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1.
Int J Mol Sci ; 23(7)2022 Mar 30.
Artículo en Inglés | MEDLINE | ID: mdl-35409174

RESUMEN

Children with high-risk SHH/TP53-mut and Group 3 medulloblastoma (MB) have a 5-year overall survival of only 40%. Innovative approaches to enhance survival while preventing adverse effects are urgently needed. We investigated an innovative therapy approach combining irradiation (RT), decitabine (DEC), and abacavir (ABC) in a patient-derived orthotopic SHH/TP53-mut and Group 3 MB mouse model. MB-bearing mice were treated with DEC, ABC and RT. Mouse survival, tumor growth (BLI, MRT) tumor histology (H/E), proliferation (Ki-67), and endothelial (CD31) staining were analyzed. Gene expression was examined by microarray and RT-PCR (Ki-67, VEGF, CD31, CD15, CD133, nestin, CD68, IBA). The RT/DEC/ABC therapy inhibited tumor growth and enhanced mouse survival. Ki-67 decreased in SHH/TP53-mut MBs after RT, DEC, RT/ABC, and RT/DEC/ABC therapy. CD31 was higher in SHH/TP53-mut compared to Group 3 MBs and decreased after RT/DEC/ABC. Microarray analyses showed a therapy-induced downregulation of cell cycle genes. By RT-PCR, no therapy-induced effect on stem cell fraction or immune cell invasion/activation could be shown. We showed for the first time that RT/DEC/ABC therapy improves survival of orthotopic SHH/TP53-mut and Group 3 MB-bearing mice without inducing adverse effects suggesting the potential for an adjuvant application of this multimodal therapy approach in the human clinic.


Asunto(s)
Neoplasias Cerebelosas , Meduloblastoma , Animales , Línea Celular Tumoral , Neoplasias Cerebelosas/tratamiento farmacológico , Neoplasias Cerebelosas/genética , Terapia Combinada , Decitabina , Didesoxinucleósidos , Proteínas Hedgehog/metabolismo , Humanos , Antígeno Ki-67/genética , Meduloblastoma/tratamiento farmacológico , Meduloblastoma/genética , Ratones
2.
Diabetes Metab Res Rev ; 37(1): e3359, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-32500584

RESUMEN

AIM: To identify new transcriptomic alterations in pancreatic islets associated with metabolic dysfunctions in people with prediabetes (PD)/type 2 diabetes (T2D). MATERIALS AND METHODS: We collected information from public data repositories T2D related microarray datasets from pancreatic islets. We identified Differential Expressed Genes (DEGs) in non-diabetic (ND) vs people with T2D in each study. To identify relevant DEGs in T2D, we selected those that varied consistently in the different studies for further meta-analysis and functional enrichment analysis. DEGs were also evaluated at the PD stage. RESULTS: A total of seven microarray datasets were collected and analysed to find the DEGs in each study and meta-analysis was performed with 245 ND and 96 T2D cases. We identified 55 transcriptional alterations potentially associated with specific metabolic dysfunctions in T2D. Meta-analysis showed that 87% of transcripts identified as DEGs (48 out of 55) were confirmed as having statistically significant up- or down-modulation in T2D compared to ND. Notably, nine of these DEGs have not been previously reported as dysregulated in pancreatic islets from people with T2D. Consistently, the most significantly enriched pathways were related to the metabolism and/or development/maintenance of ß-cells. Eighteen of the 48 selected DEGs (38%) showed an altered expression in islets from people with PD. CONCLUSIONS: These results provide new evidence to interpret the pathogenesis of T2D and the transition from PD to T2D. Further studies are necessary to validate its potential use for the development/implementation of efficient new strategies for the prevention, diagnosis/prognosis and treatment of T2D.


Asunto(s)
Diabetes Mellitus Tipo 2 , Estado Prediabético , Transcriptoma , Diabetes Mellitus Tipo 2/genética , Perfilación de la Expresión Génica , Humanos , Islotes Pancreáticos , Estado Prediabético/genética , Transcriptoma/genética
3.
J Cell Biochem ; 120(10): 17368-17377, 2019 10.
Artículo en Inglés | MEDLINE | ID: mdl-31125139

RESUMEN

Primary Sjögren's syndrome (pSS) is a chronic systemic autoimmune disease that affects exocrine glands. To study the molecular mechanism and identify crucial genes/pathways in pSS pathogenesis, the microarray-based whole-genome gene expression profiles from salivary glands of patients with pSS and non-sicca controls were retrieved. After normalization and subsequent batch effect adjustment, significance analysis of microarrays method was applied to five available datasets, and 379 differentially expressed genes (DEGs) were identified. The 300 upregulated DEGs were enriched in Gene Ontology terms of immune and inflammatory responses, including antigen processing and presentation, interferon-mediated signaling pathway, and chemotaxis. Previously reported pSS-associated genes, including HLA-DRA, TAP2, PRDM1, and IFI16, were found to be significantly upregulated. The downregulated DEGs were enriched in pathways of salivary secretion, carbohydrate digestion and absorption, and starch and sucrose metabolism, implying dysfunction of salivary glands during pathogenesis. Next, a protein-protein interaction network was constructed, and B2M, an upregulated DEG, was shown to be a hub, suggesting its potential involvement in pSS development. In summary, we found the activation of pSS-associated genes in pathogenesis, and provide clues for salivary glands dysfunction. Experimental investigation on the identified DEGs in this study will deepen our understanding on pSS.


Asunto(s)
Biomarcadores/análisis , Regulación de la Expresión Génica , Síndrome de Sjögren/genética , Síndrome de Sjögren/patología , Transcriptoma , Estudios de Casos y Controles , Perfilación de la Expresión Génica , Humanos , Metaanálisis como Asunto , Pronóstico , Mapas de Interacción de Proteínas , Glándulas Salivales/citología , Glándulas Salivales/metabolismo , Transducción de Señal
4.
J Toxicol Environ Health A ; 82(1): 1-27, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30744511

RESUMEN

The notion that adverse health effects produced by exposure to environmental contaminants (EC) may be modulated by the presence of non-chemical stressors is gaining attention. Previously, our lab demonstrated that cross-fostering (adoption of a litter at birth) acted as a non-chemical stressor that amplified the influence of developmental exposure to EC on the glucocorticoid stress-response in adult rats. Using liver from the same rats, the aim of the current study was to investigate whether cross-fostering might also modulate EC-induced alterations in hepatic gene expression profiles. During pregnancy and nursing, Sprague-Dawley dams were fed cookies laced with corn oil (control, C) or a chemical mixture (M) composed of polychlorinated biphenyls (PCB), organochlorine pesticides (OCP), and methylmercury (MeHg), at 1 mg/kg/day. This mixture simulated the contaminant profile reported in maternal human blood. At birth, some control and M treated litters were cross-fostered to form two additional groups with different biological/nursing mothers (CC and MM). The hepatic transcriptome was analyzed by DNA microarray in male offspring at postnatal days 21 and 78-86. Mixture exposure altered the expression of detoxification and energy metabolism genes in both age groups, but with different sets of genes affected at day 21 and 78-86. Cross-fostering modulated the effects of M on gene expression pattern (MM vs M), as well as expression of energy metabolism genes between control groups (CC vs C). In conclusion, while describing short and long-term effects of developmental exposure to EC on hepatic transcriptomes, these cross-fostering results further support the consideration of non-chemical stressors in EC risk assessments.


Asunto(s)
Contaminantes Ambientales/efectos adversos , Expresión Génica/genética , Hidrocarburos Clorados/efectos adversos , Hígado/efectos de los fármacos , Compuestos de Metilmercurio/efectos adversos , Bifenilos Policlorados/efectos adversos , Animales , Feto/efectos de los fármacos , Hígado/metabolismo , Masculino , Ratas , Ratas Sprague-Dawley
5.
Physiol Mol Biol Plants ; 25(1): 263-275, 2019 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-30804648

RESUMEN

Bainong male sterile (BNS) wheat (Triticum aestivum L.) is a thermo-sensitive genic male sterile line with excellent sterility and self-restoration. We focused on transcriptional profiles of differentially expressed probes between BNS sterile and fertile anthers. Anthers, rachis and spikes from sterile line and fertile line were collected. Extracted RNA was assayed using wheat expression microarray and Gene Ontology was analyzed using Cytoscape with ClueGO. An indole (indole-3-acetic acid: IAA) metabolism pathway sub-network was almost formed in all differentially expressed profiles between sterile and fertile samples. IAA sub-network contained four nodes of indole and alkaloid metabolism connecting main network via indole compounds. This sub-network was absent in rachis and intact in transformed fertile anthers, which was the main differently expressed metabolism pathway in F1 anthers with restorer genes. Alkaloid metabolism was absent in sterile anthers. Abnormal metabolism of IAA may be involved in BNS sterility. BNS transformation may be regulated by the production of IAA and alkaloid metabolism pathway, which favor the safe utilization of the sterile line in hybrid wheat production.

6.
Int J Mol Sci ; 19(11)2018 Oct 24.
Artículo en Inglés | MEDLINE | ID: mdl-30356023

RESUMEN

Serous carcinoma (SC) is the most common and lethal subtype of epithelial ovarian carcinoma; immunotherapy is a potential treatment for SC, however, the global immunological functions of SC as well as their change during the progression of SC have not been investigated in detail till now. We conducted a genome-wide integrative analysis to investigate the immunofunctionomes of SC at four tumor stages by quantifying the immunological functions defined by the Gene Ontology gene sets. DNA microarray gene expression profiles of 1100 SCs and 136 normal ovarian tissue controls were downloaded from the Gene Expression Omnibus database and converted to the functionome. Then the immunofunctionomes were reconstructed by extracting the offspring from the functionome for the four SC staging groups. The key immunological functions extracted from immunofunctionomes with a series of filters revealed that the immunopathy of SC consisted of a group of deregulated functions with the core members including B cell activation and differentiation, regulation of leukocyte chemotaxis/cellular extravasation, antigen receptor mediated signaling pathway, T helper mediated immunity and macrophage activation; and the auxiliary elements included leukocyte mediated immunity, regulation of inflammatory response, T cell differentiation, mononuclear cell migration, megakaryocyte differentiation, complement activation and cytokine production. These deregulated immunological functions reveal the candidates to target in the immunotherapy.


Asunto(s)
Carcinoma Epitelial de Ovario/inmunología , Regulación Neoplásica de la Expresión Génica , Neoplasias Ováricas/inmunología , Carcinoma Epitelial de Ovario/genética , Carcinoma Epitelial de Ovario/patología , Estudios de Casos y Controles , Femenino , Humanos , Aprendizaje Automático , Neoplasias Ováricas/genética , Neoplasias Ováricas/patología
7.
Plant J ; 85(4): 548-60, 2016 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-26756945

RESUMEN

The large amounts of transcriptome data available for Arabidopsis thaliana make a compelling case for the need to generalize results across studies and extract the most robust and meaningful information possible from them. The results of various studies seeking to identify water stress-responsive genes only partially overlap. The aim of this work was to combine transcriptomic studies in a systematic way that identifies commonalities in response, taking into account variation among studies due to batch effects as well as sampling variation, while also identifying the effect of study-specific variables, such as the method of applying water stress, and the part of the plant the mRNA was extracted from. We used meta-analysis, the quantitative synthesis of independent research results, to summarize expression responses to water stress across studies, and meta-regression to model the contribution of covariates that may affect gene expression. We found that some genes with small but consistent differential responses become evident only when results are synthesized across experiments, and are missed in individual studies. We also identified genes with expression responses that are attributable to use of different plant parts and alternative methods for inducing water stress. Our results indicate that meta-analysis and meta-regression provide a powerful approach for identifying a robust gene set that is less sensitive to idiosyncratic results and for quantifying study characteristics that result in contrasting gene expression responses across studies. Combining meta-analysis with individual analyses may contribute to a richer understanding of the biology of water stress responses, and may prove valuable in other gene expression studies.


Asunto(s)
Proteínas de Arabidopsis/metabolismo , Arabidopsis/genética , Regulación de la Expresión Génica de las Plantas , Estrés Fisiológico , Transcriptoma , Arabidopsis/fisiología , Proteínas de Arabidopsis/genética , Deshidratación , Perfilación de la Expresión Génica , Hojas de la Planta/genética , Hojas de la Planta/fisiología , Raíces de Plantas/genética , Raíces de Plantas/fisiología , Brotes de la Planta/genética , Brotes de la Planta/fisiología , Análisis de Regresión
8.
BMC Genomics ; 18(1): 850, 2017 Nov 07.
Artículo en Inglés | MEDLINE | ID: mdl-29115927

RESUMEN

BACKGROUND: A vast amount of microarray data on transcriptomic response to injury has been collected so far. We designed the analysis in order to identify the genes displaying significant changes in expression after wounding in different organisms and tissues. This meta-analysis is the first study to compare gene expression profiles in response to wounding in as different tissues as heart, liver, skin, bones, and spinal cord, and species, including rat, mouse and human. RESULTS: We collected available microarray transcriptomic profiles obtained from different tissue injury experiments and selected the genes showing a minimum twofold change in expression in response to wounding in prevailing number of experiments for each of five wound healing stages we distinguished: haemostasis & early inflammation, inflammation, early repair, late repair and remodelling. During the initial phases after wounding, haemostasis & early inflammation and inflammation, the transcriptomic responses showed little consistency between different tissues and experiments. For the later phases, wound repair and remodelling, we identified a number of genes displaying similar transcriptional responses in all examined tissues. As revealed by ontological analyses, activation of certain pathways was rather specific for selected phases of wound healing, such as e.g. responses to vitamin D pronounced during inflammation. Conversely, we observed induction of genes encoding inflammatory agents and extracellular matrix proteins in all wound healing phases. Further, we selected several genes differentially upregulated throughout different stages of wound response, including established factors of wound healing in addition to those previously unreported  in this context such as PTPRC and AQP4. CONCLUSIONS: We found that transcriptomic responses to wounding showed similar traits in a diverse selection of tissues including skin, muscles, internal organs and nervous system. Notably, we distinguished transcriptional induction of inflammatory genes not only in the initial response to wounding, but also later, during wound repair and tissue remodelling.


Asunto(s)
Perfilación de la Expresión Génica , Análisis de Secuencia por Matrices de Oligonucleótidos , Cicatrización de Heridas/genética , Bases de Datos Genéticas , Ontología de Genes
9.
J Neurovirol ; 23(6): 808-824, 2017 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-28913617

RESUMEN

Fingolimod (FTY720), a structural analogue of sphingosine, targets sphingosine-1-phosphate receptor signaling and is currently an immunomodulatory therapy for multiple sclerosis. Fingolimod accesses the central nervous system (CNS) where its active metabolite, fingolimod phosphate (FTY720-P), has pleotropic neuroprotective effects in an inflammatory microenvironment. To investigate potential neuronal-specific mechanisms of fingolimod neuroprotection, we cultured the human neuronal progenitor cell line, hNP1, in differentiation medium supplemented with HIV- or Mock-infected supernatants, with or without FTY720-P. Gene expression was investigated using microarray and functional genomics. FTY720-P treatment increased differentially expressed (DE) neuronal genes by 33% in HIV-exposed and 40% in Mock-exposed cultures. FTY720-P treatment broadened the functional profile of DE genes in HIV-exposed versus Mock-exposed neurons, including not only immune responses but also transcriptional regulation and cell differentiation, among others. FTY720-P treatment downregulated the gene for follistatin, the antagonist of activin signaling, in all culture conditions. FTY720-P treatment differentially affected both glycolysis-related and immune response genes in Mock- or HIV-exposed cultures, significantly upregulating 11 glycolysis-related genes in HIV-exposed neurons. FTY720-P treatment also differentially upregulated genes related to innate immune responses and antigen presentation in Mock-exposed and more so in HIV-exposed neurons. However, in HIV-exposed neurons, FTY720-P depressed the magnitude of differential expression in almost half the genes, suggesting an anti-inflammatory potential. Moreover, in HIV-exposed neurons, FTY720-P reduced expression of the amyloid precursor protein (APP) gene, resulting in reduced expression of the APP protein. This study provides new evidence that fingolimod alters neuronal gene expression in inflammatory, viral-infected microenvironments, with the potential for neuroprotective effects.


Asunto(s)
Clorhidrato de Fingolimod/farmacología , Regulación de la Expresión Génica/efectos de los fármacos , Factores Inmunológicos/farmacología , Células-Madre Neurales/efectos de los fármacos , Neuronas/efectos de los fármacos , Fármacos Neuroprotectores/farmacología , Activinas/genética , Activinas/metabolismo , Precursor de Proteína beta-Amiloide/antagonistas & inhibidores , Precursor de Proteína beta-Amiloide/genética , Precursor de Proteína beta-Amiloide/metabolismo , Presentación de Antígeno/efectos de los fármacos , Diferenciación Celular/efectos de los fármacos , Línea Celular , Folistatina/antagonistas & inhibidores , Folistatina/genética , Folistatina/metabolismo , Perfilación de la Expresión Génica , Glucólisis/efectos de los fármacos , Glucólisis/genética , VIH-1/efectos de los fármacos , VIH-1/crecimiento & desarrollo , Humanos , Inmunidad Innata/efectos de los fármacos , Análisis por Micromatrices , Anotación de Secuencia Molecular , Células-Madre Neurales/metabolismo , Células-Madre Neurales/virología , Neuronas/metabolismo , Neuronas/virología , Transducción de Señal
10.
Physiol Genomics ; 48(8): 554-64, 2016 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-27235449

RESUMEN

The ADTRP gene encodes the androgen-dependent TFPI-regulating protein and is a susceptibility gene for contrary artery disease (CAD). We performed global gene expression profiling for ADTRP knock-down using microarrays in human HepG2 cells. Follow-up real-time RT-PCR analysis demonstrated that ADTRP knock-down regulates a diverse set of genes, including upregulation of seven histone genes, downregulation of multiple cell cycle genes (CCND1, CDK4, and CDKN1A), and upregulation of apoptosis genes (CASP7 and PDCD2) in HepG2 cells and endothelial cells. Consistently, ADTRP increases the number of S phase cells during cell cycle, promotes cell proliferation, and inhibits apoptosis. Our study provides novel insights into the function of ADTRP and biological pathways involving ADTRP, which may be involved in the pathogenesis of CAD.


Asunto(s)
Apoptosis/genética , Proliferación Celular/genética , Enfermedad de la Arteria Coronaria/genética , Enfermedad de la Arteria Coronaria/patología , Regulación de la Expresión Génica/genética , Proteínas de la Membrana/genética , Fase S/genética , Línea Celular , Línea Celular Tumoral , Vasos Coronarios/patología , Regulación hacia Abajo/genética , Genes cdc/genética , Células Hep G2 , Células Endoteliales de la Vena Umbilical Humana , Humanos , Transducción de Señal , Regulación hacia Arriba/genética
11.
Tumour Biol ; 37(9): 12597-12607, 2016 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-27402308

RESUMEN

Lung cancer is still the leading cause of malignant deaths in the world. It is of great importance to find novel functional genes for the tumorigenesis of lung cancer. We demonstrated that Rac3 could promote cell proliferation and inhibit apoptosis in lung adenocarcinoma cell line A549 previously. The aim of this study was to investigate the function and mechanism of Rac3 in lung adenocarcinoma cell lines. Immunohistochemistry staining was performed in 107 lung adenocarcinoma tissues and matched non-tumor tissues. Multivariate analysis and Kaplan-Meier analysis were used to investigate the correlation between Rac3 expression and the clinical outcomes. 3-(4,5-Dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assay, colony formation assay, and flow cytometry analysis were employed to determine the proliferative ability, cell cycle distribution, and apoptosis in H1299 and H1975 cell lines. Gene expression microarray and pathway analysis between the Rac3-siRNA group and the control group in A549 cells were performed to investigate the pathways and mechanism of Rac3 regulation. Rac3 was shown to be positively expressed in lung adenocarcinoma tissues, and the expression of Rac3 associates with longer survival in lung adenocarcinoma patients. Silencing of Rac3 significantly induced cell growth inhibition, colony formation decrease, cell cycle arrest, and apoptosis of lung adenocarcinoma cell lines, which accompanied by obvious downregulation of CCND1, MYC, and TFDP1 of cell cycle pathway involving in the tumorigenesis of lung adenocarcinoma based on the gene expression microarray. In conclusion, these findings suggest that Rac3 has the potential of being a therapeutic target for lung adenocarcinoma.


Asunto(s)
Adenocarcinoma/patología , Neoplasias Pulmonares/patología , Proteínas de Unión al GTP rac/fisiología , Adenocarcinoma/mortalidad , Adenocarcinoma del Pulmón , Adulto , Anciano , Apoptosis , Puntos de Control del Ciclo Celular , Proliferación Celular , Ciclina D1/genética , Femenino , Humanos , Neoplasias Pulmonares/mortalidad , Masculino , Persona de Mediana Edad , Pronóstico , Proteínas Proto-Oncogénicas c-myc/genética , Factor de Transcripción DP1/genética , Proteínas de Unión al GTP rac/análisis
12.
FASEB J ; 29(11): 4544-54, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-26178166

RESUMEN

Early treatment with heart failure drugs lisinopril and spironolactone improves skeletal muscle pathology in Duchenne muscular dystrophy (DMD) mouse models. The angiotensin converting enzyme inhibitor lisinopril and mineralocorticoid receptor (MR) antagonist spironolactone indirectly and directly target MR. The presence and function of MR in skeletal muscle have not been explored. MR mRNA and protein are present in all tested skeletal muscles from both wild-type mice and DMD mouse models. MR expression is cell autonomous in both undifferentiated myoblasts and differentiated myotubes from mouse and human skeletal muscle cultures. To test for MR function in skeletal muscle, global gene expression analysis was conducted on human myotubes treated with MR agonist (aldosterone; EC50 1.3 nM) or antagonist (spironolactone; IC50 1.6 nM), and 53 gene expression differences were identified. Five differences were conserved in quadriceps muscles from dystrophic mice treated with spironolactone plus lisinopril (IC50 0.1 nM) compared with untreated controls. Genes down-regulated more than 2-fold by MR antagonism included FOS, ANKRD1, and GADD45B, with known roles in skeletal muscle, in addition to NPR3 and SERPINA3, bona fide targets of MR in other tissues. MR is a novel drug target in skeletal muscle and use of clinically safe antagonists may be beneficial for muscle diseases.


Asunto(s)
Aldosterona/farmacología , Lisinopril/farmacología , Fibras Musculares Esqueléticas/metabolismo , Proteínas Musculares , Receptores de Melanocortina , Espironolactona/farmacología , Animales , Línea Celular , Humanos , Ratones , Proteínas Musculares/agonistas , Proteínas Musculares/antagonistas & inhibidores , Proteínas Musculares/metabolismo , Enfermedades Musculares/tratamiento farmacológico , Enfermedades Musculares/metabolismo , Receptores de Melanocortina/agonistas , Receptores de Melanocortina/antagonistas & inhibidores , Receptores de Melanocortina/metabolismo
13.
Int J Mol Sci ; 17(8)2016 Aug 05.
Artículo en Inglés | MEDLINE | ID: mdl-27527159

RESUMEN

Clear cell (CCC), endometrioid (EC), mucinous (MC) and high-grade serous carcinoma (SC) are the four most common subtypes of epithelial ovarian carcinoma (EOC). The widely accepted dualistic model of ovarian carcinogenesis divided EOCs into type I and II categories based on the molecular features. However, this hypothesis has not been experimentally demonstrated. We carried out a gene set-based analysis by integrating the microarray gene expression profiles downloaded from the publicly available databases. These quantified biological functions of EOCs were defined by 1454 Gene Ontology (GO) term and 674 Reactome pathway gene sets. The pathogenesis of the four EOC subtypes was investigated by hierarchical clustering and exploratory factor analysis. The patterns of functional regulation among the four subtypes containing 1316 cases could be accurately classified by machine learning. The results revealed that the ERBB and PI3K-related pathways played important roles in the carcinogenesis of CCC, EC and MC; while deregulation of cell cycle was more predominant in SC. The study revealed that two different functional regulation patterns exist among the four EOC subtypes, which were compatible with the type I and II classifications proposed by the dualistic model of ovarian carcinogenesis.


Asunto(s)
Regulación Neoplásica de la Expresión Génica , Genes Relacionados con las Neoplasias , Neoplasias Glandulares y Epiteliales/clasificación , Neoplasias Glandulares y Epiteliales/genética , Neoplasias Ováricas/clasificación , Neoplasias Ováricas/genética , Carcinoma Epitelial de Ovario , Bases de Datos Genéticas , Regulación hacia Abajo/genética , Análisis Factorial , Femenino , Ontología de Genes , Redes Reguladoras de Genes , Humanos , Aprendizaje Automático , Análisis de Secuencia por Matrices de Oligonucleótidos , Transcriptoma , Regulación hacia Arriba/genética
14.
Int J Mol Sci ; 17(6)2016 Jun 06.
Artículo en Inglés | MEDLINE | ID: mdl-27275818

RESUMEN

Serous carcinoma (SC) is the most common subtype of epithelial ovarian carcinoma and is divided into four stages by the Federation of Gynecologists and Obstetrics (FIGO) staging system. Currently, the molecular functions and biological processes of SC at different FIGO stages have not been quantified. Here, we conducted a whole-genome integrative analysis to investigate the functions of SC at different stages. The function, as defined by the GO term or canonical pathway gene set, was quantified by measuring the changes in the gene expressional order between cancerous and normal control states. The quantified function, i.e., the gene set regularity (GSR) index, was utilized to investigate the pathogenesis and functional regulation of SC at different FIGO stages. We showed that the informativeness of the GSR indices was sufficient for accurate pattern recognition and classification for machine learning. The function regularity presented by the GSR indices showed stepwise deterioration during SC progression from FIGO stage I to stage IV. The pathogenesis of SC was centered on cell cycle deregulation and accompanied with multiple functional aberrations as well as their interactions.


Asunto(s)
Cistadenocarcinoma Seroso/diagnóstico , Cistadenocarcinoma Seroso/genética , Perfilación de la Expresión Génica , Neoplasias Glandulares y Epiteliales/diagnóstico , Neoplasias Glandulares y Epiteliales/genética , Neoplasias Ováricas/diagnóstico , Neoplasias Ováricas/genética , Transcriptoma , Carcinoma Epitelial de Ovario , Transformación Celular Neoplásica/genética , Transformación Celular Neoplásica/patología , Análisis por Conglomerados , Biología Computacional/métodos , Bases de Datos de Ácidos Nucleicos , Femenino , Regulación Neoplásica de la Expresión Génica , Ontología de Genes , Redes Reguladoras de Genes , Humanos , Aprendizaje Automático , Estadificación de Neoplasias , Flujo de Trabajo
15.
Eur J Immunol ; 44(5): 1491-502, 2014 May.
Artículo en Inglés | MEDLINE | ID: mdl-24470066

RESUMEN

Mammalian TLRs in adult animals serve indispensable functions in establishing innate and adaptive immunity and contributing to the homeostasis of surrounding tissues. However, the expression and function of TLRs during mammalian embryonic development has not been studied so far. Here, we show that CD45(+) CD11b(+) F4/80(+) macrophages from 10.5-day embryo (E10.5) co-express TLRs and CD14. These macrophages, which have the capability to engulf both apoptotic cells and bacteria, secrete a broad spectrum of proinflammatory cytokines and chemokines upon TLR stimulation, demonstrating that their TLRs are functional. Comparative microarray analysis revealed an additional set of genes that were significantly upregulated in E10.5 TLR2(+) CD11b(+) macrophages. This analysis, together with our genetic, microscopic, and biochemical evidence, showed that embryonic phagocytes express protein machinery that is essential for the recycling of cellular iron and that this expression can be regulated by TLR engagement in a MyD88-dependent manner, leading to typical inflammatory M1 responses. These results characterize the utility of TLRs as suitable markers for early embryonic phagocytes as well as molecular triggers of cellular responses, the latter being demonstrated by the involvement of TLRs in an inflammation-mediated regulation of embryonic homeostasis via iron metabolism.


Asunto(s)
Embrión de Mamíferos/inmunología , Regulación del Desarrollo de la Expresión Génica/inmunología , Hierro/inmunología , Macrófagos/inmunología , Transducción de Señal/fisiología , Receptor Toll-Like 2/inmunología , Animales , Antígenos de Diferenciación/genética , Antígenos de Diferenciación/inmunología , Antígenos de Diferenciación/metabolismo , Embrión de Mamíferos/citología , Embrión de Mamíferos/metabolismo , Regulación del Desarrollo de la Expresión Génica/genética , Inflamación/genética , Inflamación/inmunología , Hierro/metabolismo , Macrófagos/citología , Macrófagos/metabolismo , Ratones , Ratones Noqueados , Factor 88 de Diferenciación Mieloide/genética , Factor 88 de Diferenciación Mieloide/inmunología , Factor 88 de Diferenciación Mieloide/metabolismo , Receptor Toll-Like 2/genética , Receptor Toll-Like 2/metabolismo
16.
Exp Mol Pathol ; 96(2): 168-77, 2014 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-24412268

RESUMEN

Formalin-fixed tissue has been a mainstay of clinical pathology laboratories, but formalin alters many biomolecules, including nucleic acids and proteins. Meanwhile, frozen tissues contain better-preserved biomolecules, but tissue morphology is affected, limiting their diagnostic utility. Molecular fixatives promise to bridge this gap by simultaneously preserving morphology and biomolecules, enabling clinical diagnosis and molecular analyses on the same specimen. While previous reports have broadly evaluated the use of molecular fixative in various human tissues, we present here the first detailed assessment of the applicability of molecular fixative to both routine histopathological diagnosis and molecular analysis of cervical tissues. Ten specimens excised via the loop electrosurgical excision procedure, which removes conical tissue samples from the cervix, were cut into alternating pieces preserved in either formalin or molecular fixative. Cervical specimens preserved in molecular fixative were easily interpretable, despite featuring more eosinophilic cytoplasm and more recognizable chromatin texture than formalin-fixed specimens. Immunohistochemical staining patterns of p16 and Ki-67 were similar between fixatives, although Ki-67 staining was stronger in the molecular fixative specimens. The RNA of molecular fixative specimens from seven cases representing various dysplasia grades was assessed for utility in expression microarray analysis. Cluster analysis and scatter plots of duplicate samples suggest that data of sufficient quality can be obtained from as little as 50ng of RNA from molecular fixative samples. Taken together, our results show that molecular fixative may be a more versatile substitute for formalin, simultaneously preserving tissue morphology for clinical diagnosis and biomolecules for immunohistochemistry and gene expression analysis.


Asunto(s)
Regulación Neoplásica de la Expresión Génica , Microdisección , Proteínas/genética , Neoplasias del Cuello Uterino/genética , Inhibidor p16 de la Quinasa Dependiente de Ciclina , Femenino , Formaldehído , Humanos , Inmunohistoquímica , Antígeno Ki-67/química , Antígeno Ki-67/genética , Análisis por Micromatrices , Proteínas de Neoplasias/química , Proteínas de Neoplasias/genética , Adhesión en Parafina , Proteínas/metabolismo , Neoplasias del Cuello Uterino/patología
17.
Front Neurol ; 15: 1306546, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38440115

RESUMEN

Background: Dopamine transporter single-photon emission computed tomography (DAT-SPECT) is a crucial tool for evaluating patients with Parkinson's disease (PD). However, its implication is limited by inter-site variability in large multisite clinical trials. To overcome the limitation, a conventional prospective correction method employs linear regression with phantom scanning, which is effective yet available only in a prospective manner. An alternative, although relatively underexplored, involves retrospective modeling using a statistical method known as "combatting batch effects when combining batches of gene expression microarray data" (ComBat). Methods: We analyzed DAT-SPECT-specific binding ratios (SBRs) derived from 72 healthy older adults and 81 patients with PD registered in four clinical sites. We applied both the prospective correction and the retrospective ComBat correction to the original SBRs. Next, we compared the performance of the original and two corrected SBRs to differentiate the PD patients from the healthy controls. Diagnostic accuracy was assessed using the area under the receiver operating characteristic curve (AUC-ROC). Results: The original SBRs were 6.13 ± 1.54 (mean ± standard deviation) and 2.03 ± 1.41 in the control and PD groups, respectively. After the prospective correction, the mean SBRs were 6.52 ± 1.06 and 2.40 ± 0.99 in the control and PD groups, respectively. After the retrospective ComBat correction, the SBRs were 5.25 ± 0.89 and 2.01 ± 0.73 in the control and PD groups, respectively, resulting in substantial changes in mean values with fewer variances. The original SBRs demonstrated fair performance in differentiating PD from controls (Hedges's g = 2.76; AUC-ROC = 0.936). Both correction methods improved discrimination performance. The ComBat-corrected SBR demonstrated comparable performance (g = 3.99 and AUC-ROC = 0.987) to the prospectively corrected SBR (g = 4.32 and AUC-ROC = 0.992) for discrimination. Conclusion: Although we confirmed that SBRs fairly discriminated PD from healthy older adults without any correction, the correction methods improved their discrimination performance in a multisite setting. Our results support the utility of harmonization methods with ComBat for consolidating SBR-based diagnosis or stratification of PD in multisite studies. Nonetheless, given the substantial changes in the mean values of ComBat-corrected SBRs, caution is advised when interpreting them.

18.
Am J Physiol Renal Physiol ; 305(11): F1563-73, 2013 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-24089412

RESUMEN

The kidney plays a key role in the maintenance of Mg(2+) homeostasis. Specifically, the distal convoluted tubule (DCT) is instrumental in the fine-tuning of renal Mg(2+) handling. In recent years, hereditary Mg(2+) transport disorders have helped to identify important players in DCT Mg(2+) homeostasis. Nevertheless, several proteins involved in DCT-mediated Mg(2+) reabsorption remain to be discovered, and a full expression profile of this complex nephron segment may facilitate the discovery of new Mg(2+)-related genes. Here, we report Mg(2+)-sensitive expression of the DCT transcriptome. To this end, transgenic mice expressing enhanced green fluorescent protein under a DCT-specific parvalbumin promoter were subjected to Mg(2+)-deficient or Mg(2+)-enriched diets. Subsequently, the Complex Object Parametric Analyzer and Sorter allowed, for the first time, isolation of enhanced green fluorescent protein-positive DCT cells. RNA extracts thereof were analyzed by DNA microarrays comparing high versus low Mg(2+) to identify Mg(2+) regulatory genes. Based on statistical significance and a fold change of at least 2, 46 genes showed differential expression. Several known magnesiotropic genes, such as transient receptor potential cation channel, subfamily M, member 6 (Trpm6), and Parvalbumin, were upregulated under low dietary Mg(2+). Moreover, new genes were identified that are potentially involved in renal Mg(2+) handling. To confirm that the selected candidate genes were regulated by dietary Mg(2+) availability, the expression levels of solute carrier family 41, member 3 (Slc41a3), pterin-4 α-carbinolamine dehydratase/dimerization cofactor of hepatocyte nuclear factor-1α (Pcbd1), TBC1 domain family, member 4 (Tbc1d4), and uromodulin (Umod) were determined by RT-PCR analysis. Indeed, all four genes show significant upregulation in the DCT of mice fed a Mg(2+)-deficient diet. By elucidating the Mg(2+)-sensitive DCT transcriptome, new candidate genes in renal Mg(2+) handling have been identified.


Asunto(s)
Transporte Biológico/genética , Homeostasis/fisiología , Túbulos Renales Distales/metabolismo , Magnesio/metabolismo , Transcriptoma , Animales , Proteínas Portadoras/metabolismo , Ratones , Ratones Endogámicos C57BL , Ratones Transgénicos , Nefronas/metabolismo , Transcriptoma/genética
19.
Biochem Biophys Rep ; 25: 100894, 2021 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-33426313

RESUMEN

MicroRNAs are emerging as critical post-transcriptional modulators in bone remodeling, regulating the functions of osteoblasts and osteoclasts. Intercellular crosstalk between osteoblasts and osteoclasts is mediated by miR-21 that controls the bone homeostasis response, providing potential targets for the maintenance of osteoblast function. The aim of this study was to investigate the effects of miR-21 on osteoblast function, and to explore the underlying mechanism. Increased alkaline phosphatase (ALP) activity and accelerated matrix mineralization was observed in mouse pre-osteoblast MC3T3-E1 cells compared with the non-induction (control) group. MiR-21 positively regulates osteogenic differentiation and mineralization by facilitating the expression of key osteogenic factors (ALP, Runx2, Osteopontin (OPN), Osterix (OSX) and Mef2c) in MC3T3-E1 cells. Furthermore, a deficiency of miR-21 suppresses the expression of those factors at both the mRNA and protein levels, indicating that miR-21 is a positive regulator of osteoblastic differentiation. H-E staining, Azan staining, Masson's Trichrome staining and Toluidine blue staining were performed in jaw and femur tissues of miR-21 knockout (miR-21KO) and wild-type (WT) mice. Immunohistochemical staining revealed substantially lower levels of ALP, Runx2 and OSX expression in jaw and femur tissues of miR-21KO mice. A similar trend was observed in femur tissues using quantitative real-time (RT) PCR. A total of 17 osteogenesis-related mRNAs were found to be differentially expressed in miR-21KO femur tissues using Mouse Gene Expression Microarray analysis. GeneSpring and Ingenuity Pathway Analysis revealed several potential target genes that are involved in bone remodeling, such as IL-1ß and HIF-1α. Several important pathways were determined to be facilitators of miR-21, which provides a reliable reference for future studies to elucidate the biological mechanisms of osteoblast function. Taken together, these results lead us to hypothesize a potential role for miR-21 in regulating osteoblast function, thus representing a potential biomarker of osteogenesis.

20.
PeerJ ; 9: e12081, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34540372

RESUMEN

BACKGROUND: Dysregulation of glycogene expression in cancer can lead to aberrant glycan expression, which can promote tumorigenesis. Cervical cancer (CC) displays an increased expression of glycogenes involved in sialylation and sialylated glycans. Here, we show a comprehensive analysis of glycogene expression in CC to identify glycogene expression signatures and the possible glycosylation pathways altered. METHODS: First, we performed a microarray expression assay to compare glycogene expression changes between normal and cervical cancer tissues. Second, we used 401 glycogenes to analyze glycogene expression in adenocarcinoma and squamous carcinoma from RNA-seq data at the cBioPortal for Cancer Genomics. RESULTS: The analysis of the microarray expression assay indicated that CC displayed an increase in glycogenes related to GPI-anchored biosynthesis and a decrease in genes associated with chondroitin and dermatan sulfate with respect to normal tissue. Also, the glycogene analysis of CC samples by the RNA-seq showed that the glycogenes involved in the chondroitin and dermatan sulfate pathway were downregulated. Interestingly the adenocarcinoma tumors displayed a unique glycogene expression signature compared to squamous cancer that shows heterogeneous glycogene expression divided into six types. Squamous carcinoma type 5 (SCC-5) showed increased expression of genes implicated in keratan and heparan sulfate synthesis, glycosaminoglycan degradation, ganglio, and globo glycosphingolipid synthesis was related to poorly differentiated tumors and poor survival. Squamous carcinoma type 6 (SCC-6) displayed an increased expression of genes involved in chondroitin/dermatan sulfate synthesis and lacto and neolacto glycosphingolipid synthesis and was associated with nonkeratinizing squamous cancer and good survival. In summary, our study showed that CC tumors are not a uniform entity, and their glycome signatures could be related to different clinicopathological characteristics.

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