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Mariotto E, Rampazzo E, Bortolozzi R, Rruga F, Zeni I, Manfreda L, Marchioro C, Canton M, Cani A, Magni R, Luchini A, Bresolin S, Viola G, Persano L. Molecular and functional profiling of chemotolerant cells unveils nucleoside metabolism-dependent vulnerabilities in medulloblastoma. Acta Neuropathol Commun 2023; 11:183. [PMID: 37978570 PMCID: PMC10655385 DOI: 10.1186/s40478-023-01679-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 10/26/2023] [Indexed: 11/19/2023] Open
Abstract
Chemotherapy resistance is considered one of the main causes of tumor relapse, still challenging researchers for the identification of the molecular mechanisms sustaining its emergence. Here, we setup and characterized chemotherapy-resistant models of Medulloblastoma (MB), one of the most lethal pediatric brain tumors, to uncover targetable vulnerabilities associated to their resistant phenotype. Integration of proteomic, transcriptomic and kinomic data revealed a significant deregulation of several pathways in resistant MB cells, converging to cell metabolism, RNA/protein homeostasis, and immune response, eventually impacting on patient outcome. Moreover, resistant MB cell response to a large library of compounds through a high-throughput screening (HTS), highlighted nucleoside metabolism as a relevant vulnerability of chemotolerant cells, with peculiar antimetabolites demonstrating increased efficacy against them and even synergism with conventional chemotherapeutics. Our results suggest that drug-resistant cells significantly rewire multiple cellular processes, allowing their adaptation to a chemotoxic environment, nevertheless exposing alternative actionable susceptibilities for their specific targeting.
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Affiliation(s)
- Elena Mariotto
- Department of Women's and Children's Health, University of Padova, Via Giustiniani 3, 35128, Padua, Italy
- Pediatric Research Institute, Corso Stati Uniti 4, 35127, Padua, Italy
- Unit of Biostatistics, Department of Cardiac, Thoracic and Vascular Sciences and Public Health, University of Padova, Via Loredan 18, 35131, Padua, Italy
| | - Elena Rampazzo
- Department of Women's and Children's Health, University of Padova, Via Giustiniani 3, 35128, Padua, Italy.
- Pediatric Research Institute, Corso Stati Uniti 4, 35127, Padua, Italy.
| | - Roberta Bortolozzi
- Department of Women's and Children's Health, University of Padova, Via Giustiniani 3, 35128, Padua, Italy.
- Pediatric Research Institute, Corso Stati Uniti 4, 35127, Padua, Italy.
- Section of Pharmacology, Department of Pharmaceutical and Pharmacological Sciences, University of Padova, Largo Meneghetti 2, 35131, Padua, Italy.
| | - Fatlum Rruga
- Department of Women's and Children's Health, University of Padova, Via Giustiniani 3, 35128, Padua, Italy
- Pediatric Research Institute, Corso Stati Uniti 4, 35127, Padua, Italy
| | - Ilaria Zeni
- Department of Women's and Children's Health, University of Padova, Via Giustiniani 3, 35128, Padua, Italy
| | - Lorenzo Manfreda
- Department of Women's and Children's Health, University of Padova, Via Giustiniani 3, 35128, Padua, Italy
- Pediatric Research Institute, Corso Stati Uniti 4, 35127, Padua, Italy
| | - Chiara Marchioro
- Department of Women's and Children's Health, University of Padova, Via Giustiniani 3, 35128, Padua, Italy
- Pediatric Research Institute, Corso Stati Uniti 4, 35127, Padua, Italy
| | - Martina Canton
- Department of Women's and Children's Health, University of Padova, Via Giustiniani 3, 35128, Padua, Italy
- Pediatric Research Institute, Corso Stati Uniti 4, 35127, Padua, Italy
| | - Alice Cani
- Department of Women's and Children's Health, University of Padova, Via Giustiniani 3, 35128, Padua, Italy
- Pediatric Research Institute, Corso Stati Uniti 4, 35127, Padua, Italy
| | - Ruben Magni
- Center for Applied Proteomics and Molecular Medicine, George Mason University, 10920 George Mason Circle, MSN 1A9, Manassas, VA, 20110, USA
| | - Alessandra Luchini
- Center for Applied Proteomics and Molecular Medicine, George Mason University, 10920 George Mason Circle, MSN 1A9, Manassas, VA, 20110, USA
| | - Silvia Bresolin
- Department of Women's and Children's Health, University of Padova, Via Giustiniani 3, 35128, Padua, Italy
- Pediatric Research Institute, Corso Stati Uniti 4, 35127, Padua, Italy
| | - Giampietro Viola
- Department of Women's and Children's Health, University of Padova, Via Giustiniani 3, 35128, Padua, Italy
- Pediatric Research Institute, Corso Stati Uniti 4, 35127, Padua, Italy
| | - Luca Persano
- Department of Women's and Children's Health, University of Padova, Via Giustiniani 3, 35128, Padua, Italy
- Pediatric Research Institute, Corso Stati Uniti 4, 35127, Padua, Italy
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Robak P, Robak T. Older and new purine nucleoside analogs for patients with acute leukemias. Cancer Treat Rev 2013; 39:851-61. [PMID: 23566572 DOI: 10.1016/j.ctrv.2013.03.006] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2012] [Revised: 03/05/2013] [Accepted: 03/14/2013] [Indexed: 02/05/2023]
Abstract
Purine nucleoside analogs (PNAs) compose a class of cytotoxic drugs that have played an important role in the treatment of hematological neoplasms, especially lymphoid and myeloid malignancies. All PNA drugs have a chemical structure similar to adenosine or guanosine, and they have similar mechanisms of action. They have many intracellular targets: they act as antimetabolites, competing with natural nucleosides during DNA or RNA synthesis, and as inhibitors of key cell enzymes. In contrast to other antineoplastic drugs, PNAs act cytotoxically, both in the mitotic and quiescent cell cycle phases. In the last few years, three PNAs have been approved for the treatment of lymphoid malignancies and other hematological disorders: 2-chlorodeoxyadenosine (2-CdA), fludarabine and pentostatin. 2-CdA and fludarabine are also active in the treatment of acute myeloid leukemia (AML). These drugs, in combination with cytarabine and other agents, are commonly used as salvage regimens in relapsed or refractory AML. Moreover, the addition of 2-CdA to the standard induction regimen is associated with an increased rate of complete remission and improved survival of adult patients with AML. More recently three novel PNAs have been synthesized and introduced into clinical trials: clofarabine, nelarabine and forodesine. Clofarabine is the most promising PNA in current clinical trials in pediatric and adult patients with acute leukemias. Nelarabine is more cytotoxic in T-lineage than in B-lineage leukemias. Clofarabine and nelarabine have been approved for the treatment of refractory patients with acute lymphoblastic leukemia (ALL) and lymphoblastic lymphoma. Clofarabine is also an active drug in AML treatment when administered either alone or in combination regimens as front-line treatment and in relapsed or refractory patients. Unlike other PNA, forodesine is not incorporated into DNA but displays a highly selective purine nucleoside phosphorylase inhibitory action. Forodesine is undergoing clinical trials for the treatment of T-cell malignancies, including T-cell ALL. This article summarizes recent achievements in the mechanism of action, pharmacological properties and clinical activity and toxicity of PNAs, as well as their emerging role in lymphoid and myeloid acute leukemias.
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Affiliation(s)
- Pawel Robak
- Department of Experimental Hematology, Medical University of Lodz, Copernicus Memorial Hospital, 93-510 Lodz, ul. Ciołkowskiego 2, Poland ul. Ciołkowskiego 2, Poland
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Robak T. New nucleoside analogs for patients with hematological malignancies. Expert Opin Investig Drugs 2011; 20:343-59. [PMID: 21320002 DOI: 10.1517/13543784.2011.554822] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
INTRODUCTION In the last few years, several new purine and pyrimidine nucleoside analogs have been synthesized and made available for both preclinical studies and clinical trials. AREAS COVERED This article summarizes recent achievements in the mechanism of action, pharmacological properties and clinical activity and toxicity as well as the emerging role of newer purine and pyrimidine nucleoside analogs potentially active in lymphoid and myeloid malignancies. A literature review was conducted from the MEDLINE database PubMed for articles in English. Publications from 2000 to October 2010 were scrutinized. The search terms used were clofarabine, nelarabine, forodesine, 8-chloroadenosine, LMP-420, azacitidine, decitabine, sapacitabine, troxacitabine, thiarabine and zebularine in conjunction with hematologic malignancies, leukemia and lymphoma. Conference proceedings from the previous 5 years of the American Society of Hematology, European Hematology Association, and American Society of Clinical Oncology were searched manually. Additional relevant publications were obtained by reviewing the references from the chosen articles. EXPERT OPINION Several new nucleoside analogs are currently under investigation in preclinical and clinical studies concerning hematological malignancies. Clofarabine, nelarabine, azacitidine and decitabine have been recently approved for the treatment of leukemias and/or myelodysplastic syndromes. Other agents including forodesine, 8-chloroadenosine, LMP-420, sapacitabine, troxacitabine, thiarabine and zebularine seem to be promising for the treatment of lymphoid and myeloid malignancies. However, definitive data from ongoing and future clinical trials will aid in better defining their status in the treatment of hematological disorders.
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Affiliation(s)
- Tadeusz Robak
- Medical University of Lodz, Department of Hematology, Lodz, Poland.
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Robak T, Korycka A, Lech-Maranda E, Robak P. Current status of older and new purine nucleoside analogues in the treatment of lymphoproliferative diseases. Molecules 2009; 14:1183-226. [PMID: 19325518 PMCID: PMC6253893 DOI: 10.3390/molecules14031183] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2009] [Revised: 02/27/2009] [Accepted: 03/10/2009] [Indexed: 01/29/2023] Open
Abstract
For the past few years more and more new cytotoxic agents active in the treatment of hematological malignancies have been synthesized and become available for either in vitro studies or clinical trials. Among them the class of antineoplastic drugs belonging to the purine nucleoside analogues group (PNAs) plays an important role. Three of them: pentostatin (DCF), cladribine (2-CdA) and fludarabine (FA) were approved by Food and Drug Administration (FDA) for the treatment of hematological malignancies. Recently three novel PNAs: clofarabine (CAFdA), nelarabine (ara-G) and forodesine (immucillin H, BCX-1777) have been synthesized and introduced into preclinical studies and clinical trials. These agents seem to be useful mainly for the treatment of human T-cell proliferative disorders and they are currently undergoing clinical trials in lymphoid malignancies. However, there are also several studies suggesting the role of these drugs in B-cell malignancies. This review will summarize current knowledge concerning the mechanism of action, pharmacologic properties, clinical activity and toxicity of PNAs accepted for use in clinical practice, as well as new agents available for clinical trials.
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Affiliation(s)
- Tadeusz Robak
- Department of Hematology, Medical University of Lodz and Copernicus Memorial Hospital, 93-510 Lodz, Ciolkowskiego 2 Str., Poland.
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Beesley AH, Palmer ML, Ford J, Weller RE, Cummings AJ, Freitas JR, Firth MJ, Perera KU, de Klerk NH, Kees UR. In vitro cytotoxicity of nelarabine, clofarabine and flavopiridol in paediatric acute lymphoblastic leukaemia. Br J Haematol 2007; 137:109-16. [PMID: 17391490 DOI: 10.1111/j.1365-2141.2007.06527.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
The in vitro efficacies of three new drugs--clofarabine (CLOF), nelarabine (NEL) and flavopiridol (FP) - were assessed in a panel of acute lymphoblastic leukaemia (ALL) cell lines. The 50% inhibitory concentration (IC50) for CLOF across all lines was 188-fold lower than that of NEL. B-lineage, but not T-lineage lines, were >7-fold more sensitive to CLOF than cytosine arabinoside (ARAC). NEL IC50 was 25-fold and 113-fold higher than ARAC in T- and B-lineage, respectively. T-ALL cells were eightfold more sensitive to NEL than B-lineage but there was considerable overlap. FP was more potent in vitro than glucocorticoids and thiopurines and at doses that recent phase I experience predicts will translate into clinical efficacy. Potential cross-resistance of CLOF, NEL and FP was observed with many front-line ALL therapeutics but not methotrexate or thiopurines. Methotrexate sensitivity was inversely related to that of NEL and FP. Whilst NEL was particularly effective in T-ALL, a subset of patients with B-lineage ALL might also be sensitive. CLOF appeared to be marginally more effective in B-lineage than T-ALL and has a distinct resistance profile that may prove useful in combination with other compounds. FP should be widely effective in ALL if sufficient plasma levels can be achieved clinically.
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Affiliation(s)
- Alex H Beesley
- Division of Children's Leukaemia and Cancer Research, Telethon Institute for Child Health Research, and Centre for Child Health Research, University of Western Australia, Perth, WA, Australia
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Winter SS, Jiang Z, Khawaja HM, Griffin T, Devidas M, Asselin BL, Larson RS. Identification of genomic classifiers that distinguish induction failure in T-lineage acute lymphoblastic leukemia: a report from the Children's Oncology Group. Blood 2007; 110:1429-38. [PMID: 17495134 PMCID: PMC1975833 DOI: 10.1182/blood-2006-12-059790] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The clinical and cytogenetic features associated with T-cell acute lymphoblastic leukemia (T-ALL) are not predictive of early treatment failure. Based on the hypothesis that microarrays might identify patients who fail therapy, we used the Affymetrix U133 Plus 2.0 chip and prediction analysis of microarrays (PAM) to profile 50 newly diagnosed patients who were treated in the Children's Oncology Group (COG) T-ALL Study 9404. We identified a 116-member genomic classifier that could accurately distinguish all 6 induction failure (IF) cases from 44 patients who achieved remission; network analyses suggest a prominent role for genes mediating cellular quiescence. Seven genes were similarly upregulated in both the genomic classifier for IF patients and T-ALL cell lines having acquired resistance to neoplastic agents, identifying potential target genes for further study in drug resistance. We tested whether our classifier could predict IF within 42 patient samples obtained from COG 8704 and, using PAM to define a smaller classifier for the U133A chip, correctly identified the single IF case and patients with persistently circulating blasts. Genetic profiling may identify T-ALL patients who are likely to fail induction and for whom alternate treatment strategies might be beneficial.
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Affiliation(s)
- Stuart S Winter
- Department of Pediatrics, The University of New Mexico Health Sciences Center, Albuquerque, NM 87131-5311, USA.
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