1
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Liu C, Lei S, Cai T, Cheng Y, Bai J, Fu W, Huang M. Inducible nitric oxide synthase activity mediates TNF-α-induced endothelial cell dysfunction. Am J Physiol Cell Physiol 2023; 325:C780-C795. [PMID: 37575057 DOI: 10.1152/ajpcell.00153.2023] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 08/03/2023] [Accepted: 08/03/2023] [Indexed: 08/15/2023]
Abstract
Inducible nitric oxide synthase (iNOS) and vascular endothelial dysfunction have been implicated in the development and progression of atherosclerosis. This study aimed to elucidate the role of iNOS in vascular endothelial dysfunction. Ultrahigh performance liquid chromatography-quadrupole time-of-flight mass spectrometry combined with multivariate data analysis was used to characterize the metabolic changes in human umbilical vein endothelial cells (HUVECs) in response to different treatment conditions. In addition, molecular biology techniques were employed to explain the molecular mechanisms underlying the role of iNOS in vascular endothelial dysfunction. Tumor necrosis factor-α (TNF-α) enhances the expression of iNOS, TXNIP, and the level of reactive oxygen species (ROS) facilitates the entry of nuclear factor-κB (NF-κB) into the nucleus and promotes injury in HUVECs. iNOS deficiency reversed the TNF-α-mediated pathological changes in HUVECs. Moreover, TNF-α increased the expression of tumor necrosis factor receptor-2 (TNFR-2) and the levels of p-IκBα and IL-6 proteins and CD31, ICAM-1, and VCAM-1 protein expression, which was significantly reduced in HUVECs with iNOS deficiency. In addition, treating HUVECs in the absence or presence of TNF-α or iNOS, respectively, enabled the identification of putative endogenous biomarkers associated with endothelial dysfunction. These biomarkers were involved in critical metabolic pathways, including glycosylphosphatidylinositol-anchor biosynthesis, amino acid metabolism, sphingolipid metabolism, and fatty acid metabolism. iNOS deficiency during vascular endothelial dysfunction may affect the expression of TNFR-2, vascular adhesion factors, and the level of ROS via cellular metabolic changes, thereby attenuating vascular endothelial dysfunction.NEW & NOTEWORTHY Inducible nitric oxide synthase (iNOS) deficiency during vascular endothelial dysfunction may affect the expression of tumor necrosis factor receptor-2 and vascular adhesion factors via cellular metabolic changes, thereby attenuating vascular endothelial dysfunction.
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Affiliation(s)
- Chen Liu
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Sujuan Lei
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Tianying Cai
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Yonglang Cheng
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Junjie Bai
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Wenguang Fu
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Meizhou Huang
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
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2
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Matamala Montoya M, van Slobbe GJJ, Chang JC, Zaal EA, Berkers CR. Metabolic changes underlying drug resistance in the multiple myeloma tumor microenvironment. Front Oncol 2023; 13:1155621. [PMID: 37091139 PMCID: PMC10117897 DOI: 10.3389/fonc.2023.1155621] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 03/21/2023] [Indexed: 04/08/2023] Open
Abstract
Multiple myeloma (MM) is characterized by the clonal expansion of malignant plasma cells in the bone marrow (BM). MM remains an incurable disease, with the majority of patients experiencing multiple relapses from different drugs. The MM tumor microenvironment (TME) and in particular bone-marrow stromal cells (BMSCs) play a crucial role in the development of drug resistance. Metabolic reprogramming is emerging as a hallmark of cancer that can potentially be exploited for cancer treatment. Recent studies show that metabolism is further adjusted in MM cells during the development of drug resistance. However, little is known about the role of BMSCs in inducing metabolic changes that are associated with drug resistance. In this Perspective, we summarize current knowledge concerning the metabolic reprogramming of MM, with a focus on those changes associated with drug resistance to the proteasome inhibitor Bortezomib (BTZ). In addition, we present proof-of-concept fluxomics (glucose isotope-tracing) and Seahorse data to show that co-culture of MM cells with BMSCs skews the metabolic phenotype of MM cells towards a drug-resistant phenotype, with increased oxidative phosphorylation (OXPHOS), serine synthesis pathway (SSP), TCA cycle and glutathione (GSH) synthesis. Given the crucial role of BMSCs in conveying drug resistance, insights into the metabolic interaction between MM and BMSCs may ultimately aid in the identification of novel metabolic targets that can be exploited for therapy.
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Affiliation(s)
- María Matamala Montoya
- Division Cell Biology, Metabolism & Cancer, Department Biomolecular Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, Netherlands
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute of Pharmaceutical Sciences, Utrecht University, Utrecht, Netherlands
| | - Gijs J. J. van Slobbe
- Division Cell Biology, Metabolism & Cancer, Department Biomolecular Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, Netherlands
| | - Jung-Chin Chang
- Division Cell Biology, Metabolism & Cancer, Department Biomolecular Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, Netherlands
| | - Esther A. Zaal
- Division Cell Biology, Metabolism & Cancer, Department Biomolecular Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, Netherlands
- *Correspondence: Celia R. Berkers, ; Esther A. Zaal,
| | - Celia R. Berkers
- Division Cell Biology, Metabolism & Cancer, Department Biomolecular Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, Netherlands
- *Correspondence: Celia R. Berkers, ; Esther A. Zaal,
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3
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Alaterre E, Vikova V, Kassambara A, Bruyer A, Robert N, Requirand G, Bret C, Herbaux C, Vincent L, Cartron G, Elemento O, Moreaux J. RNA-Sequencing-Based Transcriptomic Score with Prognostic and Theranostic Values in Multiple Myeloma. J Pers Med 2021; 11:jpm11100988. [PMID: 34683129 PMCID: PMC8541503 DOI: 10.3390/jpm11100988] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 09/23/2021] [Accepted: 09/26/2021] [Indexed: 12/11/2022] Open
Abstract
Multiple myeloma (MM) is the second most frequent hematological cancer and is characterized by the clonal proliferation of malignant plasma cells. Genome-wide expression profiling (GEP) analysis with DNA microarrays has emerged as a powerful tool for biomedical research, generating a huge amount of data. Microarray analyses have improved our understanding of MM disease and have led to important clinical applications. In MM, GEP has been used to stratify patients, define risk, identify therapeutic targets, predict treatment response, and understand drug resistance. In this study, we built a gene risk score for 267 genes using RNA-seq data that demonstrated a prognostic value in two independent cohorts (n = 674 and n = 76) of newly diagnosed MM patients treated with high-dose Melphalan and autologous stem cell transplantation. High-risk patients were associated with the expression of genes involved in several major pathways implicated in MM pathophysiology, including interferon response, cell proliferation, hypoxia, IL-6 signaling pathway, stem cell genes, MYC, and epigenetic deregulation. The RNA-seq-based risk score was correlated with specific MM somatic mutation profiles and responses to targeted treatment including EZH2, MELK, TOPK/PBK, and Aurora kinase inhibitors, outlining potential utility for precision medicine strategies in MM.
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Affiliation(s)
- Elina Alaterre
- Institute of Human Genetics, UMR 9002 CNRS-UM, 34395 Montpellier, France; (E.A.); (V.V.); (A.K.); (A.B.); (C.B.); (C.H.)
| | - Veronika Vikova
- Institute of Human Genetics, UMR 9002 CNRS-UM, 34395 Montpellier, France; (E.A.); (V.V.); (A.K.); (A.B.); (C.B.); (C.H.)
| | - Alboukadel Kassambara
- Institute of Human Genetics, UMR 9002 CNRS-UM, 34395 Montpellier, France; (E.A.); (V.V.); (A.K.); (A.B.); (C.B.); (C.H.)
- Diag2Tec, 34395 Montpellier, France
| | - Angélique Bruyer
- Institute of Human Genetics, UMR 9002 CNRS-UM, 34395 Montpellier, France; (E.A.); (V.V.); (A.K.); (A.B.); (C.B.); (C.H.)
- Diag2Tec, 34395 Montpellier, France
| | - Nicolas Robert
- Department of Biological Hematology, CHU Montpellier, 34395 Montpellier, France; (N.R.); (G.R.)
| | - Guilhem Requirand
- Department of Biological Hematology, CHU Montpellier, 34395 Montpellier, France; (N.R.); (G.R.)
| | - Caroline Bret
- Institute of Human Genetics, UMR 9002 CNRS-UM, 34395 Montpellier, France; (E.A.); (V.V.); (A.K.); (A.B.); (C.B.); (C.H.)
- Department of Biological Hematology, CHU Montpellier, 34395 Montpellier, France; (N.R.); (G.R.)
- UFR de Médecine, University of Montpellier, 34003 Montpellier, France;
| | - Charles Herbaux
- Institute of Human Genetics, UMR 9002 CNRS-UM, 34395 Montpellier, France; (E.A.); (V.V.); (A.K.); (A.B.); (C.B.); (C.H.)
- UFR de Médecine, University of Montpellier, 34003 Montpellier, France;
- Department of Clinical Hematology, CHU Montpellier, 34395 Montpellier, France;
| | - Laure Vincent
- Department of Clinical Hematology, CHU Montpellier, 34395 Montpellier, France;
| | - Guillaume Cartron
- UFR de Médecine, University of Montpellier, 34003 Montpellier, France;
- Department of Clinical Hematology, CHU Montpellier, 34395 Montpellier, France;
- IGMM, UMR CNRS-UM 5535, 34090 Montpellier, France
| | - Olivier Elemento
- Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA;
| | - Jérôme Moreaux
- Institute of Human Genetics, UMR 9002 CNRS-UM, 34395 Montpellier, France; (E.A.); (V.V.); (A.K.); (A.B.); (C.B.); (C.H.)
- Department of Biological Hematology, CHU Montpellier, 34395 Montpellier, France; (N.R.); (G.R.)
- UFR de Médecine, University of Montpellier, 34003 Montpellier, France;
- IUF, Institut Universitaire de France, 75005 Paris, France
- Correspondence: ; Tel.: +33-(0)4-67-33-79-03
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Pyrimidine Biosynthetic Enzyme CAD: Its Function, Regulation, and Diagnostic Potential. Int J Mol Sci 2021; 22:ijms221910253. [PMID: 34638594 PMCID: PMC8508918 DOI: 10.3390/ijms221910253] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Revised: 09/18/2021] [Accepted: 09/19/2021] [Indexed: 01/10/2023] Open
Abstract
CAD (Carbamoyl-phosphate synthetase 2, Aspartate transcarbamoylase, and Dihydroorotase) is a multifunctional protein that participates in the initial three speed-limiting steps of pyrimidine nucleotide synthesis. Over the past two decades, extensive investigations have been conducted to unmask CAD as a central player for the synthesis of nucleic acids, active intermediates, and cell membranes. Meanwhile, the important role of CAD in various physiopathological processes has also been emphasized. Deregulation of CAD-related pathways or CAD mutations cause cancer, neurological disorders, and inherited metabolic diseases. Here, we review the structure, function, and regulation of CAD in mammalian physiology as well as human diseases, and provide insights into the potential to target CAD in future clinical applications.
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5
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Višnjić D, Lalić H, Dembitz V, Tomić B, Smoljo T. AICAr, a Widely Used AMPK Activator with Important AMPK-Independent Effects: A Systematic Review. Cells 2021. [PMID: 34064363 DOI: 10.3390/cellsl0051095] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2023] Open
Abstract
5-Aminoimidazole-4-carboxamide ribonucleoside (AICAr) has been one of the most commonly used pharmacological modulators of AMPK activity. The majority of early studies on the role of AMPK, both in the physiological regulation of metabolism and in cancer pathogenesis, were based solely on the use of AICAr as an AMPK-activator. Even with more complex models of AMPK downregulation and knockout being introduced, AICAr remained a regular starting point for many studies focusing on AMPK biology. However, there is an increasing number of studies showing that numerous AICAr effects, previously attributed to AMPK activation, are in fact AMPK-independent. This review aims to give an overview of the present knowledge on AMPK-dependent and AMPK-independent effects of AICAr on metabolism, hypoxia, exercise, nucleotide synthesis, and cancer, calling for caution in the interpretation of AICAr-based studies in the context of understanding AMPK signaling pathway.
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Affiliation(s)
- Dora Višnjić
- Laboratory of Cell Biology, Croatian Institute for Brain Research, University of Zagreb School of Medicine, 10000 Zagreb, Croatia
- Department of Physiology, University of Zagreb School of Medicine, 10000 Zagreb, Croatia
| | - Hrvoje Lalić
- Laboratory of Cell Biology, Croatian Institute for Brain Research, University of Zagreb School of Medicine, 10000 Zagreb, Croatia
- Department of Physiology, University of Zagreb School of Medicine, 10000 Zagreb, Croatia
| | - Vilma Dembitz
- Laboratory of Cell Biology, Croatian Institute for Brain Research, University of Zagreb School of Medicine, 10000 Zagreb, Croatia
- Department of Physiology, University of Zagreb School of Medicine, 10000 Zagreb, Croatia
| | - Barbara Tomić
- Laboratory of Cell Biology, Croatian Institute for Brain Research, University of Zagreb School of Medicine, 10000 Zagreb, Croatia
- Department of Physiology, University of Zagreb School of Medicine, 10000 Zagreb, Croatia
| | - Tomislav Smoljo
- Laboratory of Cell Biology, Croatian Institute for Brain Research, University of Zagreb School of Medicine, 10000 Zagreb, Croatia
- Department of Physiology, University of Zagreb School of Medicine, 10000 Zagreb, Croatia
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6
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AICAr, a Widely Used AMPK Activator with Important AMPK-Independent Effects: A Systematic Review. Cells 2021; 10:cells10051095. [PMID: 34064363 PMCID: PMC8147799 DOI: 10.3390/cells10051095] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 04/21/2021] [Accepted: 05/01/2021] [Indexed: 12/24/2022] Open
Abstract
5-Aminoimidazole-4-carboxamide ribonucleoside (AICAr) has been one of the most commonly used pharmacological modulators of AMPK activity. The majority of early studies on the role of AMPK, both in the physiological regulation of metabolism and in cancer pathogenesis, were based solely on the use of AICAr as an AMPK-activator. Even with more complex models of AMPK downregulation and knockout being introduced, AICAr remained a regular starting point for many studies focusing on AMPK biology. However, there is an increasing number of studies showing that numerous AICAr effects, previously attributed to AMPK activation, are in fact AMPK-independent. This review aims to give an overview of the present knowledge on AMPK-dependent and AMPK-independent effects of AICAr on metabolism, hypoxia, exercise, nucleotide synthesis, and cancer, calling for caution in the interpretation of AICAr-based studies in the context of understanding AMPK signaling pathway.
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7
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Mollick T, Laín S. Modulating pyrimidine ribonucleotide levels for the treatment of cancer. Cancer Metab 2020; 8:12. [PMID: 33020720 PMCID: PMC7285601 DOI: 10.1186/s40170-020-00218-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Accepted: 05/14/2020] [Indexed: 12/25/2022] Open
Abstract
By providing the necessary building blocks for nucleic acids and precursors for cell membrane synthesis, pyrimidine ribonucleotides are essential for cell growth and proliferation. Therefore, depleting pyrimidine ribonucleotide pools has long been considered as a strategy to reduce cancer cell growth. Here, we review the pharmacological approaches that have been employed to modulate pyrimidine ribonucleotide synthesis and degradation routes and discuss their potential use in cancer therapy. New developments in the treatment of myeloid malignancies with inhibitors of pyrimidine ribonucleotide synthesis justify revisiting the literature as well as discussing whether targeting this metabolic pathway can be effective and sufficiently selective for cancer cells to warrant an acceptable therapeutic index in patients.
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Affiliation(s)
- Tanzina Mollick
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Solnavägen 9, SE-171 65, Solna, Stockholm, Sweden.,SciLifeLab, Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Tomtebodavägen 23, SE-171 65, Solna, Stockholm, Sweden
| | - Sonia Laín
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Solnavägen 9, SE-171 65, Solna, Stockholm, Sweden.,SciLifeLab, Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Tomtebodavägen 23, SE-171 65, Solna, Stockholm, Sweden
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8
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Oizel K, Tait-Mulder J, Fernandez-de-Cossio-Diaz J, Pietzke M, Brunton H, Lilla S, Dhayade S, Athineos D, Blanco GR, Sumpton D, Mackay GM, Blyth K, Zanivan SR, Meiser J, Vazquez A. Formate induces a metabolic switch in nucleotide and energy metabolism. Cell Death Dis 2020; 11:310. [PMID: 32366892 PMCID: PMC7198490 DOI: 10.1038/s41419-020-2523-z] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Revised: 04/17/2020] [Accepted: 04/17/2020] [Indexed: 12/14/2022]
Abstract
Formate is a precursor for the de novo synthesis of purine and deoxythymidine nucleotides. Formate also interacts with energy metabolism by promoting the synthesis of adenine nucleotides. Here we use theoretical modelling together with metabolomics analysis to investigate the link between formate, nucleotide and energy metabolism. We uncover that endogenous or exogenous formate induces a metabolic switch from low to high adenine nucleotide levels, increasing the rate of glycolysis and repressing the AMPK activity. Formate also induces an increase in the pyrimidine precursor orotate and the urea cycle intermediate argininosuccinate, in agreement with the ATP-dependent activities of carbamoyl-phosphate and argininosuccinate synthetase. In vivo data for mouse and human cancers confirms the association between increased formate production, nucleotide and energy metabolism. Finally, the in vitro observations are recapitulated in mice following and intraperitoneal injection of formate. We conclude that formate is a potent regulator of purine, pyrimidine and energy metabolism.
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Affiliation(s)
| | | | | | | | | | - Sergio Lilla
- Cancer Research UK Beatson Institute, Glasgow, UK
| | | | | | | | | | | | - Karen Blyth
- Cancer Research UK Beatson Institute, Glasgow, UK
| | - Sara R Zanivan
- Cancer Research UK Beatson Institute, Glasgow, UK
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Johannes Meiser
- Department of Oncology, Luxembourg Institute of Health, L-1526, Luxembourg, Luxembourg
| | - Alexei Vazquez
- Cancer Research UK Beatson Institute, Glasgow, UK.
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK.
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9
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Winter H, Kaisaki PJ, Harvey J, Giacopuzzi E, Ferla MP, Pentony MM, Knight SJ, Sharma RA, Taylor JC, McCullagh JS. Identification of Circulating Genomic and Metabolic Biomarkers in Intrahepatic Cholangiocarcinoma. Cancers (Basel) 2019; 11:E1895. [PMID: 31795195 PMCID: PMC6966597 DOI: 10.3390/cancers11121895] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2019] [Revised: 11/19/2019] [Accepted: 11/22/2019] [Indexed: 02/06/2023] Open
Abstract
Intrahepatic cholangiocarcinoma (ICC) is an aggressive cancer arising from the bile ducts with a need for earlier diagnosis and a greater range of treatment options. KRAS/NRAS mutations are common in ICC tumours and 6-32% of patients also have isocitrate dehydrogenase 1 and 2 (IDH1 and IDH2) gene mutations associated with metabolic changes. This feasibility study investigated sequencing circulating tumour DNA (ctDNA) combined with metabolite profiling of plasma as a method for biomarker discovery in ICC patients. Plasma was collected from four ICC patients receiving radio-embolisation and healthy controls at multiple time points. ctDNA was sequenced using Ampliseq cancer hotspot panel-v2 on Ion Torrent PGM for single nucleotide variants (SNV) detection and with Illumina whole genome sequencing for copy number variants (CNV) and further targeted examination for SNVs. Untargeted analysis of metabolites from patient and control plasma was performed using liquid chromatography coupled with high-resolution tandem mass spectrometry (LC-MS/MS). Metabolite identification was performed using multi-parameter comparisons with analysis of authentic standards, and univariate statistical analysis was performed to identify differences in metabolite abundance between patient and control samples. Recurrent somatic SNVs and CNVs were identified in ctDNA from three out of four patients that included both NRAS and IDH1 mutations linked to ICC. Plasma metabolite analysis revealed biomarker metabolites associated with ICC and in particular 2-hydroxyglutarate (2-HG) levels were elevated in both samples from the only patient showing a variant allele in IDH1. A reduction in the number of CNVs was observed with treatment. This study demonstrates that ctDNA and metabolite levels can be identified and correlated in ICC patient blood samples and differentiated from healthy controls. We conclude that combining genomic and metabolic analysis of plasma offers an effective approach to biomarker identification with potential for disease stratification and early detection studies.
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Affiliation(s)
- Helen Winter
- National Institute for Health Research (NIHR) Oxford Biomedical Research Centre, Wellcome Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK; (H.W.); (P.J.K.); (E.G.); (M.P.F.); (M.M.P.); (J.C.T.)
- NIHR Oxford Biomedical Research Centre, Department of Oncology, University of Oxford, Oxford OX3 7DQ, UK;
- Bristol Cancer Institute, Horfield Rd, Bristol BS2 8ED, UK
| | - Pamela J. Kaisaki
- National Institute for Health Research (NIHR) Oxford Biomedical Research Centre, Wellcome Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK; (H.W.); (P.J.K.); (E.G.); (M.P.F.); (M.M.P.); (J.C.T.)
| | - Joe Harvey
- Chemistry Research Laboratory, Department of Chemistry, University of Oxford, Oxford OX1 3TA, UK;
| | - Edoardo Giacopuzzi
- National Institute for Health Research (NIHR) Oxford Biomedical Research Centre, Wellcome Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK; (H.W.); (P.J.K.); (E.G.); (M.P.F.); (M.M.P.); (J.C.T.)
| | - Matteo P. Ferla
- National Institute for Health Research (NIHR) Oxford Biomedical Research Centre, Wellcome Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK; (H.W.); (P.J.K.); (E.G.); (M.P.F.); (M.M.P.); (J.C.T.)
| | - Melissa M. Pentony
- National Institute for Health Research (NIHR) Oxford Biomedical Research Centre, Wellcome Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK; (H.W.); (P.J.K.); (E.G.); (M.P.F.); (M.M.P.); (J.C.T.)
| | - Samantha J.L. Knight
- National Institute for Health Research (NIHR) Oxford Biomedical Research Centre, Wellcome Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK; (H.W.); (P.J.K.); (E.G.); (M.P.F.); (M.M.P.); (J.C.T.)
| | - Ricky A. Sharma
- NIHR Oxford Biomedical Research Centre, Department of Oncology, University of Oxford, Oxford OX3 7DQ, UK;
- NIHR University College London Hospitals Biomedical Research Centre, UCL Cancer Institute, University College London, London WC1E 6DD, UK
| | - Jenny C. Taylor
- National Institute for Health Research (NIHR) Oxford Biomedical Research Centre, Wellcome Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK; (H.W.); (P.J.K.); (E.G.); (M.P.F.); (M.M.P.); (J.C.T.)
| | - James S.O. McCullagh
- Chemistry Research Laboratory, Department of Chemistry, University of Oxford, Oxford OX1 3TA, UK;
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10
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Dembitz V, Tomic B, Kodvanj I, Simon JA, Bedalov A, Visnjic D. The ribonucleoside AICAr induces differentiation of myeloid leukemia by activating the ATR/Chk1 via pyrimidine depletion. J Biol Chem 2019; 294:15257-15270. [PMID: 31431503 PMCID: PMC6802504 DOI: 10.1074/jbc.ra119.009396] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 08/16/2019] [Indexed: 12/17/2022] Open
Abstract
Metabolic pathways play important roles in proliferation and differentiation of malignant cells. 5-Aminoimidazole-4-carboxamide ribonucleoside (AICAr), a precursor in purine biosynthesis and a well-established activator of AMP-activated protein kinase (AMPK), induces widespread metabolic alterations and is commonly used for dissecting the role of metabolism in cancer. We have previously reported that AICAr promotes differentiation and inhibits proliferation of myeloid leukemia cells. Here, using metabolic assays, immunoblotting, flow cytometry analyses, and siRNA-mediated gene silencing in leukemia cell lines, we show that AICAr-mediated differentiation was independent of the known metabolic effects of AMPK, including glucose consumption, but instead depends on the activation of the DNA damage–associated enzyme checkpoint kinase 1 (Chk1) induced by pyrimidine depletion. LC/MS/MS metabolomics analysis revealed that AICAr increases orotate levels and decreases uridine monophosphate (UMP) levels, consistent with inhibition of UMP synthesis at a step downstream of dihydroorotate dehydrogenase (DHODH). AICAr and the DHODH inhibitor brequinar had similar effects on differentiation markers and S-phase arrest, and genetic or pharmacological Chk1 inactivation abrogated both of these effects. Our results delineate an AMPK-independent effect of AICAr on myeloid leukemia differentiation that involves perturbation of pyrimidine biosynthesis and activation of the DNA damage response network.
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Affiliation(s)
- Vilma Dembitz
- Department of Physiology and Croatian Institute for Brain Research, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia
| | - Barbara Tomic
- Department of Physiology and Croatian Institute for Brain Research, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia
| | - Ivan Kodvanj
- Department of Physiology and Croatian Institute for Brain Research, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia
| | - Julian A Simon
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109
| | - Antonio Bedalov
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109
| | - Dora Visnjic
- Department of Physiology and Croatian Institute for Brain Research, School of Medicine, University of Zagreb, 10 000 Zagreb, Croatia
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11
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Horenstein AL, Bracci C, Morandi F, Malavasi F. CD38 in Adenosinergic Pathways and Metabolic Re-programming in Human Multiple Myeloma Cells: In-tandem Insights From Basic Science to Therapy. Front Immunol 2019; 10:760. [PMID: 31068926 PMCID: PMC6491463 DOI: 10.3389/fimmu.2019.00760] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Accepted: 03/21/2019] [Indexed: 01/10/2023] Open
Abstract
Tumor microenvironments are rich in extracellular nucleotides that can be metabolized by ectoenzymes to produce adenosine, a nucleoside involved in controlling immune responses. Multiple myeloma, a plasma cell malignancy developed within a bone marrow niche, exploits adenosinergic pathways to customize the immune homeostasis of the tumor. CD38, a multifunctional protein that acts as both receptor and ectoenzyme, is overexpressed at all stages of myeloma. At neutral and acidic pH, CD38 catalyzes the extracellular conversion of NAD+ to regulators of calcium signaling. The initial disassembly of NAD+ is also followed by adenosinergic activity, if CD38 is operating in the presence of CD203a and CD73 nucleotidases. cAMP extruded from tumor cells provides another substrate for metabolizing nucleotidases to signaling adenosine. These pathways flank or bypass the canonical adenosinergic pathway subjected to the conversion of ATP by CD39. All of the adenosinergic networks can be hijacked by the tumor, thus controlling the homeostatic reprogramming of the myeloma in the bone marrow. In this context, adenosine assumes the role of a local hormone: cell metabolism is adjusted via low- or high-affinity purinergic receptors expressed by immune and bone cells as well as by tumor cells. The result is immunosuppression, which contributes to the failure of immune surveillance in cancer. A similar metabolic strategy silences immune effectors during the progression of indolent gammopathies to symptomatic overt multiple myeloma disease. Plasma from myeloma aspirates contains elevated levels of adenosine resulting from interactions between myeloma and other cells lining the niche and adenosine concentrations are known to increase as the disease progresses. This is statistically reflected in the International Staging System for multiple myeloma. Along with the ability to deplete CD38+ malignant plasma cell populations which has led to their widespread therapeutic use, anti-CD38 antibodies are involved in the polarization and release of microvesicles characterized by the expression of multiple adenosine-producing molecules. These adenosinergic pathways provide new immune checkpoints for improving immunotherapy protocols by helping to restore the depressed immune response.
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Affiliation(s)
- Alberto L Horenstein
- Laboratory of Immunogenetics, Department of Medical Sciences, Turin, Italy.,CeRMS, University of Torino, Turin, Italy
| | - Cristiano Bracci
- Laboratory of Immunogenetics, Department of Medical Sciences, Turin, Italy.,CeRMS, University of Torino, Turin, Italy
| | - Fabio Morandi
- Stem Cell Laboratory and Cell Therapy Center, Istituto Giannina Gaslini, Genova, Italy
| | - Fabio Malavasi
- Laboratory of Immunogenetics, Department of Medical Sciences, Turin, Italy.,CeRMS, University of Torino, Turin, Italy
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12
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Yan M, Qi H, Xia T, Zhao X, Wang W, Wang Z, Lu C, Ning Z, Chen H, Li T, Tekcham DS, Liu X, Liu J, Chen D, Liu X, Xu G, Piao HL. Metabolomics profiling of metformin-mediated metabolic reprogramming bypassing AMPKα. Metabolism 2019; 91:18-29. [PMID: 30468782 DOI: 10.1016/j.metabol.2018.11.010] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 11/12/2018] [Accepted: 11/15/2018] [Indexed: 12/13/2022]
Abstract
BACKGROUND Metformin is a first-line drug for treating type 2 diabetes and has gained considerable interest as a potential anticancer agent. Increasing evidence suggests that metformin antagonizes diabetes and tumors through disrupting metabolic homeostasis and altering energy state. However, whether AMP activated protein kinase (AMPK) contributes to such effects of metformin remains controversial. METHODS We performed integrative metabolomics analyses to systematically examine the effects of metformin on metabolic pathways in Prkaa1 wild type (WT) and knock-out (KO) mouse embryonic fibroblast (MEF) cells as well as human cells based on gas chromatography-mass spectrometry and capillary electrophoresis-mass spectrometry (CE-MS). RESULTS Metformin treatment induced metabolic reprogramming and reduced the energy state of both Prkaa1 WT and KO MEF cells, as evidenced by suppressed tricarboxylic acid (TCA) cycle, elevated lactate production as well as decreased NAD+/NADH ratio. Additionally, metabolic flux analysis also showed that metformin Ampkα-independently increased metabolic flux from glucose to lactate and decreased metabolic flux from acetyl-CoA to TCA cycle as well as from pyruvate to malate. Moreover, metformin Ampkα-dependently upregulated P-Acc but Ampkα-independently inhibited the levels of P-mTor, P-S6, Lc3, Atgl and P-Erk in MEF cells. Similarly, we demonstrated that a commonly used AMPK agonist 5-Aminoimidazole-4-carboxamide ribonucleotide (AICAR) and fetal bovine serum (FBS) starvation, as a common model for energy stress, both led to Ampkα-independent metabolism alterations in MEF cells. Furthermore, these effects of metformin were also confirmed in human hepatocellular carcinoma (HCC) cells as well as in MCF10A shControl and shPRKAA1 cells. Importantly, we found that metformin could obviously inhibit colony conformation of HCC cells in an Ampkα-independent manner. CONCLUSIONS Our data highlight a comprehensive view of metabolic reprogramming mediated by metformin as well as AICAR. These observations suggest that metformin could affect cellular metabolism largely bypassing Ampkα, and may provide a new insight for its clinical usage.
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Affiliation(s)
- Min Yan
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Huan Qi
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Tian Xia
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Xinjie Zhao
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Wen Wang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Zhichao Wang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Chang Lu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; Department of Hepatobiliary Surgery, The First Affiliated Hospital of Dalian Medical University, China
| | - Zhen Ning
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; Department of Hepatobiliary Surgery, The First Affiliated Hospital of Dalian Medical University, China
| | - Huan Chen
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Tongming Li
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Dinesh Singh Tekcham
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Xiumei Liu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Jing Liu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Di Chen
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Xiaolong Liu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Guowang Xu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China.
| | - Hai-Long Piao
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Scientific Research Center for Translational Medicine, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; University of Chinese Academy of Sciences, Beijing 100049, China.
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13
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Du L, Yang F, Fang H, Sun H, Chen Y, Xu Y, Li H, Zheng L, Zhou BBS. AICAr suppresses cell proliferation by inducing NTP and dNTP pool imbalances in acute lymphoblastic leukemia cells. FASEB J 2019; 33:4525-4537. [PMID: 30702927 DOI: 10.1096/fj.201801559rr] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
It has been shown that 5-amino-4-imidazolecarboxamide riboside (AICAr) can inhibit cell proliferation and induce apoptosis in childhood acute lymphoblastic leukemia (ALL) cells. Although AICAr could regulate cellular energy metabolism by activating AMPK, the cytotoxic mechanisms of AICAr are still unclear. Here, we knocked out TP53 or PRKAA1 gene (encoding AMPKα1) in NALM-6 and Reh cells by using the clustered regularly interspaced short palindromic repeats/Cas9 system and found that AICAr-induced proliferation inhibition was independent of AMPK activation but dependent on p53. Liquid chromatography-mass spectrometry analysis of nucleotide metabolites indicated that AICAr caused an increase in adenosine triphosphate, deoxyadenosine triphosphate, and deoxyguanosine triphosphate levels by up-regulating purine biosynthesis, while AICAr led to a decrease in cytidine triphosphate, uridine triphosphate, deoxycytidine triphosphate, and deoxythymidine triphosphate levels because of reduced phosphoribosyl pyrophosphate production, which consequently impaired the pyrimidine biosynthesis. Ribonucleoside triphosphate (NTP) pool imbalances suppressed the rRNA transcription efficiency. Furthermore, deoxy-ribonucleoside triphosphate (dNTP) pool imbalances induced DNA replication stress and DNA double-strand breaks, followed by cell cycle arrest and apoptosis in ALL cells. Exogenous uridine could rebalance the NTP and dNTP pools by supplementing pyrimidine and then attenuate AICAr-induced cytotoxicity. Our data indicate that RNA transcription inhibition and DNA replication stress induced by NTP and dNTP pool imbalances might play a key role in AICAr-mediated cytotoxic effects on ALL cells, suggesting a potential clinical application of AICAr in future ALL therapy.-Du, L., Yang, F., Fang, H., Sun, H., Chen, Y., Xu, Y., Li, H., Zheng, L., Zhou, B.-B. S. AICAr suppresses cell proliferation by inducing NTP and dNTP pool imbalances in acute lymphoblastic leukemia cells.
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Affiliation(s)
- Lijuan Du
- Key Laboratory of Pediatric Hematology and Oncology, Ministry of Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Fan Yang
- Key Laboratory of Pediatric Hematology and Oncology, Ministry of Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Houshun Fang
- Key Laboratory of Pediatric Hematology and Oncology, Ministry of Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Huiying Sun
- Key Laboratory of Pediatric Hematology and Oncology, Ministry of Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yao Chen
- Key Laboratory of Pediatric Hematology and Oncology, Ministry of Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yan Xu
- Key Laboratory of Pediatric Hematology and Oncology, Ministry of Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hui Li
- Key Laboratory of Pediatric Hematology and Oncology, Ministry of Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Department of Pharmacology and Chemical Biology, School of Basic Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Collaborative Innovation Center for Translational Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Liang Zheng
- Key Laboratory of Pediatric Hematology and Oncology, Ministry of Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Bin-Bing S Zhou
- Key Laboratory of Pediatric Hematology and Oncology, Ministry of Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Department of Pharmacology and Chemical Biology, School of Basic Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Collaborative Innovation Center for Translational Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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14
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Chanukuppa V, More TH, Taunk K, Taware R, Chatterjee T, Sharma S, Rapole S. Serum metabolomic alterations in multiple myeloma revealed by targeted and untargeted metabolomics approaches: a pilot study. RSC Adv 2019; 9:29522-29532. [PMID: 35531512 PMCID: PMC9071903 DOI: 10.1039/c9ra04458b] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Accepted: 09/11/2019] [Indexed: 12/31/2022] Open
Abstract
Multiple myeloma (MM) is the second most prevalent hematological malignancy characterized by rapid proliferation of plasma cells, which leads to overproduction of antibodies. MM affects around 15% of all hemato-oncology cases across the world. The present study involves identification of metabolomic alterations in the serum of an MM cohort compared to healthy controls using both LC-MRM/MS based targeted and GC-MS based untargeted approaches. Several MM specific serum metabolomic signatures were observed in this study. A total of 54 metabolites were identified as being significantly altered in MM cohort, out of which, 26 metabolites were identified from LC-MRM/MS based targeted analysis, whereas 28 metabolites were identified from the GC-MS based untargeted analysis. Receiver operating characteristic (ROC) curve analysis demonstrated that six metabolites each from both the datasets can be projected as marker metabolites to discriminate MM subjects with higher specificity and sensitivity. Moreover, pathway analysis deciphered that several metabolic pathways were altered in MM including pyrimidine metabolism, purine metabolism, amino acid metabolism, nitrogen metabolism, sulfur metabolism, and the citrate cycle. Comprehensively, this study contributes valuable information regarding MM induced serum metabolite alterations and their pathways, which could offer further insights into this cancer. This study presents the potential of serum metabolomics approach towards the segregation of multiple myeloma cohort from healthy controls.![]()
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Affiliation(s)
- Venkatesh Chanukuppa
- Proteomics Lab
- National Centre for Cell Science
- Pune-411007
- India
- Savitribai Phule Pune University
| | - Tushar H. More
- Proteomics Lab
- National Centre for Cell Science
- Pune-411007
- India
- Savitribai Phule Pune University
| | - Khushman Taunk
- Proteomics Lab
- National Centre for Cell Science
- Pune-411007
- India
| | - Ravindra Taware
- Proteomics Lab
- National Centre for Cell Science
- Pune-411007
- India
| | | | | | - Srikanth Rapole
- Proteomics Lab
- National Centre for Cell Science
- Pune-411007
- India
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15
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Oczkowicz M, Szmatoła T, Świątkiewicz M, Pawlina-Tyszko K, Gurgul A, Ząbek T. Corn dried distillers grains with solubles (cDDGS) in the diet of pigs change the expression of adipose genes that are potential therapeutic targets in metabolic and cardiovascular diseases. BMC Genomics 2018; 19:864. [PMID: 30509175 PMCID: PMC6276254 DOI: 10.1186/s12864-018-5265-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Accepted: 11/19/2018] [Indexed: 12/11/2022] Open
Abstract
Background Corn dried distillers grains with solubles (cDDGS) are a byproduct of biofuel and alcohol production. cDDGS have been used in pig feed for many years, because they are readily available and rich in protein, fiber, unsaturated fatty acids and phytosterols. However, feed mixtures too high in cDDGS result in the worsening of backfat quality. We performed RNA-sequencing analysis of backfat from crossbred pigs fed different diets. The diets were isoenergetic but contained different amounts of cDDGS and various sources of fats. The animals were divided into four dietary groups during the two months of experimentation: group I (control (-cDDGS+rapeseed oil)), group II (+cDDGS+rapeseed oil), group III (+cDDGS+beef tallow), and group IV (+cDDGS+coconut oil). The aim of the present experiment was to evaluate changes in the backfat transcriptome of pigs fed isoenergetic diets that differed in cDDGS presence. Results Via DESeq2 software, we identified 93 differentially expressed genes (DEGs) between groups I and II, 13 between groups I and III, and 125 between groups I and IV. DEGs identified between group I (-cDDGS+rapeseed oil) and group II (+cDDGS+rapeseed oil) were highly overrepresented in several KEGG pathways: metabolic pathways (FDR < 1.21e-06), oxidative phosphorylation (FDR < 0.00189), fatty acid biosynthesis (FDR < 0.00577), Huntington’s disease (FDR < 0.00577), fatty acid metabolism (FDR < 0.0112), Parkinson’s disease (FDR < 0.0151), non-alcoholic fatty liver disease (NAFLD) (FDR < 0.016), Alzheimer’s disease (FDR < 0.0211) and complement and coagulation cascades (FDR < 0.02). Conclusions We observed that the addition of cDDGS positively affects the expression of several genes that have been recently proposed as potential targets for the treatment of obesity, diabetes, cardiovascular disease, and Alzheimer’s disease (e.g., FASN, AACS, ALAS1, HMGCS1, and VSIG4). Thus, our results support the idea of including cDDGS into the diets of companion animals and humans and encourage research into the bioactive ingredients of cDDGS. Electronic supplementary material The online version of this article (10.1186/s12864-018-5265-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Maria Oczkowicz
- Department of Molecular Biology of Animals, National Research Institute of Animal Production, ul Krakowska 1, 32-083 Balice, Cracow, Poland.
| | - Tomasz Szmatoła
- Department of Molecular Biology of Animals, National Research Institute of Animal Production, ul Krakowska 1, 32-083 Balice, Cracow, Poland
| | - Małgorzata Świątkiewicz
- Department of Nutrition Physiology, National Research Institute of Animal Production, Cracow, Poland
| | - Klaudia Pawlina-Tyszko
- Department of Molecular Biology of Animals, National Research Institute of Animal Production, ul Krakowska 1, 32-083 Balice, Cracow, Poland
| | - Artur Gurgul
- Department of Molecular Biology of Animals, National Research Institute of Animal Production, ul Krakowska 1, 32-083 Balice, Cracow, Poland
| | - Tomasz Ząbek
- Department of Molecular Biology of Animals, National Research Institute of Animal Production, ul Krakowska 1, 32-083 Balice, Cracow, Poland
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16
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Kimoloi S. Modulation of the de novo purine nucleotide pathway as a therapeutic strategy in mitochondrial myopathy. Pharmacol Res 2018; 138:37-42. [PMID: 30267763 DOI: 10.1016/j.phrs.2018.09.027] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 09/25/2018] [Accepted: 09/25/2018] [Indexed: 11/17/2022]
Abstract
Mitochondrial myopathy (MM) is characterised by muscle weakness, exercise intolerance and various histopathological changes. Recently, a subset of MM has also been associated with aberrant activation of mammalian target of rapamycin complex 1 (mTORC1) in skeletal muscle. This aberrant mTORC1 activation promotes increased de novo nucleotide synthesis, which contributes to abnormal expansion and imbalance of skeletal muscle deoxyribonucleoside triphosphates (dNTP) pools. However, the exact mechanism via which mTORC1-stimulated de novo nucleotide biosynthesis ultimately disturbs muscle dNTP pools remains unclear. In this article, it is proposed that mTORC1-stimulated de novo nucleotide synthesis in skeletal muscle cells with respiratory chain dysfunction promotes an asymmetric increase of purine nucleotides, probably due to NAD+ deficiency. This in turn could disrupt purine nucleotide-dependent allosteric feedback regulatory mechanisms, ultimately leading to dNTP pools aberration. Pharmacological down-modulation of aminoimidazole carboxamide ribonucleotide transformylase/inosine monophosphate cyclohydrolase (ATIC) activity is also proposed as a potential therapeutic strategy in MM exhibiting mTORC1-driven abnormal metabolic reprogramming, including aberrant dNTPs pools.
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Affiliation(s)
- Sammy Kimoloi
- Center for Physiology and Pathophysiology, Institute of Vegetative Physiology, Medical Faculty, University of Cologne, Robert Koch Street 39, Cologne, Germany; Department of Medical Laboratory Sciences, Masinde Muliro University of Science and Technology, P.O Box 190-50100, Kakamega, Kenya.
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17
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A multi-omics analysis of the regulatory changes induced by miR-223 in a monocyte/macrophage cell line. Biochim Biophys Acta Mol Basis Dis 2018; 1864:2664-2678. [PMID: 29778662 DOI: 10.1016/j.bbadis.2018.05.010] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Accepted: 05/15/2018] [Indexed: 02/06/2023]
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18
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Philippe C, Pinson B, Dompierre J, Pantesco V, Viollet B, Daignan-Fornier B, Moenner M. AICAR Antiproliferative Properties Involve the AMPK-Independent Activation of the Tumor Suppressors LATS 1 and 2. Neoplasia 2018; 20:555-562. [PMID: 29730476 PMCID: PMC5994775 DOI: 10.1016/j.neo.2018.03.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 03/14/2018] [Accepted: 03/19/2018] [Indexed: 12/11/2022] Open
Abstract
AICAR (Acadesine) is a pharmacological precursor of purine nucleotide biosynthesis with anti-tumoral properties. Although recognized as an AMP mimetic activator of the protein kinase AMPK, the AICAR monophosphate derivative ZMP was also shown to mediate AMPK-independent effects. In order to unveil these AMPK-independent functions, we performed a transcriptomic analysis in AMPKα1/α2 double knockout murine embryonic cells. Kinetic analysis of the cellular response to AICAR revealed the up-regulation of the large tumor suppressor kinases (Lats) 1 and 2 transcripts, followed by the repression of numerous genes downstream of the transcriptional regulators Yap1 and Taz. This transcriptional signature, together with the observation of increased levels in phosphorylation of Lats1 and Yap1 proteins, suggested that the Hippo signaling pathway was activated by AICAR. This effect was observed in both fibroblasts and epithelial cells. Knockdown of Lats1/2 prevented the cytoplasmic delocalization of Yap1/Taz proteins in response to AICAR and conferred a higher resistance to the drug. These results indicate that activation of the most downstream steps of the Hippo cascade participates to the antiproliferative effects of AICAR.
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Affiliation(s)
- Chloé Philippe
- Université de Bordeaux, IBGC UMR 5095, Bordeaux, France; Centre National de la Recherche Scientifique, IBGC UMR 5095, Bordeaux, France
| | - Benoît Pinson
- Université de Bordeaux, IBGC UMR 5095, Bordeaux, France; Centre National de la Recherche Scientifique, IBGC UMR 5095, Bordeaux, France
| | - Jim Dompierre
- Université de Bordeaux, IBGC UMR 5095, Bordeaux, France; Centre National de la Recherche Scientifique, IBGC UMR 5095, Bordeaux, France
| | | | - Benoît Viollet
- INSERM U1016, Institut Cochin, Paris, France; CNRS (UMR 8104), Paris, France; Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Bertrand Daignan-Fornier
- Université de Bordeaux, IBGC UMR 5095, Bordeaux, France; Centre National de la Recherche Scientifique, IBGC UMR 5095, Bordeaux, France.
| | - Michel Moenner
- Université de Bordeaux, IBGC UMR 5095, Bordeaux, France; Centre National de la Recherche Scientifique, IBGC UMR 5095, Bordeaux, France.
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19
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Zhang X, Yang J, Chen M, Li L, Huan F, Li A, Liu Y, Xia Y, Duan JA, Ma S. Metabolomics profiles delineate uridine deficiency contributes to mitochondria-mediated apoptosis induced by celastrol in human acute promyelocytic leukemia cells. Oncotarget 2018; 7:46557-46572. [PMID: 27374097 PMCID: PMC5216817 DOI: 10.18632/oncotarget.10286] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2016] [Accepted: 05/20/2016] [Indexed: 11/25/2022] Open
Abstract
Celastrol, extracted from “Thunder of God Vine”, is a promising anti-cancer natural product. However, its effect on acute promyelocytic leukemia (APL) and underlying molecular mechanism are poorly understood. The purpose of this study was to explore its effect on APL and underlying mechanism based on metabolomics. Firstly, multiple assays indicated that celastrol could induce apoptosis of APL cells via p53-activated mitochondrial pathway. Secondly, unbiased metabolomics revealed that uridine was the most notable changed metabolite. Further study verified that uridine could reverse the apoptosis induced by celastrol. The decreased uridine was caused by suppressing the expression of gene encoding Dihydroorotate dehydrogenase, whose inhibitor could also induce apoptosis of APL cells. At last, mouse model confirmed that celastrol inhibited tumor growth through enhanced apoptosis. Celastrol could also decrease uridine and DHODH protein level in tumor tissues. Our in vivo study also indicated that celastrol had no systemic toxicity at pharmacological dose (2 mg/kg, i.p., 21 days). Altogether, our metabolomics study firstly reveals that uridine deficiency contributes to mitochondrial apoptosis induced by celastrol in APL cells. Celastrol shows great potential for the treatment of APL.
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Affiliation(s)
- Xiaoling Zhang
- Department of Pharmacology of Chinese Materia Medica, China Pharmaceutical University, Nanjing 210009, China.,Department of Hygienic Analysis and Detection, Nanjing Medical University, Nanjing 211166, China
| | - Jing Yang
- Department of Pharmacology of Chinese Materia Medica, China Pharmaceutical University, Nanjing 210009, China
| | - Minjian Chen
- State Key Laboratory of Reproductive Medicine, Institute of Toxicology, Nanjing Medical University, Nanjing 211166, China.,Key Laboratory of Modern Toxicology of Ministry of Education, Nanjing Medical University, Nanjing 211166, China
| | - Lei Li
- Department of Hygienic Analysis and Detection, Nanjing Medical University, Nanjing 211166, China
| | - Fei Huan
- Safety Assessment and Research Center for Drug, Pesticide and Veterinary Drug of Jiangsu Province, Nanjing Medical University, Nanjing 211166, China
| | - Aiping Li
- Key Laboratory of Modern Toxicology of Ministry of Education, Nanjing Medical University, Nanjing 211166, China
| | - Yanqing Liu
- Key Laboratory of Modern Toxicology of Ministry of Education, Nanjing Medical University, Nanjing 211166, China
| | - Yankai Xia
- State Key Laboratory of Reproductive Medicine, Institute of Toxicology, Nanjing Medical University, Nanjing 211166, China.,Key Laboratory of Modern Toxicology of Ministry of Education, Nanjing Medical University, Nanjing 211166, China
| | - Jin-Ao Duan
- National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Shiping Ma
- Department of Pharmacology of Chinese Materia Medica, China Pharmaceutical University, Nanjing 210009, China
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20
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Cytidine monophosphate kinase is inhibited by the TGF-β signalling pathway through the upregulation of miR-130b-3p in human epithelial ovarian cancer. Cell Signal 2017; 35:197-207. [PMID: 28414100 DOI: 10.1016/j.cellsig.2017.04.009] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2016] [Revised: 04/06/2017] [Accepted: 04/12/2017] [Indexed: 01/01/2023]
Abstract
Cytidine monophosphate kinase (CMPK), a member of the nucleoside monophosphate kinase family, plays an important role in the biosynthesis of nucleoside metabolism, DNA repair and tumour development. In this study, we demonstrated for the first time that CMPK was overexpressed in human ovarian epithelial borderline and malignant tumours using tissue microarray. Knockdown of CMPK significantly inhibited epithelial ovarian cancer (EOC) cell proliferation, migration and invasion. Furthermore, CMPK-shRNA inhibited PCNA, MMP-2, MMP-9 and vimentin expression, increased E-cadherin expression and arrested cell cycle at the G2/M phase. Suppression of CMPK resulted in a decrease of EOC cell microtissue formation and colony formation in vitro. Overexpression of miR-130b-3p decreased CMPK expression, whereas anti-miR-130b-3p increased CMPK expression. Moreover, TGF-β1 inhibited the expression of CMPK, which was blocked in the presence of a TGF-β type I receptor, SB431542, and was abolished by the inhibitor of miR-130b-3p, indicating that CMPK is regulated by the TGF-β signalling pathway through the upregulation of miR-130b-3p. Thus, our data identify that overexpression of CMPK occurs in EOC and reveal a mechanism underlying the regulation of CMPK by the TGF-β signalling pathway. We could consider CMPK as an EOC biomarker and targeting CMPK by decreasing its expression may be beneficial in patients with EOC.
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Jin R, Zhou W. TIF-IA: An oncogenic target of pre-ribosomal RNA synthesis. Biochim Biophys Acta Rev Cancer 2016; 1866:189-196. [PMID: 27641688 DOI: 10.1016/j.bbcan.2016.09.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Revised: 09/13/2016] [Accepted: 09/14/2016] [Indexed: 12/30/2022]
Abstract
Cancer cells devote the majority of their energy consumption to ribosome biogenesis, and pre-ribosomal RNA transcription accounts for 30-50% of all transcriptional activity. This aberrantly elevated biological activity is an attractive target for cancer therapeutic intervention if approaches can be developed to circumvent the development of side effects in normal cells. TIF-IA is a transcription factor that connects RNA polymerase I with the UBF/SL-1 complex to initiate the transcription of pre-ribosomal RNA. Its function is conserved in eukaryotes from yeast to mammals, and its activity is promoted by the phosphorylation of various oncogenic kinases in cancer cells. The depletion of TIF-IA induces cell death in lung cancer cells and mouse embryonic fibroblasts but not in several other normal tissue types evaluated in knock-out studies. Furthermore, the nuclear accumulation of TIF-IA under UTP down-regulated conditions requires the activity of LKB1 kinase, and LKB1-inactivated cancer cells are susceptible to cell death under such stress conditions. Therefore, TIF-IA may be a unique target to suppress ribosome biogenesis without significantly impacting the survival of normal tissues.
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Affiliation(s)
- Rui Jin
- Department of Hematology and Medical Oncology, The Winship Cancer Institute of Emory University, Atlanta, GA 30322, USA
| | - Wei Zhou
- Department of Hematology and Medical Oncology, The Winship Cancer Institute of Emory University, Atlanta, GA 30322, USA; Department of Pathology and Laboratory Medicine and Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA.
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22
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The metabolomic signature of hematologic malignancies. Leuk Res 2016; 49:22-35. [PMID: 27526405 DOI: 10.1016/j.leukres.2016.08.002] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2016] [Revised: 08/04/2016] [Accepted: 08/08/2016] [Indexed: 12/17/2022]
Abstract
The ongoing accumulation of knowledge raises hopes that understanding tumor metabolism will provide new ways for predicting, diagnosing, and even treating cancers. Some metabolic biomarkers are at present routinely utilized to diagnose cancer and metabolic alterations of tumors are being confirmed as therapeutic targets. The growing utilization of metabolomics in clinical research may rapidly turn it into one of the most potent instruments used to detect and fight tumor. In fact, while the current state and trends of high throughput metabolomics profiling focus on the purpose of discovering biomarkers and hunting for metabolic mechanism, a prospective direction, namely reprogramming metabolomics, highlights the way to use metabolomics approach for the aim of treatment of disease by way of reconstruction of disturbed metabolic pathways. In this review, we present an ample summary of the current clinical appliances of metabolomics in hematological malignancies.
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ElAzzouny MA, Evans CR, Burant CF, Kennedy RT. Metabolomics Analysis Reveals that AICAR Affects Glycerolipid, Ceramide and Nucleotide Synthesis Pathways in INS-1 Cells. PLoS One 2015; 10:e0129029. [PMID: 26107620 PMCID: PMC4480354 DOI: 10.1371/journal.pone.0129029] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2014] [Accepted: 05/03/2015] [Indexed: 12/31/2022] Open
Abstract
AMPK regulates many metabolic pathways including fatty acid and glucose metabolism, both of which are closely associated with insulin secretion in pancreatic β-cells. Insulin secretion is regulated by metabolic coupling factors such as ATP/ADP ratio and other metabolites generated by the metabolism of nutrients such as glucose, fatty acid and amino acids. However, the connection between AMPK activation and insulin secretion in β-cells has not yet been fully elucidated at a metabolic level. To study the effect of AMPK activation on glucose stimulated insulin secretion, we applied the pharmacological activator 5-aminoimidazole-4-carboxamide ribonucleotide (AICAR) to an INS-1 (832/13) β-cell line. We measured the change in 66 metabolites in the presence or absence of AICAR using different stable isotopic labeled nutrients to probe selected pathways. AMPK activation by AICAR increased basal insulin secretion and reduced the glucose stimulation index. Although ATP/ADP ratios were not strongly affected by AICAR, several other metabolites and pathways important for insulin secretion were affected by AICAR treatment including long-chain CoAs, malonyl-CoA, 3-hydroxy-3 methylglutaryl CoA, diacylglycerol, and farnesyl pyrophosphate. Tracer studies using 13C-glucose revealed lower glucose flux in the purine and pyrimidine pathway and in the glycerolipid synthesis pathway. Untargeted metabolomics revealed reduction in ceramides caused by AICAR that may explain the beneficial role of AMPK in protecting β-cells from lipotoxicity. Taken together, the results provide an overall picture of the metabolic changes associated with AICAR treatment and how it modulates insulin secretion and β-cell survival.
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Affiliation(s)
- Mahmoud A. ElAzzouny
- The Department of Chemistry, University of Michigan, Ann Arbor, United States of America
- The Department of Internal Medicine, University of Michigan, Ann Arbor, United States of America
| | - Charles R. Evans
- The Department of Internal Medicine, University of Michigan, Ann Arbor, United States of America
| | - Charles F Burant
- The Department of Internal Medicine, University of Michigan, Ann Arbor, United States of America
| | - Robert T. Kennedy
- The Department of Chemistry, University of Michigan, Ann Arbor, United States of America
- The Department of Pharmacology, University of Michigan, Ann Arbor, United States of America
- * E-mail:
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Pyrimidine Metabolism: Dynamic and Versatile Pathways in Pathogens and Cellular Development. J Genet Genomics 2015; 42:195-205. [PMID: 26059768 DOI: 10.1016/j.jgg.2015.04.004] [Citation(s) in RCA: 86] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2014] [Revised: 04/13/2015] [Accepted: 04/14/2015] [Indexed: 11/21/2022]
Abstract
The importance of pyrimidines lies in the fact that they are structural components of a broad spectrum of key molecules that participate in diverse cellular functions, such as synthesis of DNA, RNA, lipids, and carbohydrates. Pyrimidine metabolism encompasses all enzymes involved in the synthesis, degradation, salvage, interconversion and transport of these molecules. In this review, we summarize recent publications that document how pyrimidine metabolism changes under a variety of conditions, including, when possible, those studies based on techniques of genomics, transcriptomics, proteomics, and metabolomics. First, we briefly look at the dynamics of pyrimidine metabolism during nonpathogenic cellular events. We then focus on changes that pathogen infections cause in the pyrimidine metabolism of their host. Next, we discuss the effects of antimetabolites and inhibitors, and finally we consider the consequences of genetic manipulations, such as knock-downs, knock-outs, and knock-ins, of pyrimidine enzymes on pyrimidine metabolism in the cell.
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Yang Y, Bardeleben C, Frost P, Hoang B, Shi Y, Finn R, Gera J, Lichtenstein A. DEPTOR is linked to a TORC1-p21 survival proliferation pathway in multiple myeloma cells. Genes Cancer 2015; 5:407-19. [PMID: 25568666 PMCID: PMC4279438 DOI: 10.18632/genesandcancer.44] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2014] [Accepted: 11/26/2014] [Indexed: 12/22/2022] Open
Abstract
We investigated the mechanism by which gene silencing of the mTOR inhibitor, DEPTOR, induces cytoreductive effects on multiple myeloma (MM) cells. DEPTOR knockdown resulted in anti-MM effects in several MM cell lines. Using an inducible shRNA to silence DEPTOR, 8226 MM cells underwent TORC1 activation, downregulation of AKT/SGK activity, apoptosis, cell cycle arrest and senescence. These latter cytotoxic effects were prevented by TORC1 paralysis (Raptor knockdown) but not by over-expression of AKT activity. In addition, DEPTOR knockdown-induced MM death was not associated with activation of the unfolded protein response, suggesting that enhanced ER stress did not play a role. In contrast, DEPTOR knockdown in 8226 cells induced p21 expression, independent of p53, and p21 knockdown prevented all of the cytotoxic effects following DEPTOR silencing. DEPTOR silencing resulted in p21 upregulation in additional MM cell lines. Furthermore, DEPTOR silencing in a murine xenograft model resulted in anti-MM effects associated with p21 upregulation. DEPTOR knockdown also resulted in a decreased expression of p21-targeting miRNAs and transfection of miRNA mimics prevented p21 upregulation and apoptosis following DEPTOR silencing. Use of a shRNA-resistant DEPTOR construct ruled out off-target effects of the shRNA. These results indicate that DEPTOR regulates growth and survival of MM cells via a TORC1/p21 pathway and suggest an involvement of p21-targeted miRNAs.
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Affiliation(s)
- Yonghui Yang
- Department of Medicine, Hematology-Oncology, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA ; UCLA School of Medicine, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA
| | - Carolyne Bardeleben
- Department of Medicine, Hematology-Oncology, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA ; UCLA School of Medicine, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA
| | - Patrick Frost
- Department of Medicine, Hematology-Oncology, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA ; UCLA School of Medicine, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA
| | - Bao Hoang
- Department of Medicine, Hematology-Oncology, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA ; UCLA School of Medicine, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA
| | - Yijiang Shi
- Department of Medicine, Hematology-Oncology, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA ; UCLA School of Medicine, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA
| | - Richard Finn
- UCLA School of Medicine, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA ; Jonsson Comprehensive Cancer Center, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA
| | - Joseph Gera
- Department of Medicine, Hematology-Oncology, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA ; UCLA School of Medicine, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA ; Jonsson Comprehensive Cancer Center, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA
| | - Alan Lichtenstein
- Department of Medicine, Hematology-Oncology, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA ; UCLA School of Medicine, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA ; Jonsson Comprehensive Cancer Center, Greater Los Angeles VA Healthcare Center, Los Angeles, CA, USA
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Dou A, Wang Z, Zhao J, Liu J, Zheng C. Identification of therapeutic target genes with DNA microarray in multiple myeloma cell line treated by IKKβ/NF-κB inhibitor. Acta Cir Bras 2014; 29:696-702. [PMID: 25424288 DOI: 10.1590/s0102-86502014001800001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2014] [Accepted: 09/22/2014] [Indexed: 11/22/2022] Open
Abstract
PURPOSE To explore the mechanism of resistance to IKKβ inhibitor in multiple myeloma (MM) cells and uncover novel therapeutic targets for MM. METHODS We downloaded the microarray data (GSE8476) from GEO (Gene Expression Omnibus) database. The data were derived from the human MM cells lines (L363 cells) treated with IKKβ inhibitor MLN120b (MLN) for eight, 12 and 24 hours. Furthermore, we applied the Search Tool for the Retrieval of Interacting Genes (STRING) and Expression Analysis Systematic Explorer (EASE) database to construct protein-protein interaction networks and identified over-represented pathway among DEGs (differentially expressed genes). RESULTS We obtained 108 DGEs in 8h vs. 12h group and 101 ones in 8h vs. 24h group. Most of DGEs were found to be involved in biological regulation. The significant pathways were Ig A pathway and the CAMs pathways. In addition, 24 common DGEs were found in the networks of the two groups such as ICAM 3 and SELL. CONCLUSION Intercellular adhesion molecule 3 and SELL may be potential targets in multiple myeloma treatment in the future.
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Affiliation(s)
- Aixia Dou
- Department of Hematology, Second Hospital of Shandong University, Jinan, Shandong Province, China
| | - Zhilun Wang
- Department of Hematology, Second Hospital of Shandong University, Jinan, Shandong Province, China
| | - Jingjie Zhao
- Department of Hematology, Second Hospital of Shandong University, Jinan, Shandong Province, China
| | - Junli Liu
- Department of Hematology, Second Hospital of Shandong University, Jinan, Shandong Province, China
| | - Chengyun Zheng
- Department of Hematology, Second Hospital of Shandong University, Jinan, Shandong Province, China
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