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Fernandez-Gil BI, Larion M. Editorial: CNS tumor metabolism: targets, markers, and challenges. Front Cell Neurosci 2024; 18:1401687. [PMID: 38601024 PMCID: PMC11004483 DOI: 10.3389/fncel.2024.1401687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 03/19/2024] [Indexed: 04/12/2024] Open
Affiliation(s)
| | - Mioara Larion
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute (NIH), Bethesda, MD, United States
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2
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Gauthier T, Yao C, Dowdy T, Jin W, Lim YJ, Patiño LC, Liu N, Ohlemacher SI, Bynum A, Kazmi R, Bewley CA, Mitrovic M, Martin D, Morell RJ, Eckhaus M, Larion M, Tussiwand R, O'Shea JJ, Chen W. TGF-β uncouples glycolysis and inflammation in macrophages and controls survival during sepsis. Sci Signal 2023; 16:eade0385. [PMID: 37552767 DOI: 10.1126/scisignal.ade0385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 07/14/2023] [Indexed: 08/10/2023]
Abstract
Changes in metabolism of macrophages are required to sustain macrophage activation in response to different stimuli. We showed that the cytokine TGF-β (transforming growth factor-β) regulates glycolysis in macrophages independently of inflammatory cytokine production and affects survival in mouse models of sepsis. During macrophage activation, TGF-β increased the expression and activity of the glycolytic enzyme PFKL (phosphofructokinase-1 liver type) and promoted glycolysis but suppressed the production of proinflammatory cytokines. The increase in glycolysis was mediated by an mTOR-c-MYC-dependent pathway, whereas the inhibition of cytokine production was due to activation of the transcriptional coactivator SMAD3 and suppression of the activity of the proinflammatory transcription factors AP-1, NF-κB, and STAT1. In mice with LPS-induced endotoxemia and experimentally induced sepsis, the TGF-β-induced enhancement in macrophage glycolysis led to decreased survival, which was associated with increased blood coagulation. Analysis of septic patient cohorts revealed that the expression of PFKL, TGFBRI (which encodes a TGF-β receptor), and F13A1 (which encodes a coagulation factor) in myeloid cells positively correlated with COVID-19 disease. Thus, these results suggest that TGF-β is a critical regulator of macrophage metabolism and could be a therapeutic target in patients with sepsis.
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Affiliation(s)
- Thierry Gauthier
- Mucosal Immunology Section, National Institutes of Dental and Craniofacial Research (NIDCR), National Institutes of Health, Bethesda, MD 20892, USA
| | - Chen Yao
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Tyrone Dowdy
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Wenwen Jin
- Mucosal Immunology Section, National Institutes of Dental and Craniofacial Research (NIDCR), National Institutes of Health, Bethesda, MD 20892, USA
| | - Yun-Ji Lim
- Mucosal Immunology Section, National Institutes of Dental and Craniofacial Research (NIDCR), National Institutes of Health, Bethesda, MD 20892, USA
| | - Liliana C Patiño
- Mucosal Immunology Section, National Institutes of Dental and Craniofacial Research (NIDCR), National Institutes of Health, Bethesda, MD 20892, USA
| | - Na Liu
- Mucosal Immunology Section, National Institutes of Dental and Craniofacial Research (NIDCR), National Institutes of Health, Bethesda, MD 20892, USA
| | - Shannon I Ohlemacher
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Andrew Bynum
- Mucosal Immunology Section, National Institutes of Dental and Craniofacial Research (NIDCR), National Institutes of Health, Bethesda, MD 20892, USA
| | - Rida Kazmi
- Mucosal Immunology Section, National Institutes of Dental and Craniofacial Research (NIDCR), National Institutes of Health, Bethesda, MD 20892, USA
| | - Carole A Bewley
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Mladen Mitrovic
- Immune Regulation Unit, National Institutes of Dental and Craniofacial Research (NIDCR), National Institutes of Health, Bethesda, MD 20892, USA
| | - Daniel Martin
- Genomics and Computational Biology Core, National Institute on Deafness and Other Communication Disorders, National Institutes of Health, Bethesda, MD 20892, USA
| | - Robert J Morell
- Genomics and Computational Biology Core, National Institute on Deafness and Other Communication Disorders, National Institutes of Health, Bethesda, MD 20892, USA
| | - Michael Eckhaus
- Division of Veterinary Resources, Pathology Service, National Institutes of Health, Bethesda, MD 20892, USA
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Roxane Tussiwand
- Immune Regulation Unit, National Institutes of Dental and Craniofacial Research (NIDCR), National Institutes of Health, Bethesda, MD 20892, USA
| | - John J O'Shea
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - WanJun Chen
- Mucosal Immunology Section, National Institutes of Dental and Craniofacial Research (NIDCR), National Institutes of Health, Bethesda, MD 20892, USA
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Abstract
Despite advances in understanding tumor biology, malignant gliomas remain incurable. While immunotherapy has improved outcomes in other cancer types, comparable efficacy has not yet been demonstrated for primary cancers of the central nervous system (CNS). T cell exhaustion, defined as a progressive decrease in effector function, sustained expression of inhibitory receptors, metabolic dysfunction, and distinct epigenetic and transcriptional alterations, contributes to the failure of immunotherapy in the CNS. Herein, we describe recent advances in understanding the drivers of T cell exhaustion in the glioma microenvironment. We discuss the extrinsic and intrinsic factors that contribute to exhaustion and highlight potential avenues for reversing this phenotype. Our ability to directly target specific immunosuppressive drivers in brain cancers would be a major advance in immunotherapy.
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Affiliation(s)
- Matthew B Watowich
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Mark R Gilbert
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Mioara Larion
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
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Zhang L, Zhang L, Dowdy T, Lita A, Suzuki R, Kida S, Ooishi T, Koizumi S, Kurozumi K, Larion M. CBMS-5 STEAROYL-COA DESATURASE INHIBITOR INDUCES APOPTOSIS VIA ENHANCING LIPOLYSIS IN IDH MUTANT GLIOMA. Neurooncol Adv 2022. [DOI: 10.1093/noajnl/vdac167.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Abstract
Abstract
Background
Little is known about the antineoplastic effect and the mechanism of Stearoyl-CoA desaturase (SCD) inhibitor which catalyzes the biosynthesis of monounsaturated fatty acids (MUFA). Mutant isocitrate dehydrogenase (IDH) catalyzes the NADPH-mediated reduction of α-ketoglutarate (αKG) to 2-hydroxyglutarate (2HG) and causes metabolic reprograming of lipid. In this study, to develop a feasible drug for IDH mutant glioma, we have investigated the changes of the lipid distribution and the mechanism of antineoplastic effect of SCD inhibition in IDH mutant glioma.
Materials and Methods
We prepared genetically engineered glioma cell lines (U251 wild type: U251WT and U251 IDH mutant: U251mut) and patient derived cell lines (TS603 and GSC923). Lipid metabolic analysis was conducted by using Raman imaging spectroscopy and LC-MS, and functional analysis for the role of SCD expression in IDH mutant glioma was investigated by RNA sequence and Western-blotting. Results: In LC-MS analysis of the extracted Endoplasmic Reticulum, MUFAs were distributed significantly higher in IDH mutant than wild type. SCD expression was increased in IDH mutant compared to wild type due to 2HG-mediated upregulation of SCD. Therefore, IDH mutant in which SCD expression level was high indicated high sensitivity to SCD inhibitor, and apoptosis was highly induced in IDH mutant compared to wild type. RNA sequencing was performed in U251mut treated with SCD inhibitor compared to U251mut treated with DMSO, and lipid droplet metabolism-associated RNA expression was significantly changed in U251mut treated with SCD inhibitor. We checked lipid droplet in U251mut with presence or absence of SCD inhibitor, and lipolysis was induced by SCD inhibitor treatment, suggesting that SCD inhibition is associated with the apoptosis in IDH mutant via enhanced lipolysis mechanism.
Conclusions
2HG produced in IDH mutant glioma directly induces SCD expression and enhances sensitivity to SCD inhibitor, which suggests that SCD inhibitor is an IDH mutant glioma-specific treatment strategy.
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Affiliation(s)
- Lumin Zhang
- The Department of Neurosurgery, Hamamatsu University School of Medicine
| | - Lumin Zhang
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health
| | - Tyrone Dowdy
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health
| | - Adrian Lita
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health
| | - Ryoichi Suzuki
- The Department of Neurosurgery, Hamamatsu University School of Medicine
| | - Satoru Kida
- The Department of Neurosurgery, Hamamatsu University School of Medicine
| | - Tomoya Ooishi
- The Department of Neurosurgery, Hamamatsu University School of Medicine
| | | | - Kazuhiko Kurozumi
- The Department of Neurosurgery, Hamamatsu University School of Medicine
| | - Mioara Larion
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health
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Yamasaki T, Lita A, Zhang L, Dowdy T, Koizumi S, Kurozumi K, Gilbert M, Larion M. TMET-03. STEAROYL-COA DESATURASE INHIBITOR SUPPRESSES IDH MUTANT GLIOMA GROWTH VIA ENHANCING LIPOLYSIS. Neuro Oncol 2022. [PMCID: PMC9661161 DOI: 10.1093/neuonc/noac209.1008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
BACKGROUND
Mutant isocitrate dehydrogenase (IDH) produces 2-hydroxyglutarate (D2HG) and causes metabolic reprograming, but so far, little is known about the role of mutant IDH and D2HG in de novo lipogenesis and fatty acids synthesis. In this study, to develop a feasible drug for IDH mutant glioma, we targeted Stearoyl-CoA desaturase 1 (SCD1) catalyzing the biosynthesis of monosaturated fatty acids (MUFA) to suppress IDH mutant glioma progression. Materials and
METHODS
We prepared genetically engineered glioma cell lines (U251 wild type: U251WT and U251 IDHR132H mutant: U251RH), normal human astrocytes (empty vector induced-NHA: NHAEV and IDHR132H mutant: NHARH) and patient derived cell lines. Lipid metabolic analysis was conducted by using LC-MS, and functional analysis for the role of SCD1 expression was investigated by RNA sequence and Western-blotting.
RESULTS
LC-MS analysis of extracted Endoplasmic Reticulum revealed that there was significantly higher amount of MUFA in IDH mutant than wild type. SCD1 expression was increased in IDH mutant compared to wild type due to D2HG-mediated upregulation of SCD1 in IDH mutant. Therefore, IDH mutant in which SCD1 expression level was higher than wild type indicated high sensitivity to SCD inhibitor, and apoptosis was highly induced in IDH mutant compared to wild type. RNA sequencing was performed in U251RH treated with SCD inhibitor compared to U251RH treated with DMSO, and lipid droplet metabolism-associated RNA expression was significantly changed in SCD inhibitor-treated U251RH. Based on the RNA sequence data, we checked lipid droplet in U251RH with presence or absence of SCD inhibitor, and lipolysis was induced by SCD inhibitor treatment, suggesting that SCD inhibition is associated with the apoptosis in IDH mutant via enhanced lipolysis mechanism.
CONCLUSIONS
D2HG produced in IDH mutant glioma directly induces SCD1 expression and enhances sensitivity to SCD inhibitor, which suggests that SCD inhibitor would be IDH mutant glioma-specific treatment strategy.
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Affiliation(s)
- Tomohiro Yamasaki
- Department of Neurosurgery, Hamamatsu University School of Medicine , Hamamatsu , Japan
| | - Adrian Lita
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
| | - Lumin Zhang
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
| | - Tyrone Dowdy
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Fairfax, VA , USA
| | - Shinichiro Koizumi
- Department of Neurosurgery, Hamamatsu University School of Medicine, Hamamatsu , Shizuoka , Japan
| | - Kazuhiko Kurozumi
- Department of Neurosurgery, Hamamatsu University School of Medicine, Hamamatsu , Shizuoka , Japan
| | - Mark Gilbert
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health , Bethesda, MD , USA
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
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Zhang L, Yamasaki T, Dowdy T, Lita A, Gilbert M, Larion M. CSIG-40. STEAROYL-COA DESATURASE 1 (SCD1) IS REQUIRED FOR WNT SIGNALING TO INDUCE AN APOPTOSIS IN IDH MUTANT GLIOMA. Neuro Oncol 2022. [PMCID: PMC9660826 DOI: 10.1093/neuonc/noac209.189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
BACKGROUND AND HYPOTHESES
SCD1, a major enzyme of saturated fatty acids, has been implicated to be important for tumor metabolic reprograming. Our previous study show that a high level of SCD1 mRNA is associated with IDH1mut lower grade gliomas. IDH1mut glioma cells are more sensitive to SFA induced apoptosis. However, the underlying mechanism remains unclear. In this study, we investigate the functions of SCD1 in IDHmut glioma and the potential contribution of SCD1 for cancer therapy of glioma.
STUDY DESIGN AND METHODS
The genetically engineered IDH wild-type, IDHmut and patient derived glioma cell lines were used to evaluate SCD1 functions. The expression of proteins were checked by Western-blotting assay. SCD1 was silenced by CRISPR or siRNA. The transcriptome change after SCD1 knockdown was profiled by RNA-seq or single cell RNA-seq (scRNA-seq).
RESULTS AND CONCLUSIONS
SCD1 transient silencing slowed down the cell growth, suggesting that SCD1 may possess an oncogenic property. RNA-seq analysis revealed that SCD1 inhibition decreased the expression of wnt-signaling pathway genes in IDH-1mut cells. scRNA confirmed that CRISPR SCD1 significantly decreased wnt signaling in the patient cell line Ts603. Therefore, we activated wnt pathway using a small chemical compound, BML-2838. Consistent with recent studies, wnt pathway induction led to a dramatically suppression of glioma cells growth. However, SCD1 silencing reversed this inhibitory effect. Further investigation revealed that SCD1 inhibition reduced the nucleus translocation of phosphorylated beta-catenin. Overall, the results suggest that SCD1 is vital for the onset of wnt pathway in glioma cells. High level of SCD1 expression may render the IDHmut glioma cells more sensitive to wnt pathway induced apoptosis.
RELEVANCE AND IMPORTANCE
In clinical, the 5-years survival rate of glioma remains low. SCD1 have been considered as a target for glioma therapy, recently. Our data provides a new insight on the strategy to target SCD1 in clinical.
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Affiliation(s)
- Lumin Zhang
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
| | - Tomohiro Yamasaki
- Department of Neurosurgery, Hamamatsu University School of Medicine , Hamamatsu , Japan
| | - Tyrone Dowdy
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Fairfax, VA , USA
| | - Adrian Lita
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
| | - Mark Gilbert
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health , Bethesda, MD , USA
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
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Zaibaq F, Dowdy T, Larion M. TMET-36. ACID CERAMIDASE INHIBITION EXPLOITS SPHINGOLIPID VULNERABILITIES IN IDH MUTANT GLIOMAS. Neuro Oncol 2022. [PMCID: PMC9661254 DOI: 10.1093/neuonc/noac209.1041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
The presence of the IDH mutation in gliomas is a major classifier of brain tumor subtypes and has several important implications for cancer growth. Our recent work uncovered that IDH-mutant tumors are susceptible to increased apoptosis via alterations of the sphingolipid pathway due to their excess production of pro-apoptotic ceramides over pro-proliferative sphingosine 1-phosphate (S1P). To that end, we proposed that this rheostat can be modulated to induce cell death in IDHmut tumors by targeting acid ceramidase, a critical sphingolipid enzyme in gliomas. We hypothesize that pharmacological inhibition of acid ceramidase will increase ceramide levels and therefore induce apoptosis in IDHmutgliomas. Using a preliminary drug screen, we have identified a group of haloacetate C2-ceramide derivatives known as SOBRACs that potently inhibit acid ceramidase. We selected five candidate compounds from this family and assessed the effectiveness of each drug in 3 I IDHmut (BT142, TS603, & U251mut) and 3 IDHmut (GSC923, GSC827, U251wt) patient-derived glioma cell lines, as well as non-immortalized normal human astrocytes, using the CCK8 cell viability assay. Our results indicate that the SOBRAC drugs are nearly 10 times more potent in IDH-mutant tumors compared to IDHmut cell lines. Additionally, the SOBRAC drugs are more effective than other known acid ceramidase inhibitors, making them attractive as potential novel therapeutics. To date, azide-SOBRAC is the most potent drug in the family, with EC50 value of 300 nM in BT142 cells (IDHmutmut
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Affiliation(s)
- Faris Zaibaq
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
| | - Tyrone Dowdy
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Fairfax, VA , USA
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
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Dowdy T, Yamasaki T, Li A, Zhang L, Zaibaq F, Lita A, Gilbert M, Larion M. DDDR-09. TARGETED DYSREGULATION OF SPHINGOLIPID RHEOSTAT BALANCE IN IDH1MUT GLIOMAS TRIGGERS PRO-APOPTOTIC METABOLIC AND SIGNALING ACTIVITY. Neuro Oncol 2022. [PMCID: PMC9660484 DOI: 10.1093/neuonc/noac209.374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
BACKGROUND
IDHwt gliomas exhibit sphingolipid rheostat balance that permits tumors to evade apoptosis by elevating the sphingosine-1-phosphate (S1P)-to-ceramide ratio. Overexpression of sphingosine kinase (SPHK) and consequent accumulation of S1P contribute to progression, chemoresistance, migration, and metastasis in malignant glioblastoma (GBM). We discovered that IDH1mut gliomas present a characteristic sphingolipid rheostat in which pro-apoptotic ceramides and sphingosines are elevated over oncopotent S1P. This characteristic involves inherent silencing of the SPHK2; obliging spheroids to rely on SPHK1 exclusively. We postulated that targeting this unique metabolic vulnerability would abrogate the growth-promoting and anti-apoptotic effects of S1P.
METHODS
IDH1mut glioma cell lines (TS603, BT142 & NCH1681) and empty vector-induced normal human astrocytes (NHAEV) were cultured and treated with a combination of SPHK1 inhibitor, N,N-dimethylsphingosine and C17-sphingosine to dysregulate sphingolipid rheostat. Biostatic response (i.e., IC50) was measured via spectrophotometric assay. Metabolic and signaling mechanisms were investigated by LC-MS lipidomic and RNA sequencing analysis. Mechanism of apoptosis was determined via western-blotting.
RESULTS
Following combination treatment, a global increase in ceramides, sphingosines, and their derivatives over S1P was detected in the sphingolipid rheostat. A decline in growth-promoting MAPK signaling enzymes and elevation of enzymes indicative of mitochondria-driven apoptosis occurred. Elevation of TNFα-related regulatory enzymes (NR1H3, MYLIP, INSIG, ABCA1) negatively impacted cholesterol homeostasis along with catalytic enzymes involved in cholesterol (and isoprenoid) biosynthesis. The effective concentration against IDH1mut spheroids was not cytotoxic to NHA spheroids.
CONCLUSION
The combination treatment potentiated a pro-apoptotic shift in sphingolipidome and revealed a novel mechanism of drug action involving concomitant global attenuation of cholesterol metabolism. While previous studies reported that decreasing cholesterol in gliomas compromises viability and induces apoptosis a link between cholesterol and sphingolipid metabolism remains unknown. Our data demonstrated that targeting sphingolipid rheostat triggers a cascade of pro-apoptotic signaling and metabolic activity that lower the threshold for apoptosis in IDHmut gliomas.
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Affiliation(s)
- Tyrone Dowdy
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Fairfax, VA , USA
| | - Tomohiro Yamasaki
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
| | - Aiguo Li
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
| | - Lumin Zhang
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
| | - Faris Zaibaq
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
| | - Adrian Lita
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
| | - Mark Gilbert
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health , Bethesda, MD , USA
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
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9
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Lita A, Sjöberg J, Filipescu S, Celiku O, Petre L, Gilbert M, Noushmehr H, Petre I, Larion M. BIOM-60. APOLLO: RAMAN-BASED PATHOLOGY OF MALIGNANT GLIOMA. Neuro Oncol 2022. [PMCID: PMC9660923 DOI: 10.1093/neuonc/noac209.070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
Methylation classification is an essential component for integrative diagnosis in glioma, however, the DNA methylation classification is not always available for all the samples. We hypothesized that Raman spectroscopy might be suitable to predict the glioma methylome, based upon its ability to create a molecular fingerprint of the tumor and would provide biological insights into the discriminatory features. Raman Spectroscopy was used for molecular fingerprinting of the regions of interest using 1mm2 FFPE tissue spots from 45 patient samples with LGm1 to LGm6 methylation subtypes. Spectral information was then used to train a convolutional neural network (CNN), capable of detecting the glioma methylation subtypes. 70 % of the dataset was used for model training while the remaining 30% for validation. We demonstrate that Raman spectroscopy can accurately and rapidly classify gliomas according to their methylation subtype from achieved FFPE samples, as a novel way to obtain classification. For each sample we ran Ward linkage clustering with a variable number of clusters (from 2 to 7), with the majority cluster corresponding to tumor spots and the others corresponding to (various types of) non-tumor spots. The average accuracy over all samples was 90:3%, the average precision was 99:6% and the average recall was 90:2%. We show that Raman spectroscopy together with artificial intelligence can predict the methylome of glioma samples and augment the ability to classify these tumors retrospectively. The non-destructive nature of this method and the ability to be applied on FFPE samples directly, allows the histopathologist to reuse of the same slide for subsequent staining and downstream analyses.
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Affiliation(s)
- Adrian Lita
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
| | | | | | - Orieta Celiku
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health , Bethesda, MD , USA
| | | | - Mark Gilbert
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health , Bethesda, MD , USA
| | | | - Ion Petre
- Åbo Akademi University , TURKU , Finland
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute (NCI/NIH) , Bethesda, MD , USA
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10
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Friedenberg MD, Lita A, Gilbert MR, Larion M, Celiku O. Probabilistic model checking of cancer metabolism. Sci Rep 2022; 12:18870. [PMID: 36344581 PMCID: PMC9640632 DOI: 10.1038/s41598-022-21846-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 10/04/2022] [Indexed: 11/09/2022] Open
Abstract
Cancer cell metabolism is often deregulated as a result of adaption to meeting energy and biosynthesis demands of rapid growth or direct mutation of key metabolic enzymes. Better understanding of such deregulation can provide new insights on targetable vulnerabilities, but is complicated by the difficulty in probing cell metabolism at different levels of resolution and under different experimental conditions. We construct computational models of glucose and glutamine metabolism with focus on the effect of IDH1/2-mutations in cancer using a combination of experimental metabolic flux data and patient-derived gene expression data. Our models demonstrate the potential of computational exploration to reveal biologic behavior: they show that an exogenously-mutated IDH1 experimental model utilizes glutamine as an alternative carbon source for lactate production under hypoxia, but does not fully-recapitulate the patient phenotype under normoxia. We also demonstrate the utility of using gene expression data as a proxy for relative differences in metabolic activity. We use the approach of probabilistic model checking and the freely-available Probabilistic Symbolic Model Checker to construct and reason about model behavior.
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Affiliation(s)
| | - Adrian Lita
- grid.48336.3a0000 0004 1936 8075National Cancer Institute, Bethesda, MD 20892 USA
| | - Mark R. Gilbert
- grid.48336.3a0000 0004 1936 8075National Cancer Institute, Bethesda, MD 20892 USA
| | - Mioara Larion
- grid.48336.3a0000 0004 1936 8075National Cancer Institute, Bethesda, MD 20892 USA
| | - Orieta Celiku
- grid.48336.3a0000 0004 1936 8075National Cancer Institute, Bethesda, MD 20892 USA
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11
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Ruiz-Rodado V, Dowdy T, Lita A, Kramp T, Zhang M, Shuboni-Mulligan D, Herold-Mende C, Armstrong TS, Gilbert MR, Camphausen K, Larion M. Metabolic biomarkers of radiotherapy response in plasma and tissue of an IDH1 mutant astrocytoma mouse model. Front Oncol 2022; 12:979537. [DOI: 10.3389/fonc.2022.979537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 10/03/2022] [Indexed: 11/13/2022] Open
Abstract
Astrocytomas are the most common subtype of brain tumors and no curative treatment exist. Longitudinal assessment of patients, usually via Magnetic Resonance Imaging (MRI), is crucial since tumor progression may occur earlier than clinical progression. MRI usually provides a means for monitoring the disease, but it only informs about the structural changes of the tumor, while molecular changes can occur as a treatment response without any MRI-visible change. Radiotherapy (RT) is routinely performed following surgery as part of the standard of care in astrocytomas, that can also include chemotherapy involving temozolomide. Monitoring the response to RT is a key factor for the management of patients. Herein, we provide plasma and tissue metabolic biomarkers of treatment response in a mouse model of astrocytoma that was subjected to radiotherapy. Plasma metabolic profiles acquired over time by Liquid Chromatography Mass Spectrometry (LC/MS) were subjected to multivariate empirical Bayes time-series analysis (MEBA) and Receiver Operating Characteristic (ROC) assessment including Random Forest as the classification strategy. These analyses revealed a variation of the plasma metabolome in those mice that underwent radiotherapy compared to controls; specifically, fumarate was the best discriminatory feature. Additionally, Nuclear Magnetic Resonance (NMR)-based 13C-tracing experiments were performed at end-point utilizing [U-13C]-Glutamine to investigate its fate in the tumor and contralateral tissues. Irradiated mice displayed lower levels of glycolytic metabolites (e.g. phosphoenolpyruvate) in tumor tissue, and a higher flux of glutamine towards succinate was observed in the radiation cohort. The plasma biomarkers provided herein could be validated in the clinic, thereby improving the assessment of brain tumor patients throughout radiotherapy. Moreover, the metabolic rewiring associated to radiotherapy in tumor tissue could lead to potential metabolic imaging approaches for monitoring treatment using blood draws.
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12
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Ali A, Davidson S, Fraenkel E, Gilmore I, Hankemeier T, Kirwan JA, Lane AN, Lanekoff I, Larion M, McCall LI, Murphy M, Sweedler JV, Zhu C. Single cell metabolism: current and future trends. Metabolomics 2022; 18:77. [PMID: 36181583 PMCID: PMC10063251 DOI: 10.1007/s11306-022-01934-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 09/05/2022] [Indexed: 11/29/2022]
Abstract
Single cell metabolomics is an emerging and rapidly developing field that complements developments in single cell analysis by genomics and proteomics. Major goals include mapping and quantifying the metabolome in sufficient detail to provide useful information about cellular function in highly heterogeneous systems such as tissue, ultimately with spatial resolution at the individual cell level. The chemical diversity and dynamic range of metabolites poses particular challenges for detection, identification and quantification. In this review we discuss both significant technical issues of measurement and interpretation, and progress toward addressing them, with recent examples from diverse biological systems. We provide a framework for further directions aimed at improving workflow and robustness so that such analyses may become commonly applied, especially in combination with metabolic imaging and single cell transcriptomics and proteomics.
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Affiliation(s)
- Ahmed Ali
- Leiden Academic Centre for Drug Research, University of Leiden, Gorlaeus Building Einsteinweg 55, 2333 CC, Leiden, The Netherlands
| | - Shawn Davidson
- Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ, USA
| | - Ernest Fraenkel
- Department of Biological Engineering and the Computational and Systems Biology Program, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Ian Gilmore
- National Physical Laboratory, Teddington, TW11 0LW, Middlesex, UK
| | - Thomas Hankemeier
- Leiden Academic Centre for Drug Research, University of Leiden, Room number GW4.07, Gorlaeus Building, Einsteinweg 55, 2333 CC, Leiden, The Netherlands
| | - Jennifer A Kirwan
- Berlin Institute of Health, Metabolomics Platform, Translational Research Unit of the Charite-Universitätsmedizin Berlin, Anna-Louisa-Karsch-Str 2, 10178, Berlin, Germany
| | - Andrew N Lane
- Department of Toxicology and Cancer Biology, and Center for Environmental and Systems Biochemistry, University of Kentucky, 789 S. Limestone St, Lexington, KY, 40536, USA.
| | - Ingela Lanekoff
- Department of Chemistry-BMC, Uppsala University, Husargatan 3 (576), 751 23, Uppsala, Sweden
| | - Mioara Larion
- Center for Cancer Research, National Cancer Institute, Building 37, Room 1136A, Bethesda, MD, 20892, USA
| | - Laura-Isobel McCall
- Department of Chemistry & Biochemistry, Department of Microbiology and Plant Biology, Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, 101 Stephenson Parkway, room 3750, Norman, OK, 73019-5251, USA
| | - Michael Murphy
- Departments of Biological Engineering, Department of Electrical Engineering, and Computer Science and the Computational and Systems Biology Program, Massachusetts Institute of Technology, Cambridge, USA
| | - Jonathan V Sweedler
- Department of Chemistry, and the Beckman Institute, University of Illinois Urbana-Champaign, 505 South Mathews Avenue, Urbana, IL, 61801, USA
| | - Caigang Zhu
- Department of Biomedical Engineering, University of Kentucky, Lexington, KY, 40536, USA
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13
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Doyle MT, Jimah JR, Dowdy T, Ohlemacher SI, Larion M, Hinshaw JE, Bernstein HD. Cryo-EM structures reveal multiple stages of bacterial outer membrane protein folding. Cell 2022; 185:1143-1156.e13. [PMID: 35294859 DOI: 10.1016/j.cell.2022.02.016] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 12/01/2021] [Accepted: 02/13/2022] [Indexed: 02/08/2023]
Abstract
Transmembrane β barrel proteins are folded into the outer membrane (OM) of Gram-negative bacteria by the β barrel assembly machinery (BAM) via a poorly understood process that occurs without known external energy sources. Here, we used single-particle cryo-EM to visualize the folding dynamics of a model β barrel protein (EspP) by BAM. We found that BAM binds the highly conserved "β signal" motif of EspP to correctly orient β strands in the OM during folding. We also found that the folding of EspP proceeds via "hybrid-barrel" intermediates in which membrane integrated β sheets are attached to the essential BAM subunit, BamA. The structures show an unprecedented deflection of the membrane surrounding the EspP intermediates and suggest that β sheets progressively fold toward BamA to form a β barrel. Along with in vivo experiments that tracked β barrel folding while the OM tension was modified, our results support a model in which BAM harnesses OM elasticity to accelerate β barrel folding.
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Affiliation(s)
- Matthew Thomas Doyle
- Genetics and Biochemistry Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - John R Jimah
- Laboratory of Cell and Molecular Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Tyrone Dowdy
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Shannon I Ohlemacher
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Jenny E Hinshaw
- Laboratory of Cell and Molecular Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA.
| | - Harris D Bernstein
- Genetics and Biochemistry Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA.
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14
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Mortazavi A, Fayed I, Bachani M, Dowdy T, Jahanipour J, Khan A, Owotade J, Walbridge S, Inati SK, Steiner J, Wu J, Gilbert M, Yang CZ, Larion M, Maric D, Ksendzovsky A, Zaghloul KA. IDH-mutated gliomas promote epileptogenesis through d-2-hydroxyglutarate-dependent mTOR hyperactivation. Neuro Oncol 2022; 24:1423-1435. [PMID: 34994387 PMCID: PMC9435503 DOI: 10.1093/neuonc/noac003] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [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: 01/07/2023] Open
Abstract
BACKGROUND Uncontrolled seizures in patients with gliomas have a significant impact on quality of life and morbidity, yet the mechanisms through which these tumors cause seizures remain unknown. Here, we hypothesize that the active metabolite d-2-hydroxyglutarate (d-2-HG) produced by the IDH-mutant enzyme leads to metabolic disruptions in surrounding cortical neurons that consequently promote seizures. METHODS We use a complementary study of in vitro neuron-glial cultures and electrographically sorted human cortical tissue from patients with IDH-mutant gliomas to test this hypothesis. We utilize micro-electrode arrays for in vitro electrophysiological studies in combination with pharmacological manipulations and biochemical studies to better elucidate the impact of d-2-HG on cortical metabolism and neuronal spiking activity. RESULTS We demonstrate that d-2-HG leads to increased neuronal spiking activity and promotes a distinct metabolic profile in surrounding neurons, evidenced by distinct metabolomic shifts and increased LDHA expression, as well as upregulation of mTOR signaling. The increases in neuronal activity are induced by mTOR activation and reversed with mTOR inhibition. CONCLUSION Together, our data suggest that metabolic disruptions in the surrounding cortex due to d-2-HG may be a driving event for epileptogenesis in patients with IDH-mutant gliomas.
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Affiliation(s)
- Armin Mortazavi
- Surgical Neurology Branch, NINDS, National Institutes of Health, Bethesda, Maryland, USA
| | - Islam Fayed
- Department of Neurosurgery, Georgetown University, Washington, District of Columbia, USA
| | - Muzna Bachani
- NeuroTherapeutics Development Unit, NINDS, National Institutes of Health, Bethesda, Maryland, USA
| | - Tyrone Dowdy
- NeuroOncology Branch, NCI, National Institutes of Health, Bethesda, Maryland, USA
| | - Jahandar Jahanipour
- Flow and Cytometry Core, NINDS, National Institutes of Health, Bethesda, Maryland, USA
| | - Anas Khan
- Surgical Neurology Branch, NINDS, National Institutes of Health, Bethesda, Maryland, USA
| | - Jemima Owotade
- Surgical Neurology Branch, NINDS, National Institutes of Health, Bethesda, Maryland, USA
| | - Stuart Walbridge
- Surgical Neurology Branch, NINDS, National Institutes of Health, Bethesda, Maryland, USA
| | - Sara K Inati
- Surgical Neurology Branch, NINDS, National Institutes of Health, Bethesda, Maryland, USA
| | - Joseph Steiner
- NeuroTherapeutics Development Unit, NINDS, National Institutes of Health, Bethesda, Maryland, USA
| | - Jing Wu
- NeuroOncology Branch, NCI, National Institutes of Health, Bethesda, Maryland, USA
| | - Mark Gilbert
- NeuroOncology Branch, NCI, National Institutes of Health, Bethesda, Maryland, USA
| | - Chun Zhang Yang
- NeuroOncology Branch, NCI, National Institutes of Health, Bethesda, Maryland, USA
| | - Mioara Larion
- NeuroOncology Branch, NCI, National Institutes of Health, Bethesda, Maryland, USA
| | - Dragan Maric
- Flow and Cytometry Core, NINDS, National Institutes of Health, Bethesda, Maryland, USA
| | | | - Kareem A Zaghloul
- Corresponding Author: Kareem A. Zaghloul, MD, PhD, Surgical Neurology Branch, NINDS, National Institutes of Health, Building 10, Room 3D20, 10 Center Drive Bethesda, MD 20892-1414, USA ()
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15
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Ruiz-Rodado V, Dowdy T, Lita A, Kramp T, Zhang M, Jung J, Dios-Esponera A, Zhang L, Herold-Mende CC, Camphausen K, Gilbert MR, Larion M. Cysteine is a limiting factor for glioma proliferation and survival. Mol Oncol 2021; 16:1777-1794. [PMID: 34856072 PMCID: PMC9067152 DOI: 10.1002/1878-0261.13148] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 10/25/2021] [Accepted: 11/30/2021] [Indexed: 11/06/2022] Open
Abstract
Nutritional intervention is becoming more prevalent as adjuvant therapy for many cancers in view of the tumor dependence on external sources for some nutrients. However, little is known about the mechanisms that make cancer cells require certain nutrients from the microenvironment. Herein, we report the dependence of glioma cells on exogenous cysteine/cystine, despite this amino acid being nonessential. Using several 13C‐tracers and analysis of cystathionine synthase and cystathioninase levels, we revealed that glioma cells were not able to support glutathione synthesis through the transsulfuration pathway, which allows methionine to be converted to cysteine in cysteine/cystine‐deprived conditions. Therefore, we explored the nutritional deprivation in a mouse model of glioma. Animals subjected to a cysteine/cystine‐free diet survived longer, although this increase did not attain statistical significance, with concomitant reductions in plasma glutathione and cysteine levels. At the end point, however, tumors displayed the ability to synthesize glutathione, even though higher levels of oxidative stress were detected. We observed a compensation from the nutritional intervention revealed as the recovery of cysteine‐related metabolite levels in plasma. Our study highlights a time window where cysteine deprivation can be exploited for additional therapeutic strategies.
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Affiliation(s)
- Victor Ruiz-Rodado
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda
| | - Tyrone Dowdy
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda
| | - Adrian Lita
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda
| | - Tamalee Kramp
- Radiation Oncology Branch, Center for Cancer Research, National Institutes of Health, Bethesda
| | - Meili Zhang
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda
| | - Jinkyu Jung
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda
| | | | - Lumin Zhang
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda
| | - Christel C Herold-Mende
- Division of Neurosurgical Research, Department of Neurosurgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Kevin Camphausen
- Radiation Oncology Branch, Center for Cancer Research, National Institutes of Health, Bethesda
| | - Mark R Gilbert
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda
| | - Mioara Larion
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda
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16
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Dowdy T, Yamasaki T, Zhang L, Celiku O, Lita A, Rodado VR, Gilbert M, Larion M. DDRE-19. SPHINGOSINE KINASE 1 AS A THERAPEUTIC TARGET FOR IDH1-R132H mut GLIOMA. Neuro Oncol 2021. [DOI: 10.1093/neuonc/noab196.303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
BACKGROUND
Our study aimed to identify vulnerabilities within sphingolipid metabolism with potential to translate to therapeutics. While the vital role of sphingolipids in maintaining rheostat balance and as secondary messengers for signaling pathways (involving proliferation, invasion, migration, and angiogenesis) has been well-documented, their role has not been widely investigated in gliomas. Therefore, metabolic analysis of sphingolipid pathway for IDH1-R132H (IDH1 mut ) glioma cell lines was conducted in order to elucidate susceptible targets.
METHODS
Global sphingolipid quantification utilized high-throughput LCMS analysis. Pathway protein expression was measured via Western blots in vitro and derived from patients using The Cancer Genome Atlas analysis.
RESULTS
We probed the impact of decreasing D-2HG on the sphingolipid metabolism after treating a panel of IDH1 mut glioma cells with IDH1-R132H mut inhibitor, AGI5198. This revealed significant downregulation of N,N-dimethylsphingosine (NDMS), C17-sphingosine, and C18-sphinganine. Coincidentally, sphingosine-1-phosphate (S1P) was significantly upregulated in these gliomas. We conducted rational drug screen which revealed that inhibition of SPHK1 with N,N-dimethylsphingosine in combination with C17-sphingosine triggered biostatic dose-response across IDH1 mut gliomas and low impact on IDH WT glioblastoma (GBM) cells. Western analysis revealed that the IDH1 mut gliomas and IDH WT GBM expressed sphingosine kinase-1 (SPHK1). Data also unveiled a discovery that SPHK2 was highly expressed in the GBM cells while remarkably absent in the glioma cells.
CONCLUSION
Herein, we provide evidence that certain IDH1 mut gliomas present epigenetic silencing of SPHK2 which creates dependency on SPHK1 for S1P; thus, increasing sensitivity to targeting sphingolipid metabolism, and creating susceptibility to proliferation arrest and subsequent cellular death. S1P production has been reported to be elevated particularly for malignant glioblastomas in prior studies; whereas our research revealed that it is relatively low in IDH mut by comparison with IDH WT tumor cells. These findings suggest targeting the sphingolipid metabolism may present a promising strategy to improve survival for patients diagnosed with IDH1 mut gliomas.
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Affiliation(s)
- Tyrone Dowdy
- National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Tomohiro Yamasaki
- National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Lumin Zhang
- National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Orieta Celiku
- National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Adrian Lita
- National Institutes of Health, Bethesda, MD, USA
| | | | - Mark Gilbert
- National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
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17
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Mortazavi A, Fayed I, Bachani M, Dowdy T, Jahanipour J, Khan A, Yang C, Maric D, Larion M, Ksendzovsky A, Zaghloul K. NCMP-07. IDH MUTANT GLIOMAS PROMOTE EPILEPTOGENESIS VIA D-2-HYDROXYGLUTARATE DEPENDENT MTOR HYPER-ACTIVATION. Neuro Oncol 2021. [DOI: 10.1093/neuonc/noab196.580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Uncontrolled seizures in patients with low grade gliomas have a significant impact on quality of life and morbidity, yet the mechanisms through which these tumors cause seizures remain unknown. Albeit there are multiple features that contribute to tumor related epileptogenesis, IDH mutations are determined to be an independent factor, although the pathogenesis remains poorly understood. Here, we hypothesize that the active metabolite D-2-hydroxyglutarate (D-2-HG) produced by the IDH-mutant enzyme leads to metabolic disruptions in surrounding cortical neurons that consequently promote seizures. We use a complementary study of in vitro cortical cultures and electrographically sorted human cortical tissue from patients (n=5) with IDH-mutant gliomas to test this hypothesis. We demonstrate that D-2-HG leads to increased neuronal spiking activity (p< 0.0001) and promotes a distinct metabolic profile in surrounding neurons and upregulation of mTOR signaling (p< 0.0001), which is consistent in human epileptic cortex compared to peritumoral nonepileptic cortex. Furthermore, increases in neuronal activity are induced by mTOR activation and reversed with mTOR inhibition. Together, our data suggest that metabolic disruptions and mTOR signaling upregulation in the surrounding cortex due to D-2-HG may be a driving event for epileptogenesis in patients with IDH-mutant low grade gliomas.
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Affiliation(s)
| | - Islam Fayed
- Georgetown Medstar University Hospital, Washington, DC, USA
| | | | - Tyrone Dowdy
- National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | | | | | | | | | | | | | - Kareem Zaghloul
- Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, Bethesda, MD, USA
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18
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Lita A, Sjöberg J, Filipescu S, Celiku O, Petre L, Gilbert M, Noushmehr H, Petre I, Larion M. PATH-45. APOLLO: RAMAN-BASED PATHOLOGY OF MALIGNANT GLIOMA. Neuro Oncol 2021. [DOI: 10.1093/neuonc/noab196.497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
BACKGROUND
DNA methylation is an essential component for integrative diagnosis in glioma. Methylation subtype prediction of gliomas is currently done via sample extraction of high-quality of reasonable amount of DNA (~1ug), methylome profiling, followed by probe identification, curation and subsequent analysis via different random forest classifiers. However, the DNA methylation classification is not always available for all the samples.
METHODS
Raman Spectroscopy performed of the regions of interest using 1mm2 FFPE tissue spots from 45 patient samples with LGm1 to LGm6 methylation subtypes. Spectral information was then used to train a convolutional neural network (CNN) and develop a prediction algorithm. 70 % of dataset - model training while the remaining 30% for validation. Supervised wrapper methods and random forests were used to identify the top 109 most discriminatory Raman frequencies out of 1738.
RESULTS
We identified the most discriminatory features from these analyses and demonstrated that these frequencies show differential spectral intensities for these frequencies depending upon the glioma subtypes across the larger areas of the tissue. We compared the results of the Ward linkage clustering with the separation induced by the “frequency criterion”, an empirical observation that Raman spectra of tumor spots are characterized by intensities higher than 5000 on some of the frequencies from 1463 to 1473. For each of the 45 samples we ran Ward linkage clustering with a variable number of clusters (from 2 to 7), with the majority cluster corresponding to tumor spots and the others corresponding to (various types of) non-tumor spots. We found that the majority cluster matches very well the tumor spots characterized by the frequency criterion, The average accuracy over all samples was 90:3%, the average precision was 99:6% and the average recall was 90:2%. For most samples, two clusters were sufficient to distinguish between tumor and non-tumor spots with accuracy.
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Affiliation(s)
- Adrian Lita
- National Institutes of Health, Bethesda, MD, USA
| | | | - Stefan Filipescu
- Computational Biomodelling Laboratory, Turku Center for Computer Science, Turku, Finland
| | - Orieta Celiku
- National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Luigia Petre
- Computational Biomodelling Laboratory, Turku Center for Computer Science, Turku, Finland
| | - Mark Gilbert
- National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
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Yamasaki T, Zhang L, Dowdy T, Lita A, Gilbert M, Larion M. TAMI-37. STEAROYL-COA DESATURASE 1 IS ESSENTIAL FOR THE GROWTH OF IDH MUTANT GLIOMA. Neuro Oncol 2021. [DOI: 10.1093/neuonc/noab196.821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
BACKGROUND
Increased de novo lipogenesis is a hallmark of cancer metabolism. In this study, we interrogated the role of de novo lipogenesis in IDH1 mutated glioma’s growth and identified the key enzyme, Stearoyl-CoA desaturase 1 (SCD1) that provides this growth advantage.
MATERIALS ANDMETHODS
We prepared genetically engineered glioma cell lines (U251 wild-type: U251WT and U251 IDHR132H mutant: U251RH) and normal human astrocytes (empty vector induced-NHA: NHAEV and IDHR132H mutant: NHARH). Lipid metabolic analysis was conducted by using LC-MS and Raman imaging microscopy. SCD1 expression was investigated by The Cancer Genome Atlas (TCGA) data analysis and Western-blotting method. Knock-out of SCD1 was conducted by using CRISPR/Cas9 and shRNA.
RESULTS
Previously, we showed that IDH1 mut glioma cells have increased monounsaturated fatty acids (MUFAs). TCGA data revealed IDH mut glioma shows significantly higher SCD1 mRNA expression than wild-type glioma. Our model systems of IDH1 mut (U251RH, NHARH) showed increased expression of this enzyme compared with their wild-type counterpart. Moreover, addition of D-2HG to U251WT increased SCD1 expression. Herein, we showed that inhibition of SCD1 with CAY10566 decreased relative cell number and sphere forming capacity in a dose-dependent manner. Furthermore, addition of MUFAs were able to rescue the SCD1 inhibitor induced-cell death and sphere forming capacity. Knock out of SCD1 revealed decreased cell proliferation and sphere forming ability. Decreasing lipid content from the media did not alter the growth of these cells, suggesting that glioma cells rely on de novo lipid synthesis rather than scavenging them from the microenvironment.
CONCLUSION
Overexpression of IDH mutant gene altered lipid composition in U251 cells to enrich MUFA levels and we confirmed that D-2HG caused SCD1 upregulation in U251WT. We demonstrated the glioma cell growth requires SCD1 expression and the results of the present study may provide novel insights into the role of SCD1 in IDH mut gliomas growth.
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Affiliation(s)
- Tomohiro Yamasaki
- National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Lumin Zhang
- National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Tyrone Dowdy
- National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Adrian Lita
- National Institutes of Health, Bethesda, MD, USA
| | - Mark Gilbert
- National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
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20
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Rodado VR, Dowdy T, Jung J, Dios-Esponera A, Lita A, Kramp T, Camphausen K, Gilbert M, Larion M. TAMI-53. CYSTEINE IS A LIMITING FACTOR FOR GLIOMA PROLIFERATION AND SURVIVAL. Neuro Oncol 2021. [DOI: 10.1093/neuonc/noab196.836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
BACKGROUND
Little is known about the mechanisms that render cancer cells dependent on certain nutrients from the microenvironment. Cysteine is a non-essential amino acid, since it can be synthetized from methionine through the transsulfuration pathway; moreover, cysteine is also uptake from the diet as cystine. We have investigated the metabolism of cysteine in glioma cell lines, and how cysteine/cystine-deprivation alters their antioxidant response in addition to the effect of this nutrient restriction to viability and proliferation in vitro and in vivo.
METHODS
Cysteine metabolism was investigated through LCMS-based 13C-tracing experiments and the expression levels of key enzymes in the transsulfuration pathway were also explored. Finally, a mouse model of IDH1 mutant glioma was subjected to a cysteine/cystine-free diet and tumor metabolism was analyzed by LCMS.
RESULTS
Herein, we report the dependence of glioma cells on exogenous cysteine/cystine, despite this amino acid being nonessential. Using several 13C-tracers and analysis of cystathionine synthase and cystathioninase levels, we revealed that glioma cells were not able to upregulate the transulfuration pathway cysteine, which allows methionine to be converted to cysteine in cysteine/cystine deprived conditions. We demonstrated that exogenous cysteine/cystine are crucial for glutathione synthesis, and impact growth and viability. Therefore, we explored the nutritional deprivation in a mouse model of glioma. Animals subjected to a cysteine/cystine-free diet survived longer, with concomitant reductions in glutathione and cysteine plasma levels. At the endpoint higher levels of oxidative stress were detected despite the systemic recovery of cysteine-related metabolites in the plasma.
CONCLUSION
The results presented herein reveal an alternative therapeutic approach combining cysteine/cysteine-deprivation diets and treatments involving ROS production by limiting the ability of glioma cells to quench oxidative stress through dietary interventions. Our study highlights a time window where cysteine deprivation can be exploited for additional therapeutic strategies.
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Affiliation(s)
| | - Tyrone Dowdy
- National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jinkyu Jung
- National Institutes of Health, Bethesda, MD, USA
| | | | - Adrian Lita
- National Institutes of Health, Bethesda, MD, USA
| | | | - Kevin Camphausen
- National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Mark Gilbert
- National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
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21
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Ratnam NM, Sonnemann HM, Frederico SC, Chen H, Hutchinson MKND, Dowdy T, Reid CM, Jung J, Zhang W, Song H, Zhang M, Davis D, Larion M, Giles AJ, Gilbert MR. Reversing Epigenetic Gene Silencing to Overcome Immune Evasion in CNS Malignancies. Front Oncol 2021; 11:719091. [PMID: 34336705 PMCID: PMC8320893 DOI: 10.3389/fonc.2021.719091] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 06/29/2021] [Indexed: 11/24/2022] Open
Abstract
Glioblastoma (GBM) is an aggressive brain malignancy with a dismal prognosis. With emerging evidence to disprove brain-immune privilege, there has been much interest in examining immunotherapy strategies to treat central nervous system (CNS) cancers. Unfortunately, the limited success of clinical studies investigating immunotherapy regimens, has led to questions about the suitability of immunotherapy for these cancers. Inadequate inherent populations of tumor infiltrating lymphocytes (TILs) and limited trafficking of systemic, circulating T cells into the CNS likely contribute to the poor response to immunotherapy. This paucity of TILs is in concert with the finding of epigenetic silencing of genes that promote immune cell movement (chemotaxis) to the tumor. In this study we evaluated the ability of GSK126, a blood-brain barrier (BBB) permeable small molecule inhibitor of EZH2, to reverse GBM immune evasion by epigenetic suppression of T cell chemotaxis. We also evaluated the in vivo efficacy of this drug in combination with anti-PD-1 treatment on tumor growth, survival and T cell infiltration in syngeneic mouse models. GSK126 reversed H3K27me3 in murine and human GBM cell lines. When combined with anti-PD-1 treatment, a significant increase in activated T cell infiltration into the tumor was observed. This resulted in decreased tumor growth and enhanced survival both in sub-cutaneous and intracranial tumors of immunocompetent, syngeneic murine models of GBM. Additionally, a significant increase in CXCR3+ T cells was also seen in the draining lymph nodes, suggesting their readiness to migrate to the tumor. Closer examination of the mechanism of action of GSK126 revealed its ability to promote the expression of IFN-γ driven chemokines CXCL9 and CXCL10 from the tumor cells, that work to traffic T cells without directly affecting T maturation and/or proliferation. The loss of survival benefit either with single agent or combination in immunocompromised SCID mice, suggest that the therapeutic efficacy of GSK126 in GBM is primarily driven by lymphocytes. Taken together, our data suggests that in glioblastoma, epigenetic modulation using GSK126 could improve current immunotherapy strategies by reversing the epigenetic changes that enable immune cell evasion leading to enhanced immune cell trafficking to the tumor.
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Affiliation(s)
- Nivedita M Ratnam
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, United States
| | - Heather M Sonnemann
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, United States
| | - Stephen C Frederico
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, United States
| | - Huanwen Chen
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, United States
| | | | - Tyrone Dowdy
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, United States
| | - Caitlin M Reid
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, United States
| | - Jinkyu Jung
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, United States
| | - Wei Zhang
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, United States
| | - Hua Song
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, United States
| | - Meili Zhang
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, United States
| | - Dionne Davis
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, United States
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, United States
| | - Amber J Giles
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, United States
| | - Mark R Gilbert
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, United States
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22
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Mortazavi A, Fayed I, Bachani M, Maric D, Dowdy T, Larion M, Ksendzovsky A, Zaghloul K. OTME-4. IDH mutated gliomas promote epileptogenesis via D-2-hydroxyglutarate dependent mTOR hyperactivation. Neurooncol Adv 2021. [PMCID: PMC8255454 DOI: 10.1093/noajnl/vdab070.055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Epilepsy in the context of brain tumors provides a great burden in these patients, yet mechanisms underlying this process are poorly understood. It has been demonstrated that isocitrate dehydrogenase (IDH) mutations are an independent factor in epileptogenesis in patients with low grade gliomas. Here, using electrographically sorted human cortical tissue from patients with IDH mutated tumor related epilepsy and in vitro cortical cultures, we explore a metabolic paradigm and its impact on increased neuronal excitability. We hypothesize the IDH mutation promotes epileptogenesis through its neomorphic activity of D-2-hydroxyglutarate (D-2-HG) production in turn interrupts surrounding normal neuronal circuitry potentially through metabolic perturbations. We demonstrate D-2-HG increases neuronal spiking activity, promotes distinct metabolic profiles independent of neuronal spiking activity, as well as increases neuronal mTOR signaling, which is reflected in human peritumoral epileptic cortex. Increased mTOR signaling is sufficient to upregulate neuronal spiking activity and, reciprocally, inhibition of mTOR corrects neuronal activity as well as partially corrects metabolic reprogramming. Our results suggest D-2-HG can lead to mTOR activation within the peritumoral neurons, thereby suggesting an additional possible mechanism of epileptogenesis in patients with IDH mutated low grade gliomas. Ultimately, our results raise the possibility of mTOR inhibition may be a promising treatment of seizures in patients with these tumors.
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Affiliation(s)
| | - Islam Fayed
- Medstar Georgetown University Hospital, Washington, DC, USA
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23
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Pliss A, Kuzmin AN, Lita A, Kumar R, Celiku O, Atilla-Gokcumen GE, Gokcumen O, Chandra D, Larion M, Prasad PN. A Single-Organelle Optical Omics Platform for Cell Science and Biomarker Discovery. Anal Chem 2021; 93:8281-8290. [PMID: 34048235 DOI: 10.1021/acs.analchem.1c01131] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Research in fundamental cell biology and pathology could be revolutionized by developing the capacity for quantitative molecular analysis of subcellular structures. To that end, we introduce the Ramanomics platform, based on confocal Raman microspectrometry coupled to a biomolecular component analysis algorithm, which together enable us to molecularly profile single organelles in a live-cell environment. This emerging omics approach categorizes the entire molecular makeup of a sample into about a dozen of general classes and subclasses of biomolecules and quantifies their amounts in submicrometer volumes. A major contribution of our study is an attempt to bridge Raman spectrometry with big-data analysis in order to identify complex patterns of biomolecules in a single cellular organelle and leverage discovery of disease biomarkers. Our data reveal significant variations in organellar composition between different cell lines. We also demonstrate the merits of Ramanomics for identifying diseased cells by using prostate cancer as an example. We report large-scale molecular transformations in the mitochondria, Golgi apparatus, and endoplasmic reticulum that accompany the development of prostate cancer. Based on these findings, we propose that Ramanomics datasets in distinct organelles constitute signatures of cellular metabolism in healthy and diseased states.
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Affiliation(s)
- Artem Pliss
- Institute for Lasers, Photonics and Biophotonics and Department of Chemistry, Natural Science Complex, University at Buffalo, The State University of New York, Buffalo, New York 14260, United States
| | - Andrey N Kuzmin
- Institute for Lasers, Photonics and Biophotonics and Department of Chemistry, Natural Science Complex, University at Buffalo, The State University of New York, Buffalo, New York 14260, United States
| | - Adrian Lita
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Rahul Kumar
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, New York 14263, United States
| | - Orieta Celiku
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - G Ekin Atilla-Gokcumen
- Department of Chemistry, Natural Science Complex, University at Buffalo, The State University of New York, Buffalo, New York 14260, United States
| | - Omer Gokcumen
- Department of Biological Sciences, Cooke Hall, University at Buffalo, The State University of New York, Buffalo, New York 14260, United States
| | - Dhyan Chandra
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, New York 14263, United States
| | - Mioara Larion
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Paras N Prasad
- Institute for Lasers, Photonics and Biophotonics and Department of Chemistry, Natural Science Complex, University at Buffalo, The State University of New York, Buffalo, New York 14260, United States
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24
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Ruiz-Rodado V, Malta TM, Seki T, Lita A, Dowdy T, Celiku O, Cavazos-Saldana A, Li A, Liu Y, Han S, Zhang W, Song H, Davis D, Lee S, Trepel JB, Sabedot TS, Munasinghe J, Yang C, Herold-Mende C, Gilbert MR, Cherukuri MK, Noushmehr H, Larion M. Metabolic reprogramming associated with aggressiveness occurs in the G-CIMP-high molecular subtypes of IDH1mut lower grade gliomas. Neuro Oncol 2021; 22:480-492. [PMID: 31665443 DOI: 10.1093/neuonc/noz207] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [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: 12/16/2022] Open
Abstract
BACKGROUND Early detection of increased aggressiveness of brain tumors is a major challenge in the field of neuro-oncology because of the inability of traditional imaging to uncover it. Isocitrate dehydrogenase (IDH)-mutant gliomas represent an ideal model system to study the molecular mechanisms associated with tumorigenicity because they appear indolent and non-glycolytic initially, but eventually a subset progresses toward secondary glioblastoma with a Warburg-like phenotype. The mechanisms and molecular features associated with this transformation are poorly understood. METHODS We employed model systems for IDH1 mutant (IDH1mut) gliomas with different growth and proliferation rates in vivo and in vitro. We described the metabolome, transcriptome, and epigenome of these models in order to understand the link between their metabolism and the tumor biology. To verify whether this metabolic reprogramming occurs in the clinic, we analyzed data from The Cancer Genome Atlas. RESULTS We reveal that the aggressive glioma models have lost DNA methylation in the promoters of glycolytic enzymes, especially lactate dehydrogenase A (LDHA), and have increased mRNA and metabolite levels compared with the indolent model. We find that the acquisition of the high glycolytic phenotype occurs at the glioma cytosine-phosphate-guanine island methylator phenotype (G-CIMP)-high molecular subtype in patients and is associated with the worst outcome. CONCLUSION We propose very early monitoring of lactate levels as a biomarker of metabolic reprogramming and tumor aggressiveness.
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Affiliation(s)
- Victor Ruiz-Rodado
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
| | | | - Tomohiro Seki
- Radiation Biology Branch, Center for Cancer Research, National Institutes of Health, Bethesda, Maryland, USA
| | - Adrian Lita
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
| | - Tyrone Dowdy
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
| | - Orieta Celiku
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
| | | | - Aiguo Li
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
| | - Yang Liu
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
| | - Sue Han
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
| | - Wei Zhang
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
| | - Hua Song
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
| | - Dionne Davis
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
| | - Sunmin Lee
- Developmental Therapeutics Branch, Center for Cancer Research, National Institutes of Health, Bethesda, Maryland, USA
| | - Jane B Trepel
- Developmental Therapeutics Branch, Center for Cancer Research, National Institutes of Health, Bethesda, Maryland, USA
| | | | - Jeeva Munasinghe
- National Institute of Neurological Disorders and Stroke, Bethesda, Maryland, USA
| | - Chunzhang Yang
- Division of Neurosurgical Research, Department of Neurosurgery, University Hospital Heidelberg, Heidelberg, Germany
| | | | - Mark R Gilbert
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
| | - Murali Krishna Cherukuri
- Radiation Biology Branch, Center for Cancer Research, National Institutes of Health, Bethesda, Maryland, USA
| | | | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
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25
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Mortazavi A, Fayed I, Bachani M, Dowdy T, Steiner J, Maric D, Yang CZ, Larion M, Ksendzovsky A, Zaghloul K. DDRE-27. IDH MUTATED GLIOMAS PROMOTE EPILEPTOGENESIS VIA D-2-HYDROXYGLUTARATE DEPENDENT MTOR HYPERACTIVATION. Neurooncol Adv 2021. [PMCID: PMC7992218 DOI: 10.1093/noajnl/vdab024.049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
INTRODUCTION
Epileptic seizures in patients with low-grade, isocitrate dehydrogenase (IDH) mutated gliomas reach 90%, a major source of morbidity for these patients. Albeit there are multiple features that contribute to tumor related epileptogenesis, IDH mutations are determined to be an independent factor, although the pathogenesis remains poorly understood. We demonstrate IDH-mutated tumors promote epileptogenesis through D-2-hydroxyglutarate (D-2-HG) dependent mTOR hyperactivation and metabolic reprogramming.
METHODS
Human epileptic and nonepileptic cortex were identified via subdural electrodes in patients with IDH-mutated gliomas (n=5). An in vitro rat cortical neuronal model on microelectrode arrays were utilized to investigate the role of D-2-HG on neuronal excitability. mTOR and lysine demethylase (KDM) modulators were applied to elucidate the epileptogenic mechanism. Tetrodotoxin was utilized to evaluate the contribution of neuronal activity to mTOR signaling and metabolism. mTOR signaling was evaluated through western blot analysis and multiplex immunofluorescence. Metabolic function were analyzed via Seahorse assays and metabolomic analysis.
RESULTS
D-2-HG increased normalized bursting rate in the neuronal cultures (p<0.0001). Inhibition of mTOR with rapamycin corrected bursting levels to control levels. Furthermore, D-2-HG induced mTOR hyperactivation, independent of bursting activity, which correlated with upregulation of mTOR signaling in human epileptic tissue. KDM inhibition resulted in mTOR hyperactivation and neuronal hyperexcitability, which we demonstrated with D-2-HG, succinate, and PFI-90, a small molecule KDM inhibitor. Epileptic cortex and D-2-HG-treated neurons, have distinct metabolisms independent of neuronal activity compared to peritumoral nonepileptic cortex and control, respectively.
CONCLUSION
We demonstrate IDH-mutated gliomas promote epileptogenesis through a D-2-HG dependent mTOR hyperactivation via KDM inhibition, a putative mechanism and potential therapeutic targets. Furthermore, we argue mTOR hyperactivation results in metabolic reprogramming, independent of neuronal firing, which may contribute to epileptogenesis, a heretofore unrecognized aspect of pathologic mTOR signaling in neurological diseases.
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Affiliation(s)
| | - Islam Fayed
- National Institute of Health, Bethesda, MD, USA
- Medstar Georgetown University Hospital, Washington, DC, USA
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26
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Ruiz-Rodado V, Dowdy T, Yung J, Dios-Esponera A, Lita A, Kramp T, Camphausen K, Gilbert M, Larion M. DDRE-16. CYSTEINE IS AN ESSENTIAL AMINO ACID IN GLIOMAS. Neurooncol Adv 2021. [PMCID: PMC7994370 DOI: 10.1093/noajnl/vdab024.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Cysteine is a non-essential amino acid, since it can be synthetized from methionine through the transsulfuration pathway; moreover, cysteine is also uptake from the diet as cystine. We have investigated the metabolism of cysteine in glioma cell lines, and how cysteine/cystine-deprivation alters their antioxidant response in addition to the effect of this nutrient restriction to viability and proliferation in vitro and in vivo. METHODS Cysteine metabolism was investigated through LCMS-based 13C-tracing experiments involving different probes such as 13C-methyl-Methionine, 13C-C3-Cysteine, 13C-C3,3’-Cystine, 13C-C3-Serine and 13C-U-Glutamine and the expression levels of key enzymes in the transsulfuration pathway were also explored. Finally, a mouse model of IDH1 mutant glioma was subjected to a cysteine/cystine-free diet and tumor metabolism was analyzed by LCMS. RESULTS We demonstrated that exogenous cysteine/cystine are crucial for glutathione synthesis, and impact growth and viability. We also found that methionine cycle is disconnected from the transsulfuration pathway based on 13C-tracing data and protein expression levels of cystathionine synthase and cystathioninase. Accordingly, cysteine-related metabolites such as GSH, involved in REDOX hemostasis, are downregulated, revealing a hypersensitive phenotype to ROS. Animal models upon a cysteine/cystine-free diet experienced an increase in survival and elevated levels of oxidative stress in tumor tissue. CONCLUSION This results presented herein reveal an alternative therapeutic approach combining cysteine/cysteine-deprivation diets and treatments involving ROS production by limiting the ability of glioma cells to quench oxidative stress through dietary interventions.
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Affiliation(s)
| | | | - Jinkyu Yung
- National Cancer Institute, Bethesda, MD, USA
| | | | - Adrian Lita
- National Cancer Institute, Bethesda, MD, USA
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27
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Larion M, Ruiz-Rodado V. DDRE-01. METABOLIC PLASTICITY AND HETEROGENEITY IN IDH1MUT CELL LINES PRODUCES RESISTANCE TO GLUTAMINASE INHIBITION BY CB839. Neurooncol Adv 2021. [PMCID: PMC7992227 DOI: 10.1093/noajnl/vdab024.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Mutant IDH1 (IDH1mut) gliomas have characteristic genetic and metabolic profiles and exhibit phenotype that is distinct from their wild-type counterparts. The glutamine/glutamate pathway has been hypothesized as a selective therapeutic target in IDH1mut gliomas. However, little information exists on the contribution of this pathway to the formation of D-2-hydroxyglutarate (D-2HG), a hallmark of IDHmut cells, and the metabolic consequences of inhibiting this pathway. METHODS We employed an untargeted metabolic profiling approach in order to detect metabolic changes arising from glutaminase (GLS) inhibition treatment. Subsequently, 13C metabolic tracing analysis through a combined Nuclear Magnetic Resonance and Liquid Chromatography-Mass Spectrometry approach, we explored the fate of glutamine and glucose under treatment with CB839 a glutaminase-GLS-inhibitor and their respective contributions to D-2HG formation. RESULTS AND CONCLUSIONS The effects of CB839 on cellular proliferation differed among the cell lines tested, leading to designations of GLS-inhibition super-sensitive, -sensitive or -resistant. Our data indicates a decrease in the production of downstream metabolites of glutamate, including those involved in the TCA cycle, when treating the sensitive cells with CB839 (glutaminase -GLS- inhibitor). Notably, CB839-sensitive IDH1mutcells respond to GLS inhibition by upregulating glycolysis and lactate production. In contrast, CB839-resistantIDH1mut cell lines do not rely only on glutamine for the sustenance of TCA cycle. In these cells, glucose contribution to TCA is enough to compensate the downregulation of glutamine-derived TCA metabolites. This investigation reveals that the glutamine/glutamate pathway contributes differentially to D-2HG in a cell-line dependent fashion on a panel of IDHmut cell lines. Further, these results demonstrate that there is a heterogeneous landscape of IDH1mut metabolic phenotypes. This underscores the importance of detailed metabolic profiling of IDH1mut patients prior to the decision to target glutamine/glutamate pathway clinically.
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Affiliation(s)
- Mioara Larion
- National Institutes of Health, Bethesda, Maryland, USA
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28
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Dowdy T, Zhang L, Celiku O, Movva S, Ruiz-Rodado V, Lita A, Larion M. DDRE-20. TARGETING SPHINGOLIPID PATHWAY REVEALS VULNERABILITY IN IDH1 MUT GLIOMA. Neurooncol Adv 2021. [PMCID: PMC7992217 DOI: 10.1093/noajnl/vdab024.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND While central carbon metabolism has been studied extensively in cancer, lipidomic research is sparse. Sphingolipids participate in cellular functions including secondary messengers, lymphocyte trafficking, inflammation, angiogenesis, migration, proliferation, necrosis and apoptosis, thus highlighting the importance of understanding their role to tumor phenotype. Our investigation into metabolic alterations involving sphingolipid pathway in patient-derived IDH1mut glioma cultures aimed to identify points of metabolic vulnerability. METHODS Dysregulation of sphingolipid metabolism was interrogated for brain tumor cultures via LCMS. Expression of enzymes within the pathway was assessed for IDHmut 1/2 and IDHWT glioblastoma patient cohorts via The Cancer Genome Atlas (TCGA) analysis and Western blot for tumor cultures. Biostatic drug response was examined via viability and cytotoxicity assays. RESULTS We probed the effect that decreasing D-2HG levels with IDH1mut inhibitor (AGI5198) treatments had on sphingolipid metabolism in tumor cultures. The probe revealed N,N-dimethylsphingosine (NDMS), and sphingosine were significantly elevated, while sphingosine-1-phosphate (S1P) was downregulated in IDH1mut cultures following treatment. Drug panel screening revealed that SPHK inhibitor (SPHKi), N,N-dimethylsphingosine in combination with sphingosine triggered lethal dose-dependent response in IDH1mut cultures; contrary to IDHWT. Westerns presented differential expression of SPHK1 and SPHK2 in IDHWT glioblastoma cells, while IDHmut exclusively expressed SPHK1. CONCLUSION This novel discovery showed how targeting sphingolipid metabolism in IDH1mut gliomas presents therapeutic implications. Elevated S1P was reported particularly for malignant glioblastomas in prior studies; whereas our research revealed relatively low S1P in the IDHmut compared with IDHWT cultures. In addition to reduced or silenced expression of SPHK2, we postulate that S1P levels in IDHmut gliomas might be closer to a critical threshold allowing treatment with SPHK1i to effectively suspend proliferation and anti-apoptotic defense mechanisms. Our findings revealed that the manipulation of pivotal, endogenous sphingolipids can ultimately trigger apoptosis in IDHmut gliomas. Future studies will probe these targets in preclinical models.
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Affiliation(s)
- Tyrone Dowdy
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Lumin Zhang
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Orieta Celiku
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Sriya Movva
- George Washington School of Medicine and Health Sciences, Washington, DC, USA
| | - Victor Ruiz-Rodado
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Adrian Lita
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
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Yamasaki T, Lita A, Zhang L, Rodado VR, Dowdy T, Gilbert M, Larion M. BIMG-10. IDH1 MUTATIONS INDUCE ORGANELLE DEFECTS VIA DYSREGULATED PHOSPHOLIPIDS. Neurooncol Adv 2021. [PMCID: PMC7994379 DOI: 10.1093/noajnl/vdab024.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Metabolic alterations of lipids have been identified as a hallmark of neoplasms, with the most prevalent being the balance between saturated fatty acid (SFA) and monosaturated fatty acid (MUFA). Stearoyl-CoA desaturase1 (SCD1), converting SFA to MUFA, is increased in many cancers, leading to worse prognosis. In glioma, the role of SCD1 remains unknown. Isocitrate dehydrogenase (IDH) mutations have been most commonly observed in glioma, but the involvement of mutant IDH in SCD1 expression also remains unknown. METHODS We conducted metabolic analysis to examine the alteration of SCD1 expression in genetically engineered glioma cell lines and normal human astrocyte (NHA). Lipid metabolic analysis was conducted by using LC-MS, Raman Imaging Microscopy and SCD1 expression was examined by Western-blotting and RT-PCR method. Electron microscopy was employed for organelle structure and genetic knock-down of SCD1 gene was performed. RESULT Herein, we uncovered increased MUFA and their phospholipids in Endoplasmic Reticulum (ER), generated by IDH1 mutation, that were responsible for Golgi and ER dilation. RNA seq data from The Cancer Genome Atlas, showed that SCD1 expression was significantly higher in IDH mutant gliomas compared with wild-type, and high SCD1 expression was associated with longer survival. Inhibition of IDH1 mutation or SCD1 silencing restored ER and Golgi morphology, while D-2HG and oleic acid induced morphological defects in these organelles. Moreover, addition of oleic acid, which tilts the balance towards elevated levels of MUFA, produced IDH1 mutant-specific cellular apoptosis. CONCLUSION Collectively, our results suggest that IDH1 mutant-induced SCD overexpression can rearrange the distribution of lipids in the organelles of glioma cells, providing a new insight on the link between lipids metabolism and organelle morphology in these cells, with potential and unique therapeutic implications. The results of the present study may also provide novel insights into the discovery of metabolic biomarkers for IDH mutant gliomas.
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Affiliation(s)
| | - Adrian Lita
- National Institutes of Health, Bethesda, MD, USA
| | - Lumin Zhang
- National Institutes of Health, Bethesda, MD, USA
| | | | - Tyrone Dowdy
- National Institutes of Health, Bethesda, MD, USA
| | - Mark Gilbert
- National Institutes of Health, Bethesda, MD, USA
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30
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Liu Y, Yu D, Celiku O, Li A, Larion M, Yang C. DDRE-08. NRF2/GLUTATHIONE METABOLISM AS A NOVEL THERAPEUTIC TARGET FOR IDH1-MUTATED GLIOMA. Neurooncol Adv 2021. [PMCID: PMC7992271 DOI: 10.1093/noajnl/vdab024.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND IDH1-mutated glioma is a recently defined disease entity with distinctive patterns of tumor cell biology, metabolism, and resistance to therapy. Although IDH1 mutations are highly prevalent in patients with WHO II/III glioma, curative molecular targeting approaches remain unavailable for this disease cluster. METHODS In the present study, we investigated the glutathione de novo synthesis pathway through the TCGA patient cohort and patient-derived cell lines with IDH1 mutation. The biologic function of nuclear factor erythroid 2-related factor 2 (NRF2) was analyzed by biochemistry and cell biology assays. Finally, NRF2 inhibitors were evaluated in IDH1-mutated cell lines and preclinical models as an experimental therapy. RESULTS IDH1 mutant neomorphic activity depletes the cellular pools of enzyme cofactors such as nicotinamide adenine dinucleotide (NAD) and nicotinamide adenine dinucleotide phosphate (NADP). The limitation of NAD(P) not only affects the anabolic reactions, but also results in oxidative stress and damages on DNA and protein. Further, we showed that the reprogrammed redox landscape results in constitutive activation of NRF2-governed cytoprotective pathways through the decoupling of NRF2 from its E3 ligase Kelch-like ECH-associated protein 1. NRF2 mediated the transcriptional activation of GCLC, GCLM, and SLC7A11, which not only strengthens the glutathione de novo synthesis, but also relieves the metabolic burden in IDH1-mutated cells. The importance of the glutathione synthesis is further confirmed through COX regression analysis on lower-grade glioma. Blockade of the NRF2/glutathione metabolic pathway synergizes with the elevated intrinsic oxidative stress, which results in overwhelming oxidative damage, as well as a substantial reduction in tumor cell proliferation and xenograft expansion. CONCLUSION We report that the NRF2-guided cytoprotective pathways play pivotal roles in the disease progression of IDH1-mutated glioma. Targeting NRF2 and glutathione metabolism could be novel targeting strategies for IDH1-mutated glioma.
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Ruiz-Rodado V, Brender JR, Cherukuri MK, Gilbert MR, Larion M. Magnetic resonance spectroscopy for the study of cns malignancies. Prog Nucl Magn Reson Spectrosc 2021; 122:23-41. [PMID: 33632416 PMCID: PMC7910526 DOI: 10.1016/j.pnmrs.2020.11.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Revised: 11/20/2020] [Accepted: 11/22/2020] [Indexed: 05/04/2023]
Abstract
Despite intensive research, brain tumors are amongst the malignancies with the worst prognosis; therefore, a prompt diagnosis and thoughtful assessment of the disease is required. The resistance of brain tumors to most forms of conventional therapy has led researchers to explore the underlying biology in search of new vulnerabilities and biomarkers. The unique metabolism of brain tumors represents one potential vulnerability and the basis for a system of classification. Profiling this aberrant metabolism requires a method to accurately measure and report differences in metabolite concentrations. Magnetic resonance-based techniques provide a framework for examining tumor tissue and the evolution of disease. Nuclear Magnetic Resonance (NMR) analysis of biofluids collected from patients suffering from brain cancer can provide biological information about disease status. In particular, urine and plasma can serve to monitor the evolution of disease through the changes observed in the metabolic profiles. Moreover, cerebrospinal fluid can be utilized as a direct reporter of cerebral activity since it carries the chemicals exchanged with the brain tissue and the tumor mass. Metabolic reprogramming has recently been included as one of the hallmarks of cancer. Accordingly, the metabolic rewiring experienced by these tumors to sustain rapid growth and proliferation can also serve as a potential therapeutic target. The combination of 13C tracing approaches with the utilization of different NMR spectral modalities has allowed investigations of the upregulation of glycolysis in the aggressive forms of brain tumors, including glioblastomas, and the discovery of the utilization of acetate as an alternative cellular fuel in brain metastasis and gliomas. One of the major contributions of magnetic resonance to the assessment of brain tumors has been the non-invasive determination of 2-hydroxyglutarate (2HG) in tumors harboring a mutation in isocitrate dehydrogenase 1 (IDH1). The mutational status of this enzyme already serves as a key feature in the clinical classification of brain neoplasia in routine clinical practice and pilot studies have established the use of in vivo magnetic resonance spectroscopy (MRS) for monitoring disease progression and treatment response in IDH mutant gliomas. However, the development of bespoke methods for 2HG detection by MRS has been required, and this has prevented the wider implementation of MRS methodology into the clinic. One of the main challenges for improving the management of the disease is to obtain an accurate insight into the response to treatment, so that the patient can be promptly diverted into a new therapy if resistant or maintained on the original therapy if responsive. The implementation of 13C hyperpolarized magnetic resonance spectroscopic imaging (MRSI) has allowed detection of changes in tumor metabolism associated with a treatment, and as such has been revealed as a remarkable tool for monitoring response to therapeutic strategies. In summary, the application of magnetic resonance-based methodologies to the diagnosis and management of brain tumor patients, in addition to its utilization in the investigation of its tumor-associated metabolic rewiring, is helping to unravel the biological basis of malignancies of the central nervous system.
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Affiliation(s)
- Victor Ruiz-Rodado
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institute of Health, Bethesda, United States.
| | - Jeffery R Brender
- Radiation Biology Branch, Center for Cancer Research, National Institute of Health, Bethesda, United States
| | - Murali K Cherukuri
- Radiation Biology Branch, Center for Cancer Research, National Institute of Health, Bethesda, United States
| | - Mark R Gilbert
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institute of Health, Bethesda, United States
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institute of Health, Bethesda, United States.
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Lita A, Pliss A, Kuzmin A, Yamasaki T, Zhang L, Dowdy T, Burks C, de Val N, Celiku O, Ruiz-Rodado V, Nicoli ER, Kruhlak M, Andresson T, Das S, Yang C, Schmitt R, Herold-Mende C, Gilbert MR, Prasad PN, Larion M. IDH1 mutations induce organelle defects via dysregulated phospholipids. Nat Commun 2021; 12:614. [PMID: 33504762 PMCID: PMC7840755 DOI: 10.1038/s41467-020-20752-6] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 12/11/2020] [Indexed: 01/25/2023] Open
Abstract
Infiltrating gliomas are devastating and incurable tumors. Amongst all gliomas, those harboring a mutation in isocitrate dehydrogenase 1 mutation (IDH1mut) acquire a different tumor biology and clinical manifestation from those that are IDH1WT. Understanding the unique metabolic profile reprogrammed by IDH1 mutation has the potential to identify new molecular targets for glioma therapy. Herein, we uncover increased monounsaturated fatty acids (MUFA) and their phospholipids in endoplasmic reticulum (ER), generated by IDH1 mutation, that are responsible for Golgi and ER dilation. We demonstrate a direct link between the IDH1 mutation and this organelle morphology via D-2HG-induced stearyl-CoA desaturase (SCD) overexpression, the rate-limiting enzyme in MUFA biosynthesis. Inhibition of IDH1 mutation or SCD silencing restores ER and Golgi morphology, while D-2HG and oleic acid induces morphological defects in these organelles. Moreover, addition of oleic acid, which tilts the balance towards elevated levels of MUFA, produces IDH1mut-specific cellular apoptosis. Collectively, these results suggest that IDH1mut-induced SCD overexpression can rearrange the distribution of lipids in the organelles of glioma cells, providing new insight into the link between lipid metabolism and organelle morphology in these cells, with potential and unique therapeutic implications. The understanding of altered lipid metabolism by isocitrate dehydrogenase 1 (IDH1) mutations in gliomas at a compartment-specific level is limited. Here, the authors use Raman spectroscopy to monitor organelle-specific metabolic changes and report that IDH1 mutations induce phospholipid imbalances which lead to ER and Golgi dilation.
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Affiliation(s)
- Adrian Lita
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, Bethesda, MD, USA
| | - Artem Pliss
- Institute for Lasers, Photonics and Biophotonics, University at Buffalo, State University of New York, Buffalo, NY, 14260, USA
| | - Andrey Kuzmin
- Institute for Lasers, Photonics and Biophotonics, University at Buffalo, State University of New York, Buffalo, NY, 14260, USA.,Advanced Cytometry Instrumentation Systems, LLC, Buffalo, NY, 14260, USA
| | - Tomohiro Yamasaki
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, Bethesda, MD, USA
| | - Lumin Zhang
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, Bethesda, MD, USA
| | - Tyrone Dowdy
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, Bethesda, MD, USA
| | - Christina Burks
- Electron Microscopy Laboratory, Frederick National Laboratory for Cancer Research, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, USA
| | - Natalia de Val
- Electron Microscopy Laboratory, Frederick National Laboratory for Cancer Research, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, USA.,Center for Molecular Microscopy, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, USA.,Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, 21701, USA
| | - Orieta Celiku
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, Bethesda, MD, USA
| | - Victor Ruiz-Rodado
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, Bethesda, MD, USA
| | - Elena-Raluca Nicoli
- Undiagnosed Diseases Program, National Human Genome Research Institute (NHGRI), National Institutes of Health (NIH), Bethesda, MD, 20892, USA
| | - Michael Kruhlak
- Laboratory of Cancer Biology and Genetics, National Cancer Institute, National Institutes of Health (NIH), Bethesda, MD, 20892, USA
| | - Thorkell Andresson
- Protein Characterization Laboratory of the Cancer Research Technology Program (CRTP), National Cancer Institute, Frederick, MD, 21702, USA
| | - Sudipto Das
- Protein Characterization Laboratory of the Cancer Research Technology Program (CRTP), National Cancer Institute, Frederick, MD, 21702, USA
| | - Chunzhang Yang
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, Bethesda, MD, USA
| | - Rebecca Schmitt
- Institute for Lasers, Photonics and Biophotonics, University at Buffalo, State University of New York, Buffalo, NY, 14260, USA
| | - Christel Herold-Mende
- Division of Neurosurgical Research, Department of Neurosurgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Mark R Gilbert
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, Bethesda, MD, USA
| | - Paras N Prasad
- Institute for Lasers, Photonics and Biophotonics, University at Buffalo, State University of New York, Buffalo, NY, 14260, USA.,Advanced Cytometry Instrumentation Systems, LLC, Buffalo, NY, 14260, USA
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, Bethesda, MD, USA.
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Ruiz-Rodado V, Lita A, Dowdy T, Celiku O, Saldana AC, Wang H, Yang CZ, Chari R, Li A, Zhang W, Song H, Zhang M, Ahn S, Davis D, Chen X, Zhuang Z, Herold-Mende C, Walters KJ, Gilbert MR, Larion M. Metabolic plasticity of IDH1 -mutant glioma cell lines is responsible for low sensitivity to glutaminase inhibition. Cancer Metab 2020; 8:23. [PMID: 33101674 PMCID: PMC7579920 DOI: 10.1186/s40170-020-00229-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Accepted: 10/05/2020] [Indexed: 12/25/2022] Open
Abstract
Background Targeting glutamine metabolism in cancer has become an increasingly vibrant area of research. Mutant IDH1 (IDH1mut) gliomas are considered good candidates for targeting this pathway because of the contribution of glutamine to their newly acquired function: synthesis of 2-hydroxyglutarate (2HG). Methods We have employed a combination of 13C tracers including glutamine and glucose for investigating the metabolism of patient-derived IDH1mut glioma cell lines through NMR and LC/MS. Additionally, genetic loss-of-function (in vitro and in vivo) approaches were performed to unravel the adaptability of these cell lines to the inhibition of glutaminase activity. Results We report the adaptability of IDH1mut cells’ metabolism to the inhibition of glutamine/glutamate pathway. The glutaminase inhibitor CB839 generated a decrease in the production of the downstream metabolites of glutamate, including those involved in the TCA cycle and 2HG. However, this effect on metabolism was not extended to viability; rather, our patient-derived IDH1mut cell lines display a metabolic plasticity that allows them to overcome glutaminase inhibition. Conclusions Major metabolic adaptations involved pathways that can generate glutamate by using alternative substrates from glutamine, such as alanine or aspartate. Indeed, asparagine synthetase was upregulated both in vivo and in vitro revealing a new potential therapeutic target for a combinatory approach with CB839 against IDH1mut gliomas.
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Affiliation(s)
- Victor Ruiz-Rodado
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
| | - Adrian Lita
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
| | - Tyrone Dowdy
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
| | - Orieta Celiku
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
| | - Alejandra Cavazos Saldana
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
| | - Herui Wang
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
| | - Chun Zhang Yang
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
| | - Raj Chari
- Genome Modification Core, Laboratory Animal Sciences Program, Frederick National Lab for Cancer Research, National Institutes of Health, Frederick, Maryland USA
| | - Aiguo Li
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
| | - Wei Zhang
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
| | - Hua Song
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
| | - Meili Zhang
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
| | - Susie Ahn
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
| | - Dionne Davis
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
| | - Xiang Chen
- Structural Biophysics Laboratory, National Cancer Institute, Center for Cancer Research, National Institutes of Health, Frederick, Maryland USA
| | - Zhengping Zhuang
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
| | - Christel Herold-Mende
- Division of Neurosurgical Research, Department of Neurosurgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Kylie J Walters
- Structural Biophysics Laboratory, National Cancer Institute, Center for Cancer Research, National Institutes of Health, Frederick, Maryland USA
| | - Mark R Gilbert
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, 37 Convent Drive, Building 37, Room 1136A, Bethesda, Maryland USA
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Dowdy T, Zhang L, Celiku O, Movva S, Lita A, Ruiz-Rodado V, Gilbert MR, Larion M. Sphingolipid Pathway as a Source of Vulnerability in IDH1 mut Glioma. Cancers (Basel) 2020; 12:E2910. [PMID: 33050528 PMCID: PMC7601159 DOI: 10.3390/cancers12102910] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 10/05/2020] [Accepted: 10/07/2020] [Indexed: 12/23/2022] Open
Abstract
In addition to providing integrity to cellular structure, the various classes of lipids participate in a multitude of functions including secondary messengers, receptor stimulation, lymphocyte trafficking, inflammation, angiogenesis, cell migration, proliferation, necrosis and apoptosis, thus highlighting the importance of understanding their role in the tumor phenotype. In the context of IDH1mut glioma, investigations focused on metabolic alterations involving lipidomics' present potential to uncover novel vulnerabilities. Herein, a detailed lipidomic analysis of the sphingolipid metabolism was conducted in patient-derived IDH1mut glioma cell lines, as well as model systems, with the of identifying points of metabolic vulnerability. We probed the effect of decreasing D-2HG levels on the sphingolipid pathway, by treating these cell lines with an IDH1mut inhibitor, AGI5198. The results revealed that N,N-dimethylsphingosine (NDMS), sphingosine C17 and sphinganine C18 were significantly downregulated, while sphingosine-1-phosphate (S1P) was significantly upregulated in glioma cultures following suppression of IDH1mut activity. We exploited the pathway using a small-scale, rational drug screen and identified a combination that was lethal to IDHmut cells. Our work revealed that further addition of N,N-dimethylsphingosine in combination with sphingosine C17 triggered a dose-dependent biostatic and apoptotic response in a panel of IDH1mut glioma cell lines specifically, while it had little effect on the IDHWT cells probed here. To our knowledge, this is the first study that shows how altering the sphingolipid pathway in IDH1mut gliomas elucidates susceptibility that can arrest proliferation and initiate subsequent cellular death.
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Affiliation(s)
- Tyrone Dowdy
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20814, USA; (T.D.); (L.Z.); (O.C.); (A.L.); (V.R.-R.); (M.R.G.)
| | - Lumin Zhang
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20814, USA; (T.D.); (L.Z.); (O.C.); (A.L.); (V.R.-R.); (M.R.G.)
| | - Orieta Celiku
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20814, USA; (T.D.); (L.Z.); (O.C.); (A.L.); (V.R.-R.); (M.R.G.)
| | - Sriya Movva
- George Washington School of Medicine and Health Sciences, Washington, DC 20052, USA;
| | - Adrian Lita
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20814, USA; (T.D.); (L.Z.); (O.C.); (A.L.); (V.R.-R.); (M.R.G.)
| | - Victor Ruiz-Rodado
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20814, USA; (T.D.); (L.Z.); (O.C.); (A.L.); (V.R.-R.); (M.R.G.)
| | - Mark R. Gilbert
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20814, USA; (T.D.); (L.Z.); (O.C.); (A.L.); (V.R.-R.); (M.R.G.)
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20814, USA; (T.D.); (L.Z.); (O.C.); (A.L.); (V.R.-R.); (M.R.G.)
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Ruiz-Rodado V, Seki T, Dowdy T, Lita A, Zhang M, Han S, Yang C, Cherukuri MK, Gilbert MR, Larion M. Metabolic Landscape of a Genetically Engineered Mouse Model of IDH1 Mutant Glioma. Cancers (Basel) 2020; 12:E1633. [PMID: 32575619 PMCID: PMC7352932 DOI: 10.3390/cancers12061633] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 06/11/2020] [Accepted: 06/16/2020] [Indexed: 12/21/2022] Open
Abstract
Understanding the metabolic reprogramming of aggressive brain tumors has potential applications for therapeutics as well as imaging biomarkers. However, little is known about the nutrient requirements of isocitrate dehydrogenase 1 (IDH1) mutant gliomas. The IDH1 mutation involves the acquisition of a neomorphic enzymatic activity which generates D-2-hydroxyglutarate from α-ketoglutarate. In order to gain insight into the metabolism of these malignant brain tumors, we conducted metabolic profiling of the orthotopic tumor and the contralateral regions for the mouse model of IDH1 mutant glioma; as well as to examine the utilization of glucose and glutamine in supplying major metabolic pathways such as glycolysis and tricarboxylic acid (TCA). We also revealed that the main substrate of 2-hydroxyglutarate is glutamine in this model, and how this re-routing impairs its utilization in the TCA. Our 13C tracing analysis, along with hyperpolarized magnetic resonance experiments, revealed an active glycolytic pathway similar in both regions (tumor and contralateral) of the brain. Therefore, we describe the reprogramming of the central carbon metabolism associated with the IDH1 mutation in a genetically engineered mouse model which reflects the tumor biology encountered in glioma patients.
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Affiliation(s)
- Victor Ruiz-Rodado
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institute of Health, Bethesda, MD 20814, USA; (V.R.-R.); (T.D.); (A.L.); (M.Z.); (S.H.); (C.Y.); (M.R.G.)
| | - Tomohiro Seki
- Radiation Biology Branch, Center for Cancer Research, National Institute of Health, Bethesda, MD 20814, USA; (T.S.); (M.K.C.)
| | - Tyrone Dowdy
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institute of Health, Bethesda, MD 20814, USA; (V.R.-R.); (T.D.); (A.L.); (M.Z.); (S.H.); (C.Y.); (M.R.G.)
| | - Adrian Lita
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institute of Health, Bethesda, MD 20814, USA; (V.R.-R.); (T.D.); (A.L.); (M.Z.); (S.H.); (C.Y.); (M.R.G.)
| | - Meili Zhang
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institute of Health, Bethesda, MD 20814, USA; (V.R.-R.); (T.D.); (A.L.); (M.Z.); (S.H.); (C.Y.); (M.R.G.)
| | - Sue Han
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institute of Health, Bethesda, MD 20814, USA; (V.R.-R.); (T.D.); (A.L.); (M.Z.); (S.H.); (C.Y.); (M.R.G.)
| | - Chunzhang Yang
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institute of Health, Bethesda, MD 20814, USA; (V.R.-R.); (T.D.); (A.L.); (M.Z.); (S.H.); (C.Y.); (M.R.G.)
| | - Murali K. Cherukuri
- Radiation Biology Branch, Center for Cancer Research, National Institute of Health, Bethesda, MD 20814, USA; (T.S.); (M.K.C.)
| | - Mark R. Gilbert
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institute of Health, Bethesda, MD 20814, USA; (V.R.-R.); (T.D.); (A.L.); (M.Z.); (S.H.); (C.Y.); (M.R.G.)
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institute of Health, Bethesda, MD 20814, USA; (V.R.-R.); (T.D.); (A.L.); (M.Z.); (S.H.); (C.Y.); (M.R.G.)
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Ren L, Ruiz-Rodado V, Dowdy T, Huang S, Issaq SH, Beck J, Wang H, Tran Hoang C, Lita A, Larion M, LeBlanc AK. Glutaminase-1 (GLS1) inhibition limits metastatic progression in osteosarcoma. Cancer Metab 2020; 8:4. [PMID: 32158544 PMCID: PMC7057558 DOI: 10.1186/s40170-020-0209-8] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Accepted: 01/08/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Osteosarcoma (OS) is a malignant bone tumor that often develops during the period of rapid growth associated with adolescence. Despite successful primary tumor control accompanied by adjuvant chemotherapy, death from pulmonary metastases occurs in approximately 30% of patients within 5 years. As overall survival in patients remains unchanged over the last 30 years, urgent needs for novel therapeutic strategies exist. Cancer metastasis is characterized by complex molecular events which result from alterations in gene and protein expression/function. Recent studies suggest that metabolic adaptations, or "metabolic reprogramming," may similarly contribute to cancer metastasis. The goal of this study was to specifically interrogate the metabolic vulnerabilities of highly metastatic OS cell lines in a series of in vitro and in vivo experiments, in order to identify a tractable metabolically targeted therapeutic strategy for patients. METHODS Nutrient deprivation and drug treatment experiments were performed in MG63.3, 143B, and K7M2 OS cell lines to identify the impact of glutaminase-1 (GLS1) inhibition and metformin treatment on cell proliferation. We functionally validated the impact of drug treatment with extracellular flux analysis, nuclear magnetic resonance (NMR) spectroscopy, and mass spectrometry. 13C-glucose and 13C-glutamine tracing was employed to identify specific contributions of these nutrients to the global metabolic profiles generated with GLS1 inhibition and metformin treatment in vivo. RESULTS Highly metastatic OS cell lines require glutamine for proliferation, and exposure to CB-839, in combination with metformin, induces both primary tumor growth inhibition and a distinct reduction in metastatic outgrowth in vivo. Further, combination-treated OS cells showed a reduction in cellular mitochondrial respiration, while NMR confirmed the pharmacodynamic effects of glutaminase inhibition in tumor tissues. We observed global decreases in glycolysis and tricarboxylic acid (TCA) cycle functionality, alongside an increase in fatty acid oxidation and pyrimidine catabolism. CONCLUSIONS This data suggests combination-treated cells cannot compensate for metformin-induced electron transport chain inhibition by upregulating glutaminolysis to generate TCA cycle intermediates required for cell proliferation, translating into significant reductions in tumor growth and metastatic progression. This therapeutic approach could be considered for future clinical development for OS patients presenting with or at high risk of developing metastasis.
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Affiliation(s)
- L. Ren
- Comparative Oncology Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892 USA
| | - V. Ruiz-Rodado
- Metabolomics Section, NeuroOncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892 USA
| | - T. Dowdy
- Metabolomics Section, NeuroOncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892 USA
| | - S. Huang
- Comparative Oncology Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892 USA
| | - S. H. Issaq
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892 USA
| | - J. Beck
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892 USA
| | - H. Wang
- Comparative Oncology Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892 USA
| | - C. Tran Hoang
- Comparative Oncology Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892 USA
| | - A. Lita
- Metabolomics Section, NeuroOncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892 USA
| | - M. Larion
- Metabolomics Section, NeuroOncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892 USA
| | - A. K. LeBlanc
- Comparative Oncology Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892 USA
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Yamasaki T, Lita A, Dowdy T, Gilbert M, Larion M. CBMT-07. BIOMARKERS OF AGGRESSIVENESS IN IDH MUTANT GLIOMA. Neuro Oncol 2019. [DOI: 10.1093/neuonc/noz175.129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
BACKGROUND
Gliomas with isocitrate dehydrogenase (IDH) mutations in adults evolve from lower-grade gliomas to secondary glioblastomas (GBM), a fatal disease with fast progression. IDH mutation occurs early in tumorigenesis, and persistently contribute to the reprograming of glucose, lipid and amino acid metabolism. This offer a plethora of potential biomarkers of progression. However, because it is extremely difficult to detect the distribution and transfer of metabolites changing in every moment in a single cell, the involvement of metabolites produced by mutant IDH in malignant progression remains understudied.
MATERIALS AND METHODS
Raman imaging spectroscopy, which can image chemical bonds and concentration of molecules at submicron spatial resolution, enables detection of spatiotemporal changes of metabolomes in live cells. We developed the software called Biomolecular Component Analysis (BCAbox) to deconvolute the recorded raw Raman spectra, leading to detection of unique spectral features of different classes of biomolecules.
RESULTS AND CONCLUSIONS
We applied Raman imaging spectroscopy to GBM cell lines that were transfected with IDH1 mutant gene. Our results indicated that lipid metabolism has a unique profile in IDH1 mutant gliomas. Subsequent mass spectrometry analysis of extracted organelle revealed the exact classes of lipids altered in the IDH mutant glioma and suggested biomarkers unique to IDH1 mutant. We will report our validation studies of the biomarkers in patient-derived IDH mutant glioma cell lines and patients derived-orthotopic xenograft mouse models with different degrees of aggressiveness and in matched primary versus recurrent gliomas. The results of the present study may provide novel insights into the discovery of metabolic biomarkers for the malignant progression in IDH mutant gliomas.
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Affiliation(s)
| | - Adrian Lita
- National Institutes of Health, Bethesda, MD, USA
| | - Tyrone Dowdy
- National Institutes of Health, Bethesda, MD, USA
| | - Mark Gilbert
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
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Rodriguez V, Bailey R, Larion M, Gilbert MR. Retinoid receptor turnover mediated by sumoylation, ubiquitination and the valosin-containing protein is disrupted in glioblastoma. Sci Rep 2019; 9:16250. [PMID: 31700049 PMCID: PMC6838077 DOI: 10.1038/s41598-019-52696-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Accepted: 08/30/2019] [Indexed: 02/06/2023] Open
Abstract
Resistance to therapeutic use of retinoids in glioma has been observed for over 20 years; however, the exact mechanism of resistance remains unknown. To understand retinoic acid resistance in glioma, we studied the turnover mechanism of retinoid receptor proteins in neural stem cells and glioma stem-like cells. Here, we show that in normal neural stem cells, proteasomal degradation of retinoid receptors involves sumoylation, ubiquitination and recognition by the valosin-containing protein (VCP/p97/Cdc48). We find that Sumo1 modification has a dual role to stabilize the retinoid receptor from unwanted degradation and signal additional modification via ubiquitination. Subsequently, the modified receptor binds to the VCP chaperone and both proteins are degraded by the proteasome. Additionally, we reveal that all trans retinoic acid (ATRA) induces VCP expression, creating a positive feedback loop that enhances degradation. In contrast, the pathway is impaired in the glioma stem-like cells resulting in the accumulation of sumoylated and high molecular weight forms of retinoid receptors that lack transcriptional activity and fail to be recognized by the proteasome. Moreover, modified receptor accumulation occurs before ATRA treatment; therefore, the transcritptional defect in glioma is due to a block in the proteasomal degradation pathway that occurs after the sumo modification step.
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Affiliation(s)
- Virginia Rodriguez
- Neuro-oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA.
| | - Rolanda Bailey
- Neuro-oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Mioara Larion
- Neuro-oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Mark R Gilbert
- Neuro-oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
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Yeung C, Gibson AE, Issaq SH, Oshima N, Baumgart JT, Edessa LD, Rai G, Urban DJ, Johnson MS, Benavides GA, Squadrito GL, Yohe ME, Lei H, Eldridge S, Hamre J, Dowdy T, Ruiz-Rodado V, Lita A, Mendoza A, Shern JF, Larion M, Helman LJ, Stott GM, Krishna MC, Hall MD, Darley-Usmar V, Neckers LM, Heske CM. Targeting Glycolysis through Inhibition of Lactate Dehydrogenase Impairs Tumor Growth in Preclinical Models of Ewing Sarcoma. Cancer Res 2019; 79:5060-5073. [PMID: 31431459 PMCID: PMC6774872 DOI: 10.1158/0008-5472.can-19-0217] [Citation(s) in RCA: 77] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2019] [Revised: 06/26/2019] [Accepted: 08/12/2019] [Indexed: 12/15/2022]
Abstract
Altered cellular metabolism, including an increased dependence on aerobic glycolysis, is a hallmark of cancer. Despite the fact that this observation was first made nearly a century ago, effective therapeutic targeting of glycolysis in cancer has remained elusive. One potentially promising approach involves targeting the glycolytic enzyme lactate dehydrogenase (LDH), which is overexpressed and plays a critical role in several cancers. Here, we used a novel class of LDH inhibitors to demonstrate, for the first time, that Ewing sarcoma cells are exquisitely sensitive to inhibition of LDH. EWS-FLI1, the oncogenic driver of Ewing sarcoma, regulated LDH A (LDHA) expression. Genetic depletion of LDHA inhibited proliferation of Ewing sarcoma cells and induced apoptosis, phenocopying pharmacologic inhibition of LDH. LDH inhibitors affected Ewing sarcoma cell viability both in vitro and in vivo by reducing glycolysis. Intravenous administration of LDH inhibitors resulted in the greatest intratumoral drug accumulation, inducing tumor cell death and reducing tumor growth. The major dose-limiting toxicity observed was hemolysis, indicating that a narrow therapeutic window exists for these compounds. Taken together, these data suggest that targeting glycolysis through inhibition of LDH should be further investigated as a potential therapeutic approach for cancers such as Ewing sarcoma that exhibit oncogene-dependent expression of LDH and increased glycolysis. SIGNIFICANCE: LDHA is a pharmacologically tractable EWS-FLI1 transcriptional target that regulates the glycolytic dependence of Ewing sarcoma.
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Affiliation(s)
- Choh Yeung
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Anna E Gibson
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Sameer H Issaq
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Nobu Oshima
- Urologic Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Joshua T Baumgart
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Leah D Edessa
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Ganesha Rai
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Daniel J Urban
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Michelle S Johnson
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Gloria A Benavides
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Giuseppe L Squadrito
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Marielle E Yohe
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Haiyan Lei
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Sandy Eldridge
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - John Hamre
- Laboratory of Investigative Toxicology, Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Tyrone Dowdy
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Victor Ruiz-Rodado
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Adrian Lita
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Arnulfo Mendoza
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Jack F Shern
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Lee J Helman
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Gordon M Stott
- Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Murali C Krishna
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Matthew D Hall
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Victor Darley-Usmar
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Leonard M Neckers
- Urologic Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Christine M Heske
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
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40
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Abstract
Detailed studies of lipids in biological systems, including their role in cellular structure, metabolism, and disease development, comprise an increasingly prominent discipline called lipidomics. However, the conventional lipidomics tools, such as mass spectrometry, cannot investigate lipidomes until they are extracted, and thus they cannot be used for probing the lipid distribution nor for studying in live cells. Furthermore, conventional techniques rely on the lipid extraction from relatively large samples, which averages the data across the cellular populations and masks essential cell-to-cell variations. Further advancement of the discipline of lipidomics critically depends on the capability of high-resolution lipid profiling in live cells and, potentially, in single organelles. Here we report a micro-Raman assay designed for single-organelle lipidomics. We demonstrate how Raman microscopy can be used to measure the local intracellular biochemical composition and lipidome hallmarks-lipid concentration and unsaturation level, cis/trans isomer ratio, sphingolipids and cholesterol levels in live cells-with a sub-micrometer resolution, which is sufficient for profiling of subcellular structures. These lipidome data were generated by a newly developed biomolecular component analysis software, which provides a shared platform for data analysis among different research groups. We outline a robust, reliable, and user-friendly protocol for quantitative analysis of lipid profiles in subcellular structures. This method expands the capabilities of Raman-based lipidomics toward the analysis of single organelles within either live or fixed cells, thus allowing an unprecedented measure of organellar lipid heterogeneity and opening new quantitative ways to study the phenotypic variability in normal and diseased cells.
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Affiliation(s)
- Adrian Lita
- Neuro-Oncology Branch, Center for Cancer Research , National Cancer Institute, National Institutes of Health , Bethesda , Maryland 20892 , United States
| | - Andrey N Kuzmin
- Advanced Cytometry Instrumentation Systems, LLC , 19 Elm Street , Buffalo , New York 14203 , United States.,Institute for Lasers, Photonics and Biophotonics , University at Buffalo, State University of New York , Buffalo , New York 14260 , United States
| | - Artem Pliss
- Advanced Cytometry Instrumentation Systems, LLC , 19 Elm Street , Buffalo , New York 14203 , United States.,Institute for Lasers, Photonics and Biophotonics , University at Buffalo, State University of New York , Buffalo , New York 14260 , United States
| | - Alexander Baev
- Institute for Lasers, Photonics and Biophotonics , University at Buffalo, State University of New York , Buffalo , New York 14260 , United States
| | - Alexander Rzhevskii
- Thermo Fisher Scientific , 2 Radcliff Road, Tewksbury , Massachusetts 01876 , United States
| | - Mark R Gilbert
- Neuro-Oncology Branch, Center for Cancer Research , National Cancer Institute, National Institutes of Health , Bethesda , Maryland 20892 , United States
| | - Mioara Larion
- Neuro-Oncology Branch, Center for Cancer Research , National Cancer Institute, National Institutes of Health , Bethesda , Maryland 20892 , United States
| | - Paras N Prasad
- Institute for Lasers, Photonics and Biophotonics , University at Buffalo, State University of New York , Buffalo , New York 14260 , United States
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Hao S, Song H, Zhang W, Seldomridge A, Jung J, Giles AJ, Hutchinson MK, Cao X, Colwell N, Lita A, Larion M, Maric D, Abu-Asab M, Quezado M, Kramp T, Camphausen K, Zhuang Z, Gilbert MR, Park DM. Protein phosphatase 2A inhibition enhances radiation sensitivity and reduces tumor growth in chordoma. Neuro Oncol 2019; 20:799-809. [PMID: 29294092 DOI: 10.1093/neuonc/nox241] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Background Standard therapy for chordoma consists of surgical resection followed by high-dose irradiation. Protein phosphatase 2A (PP2A) is a ubiquitously expressed serine/threonine phosphatase involved in signal transduction, cell cycle progression, cell differentiation, and DNA repair. LB100 is a small-molecule inhibitor of PP2A designed to sensitize cancer cells to DNA damage from irradiation and chemotherapy. A recently completed phase I trial of LB100 in solid tumors demonstrated its safety. Here, we show the therapeutic potential of LB100 in chordoma. Methods Three patient-derived chordoma cell lines were used: U-CH1, JHC7, and UM-Chor1. Cell proliferation was determined with LB100 alone and in combination with irradiation. Cell cycle progression was assessed by flow cytometry. Quantitative γ-H2AX immunofluorescence and immunoblot evaluated the effect of LB100 on radiation-induced DNA damage. Ultrastructural evidence for nuclear damage was investigated using Raman imaging and transmission electron microscopy. A xenograft model was established to determine potential clinical utility of adding LB100 to irradiation. Results PP2A inhibition in concert with irradiation demonstrated in vitro growth inhibition. The combination of LB100 and radiation also induced accumulation at the G2/M phase of the cell cycle, the stage most sensitive to radiation-induced damage. LB100 enhanced radiation-induced DNA double-strand breaks. Animals implanted with chordoma cells and treated with the combination of LB100 and radiation demonstrated tumor growth delay. Conclusions Combining LB100 and radiation enhanced DNA damage-induced cell death and delayed tumor growth in an animal model of chordoma. PP2A inhibition by LB100 treatment may improve the effectiveness of radiation therapy for chordoma.
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Affiliation(s)
- Shuyu Hao
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA.,Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Hua Song
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Wei Zhang
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Ashlee Seldomridge
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Jinkyu Jung
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Amber J Giles
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Marsha-Kay Hutchinson
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Xiaoyu Cao
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Nicole Colwell
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Adrian Lita
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Mioara Larion
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Dragan Maric
- Flow Cytometry Core Facility, National Institute of Neurological Disorders and Stroke, Bethesda, Maryland, USA
| | - Mones Abu-Asab
- Ultrastructural Pathology Section, National Eye Institute, Bethesda, Maryland, USA
| | - Martha Quezado
- Neuropathology Section, Laboratory of Pathology, National Cancer Institute, Bethesda, Maryland, USA
| | - Tamalee Kramp
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Kevin Camphausen
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Zhengping Zhuang
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Mark R Gilbert
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Deric M Park
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
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42
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Lita A, Wu J, Park D, Gilbert M, Larion M. CBMT-43. SINGLE LIVE TUMOR CELL METABOLISM VIA RAMAN IMAGING MICROSCOPY. Neuro Oncol 2018. [DOI: 10.1093/neuonc/noy148.162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Adrian Lita
- Neuro-Oncology Branch, Center for Cancer Research, NCI, Bethesda, MD, USA
| | - Jing Wu
- Neuro-Oncology Branch, CCR, NCI, NIH, Bethesda, MD, USA
| | - Deric Park
- Neuro-Oncology Branch, CCR, NCI, NIH, Bethesda, MD, USA
| | - Mark Gilbert
- Neuro-Oncology Branch, CCR, NCI, NIH, Bethesda, MD, USA
| | - Mioara Larion
- Neuro-Oncology Branch, Center for Cancer Research, NCI, Bethesda, MD, USA
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43
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Larion M, Rodado VR, Seki T, Malta T, Lita A, Dowdy T, Celiku O, Saldana AC, Li A, Zhang W, Song H, Davis D, Lee S, Neckers J, Munasinghe J, Noushmehr H, Herold-Mende C, Gilbert M, Cherukuri MK. CBMT-42. LOSS OF PROMOTER METHYLATION IN GLYCOLYTIC GENES IS ASSOCIATED WITH AGGRESSIVENESS IN IDH1-MUTANT LOWER GRADE GLIOMAS. Neuro Oncol 2018. [DOI: 10.1093/neuonc/noy148.161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Mioara Larion
- Neuro-Oncology Branch, Center for Cancer Research, NCI, Bethesda, MD, USA
| | | | | | | | - Adrian Lita
- Neuro-Oncology Branch, Center for Cancer Research, NCI, Bethesda, MD, USA
| | - Tyrone Dowdy
- Neuro-Oncology Branch, Center for Cancer Research, NCI, Bethesda, MD, USA
| | - Orieta Celiku
- Neuro-Oncology Branch, Center for Cancer Research, NCI, Bethesda, MD, USA
| | | | - Aiguo Li
- Neuro-Oncology Branch, Center for Cancer Research, NCI, Bethesda, MD, USA
| | - Wei Zhang
- Neuro-Oncology Branch, CCR, NCI, NIH, Bethesda, MD, USA
| | - Hua Song
- Neuro-Oncology Branch, CCR, NCI, NIH, Bethesda, MD, USA
| | - Dionne Davis
- National Institutes of Health, Bethesda, MD, USA
| | - Sunmin Lee
- National Institutes of Health, Bethesda, MD, USA
| | - Jane Neckers
- National Institutes of Health, Bethesda, MD, USA
| | | | | | | | - Mark Gilbert
- Neuro-Oncology Branch, CCR, NCI, NIH, Bethesda, MD, USA
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Ruiz Rodado V, Lita A, Dowdy T, Saldana AC, Gilbert M, Larion M. CBMT-44. METABOLIC PLASTICITY AND HETEROGENEITY IN IDH1MUT CELL LINES PRODUCES RESISTANCE TO GLUTAMINASE INHIBITION BY CB839. Neuro Oncol 2018. [DOI: 10.1093/neuonc/noy148.163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- Victor Ruiz Rodado
- Neuro-Oncology Branch, Center for Cancer Research, NCI, Bethesda, MD, USA
| | - Adrian Lita
- Neuro-Oncology Branch, Center for Cancer Research, NCI, Bethesda, MD, USA
| | - Tyrone Dowdy
- Neuro-Oncology Branch, Center for Cancer Research, NCI, Bethesda, MD, USA
| | | | - Mark Gilbert
- Neuro-Oncology Branch, CCR, NCI, NIH, Bethesda, MD, USA
| | - Mioara Larion
- Neuro-Oncology Branch, Center for Cancer Research, NCI, Bethesda, MD, USA
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45
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Jung J, Dowdy T, Tabouret E, Reynolds B, Allen J, Larion M, Gilbert M, Park D. EXTH-58. ONC206, AN IMIPRIDONE FAMILY MEMBER, SUPPRESSES GLIOBLASTOMA CELLS VIA BLOCKING CANCER STEMNESS PATHWAYS. Neuro Oncol 2018. [DOI: 10.1093/neuonc/noy148.406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Jinkyu Jung
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, USA
| | - Tyrone Dowdy
- Neuro-Oncology Branch, Center for Cancer Research, NCI, Bethesda, MD, USA
| | - Emeline Tabouret
- Neuro-Oncology Branch, National Cancer Institute, Bethesda, MD, USA
| | - Brent Reynolds
- Department of Neurosurgery, University of Florida, Gainesville, FL, USA
| | | | - Mioara Larion
- Neuro-Oncology Branch, CCR, NCI, NIH, Bethesda, MD, USA
| | - Mark Gilbert
- Neuro-Oncology Branch, CCR, NCI, NIH, Bethesda, MD, USA
| | - Deric Park
- Neuro-Oncology Branch, CCR, NCI, NIH, Bethesda, MD, USA
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Rodriguez V, Bailey R, Larion M, Gilbert M. DRES-18. SUMO1 AND VALOSIN-CONTAINING PROTEIN REGULATE RETINOID RECEPTOR PROTEIN TURNOVER– A PROCESS DISRUPTED IN GLIOBLASTOMA. Neuro Oncol 2018. [DOI: 10.1093/neuonc/noy148.325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
| | | | - Mioara Larion
- Neuro-Oncology Branch, CCR, NCI, NIH, Bethesda, MD, USA
| | - Mark Gilbert
- Neuro-Oncology Branch, CCR, NCI, NIH, Bethesda, MD, USA
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Colwell N, Larion M, Giles AJ, Seldomridge AN, Sizdahkhani S, Gilbert MR, Park DM. Hypoxia in the glioblastoma microenvironment: shaping the phenotype of cancer stem-like cells. Neuro Oncol 2018; 19:887-896. [PMID: 28339582 DOI: 10.1093/neuonc/now258] [Citation(s) in RCA: 159] [Impact Index Per Article: 26.5] [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: 12/14/2022] Open
Abstract
Glioblastoma is the most common and aggressive malignant primary brain tumor. Cellular heterogeneity is a characteristic feature of the disease and contributes to the difficulty in formulating effective therapies. Glioma stem-like cells (GSCs) have been identified as a subpopulation of tumor cells that are thought to be largely responsible for resistance to treatment. Intratumoral hypoxia contributes to maintenance of the GSCs by supporting the critical stem cell traits of multipotency, self-renewal, and tumorigenicity. This review highlights the interaction of GSCs with the hypoxic tumor microenvironment, exploring the mechanisms underlying the contribution of GSCs to tumor vessel dynamics, immune modulation, and metabolic alteration.
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Affiliation(s)
- Nicole Colwell
- Neuro-Oncology Branch, National Cancer Institute and National Institute of Neurological Disorders and Stroke, Bethesda, Maryland ; Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, Bethesda, Maryland
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute and National Institute of Neurological Disorders and Stroke, Bethesda, Maryland ; Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, Bethesda, Maryland
| | - Amber J Giles
- Neuro-Oncology Branch, National Cancer Institute and National Institute of Neurological Disorders and Stroke, Bethesda, Maryland ; Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, Bethesda, Maryland
| | - Ashlee N Seldomridge
- Neuro-Oncology Branch, National Cancer Institute and National Institute of Neurological Disorders and Stroke, Bethesda, Maryland ; Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, Bethesda, Maryland
| | - Saman Sizdahkhani
- Neuro-Oncology Branch, National Cancer Institute and National Institute of Neurological Disorders and Stroke, Bethesda, Maryland ; Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, Bethesda, Maryland
| | - Mark R Gilbert
- Neuro-Oncology Branch, National Cancer Institute and National Institute of Neurological Disorders and Stroke, Bethesda, Maryland ; Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, Bethesda, Maryland
| | - Deric M Park
- Neuro-Oncology Branch, National Cancer Institute and National Institute of Neurological Disorders and Stroke, Bethesda, Maryland ; Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, Bethesda, Maryland
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48
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Su YT, Chen R, Wang H, Song H, Zhang Q, Chen LY, Lappin H, Vasconcelos G, Lita A, Maric D, Li A, Celiku O, Zhang W, Meetze K, Estok T, Larion M, Abu-Asab M, Zhuang Z, Yang C, Gilbert MR, Wu J. Novel Targeting of Transcription and Metabolism in Glioblastoma. Clin Cancer Res 2017; 24:1124-1137. [PMID: 29254993 DOI: 10.1158/1078-0432.ccr-17-2032] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Revised: 10/31/2017] [Accepted: 12/13/2017] [Indexed: 11/16/2022]
Abstract
Purpose: Glioblastoma (GBM) is highly resistant to treatment, largely due to disease heterogeneity and resistance mechanisms. We sought to investigate a promising drug that can inhibit multiple aspects of cancer cell survival mechanisms and become an effective therapeutic for GBM patients.Experimental Design: To investigate TG02, an agent with known penetration of the blood-brain barrier, we examined the effects as single agent and in combination with temozolomide, a commonly used chemotherapy in GBM. We used human GBM cells and a syngeneic mouse orthotopic GBM model, evaluating survival and the pharmacodynamics of TG02. Mechanistic studies included TG02-induced transcriptional regulation, apoptosis, and RNA sequencing in treated GBM cells as well as the investigation of mitochondrial and glycolytic function assays.Results: We demonstrated that TG02 inhibited cell proliferation, induced cell death, and synergized with temozolomide in GBM cells with different genetic background but not in astrocytes. TG02-induced cytotoxicity was blocked by the overexpression of phosphorylated CDK9, suggesting a CDK9-dependent cell killing. TG02 suppressed transcriptional progression of antiapoptotic proteins and induced apoptosis in GBM cells. We further demonstrated that TG02 caused mitochondrial dysfunction and glycolytic suppression and ultimately ATP depletion in GBM. A prolonged survival was observed in GBM mice receiving combined treatment of TG02 and temozolomide. The TG02-induced decrease of CDK9 phosphorylation was confirmed in the brain tumor tissue.Conclusions: TG02 inhibits multiple survival mechanisms and synergistically decreases energy production with temozolomide, representing a promising therapeutic strategy in GBM, currently under investigation in an ongoing clinical trial. Clin Cancer Res; 24(5); 1124-37. ©2017 AACR.
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Affiliation(s)
- Yu-Ting Su
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Robert Chen
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Herui Wang
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Hua Song
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Qi Zhang
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Li-Yuan Chen
- Critical Care Medicine Department, Clinical Center, NIH, Bethesda, Maryland
| | - Hallie Lappin
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Gabriel Vasconcelos
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Adrian Lita
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Dragan Maric
- Flow and Imaging Cytometry Core Facility, National Institute of Neurological Disorders and Stroke, NIH, Bethesda, Maryland
| | - Aiguo Li
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Orieta Celiku
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Wei Zhang
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | | | | | - Mioara Larion
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Mones Abu-Asab
- Section of Histopathology, National Eye Institute, NIH, Bethesda, Maryland
| | - Zhengping Zhuang
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Chunzhang Yang
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Mark R Gilbert
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Jing Wu
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland.
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Rodado VR, Seki T, Dowdy T, Lita A, Celiku O, Yamamoto K, Saito K, Saldana AC, Li A, Cherukuri MK, Gilbert M, Larion M. METB-16. ACQUISITION OF WARBURG PHENOTYPE IN IDH1-MUTATED GLIOMA AS A MECHANISM OF MALIGNANT TRANSFORMATION. Neuro Oncol 2017. [DOI: 10.1093/neuonc/nox168.539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Rodado VR, Saldana AC, Movva S, Lita A, Dowdy T, Gilbert MR, Larion M. METB-04. METABOLIC EFFECTS OF A GLUTAMINASE INHIBITOR ON GLIOMA CELL LINES. Neuro Oncol 2017. [DOI: 10.1093/neuonc/nox168.529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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