21 results on '"Canevarolo RR"'
Search Results
2. NOVO SISTEMA DE SCREENING DE DROGAS PARA LEUCEMIA LINFOIDE AGUDA PEDIÁTRICA
- Author
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Mariano, SS, Miguita, NA, Canevarolo, RR, Sudalagunta, PR, Corrêa, JR, Assis, LH, Meidanisj-Azevedoac, Brandalise, SR, Silva, AS, and Yunes, JA
- Published
- 2023
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3. The Functional Transcriptomic Landscape Informs Therapeutic Strategies in Multiple Myeloma.
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Sudalagunta PR, Canevarolo RR, Meads MB, Silva M, Zhao X, Cubitt CL, Sansil SS, DeAvila G, Alugubelli RR, Bishop RT, Tungesvik A, Zhang Q, Hampton O, Teer JK, Welsh EA, Yoder SJ, Shah BD, Hazlehurst L, Gatenby RA, Van Domelen DR, Chai Y, Wang F, DeCastro A, Bloomer AM, Siegel EM, Lynch CC, Sullivan DM, Alsina M, Nishihori T, Brayer J, Cleveland JL, Dalton W, Walker CJ, Landesman Y, Baz R, Silva AS, and Shain KH
- Subjects
- Humans, Triazoles pharmacology, Triazoles therapeutic use, Biomarkers, Tumor genetics, Biomarkers, Tumor metabolism, Drug Resistance, Neoplasm genetics, Gene Expression Regulation, Neoplastic drug effects, Gene Expression Profiling methods, Multiple Myeloma genetics, Multiple Myeloma drug therapy, Multiple Myeloma pathology, Transcriptome, Hydrazines pharmacology, Hydrazines therapeutic use, Antibodies, Monoclonal therapeutic use, Antibodies, Monoclonal pharmacology
- Abstract
Several therapeutic agents have been approved for treating multiple myeloma, a cancer of bone marrow-resident plasma cells. Predictive biomarkers for drug response could help guide clinical strategies to optimize outcomes. In this study, we present an integrated functional genomic analysis of tumor samples from patients multiple myeloma that were assessed for their ex vivo drug sensitivity to 37 drugs, clinical variables, cytogenetics, mutational profiles, and transcriptomes. This analysis revealed a multiple myeloma transcriptomic topology that generates "footprints" in association with ex vivo drug sensitivity that have both predictive and mechanistic applications. Validation of the transcriptomic footprints for the anti-CD38 mAb daratumumab (DARA) and the nuclear export inhibitor selinexor (SELI) demonstrated that these footprints can accurately classify clinical responses. The analysis further revealed that DARA and SELI have anticorrelated mechanisms of resistance, and treatment with a SELI-based regimen immediately after a DARA-containing regimen was associated with improved survival in three independent clinical trials, supporting an evolutionary-based strategy involving sequential therapy. These findings suggest that this unique repository and computational framework can be leveraged to inform underlying biology and to identify therapeutic strategies to improve treatment of multiple myeloma. Significance: Functional genomic analysis of primary multiple myeloma samples elucidated predictive biomarkers for drugs and molecular pathways mediating therapeutic response, which revealed a rationale for sequential therapy to maximize patient outcomes., (©2024 The Authors; Published by the American Association for Cancer Research.)
- Published
- 2025
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4. Combined MEK1/2 and ATR inhibition promotes myeloma cell death through a STAT3-dependent mechanism in vitro and in vivo.
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Li L, Hu X, Nkwocha J, Kmieciak M, Meads MB, Shain KH, Alugubelli RR, Silva AS, Mann H, Sudalagunta PR, Canevarolo RR, Zhou L, and Grant S
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- Humans, Animals, Mice, Cell Line, Tumor, MAP Kinase Kinase 2 antagonists & inhibitors, MAP Kinase Kinase 2 metabolism, Azetidines pharmacology, Xenograft Model Antitumor Assays, Protein Kinase Inhibitors pharmacology, Piperidines pharmacology, Mice, SCID, Cell Death drug effects, Drug Synergism, STAT3 Transcription Factor metabolism, Ataxia Telangiectasia Mutated Proteins antagonists & inhibitors, Ataxia Telangiectasia Mutated Proteins metabolism, Multiple Myeloma drug therapy, Multiple Myeloma pathology, Multiple Myeloma metabolism, MAP Kinase Kinase 1 antagonists & inhibitors, MAP Kinase Kinase 1 metabolism
- Abstract
Mechanisms underlying potentiation of the anti-myeloma (MM) activity of ataxia telangiectasia Rad3 (ATR) antagonists by MAPK (Mitogen-activated protein kinases)-related extracellular kinase 1/2 (MEK1/2) inhibitors were investigated. Co-administration of the ATR inhibitor (ATRi) BAY1895344 (BAY) and MEK1/2 inhibitors, for example, cobimetinib, synergistically increased cell death in diverse MM cell lines. Mechanistically, BAY and cobimetinib blocked STAT3 Tyr705 and Ser727 phosphorylation, respectively, and dual dephosphorylation triggered marked STAT3 inactivation and downregulation of STAT3 (Signal transducer and activator of transcription 3) downstream targets (c-Myc and BCL-X
L ). Similar events occurred in highly bortezomib-resistant (PS-R) cells, in the presence of patient-derived conditioned medium, and with alternative ATR (e.g. M1774) and MEK1/2 (trametinib) inhibitors. Notably, constitutively active STAT3 c-MYC or BCL-XL ectopic expression significantly protected cells from BAY/cobimetinib. In contrast, transfection of cells with a dominant-negative form of STAT3 (Y705F) sensitized cells to cobimetinib, as did ATR shRNA knockdown. Conversely, MEK1/2 knockdown markedly increased ATRi sensitivity. The BAY/cobimetinib regimen was also active against primary CD138+ MM cells, but not normal CD34+ cells. Finally, the ATR inhibitor/cobimetinib regimen significantly improved survival in MM xenografts, including bortezomib-resistant models, with minimal toxicity. Collectively, these findings suggest that combined ATR/MEK1/2 inhibition triggers dual STAT3 Tyr705 and Ser727 dephosphorylation, pronounced downregulation of cytoprotective targets and MM cell death, warranting attention as a novel therapeutic strategy in MM., (© 2024 British Society for Haematology and John Wiley & Sons Ltd.)- Published
- 2024
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5. The bone ecosystem facilitates multiple myeloma relapse and the evolution of heterogeneous drug resistant disease.
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Bishop RT, Miller AK, Froid M, Nerlakanti N, Li T, Frieling JS, Nasr MM, Nyman KJ, Sudalagunta PR, Canevarolo RR, Silva AS, Shain KH, Lynch CC, and Basanta D
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- Humans, Bone and Bones pathology, Chronic Disease, Drug Resistance, Neoplasm Recurrence, Local genetics, Tumor Microenvironment, Multiple Myeloma drug therapy, Multiple Myeloma genetics, Multiple Myeloma pathology
- Abstract
Multiple myeloma (MM) is an osteolytic malignancy that is incurable due to the emergence of treatment resistant disease. Defining how, when and where myeloma cell intrinsic and extrinsic bone microenvironmental mechanisms cause relapse is challenging with current biological approaches. Here, we report a biology-driven spatiotemporal hybrid agent-based model of the MM-bone microenvironment. Results indicate MM intrinsic mechanisms drive the evolution of treatment resistant disease but that the protective effects of bone microenvironment mediated drug resistance (EMDR) significantly enhances the probability and heterogeneity of resistant clones arising under treatment. Further, the model predicts that targeting of EMDR deepens therapy response by eliminating sensitive clones proximal to stroma and bone, a finding supported by in vivo studies. Altogether, our model allows for the study of MM clonal evolution over time in the bone microenvironment and will be beneficial for optimizing treatment efficacy so as to significantly delay disease relapse., (© 2024. The Author(s).)
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- 2024
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6. The Expression and Activation of the NF-κB Pathway Correlate with Methotrexate Resistance and Cell Proliferation in Acute Lymphoblastic Leukemia.
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Canevarolo RR, Cury NM, and Yunes JA
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- Child, Humans, Cell Proliferation, Immunosuppressive Agents therapeutic use, Methotrexate pharmacology, Methotrexate therapeutic use, NF-kappa B metabolism, Tumor Necrosis Factor-alpha metabolism, Precursor B-Cell Lymphoblastic Leukemia-Lymphoma, Precursor Cell Lymphoblastic Leukemia-Lymphoma drug therapy, Precursor Cell Lymphoblastic Leukemia-Lymphoma genetics, Precursor Cell Lymphoblastic Leukemia-Lymphoma pathology
- Abstract
Acute lymphoblastic leukemia (ALL) is the most common childhood cancer. Although its prognosis continually improves with time, a significant proportion of patients still relapse from the disease because of the leukemia's resistance to therapy. Methotrexate (MTX), a folic-acid antagonist, is a chemotherapy agent commonly used against ALL and as an immune-system suppressant for rheumatoid arthritis that presents multiple and complex mechanisms of action and resistance. Previous studies have shown that MTX modulates the nuclear factor kappa B (NF-κB) pathway, an important family of transcription factors involved in inflammation, immunity, cell survival, and proliferation which are frequently hyperactivated in ALL. Using a gene set enrichment analysis of publicly available gene expression data from 161 newly diagnosed pediatric ALL patients, we found the Tumor necrosis factor α (TNF-α) signaling pathway via NF-κB to be the most enriched Cancer Hallmark in MTX-poor-responder patients. A transcriptomic analysis using a panel of ALL cell lines (six B-cell precursor acute lymphoblastic leukemia and seven T-cell acute lymphoblastic leukemia) also identified the same pathway as differentially enriched among MTX-resistant cell lines, as well as in slowly dividing cells. To better understand the crosstalk between NF-κB activity and MTX resistance, we genetically modified the cell lines to express luciferase under an NF-κB-binding-site promoter. We observed that the fold change in NF-κB activity triggered by TNF-α (but not MTX) treatment correlated with MTX resistance and proliferation across the lines. At the individual gene level, NFKB1 expression was directly associated with a poorer clinical response to MTX and with both an increased TNF-α-triggered NF-κB activation and MTX resistance in the cell lines. Despite these results, the pharmacological inhibition (using BAY 11-7082 and parthenolide) or stimulation (using exogenous TNF-α supplementation) of the NF-κB pathway did not alter the MTX resistance of the cell lines significantly, evidencing a complex interplay between MTX and NF-κB in ALL.
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- 2023
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7. Glutathione levels are associated with methotrexate resistance in acute lymphoblastic leukemia cell lines.
- Author
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Canevarolo RR, Melo CPS, Cury NM, Artico LL, Corrêa JR, Tonhasca Lau Y, Mariano SS, Sudalagunta PR, Brandalise SR, Zeri ACM, and Yunes JA
- Abstract
Introduction: Methotrexate (MTX), a folic acid antagonist and nucleotide synthesis inhibitor, is a cornerstone drug used against acute lymphoblastic leukemia (ALL), but its mechanism of action and resistance continues to be unraveled even after decades of clinical use., Methods: To better understand the mechanisms of this drug, we accessed the intracellular metabolic content of 13 ALL cell lines treated with MTX by 1H-NMR, and correlated metabolome data with cell proliferation and gene expression. Further, we validated these findings by inhibiting the cellular antioxidant system of the cells in vitro and in vivo in the presence of MTX., Results: MTX altered the concentration of 31 out of 70 metabolites analyzed, suggesting inhibition of the glycine cleavage system, the pentose phosphate pathway, purine and pyrimidine synthesis, phospholipid metabolism, and bile acid uptake. We found that glutathione (GSH) levels were associated with MTX resistance in both treated and untreated cells, suggesting a new constitutive metabolic-based mechanism of resistance to the drug. Gene expression analyses showed that eight genes involved in GSH metabolism were correlated to GSH concentrations, 2 of which (gamma-glutamyltransferase 1 [GGT1] and thioredoxin reductase 3 [TXNRD3]) were also correlated to MTX resistance. Gene set enrichment analysis (GSEA) confirmed the association between GSH metabolism and MTX resistance. Pharmacological inhibition or stimulation of the main antioxidant systems of the cell, GSH and thioredoxin, confirmed their importance in MTX resistance. Arsenic trioxide (ATO), a thioredoxin inhibitor used against acute promyelocytic leukemia, potentiated MTX cytotoxicity in vitro in some of the ALL cell lines tested. Likewise, the ATO+MTX combination decreased tumor burden and extended the survival of NOD scid gamma (NSG) mice transplanted with patient-derived ALL xenograft, but only in one of four ALLs tested., Conclusion: Altogether, our results show that the cellular antioxidant defense systems contribute to leukemia resistance to MTX, and targeting these pathways, especially the thioredoxin antioxidant system, may be a promising strategy for resensitizing ALL to MTX., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Renatino Canevarolo, Pereira de Souza Melo, Moreno Cury, Luiz Artico, Ronchi Corrêa, Tonhasca Lau, Sousa Mariano, Reddy Sudalagunta, Regina Brandalise, Carolina de Mattos Zeri and Andrés Yunes.)
- Published
- 2022
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8. Metabolomics by NMR Combined with Machine Learning to Predict Neoadjuvant Chemotherapy Response for Breast Cancer.
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Cardoso MR, Silva AAR, Talarico MCR, Sanches PHG, Sforça ML, Rocco SA, Rezende LM, Quintero M, Costa TBBC, Viana LR, Canevarolo RR, Ferracini AC, Ramalho S, Gutierrez JM, Guimarães F, Tasic L, Tata A, Sarian LO, Cheng LL, Porcari AM, and Derchain SFM
- Abstract
Neoadjuvant chemotherapy (NACT) is offered to patients with operable or inoperable breast cancer (BC) to downstage the disease. Clinical responses to NACT may vary depending on a few known clinical and biological features, but the diversity of responses to NACT is not fully understood. In this study, 80 women had their metabolite profiles of pre-treatment sera analyzed for potential NACT response biomarker candidates in combination with immunohistochemical parameters using Nuclear Magnetic Resonance (NMR). Sixty-four percent of the patients were resistant to chemotherapy. NMR, hormonal receptors (HR), human epidermal growth factor receptor 2 (HER2), and the nuclear protein Ki67 were combined through machine learning (ML) to predict the response to NACT. Metabolites such as leucine, formate, valine, and proline, along with hormone receptor status, were discriminants of response to NACT. The glyoxylate and dicarboxylate metabolism was found to be involved in the resistance to NACT. We obtained an accuracy in excess of 80% for the prediction of response to NACT combining metabolomic and tumor profile data. Our results suggest that NMR data can substantially enhance the prediction of response to NACT when used in combination with already known response prediction factors.
- Published
- 2022
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9. CancerCellTracker: a brightfield time-lapse microscopy framework for cancer drug sensitivity estimation.
- Author
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Jiang Q, Sudalagunta P, Silva MC, Canevarolo RR, Zhao X, Ahmed KT, Alugubelli RR, DeAvila G, Tungesvik A, Perez L, Gatenby RA, Gillies RJ, Baz R, Meads MB, Shain KH, Silva AS, and Zhang W
- Subjects
- Humans, Microscopy methods, Time-Lapse Imaging, Software, Precision Medicine, Algorithms, Tumor Microenvironment, Neoplasms diagnostic imaging, Neoplasms drug therapy, Antineoplastic Agents
- Abstract
Motivation: Time-lapse microscopy is a powerful technique that relies on images of live cells cultured ex vivo that are captured at regular intervals of time to describe and quantify their behavior under certain experimental conditions. This imaging method has great potential in advancing the field of precision oncology by quantifying the response of cancer cells to various therapies and identifying the most efficacious treatment for a given patient. Digital image processing algorithms developed so far require high-resolution images involving very few cells originating from homogeneous cell line populations. We propose a novel framework that tracks cancer cells to capture their behavior and quantify cell viability to inform clinical decisions in a high-throughput manner., Results: The brightfield microscopy images a large number of patient-derived cells in an ex vivo reconstruction of the tumor microenvironment treated with 31 drugs for up to 6 days. We developed a robust and user-friendly pipeline CancerCellTracker that detects cells in co-culture, tracks these cells across time and identifies cell death events using changes in cell attributes. We validated our computational pipeline by comparing the timing of cell death estimates by CancerCellTracker from brightfield images and a fluorescent channel featuring ethidium homodimer. We benchmarked our results using a state-of-the-art algorithm implemented in ImageJ and previously published in the literature. We highlighted CancerCellTracker's efficiency in estimating the percentage of live cells in the presence of bone marrow stromal cells., Availability and Implementation: https://github.com/compbiolabucf/CancerCellTracker., Supplementary Information: Supplementary data are available at Bioinformatics online., (© The Author(s) 2022. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.)
- Published
- 2022
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10. Plasma cell dependence on histone/protein deacetylase 11 reveals a therapeutic target in multiple myeloma.
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Mostofa A, Distler A, Meads MB, Sahakian E, Powers JJ, Achille A, Noyes D, Wright G, Fang B, Izumi V, Koomen J, Rampakrishnan R, Nguyen TP, De Avila G, Silva AS, Sudalagunta P, Canevarolo RR, Siqueira Silva MDC, Alugubelli RR, Dai HA, Kulkarni A, Dalton WS, Hampton OA, Welsh EA, Teer JK, Tungesvik A, Wright KL, Pinilla-Ibarz J, Sotomayor EM, Shain KH, and Brayer J
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- Animals, Histone Deacetylase Inhibitors pharmacology, Humans, Mice, Multiple Myeloma physiopathology, Histone Deacetylase Inhibitors therapeutic use, Histones metabolism, Multiple Myeloma drug therapy, Plasma Cells metabolism
- Abstract
The clinical utility of histone/protein deacetylase (HDAC) inhibitors in combinatorial regimens with proteasome inhibitors for patients with relapsed and refractory multiple myeloma (MM) is often limited by excessive toxicity due to HDAC inhibitor promiscuity with multiple HDACs. Therefore, more selective inhibition minimizing off-target toxicity may increase the clinical effectiveness of HDAC inhibitors. We demonstrated that plasma cell development and survival are dependent upon HDAC11, suggesting this enzyme is a promising therapeutic target in MM. Mice lacking HDAC11 exhibited markedly decreased plasma cell numbers. Accordingly, in vitro plasma cell differentiation was arrested in B cells lacking functional HDAC11. Mechanistically, we showed that HDAC11 is involved in the deacetylation of IRF4 at lysine103. Further, targeting HDAC11 led to IRF4 hyperacetylation, resulting in impaired IRF4 nuclear localization and target promoter binding. Importantly, transient HDAC11 knockdown or treatment with elevenostat, an HDAC11-selective inhibitor, induced cell death in MM cell lines. Elevenostat produced similar anti-MM activity in vivo, improving survival among mice inoculated with 5TGM1 MM cells. Elevenostat demonstrated nanomolar ex vivo activity in 34 MM patient specimens and synergistic activity when combined with bortezomib. Collectively, our data indicated that HDAC11 regulates an essential pathway in plasma cell biology establishing its potential as an emerging theraputic vulnerability in MM.
- Published
- 2021
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11. IAP and HDAC inhibitors interact synergistically in myeloma cells through noncanonical NF-κB- and caspase-8-dependent mechanisms.
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Zhou L, Zhang Y, Meads MB, Dai Y, Ning Y, Hu X, Li L, Sharma K, Nkwocha J, Parker R, Bui D, McCarter J, Kramer L, Purcell C, Sudalagunta PR, Canevarolo RR, Coelho Siqueira Silva MD, De Avila G, Alugubelli RR, Silva AS, Kmeiciak M, Ferreira-Gonzalez A, Shain KH, and Grant S
- Subjects
- Animals, Caspase 8 genetics, Cell Line, Tumor, Humans, Mice, NF-kappa B, Histone Deacetylase Inhibitors pharmacology, Multiple Myeloma drug therapy
- Abstract
Interactions between the inhibitor of apoptosis protein antagonist LCL161 and the histone deacetylase inhibitor panobinostat (LBH589) were examined in human multiple myeloma (MM) cells. LCL161 and panobinostat interacted synergistically to induce apoptosis in diverse MM cell lines, including those resistant to bortezomib (PS-R). Similar interactions were observed with other histone deacetylase inhibitors (MS-275) or inhibitors of apoptosis protein antagonists (birinapant). These events were associated with downregulation of the noncanonical (but not the canonical) NF-κB pathway and activation of the extrinsic, caspase-8-related apoptotic cascade. Coexposure of MM cells to LCL161/LBH589 induced TRAF3 upregulation and led to TRAF2 and NIK downregulation, diminished expression of BCL-XL, and induction of γH2A.X. Ectopic expression of TRAF2, NIK, or BCL-XL, or short hairpin RNA TRAF3 knock-down, significantly reduced LCL161/LBH589 lethality, as did ectopic expression of dominant-negative FADD. Stromal/microenvironmental factors failed to diminish LCL161/LBH589-induced cell death. The LCL161/LBH589 regimen significantly increased cell killing in primary CD138+ cells (N = 31) and was particularly effective in diminishing the primitive progenitor cell-enriched CD138-/19+/20+/27+ population (N = 23) but was nontoxic to normal CD34+ cells. Finally, combined LCL161/LBH589 treatment significantly increased survival compared with single-agent treatment in an immunocompetent 5TGM1 murine MM model. Together, these findings argue that LCL161 interacts synergistically with LBH589 in MM cells through a process involving inactivation of the noncanonical NF-κB pathway and activation of the extrinsic apoptotic pathway, upregulation of TRAF3, and downregulation of TRAF2/BCL-XL. Notably, this regimen overcomes various forms of resistance, is active against primary MM cells, and displays significant in vivo activity. This strategy warrants further consideration in MM., (© 2021 by The American Society of Hematology.)
- Published
- 2021
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12. Aerobic training prevents cardiometabolic changes triggered by myocardial infarction in ovariectomized rats.
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Ruberti OM, Sousa AS, Viana LR, Pereira Gomes MF, Medeiros A, Gomes Marcondes MCC, Borges LF, Crestani CC, Mostarda C, Moraes TFDC, Canevarolo RR, Delbin MA, and Rodrigues B
- Subjects
- Animals, Autonomic Nervous System physiopathology, Female, Humans, Metabolic Syndrome, Myocardial Infarction rehabilitation, Ovariectomy, Oxidative Stress genetics, Oxidative Stress physiology, Rats, Rats, Wistar, Exercise physiology, Heart physiopathology, Myocardial Infarction therapy, Physical Conditioning, Animal physiology
- Abstract
This study aimed to evaluate the impact of aerobic training (AT) on autonomic, cardiometabolic, ubiquitin-proteasome activity, and inflammatory changes evoked by myocardial infarction (MI) in ovariectomized rats. Female Wistar rats were ovariectomized and divided into four groups: sedentary + sham (SS), sedentary + MI (SI), AT + sham surgery (TS), AT + MI (TI). AT was performed on a treadmill for 8 weeks before MI. Infarcted rats previously subjected to AT presented improved physical capacity, increased interleukin-10, and decreased pro-inflammatory cytokines. Metabolomic analysis identified and quantified 62 metabolites, 9 were considered significant by the Vip Score. SS, SI, and TS groups presented distinct metabolic profiles; however, TI could not be distinguished from the SS group. MI dramatically increased levels of dimethylamine, and AT prevented this response. Our findings suggest that AT may be useful in preventing the negative changes in functional, inflammatory, and metabolic parameters related to MI in ovariectomized rats., (© 2020 Wiley Periodicals LLC.)
- Published
- 2021
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13. A pharmacodynamic model of clinical synergy in multiple myeloma.
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Sudalagunta P, Silva MC, Canevarolo RR, Alugubelli RR, DeAvila G, Tungesvik A, Perez L, Gatenby R, Gillies R, Baz R, Meads MB, Shain KH, and Silva AS
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- Aged, Antineoplastic Agents administration & dosage, Antineoplastic Agents pharmacokinetics, Dose-Response Relationship, Drug, Drug Synergism, Female, Humans, Antineoplastic Agents therapeutic use, Multiple Myeloma drug therapy, Patient-Specific Modeling
- Abstract
Background: Multiagent therapies, due to their ability to delay or overcome resistance, are a hallmark of treatment in multiple myeloma (MM). The growing number of therapeutic options in MM requires high-throughput combination screening tools to better allocate treatment, and facilitate personalized therapy., Methods: A second-order drug response model was employed to fit patient-specific ex vivo responses of 203 MM patients to single-agent models. A novel pharmacodynamic model, developed to account for two-way combination effects, was tested with 130 two-drug combinations. We have demonstrated that this model is sufficiently parameterized by single-agent and fixed-ratio combination responses, by validating model estimates with ex vivo combination responses for different concentration ratios, using a checkerboard assay. This new model reconciles ex vivo observations from both Loewe and BLISS synergy models, by accounting for the dimension of time, as opposed to focusing on arbitrary time-points or drug effect. Clinical outcomes of patients were simulated by coupling patient-specific drug combination models with pharmacokinetic data., Findings: Combination screening showed 1 in 5 combinations (21.43% by LD50, 18.42% by AUC) were synergistic ex vivo with statistical significance (P < 0.05), but clinical synergy was predicted for only 1 in 10 combinations (8.69%), which was attributed to the role of pharmacokinetics and dosing schedules., Interpretation: The proposed framework can inform clinical decisions from ex vivo observations, thus providing a path toward personalized therapy using combination regimens., Funding: This research was funded by the H. Lee Moffitt Cancer Center Physical Sciences in Oncology (PSOC) Grant (1U54CA193489-01A1) and by H. Lee Moffitt Cancer Center's Team Science Grant. This work has been supported in part by the PSOC Pilot Project Award (5U54CA193489-04), the Translational Research Core Facility at the H. Lee Moffitt Cancer Center & Research Institute, an NCI-designated Comprehensive Cancer Center (P30-CA076292), the Pentecost Family Foundation, and Miles for Moffitt Foundation., (Copyright © 2020 The Author(s). Published by Elsevier B.V. All rights reserved.)
- Published
- 2020
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14. Structural Basis of Colchicine-Site targeting Acylhydrazones active against Multidrug-Resistant Acute Lymphoblastic Leukemia.
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Cury NM, Mühlethaler T, Laranjeira ABA, Canevarolo RR, Zenatti PP, Lucena-Agell D, Barasoain I, Song C, Sun D, Dovat S, Yunes RA, Prota AE, Steinmetz MO, Díaz JF, and Yunes JA
- Abstract
Tubulin is one of the best validated anti-cancer targets, but most anti-tubulin agents have unfavorable therapeutic indexes. Here, we characterized the tubulin-binding activity, the mechanism of action, and the in vivo anti-leukemia efficacy of three 3,4,5-trimethoxy-N-acylhydrazones. We show that all compounds target the colchicine-binding site of tubulin and that none is a substrate of ABC transporters. The crystal structure of the tubulin-bound N-(1'-naphthyl)-3,4,5-trimethoxybenzohydrazide (12) revealed steric hindrance on the T7 loop movement of β-tubulin, thereby rendering tubulin assembly incompetent. Using dose escalation and short-term repeated dose studies, we further report that this compound class is well tolerated to >100 mg/kg in mice. We finally observed that intraperitoneally administered compound 12 significantly prolonged the overall survival of mice transplanted with both sensitive and multidrug-resistant acute lymphoblastic leukemia (ALL) cells. Taken together, this work describes promising colchicine-site-targeting tubulin inhibitors featuring favorable therapeutic effects against ALL and multidrug-resistant cells., (Copyright © 2019 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2019
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15. Photocatalytic and Cytotoxic Effects of Nitrogen-Doped TiO₂ Nanoparticles on Melanoma Cells.
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Zeni PF, Santos DPD, Canevarolo RR, Yunes JA, Padilha FF, Júnior RLCA, Egues SM, and Hernández-Macedo ML
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- Animals, Catalysis, Light, Mice, Nitrogen, Melanoma drug therapy, Nanoparticles therapeutic use, Skin Neoplasms drug therapy, Titanium therapeutic use
- Abstract
Titanium dioxide (TiO2) has attracted attention as a photosensitizer in the field of photodynamic therapy (PDT) due to its low toxicity and high photostability. In the present work, nitrogen-doped TiO2 (N-TiO2) nanoparticles had their photokilling efficiency evaluated on a murine melanoma cell line (B16-F10) and fibroblasts (NIH 3T3). The N-TiO2 nanoparticles were prepared by a modified hydrogen peroxide sol-gel process using triethylamine as nitrogen precursor. XRD measurements showed that all TiO2 and N-TiO2 samples consisted of an anatase crystalline phase and no trace of rutile was detected. N-TiO2 nanoparticles showed higher absorbance in the visible region than pure TiO2. Nanoparticle dosage increase from 0.1 mg/ml to 0.5 mg/ml played a role in cell viability, causing high cytotoxicity in melanoma and fibroblast cells. The cytotoxic potential of N-TiO2 on cells was analyzed using visible light, UV-A irradiation and dark conditions. All samples were cytotoxic in a PDT test, and N-TiO2 caused 93% death in melanoma cells under UV irradiation treatment at 0.5 mg/ml. Gene expression analysis of this sample showed, under ultraviolet photoexcitation, an increase of pro-apoptotic BAX gene expression, suggesting cell death by apoptosis.
- Published
- 2018
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16. Early metabolic response after resistance exercise with blood flow restriction in well-trained men: a metabolomics approach.
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Valério DF, Berton R, Conceição MS, Canevarolo RR, Chacon-Mikahil MPT, Cavaglieri CR, Meirelles GV, Zeri AC, and Libardi CA
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- Adult, Hemodynamics, Humans, Male, Regional Blood Flow physiology, Young Adult, Energy Metabolism physiology, Metabolomics, Resistance Training
- Abstract
The present study aimed to compare the early metabolic response between high-load resistance exercise (HL-RE) and low-load resistance exercise with blood flow restriction (LL-BFR). Nine young, well-trained men participated in a randomized crossover design in which each subject completed LL-BFR, HL-RE, or condition control (no exercise) with a 1-week interval between them. Blood samples were taken immediately before and 5 min after the exercise sessions. Nuclear magnetic resonance spectroscopy identified and quantified 48 metabolites, 6 of which presented significant changes among the exercise protocols. The HL-RE promoted a higher increase in pyruvate, lactate, and alanine compared with the LL-BFR and the control. HL-RE and LL-BFR promoted a higher increase in succinate compared with the control; however, there was no difference between HL-RE and LL-BFR. Also, while there was no difference in acetoacetate between HL-RE and LL-BFR, a greater decrease was observed in both compared with the control. Finally, LL-BFR promoted a greater decrease in choline compared with the control. In conclusion, this study provides by metabolomics a new insight in metabolic response between LL-BFR and HL-RE by demonstrating a distinct response to some metabolites that are not commonly analyzed.
- Published
- 2018
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17. Metabolic time-course response after resistance exercise: A metabolomics approach.
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Berton R, Conceição MS, Libardi CA, Canevarolo RR, Gáspari AF, Chacon-Mikahil MP, Zeri AC, and Cavaglieri CR
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- Energy Metabolism physiology, Humans, Magnetic Resonance Spectroscopy, Male, Muscle Strength physiology, Time Factors, Young Adult, Metabolome physiology, Resistance Training
- Abstract
This study analysed the time course of the global metabolic acute response after resistance exercise (RE), with the use of proton nuclear magnetic resonance (
1 H NMR) spectroscopy. Ten young healthy males performed 4 sets of 10 repetitions at 70% of one-repetition maximum in the leg press and knee extension exercises and had the serum metabolome assessed at 5, 15, 30 and 60 min post-RE. Measurements were also performed 1 h earlier and immediately before the exercises, as an attempt to characterise each participant's serum metabolome at rest. One-way ANOVA was applied and the significance level was set at P ≤ 0.05. RE promoted an increase in 2-hydroxybutyrate, 2-oxoisocaproate, 3-hydroxyisobutyrate, alanine, hypoxanthine, lactate, pyruvate and succinate concentrations. However, isoleucine, leucine, lysine, ornithine and valine had their concentrations decreased post-RE compared with at rest. This is the first study to show significant changes in serum concentration of metabolites such as 2-oxoisocaproate, 2-hydroxybutyrate, 3-hydroxyisobutyrate, lysine, hypoxanthine and pyruvate post-RE, attesting metabolomics as an interesting approach to advance in the understanding of global RE-induced metabolic changes. Moreover, the present data could influence the time point of blood collection in the future studies that aims to investigate metabolism and exercise.- Published
- 2017
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18. Integrative analysis to select cancer candidate biomarkers to targeted validation.
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Kawahara R, Meirelles GV, Heberle H, Domingues RR, Granato DC, Yokoo S, Canevarolo RR, Winck FV, Ribeiro AC, Brandão TB, Filgueiras PR, Cruz KS, Barbuto JA, Poppi RJ, Minghim R, Telles GP, Fonseca FP, Fox JW, Santos-Silva AR, Coletta RD, Sherman NE, and Paes Leme AF
- Subjects
- Cell Line, Tumor, Cluster Analysis, Humans, Immunoblotting, Mass Spectrometry, Real-Time Polymerase Chain Reaction, Tissue Array Analysis, Biomarkers, Tumor analysis, Computational Biology methods, Neoplasms chemistry, Proteomics methods
- Abstract
Targeted proteomics has flourished as the method of choice for prospecting for and validating potential candidate biomarkers in many diseases. However, challenges still remain due to the lack of standardized routines that can prioritize a limited number of proteins to be further validated in human samples. To help researchers identify candidate biomarkers that best characterize their samples under study, a well-designed integrative analysis pipeline, comprising MS-based discovery, feature selection methods, clustering techniques, bioinformatic analyses and targeted approaches was performed using discovery-based proteomic data from the secretomes of three classes of human cell lines (carcinoma, melanoma and non-cancerous). Three feature selection algorithms, namely, Beta-binomial, Nearest Shrunken Centroids (NSC), and Support Vector Machine-Recursive Features Elimination (SVM-RFE), indicated a panel of 137 candidate biomarkers for carcinoma and 271 for melanoma, which were differentially abundant between the tumor classes. We further tested the strength of the pipeline in selecting candidate biomarkers by immunoblotting, human tissue microarrays, label-free targeted MS and functional experiments. In conclusion, the proposed integrative analysis was able to pre-qualify and prioritize candidate biomarkers from discovery-based proteomics to targeted MS.
- Published
- 2015
- Full Text
- View/download PDF
19. N-(1'-naphthyl)-3,4,5-trimethoxybenzohydrazide as microtubule destabilizer: Synthesis, cytotoxicity, inhibition of cell migration and in vivo activity against acute lymphoblastic leukemia.
- Author
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Salum LB, Mascarello A, Canevarolo RR, Altei WF, Laranjeira AB, Neuenfeldt PD, Stumpf TR, Chiaradia-Delatorre LD, Vollmer LL, Daghestani HN, de Souza Melo CP, Silveira AB, Leal PC, Frederico MJ, do Nascimento LF, Santos AR, Andricopulo AD, Day BW, Yunes RA, Vogt A, Yunes JA, and Nunes RJ
- Subjects
- Animals, Anisoles chemical synthesis, Anisoles chemistry, Antineoplastic Agents chemical synthesis, Antineoplastic Agents chemistry, Apoptosis drug effects, Cell Cycle drug effects, Cell Movement drug effects, Cell Proliferation drug effects, Dose-Response Relationship, Drug, Drug Screening Assays, Antitumor, Humans, Hydrazones chemical synthesis, Hydrazones chemistry, Mice, Mice, Inbred NOD, Mice, SCID, Microtubules metabolism, Models, Molecular, Molecular Structure, Neoplasms, Experimental drug therapy, Neoplasms, Experimental pathology, Precursor Cell Lymphoblastic Leukemia-Lymphoma pathology, Structure-Activity Relationship, Tubulin metabolism, Tumor Cells, Cultured, Anisoles pharmacology, Antineoplastic Agents pharmacology, Hydrazones pharmacology, Microtubules drug effects, Precursor Cell Lymphoblastic Leukemia-Lymphoma drug therapy
- Abstract
Tubulin-interacting agents, like vinca alkaloid and taxanes, play a fundamental role in cancer chemotherapy, making cellular microtubules (MT), one of the few validated anticancer targets. Cancer resistance to classical MT inhibitors has motivated the development of novel molecules with increased efficacy and lower toxicity. Aiming at designing structurally-simple inhibitors of MT assembly, we synthesized a series of thirty-one 3,4,5-trimethoxy-hydrazones and twenty-five derivatives or analogs. Docking simulations suggested that a representative N-acylhydrazone could adopt an appropriate stereochemistry inside the colchicine-binding domain of tubulin. Several of these compounds showed anti-leukemia effects in the nanomolar concentration range. Interference with MT polymerization was validated by the compounds' ability to inhibit MT assembly at the biochemical and cellular level. Selective toxicity investigations done with the most potent compound, a 3,4,5-trimethoxy-hydrazone with a 1-naphthyl group, showed remarkably selective toxicity against leukemia cells in comparison with stimulated normal lymphocytes, and no acute toxicity in vivo. Finally, this molecule was as active as vincristine in a murine model of human acute lymphoblastic leukemia at a weekly dose of 1 mg/kg., (Copyright © 2015 Elsevier Masson SAS. All rights reserved.)
- Published
- 2015
- Full Text
- View/download PDF
20. Xanthan Gum Removal for 1H-NMR Analysis of the Intracellular Metabolome of the Bacteria Xanthomonas axonopodis pv. citri 306.
- Author
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Pegos VR, Canevarolo RR, Sampaio AP, Balan A, and Zeri AC
- Abstract
Xanthomonas is a genus of phytopathogenic bacteria, which produces a slimy, polysaccharide matrix known as xanthan gum, which involves, protects and helps the bacteria during host colonization. Although broadly used as a stabilizer and thickener in the cosmetic and food industries, xanthan gum can be a troubling artifact in molecular investigations due to its rheological properties. In particular, a cross-reaction between reference compounds and the xanthan gum could compromise metabolic quantification by NMR spectroscopy. Aiming at an efficient gum extraction protocol, for a 1H-NMR-based metabolic profiling study of Xanthomonas, we tested four different interventions on the broadly used methanol-chloroform extraction protocol for the intracellular metabolic contents observation. Lower limits for bacterial pellet volumes for extraction were also probed, and a strategy is illustrated with an initial analysis of X. citri's metabolism by 1H-NMR spectroscopy.
- Published
- 2014
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- View/download PDF
21. Cytotoxic 3,4,5-trimethoxychalcones as mitotic arresters and cell migration inhibitors.
- Author
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Salum LB, Altei WF, Chiaradia LD, Cordeiro MN, Canevarolo RR, Melo CP, Winter E, Mattei B, Daghestani HN, Santos-Silva MC, Creczynski-Pasa TB, Yunes RA, Yunes JA, Andricopulo AD, Day BW, Nunes RJ, and Vogt A
- Subjects
- Animals, Cell Line, Tumor, Cell Proliferation drug effects, Cell Survival drug effects, Cells, Cultured, Chalcones chemistry, Dose-Response Relationship, Drug, Humans, Jurkat Cells, Mice, Models, Chemical, Models, Molecular, Molecular Conformation, Molecular Structure, NIH 3T3 Cells, Polymerization drug effects, Tubulin metabolism, Cell Cycle Checkpoints drug effects, Cell Movement drug effects, Chalcones chemical synthesis, Chalcones pharmacology
- Abstract
Based on classical colchicine site ligands and a computational model of the colchicine binding site on beta tubulin, two classes of chalcone derivatives were designed, synthesized and evaluated for inhibition of tubulin assembly and toxicity in human cancer cell lines. Docking studies suggested that the chalcone scaffold could fit the colchicine site on tubulin in an orientation similar to that of the natural product. In particular, a 3,4,5-trimethoxyphenyl ring adjacent to the carbonyl group appeared to benefit the ligand-tubulin interaction, occupying the same subcavity as the corresponding moiety in colchicine. Consistent with modeling predictions, several 3,4,5-trimethoxychalcones showed improved cytotoxicity to murine acute lymphoblastic leukemia cells compared with a previously described parent compound, and inhibited tubulin assembly in vitro as potently as colchicine. The most potent chalcones inhibited the growth of human leukemia cell lines at nanomolar concentrations, caused microtubule destabilization and mitotic arrest in human cervical cancer cells, and inhibited human breast cancer cell migration in scratch wound and Boyden chamber assays., (Copyright © 2013 Elsevier Masson SAS. All rights reserved.)
- Published
- 2013
- Full Text
- View/download PDF
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