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1.
Metabolites ; 13(8)2023 Aug 12.
Artigo em Inglês | MEDLINE | ID: mdl-37623883

RESUMO

The results of publications in PubMed with the MeSH terms "cancer", "biology", "imaging and cancer", "metabolism" and "spectroscopy" are shown in Figure 1 in the form of a Venn diagram [...].

2.
Sci Rep ; 10(1): 13616, 2020 08 12.
Artigo em Inglês | MEDLINE | ID: mdl-32788746

RESUMO

Topographical variations of metabolite concentrations have been reported in the duodenum, jejunum and ileum of the small intestine, and in human intestinal tumours from those regions, but there are no published metabolite concentrations measurements correlated with linear position in the mouse small intestine or intestinal tumours. Since DNA methylation dynamics are influenced by metabolite concentrations, they too could show linear anatomical variation. We measured metabolites by HR-MAS 1H NMR spectroscopy and DNA cytosine modifications by LC/MS, in normal small intestines of C57BL/6J wild-type mice, and in normal and tumour samples from ApcMin/+ mice. Wild-type mouse intestines showed approximately linear, negative concentration gradations from the pylorus (i.e. the junction with the stomach) of alanine, choline compounds, creatine, leucine and valine. ApcMin/+ mouse tumours showed negative choline and valine gradients, but a positive glycine gradient. 5-Hydroxymethylcytosine showed a positive gradient in the tumours. The linear gradients we found along the length of the mouse small intestine and in tumours contrast with previous reports of discrete concentration changes in the duodenum, jejunum and ileum. To our knowledge, this is also the first report of a systematic measurement of global levels of DNA cytosine modification in wild-type and ApcMin/+ mouse small intestine.


Assuntos
5-Metilcitosina/análogos & derivados , Proteína da Polipose Adenomatosa do Colo/genética , Colo/química , Neoplasias Intestinais/metabolismo , Intestino Delgado/química , Piloro/química , 5-Metilcitosina/química , Animais , Cromatografia Líquida , Feminino , Neoplasias Intestinais/genética , Masculino , Espectrometria de Massas , Metabolômica , Camundongos , Camundongos Endogâmicos C57BL , Espectroscopia de Prótons por Ressonância Magnética
3.
Clin Endocrinol (Oxf) ; 93(5): 528-538, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32686200

RESUMO

The citric acid cycle, also known as the Krebs cycle, plays an integral role in cellular metabolism and aerobic respiration. Mutations in genes encoding the citric acid cycle enzymes succinate dehydrogenase, fumarate hydratase and malate dehydrogenase all predispose to hereditary tumour syndromes. The succinate dehydrogenase enzyme complex (SDH) couples the oxidation of succinate to fumarate in the citric acid cycle and the reduction of ubiquinone to ubiquinol in the electron transport chain. A loss of function in the succinate dehydrogenase (SDH) enzyme complex is most commonly caused by an inherited mutation in one of the four SDHx genes (SDHA, SDHB, SDHC and SDHD). This mechanism was first implicated in familial phaeochromocytoma and paraganglioma. However, over the past two decades the spectrum of tumours associated with SDH deficiency has been extended to include gastrointestinal stromal tumours (GIST), renal cell carcinoma (RCC) and pituitary adenomas. The aim of this review is to describe the extended tumour spectrum associated with SDHx gene mutations and to consider how functional tests may help to establish the role of SDHx mutations in new or unexpected tumour phenotypes.


Assuntos
Paraganglioma , Feocromocitoma , Mutação em Linhagem Germinativa/genética , Humanos , Mutação , Paraganglioma/genética , Feocromocitoma/genética , Succinato Desidrogenase/genética , Succinato Desidrogenase/metabolismo
4.
Sci Rep ; 9(1): 10244, 2019 07 15.
Artigo em Inglês | MEDLINE | ID: mdl-31308404

RESUMO

The enzyme succinate dehydrogenase (SDH) functions in the citric acid cycle and loss of function predisposes to the development of phaeochromocytoma/paraganglioma (PPGL), wild type gastrointestinal stromal tumour (wtGIST) and renal cell carcinoma. SDH-deficient tumours are most commonly associated with a germline SDH subunit gene (SDHA/B/C/D) mutation but can also be associated with epigenetic silencing of the SDHC gene. However, clinical diagnostic testing for an SDHC epimutation is not widely available. The objective of this study was to investigate the indications for and the optimum diagnostic pathways for the detection of SDHC epimutations in clinical practice. SDHC promoter methylation analysis of 32 paraffin embedded tumours (including 15 GIST and 17 PPGL) was performed using a pyrosequencing technique and correlated with SDHC gene expression. SDHC promoter methylation was identified in 6 (18.7%) tumours. All 6 SDHC epimutation cases presented with SDH deficient wtGIST and 3/6 cases had multiple primary tumours. No case of constitutional SDHC promoter hypermethylation was detected. Whole genome sequencing of germline DNA from three wtGIST cases with an SDHC epimutation, did not reveal any causative sequence anomalies. Herein, we recommend a diagnostic workflow for the detection of an SDHC epimutation in a service setting.


Assuntos
Epigênese Genética/genética , Tumores do Estroma Gastrointestinal/genética , Succinato Desidrogenase/genética , Adolescente , Neoplasias das Glândulas Suprarrenais/genética , Adulto , Idoso , Metilação de DNA/genética , Epigenômica/métodos , Feminino , Tumores do Estroma Gastrointestinal/metabolismo , Genes Reguladores/genética , Mutação em Linhagem Germinativa , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Humanos , Masculino , Proteínas de Membrana/genética , Proteínas de Membrana/metabolismo , Pessoa de Meia-Idade , Mutação , Paraganglioma/genética , Feocromocitoma/genética , Regiões Promotoras Genéticas/genética , Succinato Desidrogenase/metabolismo , Transcriptoma/genética
5.
Cell Metab ; 27(4): 898-913.e7, 2018 04 03.
Artigo em Inglês | MEDLINE | ID: mdl-29617647

RESUMO

Animals require an immediate response to oxygen availability to allow rapid shifts between oxidative and glycolytic metabolism. These metabolic shifts are highly regulated by the HIF transcription factor. The factor inhibiting HIF (FIH) is an asparaginyl hydroxylase that controls HIF transcriptional activity in an oxygen-dependent manner. We show here that FIH loss increases oxidative metabolism, while also increasing glycolytic capacity, and that this gives rise to an increase in oxygen consumption. We further show that the loss of FIH acts to accelerate the cellular metabolic response to hypoxia. Skeletal muscle expresses 50-fold higher levels of FIH than other tissues: we analyzed skeletal muscle FIH mutants and found a decreased metabolic efficiency, correlated with an increased oxidative rate and an increased rate of hypoxic response. We find that FIH, through its regulation of oxidation, acts in concert with the PHD/vHL pathway to accelerate HIF-mediated metabolic responses to hypoxia.


Assuntos
Adaptação Fisiológica , Oxigenases de Função Mista/metabolismo , Oxigênio/metabolismo , Animais , Hipóxia Celular , Regulação da Expressão Gênica , Glicólise/fisiologia , Prolina Dioxigenases do Fator Induzível por Hipóxia/metabolismo , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Consumo de Oxigênio , Pró-Colágeno-Prolina Dioxigenase/metabolismo , Transdução de Sinais , Transcrição Gênica , Proteína Supressora de Tumor Von Hippel-Lindau/metabolismo
6.
JCO Precis Oncol ; 2: 1-12, 2018 Mar 29.
Artigo em Inglês | MEDLINE | ID: mdl-30949620

RESUMO

PURPOSE: Mutations in the mitochondrial enzyme succinate dehydrogenase (SDH) subunit genes are associated with a wide spectrum of tumours including phaeochromocytoma and paraganglioma (PPGL) 1, 2, gastrointestinal stromal tumours (GIST) 3, renal cell carcinoma (RCC) 4 and pituitary adenomas5. SDH-related tumorigenesis is believed to be secondary to accumulation of the oncometabolite succinate. Our aim was to investigate the potential clinical applications of MRI spectroscopy (1H-MRS) in a range of suspected SDH-related tumours. PATIENTS AND METHODS: Fifteen patients were recruited to this study. Respiratory-gated single-voxel 1H-MRS was performed at 3T to quantify the content of succinate at 2.4 ppm and choline at 3.22 ppm. RESULTS: A succinate peak was seen in six patients, all of whom had a germline SDHx mutation or loss of SDHB by immunohistochemistry. A succinate peak was also detected in two patients with a metastatic wild-type GIST (wtGIST) and no detectable germline SDHx mutation but a somatic epimutation in SDHC. Three patients without a tumour succinate peak retained SDHB expression, consistent with SDH functionality. In six cases with a borderline or absent peak, technical difficulties such as motion artefact rendered 1H-MRS difficult to interpret. Sequential imaging in a patient with a metastatic abdominal paraganglioma demonstrated loss of the succinate peak after four cycles of [177Lu]-DOTATATE, with a corresponding biochemical response in normetanephrine. CONCLUSIONS: This study has demonstrated the translation into clinical practice of in vivo metabolomic analysis using 1H-MRS in patients with SDH-deficient tumours. Potential applications include non-invasive diagnosis and disease stratification, as well as monitoring of tumour response to targeted treatments.

7.
PLoS One ; 12(10): e0185980, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-29069098

RESUMO

METHODS: We quantified 378 HRMAS 1H NMR spectra of human brain tumours (132 glioblastomas, 101 astrocytomas, 75 meningiomas, 37 oligodendrogliomas and 33 metastases) from the eTumour database and looked for metabolic interactions by metabolite-metabolite correlation analysis (MMCA). RESULTS: All tumour types showed remarkably similar metabolic correlations. Lactate correlated positively with alanine, glutamate with glutamine; creatine + phosphocreatine (tCr) correlated positively with lactate, alanine and choline + phosphocholine + glycerophosphocholine (tCho), and tCho correlated positively with lactate; fatty acids correlated negatively with lactate, glutamate + glutamine (tGlut), tCr and tCho. Oligodendrogliomas had fewer correlations but they still fitted that pattern. CONCLUSIONS: Possible explanations include (i) glycolytic tumour cells (the Warburg effect) generating pyruvate which is converted to lactate, alanine, glutamate and then glutamine; (ii) an association between elevated glycolysis and increased choline turnover in membranes; (iii) an increase in the tCr pool to facilitate phosphocreatine-driven glutamate uptake; (iv) lipid signals come from cytosolic lipid droplets in necrotic or pre-necrotic tumour tissue that has lower concentrations of anabolic and catabolic metabolites. Additional metabolite exchanges with host cells may also be involved. If tumours co-opt a standard set of biochemical mechanisms to grow in the brain, then drugs might be developed to disrupt those mechanisms.


Assuntos
Neoplasias Encefálicas/metabolismo , Espectroscopia de Prótons por Ressonância Magnética/métodos , Neoplasias Encefálicas/classificação , Neoplasias Encefálicas/patologia , Humanos
8.
Cancer Metab ; 5: 4, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28261475

RESUMO

BACKGROUND: Ketone bodies have both metabolic and epigenetic roles in cancer. In several studies, they showed an anti-cancer effect via inhibition of histone deacetylases; however, other studies observed faster tumour growth. The related molecule butyrate also inhibits growth of some cancer cells and accelerates it in others. This "butyrate paradox" is thought to be due to butyrate mediating histone acetylation and thus inhibiting cell proliferation in cancers that preferentially utilise glucose (the Warburg effect); whereas in cells that oxidise butyrate as a fuel, it fails to reach inhibitory concentrations and can stimulate growth. METHODS: We treated transgenic mice bearing spontaneous MMTV-NEU-NT mammary tumours with the ketone body ß-hydroxybutyrate (ß-OHB) and monitored tumour growth, metabolite concentrations and histone acetylation. In a cell line derived from these tumours, we also measured uptake of ß-OHB and glucose, and lactate production, in the absence and presence of ß-OHB. RESULTS: ß-OHB administration accelerated growth of MMTV-NEU-NT tumours, and their metabolic profile showed significant increases in ATP, glutamine, serine and choline-related metabolites. The ß-OHB concentration within the treated tumours, 0.46 ± 0.05 µmol/g, had no effect on histone acetylation as shown by western blots. Cultured tumour cells incubated with 0.5 mM ß-OHB showed ß-OHB uptake that would be equivalent to 54% of glycolytic ATP phosphorylation and no significant change in glucose consumption or lactate production. CONCLUSIONS: These results suggest that a ß-OHB paradox may occur in these mammary tumours in a manner analogous to the butyrate paradox. At low ß-OHB concentrations (<1 mM, as observed in our tumour model post-treatment), and in the absence of a Warburg effect, ß-OHB is consumed and thus acts as an oxidative energy source and not as an epigenetic factor. This would explain the increase in tumour growth after treatment, the metabolic profiles and the absence of an effect on histone H3 acetylation.

9.
Metabolomics ; 12: 120, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27429605

RESUMO

INTRODUCTION: The androgen receptor (AR) is the master regulator of prostate cancer cell metabolism. Degarelix is a novel gonadotrophin-releasing hormone blocker, used to decrease serum androgen levels in order to treat advanced human prostate cancer. Little is known of the rapid metabolic response of the human prostate cancer tissue samples to the decreased androgen levels. OBJECTIVES: To investigate the metabolic responses in benign and cancerous tissue samples from patients after treatment with Degarelix by using HRMAS 1H NMR spectroscopy. METHODS: Using non-destructive HR-MAS 1H NMR spectroscopy we analysed the metabolic changes induced by decreased AR signalling in human prostate cancer tissue samples. Absolute concentrations of the metabolites alanine, lactate, glutamine, glutamate, citrate, choline compounds [t-choline = choline + phosphocholine (PC) + glycerophosphocholine (GPC)], creatine compounds [t-creatine = creatine (Cr) + phosphocreatine (PCr)], taurine, myo-inositol and polyamines were measured in benign prostate tissue samples (n = 10), in prostate cancer specimens from untreated patients (n = 7) and prostate cancer specimens from patients treated with Degarelix (n = 6). RESULTS: Lactate, alanine and t-choline concentrations were significantly elevated in high-grade prostate cancer samples when compared to benign samples in untreated patients. Decreased androgen levels resulted in significant decreases of lactate and t-choline concentrations in human prostate cancer biopsies. CONCLUSIONS: The reduced concentrations of lactate and t-choline metabolites due to Degarelix could in principle be monitored by in vivo 1H MRS, which suggests that it would be possible to monitor the effects of physical or chemical castration in patients by that non-invasive method.

10.
J Natl Cancer Inst ; 108(5)2016 May.
Artigo em Inglês | MEDLINE | ID: mdl-26657335

RESUMO

BACKGROUND: The androgen receptor (AR) is a major drug target in prostate cancer (PCa). We profiled the AR-regulated kinome to identify clinically relevant and druggable effectors of AR signaling. METHODS: Using genome-wide approaches, we interrogated all AR regulated kinases. Among these, choline kinase alpha (CHKA) expression was evaluated in benign (n = 195), prostatic intraepithelial neoplasia (PIN) (n = 153) and prostate cancer (PCa) lesions (n = 359). We interrogated how CHKA regulates AR signaling using biochemical assays and investigated androgen regulation of CHKA expression in men with PCa, both untreated (n = 20) and treated with an androgen biosynthesis inhibitor degarelix (n = 27). We studied the effect of CHKA inhibition on the PCa transcriptome using RNA sequencing and tested the effect of CHKA inhibition on cell growth, clonogenic survival and invasion. Tumor xenografts (n = 6 per group) were generated in mice using genetically engineered prostate cancer cells with inducible CHKA knockdown. Data were analyzed with χ(2) tests, Cox regression analysis, and Kaplan-Meier methods. All statistical tests were two-sided. RESULTS: CHKA expression was shown to be androgen regulated in cell lines, xenografts, and human tissue (log fold change from 6.75 to 6.59, P = .002) and was positively associated with tumor stage. CHKA binds directly to the ligand-binding domain (LBD) of AR, enhancing its stability. As such, CHKA is the first kinase identified as an AR chaperone. Inhibition of CHKA repressed the AR transcriptional program including pathways enriched for regulation of protein folding, decreased AR protein levels, and inhibited the growth of PCa cell lines, human PCa explants, and tumor xenografts. CONCLUSIONS: CHKA can act as an AR chaperone, providing, to our knowledge, the first evidence for kinases as molecular chaperones, making CHKA both a marker of tumor progression and a potential therapeutic target for PCa.


Assuntos
Antineoplásicos/farmacologia , Biomarcadores Tumorais/metabolismo , Colina Quinase/metabolismo , Chaperonas Moleculares , Terapia de Alvo Molecular/métodos , Prostatectomia , Neoplasias da Próstata/tratamento farmacológico , Neoplasias da Próstata/enzimologia , Receptores Androgênicos/metabolismo , Transdução de Sinais , Idoso , Animais , Colina Quinase/antagonistas & inibidores , Colina Quinase/genética , Inibidores Enzimáticos/farmacologia , Regulação Neoplásica da Expressão Gênica , Humanos , Estimativa de Kaplan-Meier , Masculino , Camundongos , Camundongos Endogâmicos NOD , Camundongos SCID , Pessoa de Meia-Idade , Gradação de Tumores , Estadiamento de Neoplasias , Modelos de Riscos Proporcionais , Prostatectomia/métodos , Neoplasias da Próstata/patologia , Neoplasias da Próstata/cirurgia , Análise de Sequência de DNA , Ensaios Antitumorais Modelo de Xenoenxerto
11.
Metabolomics ; 11(6): 1848-1863, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26491426

RESUMO

To investigate metabolic changes during cellular transformation, we used a 1H NMR based metabolite-metabolite correlation analysis (MMCA) method, which permits analysis of homeostatic mechanisms in cells at the steady state, in an inducible cell transformation model. Transcriptomic data were used to further explain the results. Transformed cells showed many more metabolite-metabolite correlations than control cells. Some had intuitively plausible explanations: a shift from glycolysis to amino acid oxidation after transformation was accompanied by a strongly positive correlation between glucose and glutamine and a strongly negative one between lactate and glutamate; there were also many correlations between the branched chain amino acids and the aromatic amino acids. Others remain puzzling: after transformation strong positive correlations developed between choline and a group of five amino acids, whereas the same amino acids showed negative correlations with phosphocholine, a membrane phospholipid precursor. MMCA in conjunction with transcriptome analysis has opened a new window into the metabolome.

12.
MAGMA ; 28(2): 161-71, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25108704

RESUMO

OBJECT: Metabolomic studies on cultured cells involve assays of cell extracts and culture medium, both of which are often performed by (1)H NMR. Cell culture is nowadays performed in plastic dishes or flasks, and the extraction of metabolites from the cells is typically performed with perchloric acid, methanol-chloroform, or acetonitrile, ideally while the cells are still adherent to the culture dish. We conducted this investigation to identify contaminants from cell culture plasticware in metabolomic studies. MATERIALS AND METHODS: Human diploid fibroblasts (IMR90) (n = 6), HeLa cells (n = 6), and transformed astrocytes with HIF-1 knockout (Astro-KO) (n = 6) were cultured. Cells were seeded in 100 mm Petri dishes with 10 ml complete growth medium (Dulbecco's minimum essential medium) containing 10 % foetal bovine serum (FBS). Cell cultures were incubated at 37 °C in 5 % CO2 for approximately 3 days. Metabolites were extracted by use of a perchloric acid procedure. (1)H NMR spectroscopy was used for metabolite analysis. "Null sample" (i.e. cell-free) experiments were performed by either rinsing dishes with medium or incubating the medium in Petri dishes from five different manufacturers for 72 h and then by performing a dummy "extraction" of each Petri dish by the perchloric acid, methanol-chloroform, or acetonitrile procedures. Principal components analysis was used for classification of samples and to determine the contaminants arising from plasticware. RESULTS: We found that even brief rinsing of cell culture plasticware with culture medium elutes artefactual chemicals, the (1)H NMR signals of which could confound assays of acetate, succinate, and glycolate. Incubation of culture medium in cell-culture dishes for 72 h (as in a typical cell-culture experiment) followed by perchloric extraction in the dishes enhanced elution of the artefacts. These artefacts were present, but somewhat less pronounced, in the (1)H NMR spectra of null samples extracted with methanol and acetonitrile. Ethanol, lactate, alanine, fructose, and fumarate signals that appear in the (1)H NMR spectrum of the unused (pure) medium originate from FBS. CONCLUSIONS: Plastic Petri dishes from five different manufacturers gave rise to essentially identical artefactual peaks. Use of a pH indicator to assist neutralisation introduced still more artefactual signals in the aromatic region, as well as methanol and ethanol signals. Methanol and acetonitrile extracts also contained artefacts arising from the plasticware, although the amounts were less than in the perchloric acid extracts. Finally, we provide suggestions for minimizing these artefacts. The best practice would be to run a "null" extraction with every batch of cellular metabolomics experiments to test for contamination and to provide a "background" spectrum.


Assuntos
Artefatos , Astrócitos/citologia , Fibroblastos/metabolismo , Metaboloma/fisiologia , Plásticos/química , Espectroscopia de Prótons por Ressonância Magnética/métodos , Algoritmos , Técnicas de Cultura de Células/instrumentação , Linhagem Celular , Cultura , Células HeLa , Humanos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Manejo de Espécimes/instrumentação
13.
EMBO J ; 33(12): 1365-82, 2014 Jun 17.
Artigo em Inglês | MEDLINE | ID: mdl-24837709

RESUMO

Tumour cells sustain their high proliferation rate through metabolic reprogramming, whereby cellular metabolism shifts from oxidative phosphorylation to aerobic glycolysis, even under normal oxygen levels. Hypoxia-inducible factor 1A (HIF1A) is a major regulator of this process, but its activation under normoxic conditions, termed pseudohypoxia, is not well documented. Here, using an integrative approach combining the first genome-wide mapping of chromatin binding for an endocytic adaptor, ARRB1, both in vitro and in vivo with gene expression profiling, we demonstrate that nuclear ARRB1 contributes to this metabolic shift in prostate cancer cells via regulation of HIF1A transcriptional activity under normoxic conditions through regulation of succinate dehydrogenase A (SDHA) and fumarate hydratase (FH) expression. ARRB1-induced pseudohypoxia may facilitate adaptation of cancer cells to growth in the harsh conditions that are frequently encountered within solid tumours. Our study is the first example of an endocytic adaptor protein regulating metabolic pathways. It implicates ARRB1 as a potential tumour promoter in prostate cancer and highlights the importance of metabolic alterations in prostate cancer.


Assuntos
Arrestinas/metabolismo , Subunidade alfa do Fator 1 Induzível por Hipóxia/metabolismo , Redes e Vias Metabólicas/fisiologia , Modelos Biológicos , Neoplasias da Próstata/fisiopatologia , Imunoprecipitação da Cromatina , Imunofluorescência , Fumarato Hidratase/metabolismo , Cromatografia Gasosa-Espectrometria de Massas , Perfilação da Expressão Gênica , Humanos , Immunoblotting , Imuno-Histoquímica , Espectroscopia de Ressonância Magnética , Masculino , Metabolômica , Neoplasias da Próstata/metabolismo , Interferência de RNA , Succinato Desidrogenase/metabolismo , Análise Serial de Tecidos , beta-Arrestina 1 , beta-Arrestinas
14.
Bioinformatics ; 30(15): 2155-61, 2014 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-24711654

RESUMO

MOTIVATION: In metabolomics, the goal is to identify and measure the concentrations of different metabolites (small molecules) in a cell or a biological system. The metabolites form an important layer in the complex metabolic network, and the interactions between different metabolites are often of interest. It is crucial to perform proper normalization of metabolomics data, but current methods may not be applicable when estimating interactions in the form of correlations between metabolites. We propose a normalization approach based on a mixed model, with simultaneous estimation of a correlation matrix. We also investigate how the common use of a calibration standard in nuclear magnetic resonance (NMR) experiments affects the estimation of correlations. RESULTS: We show with both real and simulated data that our proposed normalization method is robust and has good performance when discovering true correlations between metabolites. The standardization of NMR data is shown in simulation studies to affect our ability to discover true correlations to a small extent. However, comparing standardized and non-standardized real data does not result in any large differences in correlation estimates. AVAILABILITY AND IMPLEMENTATION: Source code is freely available at https://sourceforge.net/projects/metabnorm/ CONTACT: alexandra.jauhiainen@ki.se SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Assuntos
Metabolômica/métodos , Interpretação Estatística de Dados , Humanos , Espectroscopia de Ressonância Magnética , Redes e Vias Metabólicas , Metabolômica/normas , Padrões de Referência
15.
J Mol Cell Cardiol ; 55: 27-30, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-23277191

RESUMO

Perhexiline is a potent anti-anginal drug used for treatment of refractory angina and other forms of heart disease. It provides an oxygen sparing effect in the myocardium by creating a switch from fatty acid to glucose metabolism through partial inhibition of carnitine palmitoyltransferase 1 and 2. However, the precise molecular mechanisms underlying the cardioprotective effects elicited by perhexiline are not fully understood. The present study employed a combined proteomics, metabolomics and computational approach to characterise changes in murine hearts upon treatment with perhexiline. According to results based on difference in-gel electrophoresis, the most profound change in the cardiac proteome related to the activation of the pyruvate dehydrogenase complex. Metabolomic analysis by high-resolution nuclear magnetic resonance spectroscopy showed lower levels of total creatine and taurine in hearts of perhexiline-treated mice. Creatine and taurine levels were also significantly correlated in a cross-correlation analysis of all metabolites. Computational modelling suggested that far from inducing a simple shift from fatty acid to glucose oxidation, perhexiline may cause complex rebalancing of carbon and nucleotide phosphate fluxes, fuelled by increased lactate and amino acid uptake, to increase metabolic flexibility and to maintain cardiac output. This article is part of a Special Issue entitled "Focus on Cardiac Metabolism".


Assuntos
Fármacos Cardiovasculares/farmacologia , Coração/efeitos dos fármacos , Metaboloma , Miocárdio/metabolismo , Perexilina/farmacologia , Proteoma , Animais , Análise por Conglomerados , Simulação por Computador , Masculino , Metabolômica , Camundongos , Modelos Biológicos , Proteômica
16.
Radiat Res ; 177(4): 398-435, 2012 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-22401303

RESUMO

Magnetic resonance spectroscopy allows noninvasive in vivo measurements of biochemical information from living systems, ranging from cultured cells through experimental animals to humans. Studies of biopsies or extracts offer deeper insights by detecting more metabolites and resolving metabolites that cannot be distinguished in vivo. The pharmacokinetics of certain drugs, especially fluorinated drugs, can be directly measured in vivo. This review briefly describes these methods and their applications to cancer metabolism, including glycolysis, hypoxia, bioenergetics, tumor pH, and tumor responses to radiotherapy and chemotherapy.


Assuntos
Espectroscopia de Ressonância Magnética/métodos , Imagem Molecular/métodos , Neoplasias/metabolismo , Tecido Adiposo/química , Animais , Antineoplásicos/farmacocinética , Antineoplásicos/uso terapêutico , Água Corporal , Morte Celular , Hipóxia Celular , Ensaios Clínicos como Assunto , Monitoramento de Medicamentos , Metabolismo Energético , Análise de Fourier , Glicólise , Humanos , Concentração de Íons de Hidrogênio , Isótopos/análise , Metabolismo dos Lipídeos , Neoplasias/diagnóstico , Neoplasias/tratamento farmacológico , Neoplasias/radioterapia , Neoplasias Experimentais/tratamento farmacológico , Neoplasias Experimentais/metabolismo , Neoplasias Experimentais/radioterapia , Ressonância Magnética Nuclear Biomolecular/instrumentação , Ressonância Magnética Nuclear Biomolecular/métodos , Prótons , Resultado do Tratamento
17.
EMBO J ; 30(13): 2719-33, 2011 May 20.
Artigo em Inglês | MEDLINE | ID: mdl-21602788

RESUMO

The androgen receptor (AR) is a key regulator of prostate growth and the principal drug target for the treatment of prostate cancer. Previous studies have mapped AR targets and identified some candidates which may contribute to cancer progression, but did not characterize AR biology in an integrated manner. In this study, we took an interdisciplinary approach, integrating detailed genomic studies with metabolomic profiling and identify an anabolic transcriptional network involving AR as the core regulator. Restricting flux through anabolic pathways is an attractive approach to deprive tumours of the building blocks needed to sustain tumour growth. Therefore, we searched for targets of the AR that may contribute to these anabolic processes and could be amenable to therapeutic intervention by virtue of differential expression in prostate tumours. This highlighted calcium/calmodulin-dependent protein kinase kinase 2, which we show is overexpressed in prostate cancer and regulates cancer cell growth via its unexpected role as a hormone-dependent modulator of anabolic metabolism. In conclusion, it is possible to progress from transcriptional studies to a promising therapeutic target by taking an unbiased interdisciplinary approach.


Assuntos
Carcinoma/genética , Carcinoma/metabolismo , Neoplasias da Próstata/genética , Neoplasias da Próstata/metabolismo , Receptores Androgênicos/fisiologia , Animais , Sequência de Bases , Sítios de Ligação/genética , Vias Biossintéticas/genética , Carcinoma/patologia , Linhagem Celular Tumoral , Proliferação de Células , Análise por Conglomerados , Regulação Neoplásica da Expressão Gênica , Humanos , Masculino , Metabolismo/genética , Metabolismo/fisiologia , Camundongos , Modelos Biológicos , Neoplasias da Próstata/patologia , Receptores Androgênicos/genética , Receptores Androgênicos/metabolismo , Elementos de Resposta/genética , Transplante Heterólogo
18.
J Mol Cell Cardiol ; 50(6): 982-90, 2011 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-21354174

RESUMO

A transgenic mouse model for conditional induction of long-term hibernation via myocardium-specific expression of a VEGF-sequestering soluble receptor allowed the dissection of the hibernation process into an initiation and a maintenance phase. The hypoxic initiation phase was characterized by peak levels of K(ATP) channel and glucose transporter 1 (GLUT1) expression. Glibenclamide, an inhibitor of K(ATP) channels, blocked GLUT1 induction. In the maintenance phase, tissue hypoxia and GLUT1 expression were reduced. Thus, we employed a combined "-omics" approach to resolve this cardioprotective adaptation process. Unguided bioinformatics analysis on the transcriptomic, proteomic and metabolomic datasets confirmed that anaerobic glycolysis was affected and that the observed enzymatic changes in cardiac metabolism were directly linked to hypoxia-inducible factor (HIF)-1 activation. Although metabolite concentrations were kept relatively constant, the combination of the proteomic and transcriptomic dataset improved the statistical confidence of the pathway analysis by 2 orders of magnitude. Importantly, proteomics revealed a reduced phosphorylation state of myosin light chain 2 and cardiac troponin I within the contractile apparatus of hibernating hearts in the absence of changes in protein abundance. Our study demonstrates how combining different "-omics" datasets aids in the identification of key biological pathways: chronic hypoxia resulted in a pronounced adaptive response at the transcript and the protein level to keep metabolite levels steady. This preservation of metabolic homeostasis is likely to contribute to the long-term survival of the hibernating myocardium.


Assuntos
Adaptação Fisiológica , Perfilação da Expressão Gênica , Homeostase/fisiologia , Miocárdio Atordoado/metabolismo , Proteoma , Animais , Biologia Computacional , Regulação da Expressão Gênica/fisiologia , Hipóxia/metabolismo , Hipóxia/patologia , Redes e Vias Metabólicas/fisiologia , Camundongos , Camundongos Transgênicos , Miocárdio Atordoado/patologia , Processamento de Proteína Pós-Traducional/fisiologia , Proteômica , Fatores de Crescimento do Endotélio Vascular/antagonistas & inibidores
19.
Cancer Chemother Pharmacol ; 68(5): 1243-53, 2011 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-21431415

RESUMO

PURPOSE: To develop a sensitive analytical method to quantify gemcitabine (2',2'-difluorodeoxycytidine, dFdC) and its metabolites 2',2'-difluorodeoxyuridine (dFdU) and 2',2'-difluorodeoxycytidine-5'-triphosphate (dFdCTP) simultaneously from tumour tissue. METHODS: Pancreatic ductal adenocarcinoma tumour tissue from genetically engineered mouse models of pancreatic cancer (KP ( FL/FL ) C and KP ( R172H/+) C) was collected after dosing the mice with gemcitabine. (19)F NMR spectroscopy and LC-MS/MS protocols were optimised to detect gemcitabine and its metabolites in homogenates of the tumour tissue. RESULTS: A (19)F NMR protocol was developed, which was capable of distinguishing the three analytes in tumour homogenates. However, it required at least 100 mg of the tissue in question and a long acquisition time per sample, making it impractical for use in large PK/PD studies or clinical trials. The LC-MS/MS protocol was developed using porous graphitic carbon to separate the analytes, enabling simultaneous detection of all three analytes from as little as 10 mg of tissue, with a sensitivity for dFdCTP of 0.2 ng/mg tissue. Multiple pieces of tissue from single tumours were analysed, showing little intra-tumour variation in the concentrations of dFdC or dFdU (both intra- and extra-cellular). Intra-tumoural variation was observed in the concentration of dFdCTP, an intra-cellular metabolite, which may reflect regions of different cellularity within a tumour. CONCLUSION: We have developed a sensitive LC-MS/MS method capable of quantifying gemcitabine, dFdU and dFdCTP in pancreatic tumour tissue. The requirement for only 10 mg of tissue enables this protocol to be used to analyse multiple areas from a single tumour and to spare tissue for additional pharmacodynamic assays.


Assuntos
Antineoplásicos/metabolismo , Citidina Trifosfato/análogos & derivados , Desoxicitidina/análogos & derivados , Floxuridina/análogos & derivados , Espectroscopia de Ressonância Magnética/métodos , Espectrometria de Massas em Tandem/métodos , Animais , Calibragem , Citidina Trifosfato/metabolismo , Desoxicitidina/metabolismo , Modelos Animais de Doenças , Floxuridina/metabolismo , Flúor , Humanos , Camundongos , Padrões de Referência , Gencitabina
20.
Science ; 324(5933): 1457-61, 2009 Jun 12.
Artigo em Inglês | MEDLINE | ID: mdl-19460966

RESUMO

Pancreatic ductal adenocarcinoma (PDA) is among the most lethal human cancers in part because it is insensitive to many chemotherapeutic drugs. Studying a mouse model of PDA that is refractory to the clinically used drug gemcitabine, we found that the tumors in this model were poorly perfused and poorly vascularized, properties that are shared with human PDA. We tested whether the delivery and efficacy of gemcitabine in the mice could be improved by coadministration of IPI-926, a drug that depletes tumor-associated stromal tissue by inhibition of the Hedgehog cellular signaling pathway. The combination therapy produced a transient increase in intratumoral vascular density and intratumoral concentration of gemcitabine, leading to transient stabilization of disease. Thus, inefficient drug delivery may be an important contributor to chemoresistance in pancreatic cancer.


Assuntos
Antineoplásicos/administração & dosagem , Protocolos de Quimioterapia Combinada Antineoplásica , Carcinoma Ductal Pancreático/tratamento farmacológico , Desoxicitidina/análogos & derivados , Proteínas Hedgehog/metabolismo , Neoplasias Pancreáticas/tratamento farmacológico , Alcaloides de Veratrum/administração & dosagem , Animais , Antineoplásicos/metabolismo , Antineoplásicos/uso terapêutico , Apoptose/efeitos dos fármacos , Carcinoma Ductal Pancreático/irrigação sanguínea , Carcinoma Ductal Pancreático/metabolismo , Carcinoma Ductal Pancreático/patologia , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Desoxicitidina/administração & dosagem , Desoxicitidina/metabolismo , Desoxicitidina/uso terapêutico , Modelos Animais de Doenças , Resistencia a Medicamentos Antineoplásicos , Proteínas Hedgehog/antagonistas & inibidores , Humanos , Fatores de Transcrição Kruppel-Like/metabolismo , Camundongos , Transplante de Neoplasias , Neovascularização Patológica , Neoplasias Pancreáticas/irrigação sanguínea , Neoplasias Pancreáticas/metabolismo , Neoplasias Pancreáticas/patologia , Receptores Acoplados a Proteínas G/antagonistas & inibidores , Receptores Acoplados a Proteínas G/metabolismo , Transdução de Sinais/efeitos dos fármacos , Receptor Smoothened , Células Estromais/efeitos dos fármacos , Células Estromais/patologia , Alcaloides de Veratrum/farmacocinética , Alcaloides de Veratrum/uso terapêutico , Proteína GLI1 em Dedos de Zinco , Gencitabina
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