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Nieborowska-Skorska M, Sullivan K, Dasgupta Y, Podszywalow-Bartnicka P, Hoser G, Maifrede S, Martinez E, Di Marcantonio D, Bolton-Gillespie E, Cramer-Morales K, Lee J, Li M, Slupianek A, Gritsyuk D, Cerny-Reiterer S, Seferynska I, Stoklosa T, Bullinger L, Zhao H, Gorbunova V, Piwocka K, Valent P, Civin CI, Muschen M, Dick JE, Wang JC, Bhatia S, Bhatia R, Eppert K, Minden MD, Sykes SM, Skorski T. Gene expression and mutation-guided synthetic lethality eradicates proliferating and quiescent leukemia cells. J Clin Invest 2017; 127:2392-2406. [PMID: 28481221 DOI: 10.1172/jci90825] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2016] [Accepted: 03/07/2017] [Indexed: 02/02/2023] Open
Abstract
Quiescent and proliferating leukemia cells accumulate highly lethal DNA double-strand breaks that are repaired by 2 major mechanisms: BRCA-dependent homologous recombination and DNA-dependent protein kinase-mediated (DNA-PK-mediated) nonhomologous end-joining, whereas DNA repair pathways mediated by poly(ADP)ribose polymerase 1 (PARP1) serve as backups. Here we have designed a personalized medicine approach called gene expression and mutation analysis (GEMA) to identify BRCA- and DNA-PK-deficient leukemias either directly, using reverse transcription-quantitative PCR, microarrays, and flow cytometry, or indirectly, by the presence of oncogenes such as BCR-ABL1. DNA-PK-deficient quiescent leukemia cells and BRCA/DNA-PK-deficient proliferating leukemia cells were sensitive to PARP1 inhibitors that were administered alone or in combination with current antileukemic drugs. In conclusion, GEMA-guided targeting of PARP1 resulted in dual cellular synthetic lethality in quiescent and proliferating immature leukemia cells, and is thus a potential approach to eradicate leukemia stem and progenitor cells that are responsible for initiation and manifestation of the disease. Further, an analysis of The Cancer Genome Atlas database indicated that this personalized medicine approach could also be applied to treat numerous solid tumors from individual patients.
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Affiliation(s)
- Margaret Nieborowska-Skorska
- Temple University Lewis Katz School of Medicine, Department of Microbiology and Immunology and Fels Institute for Cancer Research & Molecular Biology, Philadelphia, Pennsylvania, USA
| | - Katherine Sullivan
- Temple University Lewis Katz School of Medicine, Department of Microbiology and Immunology and Fels Institute for Cancer Research & Molecular Biology, Philadelphia, Pennsylvania, USA
| | - Yashodhara Dasgupta
- Temple University Lewis Katz School of Medicine, Department of Microbiology and Immunology and Fels Institute for Cancer Research & Molecular Biology, Philadelphia, Pennsylvania, USA
| | | | - Grazyna Hoser
- The Center of Postgraduate Medical Education, Laboratory of Flow Cytometry, Warsaw, Poland
| | - Silvia Maifrede
- Temple University Lewis Katz School of Medicine, Department of Microbiology and Immunology and Fels Institute for Cancer Research & Molecular Biology, Philadelphia, Pennsylvania, USA
| | - Esteban Martinez
- Research Institute of Fox Chase Cancer Center, Immune Cell Development and Host Defense, Philadelphia, Pennsylvania, USA
| | - Daniela Di Marcantonio
- Research Institute of Fox Chase Cancer Center, Immune Cell Development and Host Defense, Philadelphia, Pennsylvania, USA
| | - Elisabeth Bolton-Gillespie
- Temple University Lewis Katz School of Medicine, Department of Microbiology and Immunology and Fels Institute for Cancer Research & Molecular Biology, Philadelphia, Pennsylvania, USA
| | - Kimberly Cramer-Morales
- Temple University Lewis Katz School of Medicine, Department of Microbiology and Immunology and Fels Institute for Cancer Research & Molecular Biology, Philadelphia, Pennsylvania, USA
| | - Jaewong Lee
- Department of Laboratory Medicine, UCSF, San Francisco, California, USA
| | - Min Li
- Department of Cancer Biology, Beckman Research Institute, City of Hope, Duarte, California, USA
| | - Artur Slupianek
- Temple University Lewis Katz School of Medicine, Department of Microbiology and Immunology and Fels Institute for Cancer Research & Molecular Biology, Philadelphia, Pennsylvania, USA
| | - Daniel Gritsyuk
- Temple University Lewis Katz School of Medicine, Department of Microbiology and Immunology and Fels Institute for Cancer Research & Molecular Biology, Philadelphia, Pennsylvania, USA
| | - Sabine Cerny-Reiterer
- Medical University of Vienna and Ludwig Boltzmann-Cluster Oncology, and Department of Internal Medicine I, Division of Hematology and Hemostaseology, Vienna, Austria
| | - Ilona Seferynska
- Department of Hematology, Institute of Hematology and Blood Transfusion, Warsaw, Poland
| | - Tomasz Stoklosa
- Department of Immunology, Medical University of Warsaw, Warsaw, Poland
| | - Lars Bullinger
- Department of Internal Medicine III, University of Ulm, Ulm, Germany
| | - Huaqing Zhao
- Temple University Lewis Katz School of Medicine, Department of Clinical Sciences, Philadelphia, Pennsylvania, USA
| | - Vera Gorbunova
- Department of Biology, University of Rochester, Rochester, New York, USA
| | | | - Peter Valent
- Medical University of Vienna and Ludwig Boltzmann-Cluster Oncology, and Department of Internal Medicine I, Division of Hematology and Hemostaseology, Vienna, Austria
| | - Curt I Civin
- Center for Stem Cell Biology & Regenerative Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Markus Muschen
- Department of Laboratory Medicine, UCSF, San Francisco, California, USA
| | - John E Dick
- Princess Margaret Cancer Centre, University Health Network (UHN), Toronto, Ontario, Canada; Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | - Jean Cy Wang
- Princess Margaret Cancer Centre, UHN, Toronto, Ontario, Canada; Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Division of Medical Oncology and Hematology, UHN, Toronto, Ontario, Canada
| | | | - Ravi Bhatia
- Division of Hematology-Oncology, Department of Medicine, University of Alabama Birmingham, Birmingham, Alabama, USA
| | - Kolja Eppert
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Mark D Minden
- Princess Margaret Cancer Center, Ontario Cancer Institute, Toronto, Ontario, Canada
| | - Stephen M Sykes
- Research Institute of Fox Chase Cancer Center, Immune Cell Development and Host Defense, Philadelphia, Pennsylvania, USA
| | - Tomasz Skorski
- Temple University Lewis Katz School of Medicine, Department of Microbiology and Immunology and Fels Institute for Cancer Research & Molecular Biology, Philadelphia, Pennsylvania, USA
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Sullivan K, Cramer-Morales K, McElroy DL, Ostrov DA, Haas K, Childers W, Hromas R, Skorski T. Identification of a Small Molecule Inhibitor of RAD52 by Structure-Based Selection. PLoS One 2016; 11:e0147230. [PMID: 26784987 PMCID: PMC4718542 DOI: 10.1371/journal.pone.0147230] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2015] [Accepted: 12/30/2015] [Indexed: 11/18/2022] Open
Abstract
It has been reported that inhibition of RAD52 either by specific shRNA or a small peptide aptamer induced synthetic lethality in tumor cell lines carrying BRCA1 and BRCA2 inactivating mutations. Molecular docking was used to screen two chemical libraries: 1) 1,217 FDA approved drugs, and 2) 139,735 drug-like compounds to identify candidates for interacting with DNA binding domain of human RAD52. Thirty six lead candidate compounds were identified that were predicted to interfere with RAD52 –DNA binding. Further biological testing confirmed that 9 of 36 candidate compounds were able to inhibit the binding of RAD52 to single-stranded DNA in vitro. Based on molecular binding combined with functional assays, we propose a model in which the active compounds bind to a critical “hotspot” in RAD52 DNA binding domain 1. In addition, one of the 9 active compounds, adenosine 5’-monophosphate (A5MP), and also its mimic 5-aminoimidazole-4-carboxamide ribonucleotide (AICAR) 5’ phosphate (ZMP) inhibited RAD52 activity in vivo and exerted synthetic lethality against BRCA1 and BRCA2–mutated carcinomas. These data suggest that active, inhibitory RAD52 binding compounds could be further refined for efficacy and safety to develop drugs inducing synthetic lethality in tumors displaying deficiencies in BRCA1/2-mediated homologous recombination.
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Affiliation(s)
- Katherine Sullivan
- Department of Microbiology and Immunology and Fels Institute for Cancer Research and Molecular Biology, Temple University School of Medicine, Philadelphia, Pennsylvania 19140, United States of America
| | - Kimberly Cramer-Morales
- Department of Microbiology and Immunology and Fels Institute for Cancer Research and Molecular Biology, Temple University School of Medicine, Philadelphia, Pennsylvania 19140, United States of America
| | - Daniel L. McElroy
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, University of Florida & Shands, Gainesville, Florida 32610, United States of America
| | - David A. Ostrov
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, University of Florida & Shands, Gainesville, Florida 32610, United States of America
| | - Kimberly Haas
- Moulder Center for Drug Discovery Research, Temple University School of Pharmacy, Philadelphia, Pennsylvania 19140, United States of America
| | - Wayne Childers
- Moulder Center for Drug Discovery Research, Temple University School of Pharmacy, Philadelphia, Pennsylvania 19140, United States of America
| | - Robert Hromas
- Department of Medicine, College of Medicine, University of Florida & Shands, Gainesville, Florida 32610, United States of America
| | - Tomasz Skorski
- Department of Microbiology and Immunology and Fels Institute for Cancer Research and Molecular Biology, Temple University School of Medicine, Philadelphia, Pennsylvania 19140, United States of America
- * E-mail:
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Abstract
To date no models exist to study MnSOD deficiency in human cells. To address this deficiency, we created a SOD2-null human cell line that is completely devoid of detectable MnSOD protein expression and enzyme activity. We utilized the CRISPR/Cas9 system to generate biallelic SOD2 disruption in HEK293T cells. These SOD2-null cells exhibit impaired clonogenic activity, which was rescued by either treatment with GC4419, a pharmacological small-molecule mimic of SOD, or growth in hypoxia. The phenotype of these cells is primarily characterized by impaired mitochondrial bioenergetics. The SOD2-null cells displayed perturbations in their mitochondrial ultrastructure and preferred glycolysis as opposed to oxidative phosphorylation to generate ATP. The activities of mitochondrial complex I and II were both significantly impaired by the absence of MnSOD activity, presumably from disruption of the Fe/S centers in NADH dehydrogenase and succinate dehydrogenase subunit B by the aberrant redox state in the mitochondrial matrix of SOD2-null cells. By creating this model we provide a novel tool with which to study the consequences of lack of MnSOD activity in human cells.
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Affiliation(s)
- Kimberly Cramer-Morales
- Department of Radiation Oncology, B180 Medical Laboratories, The University of Iowa, Iowa City, IA 52242
| | - Collin D Heer
- Department of Radiation Oncology, B180 Medical Laboratories, The University of Iowa, Iowa City, IA 52242
| | - Kranti A Mapuskar
- Department of Radiation Oncology, B180 Medical Laboratories, The University of Iowa, Iowa City, IA 52242
| | - Frederick E Domann
- Department of Radiation Oncology, B180 Medical Laboratories, The University of Iowa, Iowa City, IA 52242.
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Hallberg AR, Vorrink SU, Hudachek DR, Cramer-Morales K, Milhem MM, Cornell RA, Domann FE. Aberrant CpG methylation of the TFAP2A gene constitutes a mechanism for loss of TFAP2A expression in human metastatic melanoma. Epigenetics 2015; 9:1641-7. [PMID: 25625848 DOI: 10.4161/15592294.2014.988062] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [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: 11/19/2022] Open
Abstract
Metastatic melanoma is a deadly treatment-resistant form of skin cancer whose global incidence is on the rise. During melanocyte transformation and melanoma progression the expression profile of many genes changes. Among these, a gene implicated in several steps of melanocyte development, TFAP2A, is frequently silenced; however, the molecular mechanism of TFAP2A silencing in human melanoma remains unknown. In this study, we measured TFAP2A mRNA expression in primary human melanocytes compared to 11 human melanoma samples by quantitative real-time RT-PCR. In addition, we assessed CpG DNA methylation of the TFAP2A promoter in these samples using bisulfite sequencing. Compared to primary melanocytes, which showed high TFAP2A mRNA expression and no promoter methylation, human melanoma samples showed decreased TFAP2A mRNA expression and increased promoter methylation. We further show that increased CpG methylation correlates with decreased TFAP2A mRNA expression. Using The Cancer Genome Atlas, we further identified TFAP2A as a gene displaying among the most decreased expression in stage 4 melanomas vs. non-stage 4 melanomas, and whose CpG methylation was frequently associated with lack of mRNA expression. Based on our data, we conclude that TFAP2A expression in human melanomas can be silenced by aberrant CpG methylation of the TFAP2A promoter. We have identified aberrant CpG DNA methylation as an epigenetic mark associated with TFAP2A silencing in human melanoma that could have significant implications for the therapy of human melanoma using epigenetic modifying drugs.
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Affiliation(s)
- Andrea R Hallberg
- a Interdisciplinary Graduate Program in Molecular and Cellular Biology; Graduate College ; The University of Iowa ; Iowa City , IA USA
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