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2.
J Allergy Clin Immunol ; 147(2): 587-599, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-32540397

RESUMEN

BACKGROUND: Nonsteroidal anti-inflammatory drug-exacerbated respiratory disease (N-ERD) is a chronic inflammatory condition, which is driven by an aberrant arachidonic acid metabolism. Macrophages are major producers of arachidonic acid metabolites and subject to metabolic reprogramming, but they have been neglected in N-ERD. OBJECTIVE: This study sought to elucidate a potential metabolic and epigenetic macrophage reprogramming in N-ERD. METHODS: Transcriptional, metabolic, and lipid mediator profiles in macrophages from patients with N-ERD and healthy controls were assessed by RNA sequencing, Seahorse assays, and LC-MS/MS. Metabolites in nasal lining fluid, sputum, and plasma from patients with N-ERD (n = 15) and healthy individuals (n = 10) were quantified by targeted metabolomics analyses. Genome-wide methylomics were deployed to define epigenetic mechanisms of macrophage reprogramming in N-ERD. RESULTS: This study shows that N-ERD monocytes/macrophages exhibit an overall reduction in DNA methylation, aberrant metabolic profiles, and an increased expression of chemokines, indicative of a persistent proinflammatory activation. Differentially methylated regions in N-ERD macrophages included genes involved in chemokine signaling and acylcarnitine metabolism. Acylcarnitines were increased in macrophages, sputum, nasal lining fluid, and plasma of patients with N-ERD. On inflammatory challenge, N-ERD macrophages produced increased levels of acylcarnitines, proinflammatory arachidonic acid metabolites, cytokines, and chemokines as compared to healthy macrophages. CONCLUSIONS: Together, these findings decipher a proinflammatory metabolic and epigenetic reprogramming of macrophages in N-ERD.


Asunto(s)
Antiinflamatorios no Esteroideos/efectos adversos , Asma/inmunología , Macrófagos/inmunología , Pólipos Nasales/inmunología , Antiinflamatorios no Esteroideos/inmunología , Asma/inducido químicamente , Humanos , Memoria Inmunológica/inmunología , Activación de Macrófagos/inmunología , Macrófagos/metabolismo , Pólipos Nasales/inducido químicamente
4.
J Biomed Inform ; 60: 224-33, 2016 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-26911524

RESUMEN

OBJECTIVE: To design a new semantically interoperable clinical repository, based on ontologies, conforming to CEN/ISO 13606 standard. MATERIALS AND METHODS: The approach followed is to extend OntoCRF, a framework for the development of clinical repositories based on ontologies. The meta-model of OntoCRF has been extended by incorporating an OWL model integrating CEN/ISO 13606, ISO 21090 and SNOMED CT structure. RESULTS: This approach has demonstrated a complete evaluation cycle involving the creation of the meta-model in OWL format, the creation of a simple test application, and the communication of standardized extracts to another organization. DISCUSSION: Using a CEN/ISO 13606 based system, an indefinite number of archetypes can be merged (and reused) to build new applications. Our approach, based on the use of ontologies, maintains data storage independent of content specification. With this approach, relational technology can be used for storage, maintaining extensibility capabilities. CONCLUSIONS: The present work demonstrates that it is possible to build a native CEN/ISO 13606 repository for the storage of clinical data. We have demonstrated semantic interoperability of clinical information using CEN/ISO 13606 extracts.


Asunto(s)
Ontologías Biológicas , Registros Electrónicos de Salud/normas , Almacenamiento y Recuperación de la Información , Algoritmos , Control de Formularios y Registros/normas , Humanos , Internet , Lenguajes de Programación , Semántica , Programas Informáticos , Systematized Nomenclature of Medicine , Integración de Sistemas
5.
PLoS One ; 10(2): e0116718, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-25665127

RESUMEN

BACKGROUND: In order to retrieve useful information from scientific literature and electronic medical records (EMR) we developed an ontology specific for Multiple Sclerosis (MS). METHODS: The MS Ontology was created using scientific literature and expert review under the Protégé OWL environment. We developed a dictionary with semantic synonyms and translations to different languages for mining EMR. The MS Ontology was integrated with other ontologies and dictionaries (diseases/comorbidities, gene/protein, pathways, drug) into the text-mining tool SCAIView. We analyzed the EMRs from 624 patients with MS using the MS ontology dictionary in order to identify drug usage and comorbidities in MS. Testing competency questions and functional evaluation using F statistics further validated the usefulness of MS ontology. RESULTS: Validation of the lexicalized ontology by means of named entity recognition-based methods showed an adequate performance (F score = 0.73). The MS Ontology retrieved 80% of the genes associated with MS from scientific abstracts and identified additional pathways targeted by approved disease-modifying drugs (e.g. apoptosis pathways associated with mitoxantrone, rituximab and fingolimod). The analysis of the EMR from patients with MS identified current usage of disease modifying drugs and symptomatic therapy as well as comorbidities, which are in agreement with recent reports. CONCLUSION: The MS Ontology provides a semantic framework that is able to automatically extract information from both scientific literature and EMR from patients with MS, revealing new pathogenesis insights as well as new clinical information.


Asunto(s)
Ontologías Biológicas , Registros Electrónicos de Salud , Almacenamiento y Recuperación de la Información , Esclerosis Múltiple/clasificación , PubMed , Antineoplásicos/uso terapéutico , Antirreumáticos/uso terapéutico , Biología Computacional/métodos , Clorhidrato de Fingolimod/uso terapéutico , Humanos , Inmunosupresores/uso terapéutico , Descubrimiento del Conocimiento , Mitoxantrona/uso terapéutico , Esclerosis Múltiple/tratamiento farmacológico , Rituximab/uso terapéutico
6.
JMIR Med Inform ; 2(2): e14, 2014 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-25599697

RESUMEN

BACKGROUND: The health sciences are based upon information. Clinical information is usually stored and managed by physicians with precarious tools, such as spreadsheets. The biomedical domain is more complex than other domains that have adopted information and communication technologies as pervasive business tools. Moreover, medicine continuously changes its corpus of knowledge because of new discoveries and the rearrangements in the relationships among concepts. This scenario makes it especially difficult to offer good tools to answer the professional needs of researchers and constitutes a barrier that needs innovation to discover useful solutions. OBJECTIVE: The objective was to design and implement a framework for the development of clinical data repositories, capable of facing the continuous change in the biomedicine domain and minimizing the technical knowledge required from final users. METHODS: We combined knowledge management tools and methodologies with relational technology. We present an ontology-based approach that is flexible and efficient for dealing with complexity and change, integrated with a solid relational storage and a Web graphical user interface. RESULTS: Onto Clinical Research Forms (OntoCRF) is a framework for the definition, modeling, and instantiation of data repositories. It does not need any database design or programming. All required information to define a new project is explicitly stated in ontologies. Moreover, the user interface is built automatically on the fly as Web pages, whereas data are stored in a generic repository. This allows for immediate deployment and population of the database as well as instant online availability of any modification. CONCLUSIONS: OntoCRF is a complete framework to build data repositories with a solid relational storage. Driven by ontologies, OntoCRF is more flexible and efficient to deal with complexity and change than traditional systems and does not require very skilled technical people facilitating the engineering of clinical software systems.

7.
BMC Genomics ; 14: 371, 2013 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-23724959

RESUMEN

BACKGROUND: Epidermal Growth Factor (EGF) plays an important function in the regulation of cell growth, proliferation, and differentiation by binding to its receptor (EGFR) and providing cancer cells with increased survival responsiveness. Signal transduction carried out by EGF has been extensively studied at both transcriptional and post-transcriptional levels. Little is known about the involvement of microRNAs (miRNAs) in the EGF signaling pathway. miRNAs have emerged as major players in the complex networks of gene regulation, and cancer miRNA expression studies have evidenced a direct involvement of miRNAs in cancer progression. RESULTS: In this study, we have used an integrative high content analysis approach to identify the specific miRNAs implicated in EGF signaling in HeLa cells as potential mediators of cancer mediated functions. We have used microarray and deep-sequencing technologies in order to obtain a global view of the EGF miRNA transcriptome with a robust experimental cross-validation. By applying a procedure based on Rankprod tests, we have delimited a solid set of EGF-regulated miRNAs. After validating regulated miRNAs by reverse transcription quantitative PCR, we have derived protein networks and biological functions from the predicted targets of the regulated miRNAs to gain insight into the potential role of miRNAs in EGF-treated cells. In addition, we have analyzed sequence heterogeneity due to editing relative to the reference sequence (isomiRs) among regulated miRNAs. CONCLUSIONS: We propose that the use of global genomic miRNA cross-validation derived from high throughput technologies can be used to generate more reliable datasets inferring more robust networks of co-regulated predicted miRNA target genes.


Asunto(s)
Factor de Crecimiento Epidérmico/farmacología , Genómica/métodos , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , MicroARNs/genética , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Silenciador del Gen , Marcación de Gen , Células HeLa , Humanos , Análisis de Secuencia de ARN , Transducción de Señal/efectos de los fármacos , Transducción de Señal/genética , Transcripción Genética/efectos de los fármacos , Transcripción Genética/genética
8.
BMC Genomics ; 12: 326, 2011 Jun 23.
Artículo en Inglés | MEDLINE | ID: mdl-21699700

RESUMEN

BACKGROUND: Epidermal Growth Factor (EGF) is a key regulatory growth factor activating many processes relevant to normal development and disease, affecting cell proliferation and survival. Here we use a combined approach to study the EGF dependent transcriptome of HeLa cells by using multiple long oligonucleotide based microarray platforms (from Agilent, Operon, and Illumina) in combination with digital gene expression profiling (DGE) with the Illumina Genome Analyzer. RESULTS: By applying a procedure for cross-platform data meta-analysis based on RankProd and GlobalAncova tests, we establish a well validated gene set with transcript levels altered after EGF treatment. We use this robust gene list to build higher order networks of gene interaction by interconnecting associated networks, supporting and extending the important role of the EGF signaling pathway in cancer. In addition, we find an entirely new set of genes previously unrelated to the currently accepted EGF associated cellular functions. CONCLUSIONS: We propose that the use of global genomic cross-validation derived from high content technologies (microarrays or deep sequencing) can be used to generate more reliable datasets. This approach should help to improve the confidence of downstream in silico functional inference analyses based on high content data.


Asunto(s)
Factor de Crecimiento Epidérmico/farmacología , Perfilación de la Expresión Génica , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Análisis de Secuencia de ADN/métodos , Células HeLa , Humanos , Metaanálisis como Asunto , Redes y Vías Metabólicas/genética , Metalotioneína/genética , Metalotioneína/metabolismo , Transducción de Señal , Programas Informáticos
9.
Mol Immunol ; 45(11): 3152-62, 2008 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-18433871

RESUMEN

Rearrangement analysis of immunoglobulin genes is an exceptional opportunity to look back at the B lymphocyte differentiation during ontogeny and the subsequent immune response, and thus to study the selective pressures involved in autoimmune disorders. In a recent study to characterize the antigenic specificity of B lymphocytes during T1D progression, we generated hybridomas of islet-infiltrating B lymphocytes from NOD mice and other related strains developing insulitis, but with different degrees of susceptibility to T1D. We found that a sizable proportion of hybridomas produced monoclonal antibodies reactive to peripherin, an intermediate filament protein mainly found in the peripheral nervous system. Moreover, we found that anti-peripherin antibody-producing hybridomas originated from B lymphocytes that had undergone immunoglobulin class switch recombination, a characteristic of secondary immune response. Therefore, in the present study we performed immunoglobulin VL and VH analysis of these hybridomas to ascertain whether they were derived from B lymphocytes that had undergone antigen-driven selection. The results indicated that whereas some anti-peripherin hybridomas showed signs of oligoclonality, somatic hypermutation and/or secondary rearrangements (receptor edition and receptor revision), others seemed to directly derive from the preimmune repertoire. In view of these results, we conclude that anti-peripherin B lymphocytes are positively selected and primed in the course of T1D development in NOD mice, and reinforce the idea that peripherin is a relevant autoantigen targeted during T1D development in this animal model.


Asunto(s)
Linfocitos B/inmunología , Linfocitos B/patología , Diabetes Mellitus/inmunología , Proteínas de Filamentos Intermediarios/inmunología , Glicoproteínas de Membrana/inmunología , Proteínas del Tejido Nervioso/inmunología , Selección Genética , Secuencia de Aminoácidos , Animales , Anticuerpos/inmunología , Células Clonales , Regiones Determinantes de Complementariedad/química , Diabetes Mellitus/patología , Reordenamiento Génico de Linfocito B/inmunología , Hibridomas/inmunología , Cadenas Pesadas de Inmunoglobulina/genética , Cadenas Pesadas de Inmunoglobulina/inmunología , Región Variable de Inmunoglobulina/genética , Región Variable de Inmunoglobulina/inmunología , Ratones , Ratones Endogámicos NOD , Datos de Secuencia Molecular , Mutación/genética , Periferinas , Hipermutación Somática de Inmunoglobulina/inmunología
10.
J Immunol ; 178(10): 6533-9, 2007 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-17475883

RESUMEN

Most of our knowledge of the antigenic repertoire of autoreactive B lymphocytes in type 1 diabetes (T1D) comes from studies on the antigenic specificity of both circulating islet-reactive autoantibodies and peripheral B lymphocyte hybridomas generated from human blood or rodent spleen. In a recent study, we generated hybridoma cell lines of infiltrating B lymphocytes from different mouse strains developing insulitis, but with different degrees of susceptibility to T1D, to characterize the antigenic specificity of islet-infiltrating B lymphocytes during progression of the disease. We found that many hybridomas produced mAbs restricted to the peripheral nervous system (PNS), thus indicating an active B lymphocyte response against PNS elements in the pancreatic islet during disease development. The aim of this study was to identify the autoantigen recognized by these anti-PNS mAbs. Our results showed that peripherin is the autoantigen recognized by all anti-PNS mAbs, and, therefore, a relevant neuroendocrine autoantigen targeted by islet-infiltrating B lymphocytes. Moreover, we discovered that the immune dominant epitope of this B lymphocyte immune response is found at the C-terminal end of Per58 and Per61 isoforms. In conclusion, our study strongly suggests that peripherin is a major autoantigen targeted during T1D development and poses a new question on why peripherin-specific B lymphocytes are mainly attracted to the islet during disease.


Asunto(s)
Autoantígenos/metabolismo , Subgrupos de Linfocitos B/inmunología , Subgrupos de Linfocitos B/metabolismo , Movimiento Celular/inmunología , Proteínas de Filamentos Intermediarios/inmunología , Proteínas de Filamentos Intermediarios/metabolismo , Islotes Pancreáticos/inmunología , Islotes Pancreáticos/metabolismo , Glicoproteínas de Membrana/inmunología , Glicoproteínas de Membrana/metabolismo , Proteínas del Tejido Nervioso/inmunología , Proteínas del Tejido Nervioso/metabolismo , Animales , Anticuerpos Monoclonales/metabolismo , Autoantígenos/inmunología , Subgrupos de Linfocitos B/patología , Línea Celular Tumoral , Diabetes Mellitus Tipo 1/inmunología , Diabetes Mellitus Tipo 1/metabolismo , Diabetes Mellitus Tipo 1/patología , Epítopos de Linfocito B/inmunología , Epítopos de Linfocito B/metabolismo , Femenino , Hibridomas , Insulinoma/inmunología , Insulinoma/metabolismo , Islotes Pancreáticos/patología , Masculino , Ratones , Ratones Endogámicos NOD , Neuroblastoma/inmunología , Neuroblastoma/metabolismo , Fragmentos de Péptidos/inmunología , Fragmentos de Péptidos/metabolismo , Periferinas , Isoformas de Proteínas/inmunología , Isoformas de Proteínas/metabolismo
11.
Diabetes ; 56(4): 940-9, 2007 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-17395741

RESUMEN

B-cells participate in the autoimmune response that precedes the onset of type 1 diabetes, but how these cells contribute to disease progression is unclear. In this study, we analyzed the phenotype and functional characteristics of islet-infiltrating B-cells in the diabetes-prone NOD mouse and in the insulitis-prone but diabetes-resistant (NOD x NOR)F1 mouse. The results indicate that B-cells accumulate in the islets of both mice influenced by sex traits. Phenotypically and functionally, these B-cells are highly affected by the islet inflammatory milieu, which may keep them in a silenced status. Moreover, although islet-infiltrating B-cells seem to be antigen experienced, they can only induce islet-infiltrating T-cell proliferation when they act as accessory cells. Thus, these results strongly suggest that islet-infiltrating B-cells do not activate islet-infiltrating T-cells in situ, although they may affect the progression of the disease otherwise.


Asunto(s)
Células Secretoras de Insulina/citología , Células Secretoras de Insulina/inmunología , Linfocitos T/inmunología , Animales , Técnicas de Cultivo de Célula , Citocinas/genética , Diabetes Mellitus Tipo 1/inmunología , Femenino , Citometría de Flujo , Perfilación de la Expresión Génica , Islotes Pancreáticos/citología , Activación de Linfocitos , Ratones , Ratones Endogámicos BALB C , Ratones Endogámicos NOD
12.
Todo hosp ; (218): 385-393, jul.-ago. 2005. ilus
Artículo en Español | IBECS | ID: ibc-59716

RESUMEN

El avance del registro informatizado de los procesos y de su representación en sistemas electrónicos es imparable. Sin embargo, en el sector sanitario sigue siendo una asignatura pendiente, especialmente en los hospitales. Las causas son multifactoriales. La tecnología ocupa tan solo una pequeña parte que puede ser resuelta, mientras que la mayoría de problemas tiene su origen en la falta de análisis sobre el alcance de este proceso y su entronque con la práctica asistencial tradicional. Además aparecen nuevas posibilidades asistenciales merced a la tecnología que requieren nuevos modelos de trabajo en los que aún no se tiene experiencia. En este artículo se pretende poner de manifiesto algunas de estas barreras y dar pistas sobre su posible solución fruto de la experiencia y de la revisión de la literatura (AU)


In this article the authors show that the computerised record of processes and their representation in electronic systems in the health sector remains an unresolved issue, particularly in hospitals (AU)


Asunto(s)
Sistemas de Información/organización & administración , Sistemas de Información/provisión & distribución , Sistemas de Información/normas , Registros Médicos/normas , Informática Médica/métodos , Informática Médica/organización & administración , Sistemas de Información/tendencias , Barreras de Comunicación
13.
Diabetes ; 54(1): 69-77, 2005 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-15616012

RESUMEN

B-cells accumulate in pancreatic islets during the autoimmune response that precedes the onset of type 1 diabetes. However, the role and antigenic specificity of these cells remain a mystery. To elucidate the antigenic repertoire of islet-infiltrating B-cells in type 1 diabetes, we generated hybridoma cell lines of islet-infiltrating B-cells from nonobese diabetic (NOD) mice and NOD mice expressing a diabetogenic T-cell receptor (8.3-NOD). Surprisingly, characterization of the tissue specificity of the antibodies secreted by these cells revealed that a predominant fraction of these hybridomas produce antibodies specific for the pancreatic nervous system. Similar results were obtained with B-cell hybridomas derived from mild insulinic lesions of diabetes-resistant (NOD x NOR)F1 and 8.3-(NOD x NOR)F1 mice. Immunoglobulin class analyses further indicated that most islet-derived hybridomas had arisen from B-cells that had undergone immunoglobulin class switch recombination, suggesting that islet-associated B-cells are involved in active, T-helper-driven immune responses against local antigenic targets. This is the first evidence showing the existence of a predominant active B-cell response in situ against pancreatic nervous system elements in diabetogenesis. Our data are consistent with the idea that this B-cell response precedes the progression of insulitis to overt diabetes, thus strongly supporting the idea that pancreatic nervous system elements are early targets in type 1 diabetes.


Asunto(s)
Diabetes Mellitus Tipo 1/patología , Islotes Pancreáticos/patología , Sistema Nervioso/patología , Animales , Cruzamientos Genéticos , Diabetes Mellitus Tipo 1/clasificación , Diabetes Mellitus Tipo 1/genética , Diabetes Mellitus Tipo 1/inmunología , Femenino , Hibridomas , Inmunoglobulinas/genética , Masculino , Ratones , Ratones Endogámicos NOD
14.
J Immunol ; 173(11): 6667-75, 2004 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-15557158

RESUMEN

Genetic and environmental factors are decisive in the etiology of type 1 diabetes. Viruses have been proposed as a triggering environmental event and some evidences have been reported: type I IFNs exist in the pancreata of diabetic patients and transgenic mice expressing these cytokines in beta cells develop diabetes. To determine the role of IFNbeta in diabetes, we studied transgenic mice expressing human IFNbeta in the beta cells. Autoimmune features were found: MHC class I islet hyperexpression, T and B cells infiltrating the islets and transfer of the disease by lymphocytes. Moreover, the expression of beta(2)-microglobulin, preproinsulin, and glucagon in the thymus was not altered by IFNbeta, thus suggesting that the disease is caused by a local effect of IFNbeta, strong enough to break the peripheral tolerance to beta cells. This is the first report of the generation of NOD (a model of spontaneous autoimmune diabetes) and nonobese-resistant (its homologous resistant) transgenic mice expressing a type I IFN in the islets: transgenic NOD and nonobese-resistant mice developed accelerated autoimmune diabetes with a high incidence of the disease. These results indicate that the antiviral cytokine IFNbeta breaks peripheral tolerance to beta cells, influences the insulitis progression and contributes to autoimmunity in diabetes and nondiabetes- prone mice.


Asunto(s)
Diabetes Mellitus Tipo 1/inmunología , Interferón beta/farmacología , Autotolerancia , Edad de Inicio , Animales , Autoanticuerpos/análisis , Diabetes Mellitus Tipo 1/epidemiología , Diabetes Mellitus Tipo 1/genética , Diabetes Mellitus Tipo 1/patología , Progresión de la Enfermedad , Predisposición Genética a la Enfermedad , Humanos , Incidencia , Insulina/genética , Interferón beta/biosíntesis , Islotes Pancreáticos/inmunología , Islotes Pancreáticos/metabolismo , Islotes Pancreáticos/patología , Subgrupos Linfocitarios/inmunología , Ratones , Ratones Endogámicos C57BL , Ratones Endogámicos NOD , Ratones SCID , Ratones Transgénicos , Regiones Promotoras Genéticas , Ratas , Autotolerancia/genética , Bazo/citología , Bazo/inmunología , Timo/citología , Timo/inmunología
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