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1.
Elife ; 122023 Nov 28.
Artículo en Inglés | MEDLINE | ID: mdl-38014932

RESUMEN

Compelling evidence has accumulated on the role of oxidative stress on the endothelial cell (EC) dysfunction in acute coronary syndrome. Unveiling the underlying metabolic determinants has been hampered by the scarcity of appropriate cell models to address cell-autonomous mechanisms of EC dysfunction. We have generated endothelial cells derived from thrombectomy specimens from patients affected with acute myocardial infarction (AMI) and conducted phenotypical and metabolic characterizations. AMI-derived endothelial cells (AMIECs) display impaired growth, migration, and tubulogenesis. Metabolically, AMIECs displayed augmented ROS and glutathione intracellular content, with a diminished glucose consumption coupled to high lactate production. In AMIECs, while PFKFB3 protein levels of were downregulated, PFKFB4 levels were upregulated, suggesting a shunting of glycolysis towards the pentose phosphate pathway, supported by upregulation of G6PD. Furthermore, the glutaminolytic enzyme GLS was upregulated in AMIECs, providing an explanation for the increase in glutathione content. Finally, AMIECs displayed a significantly higher mitochondrial membrane potential than control ECs, which, together with high ROS levels, suggests a coupled mitochondrial activity. We suggest that high mitochondrial proton coupling underlies the high production of ROS, balanced by PPP- and glutaminolysis-driven synthesis of glutathione, as a primary, cell-autonomous abnormality driving EC dysfunction in AMI.


Asunto(s)
Células Endoteliales , Infarto del Miocardio , Humanos , Especies Reactivas de Oxígeno/metabolismo , Células Endoteliales/metabolismo , Reprogramación Metabólica , Estrés Oxidativo , Glucólisis , Glutatión/metabolismo , Fosfofructoquinasa-2/metabolismo
2.
PLoS Comput Biol ; 17(7): e1009234, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-34297714

RESUMEN

Metabolic adaptations to complex perturbations, like the response to pharmacological treatments in multifactorial diseases such as cancer, can be described through measurements of part of the fluxes and concentrations at the systemic level and individual transporter and enzyme activities at the molecular level. In the framework of Metabolic Control Analysis (MCA), ensembles of linear constraints can be built integrating these measurements at both systemic and molecular levels, which are expressed as relative differences or changes produced in the metabolic adaptation. Here, combining MCA with Linear Programming, an efficient computational strategy is developed to infer additional non-measured changes at the molecular level that are required to satisfy these constraints. An application of this strategy is illustrated by using a set of fluxes, concentrations, and differentially expressed genes that characterize the response to cyclin-dependent kinases 4 and 6 inhibition in colon cancer cells. Decreases and increases in transporter and enzyme individual activities required to reprogram the measured changes in fluxes and concentrations are compared with down-regulated and up-regulated metabolic genes to unveil those that are key molecular drivers of the metabolic response.


Asunto(s)
Redes y Vías Metabólicas , Modelos Biológicos , Fenómenos Bioquímicos , Neoplasias del Colon/genética , Neoplasias del Colon/metabolismo , Biología Computacional , Simulación por Computador , Quinasa 4 Dependiente de la Ciclina/antagonistas & inhibidores , Quinasa 6 Dependiente de la Ciclina/antagonistas & inhibidores , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Glucólisis , Células HCT116 , Humanos , Cinética , Modelos Lineales , Análisis de Flujos Metabólicos/estadística & datos numéricos , Metabolómica/estadística & datos numéricos , Prueba de Estudio Conceptual , Inhibidores de Proteínas Quinasas/farmacología , Teoría de Sistemas
3.
Int J Mol Sci ; 22(7)2021 Mar 25.
Artículo en Inglés | MEDLINE | ID: mdl-33806075

RESUMEN

Growing evidence is showing that acetylation plays an essential role in cancer, but studies on the impact of KDAC inhibition (KDACi) on the metabolic profile are still in their infancy. Here, we analyzed, by using an iTRAQ-based quantitative proteomics approach, the changes in the proteome of KRAS-mutated non-small cell lung cancer (NSCLC) A549 cells in response to trichostatin-A (TSA) and nicotinamide (NAM) under normoxia and hypoxia. Part of this response was further validated by molecular and biochemical analyses and correlated with the proliferation rates, apoptotic cell death, and activation of ROS scavenging mechanisms in opposition to the ROS production. Despite the differences among the KDAC inhibitors, up-regulation of glycolysis, TCA cycle, oxidative phosphorylation and fatty acid synthesis emerged as a common metabolic response underlying KDACi. We also observed that some of the KDACi effects at metabolic levels are enhanced under hypoxia. Furthermore, we used a drug repositioning machine learning approach to list candidate metabolic therapeutic agents for KRAS mutated NSCLC. Together, these results allow us to better understand the metabolic regulations underlying KDACi in NSCLC, taking into account the microenvironment of tumors related to hypoxia, and bring new insights for the future rational design of new therapies.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas/metabolismo , Hipoxia de la Célula , Inhibidores de Histona Desacetilasas/farmacología , Histona Desacetilasas/metabolismo , Neoplasias Pulmonares/metabolismo , Oxígeno/química , Células A549 , Apoptosis , Humanos , Lisina/química , Aprendizaje Automático , Redes y Vías Metabólicas , Fosforilación Oxidativa , Proteoma/metabolismo , Proteómica/métodos , Proteínas Proto-Oncogénicas p21(ras)/metabolismo , Especies Reactivas de Oxígeno/metabolismo
4.
Cancers (Basel) ; 13(7)2021 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-33915900

RESUMEN

Metabolic adaptation is emerging as an important hallmark of cancer and metastasis. In the last decade, increasing evidence has shown the importance of metabolic alterations underlying the metastatic process, especially in breast cancer metastasis but also in colorectal cancer metastasis. Being the main cause of cancer-related deaths, it is of great importance to developing new therapeutic strategies that specifically target metastatic cells. In this regard, targeting metabolic pathways of metastatic cells is one of the more promising windows for new therapies of metastatic colorectal cancer, where still there are no approved inhibitors against metabolic targets. In this study, we review the recent advances in the field of metabolic adaptation of cancer metastasis, focusing our attention on colorectal cancer. In addition, we also review the current status of metabolic inhibitors for cancer treatment.

5.
Cancers (Basel) ; 13(3)2021 Jan 23.
Artículo en Inglés | MEDLINE | ID: mdl-33498690

RESUMEN

With most cancer-related deaths resulting from metastasis, the development of new therapeutic approaches against metastatic colorectal cancer (mCRC) is essential to increasing patient survival. The metabolic adaptations that support mCRC remain undefined and their elucidation is crucial to identify potential therapeutic targets. Here, we employed a strategy for the rational identification of targetable metabolic vulnerabilities. This strategy involved first a thorough metabolic characterisation of same-patient-derived cell lines from primary colon adenocarcinoma (SW480), its lymph node metastasis (SW620) and a liver metastatic derivative (SW620-LiM2), and second, using a novel multi-omics integration workflow, identification of metabolic vulnerabilities specific to the metastatic cell lines. We discovered that the metastatic cell lines are selectively vulnerable to the inhibition of cystine import and folate metabolism, two key pathways in redox homeostasis. Specifically, we identified the system xCT and MTHFD1 genes as potential therapeutic targets, both individually and combined, for combating mCRC.

6.
Methods Mol Biol ; 2088: 271-298, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-31893378

RESUMEN

Stable isotope-resolved metabolomics (SIRM), based on the analysis of biological samples from living cells incubated with artificial isotope enriched substrates, enables mapping the rates of biochemical reactions (metabolic fluxes). We developed software supporting a workflow of analysis of SIRM data obtained with mass spectrometry (MS). The evaluation of fluxes starting from raw MS recordings requires at least three steps of computer support: first, extraction of mass spectra of metabolites of interest, then correction of the spectra for natural isotope abundance, and finally, evaluation of fluxes by simulation of the corrected spectra using a corresponding mathematical model. A kinetic model based on ordinary differential equations (ODEs) for isotopomers of metabolites of the corresponding biochemical network supports the final part of the analysis, which provides a dynamic flux map.


Asunto(s)
Isótopos de Carbono/metabolismo , Metabolómica/métodos , Programas Informáticos , Flujo de Trabajo , Línea Celular , Humanos , Marcaje Isotópico/métodos , Cinética , Espectrometría de Masas/métodos
7.
Mol Syst Biol ; 13(10): 940, 2017 10 04.
Artículo en Inglés | MEDLINE | ID: mdl-28978620

RESUMEN

Cyclin-dependent kinases (CDK) are rational cancer therapeutic targets fraught with the development of acquired resistance by tumor cells. Through metabolic and transcriptomic analyses, we show that the inhibition of CDK4/6 leads to a metabolic reprogramming associated with gene networks orchestrated by the MYC transcription factor. Upon inhibition of CDK4/6, an accumulation of MYC protein ensues which explains an increased glutamine metabolism, activation of the mTOR pathway and blunting of HIF-1α-mediated responses to hypoxia. These MYC-driven adaptations to CDK4/6 inhibition render cancer cells highly sensitive to inhibitors of MYC, glutaminase or mTOR and to hypoxia, demonstrating that metabolic adaptations to antiproliferative drugs unveil new vulnerabilities that can be exploited to overcome acquired drug tolerance and resistance by cancer cells.


Asunto(s)
Perfilación de la Expresión Génica/métodos , Metabolómica/métodos , Neoplasias/metabolismo , Piperazinas/farmacología , Inhibidores de Proteínas Quinasas/farmacología , Proteínas Proto-Oncogénicas c-myc/genética , Proteínas Proto-Oncogénicas c-myc/metabolismo , Piridinas/farmacología , Línea Celular Tumoral , Quinasa 4 Dependiente de la Ciclina/antagonistas & inhibidores , Quinasa 6 Dependiente de la Ciclina/antagonistas & inhibidores , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Redes Reguladoras de Genes/efectos de los fármacos , Glutamina/metabolismo , Células HCT116 , Humanos , Subunidad alfa del Factor 1 Inducible por Hipoxia/genética , Subunidad alfa del Factor 1 Inducible por Hipoxia/metabolismo , Células MCF-7 , Neoplasias/genética , Serina-Treonina Quinasas TOR/genética , Serina-Treonina Quinasas TOR/metabolismo
8.
Pharmacol Res ; 102: 218-34, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26375988

RESUMEN

Selenium supplement has been shown in clinical trials to reduce the risk of different cancers including lung carcinoma. Previous studies reported that the antiproliferative and pro-apoptotic activities of methylseleninic acid (MSA) in cancer cells could be mediated by inhibition of the PI3K pathway. A better understanding of the downstream cellular targets of MSA will provide information on its mechanism of action and will help to optimize its use in combination therapies with PI3K inhibitors. For this study, the effects of MSA on viability, cell cycle, metabolism, apoptosis, protein and mRNA expression, and reactive oxygen species production were analysed in A549 cells. FOXO3a subcellular localization was examined in A549 cells and in stably transfected human osteosarcoma U2foxRELOC cells. Our results demonstrate that MSA induces FOXO3a nuclear translocation in A549 cells and in U2OS cells that stably express GFP-FOXO3a. Interestingly, sodium selenite, another selenium compound, did not induce any significant effects on FOXO3a translocation despite inducing apoptosis. Single strand break of DNA, disruption of tumour cell metabolic adaptations, decrease in ROS production, and cell cycle arrest in G1 accompanied by induction of apoptosis are late events occurring after 24h of MSA treatment in A549 cells. Our findings suggest that FOXO3a is a relevant mediator of the antiproliferative effects of MSA. This new evidence on the mechanistic action of MSA can open new avenues in exploiting its antitumour properties and in the optimal design of novel combination therapies. We present MSA as a promising chemotherapeutic agent with synergistic antiproliferative effects with cisplatin.


Asunto(s)
Antineoplásicos/farmacología , Núcleo Celular/metabolismo , Factores de Transcripción Forkhead/metabolismo , Compuestos de Organoselenio/farmacología , Proteínas Proto-Oncogénicas c-akt/antagonistas & inhibidores , Células 3T3 , Animales , Apoptosis/efectos de los fármacos , Proteínas Reguladoras de la Apoptosis/metabolismo , Ciclo Celular/efectos de los fármacos , Línea Celular , Línea Celular Tumoral , Núcleo Celular/efectos de los fármacos , Proliferación Celular/efectos de los fármacos , Cisplatino/farmacología , Proteína Forkhead Box O3 , Puntos de Control de la Fase G1 del Ciclo Celular/efectos de los fármacos , Humanos , Ratones , Fosfatidilinositol 3-Quinasas/metabolismo , Transporte de Proteínas/efectos de los fármacos , Especies Reactivas de Oxígeno/metabolismo
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