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1.
Comput Biol Med ; 170: 108052, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38308868

RESUMO

The imbalance of epigenetic regulatory mechanisms such as DNA methylation, which can promote aberrant gene expression profiles without affecting the DNA sequence, may cause the deregulation of signaling, regulatory, and metabolic processes, contributing to a cancerous phenotype. Since some metabolites are substrates and cofactors of epigenetic regulators, their availability can be affected by characteristic cancer cell metabolic shifts, feeding cancer onset and progression through epigenetic deregulation. Hence, there is a need to study the influence of cancer metabolic reprogramming in DNA methylation to design new effective treatments. In this study, a generic Genome-Scale Metabolic Model (GSMM) of a human cell, integrating DNA methylation or demethylation reactions, was obtained and used for the reconstruction of Genome-Scale Metabolic Models enhanced with Enzymatic Constraints using Kinetic and Omics data (GECKOs) of 31 cancer cell lines. Furthermore, cell-line-specific DNA methylation levels were included in the models, as coefficients of a DNA composition pseudo-reaction, to depict the influence of metabolism over global DNA methylation in each of the cancer cell lines. Flux simulations demonstrated the ability of these models to provide simulated fluxes of exchange reactions similar to the equivalent experimentally measured uptake/secretion rates and to make good functional predictions. In addition, simulations found metabolic pathways, reactions and enzymes directly or inversely associated with the gene promoter methylation. Two potential candidates for targeted cancer epigenetic therapy were identified.


Assuntos
Metilação de DNA , Neoplasias , Humanos , Metilação de DNA/genética , Epigênese Genética , Linhagem Celular , Neoplasias/genética , Genoma
2.
Bioact Mater ; 34: 311-325, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38274293

RESUMO

More effective approaches are needed in the treatment of blood cancers, in particular acute myeloid leukemia (AML), that are able to eliminate resistant leukemia stem cells (LSCs) at the bone marrow (BM), after a chemotherapy session, and then enhance hematopoietic stem cell (HSC) engraftment for the re-establishment of the HSC compartment. Here, we investigate whether light-activatable nanoparticles (NPs) encapsulating all-trans-retinoic acid (RA+NPs) could solve both problems. Our in vitro results show that mouse AML cells transfected with RA+NPs differentiate towards antitumoral M1 macrophages through RIG.1 and OASL gene expression. Our in vivo results further show that mouse AML cells transfected with RA+NPs home at the BM after transplantation in an AML mouse model. The photo-disassembly of the NPs within the grafted cells by a blue laser enables their differentiation towards a macrophage lineage. This macrophage activation seems to have systemic anti-leukemic effect within the BM, with a significant reduction of leukemic cells in all BM compartments, of animals treated with RA+NPs, when compared with animals treated with empty NPs. In a separate group of experiments, we show for the first time that normal HSCs transfected with RA+NPs show superior engraftment at the BM niche than cells without treatment or treated with empty NPs. This is the first time that the activity of RA is tested in terms of long-term hematopoietic reconstitution after transplant using an in situ activation approach without any exogenous priming or genetic conditioning of the transplanted cells. Overall, the approach documented here has the potential to improve consolidation therapy in AML since it allows a dual intervention in the BM niche: to tackle resistant leukemia and improve HSC engraftment at the same time.

4.
Aging (Albany NY) ; 13(18): 21991-22029, 2021 09 21.
Artigo em Inglês | MEDLINE | ID: mdl-34547721

RESUMO

Colorectal cancer is one of the leading causes of cancer-related deaths worldwide. This complex disease still holds severe problems concerning diagnosis due to the high invasiveness nature of colonoscopy and the low accuracy of the alternative diagnostic methods. Additionally, patient heterogeneity even within the same stage is not properly reflected in the current stratification system. This scenario highlights the need for new biomarkers to improve non-invasive screenings and clinical management of patients. MicroRNAs (miRNAs) have emerged as good candidate biomarkers in cancer as they are stable molecules, easily measurable and detected in body fluids thus allowing for non-invasive diagnosis and/or prognosis. In this study, we performed an integrated analysis first using 4 different datasets (discovery cohorts) to identify miRNAs associated with colorectal cancer development, unveil their role in this disease by identifying putative targets and regulatory networks and investigate their ability to serve as biomarkers. We have identified 26 differentially expressed miRNAs which interact with frequently deregulated genes known to participate in commonly altered pathways in colorectal cancer. Most of these miRNAs have high diagnostic power, and their prognostic potential is evidenced by panels of 5 miRNAs able to predict the outcome of stage II and III colorectal cancer patients. Notably, 8 miRNAs were validated in three additional independent cohorts (validation cohorts) including a plasma cohort thus reinforcing the value of miRNAs as non-invasive biomarkers.


Assuntos
Neoplasias Colorretais/genética , MicroRNAs/genética , Adulto , Idoso , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Neoplasias Colorretais/metabolismo , Feminino , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Masculino , MicroRNAs/metabolismo , Pessoa de Meia-Idade
5.
Front Cell Dev Biol ; 8: 678, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32903827

RESUMO

The mechanical properties of the extracellular environment are interrogated by cells and integrated through mechanotransduction. Many cellular processes depend on actomyosin-dependent contractility, which is influenced by the microenvironment's stiffness. Here, we explored the influence of substrate stiffness on the proteome of proliferating undifferentiated human umbilical cord-matrix mesenchymal stem/stromal cells. The relative abundance of several proteins changed significantly by expanding cells on soft (∼3 kPa) or stiff substrates (GPa). Many such proteins are associated with the regulation of the actin cytoskeleton, a major player of mechanotransduction and cell physiology in response to mechanical cues. Specifically, Cofilin-1 levels were elevated in cells cultured on soft comparing with stiff substrates. Furthermore, Cofilin-1 was de-phosphorylated (active) and present in the nuclei of cells kept on soft substrates, in contrast with phosphorylated (inactive) and widespread distribution in cells on stiff. Soft substrates promoted Cofilin-1-dependent increased RNA transcription and faster RNA polymerase II-mediated transcription elongation. Cofilin-1 is part of a novel mechanism linking mechanotransduction and transcription.

7.
Arch Toxicol ; 94(6): 2061-2078, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32193566

RESUMO

α-Amanitin plays a key role in Amanita phalloides intoxications. The liver is a major target of α-amanitin toxicity, and while RNA polymerase II (RNA Pol II) transcription inhibition is a well-acknowledged mechanism of α-amanitin toxicity, other possible toxicological pathways remain to be elucidated. This study aimed to assess the mechanisms of α-amanitin hepatotoxicity in HepG2 cells. The putative protective effects of postulated antidotes were also tested in this cell model and in permeabilized HeLa cells. α-Amanitin (0.1-20 µM) displayed time- and concentration-dependent cytotoxicity, when evaluated through the 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyl tetrazolium bromide (MTT) reduction and neutral red uptake assays. Additionally, α-amanitin decreased nascent RNA synthesis in a concentration- and time-dependent manner. While α-amanitin did not induce changes in mitochondrial membrane potential, it caused a significant increase in intracellular ATP levels, which was not prevented by incubation with oligomycin, an ATP synthetase inhibitor. Concerning the cell redox status, α-amanitin did not increase reactive species production, but caused a significant increase in total and reduced glutathione, which was abolished by pre-incubation with the inhibitor of gamma-glutamylcysteine synthase, buthionine sulfoximine. None of the tested antidotes [N-acetyl cysteine, silibinin, benzylpenicillin, and polymyxin B (PolB)] conferred any protection against α-amanitin-induced cytotoxicity in HepG2 cells or reversed the inhibition of nascent RNA caused by the toxin in permeabilized HeLa cells. Still, PolB interfered with RNA Pol II activity at high concentrations, though not impacting on α-amanitin observed cytotoxicity. New hepatotoxic mechanisms of α-amanitin were described herein, but the lack of protection observed in clinically used antidotes may reflect the lack of knowledge on their true protection mechanisms and may explain their relatively low clinical efficacy.


Assuntos
Alfa-Amanitina/toxicidade , Antídotos/farmacologia , Hepatócitos/efeitos dos fármacos , Intoxicação Alimentar por Cogumelos/tratamento farmacológico , Trifosfato de Adenosina/metabolismo , Antídotos/toxicidade , Sobrevivência Celular/efeitos dos fármacos , Relação Dose-Resposta a Droga , Glutationa/metabolismo , Células HeLa , Células Hep G2 , Hepatócitos/metabolismo , Hepatócitos/patologia , Humanos , Lisossomos/efeitos dos fármacos , Lisossomos/metabolismo , Lisossomos/patologia , Mitocôndrias Hepáticas/efeitos dos fármacos , Mitocôndrias Hepáticas/metabolismo , Mitocôndrias Hepáticas/patologia , Intoxicação Alimentar por Cogumelos/metabolismo , Intoxicação Alimentar por Cogumelos/patologia , RNA/biossíntese , RNA Polimerase II/metabolismo , Fatores de Tempo
8.
Sci Rep ; 9(1): 9086, 2019 06 24.
Artigo em Inglês | MEDLINE | ID: mdl-31235788

RESUMO

Biophysical cues influence many aspects of cell behavior. Stiffness of the extracellular matrix is probed by cells and transduced into biochemical signals through mechanotransduction protein networks, strongly influencing stem cell behavior. Cellular stemness is intimately related with mechanical properties of the cell, like intracellular contractility and stiffness, which in turn are influenced by the microenvironment. Pluripotency is associated with soft and low-contractility cells. Hence, we postulated that soft cell culture substrates, presumably inducing low cellular contractility and stiffness, increase the reprogramming efficiency of mesenchymal stem/stromal cells (MSCs) into induced pluripotent stem cells (iPSCs). We demonstrate that soft substrates (1.5 or 15 kPa polydimethylsiloxane - PDMS) caused modulation of several cellular features of MSCs into a phenotype closer to pluripotent stem cells (PSCs). MSCs cultured on soft substrates presented more relaxed nuclei, lower maturation of focal adhesions and F-actin assembling, more euchromatic and less heterochromatic nuclear DNA regions, and increased expression of pluripotency-related genes. These changes correlate with the reprogramming of MSCs, with a positive impact on the kinetics, robustness of colony formation and reprogramming efficiency. Additionally, substrate stiffness influences several phenotypic features of iPS cells and colonies, and data indicates that soft substrates favor full iPSC reprogramming.


Assuntos
Reprogramação Celular , Mecanotransdução Celular , Células-Tronco Mesenquimais/citologia , Fenótipo , Citoesqueleto de Actina/metabolismo , Técnicas de Cultura de Células , Módulo de Elasticidade , Humanos
9.
Nat Commun ; 8: 15204, 2017 05 11.
Artigo em Inglês | MEDLINE | ID: mdl-28492285

RESUMO

Leukaemia cells that are resistant to conventional therapies are thought to reside in protective niches. Here, we describe light-inducible polymeric retinoic acid (RA)-containing nanoparticles (NPs) with the capacity to accumulate in the cytoplasm of leukaemia cells for several days and release their RA payloads within a few minutes upon exposure to blue/UV light. Compared to NPs that are not activated by light exposure, these NPs more efficiently reduce the clonogenicity of bone marrow cancer cells from patients with acute myeloid leukaemia (AML) and induce the differentiation of RA-low sensitive leukaemia cells. Importantly, we show that leukaemia cells transfected with light-inducible NPs containing RA can engraft into bone marrow in vivo in the proximity of other leukaemic cells, differentiate upon exposure to blue light and release paracrine factors that modulate nearby cells. The NPs described here offer a promising strategy for controlling distant cell populations and remotely modulating leukaemic niches.


Assuntos
Derivados de Benzeno/química , Leucemia Promielocítica Aguda/terapia , Leucócitos/efeitos da radiação , Fármacos Fotossensibilizantes/química , Tretinoína/farmacologia , Idoso , Idoso de 80 Anos ou mais , Animais , Linhagem Celular Tumoral , Composição de Medicamentos/métodos , Feminino , Formiatos/química , Células Endoteliais da Veia Umbilical Humana/citologia , Células Endoteliais da Veia Umbilical Humana/efeitos dos fármacos , Células Endoteliais da Veia Umbilical Humana/efeitos da radiação , Humanos , Leucemia Promielocítica Aguda/patologia , Leucócitos/efeitos dos fármacos , Leucócitos/patologia , Luz , Masculino , Camundongos , Camundongos Endogâmicos NOD , Nanopartículas/administração & dosagem , Nanopartículas/efeitos da radiação , Polietilenoimina/química , Tretinoína/química , Células U937 , Ensaios Antitumorais Modelo de Xenoenxerto
10.
Nanotechnology ; 22(49): 494002, 2011 Dec 09.
Artigo em Inglês | MEDLINE | ID: mdl-22101232

RESUMO

Nanoparticles (NPs) are very promising for the intracellular delivery of anticancer and immunomodulatory drugs, stem cell differentiation biomolecules and cell activity modulators. Although initial studies in the area of intracellular drug delivery have been performed in the delivery of DNA, there is an increasing interest in the use of other molecules to modulate cell activity. Herein, we review the latest advances in the intracellular-targeted delivery of short interference RNA, proteins and small molecules using NPs. In most cases, the drugs act at different cellular organelles and therefore the drug-containing NPs should be directed to precise locations within the cell. This will lead to the desired magnitude and duration of the drug effects. The spatial control in the intracellular delivery might open new avenues to modulate cell activity while avoiding side-effects.


Assuntos
Sistemas de Liberação de Medicamentos/métodos , Espaço Intracelular/metabolismo , Nanopartículas/química , Preparações Farmacêuticas/administração & dosagem , Proteínas/administração & dosagem , RNA Interferente Pequeno/administração & dosagem , Sequência de Aminoácidos , Animais , Humanos , Dados de Sequência Molecular , Nanopartículas/análise
11.
PLoS One ; 5(4): e10345, 2010 Apr 26.
Artigo em Inglês | MEDLINE | ID: mdl-20436681

RESUMO

BACKGROUND: Hypoxia in cancers results in the upregulation of hypoxia inducible factor 1 (HIF-1) and a microRNA, hsa-miR-210 (miR-210) which is associated with a poor prognosis. METHODS AND FINDINGS: In human cancer cell lines and tumours, we found that miR-210 targets the mitochondrial iron sulfur scaffold protein ISCU, required for assembly of iron-sulfur clusters, cofactors for key enzymes involved in the Krebs cycle, electron transport, and iron metabolism. Down regulation of ISCU was the major cause of induction of reactive oxygen species (ROS) in hypoxia. ISCU suppression reduced mitochondrial complex 1 activity and aconitase activity, caused a shift to glycolysis in normoxia and enhanced cell survival. Cancers with low ISCU had a worse prognosis. CONCLUSIONS: Induction of these major hallmarks of cancer show that a single microRNA, miR-210, mediates a new mechanism of adaptation to hypoxia, by regulating mitochondrial function via iron-sulfur cluster metabolism and free radical generation.


Assuntos
Ciclo do Ácido Cítrico , Radicais Livres/metabolismo , Hipóxia , Proteínas Ferro-Enxofre/metabolismo , MicroRNAs/fisiologia , Mitocôndrias/metabolismo , Neoplasias/metabolismo , Linhagem Celular Tumoral , Complexo I de Transporte de Elétrons/metabolismo , Humanos , Subunidade alfa do Fator 1 Induzível por Hipóxia , Neoplasias/patologia , Prognóstico
12.
Arch Toxicol ; 76(3): 166-72, 2002 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-11967622

RESUMO

The consumption of 3,4-methylenedioxymethamphetamine (MDMA; ecstasy) is known to cause severe hyperthermia and liver damage in humans. The thermogenic response induced by MDMA is complex and partially determined by the prevailing ambient temperature (AT). This is of extreme importance since ecstasy is often consumed at "rave" parties, where dancing takes place in a warm environment, which may exacerbate the effect of MDMA on thermoregulation. In view of the fact that hyperthermia is a well-known pro-oxidant aggressive condition, its potential role in ecstasy-induced hepatocellular toxicity should be further studied. Thus, the present study was performed in order to evaluate the influence of AT on the effects of single administration of MDMA on body temperature and liver toxicity in Charles River mice. Animals were given an acute intraperitoneal dose of MDMA (5, 10 or 20 mg/kg) and placed in AT of 20+/-2 degrees C or 30+/-2 degrees C for 24 h. Body temperature was measured during the study using implanted transponders and a temperature probe reading device. Plasma and liver samples were used for biochemical analysis. Liver sections were also taken for histological examination. The parameters evaluated were (1) plasma levels of transaminases and alkaline phosphatase, (2) hepatic glutathione (GSH), (3) hepatic lipid peroxidation, (4) activity of hepatic antioxidant enzymes (catalase, glutathione peroxidase, glutathione reductase, glutathione- S-transferase, copper/zinc superoxide dismutase and manganese superoxide dismutase), and (5) liver histology. The hyperthermic response elicited by MDMA was clearly dose-related and potentiated by high AT. Administration of MDMA produced some evidence of oxidative stress, expressed as GSH depletion at both ATs studied, as well as by lipid peroxidation and decreased catalase activity at high AT. High AT, by itself, decreased glutathione peroxidase activity. Histological examination of the liver revealed abnormalities of a dose- and AT-dependent nature. These changes included vacuolation of the hepatocytes, presence of blood clots and loss of typical hepatic cord organisation. The results obtained in the present study suggest that oxidative stress plays a part in the first stage of MDMA-induced liver damage and that liver antioxidant status is aggravated by increased AT. Thus, these findings are in accordance with the hypothesis that high AT may potentiate ecstasy-induced hepatotoxicity by increasing body hyperthermia.


Assuntos
Temperatura Corporal/efeitos dos fármacos , Alucinógenos/toxicidade , Fígado/efeitos dos fármacos , N-Metil-3,4-Metilenodioxianfetamina/toxicidade , Estresse Oxidativo/efeitos dos fármacos , Alanina Transaminase/sangue , Fosfatase Alcalina/sangue , Animais , Antioxidantes/metabolismo , Aspartato Aminotransferases/sangue , Relação Dose-Resposta a Droga , Glutationa/metabolismo , Alucinógenos/administração & dosagem , Injeções Intraperitoneais , Peroxidação de Lipídeos/fisiologia , Fígado/enzimologia , Fígado/patologia , Masculino , Camundongos , Camundongos Endogâmicos , N-Metil-3,4-Metilenodioxianfetamina/administração & dosagem , Estresse Oxidativo/fisiologia
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