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1.
BMC Bioinformatics ; 18(1): 88, 2017 Feb 03.
Artículo en Inglés | MEDLINE | ID: mdl-28158972

RESUMEN

BACKGROUND: Tracing stable isotopes, such as 13C using various mass spectrometry (MS) methods provides a valuable information necessary for the study of biochemical processes in cells. However, extracting such information requires special care, such as a correction for naturally occurring isotopes, or overlapping mass spectra of various components of the cell culture medium. Developing a method for a correction of overlapping peaks is the primary objective of this study. RESULTS: Our computer program-MIDcor (free at https://github.com/seliv55/mid_correct) written in the R programming language, corrects the raw MS spectra both for the naturally occurring isotopes and for the overlapping of peaks corresponding to various substances. To this end, the mass spectra of unlabeled metabolites measured in two media are necessary: in a minimal medium containing only derivatized metabolites and chemicals for derivatization, and in a complete cell incubated medium. The MIDcor program calculates the difference (D) between the theoretical and experimentally measured spectra of metabolites containing only the naturally occurring isotopes. The result of comparison of D in the two media determines a way of deciphering the true spectra. (1) If D in the complete medium is greater than that in the minimal medium in at least one peak, then unchanged D is subtracted from the raw spectra of the labeled metabolite. (2) If D does not depend on the medium, then the spectrum probably overlaps with a derivatized fragment of the same metabolite, and D is modified proportionally to the metabolite labeling. The program automatically reaches a decision regarding the way of correction. For some metabolites/fragments in the case (2) D was found to decrease when the tested substance was 13C labeled, and this isotopic effect also can be corrected automatically, if the user provides a measured spectrum of the substance in which the 13C labeling is known a priori. CONCLUSION: Using the developed program improves the reliability of stable isotope tracer data analysis.


Asunto(s)
Cromatografía de Gases y Espectrometría de Masas , Metaboloma , Interfaz Usuario-Computador , Isótopos de Carbono/química , Línea Celular , Medios de Cultivo/análisis , Humanos , Internet , Marcaje Isotópico
2.
BMC Syst Biol ; 8: 109, 2014 Sep 14.
Artículo en Inglés | MEDLINE | ID: mdl-25217974

RESUMEN

BACKGROUND: It has been suggested that the adipokine resistin links obesity and insulin resistance, although how resistin acts on muscle metabolism is controversial. We aimed to quantitatively analyse the effects of resistin on the glucose metabolic flux profile and on insulin response in L6E9 myotubes at the metabolic level using a tracer-based metabolomic approach and our in-house developed software, Isodyn. RESULTS: Resistin significantly increased glucose uptake and glycolysis, altering pyruvate utilisation by the cell. In the presence of resistin, insulin only slightly increased glucose uptake and glycolysis, and did not alter the flux profile around pyruvate induced by resistin. Resistin prevented the increase in gene expression in pyruvate dehydrogenase-E1 and the sharp decrease in gene expression in cytosolic phosphoenolpyruvate carboxykinase-1 induced by insulin. CONCLUSIONS: These data suggest that resistin impairs the metabolic activation of insulin. This impairment cannot be explained by the activity of a single enzyme, but instead due to reorganisation of the whole metabolic flux distribution.


Asunto(s)
Isótopos de Carbono/metabolismo , Glucosa/metabolismo , Insulina/metabolismo , Análisis de Flujos Metabólicos/métodos , Fibras Musculares Esqueléticas/metabolismo , Resistina/metabolismo , Programas Informáticos , Animales , Biología Computacional , Fosfoenolpiruvato Carboxiquinasa (ATP)/metabolismo , Piruvato Deshidrogenasa (Lipoamida)/metabolismo , Ratas
3.
PLoS One ; 9(8): e104637, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25115868

RESUMEN

SHROB rats have been suggested as a model for metabolic syndrome (MetS) as a situation prior to the onset of CVD or type-2 diabetes, but information on descriptive biochemical parameters for this model is limited. Here, we extensively evaluate parameters related to CVD and oxidative stress (OS) in SHROB rats. SHROB rats were monitored for 15 weeks and compared to a control group of Wistar rats. Body weight was recorded weekly. At the end of the study, parameters related to CVD and OS were evaluated in plasma, urine and different organs. SHROB rats presented statistically significant differences from Wistar rats in CVD risk factors: total cholesterol, LDL-cholesterol, triglycerides, apoA1, apoB100, abdominal fat, insulin, blood pressure, C-reactive protein, ICAM-1 and PAI-1. In adipose tissue, liver and brain, the endogenous antioxidant systems were activated, yet there was no significant oxidative damage to lipids (MDA) or proteins (carbonylation). We conclude that SHROB rats present significant alterations in parameters related to inflammation, endothelial dysfunction, thrombotic activity, insulin resistance and OS measured in plasma as well as enhanced redox defence systems in vital organs that will be useful as markers of MetS and CVD for nutrition interventions.


Asunto(s)
Síndrome Metabólico/etiología , Síndrome Metabólico/metabolismo , Estrés Oxidativo , Animales , Antioxidantes/metabolismo , Biomarcadores/sangre , Biomarcadores/metabolismo , Enfermedades Cardiovasculares/sangre , Enfermedades Cardiovasculares/metabolismo , Modelos Animales de Enfermedad , Femenino , Síndrome Metabólico/sangre , Fenotipo , Ratas , Factores de Riesgo
4.
Carcinogenesis ; 34(8): 1881-8, 2013 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-23615403

RESUMEN

Epidemiological and experimental studies suggest that fiber and phenolic compounds might have a protective effect on the development of colon cancer in humans. Accordingly, we assessed the chemopreventive efficacy and associated mechanisms of action of a lyophilized red grape pomace containing proanthocyanidin (PA)-rich dietary fiber [grape antioxidant dietary fiber (GADF)] on spontaneous intestinal tumorigenesis in the Apc(Min/+) mouse model. Mice were fed a standard diet (control group) or a 1% (w/w) GADF-supplemented diet (GADF group) for 6 weeks. GADF supplementation greatly reduced intestinal tumorigenesis, significantly decreasing the total number of polyps by 76%. Moreover, size distribution analysis showed a considerable reduction in all polyp size categories [diameter <1mm (65%), 1-2mm (67%) and >2mm (87%)]. In terms of polyp formation in the proximal, middle and distal portions of the small intestine, a decrease of 76, 81 and 73% was observed, respectively. Putative molecular mechanisms underlying the inhibition of intestinal tumorigenesis were investigated by comparison of microarray expression profiles of GADF-treated and non-treated mice. We observed that the effects of GADF are mainly associated with the induction of a G1 cell cycle arrest and the downregulation of genes related to the immune response and inflammation. Our findings show for the first time the efficacy and associated mechanisms of action of GADF against intestinal tumorigenesis in Apc(Min/+) mice, suggesting its potential for the prevention of colorectal cancer.


Asunto(s)
Antioxidantes/farmacología , Ciclo Celular/efectos de los fármacos , Fibras de la Dieta/farmacología , Poliposis Intestinal/tratamiento farmacológico , Poliposis Intestinal/inmunología , Vitis/química , Animales , Peso Corporal/efectos de los fármacos , Peso Corporal/genética , Peso Corporal/inmunología , Carcinogénesis/efectos de los fármacos , Carcinogénesis/genética , Carcinogénesis/inmunología , Ciclo Celular/genética , Ciclo Celular/inmunología , Puntos de Control del Ciclo Celular/efectos de los fármacos , Puntos de Control del Ciclo Celular/genética , Puntos de Control del Ciclo Celular/inmunología , Neoplasias Colorrectales/genética , Neoplasias Colorrectales/inmunología , Neoplasias Colorrectales/metabolismo , Neoplasias Colorrectales/prevención & control , Suplementos Dietéticos , Regulación hacia Abajo/efectos de los fármacos , Regulación hacia Abajo/inmunología , Fase G1/efectos de los fármacos , Fase G1/genética , Fase G1/inmunología , Inflamación/tratamiento farmacológico , Inflamación/genética , Inflamación/inmunología , Inflamación/metabolismo , Poliposis Intestinal/genética , Poliposis Intestinal/metabolismo , Pólipos Intestinales/tratamiento farmacológico , Pólipos Intestinales/genética , Pólipos Intestinales/inmunología , Pólipos Intestinales/metabolismo , Intestino Delgado/efectos de los fármacos , Intestino Delgado/inmunología , Intestino Delgado/metabolismo , Masculino , Ratones , Transcriptoma/efectos de los fármacos , Transcriptoma/inmunología
5.
Pharmacol Ther ; 138(2): 255-71, 2013 May.
Artículo en Inglés | MEDLINE | ID: mdl-23356980

RESUMEN

Cell proliferation is an essential mechanism for growth, development and regeneration of eukaryotic organisms; however, it is also the cause of one of the most devastating diseases of our era: cancer. Given the relevance of the processes in which cell proliferation is involved, its regulation is of paramount importance for multicellular organisms. Cell division is orchestrated by a complex network of interactions between proteins, metabolism and microenvironment including several signaling pathways and mechanisms of control aiming to enable cell proliferation only in response to specific stimuli and under adequate conditions. Three main players have been identified in the coordinated variation of the many molecules that play a role in cell cycle: i) The cell cycle protein machinery including cyclin-dependent kinases (CDK)-cyclin complexes and related kinases, ii) The metabolic enzymes and related metabolites and iii) The reactive-oxygen species (ROS) and cellular redox status. The role of these key players and the interaction between oscillatory and non-oscillatory species have proved essential for driving the cell cycle. Moreover, cancer development has been associated to defects in all of them. Here, we provide an overview on the role of CDK-cyclin complexes, metabolic adaptations and oxidative stress in regulating progression through each cell cycle phase and transitions between them. Thus, new approaches for the design of innovative cancer therapies targeting crosstalk between cell cycle simultaneous events are proposed.


Asunto(s)
Antineoplásicos/uso terapéutico , Puntos de Control del Ciclo Celular/efectos de los fármacos , Terapia Molecular Dirigida/métodos , Neoplasias/tratamiento farmacológico , Animales , Antineoplásicos/administración & dosificación , Antineoplásicos/farmacología , Humanos , Neoplasias/metabolismo , Neoplasias/patología , Oxidación-Reducción
6.
Metabolomics ; 8(3): 454-464, 2012 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-22661920

RESUMEN

Cyclin-dependent kinases CDK4 and CDK6 are essential for the control of the cell cycle through the G(1) phase. Aberrant expression of CDK4 and CDK6 is a hallmark of cancer, which would suggest that CDK4 and CDK6 are attractive targets for cancer therapy. Herein, we report that calcein AM (the calcein acetoxymethyl-ester) is a potent specific inhibitor of CDK4 and CDK6 in HCT116 human colon adenocarcinoma cells, inhibiting retinoblastoma protein (pRb) phosphorylation and inducing cell cycle arrest in the G(1) phase. The metabolic effects of calcein AM on HCT116 cells were also evaluated and the flux between the oxidative and non-oxidative branches of the pentose phosphate pathway was significantly altered. To elucidate whether these metabolic changes were due to the inhibition of CDK4 and CDK6, we also characterized the metabolic profile of a CDK4, CDK6 and CDK2 triple knockout of mouse embryonic fibroblasts. The results show that the metabolic profile associated with the depletion of CDK4, CDK6 and CDK2 coincides with the metabolic changes induced by calcein AM on HCT116 cells, thus confirming that the inhibition of CDK4 and CDK6 disrupts the balance between the oxidative and non-oxidative branches of the pentose phosphate pathway. Taken together, these results indicate that low doses of calcein can halt cell division and kill tumor cells. Thus, selective inhibition of CDK4 and CDK6 may be of greater pharmacological interest, since inhibitors of these kinases affect both cell cycle progression and the robust metabolic profile of tumors.

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