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1.
J Proteome Res ; 21(11): 2555-2565, 2022 11 04.
Artículo en Inglés | MEDLINE | ID: mdl-36180971

RESUMEN

Advances in metabolomics analysis and data treatment increase the knowledge of complex biological systems. One of the most used methodologies is gas chromatography-mass spectrometry (GC-MS) due to its robustness, high separation efficiency, and reliable peak identification through curated databases. However, methodologies are not standardized, and the derivatization steps in GC-MS can introduce experimental errors and take considerable time, exposing the samples to degradation. Here, we propose the injection-port derivatization (IPD) methodology to increase the throughput in plasma metabolomics analysis by GC-MS. The IPD method was evaluated and optimized for different families of metabolites (organic acids, amino acids, fatty acids, sugars, sugar phosphates, etc.) in terms of residence time, injection-port temperature, and sample/derivatization reagent ratio. Finally, the method's usefulness was validated in a study consisting of a cohort of obese patients with or without nonalcoholic steatohepatitis. Our results show a fast, reproducible, precise, and reliable method for the analysis of biological samples by GC-MS. Raw data are publicly available at MetaboLights with Study Identifier MTBLS5151.


Asunto(s)
Ácidos , Metabolómica , Humanos , Cromatografía de Gases y Espectrometría de Masas/métodos , Metabolómica/métodos , Indicadores y Reactivos , Aminoácidos
2.
PLoS Comput Biol ; 17(6): e1008408, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-34153035

RESUMEN

Tumour cell heterogeneity is a major barrier for efficient design of targeted anti-cancer therapies. A diverse distribution of phenotypically distinct tumour-cell subpopulations prior to drug treatment predisposes to non-uniform responses, leading to the elimination of sensitive cancer cells whilst leaving resistant subpopulations unharmed. Few strategies have been proposed for quantifying the variability associated to individual cancer-cell heterogeneity and minimizing its undesirable impact on clinical outcomes. Here, we report a computational approach that allows the rational design of combinatorial therapies involving epigenetic drugs against chromatin modifiers. We have formulated a stochastic model of a bivalent transcription factor that allows us to characterise three different qualitative behaviours, namely: bistable, high- and low-gene expression. Comparison between analytical results and experimental data determined that the so-called bistable and high-gene expression behaviours can be identified with undifferentiated and differentiated cell types, respectively. Since undifferentiated cells with an aberrant self-renewing potential might exhibit a cancer/metastasis-initiating phenotype, we analysed the efficiency of combining epigenetic drugs against the background of heterogeneity within the bistable sub-ensemble. Whereas single-targeted approaches mostly failed to circumvent the therapeutic problems represented by tumour heterogeneity, combinatorial strategies fared much better. Specifically, the more successful combinations were predicted to involve modulators of the histone H3K4 and H3K27 demethylases KDM5 and KDM6A/UTX. Those strategies involving the H3K4 and H3K27 methyltransferases MLL2 and EZH2, however, were predicted to be less effective. Our theoretical framework provides a coherent basis for the development of an in silico platform capable of identifying the epigenetic drugs combinations best-suited to therapeutically manage non-uniform responses of heterogenous cancer cell populations.


Asunto(s)
Antineoplásicos/uso terapéutico , Cromatina/efectos de los fármacos , Epigénesis Genética/efectos de los fármacos , Neoplasias/tratamiento farmacológico , Antineoplásicos/administración & dosificación , Antineoplásicos/farmacología , Simulación por Computador , Quimioterapia Combinada , Humanos
3.
Int J Mol Sci ; 23(5)2022 Feb 28.
Artículo en Inglés | MEDLINE | ID: mdl-35269852

RESUMEN

Breast cancer is the most prevalent cancer and the leading cause of cancer-related death among women worldwide. Type 2 diabetes-associated metabolic traits such as hyperglycemia, hyperinsulinemia, inflammation, oxidative stress, and obesity are well-known risk factors for breast cancer. The insulin sensitizer metformin, one of the most prescribed oral antidiabetic drugs, has been suggested to function as an antitumoral agent, based on epidemiological and retrospective clinical data as well as preclinical studies showing an antiproliferative effect in cultured breast cancer cells and animal models. These benefits provided a strong rationale to study the effects of metformin in routine clinical care of breast cancer patients. However, the initial enthusiasm was tempered after disappointing results in randomized controlled trials, particularly in the metastatic setting. Here, we revisit the current state of the art of metformin mechanisms of action, critically review past and current metformin-based clinical trials, and briefly discuss future perspectives on how to incorporate metformin into the oncologist's armamentarium for the prevention and treatment of breast cancer.


Asunto(s)
Neoplasias de la Mama , Diabetes Mellitus Tipo 2 , Metformina , Animales , Neoplasias de la Mama/prevención & control , Diabetes Mellitus Tipo 2/inducido químicamente , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Femenino , Humanos , Hipoglucemiantes/efectos adversos , Metformina/farmacología , Metformina/uso terapéutico , Estudios Retrospectivos
4.
Int J Mol Sci ; 23(17)2022 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-36077379

RESUMEN

The third-generation anaplastic lymphoma tyrosine kinase inhibitor (ALK-TKI) lorlatinib has a unique side effect profile that includes hypercholesteremia and hypertriglyceridemia in >80% of lung cancer patients. Here, we tested the hypothesis that lorlatinib might directly promote the accumulation of cholesterol and/or triglycerides in human hepatic cells. We investigated the capacity of the hepatoprotectant silibinin to modify the lipid-modifying activity of lorlatinib. To predict clinically relevant drug−drug interactions if silibinin were used to clinically manage lorlatinib-induced hyperlipidemic effects in hepatic cells, we also explored the capacity of silibinin to interact with and block CYP3A4 activity using in silico computational descriptions and in vitro biochemical assays. A semi-targeted ultrahigh pressure liquid chromatography accurate mass quadrupole time-of-flight mass spectrometry with electrospray ionization (UHPLC-ESI-QTOF-MS/MS)-based lipidomic approach revealed that short-term treatment of hepatic cells with lorlatinib promotes the accumulation of numerous molecular species of cholesteryl esters and triglycerides. Silibinin treatment significantly protected the steady-state lipidome of hepatocytes against the hyperlipidemic actions of lorlatinib. Lipid staining confirmed the ability of lorlatinib to promote neutral lipid overload in hepatocytes upon long-term exposure, which was prevented by co-treatment with silibinin. Computational analyses and cell-free biochemical assays predicted a weak to moderate inhibitory activity of clinically relevant concentrations of silibinin against CYP3A4 when compared with recommended (rosuvastatin) and non-recommended (simvastatin) statins for lorlatinib-associated dyslipidemia. The elevated plasma cholesterol and triglyceride levels in lorlatinib-treated lung cancer patients might involve primary alterations in the hepatic accumulation of lipid intermediates. Silibinin could be clinically explored to reduce the undesirable hyperlipidemic activity of lorlatinib in lung cancer patients.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Aminopiridinas/farmacología , Aminopiridinas/uso terapéutico , Quinasa de Linfoma Anaplásico , Carcinoma de Pulmón de Células no Pequeñas/patología , Citocromo P-450 CYP3A , Hepatocitos , Humanos , Lactamas , Lactamas Macrocíclicas/farmacología , Lípidos/uso terapéutico , Neoplasias Pulmonares/patología , Inhibidores de Proteínas Quinasas/uso terapéutico , Pirazoles , Silibina , Espectrometría de Masas en Tándem , Triglicéridos/uso terapéutico
5.
Int J Mol Sci ; 23(14)2022 Jul 15.
Artículo en Inglés | MEDLINE | ID: mdl-35887177

RESUMEN

The surgically induced remission of liver disease represents a model to investigate the signalling processes that trigger the development of nonalcoholic steatohepatitis with the aim of identifying novel therapeutic targets. We recruited patients with severe obesity with or without nonalcoholic steatohepatitis and obtained liver and plasma samples before and after laparoscopic sleeve gastrectomy for immunoblotting, immunocytochemical, metabolomic, transcriptomic and epigenetic analyses. Functional studies were performed in HepG2 cells and primary hepatocytes. Surgery was associated with a decrease in the inflammatory response and revealed the role of mitogen-activated protein kinases. Nonalcoholic steatohepatitis was associated with an increased glutaminolysis-induced production of α-ketoglutarate and the hyperactivation of mammalian target of rapamycin complex 1. These changes were crucial for adenosine monophosphate-activated protein kinase/mammalian target of rapamycin-driven pathways that modulated hepatocyte survival by coordinating apoptosis and autophagy and affected methylation-related epigenomic remodelling enzymes. Hepatic transcriptome signatures and differentially methylated genomic regions distinguished patients with and without steatohepatitis. Our results suggest that the increased glutaminolysis-induced α-ketoglutarate production and the mammalian target of rapamycin complex 1 dysregulation play a crucial role in the inefficient adaptive responses leading to steatohepatitis in obesity.


Asunto(s)
Laparoscopía , Enfermedad del Hígado Graso no Alcohólico , Obesidad Mórbida , Gastrectomía/métodos , Humanos , Ácidos Cetoglutáricos , Enfermedad del Hígado Graso no Alcohólico/complicaciones , Enfermedad del Hígado Graso no Alcohólico/genética , Obesidad Mórbida/cirugía , Serina-Treonina Quinasas TOR
6.
J Hepatol ; 2021 May 04.
Artículo en Inglés | MEDLINE | ID: mdl-33961941

RESUMEN

BACKGROUND & AIMS: A holistic insight on the relationship between obesity and metabolic dysfunction-associated fatty liver disease is an unmet clinical need. Omics investigations can be used to investigate the multifaceted role of altered mitochondrial pathways to promote nonalcoholic steatohepatitis, a major risk factor for liver disease-associated death. There are no specific treatments but remission via surgery might offer an opportunity to examine the signaling processes that govern the complex spectrum of chronic liver diseases observed in extreme obesity. We aim to assess the emerging relationship between metabolism, methylation and liver disease. METHODS: We tailed the flow of information, before and after steatohepatitis remission, from biochemical, histological, and multi-omics analyses in liver biopsies from patients with extreme obesity and successful bariatric surgery. Functional studies were performed in HepG2 cells and primary hepatocytes. RESULTS: The reversal of hepatic mitochondrial dysfunction and the control of oxidative stress and inflammatory responses revealed the regulatory role of mitogen-activated protein kinases. The reversible metabolic rearrangements leading to steatohepatitis increased the glutaminolysis-induced production of α-ketoglutarate and the hyperactivation of mammalian target of rapamycin complex 1. These changes were crucial for the adenosine monophosphate-activated protein kinase/mammalian target of rapamycin-driven pathways that modulated hepatocyte survival by coordinating apoptosis and autophagy. The signaling activity of α-ketoglutarate and the associated metabolites also affected methylation-related epigenomic remodeling enzymes. Integrative analysis of hepatic transcriptome signatures and differentially methylated genomic regions distinguished patients with and without steatohepatitis. CONCLUSION: We provide evidence supporting the multifaceted potential of the increased glutaminolysis-induced α-ketoglutarate production and the mammalian target of rapamycin complex 1 dysregulation as a conceivable source of the inefficient adaptive responses leading to steatohepatitis. LAY SUMMARY: Steatohepatitis is a frequent and threatening complication of extreme obesity without specific treatment. Omics technologies can be used to identify therapeutic targets. We highlight increased glutaminolysis-induced α-ketoglutarate production as a potential source of signals promoting and exacerbating steatohepatitis.

7.
Nucleic Acids Res ; 47(8): 4240-4254, 2019 05 07.
Artículo en Inglés | MEDLINE | ID: mdl-30809670

RESUMEN

Enzymes of intermediary metabolism are often reported to have moonlighting functions as RNA-binding proteins and have regulatory roles beyond their primary activities. Human serine hydroxymethyltransferase (SHMT) is essential for the one-carbon metabolism, which sustains growth and proliferation in normal and tumour cells. Here, we characterize the RNA-binding function of cytosolic SHMT (SHMT1) in vitro and using cancer cell models. We show that SHMT1 controls the expression of its mitochondrial counterpart (SHMT2) by binding to the 5'untranslated region of the SHMT2 transcript (UTR2). Importantly, binding to RNA is modulated by metabolites in vitro and the formation of the SHMT1-UTR2 complex inhibits the serine cleavage activity of the SHMT1, without affecting the reverse reaction. Transfection of UTR2 in cancer cells controls SHMT1 activity and reduces cell viability. We propose a novel mechanism of SHMT regulation, which interconnects RNA and metabolites levels to control the cross-talk between cytosolic and mitochondrial compartments of serine metabolism.


Asunto(s)
Citosol/enzimología , Glicina Hidroximetiltransferasa/genética , Mitocondrias/enzimología , Proteínas de Unión al ARN/genética , Serina/metabolismo , Regiones no Traducidas 5' , Compartimento Celular/genética , Línea Celular Tumoral , Proliferación Celular , Fibroblastos/citología , Fibroblastos/enzimología , Regulación de la Expresión Génica , Glicina Hidroximetiltransferasa/metabolismo , Humanos , Linfocitos/citología , Linfocitos/enzimología , Mitocondrias/genética , Unión Proteica , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo , Proteínas de Unión al ARN/metabolismo
8.
Cytokine ; 126: 154923, 2020 02.
Artículo en Inglés | MEDLINE | ID: mdl-31739217

RESUMEN

Chemokines, particularly chemokine (C-C- motif) ligand 2 (CCL2), control leukocyte migration into the wall of the artery and regulate the traffic of inflammatory cells. CCL2 is bound to functional receptors (CCR2), but also to atypical chemokine receptors (ACKRs), which do not induce cell migration but can modify chemokine gradients. Whether atherosclerosis alters CCL2 function by influencing the expression of these receptors remains unknown. In a necropsy study, we used immunohistochemistry to explore where and to what extent CCL2 and related receptors are present in diseased arteries that caused the death of men with coronary artery disease compared with unaffected arteries. CCL2 was marginally detected in normal arteries but was more frequently found in the intima. The expression of CCL2 and related receptors was significantly increased in diseased arteries with relative differences among the artery layers. The highest relative increases were those of CCL2 and ACKR1. CCL2 expression was associated with a significant predictive value of atherosclerosis. Findings suggest the need for further insight into receptor specificity or activity and the interplay among chemokines. CCL2-associated conventional and atypical receptors are overexpressed in atherosclerotic arteries, and these may suggest new potential therapeutic targets to locally modify the overall anti-inflammatory response.


Asunto(s)
Aterosclerosis/patología , Quimiocina CCL2/metabolismo , Enfermedad de la Arteria Coronaria/patología , Sistema del Grupo Sanguíneo Duffy/metabolismo , Receptores CCR2/metabolismo , Receptores de Superficie Celular/metabolismo , Adulto , Anciano , Humanos , Inflamación/patología , Masculino , Persona de Mediana Edad , Pronóstico , Receptores de Quimiocina/metabolismo
9.
PLoS Comput Biol ; 15(4): e1006592, 2019 04.
Artículo en Inglés | MEDLINE | ID: mdl-31039148

RESUMEN

The inherent capacity of somatic cells to switch their phenotypic status in response to damage stimuli in vivo might have a pivotal role in ageing and cancer. However, how the entry-exit mechanisms of phenotype reprogramming are established remains poorly understood. In an attempt to elucidate such mechanisms, we herein introduce a stochastic model of combined epigenetic regulation (ER)-gene regulatory network (GRN) to study the plastic phenotypic behaviours driven by ER heterogeneity. To deal with such complex system, we additionally formulate a multiscale asymptotic method for stochastic model reduction, from which we derive an efficient hybrid simulation scheme. Our analysis of the coupled system reveals a regime of tristability in which pluripotent stem-like and differentiated steady-states coexist with a third indecisive state, with ER driving transitions between these states. Crucially, ER heterogeneity of differentiation genes is for the most part responsible for conferring abnormal robustness to pluripotent stem-like states. We formulate epigenetic heterogeneity-based strategies capable of unlocking and facilitating the transit from differentiation-refractory (stem-like) to differentiation-primed epistates. The application of the hybrid numerical method validates the likelihood of such switching involving solely kinetic changes in epigenetic factors. Our results suggest that epigenetic heterogeneity regulates the mechanisms and kinetics of phenotypic robustness of cell fate reprogramming. The occurrence of tunable switches capable of modifying the nature of cell fate reprogramming might pave the way for new therapeutic strategies to regulate reparative reprogramming in ageing and cancer.


Asunto(s)
Reprogramación Celular/fisiología , Epigénesis Genética/fisiología , Redes Reguladoras de Genes/fisiología , Modelos Biológicos , Envejecimiento/fisiología , Biología Computacional/métodos , Humanos , Neoplasias/fisiopatología , Fenotipo
10.
Int J Mol Sci ; 21(20)2020 Oct 19.
Artículo en Inglés | MEDLINE | ID: mdl-33086721

RESUMEN

Sustained HER2/HER3 signaling due to the overproduction of the HER3 ligand heregulin (HRG) is proposed as a key contributor to endocrine resistance in estrogen receptor-positive (ER+) breast cancer. The molecular mechanisms linking HER2 transactivation by HRG-bound HER3 to the acquisition of a hormone-independent phenotype in ER+ breast cancer is, however, largely unknown. Here, we explored the possibility that autocrine HRG signaling drives cytokine-related endocrine resistance in ER+ breast cancer cells. We used human cytokine antibody arrays to semi-quantitatively measure the expression level of 60 cytokines and growth factors in the extracellular milieu of MCF-7 cells engineered to overexpress full-length HRGß2 (MCF-7/HRG cells). Interleukin-8 (IL-8), a chemokine closely linked to ER inaction, emerged as one the most differentially expressed cytokines. Cytokine profiling using structural deletion mutants lacking both the N-terminus and the cytoplasmic-transmembrane region of HRGß2-which is not secreted and cannot transactivate HER2-or lacking a nuclear localization signal at the N-terminus-which cannot localize at the nucleus but is actively secreted and transactivates HER2-revealed that the HRG-driven activation of IL-8 expression in ER+ cells required HRG secretion and transactivation of HER2 but not HRG nuclear localization. The functional blockade of IL-8 with a specific antibody inversely regulated ERα-driven transcriptional activation in endocrine-sensitive MCF-7 cells and endocrine-resistant MCF-7/HRG cells. Overall, these findings suggest that IL-8 participates in the HRG-driven endocrine resistance program in ER+/HER2- breast cancer and might illuminate a potential clinical setting for IL8- or CXCR1/2-neutralizing antibodies.


Asunto(s)
Neoplasias de la Mama/metabolismo , Sistema Endocrino/metabolismo , Interleucina-8/metabolismo , Neurregulina-1/metabolismo , Receptores de Estrógenos/metabolismo , Comunicación Autocrina , Neoplasias de la Mama/patología , Quimiocinas/metabolismo , Femenino , Humanos , Células MCF-7 , Modelos Biológicos , Receptor ErbB-2/metabolismo , Transcripción Genética , Regulación hacia Arriba
11.
Int J Mol Sci ; 21(20)2020 Oct 16.
Artículo en Inglés | MEDLINE | ID: mdl-33081219

RESUMEN

HER2 transactivation by the HER3 ligand heregulin (HRG) promotes an endocrine-resistant phenotype in the estrogen receptor-positive (ER+) luminal-B subtype of breast cancer. The underlying biological mechanisms that link them are, however, incompletely understood. Here, we evaluated the putative role of the lipogenic enzyme fatty acid synthase (FASN) as a major cause of HRG-driven endocrine resistance in ER+/HER2-negative breast cancer cells. MCF-7 cells engineered to stably overexpress HRG (MCF-7/HRG), an in vitro model of tamoxifen/fulvestrant-resistant luminal B-like breast cancer, showed a pronounced up-regulation of FASN gene/FASN protein expression. Autocrine HRG up-regulated FASN expression via HER2 transactivation and downstream activation of PI-3K/AKT and MAPK-ERK1/2 signaling pathways. The HRG-driven FASN-overexpressing phenotype was fully prevented in MCF-7 cells expressing a structural deletion mutant of HRG that is sequestered in a cellular compartment and lacks the ability to promote endocrine-resistance in an autocrine manner. Pharmacological inhibition of FASN activity blocked the estradiol-independent and tamoxifen/fulvestrant-refractory ability of MCF-7/HRG cells to anchorage-independently grow in soft-agar. In vivo treatment with a FASN inhibitor restored the anti-tumor activity of tamoxifen and fulvestrant against fast-growing, hormone-resistant MCF-7/HRG xenograft tumors in mice. Overall, these findings implicate FASN as a key enabler for endocrine resistance in HRG+/HER2- breast cancer and highlight the therapeutic potential of FASN inhibitors for the treatment of endocrine therapy-resistant luminal-B breast cancer.


Asunto(s)
Neoplasias de la Mama/metabolismo , Resistencia a Antineoplásicos , Acido Graso Sintasa Tipo I/metabolismo , Proteínas/metabolismo , Animales , Antineoplásicos Hormonales/uso terapéutico , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/genética , Acido Graso Sintasa Tipo I/genética , Femenino , Fulvestrant/uso terapéutico , Humanos , Sistema de Señalización de MAP Quinasas , Células MCF-7 , Ratones , Ratones Desnudos , Fosfatidilinositol 3-Quinasas/metabolismo , Proteínas/genética , Proteínas Proto-Oncogénicas c-akt/metabolismo , Receptor ErbB-2/genética , Tamoxifeno/uso terapéutico
12.
Carcinogenesis ; 40(1): 27-40, 2019 03 12.
Artículo en Inglés | MEDLINE | ID: mdl-30428017

RESUMEN

Mutations in the isocitrate dehydrogenase 1 (IDH1) gene confer an oncogenic gain-of-function activity that allows the conversion of α-ketoglutarate (α-KG) to the oncometabolite R-2-hydroxyglutarate (2HG). The accumulation of 2HG inhibits α-KG-dependent histone and DNA demethylases, thereby generating genome-wide hypermethylation phenotypes with cancer-initiating properties. Several chemotypes of mutant IDH1/2-targeted inhibitors have been reported, and some of them are under evaluation in clinical trials. However, the recognition of acquired resistance to such inhibitors within a few years of clinical use raises an urgent need to discover new mutant IDH1 antagonists. Here, we report that a naturally occurring phenolic compound in extra-virgin olive oil (EVOO) selectively inhibits the production of 2HG by neomorphic IDH1 mutations. In silico docking, molecular dynamics, including steered simulations, predicted the ability of the oleoside decarboxymethyl oleuropein aglycone (DOA) to preferentially occupy the allosteric pocket of mutant IDH1. DOA inhibited the enzymatic activity of recombinant mutant IDH1 (R132H) protein in the low micromolar range, whereas >10-fold higher concentrations were required to inhibit the activity of wild-type (WT) IDH1. DOA suppressed 2HG overproduction in engineered human cells expressing a heterozygous IDH1-R132H mutation. DOA restored the 2HG-suppressed activity of histone demethylases as it fully reversed the hypermethylation of H3K9me3 in IDH1-mutant cells. DOA epigenetically restored the expression of PD-L1, an immunosuppressive gene silenced in IDH1 mutant cells via 2HG-driven DNA hypermethylation. DOA selectively blocked colony formation of IDH1 mutant cells while sparing WT IDH1 isogenic counterparts. In sum, the EVOO-derived oleoside DOA is a new, naturally occurring chemotype of mutant IDH1 inhibitors.


Asunto(s)
Acetatos/farmacología , Isocitrato Deshidrogenasa/antagonistas & inhibidores , Mutación , Piranos/farmacología , Acetatos/metabolismo , Antígeno B7-H1/antagonistas & inhibidores , Antígeno B7-H1/genética , Monoterpenos Ciclopentánicos , Metilación de ADN , Epigénesis Genética , Glutaratos/metabolismo , Isocitrato Deshidrogenasa/genética , Aceite de Oliva , Piranos/metabolismo
13.
Anticancer Drugs ; 30(10): 1067-1070, 2019 11.
Artículo en Inglés | MEDLINE | ID: mdl-31567311

RESUMEN

Immune checkpoint inhibitors (ICIs) represent a new standard of care for patients with advanced nonsmall cell lung cancer, improving overall survival compared with standard chemotherapy. However, a new pattern of response to ICIs characterized by accelerated tumor growth has been recently described, termed hyperprogressive disease (HPD). We report the case of a 73-year-old patient with advanced lung adenocarcinoma who developed HPD following treatment with a unique dose of atezolizumab for a skin metastasis that was refractory to chemotherapy and radiotherapy. Potential clinical biomarkers related to HPD to ICIs are reviewed.


Asunto(s)
Adenocarcinoma del Pulmón/tratamiento farmacológico , Antineoplásicos Inmunológicos/efectos adversos , Inmunoterapia/efectos adversos , Neoplasias Pulmonares/tratamiento farmacológico , Neoplasias Cutáneas/radioterapia , Adenocarcinoma del Pulmón/patología , Anciano , Anticuerpos Monoclonales Humanizados/efectos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Humanos , Neoplasias Pulmonares/patología , Masculino , Hombro/patología , Neoplasias Cutáneas/tratamiento farmacológico , Neoplasias Cutáneas/secundario
14.
PLoS Comput Biol ; 14(3): e1006052, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-29543808

RESUMEN

Understanding the control of epigenetic regulation is key to explain and modify the aging process. Because histone-modifying enzymes are sensitive to shifts in availability of cofactors (e.g. metabolites), cellular epigenetic states may be tied to changing conditions associated with cofactor variability. The aim of this study is to analyse the relationships between cofactor fluctuations, epigenetic landscapes, and cell state transitions. Using Approximate Bayesian Computation, we generate an ensemble of epigenetic regulation (ER) systems whose heterogeneity reflects variability in cofactor pools used by histone modifiers. The heterogeneity of epigenetic metabolites, which operates as regulator of the kinetic parameters promoting/preventing histone modifications, stochastically drives phenotypic variability. The ensemble of ER configurations reveals the occurrence of distinct epi-states within the ensemble. Whereas resilient states maintain large epigenetic barriers refractory to reprogramming cellular identity, plastic states lower these barriers, and increase the sensitivity to reprogramming. Moreover, fine-tuning of cofactor levels redirects plastic epigenetic states to re-enter epigenetic resilience, and vice versa. Our ensemble model agrees with a model of metabolism-responsive loss of epigenetic resilience as a cellular aging mechanism. Our findings support the notion that cellular aging, and its reversal, might result from stochastic translation of metabolic inputs into resilient/plastic cell states via ER systems.


Asunto(s)
Senescencia Celular/fisiología , Biología Computacional/métodos , Predicción/métodos , Envejecimiento/fisiología , Animales , Teorema de Bayes , Diferenciación Celular/fisiología , Reprogramación Celular/fisiología , Cromatina/fisiología , Simulación por Computador , Metilación de ADN/fisiología , Epigénesis Genética/genética , Epigénesis Genética/fisiología , Código de Histonas/fisiología , Histonas/genética , Humanos , Cinética
15.
Int J Mol Sci ; 20(7)2019 Mar 31.
Artículo en Inglés | MEDLINE | ID: mdl-30935093

RESUMEN

An ever-growing number of preclinical studies have investigated the tumoricidal activity of the milk thistle flavonolignan silibinin. The clinical value of silibinin as a bona fide anti-cancer therapy, however, remains uncertain with respect to its bioavailability and blood⁻brain barrier (BBB) permeability. To shed some light on the absorption and bioavailability of silibinin, we utilized the Caco-2 cell monolayer model of human intestinal absorption to evaluate the permeation properties of three different formulations of silibinin: silibinin-meglumine, a water-soluble form of silibinin complexed with the amino-sugar meglumine; silibinin-phosphatidylcholine, the phytolipid delivery system Siliphos; and Eurosil85/Euromed, a milk thistle extract that is the active component of the nutraceutical Legasil with enhanced bioavailability. Our approach predicted differential mechanisms of transport and blood⁻brain barrier permeabilities between the silibinin formulations tested. Our assessment might provide valuable information about an idoneous silibinin formulation capable of reaching target cancer tissues and accounting for the observed clinical effects of silibinin, including a recently reported meaningful central nervous system activity against brain metastases.


Asunto(s)
Silibina/metabolismo , Barrera Hematorretinal/efectos de los fármacos , Células CACO-2 , Humanos , Absorción Intestinal/efectos de los fármacos , Silybum marianum/química , Extractos Vegetales/farmacología
16.
Carcinogenesis ; 39(4): 601-613, 2018 04 05.
Artículo en Inglés | MEDLINE | ID: mdl-29452350

RESUMEN

Targeting tumor-initiating, drug-resistant populations of cancer stem cells (CSC) with phytochemicals is a novel paradigm for cancer prevention and treatment. We herein employed a phenotypic drug discovery approach coupled to mechanism-of-action profiling and target deconvolution to identify phenolic components of extra virgin olive oil (EVOO) capable of suppressing the functional traits of CSC in breast cancer (BC). In vitro screening revealed that the secoiridoid decarboxymethyl oleuropein aglycone (DOA) could selectively target subpopulations of epithelial-like, aldehyde dehydrogenase (ALDH)-positive and mesenchymal-like, CD44+CD24-/low CSC. DOA could potently block the formation of multicellular tumorspheres generated from single-founder stem-like cells in a panel of genetically diverse BC models. Pretreatment of BC populations with noncytotoxic doses of DOA dramatically reduced subsequent tumor-forming capacity in vivo. Mice orthotopically injected with CSC-enriched BC-cell populations pretreated with DOA remained tumor-free for several months. Phenotype microarray-based screening pointed to a synergistic interaction of DOA with the mTOR inhibitor rapamycin and the DNA methyltransferase (DNMT) inhibitor 5-azacytidine. In silico computational studies indicated that DOA binds and inhibits the ATP-binding kinase domain site of mTOR and the S-adenosyl-l-methionine (SAM) cofactor-binding pocket of DNMTs. FRET-based Z-LYTE™ and AlphaScreen-based in vitro assays confirmed the ability of DOA to function as an ATP-competitive mTOR inhibitor and to block the SAM-dependent methylation activity of DNMTs. Our systematic in vitro, in vivo and in silico approaches establish the phenol-conjugated oleoside DOA as a dual mTOR/DNMT inhibitor naturally occurring in EVOO that functionally suppresses CSC-like states responsible for maintaining tumor-initiating cell properties within BC populations.


Asunto(s)
Acetatos/farmacología , Neoplasias de la Mama/patología , Células Madre Neoplásicas/efectos de los fármacos , Aceite de Oliva/química , Extractos Vegetales/farmacología , Piranos/farmacología , Animales , Monoterpenos Ciclopentánicos , Metilasas de Modificación del ADN/efectos de los fármacos , Femenino , Humanos , Ratones , Serina-Treonina Quinasas TOR/efectos de los fármacos , Ensayos Antitumor por Modelo de Xenoinjerto
17.
J Vasc Surg ; 68(4): 1135-1142.e6, 2018 10.
Artículo en Inglés | MEDLINE | ID: mdl-29615349

RESUMEN

BACKGROUND: The prevalence of lower extremity artery disease (LEAD) is high (20%-25%) in the population older than 65 years, but patients are seldom identified until the disease is advanced. Circulating markers of disease activity might provide patients with a key opportunity for timely treatment. We tested the hypothesis that measuring blood-specific fragments generated during degradation of the extracellular matrix (ECM) could provide further insight into the pathophysiologic mechanism of arterial remodeling. METHODS: The protein profile of diseased arteries from patients undergoing infrainguinal limb revascularization was assessed by a liquid chromatography and tandem mass spectrometry, nontargeted proteomic approach. The information retrieved was the basis for measurement of neoepitope fragments of ECM proteins in the blood of 195 consecutive patients with LEAD by specific enzyme-linked immunosorbent assays. RESULTS: Histologic and proteomic analyses confirmed the structural disorganization of affected arteries. Fourteen of 81 proteins were identified as differentially expressed in diseased arteries with respect to healthy tissues. Most of them were related to ECM components, and the difference in expression was used in multivariate analyses to establish that severe arterial lesions in LEAD patients have a specific proteome. Analysis of neoepitope fragments in blood revealed that fragments of versican and collagen type IV, alone or in combination, segregated patients with mild to moderate symptoms (intermittent claudication, Fontaine I-II) from those with severe LEAD (critical limb ischemia, Fontaine III-IV). CONCLUSIONS: We propose noninvasive candidate biomarkers with the ability to be clinically useful across the LEAD spectrum.


Asunto(s)
Proteínas de la Matriz Extracelular/sangre , Matriz Extracelular/química , Arteria Femoral/química , Claudicación Intermitente/sangre , Isquemia/sangre , Extremidad Inferior/irrigación sanguínea , Fragmentos de Péptidos/sangre , Enfermedad Arterial Periférica/sangre , Anciano , Biomarcadores/sangre , Estudios de Casos y Controles , Cromatografía Liquida , Colágeno Tipo IV/sangre , Enfermedad Crítica , Ensayo de Inmunoadsorción Enzimática , Matriz Extracelular/patología , Femenino , Arteria Femoral/patología , Humanos , Claudicación Intermitente/diagnóstico , Isquemia/diagnóstico , Masculino , Persona de Mediana Edad , Enfermedad Arterial Periférica/diagnóstico , Valor Predictivo de las Pruebas , Pronóstico , Proteómica/métodos , Espectrometría de Masas en Tándem , Versicanos/sangre
18.
Arch Biochem Biophys ; 653: 71-79, 2018 09 01.
Artículo en Inglés | MEDLINE | ID: mdl-29991441

RESUMEN

Serine hydroxymethyltransferase (SHMT) is a pivotal enzyme in one-carbon metabolism that catalyses the reversible conversion of serine and tetrahydrofolate into glycine and methylenetetrahydrofolate. It exists in cytosolic (SHMT1) and mitochondrial (SHMT2) isoforms. Research on one-carbon metabolism in cancer cell lines has shown that SHMT1 preferentially catalyses serine synthesis, whereas in mitochondria SHMT2 is involved in serine breakdown. Recent research has focused on the identification of inhibitors that bind at the folate pocket. We have previously found that a representative derivative of the pyrazolopyran scaffold, namely 2.12, inhibits both SHMT isoforms, with a preference for SHMT1, causing apoptosis in lung cancer cell lines. Here we show that the affinity of 2.12 for SHMT depends on the identity of the amino acid substrate bound to the enzyme. The dissociation constant of 2.12 is 50-fold lower when it binds to SHMT1 enzyme-serine complex, as compared to the enzyme-glycine complex. Evidence is presented for a similar behaviour of compound 2.12 in the cellular environment. These findings suggest that the presence and identity of the amino acid substrate should be considered when designing SHMT inhibitors. Moreover, our data provide the proof-of-concept that SHMT inhibitors selectively targeting the directionality of one-carbon metabolism flux could be designed.


Asunto(s)
Inhibidores Enzimáticos/farmacología , Glicina Hidroximetiltransferasa/antagonistas & inhibidores , Glicina Hidroximetiltransferasa/química , Glicina/química , Piranos/farmacología , Pirazoles/farmacología , Serina/química , Apoptosis/efectos de los fármacos , Línea Celular Tumoral , Inhibidores Enzimáticos/metabolismo , Humanos , Enlace de Hidrógeno , Neoplasias Pulmonares/patología , Piranos/química , Pirazoles/química , Espectrometría de Fluorescencia , Especificidad por Sustrato
19.
Mediators Inflamm ; 2018: 2760272, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30327580

RESUMEN

Peripheral artery disease (PAD) is a common disease affecting 20-25% of population over 60 years old. Early diagnosis is difficult because symptoms only become evident in advanced stages of the disease. Inflammation, impaired metabolism, and mitochondrial dysfunction predispose to PAD, which is normally associated with other highly prevalent and related conditions, such as diabetes, dyslipidemia, and hypertension. We have measured energy-balance-associated metabolite concentrations in the plasma of PAD patients segregated by the severity of the disease and in plasma of healthy volunteers using a quantitative and targeted metabolomic approach. We found relevant associations between several metabolites (3-hydroxybutirate, aconitate, (iso)citrate, glutamate, and serine) with markers of oxidative stress and inflammation. Metabolomic profiling also revealed that (iso)citrate and glutamate are metabolites with high ability to discriminate between healthy participants and PAD patients without symptoms. Collectively, our data suggest that metabolomics provide significant information on the pathogenesis of PAD and useful biomarkers for the diagnosis and assessment of progression.


Asunto(s)
Enfermedad Arterial Periférica/sangre , Arildialquilfosfatasa/metabolismo , Biomarcadores/sangre , Quimiocina CCL2/metabolismo , Estudios Transversales , Metabolismo Energético/fisiología , Humanos , Metabolómica , Estrés Oxidativo , Enfermedad Arterial Periférica/diagnóstico , Enfermedad Arterial Periférica/metabolismo
20.
Int J Mol Sci ; 18(11)2017 Oct 28.
Artículo en Inglés | MEDLINE | ID: mdl-29143783

RESUMEN

Prevention of the metabolic consequences of a chronic energy-dense/high-fat diet (HFD) represents a public health priority. Metformin is a strong candidate to be incorporated in alternative therapeutic approaches. We used a targeted metabolomic approach to assess changes related to the multi-faceted metabolic disturbances provoked by HFD. We evaluated the protective effects of metformin and explored how pro-inflammatory and metabolic changes respond when mice rendered obese, glucose-intolerant and hyperlipidemic were switched to diet reversal with or without metformin. Mice treated with metformin and diet-reversal showed a dramatically improved protection against HFD-induced hepatic steatosis, a beneficial effect that was accompanied by a lowering of liver-infiltrating pro-inflammatory macrophages and lower release of pro-inflammatory cytokines. Metformin combined with diet reversal promoted effective weight loss along with better glucose control, lowered levels of circulating cholesterol and triglycerides, and reduced adipose tissue content. Our findings underscored the ability of metformin to target the contribution of branched chain amino acids to adipose tissue metabolism while suppressing mitochondrial-dependent biosynthesis in hepatic tissue. The relationship between adipose tissue and liver might provide clinical potential for combining metformin and dietary modifications to protect against the metabolic damage occurring upon excessive dietary fat intake.


Asunto(s)
Dieta , Metabolismo Energético/efectos de los fármacos , Metformina/farmacología , Tejido Adiposo/efectos de los fármacos , Tejido Adiposo/metabolismo , Animales , Glucemia , Glucosa/metabolismo , Homeostasis , Hiperlipidemias/sangre , Hiperlipidemias/metabolismo , Hígado/efectos de los fármacos , Hígado/metabolismo , Masculino , Metaboloma , Metabolómica , Ratones , Ratones Noqueados
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