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1.
Int J Mol Sci ; 24(13)2023 Jun 21.
Artículo en Inglés | MEDLINE | ID: mdl-37445596

RESUMEN

Oleacein (OLE), a rare natural compound found in unfiltered extra virgin olive oil, has been shown to have anti-inflammatory and anti-obesity properties. However, little is known regarding the mechanisms by which OLE influences metabolic processes linked to disease targets, particularly in the context of lipid metabolism. In the present study, we conducted whole-genome DNA microarray analyses in adipocytes differentiated from human adipose-derived stem cells (hASCs) and diabetic hASCs (d-hASCs) to examine the effects of OLE on modulating metabolic pathways. We found that OLE significantly inhibited lipid formation in adipocytes differentiated from both sources. In addition, microarray analysis demonstrated that OLE treatment could significantly downregulate lipid-metabolism-related genes and modulate glucose metabolism in both adipocyte groups. Transcription factor enrichment and protein-protein interaction (PPI) analyses identified potential regulatory gene targets. We also found that OLE treatment enhanced the anti-inflammatory properties in adipocytes. Our study findings suggest that OLE exhibits potential benefits in improving lipid and glucose metabolism, thus holding promise for its application in the management of metabolic disorders.


Asunto(s)
Diabetes Mellitus , Olea , Humanos , Transcriptoma , Adipocitos/metabolismo , Metabolismo de los Lípidos , Aceite de Oliva/farmacología , Diabetes Mellitus/tratamiento farmacológico , Diabetes Mellitus/metabolismo , Células Madre , Glucosa/metabolismo
2.
Artículo en Chino | WPRIM (Pacífico Occidental) | ID: wpr-993094

RESUMEN

Objective:To elucidate the change of whole genome expression profile for the effect of melatonin on radiation-induced intestinal injury in mice.Methods:C57BL/6J male mice were administrated with melatonin at 10 mg/kg body weight by intraperitoneal injection once a day for five consecutive days before abdominal irradiation with 14 Gy of γ-rays. Small intestines were harvested 3 d after radiation. GO annotation and KEGG pathway of the differential genes involved in small intestine were explored by DNA microarray analysis.Results:Compared with the control group, 584 differential genes were up-regulated and 538 differential genes were down-regulated for administration group pre-irradiation. The overlapping differential genes were selected from the irradiated mice and the administrated mice pre-irradiation. There were 324 up-regulated genes and 246 down-regulated genes unique to the administrated mice pre-irradiation. GO annotation analysis of the differential genes indicated that the top 15 significantly enriched biological processes for the administrated mice pre-irradiation mainly included autophagosome assembly (GO: 0000045), autophagosome organization (GO: 1905037) and regulation of acute inflammatory response (GO: 0002673). The genes ATG12, ATG16L2 and AMBRA1 were involved in autophagosome assembly and autophagosome organization. The genes C3, CPN1, CD55, CFP, CNR1, C1QA, C2 and CREB3L3 were involved in the regulation of acute inflammation response. KEGG pathway analysis of the differential genes involved indicated that the top 15 significantly enriched pathways for the administrated mice pre-irradiation mainly included O-glycan biosynthesis (hsa00512), glycosphingolipid biosynthesis (hsa00603), ECM-receptor interaction (hsa04512) and biosynthesis of unsaturated fatty acids (hsa01040). qRT-PCR verification showed that the expressions of ATG12 and ATG16L2 genes involved in autophagy for the administrated mice pre-irradiation increased significantly compared with the irradiated mice ( t=2.40, 4.35, P<0.05). Conclusions:The differential genes related with the biological process of autophagy, acute inflammatory response and the pathway of unsaturated fatty acid biosynthesis might be involved in the effect of melatonin on radiation-induced intestinal injury.

3.
Transbound Emerg Dis ; 69(5): e1659-e1669, 2022 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-35238483

RESUMEN

Staphylococcus aureus is a pathogen that can affect multiple host species. Evidence of transmission between humans and animals and among different animal species has been reported in recent years. In this study, we investigated 284 free-living red deer (Cervus elaphus) in the Central Italian Alps to assess the prevalence and molecular characteristics of S. aureus in nasal and intestinal samples in relation to host features and environmental factors. A prevalence of 90%, 26.2% and 10.7% of S. aureus was detected in nasal rectal swabs and faeces, respectively. Calves had a higher probability of being S. aureus intestinal carriers than adults, especially in females when considering faecal samples. Clonal complex (CC) 425 was the most prevalent lineage (61.5%). This is a lineage known to be widespread in both domestic and free-living animals. It was followed by CC2671 (15.4%) and CC350 (6.4%). A high rate of the phage-borne virulence factor lukM/lukF-P83 was detected in CC425 and CC350. Further lineages, which are known to occur in both humans and animals, were detected sporadically in red deer faeces only, that is, CC7, CC9, CC121 and CC707, harbouring the genes of the penicillinase operon and a gene for macrolide resistance (CC9 and CC121). Methicillin resistance genes mecA and mecC were not found. Our results suggest that free-living red deer may be reservoir for S. aureus in Alpine habitats.


Asunto(s)
Ciervos , Infecciones Estafilocócicas , Animales , Animales Domésticos , Antibacterianos/farmacología , Farmacorresistencia Bacteriana , Femenino , Humanos , Macrólidos , Penicilinasa , Infecciones Estafilocócicas/epidemiología , Infecciones Estafilocócicas/veterinaria , Staphylococcus aureus/genética , Factores de Virulencia/genética
4.
Bioorg Med Chem Lett ; 45: 128161, 2021 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-34062253

RESUMEN

Linderapyrone, a Wnt signal inhibitor was isolated from the methanolic extract of the stems and twigs of Lindera umbellata together with epi-(-)-linderol A. Linderapyrone inhibited TCF/ß-catenin transcriptional activity that was evaluated using cell-based TOPFlash luciferase assay system. To evaluate the structure-activity relationship and mechanism, we synthesized linderapyrone and its derivatives from piperitone. As the results of further bioassay for synthesized compounds, we found both of pyrone and monoterpene moieties were necessary for inhibitory effect. cDNA microarray analysis in a linderapyrone derivative treated human colorectal cancer cells showed that this compound downregulates Wnt signaling pathway. Moreover, we successes to synthesize the derivative of linderapyrone that has stronger inhibitory effect than linderapyrone and ICG-001 (positive control).


Asunto(s)
Lindera/química , Factores de Transcripción TCF/antagonistas & inhibidores , beta Catenina/antagonistas & inhibidores , Relación Dosis-Respuesta a Droga , Humanos , Estructura Molecular , Relación Estructura-Actividad , Factores de Transcripción TCF/metabolismo , Vía de Señalización Wnt/efectos de los fármacos , beta Catenina/metabolismo
5.
Biomedicines ; 10(1)2021 Dec 27.
Artículo en Inglés | MEDLINE | ID: mdl-35052729

RESUMEN

In recent years, perinatal stem cells, such as human amniotic epithelial cells (hAECs), have attracted increasing interest as a novel tool of stem cell-based high-throughput drug screening. In the present study, we investigated the bioactivities of squalene (SQ) derived from ethanol extract (99.5%) of a microalgae Aurantiochytrium Sp. (EEA-SQ) in hAECs using whole-genome DNA microarray analysis. Tissue enrichment analysis showed that the brain was the most significantly enriched tissue by the differentially expressed genes (DEGs) between EEA-SQ-treated and control hAECs. Further gene set enrichment analysis and tissue-specific functional analysis revealed biological functions related to nervous system development, neurogenesis, and neurotransmitter modulation. Several adipose tissue-specific genes and functions were also enriched. Gene-disease association analysis showed nervous system-, metabolic-, and immune-related diseases were enriched. Altogether, our study suggests the potential health benefits of microalgae-derived SQ and we would further encourage investigation in EEA-SQ and its derivatives as potential therapeutics for nervous system- and metabolism-related diseases.

6.
Biomed Pharmacother ; 125: 109917, 2020 May.
Artículo en Inglés | MEDLINE | ID: mdl-32062384

RESUMEN

Stroke is the one of the most common causes of death worldwide. Systematic description and characterization of the types of stroke and the effects induced in the cerebral cortex have not been performed so far. Here, we analyzed the protein and mRNA expression in the cerebral cortex12 h after ischemic injury and repair. Drug intervention using Buchang Naoxintong Jiaonang (BNJ), which has been reported to have good clinical therapeutic effects, was selected for our study of cerebral ischemic repair in rat models. Two powerful techniques can be merged in a single study to examine and yield new perspectives in physiology and pathophysiology. Combining LC-MS/MS and DNA microarray analyses of the rat cerebral cortex confidently identified two large datasets in more than three biological replicates. Quantitative approaches were then used to quantify the differences among the four experimental groups the naive, sham, middle cerebral artery occlusion MCAO and MCAO + BNJ groups by a label-free proteomics approach and a Cy5-labeled microarray approach. In brief, 3217 unique proteins and 24,300 unique gene symbols were confidently identified. Bioinformatics analysis revealed that of these unique proteins and gene symbols, 269 proteins and 632 gene symbols were identified to be differentially expressed. The results of subcellular localization, hierarchical clustering, and pathway enrichment analyses were combined with the results of the injury and repair phase analyses, and twelve proteins and twenty-seven gene symbols were significantly differentially expressed and were identified as potential candidates for cerebral ischemic injury involvement; all the candidates were verified by western blot and quantitative real-time PCR analysis. The primary enriched MAPK signaling pathway may play a key role in the molecular mechanisms related to cerebral ischemic injury. The observations of the present study help to illuminate the regulatory mechanism of cerebral ischemic injury and repair due to BNJ intervention.


Asunto(s)
Isquemia Encefálica/tratamiento farmacológico , Isquemia Encefálica/metabolismo , Corteza Cerebral/metabolismo , Medicamentos Herbarios Chinos/uso terapéutico , Proteómica/métodos , ARN Mensajero/biosíntesis , Animales , Isquemia Encefálica/genética , Corteza Cerebral/efectos de los fármacos , Medicamentos Herbarios Chinos/farmacología , Expresión Génica , Redes Reguladoras de Genes/efectos de los fármacos , Redes Reguladoras de Genes/fisiología , Sistema de Señalización de MAP Quinasas/efectos de los fármacos , Sistema de Señalización de MAP Quinasas/fisiología , Masculino , ARN Mensajero/genética , Ratas , Ratas Sprague-Dawley
7.
Chemosphere ; 240: 124894, 2020 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-31726595

RESUMEN

We performed a transcriptome-based bioassay (TSB assay) using human hepatoma HepG2 cells to evaluate the potential toxicity of whole wastewater effluents from two membrane bioreactors (MBRs) and a conventional activated sludge process (AS). The biologically active agent(s) in the wastewater effluents were characterized based on expression of the marker genes (i.e., CYP1A1, AKR1B10, GCLM and GPX2) selected by DNA microarray analysis, after the wastewater effluent samples were concentrated by a reverse osmosis (RO) membrane and further fractionated by various manipulations. The qPCR assay of marker genes demonstrated that the induction of CYP1A1 and GPX2 was mitigated after passing through C18 and chelate columns. In addition, clear induction of CYP1A1 was observed in the smallest size fraction with 1 k Da or smaller organic molecules in all the tested effluents. These results together with the water quality data of the fractionated samples suggested that responsible constituents for potentially adverse and abnormal transcriptomic responses in HepG2 could have hydrophobic nature and act with metal-dissolved organic matter (DOM) complexes in 1 k Da or smaller size fraction. Although DOM is known to play two contradictory roles as a protector and an inducer of toxicants, our present study indicated the DOM in wastewater effluent, particularly humic substances with acidic nature, functioned as a toxicity inducer of residual chemicals in the effluents. This study provided a new insight into the nature of "toxic unknowns" in the wastewater effluents, which should be monitored whole through the reclamation process and prioritized for removal.


Asunto(s)
Reactores Biológicos/microbiología , Sustancias Húmicas/toxicidad , Aguas del Alcantarillado/microbiología , Transcriptoma/efectos de los fármacos , Aguas Residuales/toxicidad , Bioensayo , Supervivencia Celular/efectos de los fármacos , Supervivencia Celular/genética , Perfilación de la Expresión Génica , Células Hep G2 , Humanos , Eliminación de Residuos Líquidos , Aguas Residuales/microbiología , Contaminantes Químicos del Agua/toxicidad , Purificación del Agua/métodos
8.
Mod Rheumatol ; 30(3): 551-557, 2020 May.
Artículo en Inglés | MEDLINE | ID: mdl-31116057

RESUMEN

Background: IgG4-related disease (IgG4-RD) is characterized by elevated serum IgG4 and tissue infiltration by IgG4-positive plasma cells. The pathogenesis of this disease is not clear. Transcriptome analysis was performed to identify genes over- and under-expressed in patients with IgG4-RD.Method: DNA microarray analysis was performed using RNA from peripheral blood mononuclear cells of two patients with IgG4-RD and four healthy individuals. Genes showing a greater than threefold change in expression in IgG4-RD patients following steroid therapy were identified. Four genes related to innate immunity such as transcobalamin I (TCN1), secretory leukocyte peptidase inhibitor (SLPI), bactericidal/permeability-increasing protein (BPI) and lactotransferrin (LTF) were assessed by real-time PCR in 15 IgG4-RD patients and 13 healthy individuals.Result: DNA microarray analysis identified 30 genes showing a greater than threefold change in expression in IgG4-RD patients following steroid therapy. Real-time RT-PCR showed that the levels of mRNAs encoding TCNI and SLPI, except for BPI and LTF, were significantly lower in patients with IgG4-RD than in healthy people. The levels of all four mRNAs in patients with IgG4-RD were significantly increased after steroid treatment.Conclusion: These results indicate that reduction in expression of innate immunity-related genes may participate in the pathogenesis of IgG4-RD that steroid treatment may rectify impaired innate immunity as well as acquired immunity.


Asunto(s)
Inmunidad Innata/genética , Enfermedad Relacionada con Inmunoglobulina G4/genética , Transcriptoma , Adulto , Femenino , Humanos , Enfermedad Relacionada con Inmunoglobulina G4/metabolismo , Lactoferrina/genética , Lactoferrina/metabolismo , Leucocitos Mononucleares/metabolismo , Masculino , Persona de Mediana Edad , Inhibidor Secretorio de Peptidasas Leucocitarias/genética , Inhibidor Secretorio de Peptidasas Leucocitarias/metabolismo , Transcobalaminas/genética , Transcobalaminas/metabolismo
9.
Front Oncol ; 7: 258, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-29164058

RESUMEN

Although high-risk human papillomaviruses (HPVs) are the major risk factors for cervical cancer they have been associated with several other cancers, such as head and neck and oral cancers. Since integration of low-risk HPV11 DNA has been demonstrated in esophageal tumor genomes, this study compared the effects of low-risk HPV11E6 and high-risk HPV18E6 on cellular gene expression. The HPV11E6 and HPV18E6 genes were cloned into an adenoviral vector and expressed in human keratinocytes (HaCaT) in order to investigate early events and to eliminate possible artifacts introduced by selective survival of fast growing cells in stable transfection experiments. HPV11E6 had very little effect on p21 and p53 gene expression, while HPV18E6 resulted in a marked reduction in both these proteins. Both HPV11E6 and HPV18E6 enabled growth of colonies in soft agar, but the level of colony formation was higher in HPV18E6 infected cells. DNA microarray analysis identified significantly differentially regulated genes involved in the cellular transformation signaling pathways. These findings suggest that HPV11E6 and HPV18E6 are important in initiating cellular transformation via deregulation of signaling pathways such as PI3K/AKT and pathways that are directly involved in DNA damage repair, cell survival, and cell proliferation. This study shows that the low-risk HPV11E6 may have similar effects as the high-risk HPV18E6 during the initial stages of infection, but at a much reduced level.

10.
Mol Cell Endocrinol ; 426: 101-12, 2016 May 05.
Artículo en Inglés | MEDLINE | ID: mdl-26911933

RESUMEN

The transmembrane glycoprotein CD26 or dipeptidyl peptidase IV (DPPIV) is a multifunctional protein. In immune system, CD26 plays a role in T-cell function and is also involved in thymic maturation and emigration patterns. In preclinical studies, treatment with DPPIV inhibitors reduces insulitis and delays or even reverses the new -onset of type 1 diabetes (T1D) in non-obese diabetic (NOD) mice. However, the specific mechanisms involved in these effects remain unknown. The aim of the present study was to investigate how DPPIV inhibition modifies the expression of genes in the thymus of NOD mice by microarray analysis. Changes in the gene expression of ß-cell autoantigens and Aire in thymic epithelial cells (TECs) were also evaluated by using qRT-PCR. A DPPIV inhibitor, MK626, was orally administered in the diet for 4 and 6 weeks starting at 6-8 weeks of age. Thymic glands from treated and control mice were obtained for each study checkpoint. Thymus transcriptome analysis revealed that 58 genes were significantly over-expressed in MK626-treated mice after 6 weeks of treatment. Changes in gene expression in the thymus were confined mainly to the immune system, including innate immunity, chemotaxis, antigen presentation and immunoregulation. Most of the genes are implicated in central tolerance mechanisms through several pathways. No differences were observed in the expression of Aire and ß-cell autoantigens in TECs. In the current study, we demonstrate that treatment with the DPPIV inhibitor MK626 in NOD mice alters the expression of the immune response-related genes in the thymus, especially those related to immunological central tolerance, and may contribute to the prevention of T1D.


Asunto(s)
Dipeptidil Peptidasa 4/metabolismo , Inhibidores de la Dipeptidil-Peptidasa IV/farmacología , Regulación de la Expresión Génica/efectos de los fármacos , Indinavir/farmacología , Animales , Presentación de Antígeno/genética , Femenino , Regulación de la Expresión Génica/inmunología , Redes Reguladoras de Genes , Inmunomodulación/genética , Ratones Endogámicos NOD , Timo/efectos de los fármacos , Timo/metabolismo , Transcriptoma
12.
Br J Nutr ; 114(9): 1410-8, 2015 Nov 14.
Artículo en Inglés | MEDLINE | ID: mdl-26330054

RESUMEN

Protein malnutrition promotes hepatic steatosis, decreases insulin-like growth factor (IGF)-I production and retards growth. To identify new molecules involved in such changes, we conducted DNA microarray analysis on liver samples from rats fed an isoenergetic low-protein diet for 8 h. We identified the fibroblast growth factor 21 gene (Fgf21) as one of the most strongly up-regulated genes under conditions of acute protein malnutrition (P<0·05, false-discovery rate<0·001). In addition, amino acid deprivation increased Fgf21 mRNA levels in rat liver-derived RL-34 cells (P<0·01). These results suggested that amino acid limitation directly increases Fgf21 expression. FGF21 is a polypeptide hormone that regulates glucose and lipid metabolism. FGF21 also promotes a growth hormone-resistance state and suppresses IGF-I in transgenic mice. Therefore, to determine further whether Fgf21 up-regulation causes hepatic steatosis and growth retardation after IGF-I decrease in protein malnutrition, we fed an isoenergetic low-protein diet to Fgf21-knockout (KO) mice. Fgf21-KO did not rescue growth retardation and reduced plasma IGF-I concentration in these mice. Fgf21-KO mice showed greater epididymal white adipose tissue weight and increased hepatic TAG and cholesterol levels under protein malnutrition conditions (P<0·05). Overall, the results showed that protein deprivation directly increased Fgf21 expression. However, growth retardation and decreased IGF-I were not mediated by increased FGF21 expression in protein malnutrition. Furthermore, FGF21 up-regulation rather appears to have a protective effect against obesity and hepatic steatosis in protein-malnourished animals.


Asunto(s)
Dieta con Restricción de Proteínas , Factores de Crecimiento de Fibroblastos/metabolismo , Metabolismo de los Lípidos , Desnutrición Proteico-Calórica/metabolismo , Tejido Adiposo Blanco/metabolismo , Animales , Colesterol/metabolismo , Hígado Graso/genética , Factores de Crecimiento de Fibroblastos/genética , Hormona del Crecimiento/antagonistas & inhibidores , Hormona del Crecimiento/metabolismo , Factor I del Crecimiento Similar a la Insulina/antagonistas & inhibidores , Factor I del Crecimiento Similar a la Insulina/genética , Factor I del Crecimiento Similar a la Insulina/metabolismo , Hígado/metabolismo , Masculino , Ratones , Ratones Noqueados , Obesidad , Análisis de Secuencia por Matrices de Oligonucleótidos , ARN Mensajero/genética , ARN Mensajero/metabolismo , Ratas , Ratas Wistar , Triglicéridos/metabolismo , Regulación hacia Arriba
13.
Peptides ; 72: 202-7, 2015 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-26275482

RESUMEN

Pituitary adenylate cyclase-activating polypeptide (PACAP) is a 27- or 38-amino acid neuropeptide, which belongs to the vasoactive intestinal polypeptide/glucagon/secretin family. PACAP and its three receptor subtypes are expressed in neural tissues, with PACAP known to exert pleiotropic effects on the nervous system. This review provides an overview of current knowledge regarding the neuroprotective effects, mechanisms of action, and therapeutic potential of PACAP in response to ischemic brain injuries.


Asunto(s)
Isquemia Encefálica , Neuronas/metabolismo , Fármacos Neuroprotectores , Polipéptido Hipofisario Activador de la Adenilato-Ciclasa , Animales , Isquemia Encefálica/tratamiento farmacológico , Isquemia Encefálica/metabolismo , Isquemia Encefálica/patología , Humanos , Neuronas/patología , Fármacos Neuroprotectores/metabolismo , Fármacos Neuroprotectores/uso terapéutico , Polipéptido Hipofisario Activador de la Adenilato-Ciclasa/metabolismo , Polipéptido Hipofisario Activador de la Adenilato-Ciclasa/uso terapéutico , Receptores del Polipéptido Activador de la Adenilato-Ciclasa Hipofisaria/metabolismo
14.
Int J Clin Exp Pathol ; 7(2): 521-8, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-24551272

RESUMEN

Gemcitabine (Gem)-based chemotherapies are the main therapeutic regimens for patients with unresectable advanced or metastatic gallbladder cancer (GBC). However, the modest ORR and mild benefit on survival demonstrates the need for finding biomarkers for sensitivity to Gem and hence improving the therapy. In present work, two GBC cell lines with vast difference in sensitivity to Gem were subjected to DNA microarray analysis. Dramatic expression difference was found in protein kinase A signaling, P2Y purigenic receptor signaling, ErbB signaling and p70S6K signaling. Predicted low expression of KRAS and inactivation of AKT/ERK signaling in Gem-resistant GBC cells was validated by quantitative PCR and immunoblotting, respectively. However, p70S6K, p38MAPK and NF-κB signaling was probably activated in Gem-resistant GBC cells, which deserves further investigation in more GBC cell lines and tissues. Our work provides potential pathway signatures for Gem sensitivity of GBC patients.


Asunto(s)
Antimetabolitos Antineoplásicos/farmacología , Biomarcadores de Tumor/metabolismo , Desoxicitidina/análogos & derivados , Resistencia a Antineoplásicos , Neoplasias de la Vesícula Biliar/metabolismo , Biomarcadores de Tumor/genética , Western Blotting , Línea Celular Tumoral , Desoxicitidina/farmacología , Relación Dosis-Respuesta a Droga , Resistencia a Antineoplásicos/genética , Neoplasias de la Vesícula Biliar/genética , Neoplasias de la Vesícula Biliar/patología , Perfilación de la Expresión Génica/métodos , Regulación Neoplásica de la Expresión Génica , Redes Reguladoras de Genes , Humanos , Análisis de Secuencia por Matrices de Oligonucleótidos , Reacción en Cadena en Tiempo Real de la Polimerasa , Transducción de Señal/efectos de los fármacos , Transducción de Señal/genética , Gemcitabina
15.
FEMS Yeast Res ; 13(8): 731-46, 2013 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-23992612

RESUMEN

Increased exposure to nickel compounds and alloys due to industrial development has resulted in nickel pollution and many pathological effects on human health. However, there is very limited information about nickel response, transport, and tolerance in eukaryotes. To investigate nickel resistance in the model eukaryote Saccharomyces cerevisiae, evolutionary engineering by batch selection under gradually increasing nickel stress levels was performed. Nickel hyper-resistant mutants that could resist up to 5.3 mM NiCl2 , a lethal level for the reference strain, were selected. The mutants were also cross-resistant against iron, cobalt, zinc, and manganese stresses and accumulated more than twofold higher nickel than the reference strain. Global transcriptomic analysis revealed that 640 upregulated genes were related to iron homeostasis, stress response, and oxidative damage, implying that nickel resistance may share common mechanisms with iron and cobalt resistance, general stress response, and oxidative damage.


Asunto(s)
Farmacorresistencia Fúngica/genética , Evolución Molecular , Perfilación de la Expresión Génica , Níquel/farmacología , Saccharomyces cerevisiae/efectos de los fármacos , Saccharomyces cerevisiae/genética , Transcriptoma , Carbohidratos/biosíntesis , Regulación Fúngica de la Expresión Génica/efectos de los fármacos , Mutación , Fenotipo , Saccharomyces cerevisiae/crecimiento & desarrollo , Saccharomyces cerevisiae/metabolismo , Estrés Fisiológico/efectos de los fármacos , Estrés Fisiológico/genética
16.
Health Promot Perspect ; 3(1): 129-34, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-24688961

RESUMEN

BACKGROUND: The aim of this study was to apply a new method for selecting a few genes, out of thousands, as plausible markers of a disease. METHODS: Hierarchical clustering technique was used along with Support Vector Machine (SVM) and Naïve Bayes (NB) classifiers to select marker-genes of three types of breast cancer. In this method, at each step, one subject is left out and the algorithm iteratively selects some clusters of genes from the remainder of subjects and selects a representative gene from each cluster. Then, classifiers are constructed based on these genes and the accuracy of each classifier to predict the class of leftout subject is recorded. The classifier with higher precision is considered superior. RESULTS: Combining classification techniques with clustering method resulted in fewer genes with high degree of statistical precision. Although all classifiers selected a few genes from pre-determined highly ranked genes, the precision did not decrease. SVM precision was 100% with 22 genes instead of 50 genes while the NB resulted in higher precision of 97.95% in this case. When 20 highly ranked genes selected to be fed to the algorithm, same precision was obtained using 6 and 5 genes with SVM and NB classifiers respectively. CONCLUSION: Using hybrid method could be effective in choosing fewer number of plausible marker genes so that the classification precision of these markers is increased. In addition, this method enables detecting new plausible markers that their association to disease under study is not biologically proved.

17.
Genet Mol Biol ; 35(3): 693-700, 2012 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-23055811

RESUMEN

Induced pluripotent stem cells (iPSCs) obtained by the ectopic expression of defined transcription factors have tremendous promise and therapeutic potential for regenerative medicine. Many studies have highlighted important differences between iPSCs and embryonic stem cells (ESCs). In this work, we used meta-analysis to compare the global transcriptional profiles of human iPSCs from various cellular origins and induced by different methods. The induction strategy affected the quality of iPSCs in terms of transcriptional signatures. The iPSCs generated by non-integrating methods were closer to ESCs in terms of transcriptional distance than iPSCs generated by integrating methods. Several pathways that could be potentially useful for studying the molecular mechanisms underlying transcription factor-mediated reprogramming leading to pluripotency were also identified. These pathways were mostly associated with the maintenance of ESC pluripotency and cancer regulation. Numerous genes that are up-regulated during the induction of reprogramming also have an important role in the success of human preimplantation embryonic development. Our results indicate that hiPSCs maintain their pluripotency through mechanisms similar to those of hESCs.

18.
Rev. MED ; 20(1): 15-26, ene.-jun. 2012. ilus, tab
Artículo en Español | LILACS | ID: lil-669284

RESUMEN

Uno de los retos más importantes de este siglo en la neurología genómica es construir mapas de expresión espacial de genes a lo largo de las distintas estructuras cerebrales con el fin de correlacionarlos con ciertas neuropatologías. Se analizaron los perfiles de transcripción de ocho genes HAS21 localizados en la región crítica del síndrome de Down en diferentes estructuras del cerebro humano normal. Se tomaron como referencia los valores de expresión de ocho genes HAS21/DSCR provenientes de experimentos de micromatrices de ADN de cerebros humanos normales y cuyos valores están disponibles en la base de datos del proyecto cerebro humano del Atlas del Cerebro del Allen Institute for Brain Sciences en Seattle, Washington (http://www.brainmap.org). Se determinó una expresión diferencial de estos genes HAS21/DSCR a lo largo de las estructuras localizadas en el lóbulo frontal, el lóbulo límbico y en los núcleos centrales. En el putamen, el núcleo caudado, el giro parahipocampal y en las áreas centrales se registraron los mayores niveles de transcripción global; estas áreas del cerebro parecen estar asociadas con diversos procesos de aprendizaje y de memoria. Se correlacionó la transcripción diferencial de genes DSCR con la localización cerebral y su potencial papel funcional.


One of the most important challenges of the 21st Century Neurology is to build gene expression profiles along the different structures of human brain trying to correlate them with some neuropathologies. The expression profiles of eight HAS21 genes located on the Down syndrome critical region in different structures of the normal human brain was analyzed. From DNA microarray experiments of normal human brains which are available in the free access human brain database of the Brain Atlas project of the Allen Institute for Brain Sciences in Seattle, Washington (http://www.brainmap.org) expression levels data of eight HSA21/DSCR genes along different structures of normal human brain were statistically analyzed. A differential expression of these genes HSA21/DSCR in some anatomic structures located in the frontal lobe, limbic lobe and cerebral central nuclei was registered. Putamen, caudate nucleus, parahipocampal gyro and central areas, showed high levels of transcription for those HSA21/DSCR genes included in the study; these areas of the brain appear to be associated with some processes of learning and memory. This study allowed us to correlate the differential transcription of DSCR genes, their structural localization and functional role in brain function.


Um dos maiores desafio deste século na neurologia genômica é construir mapas de expressão espacial de genes ao longo das diferentes estruturas cerebrais com o fim de correlacionálos com certas neuropatologias. Foram analisados os perfis de transcrição de oito genes HAS21 localizados na região crítica da síndrome de Down em diferentes estruturas do cérebro humano normal. Foram usados como referência os valores de expressão de oito genes HAS21/DSCR provenientes de experimentos de micromatrizes de ADN de cérebros humanos normais e cujos valores estão disponíveis no bando de dados do projeto cérebro humano do Atlas do Cérebro do Allen Institute for Brain Sciences em Seattle, Washington (http://www.brainmap.org). Determinouse uma expressão diferencial destes genes HAS21/DSCR ao longo das estruturas localizadas no lóbulo frontal, o lóbulo límbico e nos núcleos centrais. No putâmen, o núcleo caudado, o giro parahipocampal e nas áreas centrais foram registrados os maiores níveis de transcrição global; estas áreas do cérebro parecem estar associadas com diversos processos de aprendizagem e de memória. Correlacionouse a transcrição diferencial de genes DSCR com a localização cerebral e seu potencial papel funcional.


Asunto(s)
Humanos , Análisis por Micromatrices , Síndrome de Down , Biología Computacional , Perfilación de la Expresión Génica , Cerebro
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