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Mossmann D, Müller C, Park S, Ryback B, Colombi M, Ritter N, Weißenberger D, Dazert E, Coto-Llerena M, Nuciforo S, Blukacz L, Ercan C, Jimenez V, Piscuoglio S, Bosch F, Terracciano LM, Sauer U, Heim MH, Hall MN. Arginine reprograms metabolism in liver cancer via RBM39. Cell 2023; 186:5068-5083.e23. [PMID: 37804830 PMCID: PMC10642370 DOI: 10.1016/j.cell.2023.09.011] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 06/01/2023] [Accepted: 09/12/2023] [Indexed: 10/09/2023]
Abstract
Metabolic reprogramming is a hallmark of cancer. However, mechanisms underlying metabolic reprogramming and how altered metabolism in turn enhances tumorigenicity are poorly understood. Here, we report that arginine levels are elevated in murine and patient hepatocellular carcinoma (HCC), despite reduced expression of arginine synthesis genes. Tumor cells accumulate high levels of arginine due to increased uptake and reduced arginine-to-polyamine conversion. Importantly, the high levels of arginine promote tumor formation via further metabolic reprogramming, including changes in glucose, amino acid, nucleotide, and fatty acid metabolism. Mechanistically, arginine binds RNA-binding motif protein 39 (RBM39) to control expression of metabolic genes. RBM39-mediated upregulation of asparagine synthesis leads to enhanced arginine uptake, creating a positive feedback loop to sustain high arginine levels and oncogenic metabolism. Thus, arginine is a second messenger-like molecule that reprograms metabolism to promote tumor growth.
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Affiliation(s)
- Dirk Mossmann
- Biozentrum, University of Basel, 4056 Basel, Switzerland
| | | | - Sujin Park
- Biozentrum, University of Basel, 4056 Basel, Switzerland
| | - Brendan Ryback
- Institute of Molecular Systems Biology, ETH Zürich, 8093 Zürich, Switzerland
| | - Marco Colombi
- Biozentrum, University of Basel, 4056 Basel, Switzerland
| | | | | | - Eva Dazert
- Biozentrum, University of Basel, 4056 Basel, Switzerland
| | - Mairene Coto-Llerena
- Institute of Medical Genetics and Pathology, University Hospital Basel, 4031 Basel, Switzerland; Department of Biomedicine, University of Basel, 4031 Basel, Switzerland
| | - Sandro Nuciforo
- Department of Biomedicine, Hepatology Laboratory, University and University Hospital Basel, 4031 Basel, Switzerland
| | - Lauriane Blukacz
- Department of Biomedicine, Hepatology Laboratory, University and University Hospital Basel, 4031 Basel, Switzerland
| | - Caner Ercan
- Institute of Medical Genetics and Pathology, University Hospital Basel, 4031 Basel, Switzerland
| | - Veronica Jimenez
- Department of Biochemistry and Molecular Biology, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - Salvatore Piscuoglio
- Institute of Medical Genetics and Pathology, University Hospital Basel, 4031 Basel, Switzerland; Department of Biomedicine, University of Basel, 4031 Basel, Switzerland
| | - Fatima Bosch
- Department of Biochemistry and Molecular Biology, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - Luigi M Terracciano
- Institute of Medical Genetics and Pathology, University Hospital Basel, 4031 Basel, Switzerland
| | - Uwe Sauer
- Institute of Molecular Systems Biology, ETH Zürich, 8093 Zürich, Switzerland
| | - Markus H Heim
- Department of Biomedicine, Hepatology Laboratory, University and University Hospital Basel, 4031 Basel, Switzerland; Clarunis University Center for Gastrointestinal and Liver Diseases, 4031 Basel, Switzerland
| | - Michael N Hall
- Biozentrum, University of Basel, 4056 Basel, Switzerland.
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2
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Xu Y, Spear S, Ma Y, Lorentzen MP, Gruet M, McKinney F, Xu Y, Wickremesinghe C, Shepherd MR, McNeish I, Keun HC, Nijhuis A. Pharmacological depletion of RNA splicing factor RBM39 by indisulam synergizes with PARP inhibitors in high-grade serous ovarian carcinoma. Cell Rep 2023; 42:113307. [PMID: 37858464 DOI: 10.1016/j.celrep.2023.113307] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 09/04/2023] [Accepted: 10/04/2023] [Indexed: 10/21/2023] Open
Abstract
Ovarian high-grade serous carcinoma (HGSC) is the most common subtype of ovarian cancer with limited therapeutic options and a poor prognosis. In recent years, poly-ADP ribose polymerase (PARP) inhibitors have demonstrated significant clinical benefits, especially in patients with BRCA1/2 mutations. However, acquired drug resistance and relapse is a major challenge. Indisulam (E7070) has been identified as a molecular glue that brings together splicing factor RBM39 and DCAF15 E3 ubiquitin ligase resulting in polyubiquitination, degradation, and subsequent RNA splicing defects. In this work, we demonstrate that the loss of RBM39 induces splicing defects in key DNA damage repair genes in ovarian cancer, leading to increased sensitivity to cisplatin and various PARP inhibitors. The addition of indisulam also improved olaparib response in mice bearing PARP inhibitor-resistant tumors. These findings demonstrate that combining RBM39 degraders and PARP inhibitors is a promising therapeutic approach to improve PARP inhibitor response in ovarian HGSC.
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Affiliation(s)
- Yuewei Xu
- Department of Surgery & Cancer, Imperial College London, London, UK
| | - Sarah Spear
- Department of Surgery & Cancer, Imperial College London, London, UK; Ovarian Cancer Action Research Centre, Department of Surgery & Cancer, Imperial College London, London, UK
| | - Yurui Ma
- Department of Surgery & Cancer, Imperial College London, London, UK
| | - Marc P Lorentzen
- Department of Surgery & Cancer, Imperial College London, London, UK; Ovarian Cancer Action Research Centre, Department of Surgery & Cancer, Imperial College London, London, UK
| | - Michael Gruet
- Department of Surgery & Cancer, Imperial College London, London, UK
| | - Flora McKinney
- Department of Surgery & Cancer, Imperial College London, London, UK
| | - Yitao Xu
- Department of Surgery & Cancer, Imperial College London, London, UK
| | - Chiharu Wickremesinghe
- Department of Surgery & Cancer, Imperial College London, London, UK; Ovarian Cancer Action Research Centre, Department of Surgery & Cancer, Imperial College London, London, UK
| | | | - Iain McNeish
- Department of Surgery & Cancer, Imperial College London, London, UK; Ovarian Cancer Action Research Centre, Department of Surgery & Cancer, Imperial College London, London, UK
| | - Hector C Keun
- Department of Surgery & Cancer, Imperial College London, London, UK; Ovarian Cancer Action Research Centre, Department of Surgery & Cancer, Imperial College London, London, UK.
| | - Anke Nijhuis
- Department of Surgery & Cancer, Imperial College London, London, UK; Ovarian Cancer Action Research Centre, Department of Surgery & Cancer, Imperial College London, London, UK.
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3
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Eléouët M, Lu C, Zhou Y, Yang P, Ma J, Xu G. Insights on the biological functions and diverse regulation of RNA-binding protein 39 and their implication in human diseases. BIOCHIMICA ET BIOPHYSICA ACTA. GENE REGULATORY MECHANISMS 2023; 1866:194902. [PMID: 36535628 DOI: 10.1016/j.bbagrm.2022.194902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 11/24/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022]
Abstract
RNA-binding protein 39 (RBM39) involves in pre-mRNA splicing and transcriptional regulation. RBM39 is dysregulated in many cancers and its upregulation enhances cancer cell proliferation. Recently, it has been discovered that aryl sulfonamides act as molecular glues to recruit RBM39 to the CRL4DCAF15 E3 ubiquitin ligase complex for its ubiquitination and proteasomal degradation. Therefore, various studies have focused on the degradation of RBM39 by aryl sulfonamides in the aim of finding new cancer therapeutics. These discoveries also attracted focus for thorough study on the biological functions of RBM39. RBM39 was found to regulate the splicing and transcription of genes mainly involved in pre-mRNA splicing, cell cycle regulation, DNA damage response, and metabolism, but the understanding of these regulations is still in its infancy. This article reviews the advances of the current literature and discusses the remaining key issues on the biological function and dynamic regulation of RBM39 at the post-translational level.
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Affiliation(s)
- Morgane Eléouët
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University, 199 Ren'ai Road, Suzhou, Jiangsu 215123, China; Synbio Technologies Company, BioBay C20, 218 Xinghu Street, Suzhou, Jiangsu 215123, China
| | - Chengpiao Lu
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University, 199 Ren'ai Road, Suzhou, Jiangsu 215123, China
| | - Yijia Zhou
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University, 199 Ren'ai Road, Suzhou, Jiangsu 215123, China
| | - Ping Yang
- Synbio Technologies Company, BioBay C20, 218 Xinghu Street, Suzhou, Jiangsu 215123, China
| | - Jingjing Ma
- Department of Pharmacy, Medical Center of Soochow University, Dushu Lake Hospital Affiliated to Soochow University, Suzhou, Jiangsu 215123, China.
| | - Guoqiang Xu
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University, 199 Ren'ai Road, Suzhou, Jiangsu 215123, China.
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4
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Zhang R, Wang W, Zhang N, Chen X, Liu W, Zhang L, Liu N. Systematic pan-cancer analysis identifies RBM39 as an immunological and prognostic biomarker. J Cell Mol Med 2022; 26:4859-4871. [PMID: 35989423 PMCID: PMC9465192 DOI: 10.1111/jcmm.17517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 07/21/2022] [Accepted: 08/08/2022] [Indexed: 11/27/2022] Open
Abstract
RNA‐binding Motif Protein39 (RBM39) is identified as a splicing factor and transcription coactivator. Despite mounting evidence that RBM39 plays a critical role in the development of specific malignancies, no systematic pan‐cancer investigation of RBM39 has been conducted. As a result, we set out to investigate RBM39’s prognostic significance and putative immunological activities in 33 different cancers. Based on TCGA and CCLE, GTEx, cBioportal and HPA, we used a series of bioinformatics approaches to explore the potential oncogenic role of RBM39, including analysis of the expression of the pan‐cancer species RBM39, the prognostic relationship between RBM39 expression and overall survival (OS), disease‐specific survival (DSS) and progression‐free interval (PFI), the relationship between RBM39 expression and clinical phenotype, analysis of the relationship between RBM39 expression and tumour mutational burden (TMB), microsatellite instability (MSI), DNA methylation and immune cell infiltration. Our results showed that RBM39 is overexpressed in most cancers. RBM39 was positively or negatively correlated with the prognosis of different tumours. RBM39 expression was associated with TMB and MSI in 9 and 12 cancer types. In addition, RBM39 expression was associated with DNA methylation in almost all tumours. There are eight tumours were screened for further study, including BRCA, COAD, HNSC, LIHC, LUSC, SKCM, STAD, UCEC. In the screed tumours, RBM39 was found to be negatively correlated with the infiltration of most immune cells. In addition, the correlation with RBM39 expression varied by immune cell subtype. Based on RBM39’s role in tumorigenesis and tumour immunity, we suggest it can serve as a surrogate prognostic marker.
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Affiliation(s)
- Rui Zhang
- Cancer Institute, Xuzhou Medical University, Xuzhou, China
| | - Wei Wang
- Cancer Institute, Xuzhou Medical University, Xuzhou, China
| | - Nie Zhang
- Cancer Institute, Xuzhou Medical University, Xuzhou, China
| | - Xueting Chen
- Cancer Institute, Xuzhou Medical University, Xuzhou, China
| | - Wanming Liu
- Cancer Institute, Xuzhou Medical University, Xuzhou, China
| | - Longzhen Zhang
- Department of Radiation Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.,Center of Clinical Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Nianli Liu
- Cancer Institute, Xuzhou Medical University, Xuzhou, China.,Center of Clinical Oncology, Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
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5
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The Role of RNA-Binding Proteins in Hematological Malignancies. Int J Mol Sci 2022; 23:ijms23179552. [PMID: 36076951 PMCID: PMC9455611 DOI: 10.3390/ijms23179552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 08/18/2022] [Accepted: 08/21/2022] [Indexed: 11/17/2022] Open
Abstract
Hematological malignancies comprise a plethora of different neoplasms, such as leukemia, lymphoma, and myeloma, plus a myriad of dysplasia, such as myelodysplastic syndromes or anemias. Despite all the advances in patient care and the development of new therapies, some of these malignancies remain incurable, mainly due to resistance and refractoriness to treatment. Therefore, there is an unmet clinical need to identify new biomarkers and potential therapeutic targets that play a role in treatment resistance and contribute to the poor outcomes of these tumors. RNA-binding proteins (RBPs) are a diverse class of proteins that interact with transcripts and noncoding RNAs and are involved in every step of the post-transcriptional processing of transcripts. Dysregulation of RBPs has been associated with the development of hematological malignancies, making them potential valuable biomarkers and potential therapeutic targets. Although a number of dysregulated RBPs have been identified in hematological malignancies, there is a critical need to understand the biology underlying their contribution to pathology, such as the spatiotemporal context and molecular mechanisms involved. In this review, we emphasize the importance of deciphering the regulatory mechanisms of RBPs to pinpoint novel therapeutic targets that could drive or contribute to hematological malignancy biology.
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RNA-binding protein 39: a promising therapeutic target for cancer. Cell Death Discov 2021; 7:214. [PMID: 34389703 PMCID: PMC8363639 DOI: 10.1038/s41420-021-00598-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 03/04/2021] [Accepted: 05/29/2021] [Indexed: 12/14/2022] Open
Abstract
RNA-binding motif protein 39 (RBM39), as a key factor in tumor-targeted mRNA and protein expression, not only plays a vital role in tumorigenesis, but also has broad development prospects in clinical treatment and drug research. Moreover, since RBM39 was identified as a target of sulfonamides, it has played a key role in the emerging field of molecule drug development. Hence, it is of great significance to study the interaction between RBM39 and tumors and the clinical application of drug-targeted therapy. In this paper, we describe the possible multi-level regulation of RBM39, including gene transcription, protein translation, and alternative splicing. Importantly, the molecular function of RBM39 as an important splicing factor in most common tumors is systematically outlined. Furthermore, we briefly introduce RBM39’s tumor-targeted drug research and its clinical application, hoping to give reference significance for the molecular mechanism of RBM39 in tumors, and provide reliable ideas for in-depth research for future therapeutic strategies.
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7
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Xu Y, Nijhuis A, Keun HC. RNA-binding motif protein 39 (RBM39): An emerging cancer target. Br J Pharmacol 2020; 179:2795-2812. [PMID: 33238031 DOI: 10.1111/bph.15331] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 10/13/2020] [Accepted: 11/09/2020] [Indexed: 12/14/2022] Open
Abstract
RNA-binding motif protein 39 (RBM39) is an RNA-binding protein involved in transcriptional co-regulation and alternative RNA splicing. Recent studies have revealed that RBM39 is the unexpected target of aryl sulphonamides, which act as molecular glues between RBM39 and the DCAF15-associated E3 ubiquitin ligase complex leading to selective degradation of the target. Loss of RBM39 leads to aberrant splicing events and differential gene expression, thereby inhibiting cell cycle progression and causing tumour regression in a number of preclinical models. Many clinical studies have shown that aryl sulphonamides were well tolerated, but their clinical performance was limited due to an insufficient understanding of the target, RBM39 biology and a lack of predictive biomarkers. This review summarises the current knowledge of RBM39 function and discusses the therapeutic potential of this spliceosome target in cancer therapy.
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Affiliation(s)
- Yuewei Xu
- Cancer Metabolism & Systems Toxicology Group, Division of Cancer, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Anke Nijhuis
- Cancer Metabolism & Systems Toxicology Group, Division of Cancer, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Hector C Keun
- Cancer Metabolism & Systems Toxicology Group, Division of Cancer, Department of Surgery and Cancer, Imperial College London, London, UK
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8
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Jiménez-González V, Ogalla-García E, García-Quintanilla M, García-Quintanilla A. Deciphering GRINA/Lifeguard1: Nuclear Location, Ca 2+ Homeostasis and Vesicle Transport. Int J Mol Sci 2019; 20:ijms20164005. [PMID: 31426446 PMCID: PMC6719933 DOI: 10.3390/ijms20164005] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Revised: 07/31/2019] [Accepted: 08/12/2019] [Indexed: 01/31/2023] Open
Abstract
The Glutamate Receptor Ionotropic NMDA-Associated Protein 1 (GRINA) belongs to the Lifeguard family and is involved in calcium homeostasis, which governs key processes, such as cell survival or the release of neurotransmitters. GRINA is mainly associated with membranes of the endoplasmic reticulum, Golgi, endosome, and the cell surface, but its presence in the nucleus has not been explained yet. Here we dissect, with the help of different software tools, the potential roles of GRINA in the cell and how they may be altered in diseases, such as schizophrenia or celiac disease. We describe for the first time that the cytoplasmic N-terminal half of GRINA (which spans a Proline-rich domain) contains a potential DNA-binding sequence, in addition to cleavage target sites and probable PY-nuclear localization sequences, that may enable it to be released from the rest of the protein and enter the nucleus under suitable conditions, where it could participate in the transcription, alternative splicing, and mRNA export of a subset of genes likely involved in lipid and sterol synthesis, ribosome biogenesis, or cell cycle progression. To support these findings, we include additional evidence based on an exhaustive review of the literature and our preliminary data of the protein–protein interaction network of GRINA.
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Affiliation(s)
| | - Elena Ogalla-García
- Department of Pharmacology, School of Pharmacy, University of Seville, 41012 Seville, Spain
| | - Meritxell García-Quintanilla
- Institute of Biomedicine of Seville (IBiS), University Hospital Virgen del Rocío/CSIC/University of Seville, 41013 Seville, Spain
| | - Albert García-Quintanilla
- Department of Biochemistry and Molecular Biology, School of Pharmacy, University of Seville, 41012 Seville, Spain.
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9
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Campbell MC, Pontiggia L, Russell AY, Schwarting R, Camacho J, Jasmin JF, Mercier I. CAPER as a therapeutic target for triple negative breast cancer. Oncotarget 2018; 9:30340-30354. [PMID: 30100993 PMCID: PMC6084388 DOI: 10.18632/oncotarget.25719] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2018] [Accepted: 06/13/2018] [Indexed: 12/31/2022] Open
Abstract
Breast cancers (BCas) that lack expression of the estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2) are referred to as triple negative breast cancers (TNBCs) and have the poorest clinical outcome. Once these aggressive tumors progress to distant organs, the median survival decreases to 12 months. With endocrine therapies being ineffective in this BCa subtype, highly toxic chemo- and radiation therapies are the only options. A better understanding of the functional role(s) of molecular targets contributing to TNBC progression could help in the design and development of new treatments that are more targeted with less toxicity. CAPER (Co-activator of AP-1 and ER) is a nuclear transcriptional co-activator that was recently involved in ER-positive BCa progression, however its role in hormone-independent cancers remains unknown. Our current report demonstrates that CAPER expression is upregulated in human TNBC specimens compared to normal breast tissue and that its selective downregulation through a lentiviral-mediated shRNA knockdown approach resulted in decreased cell numbers in MDA-MB-231 and BT549 TNBC cell lines without affecting the growth of non-tumorigenic cell line MCF-10A. Concordant with these observations, CAPER knockdown was also associated with a decrease in DNA repair proteins leading to a marked increase in apoptosis, through caspase-3/7 activation without any changes in cell cycle. Collectively, we propose CAPER as an important signaling molecule in the development of TNBC linked to DNA repair mechanisms, which could lead to new therapeutic modalities for the treatment of this aggressive cancer.
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Affiliation(s)
- Mallory C Campbell
- Department of Pharmaceutical Sciences, Philadelphia College of Pharmacy, University of the Sciences, Philadelphia, PA 19104, USA
| | - Laura Pontiggia
- Department of Mathematics, Physics and Statistics, Misher College of Arts and Sciences, University of the Sciences, Philadelphia, PA 19104, USA
| | - Ashley Y Russell
- Department of Pharmaceutical Sciences, Philadelphia College of Pharmacy, University of the Sciences, Philadelphia, PA 19104, USA
| | - Roland Schwarting
- Department of Pathology, Cooper University Hospital, Camden, NJ 08103, USA
| | - Jeanette Camacho
- Department of Pathology, Cooper University Hospital, Camden, NJ 08103, USA
| | - Jean-Francois Jasmin
- Department of Pharmaceutical Sciences, Philadelphia College of Pharmacy, University of the Sciences, Philadelphia, PA 19104, USA
| | - Isabelle Mercier
- Department of Pharmaceutical Sciences, Philadelphia College of Pharmacy, University of the Sciences, Philadelphia, PA 19104, USA.,Program in Personalized Medicine and Targeted Therapeutics, University of the Sciences, Philadelphia, PA 19104, USA
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