIF4ES209A) were protected against lung metastasis and exhibited differences in the tumor and lung immune microenvironment compared with wild-type mice. Moreover, the expression of fibroblast-derived IL33, an alarmin known to induce invasion, was repressed upon MNK1/2-eIF4E axis inhibition. Imaging mass cytometry on PPBC and non-PPBC patient samples indicated that human PPBC contains phospho-eIF4E high-expressing tumor cells and CD8+ T cells displaying markers of an activated dysfunctional phenotype. Finally, inhibition of MNK1/2 combined with anti-PD-1 therapy blocked lung metastasis of PPBC. These findings implicate the involvement of the MNK1/2-eIF4E axis during PPBC metastasis and suggest a promising immunomodulatory route to enhance the efficacy of immunotherapy by blocking phospho-eIF4E. SIGNIFICANCE: This study investigates the MNK1/2-eIF4E signaling axis in tumor and stromal cells in metastatic breast cancer and reveals that MNK1/2 inhibition suppresses metastasis and sensitizes tumors to anti-PD-1 immunotherapy.
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Affiliation(s)
- Qianyu Guo
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada.,Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada
| | - Margarita Bartish
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada.,Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada
| | - Christophe Gonçalves
- Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada
| | - Fan Huang
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada.,Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada
| | - Julian Smith-Voudouris
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada.,Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada
| | - Sai Sakktee Krisna
- Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada.,Department of Physiology, Faculty of Medicine, McGill University, Montréal, Québec, Canada.,McGill University Research Centre on Complex Traits, Montréal, Québec, Canada
| | - Samuel E J Preston
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada.,Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada
| | - Audrey Emond
- Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada
| | - Vivian Z Li
- Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada
| | - Claudia U Duerr
- Department of Microbiology & Immunology, Faculty of Medicine, McGill University, Montréal, Québec, Canada
| | - Yirui Gui
- Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada
| | - Aurélie Cleret-Buhot
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montréal, Québec, Canada
| | - Pamela Thebault
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montréal, Québec, Canada.,Institut du cancer de Montréal, Montreal, Canada.,Département de Médecine, Faculté de Médecine, Université de Montréal, Montréal, Québec, Canada.,Clinical Immuno-Monitoring Core Facility, CRCHUM, Montréal, Québec, Canada
| | - Hanne Lefrère
- Department of Oncology, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Liesbeth Lenaerts
- Department of Oncology, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Dany Plourde
- Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada
| | - Jie Su
- Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada
| | - Barbara C Mindt
- McGill University Research Centre on Complex Traits, Montréal, Québec, Canada.,Department of Microbiology & Immunology, Faculty of Medicine, McGill University, Montréal, Québec, Canada
| | - Shannon A Hewgill
- McGill University Research Centre on Complex Traits, Montréal, Québec, Canada.,Department of Microbiology & Immunology, Faculty of Medicine, McGill University, Montréal, Québec, Canada
| | - Tiziana Cotechini
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | | | - William Yang
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada
| | - Elie Khoury
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada
| | - Yao Zhan
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada
| | - Valeria Narykina
- Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada
| | - Yuhong Wei
- Rosalind and Morris Goodman Cancer Research Centre, McGill University, Montréal, Québec, Canada
| | - Giuseppe Floris
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium.,Department of Imaging and Pathology, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Mark Basik
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada.,Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada
| | - Frédéric Amant
- Department of Oncology, Katholieke Universiteit Leuven, Leuven, Belgium.,Center Gynaecologic Oncology Amsterdam at the Netherlands Cancer Institute and Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Daniela F Quail
- Department of Physiology, Faculty of Medicine, McGill University, Montréal, Québec, Canada.,Rosalind and Morris Goodman Cancer Research Centre, McGill University, Montréal, Québec, Canada
| | - Réjean Lapointe
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montréal, Québec, Canada.,Institut du cancer de Montréal, Montreal, Canada.,Département de Médecine, Faculté de Médecine, Université de Montréal, Montréal, Québec, Canada
| | - Jörg H Fritz
- McGill University Research Centre on Complex Traits, Montréal, Québec, Canada.,Department of Microbiology & Immunology, Faculty of Medicine, McGill University, Montréal, Québec, Canada.,Rosalind and Morris Goodman Cancer Research Centre, McGill University, Montréal, Québec, Canada
| | - Sonia V Del Rincon
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada. .,Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada
| | - Wilson H Miller
- Department of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada. .,Segal Cancer Centre, Lady Davis Institute and Jewish General Hospital, Montréal, Québec, Canada.,Montreal Rossy Cancer Network, Montréal, Québec, Canada
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8
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Guo Q, Li VZ, Nichol JN, Huang F, Yang W, Preston SEJ, Talat Z, Lefrère H, Yu H, Zhang G, Basik M, Gonçalves C, Zhan Y, Plourde D, Su J, Torres J, Marques M, Habyan SA, Bijian K, Amant F, Witcher M, Behbod F, McCaffrey L, Alaoui-Jamali M, Giannakopoulos NV, Brackstone M, Postovit LM, Del Rincón SV, Miller WH. MNK1/NODAL Signaling Promotes Invasive Progression of Breast Ductal Carcinoma In Situ. Cancer Res 2019; 79:1646-1657. [PMID: 30659022 PMCID: PMC6513674 DOI: 10.1158/0008-5472.can-18-1602] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [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: 05/24/2018] [Revised: 11/02/2018] [Accepted: 01/10/2019] [Indexed: 12/11/2022]
Abstract
The mechanisms by which breast cancers progress from relatively indolent ductal carcinoma in situ (DCIS) to invasive ductal carcinoma (IDC) are not well understood. However, this process is critical to the acquisition of metastatic potential. MAPK-interacting serine/threonine-protein kinase 1 (MNK1) signaling can promote cell invasion. NODAL, a morphogen essential for embryogenic patterning, is often reexpressed in breast cancer. Here we describe a MNK1/NODAL signaling axis that promotes DCIS progression to IDC. We generated MNK1 knockout (KO) or constitutively active MNK1 (caMNK1)-expressing human MCF-10A-derived DCIS cell lines, which were orthotopically injected into the mammary glands of mice. Loss of MNK1 repressed NODAL expression, inhibited DCIS to IDC conversion, and decreased tumor relapse and metastasis. Conversely, caMNK1 induced NODAL expression and promoted IDC. The MNK1/NODAL axis promoted cancer stem cell properties and invasion in vitro. The MNK1/2 inhibitor SEL201 blocked DCIS progression to invasive disease in vivo. In clinical samples, IDC and DCIS with microinvasion expressed higher levels of phospho-MNK1 and NODAL versus low-grade (invasion-free) DCIS. Cumulatively, our data support further development of MNK1 inhibitors as therapeutics for preventing invasive disease. SIGNIFICANCE: These findings provide new mechanistic insight into progression of ductal carcinoma and support clinical application of MNK1 inhibitors to delay progression of indolent ductal carcinoma in situ to invasive ductal carcinoma.
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Affiliation(s)
- Qianyu Guo
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Vivian Z Li
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Jessica N Nichol
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Fan Huang
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - William Yang
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Samuel E J Preston
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Zahra Talat
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Hanne Lefrère
- Department of Oncology, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Henry Yu
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Guihua Zhang
- Cancer Research Institute of Northern Alberta, Department of Oncology, University of Alberta, Edmonton, Alberta, Canada
| | - Mark Basik
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Christophe Gonçalves
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Yao Zhan
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Dany Plourde
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Jie Su
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Jose Torres
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Maud Marques
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Sara Al Habyan
- Goodman Cancer Centre, McGill University, Montréal, Québec, Canada
| | - Krikor Bijian
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Frédéric Amant
- Department of Oncology, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Michael Witcher
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Fariba Behbod
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Centre, Kansas City, Kansas
| | - Luke McCaffrey
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Goodman Cancer Centre, McGill University, Montréal, Québec, Canada
| | - Moulay Alaoui-Jamali
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Nadia V Giannakopoulos
- Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Muriel Brackstone
- Departments of Surgery and Oncology, Western University, London, Ontario, Canada
| | - Lynne-Marie Postovit
- Cancer Research Institute of Northern Alberta, Department of Oncology, University of Alberta, Edmonton, Alberta, Canada
- Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Sonia V Del Rincón
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada.
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Wilson H Miller
- Division of Experimental Medicine, McGill University, Montréal, Québec, Canada.
- Department of Oncology, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Rossy Cancer Network, McGill University, Montréal, Québec, Canada
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