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Pasquale EB. Eph receptors and ephrins in cancer progression. Nat Rev Cancer 2024; 24:5-27. [PMID: 37996538 PMCID: PMC11015936 DOI: 10.1038/s41568-023-00634-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/03/2023] [Indexed: 11/25/2023]
Abstract
Evidence implicating Eph receptor tyrosine kinases and their ephrin ligands (that together make up the 'Eph system') in cancer development and progression has been accumulating since the discovery of the first Eph receptor approximately 35 years ago. Advances in the past decade and a half have considerably increased the understanding of Eph receptor-ephrin signalling mechanisms in cancer and have uncovered intriguing new roles in cancer progression and drug resistance. This Review focuses mainly on these more recent developments. I provide an update on the different mechanisms of Eph receptor-ephrin-mediated cell-cell communication and cell autonomous signalling, as well as on the interplay of the Eph system with other signalling systems. I further discuss recent advances in elucidating how the Eph system controls tumour expansion, invasiveness and metastasis, supports cancer stem cells, and drives therapy resistance. In addition to functioning within cancer cells, the Eph system also mediates the reciprocal communication between cancer cells and cells of the tumour microenvironment. The involvement of the Eph system in tumour angiogenesis is well established, but recent findings also demonstrate roles in immune cells, cancer-associated fibroblasts and the extracellular matrix. Lastly, I discuss strategies under evaluation for therapeutic targeting of Eph receptors-ephrins in cancer and conclude with an outlook on promising future research directions.
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Affiliation(s)
- Elena B Pasquale
- Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA.
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2
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El Zawily A, Vizeacoumar FS, Dahiya R, Banerjee SL, Bhanumathy KK, Elhasasna H, Hanover G, Sharpe JC, Sanchez MG, Greidanus P, Stacey RG, Moon KM, Alexandrov I, Himanen JP, Nikolov DB, Fonge H, White AP, Foster LJ, Wang B, Toosi BM, Bisson N, Mirzabekov TA, Vizeacoumar FJ, Freywald A. A Multipronged Unbiased Strategy Guides the Development of an Anti-EGFR/EPHA2-Bispecific Antibody for Combination Cancer Therapy. Clin Cancer Res 2023; 29:2686-2701. [PMID: 36976175 PMCID: PMC10345963 DOI: 10.1158/1078-0432.ccr-22-2535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 12/26/2022] [Accepted: 03/01/2023] [Indexed: 03/29/2023]
Abstract
PURPOSE Accumulating analyses of pro-oncogenic molecular mechanisms triggered a rapid development of targeted cancer therapies. Although many of these treatments produce impressive initial responses, eventual resistance onset is practically unavoidable. One of the main approaches for preventing this refractory condition relies on the implementation of combination therapies. This includes dual-specificity reagents that affect both of their targets with a high level of selectivity. Unfortunately, selection of target combinations for these treatments is often confounded by limitations in our understanding of tumor biology. Here, we describe and validate a multipronged unbiased strategy for predicting optimal co-targets for bispecific therapeutics. EXPERIMENTAL DESIGN Our strategy integrates ex vivo genome-wide loss-of-function screening, BioID interactome profiling, and gene expression analysis of patient data to identify the best fit co-targets. Final validation of selected target combinations is done in tumorsphere cultures and xenograft models. RESULTS Integration of our experimental approaches unambiguously pointed toward EGFR and EPHA2 tyrosine kinase receptors as molecules of choice for co-targeting in multiple tumor types. Following this lead, we generated a human bispecific anti-EGFR/EPHA2 antibody that, as predicted, very effectively suppresses tumor growth compared with its prototype anti-EGFR therapeutic antibody, cetuximab. CONCLUSIONS Our work not only presents a new bispecific antibody with a high potential for being developed into clinically relevant biologics, but more importantly, successfully validates a novel unbiased strategy for selecting biologically optimal target combinations. This is of a significant translational relevance, as such multifaceted unbiased approaches are likely to augment the development of effective combination therapies for cancer treatment. See related commentary by Kumar, p. 2570.
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Affiliation(s)
- Amr El Zawily
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Saskatoon, Saskatchewan, Canada
- Department of Biology, College of Liberal Arts and Sciences, University of Iowa, Iowa City, Iowa
| | - Frederick S. Vizeacoumar
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Saskatoon, Saskatchewan, Canada
| | - Renuka Dahiya
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Saskatoon, Saskatchewan, Canada
| | - Sara L. Banerjee
- Department of Molecular Biology, Medical Biochemistry and Pathology, PROTEO and Centre de recherche du Centre Hospitalier Universitaire (CHU) de Quebec-Université Laval, Division Oncologie, Québec, Canada
| | - Kalpana K. Bhanumathy
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Saskatoon, Saskatchewan, Canada
| | - Hussain Elhasasna
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Saskatoon, Saskatchewan, Canada
| | - Glinton Hanover
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Saskatoon, Saskatchewan, Canada
- Department of Biochemistry, Microbiology and Immunology, University of Saskatchewan, Health Sciences, Saskatoon, Saskatchewan, Canada
| | - Jessica C. Sharpe
- Department of Small Animal Clinical Sciences, Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon, Canada
| | - Malkon G. Sanchez
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Saskatoon, Saskatchewan, Canada
- Department of Biochemistry, Microbiology and Immunology, University of Saskatchewan, Health Sciences, Saskatoon, Saskatchewan, Canada
| | - Paul Greidanus
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Saskatoon, Saskatchewan, Canada
- Department of Biochemistry, Microbiology and Immunology, University of Saskatchewan, Health Sciences, Saskatoon, Saskatchewan, Canada
| | - R. Greg Stacey
- Michael Smith Laboratories and Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Kyung-Mee Moon
- Michael Smith Laboratories and Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Juha P. Himanen
- Department of Biochemistry, University of Turku, Turku, Finland
| | - Dimitar B. Nikolov
- Structural Biology Program, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Humphrey Fonge
- Department of Medical Imaging, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
- Department of Medical Imaging, Royal University Hospital, Saskatoon, Saskatchewan, Canada
| | - Aaron P. White
- Department of Biochemistry, Microbiology and Immunology, University of Saskatchewan, Health Sciences, Saskatoon, Saskatchewan, Canada
- Vaccine and Infectious Disease Organization-International Vaccine Centre, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Leonard J. Foster
- Michael Smith Laboratories and Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Bingcheng Wang
- Division of Cancer Biology, Department of Medicine, MetroHealth Medical Center, and Case Western Reserve University School of Medicine, Case Comprehensive Cancer Center, Cleveland, Ohio
| | - Behzad M. Toosi
- Department of Small Animal Clinical Sciences, Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon, Canada
| | - Nicolas Bisson
- Department of Molecular Biology, Medical Biochemistry and Pathology, PROTEO and Centre de recherche du Centre Hospitalier Universitaire (CHU) de Quebec-Université Laval, Division Oncologie, Québec, Canada
| | | | - Franco J. Vizeacoumar
- Cancer Research, Saskatchewan Cancer Agency and Division of Oncology, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Andrew Freywald
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Saskatoon, Saskatchewan, Canada
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3
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Hanover G, Vizeacoumar FS, Banerjee SL, Nair R, Dahiya R, Osornio-Hernandez AI, Morales AM, Freywald T, Himanen JP, Toosi BM, Bisson N, Vizeacoumar FJ, Freywald A. Integration of cancer-related genetic landscape of Eph receptors and ephrins with proteomics identifies a crosstalk between EPHB6 and EGFR. Cell Rep 2023; 42:112670. [PMID: 37392382 DOI: 10.1016/j.celrep.2023.112670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 05/05/2023] [Accepted: 06/05/2023] [Indexed: 07/03/2023] Open
Abstract
Eph receptors and their ephrin ligands are viewed as promising targets for cancer treatment; however, targeting them is hindered by their context-dependent functionalities. To circumvent this, we explore molecular landscapes underlying their pro- and anti-malignant activities. Using unbiased bioinformatics approaches, we construct a cancer-related network of genetic interactions (GIs) of all Ephs and ephrins to assist in their therapeutic manipulation. We also apply genetic screening and BioID proteomics and integrate them with machine learning approaches to select the most relevant GIs of one Eph receptor, EPHB6. This identifies a crosstalk between EPHB6 and EGFR, and further experiments confirm the ability of EPHB6 to modulate EGFR signaling, enhancing the proliferation of cancer cells and tumor development. Taken together, our observations show EPHB6 involvement in EGFR action, suggesting its targeting might be beneficial in EGFR-dependent tumors, and confirm that the Eph family genetic interactome presented here can be effectively exploited in developing cancer treatment approaches.
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Affiliation(s)
- Glinton Hanover
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Room 2841, 103 Hospital Drive, Saskatoon, SK S7N 0W8, Canada; Department of Biochemistry, Microbiology and Immunology, University of Saskatchewan, GA20 Health Sciences, 107 Wiggins Road, Saskatoon, SK S7N 5E5, Canada
| | - Frederick S Vizeacoumar
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Room 2841, 103 Hospital Drive, Saskatoon, SK S7N 0W8, Canada
| | - Sara L Banerjee
- Department of Molecular Biology, Medical Biochemistry and Pathology, PROTEO and Centre de Recherche du Centre Hospitalier Universitaire (CHU) de Quebec-Université Laval, Division Oncologie, 9 Rue McMahon, Québec, QC G1R 3S3, Canada
| | - Raveena Nair
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Room 2841, 103 Hospital Drive, Saskatoon, SK S7N 0W8, Canada; Department of Biochemistry, Microbiology and Immunology, University of Saskatchewan, GA20 Health Sciences, 107 Wiggins Road, Saskatoon, SK S7N 5E5, Canada
| | - Renuka Dahiya
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Room 2841, 103 Hospital Drive, Saskatoon, SK S7N 0W8, Canada
| | - Ana I Osornio-Hernandez
- Department of Molecular Biology, Medical Biochemistry and Pathology, PROTEO and Centre de Recherche du Centre Hospitalier Universitaire (CHU) de Quebec-Université Laval, Division Oncologie, 9 Rue McMahon, Québec, QC G1R 3S3, Canada
| | - Alain Morejon Morales
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Room 2841, 103 Hospital Drive, Saskatoon, SK S7N 0W8, Canada; Department of Biochemistry, Microbiology and Immunology, University of Saskatchewan, GA20 Health Sciences, 107 Wiggins Road, Saskatoon, SK S7N 5E5, Canada
| | - Tanya Freywald
- Cancer Research, Saskatchewan Cancer Agency and Division of Oncology, University of Saskatchewan, 4D30.2 Health Sciences Building, 107 Wiggins Road, Saskatoon, SK S7N 5E5, Canada
| | - Juha P Himanen
- Department of Biochemistry, University of Turku, 20500 Turku, Finland
| | - Behzad M Toosi
- Department of Small Animal Clinical Sciences, Western College of Veterinary Medicine, University of Saskatchewan, 52 Campus Drive, Saskatoon, SK S7N 5B4, Canada
| | - Nicolas Bisson
- Department of Molecular Biology, Medical Biochemistry and Pathology, PROTEO and Centre de Recherche du Centre Hospitalier Universitaire (CHU) de Quebec-Université Laval, Division Oncologie, 9 Rue McMahon, Québec, QC G1R 3S3, Canada.
| | - Franco J Vizeacoumar
- Cancer Research, Saskatchewan Cancer Agency and Division of Oncology, University of Saskatchewan, 4D30.2 Health Sciences Building, 107 Wiggins Road, Saskatoon, SK S7N 5E5, Canada.
| | - Andrew Freywald
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Room 2841, 103 Hospital Drive, Saskatoon, SK S7N 0W8, Canada.
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4
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Chafe SC, Vizeacoumar FS, Venkateswaran G, Nemirovsky O, Awrey S, Brown WS, McDonald PC, Carta F, Metcalfe A, Karasinska JM, Huang L, Muthuswamy SK, Schaeffer DF, Renouf DJ, Supuran CT, Vizeacoumar FJ, Dedhar S. Genome-wide synthetic lethal screen unveils novel CAIX-NFS1/xCT axis as a targetable vulnerability in hypoxic solid tumors. SCIENCE ADVANCES 2021; 7:7/35/eabj0364. [PMID: 34452919 PMCID: PMC8397268 DOI: 10.1126/sciadv.abj0364] [Citation(s) in RCA: 55] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Accepted: 07/06/2021] [Indexed: 05/23/2023]
Abstract
The metabolic mechanisms involved in the survival of tumor cells within the hypoxic niche remain unclear. We carried out a synthetic lethal CRISPR screen to identify survival mechanisms governed by the tumor hypoxia-induced pH regulator carbonic anhydrase IX (CAIX). We identified a redox homeostasis network containing the iron-sulfur cluster enzyme, NFS1. Depletion of NFS1 or blocking cyst(e)ine availability by inhibiting xCT, while targeting CAIX, enhanced ferroptosis and significantly inhibited tumor growth. Suppression of CAIX activity acidified intracellular pH, increased cellular reactive oxygen species accumulation, and induced susceptibility to alterations in iron homeostasis. Mechanistically, inhibiting bicarbonate production by CAIX or sodium-driven bicarbonate transport, while targeting xCT, decreased adenosine 5'-monophosphate-activated protein kinase activation and increased acetyl-coenzyme A carboxylase 1 activation. Thus, an alkaline intracellular pH plays a critical role in suppressing ferroptosis, a finding that may lead to the development of innovative therapeutic strategies for solid tumors to overcome hypoxia- and acidosis-mediated tumor progression and therapeutic resistance.
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Affiliation(s)
- Shawn C Chafe
- Department of Integrative Oncology, BC Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
| | - Frederick S Vizeacoumar
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 0W8, Canada
| | - Geetha Venkateswaran
- Department of Integrative Oncology, BC Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
| | - Oksana Nemirovsky
- Department of Integrative Oncology, BC Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
| | - Shannon Awrey
- Department of Integrative Oncology, BC Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
| | - Wells S Brown
- Department of Integrative Oncology, BC Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
| | - Paul C McDonald
- Department of Integrative Oncology, BC Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
| | - Fabrizio Carta
- NEUROFARBA Department, University of Florence, Via U. Schiff 6, Florence 50019, Italy
| | | | | | - Ling Huang
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Senthil K Muthuswamy
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - David F Schaeffer
- Pancreas Centre BC, Vancouver, BC V3Z 1M9, Canada
- Department of Pathology and Laboratory Medicine, Vancouver General Hospital, Vancouver, BC V5Z 1M9, Canada
| | - Daniel J Renouf
- Pancreas Centre BC, Vancouver, BC V3Z 1M9, Canada
- Medical Oncology, BC Cancer, Vancouver, BC V5Z 4E67, Canada
| | - Claudiu T Supuran
- NEUROFARBA Department, University of Florence, Via U. Schiff 6, Florence 50019, Italy
| | - Franco J Vizeacoumar
- Division of Oncology, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 0W8, Canada
- Cancer Research Department, Saskatchewan Cancer Agency, Saskatoon, SK S7N 4E5, Canada
| | - Shoukat Dedhar
- Department of Integrative Oncology, BC Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada.
- Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
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5
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Dong SXM, Vizeacoumar FS, Bhanumathy KK, Alli N, Gonzalez-Lopez C, Gajanayaka N, Caballero R, Ali H, Freywald A, Cassol E, Angel JB, Vizeacoumar FJ, Kumar A. Identification of novel genes involved in apoptosis of HIV-infected macrophages using unbiased genome-wide screening. BMC Infect Dis 2021; 21:655. [PMID: 34233649 PMCID: PMC8261936 DOI: 10.1186/s12879-021-06346-7] [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: 11/15/2020] [Accepted: 06/15/2021] [Indexed: 12/01/2022] Open
Abstract
Background Macrophages, besides resting latently infected CD4+ T cells, constitute the predominant stable, major non-T cell HIV reservoirs. Therefore, it is essential to eliminate both latently infected CD4+ T cells and tissue macrophages to completely eradicate HIV in patients. Until now, most of the research focus is directed towards eliminating latently infected CD4+ T cells. However, few approaches have been directed at killing of HIV-infected macrophages either in vitro or in vivo. HIV infection dysregulates the expression of many host genes essential for the survival of infected cells. We postulated that exploiting this alteration may yield novel targets for the selective killing of infected macrophages. Methods We applied a pooled shRNA-based genome-wide approach by employing a lentivirus-based library of shRNAs to screen novel gene targets whose inhibition should selectively induce apoptosis in HIV-infected macrophages. Primary human MDMs were infected with HIV-eGFP and HIV-HSA viruses. Infected MDMs were transfected with siRNAs specific for the promising genes followed by analysis of apoptosis by flow cytometry using labelled Annexin-V in HIV-infected, HIV-exposed but uninfected bystander MDMs and uninfected MDMs. The results were analyzed using student’s t-test from at least four independent experiments. Results We validated 28 top hits in two independent HIV infection models. This culminated in the identification of four target genes, Cox7a2, Znf484, Cstf2t, and Cdk2, whose loss-of-function induced apoptosis preferentially in HIV-infected macrophages. Silencing these single genes killed significantly higher number of HIV-HSA-infected MDMs compared to the HIV-HSA-exposed, uninfected bystander macrophages, indicating the specificity in the killing of HIV-infected macrophages. The mechanism governing Cox7a2-mediated apoptosis of HIV-infected macrophages revealed that targeting respiratory chain complex II and IV genes also selectively induced apoptosis of HIV-infected macrophages possibly through enhanced ROS production. Conclusions We have identified above-mentioned novel genes and specifically the respiratory chain complex II and IV genes whose silencing may cause selective elimination of HIV-infected macrophages and eventually the HIV-macrophage reservoirs. The results highlight the potential of the identified genes as targets for eliminating HIV-infected macrophages in physiological environment as part of an HIV cure strategy. Supplementary Information The online version contains supplementary material available at 10.1186/s12879-021-06346-7.
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Affiliation(s)
- Simon X M Dong
- Apoptosis Research Center, Children's Hospital of Eastern Ontario, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada.,Department of Microbiology and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Frederick S Vizeacoumar
- Department of Pathology, College of Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | - Kalpana K Bhanumathy
- Department of Pathology, College of Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | - Nezeka Alli
- Department of Pathology, College of Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | | | - Niranjala Gajanayaka
- Apoptosis Research Center, Children's Hospital of Eastern Ontario, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Ramon Caballero
- Apoptosis Research Center, Children's Hospital of Eastern Ontario, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada.,Department of Microbiology and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Hamza Ali
- Apoptosis Research Center, Children's Hospital of Eastern Ontario, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada.,Department of Microbiology and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Andrew Freywald
- Department of Pathology, College of Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | - Edana Cassol
- Department of Health Sciences, Carleton University, Ottawa, ON, Canada
| | - Jonathan B Angel
- Department of Medicine, the Ottawa Health Research Institute, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Franco J Vizeacoumar
- Department of Pathology, College of Medicine, University of Saskatchewan, Saskatoon, SK, Canada. .,Cancer Research, Saskatchewan Cancer Agency, 107 Wiggins Road, Saskatoon, SK, Canada.
| | - Ashok Kumar
- Apoptosis Research Center, Children's Hospital of Eastern Ontario, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada. .,Department of Microbiology and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada. .,Department of Pathology and Laboratory Medicine, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada.
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6
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Zangrossi M, Romani P, Chakravarty P, Ratcliffe CD, Hooper S, Dori M, Forcato M, Bicciato S, Dupont S, Sahai E, Montagner M. EphB6 Regulates TFEB-Lysosomal Pathway and Survival of Disseminated Indolent Breast Cancer Cells. Cancers (Basel) 2021; 13:1079. [PMID: 33802447 PMCID: PMC7959459 DOI: 10.3390/cancers13051079] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Revised: 02/20/2021] [Accepted: 02/24/2021] [Indexed: 12/20/2022] Open
Abstract
Late relapse of disseminated cancer cells is a common feature of breast and prostate tumors. Several intrinsic and extrinsic factors have been shown to affect quiescence and reawakening of disseminated dormant cancer cells (DDCCs); however, the signals and processes sustaining the survival of DDCCs in a foreign environment are still poorly understood. We have recently shown that crosstalk with lung epithelial cells promotes survival of DDCCs of estrogen receptor-positive (ER+) breast tumors. By using a lung organotypic system and in vivo dissemination assays, here we show that the TFEB-lysosomal axis is activated in DDCCs and that it is modulated by the pro-survival ephrin receptor EphB6. TFEB lysosomal direct targets are enriched in DDCCs in vivo and correlate with relapse in ER+ breast cancer patients. Direct coculture of DDCCs with alveolar type I-like lung epithelial cells and dissemination in the lung drive lysosomal accumulation and EphB6 induction. EphB6 contributes to survival, TFEB transcriptional activity, and lysosome formation in DDCCs in vitro and in vivo. Furthermore, signaling from EphB6 promotes the proliferation of surrounding lung parenchymal cells in vivo. Our data provide evidence that EphB6 is a key factor in the crosstalk between disseminated dormant cancer cells and the lung parenchyma and that the TFEB-lysosomal pathway plays an important role in the persistence of DDCCs.
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Affiliation(s)
- Manuela Zangrossi
- Department of Molecular Medicine, University of Padua, Viale G. Colombo, 3, 35126 Padua, Italy; (M.Z.); (P.R.); (S.D.)
| | - Patrizia Romani
- Department of Molecular Medicine, University of Padua, Viale G. Colombo, 3, 35126 Padua, Italy; (M.Z.); (P.R.); (S.D.)
| | - Probir Chakravarty
- Bioinformatics Platform, Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK;
| | - Colin D.H. Ratcliffe
- Tumor Cell Biology Lab, Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; (C.D.H.R.); (S.H.)
| | - Steven Hooper
- Tumor Cell Biology Lab, Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; (C.D.H.R.); (S.H.)
| | - Martina Dori
- Department of Life Sciences, University of Modena and Reggio Emilia, Via Giuseppe Campi, 287, 41125 Modena, Italy; (M.D.); (M.F.); (S.B.)
| | - Mattia Forcato
- Department of Life Sciences, University of Modena and Reggio Emilia, Via Giuseppe Campi, 287, 41125 Modena, Italy; (M.D.); (M.F.); (S.B.)
| | - Silvio Bicciato
- Department of Life Sciences, University of Modena and Reggio Emilia, Via Giuseppe Campi, 287, 41125 Modena, Italy; (M.D.); (M.F.); (S.B.)
| | - Sirio Dupont
- Department of Molecular Medicine, University of Padua, Viale G. Colombo, 3, 35126 Padua, Italy; (M.Z.); (P.R.); (S.D.)
| | - Erik Sahai
- Tumor Cell Biology Lab, Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; (C.D.H.R.); (S.H.)
| | - Marco Montagner
- Department of Molecular Medicine, University of Padua, Viale G. Colombo, 3, 35126 Padua, Italy; (M.Z.); (P.R.); (S.D.)
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7
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K. Bhanumathy K, Balagopal A, Vizeacoumar FS, Vizeacoumar FJ, Freywald A, Giambra V. Protein Tyrosine Kinases: Their Roles and Their Targeting in Leukemia. Cancers (Basel) 2021; 13:cancers13020184. [PMID: 33430292 PMCID: PMC7825731 DOI: 10.3390/cancers13020184] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 12/30/2020] [Accepted: 01/04/2021] [Indexed: 12/16/2022] Open
Abstract
Simple Summary Protein phosphorylation is a key regulatory mechanism that controls a wide variety of cellular responses. This process is catalysed by the members of the protein kinase superfamily that are classified into two main families based on their ability to phosphorylate either tyrosine or serine and threonine residues in their substrates. Massive research efforts have been invested in dissecting the functions of tyrosine kinases, revealing their importance in the initiation and progression of human malignancies. Based on these investigations, numerous tyrosine kinase inhibitors have been included in clinical protocols and proved to be effective in targeted therapies for various haematological malignancies. In this review, we provide insights into the role of tyrosine kinases in leukaemia and discuss their targeting for therapeutic purposes with the currently available inhibitory compounds. Abstract Protein kinases constitute a large group of enzymes catalysing protein phosphorylation and controlling multiple signalling events. The human protein kinase superfamily consists of 518 members and represents a complicated system with intricate internal and external interactions. Protein kinases are classified into two main families based on the ability to phosphorylate either tyrosine or serine and threonine residues. Among the 90 tyrosine kinase genes, 58 are receptor types classified into 20 groups and 32 are of the nonreceptor types distributed into 10 groups. Tyrosine kinases execute their biological functions by controlling a variety of cellular responses, such as cell division, metabolism, migration, cell–cell and cell matrix adhesion, cell survival and apoptosis. Over the last 30 years, a major focus of research has been directed towards cancer-associated tyrosine kinases owing to their critical contributions to the development and aggressiveness of human malignancies through the pathological effects on cell behaviour. Leukaemia represents a heterogeneous group of haematological malignancies, characterised by an uncontrolled proliferation of undifferentiated hematopoietic cells or leukaemia blasts, mostly derived from bone marrow. They are usually classified as chronic or acute, depending on the rates of their progression, as well as myeloid or lymphoblastic, according to the type of blood cells involved. Overall, these malignancies are relatively common amongst both children and adults. In malignant haematopoiesis, multiple tyrosine kinases of both receptor and nonreceptor types, including AXL receptor tyrosine kinase (AXL), Discoidin domain receptor 1 (DDR1), Vascular endothelial growth factor receptor (VEGFR), Fibroblast growth factor receptor (FGFR), Mesenchymal–epithelial transition factor (MET), proto-oncogene c-Src (SRC), Spleen tyrosine kinase (SYK) and pro-oncogenic Abelson tyrosine-protein kinase 1 (ABL1) mutants, are implicated in the pathogenesis and drug resistance of practically all types of leukaemia. The role of ABL1 kinase mutants and their therapeutic inhibitors have been extensively analysed in scientific literature, and therefore, in this review, we provide insights into the impact and mechanism of action of other tyrosine kinases involved in the development and progression of human leukaemia and discuss the currently available and emerging treatment options based on targeting these molecules.
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Affiliation(s)
- Kalpana K. Bhanumathy
- Division of Oncology, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada; (A.B.); (F.J.V.)
- Correspondence: (K.K.B.); (V.G.); Tel.: +1-(306)-716-7456 (K.K.B.); +39-0882-416574 (V.G.)
| | - Amrutha Balagopal
- Division of Oncology, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada; (A.B.); (F.J.V.)
| | - Frederick S. Vizeacoumar
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada; (F.S.V.); (A.F.)
| | - Franco J. Vizeacoumar
- Division of Oncology, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada; (A.B.); (F.J.V.)
- Cancer Research Department, Saskatchewan Cancer Agency, 107 Wiggins Road, Saskatoon, SK S7N 5E5, Canada
| | - Andrew Freywald
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada; (F.S.V.); (A.F.)
| | - Vincenzo Giambra
- Institute for Stem Cell Biology, Regenerative Medicine and Innovative Therapies (ISBReMIT), Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, FG, Italy
- Correspondence: (K.K.B.); (V.G.); Tel.: +1-(306)-716-7456 (K.K.B.); +39-0882-416574 (V.G.)
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8
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Kirzinger MWB, Vizeacoumar FS, Haave B, Gonzalez-Lopez C, Bonham K, Kusalik A, Vizeacoumar FJ. Humanized yeast genetic interaction mapping predicts synthetic lethal interactions of FBXW7 in breast cancer. BMC Med Genomics 2019; 12:112. [PMID: 31351478 PMCID: PMC6660958 DOI: 10.1186/s12920-019-0554-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Accepted: 06/27/2019] [Indexed: 02/08/2023] Open
Abstract
Background Synthetic lethal interactions (SLIs) that occur between gene pairs are exploited for cancer therapeutics. Studies in the model eukaryote yeast have identified ~ 550,000 negative genetic interactions that have been extensively studied, leading to characterization of novel pathways and gene functions. This resource can be used to predict SLIs that can be relevant to cancer therapeutics. Methods We used patient data to identify genes that are down-regulated in breast cancer. InParanoid orthology mapping was performed to identify yeast orthologs of the down-regulated genes and predict their corresponding SLIs in humans. The predicted network graphs were drawn with Cytoscape. CancerRXgene database was used to predict drug response. Results Harnessing the vast available knowledge of yeast genetics, we generated a Humanized Yeast Genetic Interaction Network (HYGIN) for 1009 human genes with 10,419 interactions. Through the addition of patient-data from The Cancer Genome Atlas (TCGA), we generated a breast cancer specific subnetwork. Specifically, by comparing 1009 genes in HYGIN to genes that were down-regulated in breast cancer, we identified 15 breast cancer genes with 130 potential SLIs. Interestingly, 32 of the 130 predicted SLIs occurred with FBXW7, a well-known tumor suppressor that functions as a substrate-recognition protein within a SKP/CUL1/F-Box ubiquitin ligase complex for proteasome degradation. Efforts to validate these SLIs using chemical genetic data predicted that patients with loss of FBXW7 may respond to treatment with drugs like Selumitinib or Cabozantinib. Conclusions This study provides a patient-data driven interpretation of yeast SLI data. HYGIN represents a novel strategy to uncover therapeutically relevant cancer drug targets and the yeast SLI data offers a major opportunity to mine these interactions. Electronic supplementary material The online version of this article (10.1186/s12920-019-0554-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Morgan W B Kirzinger
- Department of Computer Science, College of Arts and Science, University of Saskatchewan, 176 Thorvaldson Bldg, 110 Science Place, Saskatoon, Saskatchewan, S7N 5C9, Canada
| | - Frederick S Vizeacoumar
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, 107 Wiggins Road, Saskatoon, Saskatchewan, S7N 5E5, Canada
| | - Bjorn Haave
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, 107 Wiggins Road, Saskatoon, Saskatchewan, S7N 5E5, Canada
| | - Cristina Gonzalez-Lopez
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, 107 Wiggins Road, Saskatoon, Saskatchewan, S7N 5E5, Canada
| | - Keith Bonham
- Cancer Research, Saskatchewan Cancer Agency, 107 Wiggins Road, Saskatoon, Saskatchewan, S7N 5E5, Canada.,Division of Oncology, College of Medicine, University of Saskatchewan, 107 Wiggins Road, Saskatoon, Saskatchewan, S7N 5E5, Canada
| | - Anthony Kusalik
- Department of Computer Science, College of Arts and Science, University of Saskatchewan, 176 Thorvaldson Bldg, 110 Science Place, Saskatoon, Saskatchewan, S7N 5C9, Canada.
| | - Franco J Vizeacoumar
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, 107 Wiggins Road, Saskatoon, Saskatchewan, S7N 5E5, Canada. .,Cancer Research, Saskatchewan Cancer Agency, 107 Wiggins Road, Saskatoon, Saskatchewan, S7N 5E5, Canada. .,Division of Oncology, College of Medicine, University of Saskatchewan, 107 Wiggins Road, Saskatoon, Saskatchewan, S7N 5E5, Canada. .,Cancer Cluster, Rm 4D01.5 Health Science Bldg, University of Saskatchewan, 107 Wiggins Road, Saskatoon, SK, S7N 5E5, Canada.
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9
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Mu X, Huang O, Jiang M, Xie Z, Chen D, Zhang X. Prognostic value of ephrin B receptors in breast cancer: An online survival analysis using the microarray data of 3,554 patients. Oncol Lett 2019; 18:742-750. [PMID: 31289549 PMCID: PMC6540016 DOI: 10.3892/ol.2019.10363] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2018] [Accepted: 04/17/2019] [Indexed: 01/19/2023] Open
Abstract
The roles of Ephrin B (EphB) receptors in cancer are relatively unknown as these receptors are associated with complex signaling pathways. A limited number of studies have investigated the association between EphB receptors and prognosis. Using the Kaplan-Meier plotter database, the present study investigated the associations between the mRNA expression levels of five EphB receptors and the outcomes of 3,554 patients with breast cancer who had been followed-up for 20 years. Hazard ratios (HR) and 95% confidence intervals (CI) were calculated to assess the relative risk of survival. The results demonstrated that high mRNA expression levels of EphB2 (HR, 0.74; 95% CI, 0.66-0.84; P=2.1×10-6), EphB4 (HR, 0.82; 95% CI, 0.72-0.93; P=0.0023) and EphB6 (HR, 0.69; 95% CI, 0.61-0.78; P=3×10-9) were significantly associated with improved survival, while a high mRNA expression level of EphB3 (HR, 1.14; 95% CI, 1.01-1.28; P=0.029) was associated with worse survival for patients with breast cancer. High expression levels of all EphB receptors, including EphB1 (HR, 1.4; 95% CI, 1.02-1.94; P=0.039), EphB2 (HR, 1.34; 95% CI, 1.07-1.67; P=0.011), EphB3 (HR, 1.39; 95% CI, 1.11-1.73, P=0.0038), EphB4 (HR, 1.33; 95% CI, 1.06-1.67; P=0.013) and EphB6 (HR, 1.32; 95% CI, 1.05-1.65; P=0.016), were associated with an increased risk of mortality in patients with lymph-node-positive breast cancer. High mRNA expression levels of EphB1 were not associated with survival for all patients with breast cancer (HR, 0.85; 95% CI, 0.72-1.01; P=0.058). The results of the present suggested that EphB receptors may be useful as prognostic biomarkers of breast cancer.
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Affiliation(s)
- Xin Mu
- Department of Urology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian 362000, P.R. China
| | - Ou Huang
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai 200025, P.R. China
| | - Min Jiang
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215000, P.R. China
| | - Zuoquan Xie
- Division of Anti-tumor Pharmacology, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 200025, P.R. China
| | - Debo Chen
- Department of Breast Oncology, The First Hospital of Quanzhou Affiliated to Fujian Medical University, Quanzhou, Fujian 362000, P.R. China
| | - Xi Zhang
- Department of Breast Oncology, The First Hospital of Quanzhou Affiliated to Fujian Medical University, Quanzhou, Fujian 362000, P.R. China
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10
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Grimes T, Potter SS, Datta S. Integrating gene regulatory pathways into differential network analysis of gene expression data. Sci Rep 2019; 9:5479. [PMID: 30940863 PMCID: PMC6445151 DOI: 10.1038/s41598-019-41918-3] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 03/12/2019] [Indexed: 12/22/2022] Open
Abstract
The advent of next-generation sequencing has introduced new opportunities in analyzing gene expression data. Research in systems biology has taken advantage of these opportunities by gleaning insights into gene regulatory networks through the analysis of gene association networks. Contrasting networks from different populations can reveal the many different roles genes fill, which can lead to new discoveries in gene function. Pathologies can also arise from aberrations in these gene-gene interactions. Exposing these network irregularities provides a new avenue for understanding and treating diseases. A general framework for integrating known gene regulatory pathways into a differential network analysis between two populations is proposed. The framework importantly allows for any gene-gene association measure to be used, and inference is carried out through permutation testing. A simulation study investigates the performance in identifying differentially connected genes when incorporating known pathways, even if the pathway knowledge is partially inaccurate. Another simulation study compares the general framework with four state-of-the-art methods. Two RNA-seq datasets are analyzed to illustrate the use of this framework in practice. In both examples, the analysis reveals genes and pathways that are known to be biologically significant along with potentially novel findings that may be used to motivate future research.
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Affiliation(s)
- Tyler Grimes
- University of Florida, Department of Biostatistics, Gainesville, 32611, USA
| | - S Steven Potter
- University of Cincinnati, Department of Pediatrics, Cincinnati, 45229, USA
| | - Somnath Datta
- University of Florida, Department of Biostatistics, Gainesville, 32611, USA.
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11
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Parameswaran S, Kundapur D, Vizeacoumar FS, Freywald A, Uppalapati M, Vizeacoumar FJ. A Road Map to Personalizing Targeted Cancer Therapies Using Synthetic Lethality. Trends Cancer 2018; 5:11-29. [PMID: 30616753 DOI: 10.1016/j.trecan.2018.11.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Revised: 10/28/2018] [Accepted: 11/08/2018] [Indexed: 12/12/2022]
Abstract
Targeted therapies rely on the genetic and epigenetic status of the tumor cells and are seen as the most promising approach to treat cancer today. However, current targeted therapies focus on directly inhibiting those molecules that are altered in tumor cells. Unfortunately, targeting these molecules, even with specific inhibitors, is challenging as tumor cells rewire their genetic circuitry to eliminate genetic dependency on these targets. Here, we describe how synthetic lethality approaches can be used to identify genetic dependencies and develop personalized targeted therapies. We also discuss strategies to specifically target these genetic dependencies, using small molecule and biologic drugs.
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Affiliation(s)
- Sreejit Parameswaran
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Saskatoon, S7N 5E5, Canada; These authors contributed equally
| | - Deeksha Kundapur
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Saskatoon, S7N 5E5, Canada; These authors contributed equally
| | - Frederick S Vizeacoumar
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Saskatoon, S7N 5E5, Canada
| | - Andrew Freywald
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Saskatoon, S7N 5E5, Canada.
| | - Maruti Uppalapati
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Saskatoon, S7N 5E5, Canada.
| | - Franco J Vizeacoumar
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Saskatoon, S7N 5E5, Canada; Cancer Research, Saskatchewan Cancer Agency, 107 Wiggins Road, Saskatoon, S7N 5E5, Canada.
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12
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Viewing the Eph receptors with a focus on breast cancer heterogeneity. Cancer Lett 2018; 434:160-171. [PMID: 30055288 DOI: 10.1016/j.canlet.2018.07.030] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2018] [Revised: 07/18/2018] [Accepted: 07/23/2018] [Indexed: 02/07/2023]
Abstract
Aberrant expression of different family members of the Eph/ephrin system, which comprises the Eph receptors (Ephs) and their ligands (ephrins), has been implicated in various malignancies including breast cancer. The latter presents as a heterogeneous disease with diverse molecular, morphologic and clinical behavior signatures. This review reflects the existing Eph/ephrin literature while focusing on breast cancer heterogeneity. Hormone positive, HER2 positive and triple negative breast cancer (TNBC) cell lines, xenografts/mutant animal models and patient samples are examined separately as, in humans, they represent entities with differences in prognosis and treatment. EphA2, EphB4 and EphB6 are the members most extensively studied in breast cancer. Existing research points to the potential use of various Eph/ephrin members as biomarkers for assessing prognosis and selecting the most suitable therapeutic strategies in variable clinical scenarios, also for overcoming drug resistance, in the era of breast cancer heterogeneity.
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13
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El Zawily AM, Toosi BM, Freywald T, Indukuri VV, Vizeacoumar FJ, Leary SC, Freywald A. The intrinsically kinase-inactive EPHB6 receptor predisposes cancer cells to DR5-induced apoptosis by promoting mitochondrial fragmentation. Oncotarget 2018; 7:77865-77877. [PMID: 27788485 PMCID: PMC5363627 DOI: 10.18632/oncotarget.12838] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Accepted: 10/12/2016] [Indexed: 01/21/2023] Open
Abstract
Death Receptor 5 (DR5) is a promising target for cancer therapy due to its ability to selectively induce apoptosis in cancer cells. However, the therapeutic usefulness of DR5 agonists is currently limited by the frequent resistance of malignant tumours to its activation. The identification of molecular mechanisms that determine outcomes of DR5 action is therefore crucial for improving the efficiency of DR5-activating reagents in cancer treatment. Here, we provide evidence that an intrinsically kinase-inactive member of the Eph group of receptor tyrosine kinases, EPHB6, induces marked fragmentation of the mitochondrial network in breast cancer cells of triple-negative origin, lacking expression of the estrogen, progesterone and HER2 receptors. Remarkably, this response renders cancer cells more susceptible to DR5-mediated apoptosis. EPHB6 action in mitochondrial fragmentation proved to depend on its ability to activate the ERK-DRP1 pathway, which increases the frequency of organelle fission. Moreover, DRP1 activity is also essential to the EPHB6-mediated pro-apoptotic response that we observe in the context of DR5 activation. These findings provide the first description of a member of the receptor tyrosine kinase family capable of producing a pro-apoptotic effect through the activation of ERK-DRP1 signaling and subsequent mitochondrial fragmentation. Our observations are of potential practical importance, as they imply that DR5-activating therapeutic approaches should be applied in a more personalized manner to primarily treat EPHB6-expressing tumours. Finally, our findings also suggest that the EPHB6 receptor itself may represent a promising target for cancer therapy, since EPHB6 and DR5 co-activation should support more efficient elimination of cancer cells.
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Affiliation(s)
- Amr M El Zawily
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Saskatoon, SK, S7N 0W8, Canada.,Faculty of Science, Damanhour University, Damanhour, 22516, Egypt
| | - Behzad M Toosi
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Saskatoon, SK, S7N 0W8, Canada
| | - Tanya Freywald
- Cancer Research, Saskatchewan Cancer Agency, Saskatoon, SK, S7N 5E5, Canada
| | - Vijaya V Indukuri
- Department of Biochemistry, College of Medicine, University of Saskatchewan, Saskatoon, SK, S7N 5E5, Canada
| | - Franco J Vizeacoumar
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Saskatoon, SK, S7N 0W8, Canada.,Cancer Research, Saskatchewan Cancer Agency, Saskatoon, SK, S7N 5E5, Canada
| | - Scot C Leary
- Department of Biochemistry, College of Medicine, University of Saskatchewan, Saskatoon, SK, S7N 5E5, Canada
| | - Andrew Freywald
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Saskatchewan, Royal University Hospital, Saskatoon, SK, S7N 0W8, Canada
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14
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McAndrew EN, Lepage CC, McManus KJ. The synthetic lethal killing of RAD54B-deficient colorectal cancer cells by PARP1 inhibition is enhanced with SOD1 inhibition. Oncotarget 2018; 7:87417-87430. [PMID: 27902462 PMCID: PMC5349998 DOI: 10.18632/oncotarget.13654] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Accepted: 11/07/2016] [Indexed: 12/22/2022] Open
Abstract
Colorectal cancer (CRC) is a leading cause of cancer-related death throughout the world. Despite improved screening efforts, most CRCs are diagnosed at late stages when surgery alone is not curative. Moreover, the low 5-year survival rate (~8-13%) for those living with stage IV CRC highlights the need for better treatment options. Many current chemotherapeutic approaches are non-specific and associated with side effects due to their tendency to target both normal and cancer cells. To address this issue, synthetic lethal (SL) approaches are now being explored in cancer and are defined as the lethal combination of two independently viable mutations/deletions. From a therapeutic perspective, SL interactors of genes mutated in cancer serve as candidate drug targets. The present study focuses on RAD54B, a gene that is aberrantly expressed in many cancer types, including CRC. We show that PARP1 silencing or inhibition (BMN673 or Olaparib) leads to selective killing within RAD54B-deficient cells relative to controls, and is accompanied by increases in γ-H2AX (a surrogate marker of DNA double strand breaks) and cleaved Caspase-3 (an apoptotic indicator). We further show that BMN673 synergizes with LCS-1 (an inhibitor of an established RAD54B SL interactor) to induce enhanced killing in RAD54B-deficient cells. Collectively, these data identify RAD54B and PARP1 as SL interactors, and thus reveal PARP1 as a novel candidate drug target in RAD54B-deficient CRCs. These findings further show that combinatorial chemotherapies involving multiple SL targets may promote synergistic killing within cancer cells, a strategy that may hold potential in many cancer contexts.
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Affiliation(s)
- Erin N McAndrew
- University of Manitoba, Department of Biochemistry & Medical Genetics, Winnipeg, Manitoba, Canada.,Research Institute in Oncology and Hematology, CancerCare Manitoba, Winnipeg, Manitoba, Canada
| | - Chloe C Lepage
- University of Manitoba, Department of Biochemistry & Medical Genetics, Winnipeg, Manitoba, Canada.,Research Institute in Oncology and Hematology, CancerCare Manitoba, Winnipeg, Manitoba, Canada
| | - Kirk J McManus
- University of Manitoba, Department of Biochemistry & Medical Genetics, Winnipeg, Manitoba, Canada.,Research Institute in Oncology and Hematology, CancerCare Manitoba, Winnipeg, Manitoba, Canada
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15
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Islam MF, Watanabe A, Wong L, Lazarou C, Vizeacoumar FS, Abuhussein O, Hill W, Uppalapati M, Geyer CR, Vizeacoumar FJ. Enhancing the throughput and multiplexing capabilities of next generation sequencing for efficient implementation of pooled shRNA and CRISPR screens. Sci Rep 2017; 7:1040. [PMID: 28432350 PMCID: PMC5430825 DOI: 10.1038/s41598-017-01170-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2016] [Accepted: 03/20/2017] [Indexed: 11/11/2022] Open
Abstract
Next generation sequencing is becoming the method of choice for functional genomic studies that use pooled shRNA or CRISPR libraries. A key challenge in sequencing these mixed-oligo libraries is that they are highly susceptible to hairpin and/or heteroduplex formation. This results in polyclonal, low quality, and incomplete reads and reduces sequencing throughput. Unfortunately, this challenge is significantly magnified in low-to-medium throughput bench-top sequencers as failed reads significantly perturb the maximization of sequence coverage and multiplexing capabilities. Here, we report a methodology that can be adapted to maximize the coverage on a bench-top, Ion PGM System for smaller shRNA libraries with high efficiency. This ligation-based, half-shRNA sequencing strategy minimizes failed sequences and is also equally amenable to high-throughput sequencers for increased multiplexing. Towards this, we also demonstrate that our strategy to reduce heteroduplex formation improves multiplexing capabilities of pooled CRISPR screens using Illumina NextSeq 500. Overall, our method will facilitate sequencing of pooled shRNA or CRISPR libraries from genomic DNA and maximize sequence coverage.
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Affiliation(s)
- Md Fahmid Islam
- Department of Biochemistry, University of Saskatchewan, Saskatoon, S7N 5E5, Canada
| | - Atsushi Watanabe
- Department of Pathology, University of Saskatchewan, Saskatoon, S7N 0W8, Canada.,Department of Hematology, Nephrology and Rheumatology, Graduate School of Medicine, Akita University, Akita, Japan
| | - Lai Wong
- Department of Biochemistry, University of Saskatchewan, Saskatoon, S7N 5E5, Canada
| | - Conor Lazarou
- Department of Pathology, University of Saskatchewan, Saskatoon, S7N 0W8, Canada
| | | | - Omar Abuhussein
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, S7N 5C9, Canada
| | - Wayne Hill
- Department of Pathology, University of Saskatchewan, Saskatoon, S7N 0W8, Canada
| | - Maruti Uppalapati
- Department of Pathology, University of Saskatchewan, Saskatoon, S7N 0W8, Canada
| | - C Ronald Geyer
- Department of Pathology, University of Saskatchewan, Saskatoon, S7N 0W8, Canada.
| | - Franco J Vizeacoumar
- Department of Pathology, University of Saskatchewan, Saskatoon, S7N 0W8, Canada. .,College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, S7N 5C9, Canada. .,Cancer Research, Saskatchewan Cancer Agency, 107 Wiggins Road, Saskatoon, S7N 5E5, Canada.
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16
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Cunningham CE, Li S, Vizeacoumar FS, Bhanumathy KK, Lee JS, Parameswaran S, Furber L, Abuhussein O, Paul JM, McDonald M, Templeton SD, Shukla H, El Zawily AM, Boyd F, Alli N, Mousseau DD, Geyer R, Bonham K, Anderson DH, Yan J, Yu-Lee LY, Weaver BA, Uppalapati M, Ruppin E, Sablina A, Freywald A, Vizeacoumar FJ. Therapeutic relevance of the protein phosphatase 2A in cancer. Oncotarget 2016; 7:61544-61561. [PMID: 27557495 PMCID: PMC5308671 DOI: 10.18632/oncotarget.11399] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Accepted: 08/10/2016] [Indexed: 11/25/2022] Open
Abstract
Chromosomal Instability (CIN) is regarded as a unifying feature of heterogeneous tumor populations, driving intratumoral heterogeneity. Polo-Like Kinase 1 (PLK1), a serine-threonine kinase that is often overexpressed across multiple tumor types, is one of the key regulators of CIN and is considered as a potential therapeutic target. However, targeting PLK1 has remained a challenge due to the off-target effects caused by the inhibition of other members of the polo-like family. Here we use synthetic dosage lethality (SDL), where the overexpression of PLK1 is lethal only when another, normally non-lethal, mutation or deletion is present. Rather than directly inhibiting PLK1, we found that inhibition of PP2A causes selective lethality to PLK1-overexpressing breast, pancreatic, ovarian, glioblastoma, and prostate cancer cells. As PP2A is widely regarded as a tumor suppressor, we resorted to gene expression datasets from cancer patients to functionally dissect its therapeutic relevance. We identified two major classes of PP2A subunits that negatively correlated with each other. Interestingly, most mitotic regulators, including PLK1, exhibited SDL interactions with only one class of PP2A subunits (PPP2R1A, PPP2R2D, PPP2R3B, PPP2R5B and PPP2R5D). Validation studies and other functional cell-based assays showed that inhibition of PPP2R5D affects both levels of phospho-Rb as well as sister chromatid cohesion in PLK1-overexpressing cells. Finally, analysis of clinical data revealed that patients with high expression of mitotic regulators and low expression of Class I subunits of PP2A improved survival. Overall, these observations point to a context-dependent role of PP2A that warrants further exploration for therapeutic benefits.
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Affiliation(s)
- Chelsea E. Cunningham
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Shuangshuang Li
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Frederick S. Vizeacoumar
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | | | - Joo Sang Lee
- Center for Bioinformatics and Computational Biology, Department of Computer Science, University of Maryland, Maryland, MD 20742, USA
| | - Sreejit Parameswaran
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Levi Furber
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Omar Abuhussein
- College of Pharmacy, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 2Z4, Canada
| | - James M. Paul
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Megan McDonald
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Shaina D. Templeton
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Hersh Shukla
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Amr M. El Zawily
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Frederick Boyd
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Nezeka Alli
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Darrell D. Mousseau
- Cell Signaling Laboratory, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Ron Geyer
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Keith Bonham
- Cancer Research, Saskatchewan Cancer Agency, Saskatoon, Saskatchewan, S7N 5E5, Canada
| | - Deborah H. Anderson
- Cancer Research, Saskatchewan Cancer Agency, Saskatoon, Saskatchewan, S7N 5E5, Canada
| | - Jiong Yan
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Li-Yuan Yu-Lee
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Beth A. Weaver
- Department of Cell and Regenerative Biology and Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI 53705-2275, USA
| | - Maruti Uppalapati
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Eytan Ruppin
- Center for Bioinformatics and Computational Biology, Department of Computer Science, University of Maryland, Maryland, MD 20742, USA
| | - Anna Sablina
- VIB Center for the Biology of Disease, VIB, 3000 Leuven, Belgium
| | - Andrew Freywald
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
| | - Franco J. Vizeacoumar
- Department of Pathology, Cancer Cluster, College of Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 5E5 Canada
- College of Pharmacy, University of Saskatchewan, Saskatoon, Saskatchewan, S7N 2Z4, Canada
- Cancer Research, Saskatchewan Cancer Agency, Saskatoon, Saskatchewan, S7N 5E5, Canada
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