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1.
Acta Pharmacol Sin ; 45(10): 2077-2091, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-38862817

RESUMEN

Suppression of neuroinflammation using small molecule compounds targeting the key pathways in microglial inflammation has attracted great interest. Recently, increasing attention has been gained to the role of the second bromodomain (BD2) of the bromodomain and extra-terminal (BET) proteins, while its effect and molecular mechanism on microglial inflammation has not yet been explored. In this study, we evaluated the therapeutic effects of ABBV-744, a BD2 high selective BET inhibitor, on lipopolysaccharide (LPS)-induced microglial inflammation in vitro and in vivo, and explored the key pathways by which ABBV-744 regulated microglia-mediated neuroinflammation. We found that pretreatment of ABBV-744 concentration-dependently inhibited the expression of LPS-induced inflammatory mediators/enzymes including NO, TNF-α, IL-1ß, IL-6, iNOS, and COX-2 in BV-2 microglial cells. These effects were validated in LPS-treated primary microglial cells. Furthermore, we observed that administration of ABBV-744 significantly alleviated LPS-induced activation of microglia and transcriptional levels of pro-inflammatory factors TNF-α and IL-1ß in mouse hippocampus and cortex. RNA-Sequencing (RNA-seq) analysis revealed that ABBV-744 induced 508 differentially expressed genes (DEGs) in LPS-stimulated BV-2 cells, and gene enrichment and gene expression network analysis verified its regulation on activated microglial genes and inflammatory pathways. We demonstrated that pretreatment of ABBV-744 significantly reduced the expression levels of basic leucine zipper ATF-like transcription factor 2 (BATF2) and interferon regulatory factor 4 (IRF4), and suppressed JAK-STAT signaling pathway in LPS-stimulated BV-2 cells and mice, suggesting that the anti-neuroinflammatory effect of ABBV-744 might be associated with regulation of BATF2-IRF4-STAT1/3/5 pathway, which was confirmed by gene knockdown experiments. This study demonstrates the effect of a BD2 high selective BET inhibitor, ABBV-744, against microglial inflammation, and reveals a BATF2-IRF4-STAT1/3/5 pathway in regulation of microglial inflammation, which might provide new clues for discovery of effective therapeutic strategy against neuroinflammation.


Asunto(s)
Lipopolisacáridos , Ratones Endogámicos C57BL , Microglía , Enfermedades Neuroinflamatorias , Animales , Lipopolisacáridos/farmacología , Microglía/efectos de los fármacos , Microglía/metabolismo , Ratones , Enfermedades Neuroinflamatorias/tratamiento farmacológico , Enfermedades Neuroinflamatorias/metabolismo , Masculino , Factores de Transcripción con Cremalleras de Leucina de Carácter Básico/metabolismo , Transducción de Señal/efectos de los fármacos , Antiinflamatorios/farmacología , Antiinflamatorios/uso terapéutico , Células Cultivadas , Inflamación/tratamiento farmacológico , Inflamación/metabolismo , Inflamación/inducido químicamente , Línea Celular , Proteínas del Tejido Nervioso , Receptores de Superficie Celular , Factores Reguladores del Interferón
2.
Chem Biodivers ; 21(2): e202301584, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-38163253

RESUMEN

XY153 is a promising BET BD2 inhibitor with an IC50 value of 0.79 nM against BRD4 BD2. It shows 354-fold selectivity over BRD4-BD1 and 6-fold selectivity over other BET BD2 domains. However, the reported synthesis route of XY153 and its derivatives are extremely poor-yielding. After the synthesis of three key fragments, XY153 can only be obtained with a yield of 1.3 % in the original four-step reaction. In this study, we reported a three-step alternative route in the synthesis process of XY153. The reaction conditions for this route were thoroughly investigated and optimized, resulting in a significantly improved yield of 61.5 %. This efficient synthesis route establishes a robust chemical foundation for the rapid synthesis of XY153 derivatives as BET BD2 inhibitors in the near future.


Asunto(s)
Antineoplásicos , Factores de Transcripción , Factores de Transcripción/química , Proteínas Nucleares/química , Proteínas de Ciclo Celular
3.
Bioorg Chem ; 140: 106833, 2023 11.
Artículo en Inglés | MEDLINE | ID: mdl-37683545

RESUMEN

Bromodomain and extraterminal (BET) proteins have the ability to bind to acetylated lysine residues present in both histones and non-histone proteins. This binding is facilitated by the presence of tandem bromodomains. The regulatory role of BET proteins extends to chromatin dynamics, cellular processes, and disease progression. The BET family comprises of BRD 2, 3, 4 and BRDT. The BET proteins are a class of epigenetic readers that regulate the transcriptional activity of a multitude of genes that are involved in the pathogenesis of cancer. Thus, targeting BET proteins has been identified as a potentially efficacious approach for the treatment of cancer. BET inhibitors (BETis) are known to interfere with the binding of BET proteins to acetylated lysine residues of chromatin, thereby leading to the suppression of transcription of several genes, including oncogenic transcription factors. Here in this review, we focus on role of Bromodomain and extra C-terminal (BET) proteins in cancer progression. Furthermore, numerous small-molecule inhibitors with pan-BET activity have been documented, with certain compounds currently undergoing clinical assessment. However, it is apparent that the clinical effectiveness of the present BET inhibitors is restricted, prompting the exploration of novel technologies to enhance their clinical outcomes and mitigate undesired adverse effects. Thus, strategies like development of selective BET-BD1, & BD2 inhibitors, dual and acting BET are also presented in this review and attempts to cover the chemistry needed for proper establishment of designed molecules into BRD have been made. Moreover, the review attempts to summarize the details of research till date and proposes a space for future development of BET inhibitor with diminished side effects. It can be concluded that discovery of isoform selective BET inhibitors can be a way forward in order to develop BET inhibitors with negligible side effects.


Asunto(s)
Proteínas que Contienen Bromodominio , Lisina , Neoplasias , Humanos , Cromatina , Epigénesis Genética , Histonas , Neoplasias/tratamiento farmacológico
4.
Exposome ; 3(1)2023.
Artículo en Inglés | MEDLINE | ID: mdl-38550543

RESUMEN

Environmental factors affecting health and vulnerability far outweigh genetics in accounting for disparities in health status and longevity in US communities. The concept of the exposome, the totality of exposure from conception onwards, provides a paradigm for researchers to investigate the complex role of the environment on the health of individuals. We propose a complementary framework, community-level exposomics, for population-level exposome assessment. The goal is to bring the exposome paradigm to research and practice on the health of populations, defined by various axes including geographic, social, and occupational. This framework includes the integration of community-level measures of the built, natural and social environments, environmental pollution-derived from conventional and community science approaches, internal markers of exposure that can be measured at the population-level and early responses associated with health status that can be tracked using population-based monitoring. Primary challenges to the implementation of the proposed framework include needed advancements in population-level measurement, lack of existing models with the capability to produce interpretable and actionable evidence and the ethical considerations of labeling geographically-bound populations by exposomic profiles. To address these challenges, we propose a set of recommendations that begin with greater engagement with and empowerment of affected communities and targeted investment in community-based solutions. Applications to urban settings and disaster epidemiology are discussed as examples for implementation.

5.
Artículo en Inglés | MEDLINE | ID: mdl-35897436

RESUMEN

During the 2015-2016 Zika Virus (ZIKV) epidemic in Brazil, the geographical distributions of ZIKV infection and microcephaly outbreaks did not align. This raised doubts about the virus as the single cause of the microcephaly outbreak and led to research hypotheses of alternative explanatory factors, such as environmental variables and factors, agrochemical use, or immunizations. We investigated context and the intermediate and structural determinants of health inequalities, as well as social environment factors, to determine their interaction with ZIKV-positive- and ZIKV-negative-related microcephaly. The results revealed the identification of 382 associations among 382 nonredundant variables of Zika surveillance, including multiple determinants of environmental public health factors and variables obtained from 5565 municipalities in Brazil. This study compared those factors and variables directly associated with microcephaly incidence positive to ZIKV and those associated with microcephaly incidence negative to ZIKV, respectively, and mapped them in case and control subnetworks. The subnetworks of factors and variables associated with low birth weight and birthweight where birth incidence served as an additional control were also mapped. Non-significant differences in factors and variables were observed, as were weights of associations between microcephaly incidence, both positive and negative to ZIKV, which revealed diagnostic inaccuracies that translated to the underestimation of the scope of the ZIKV outbreak. A detailed analysis of the patterns of association does not support a finding that vaccinations contributed to microcephaly, but it does raise concerns about the use of agrochemicals as a potential factor in the observed neurotoxicity arising from the presence of heavy metals in the environment and microcephaly not associated with ZIKV. Summary: A comparative network inferential analysis of the patterns of variables and factors associated with Zika virus infections in Brazil during 2015-2016 coinciding with a microcephaly epidemic identified multiple contributing determinants. This study advances our understanding of the cumulative interactive effects of exposures to chemical and non-chemical stressors in the built, natural, physical, and social environments on adverse pregnancy and health outcomes in vulnerable populations.


Asunto(s)
Microcefalia , Infección por el Virus Zika , Virus Zika , Macrodatos , Brasil/epidemiología , Femenino , Humanos , Incidencia , Microcefalia/etiología , Embarazo , Infección por el Virus Zika/complicaciones , Infección por el Virus Zika/diagnóstico , Infección por el Virus Zika/epidemiología
6.
Am J Clin Exp Urol ; 8(4): 129-132, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32929408

RESUMEN

Within the last decade, bromodomain and extraterminal (BET) domain inhibitors were introduced as the first in a wave of new agents known as bromodomain inhibitors. These original examples exhibited anti-inflammatory and anticancer properties, and some have progressed to human clinical trials. BET proteins and their conserved N-terminal bromodomains, BD1 and BD2, have been implicated in the regulation of transcription. The early-generation BET inhibitors showed equal affinity for BD1 and BD2, and therefore the differential roles of BD1 and BD2 remain poorly understood. A recent study published in Science by Gilan et al. outlines the transcriptional and phenotypic effects of inhibiting BD1 and BD2 individually, specifically in the context of cancer and immunoinflammatory pathologies. These findings suggest that BD1 and BD2 have separate and distinct roles in transcriptional regulation, and that BD1- and BD2-selective agents may exhibit higher clinical efficacies in solid tumors, such as prostate cancer, with fewer off-target side effects seen with early generation compounds.

7.
Curr Opin Chem Biol ; 57: 184-193, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32741705

RESUMEN

Cancer and inflammation are strongly interconnected processes. Chronic inflammatory pathologies can be at the heart of tumor development; similarly, tumor-elicited inflammation is a consequence of many cancers. The mechanistic interdependence between cancer and inflammatory pathologies points toward common protein effectors which represent potential shared targets for pharmacological intervention. Epigenetic mechanisms often drive resistance to cancer therapy and immunomodulatory strategies. The bromodomain and extraterminal domain (BET) proteins are epigenetic adapters which play a major role in controlling cell proliferation and the production of inflammatory mediators. A plethora of small molecules aimed at inhibiting BET protein function to treat cancer and inflammatory diseases have populated academic and industry efforts in the last 10 years. In this review, we will discuss recent pharmacological approaches aimed at targeting a single or a subset of the eight bromodomains within the BET family which have the potential to tease apart clinical efficacy and safety signals of BET inhibitors.


Asunto(s)
Antineoplásicos/farmacología , Enfermedades del Sistema Inmune/tratamiento farmacológico , Inflamación/tratamiento farmacológico , Neoplasias/tratamiento farmacológico , Proteínas/antagonistas & inhibidores , Bibliotecas de Moléculas Pequeñas/farmacología , Animales , Antineoplásicos/química , Descubrimiento de Drogas , Humanos , Enfermedades del Sistema Inmune/metabolismo , Factores Inmunológicos/química , Factores Inmunológicos/farmacología , Inflamación/metabolismo , Terapia Molecular Dirigida , Neoplasias/metabolismo , Dominios Proteicos/efectos de los fármacos , Proteínas/metabolismo , Bibliotecas de Moléculas Pequeñas/química
8.
Biotechnol Rep (Amst) ; 25: e00397, 2020 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-31853445

RESUMEN

2,3-Butanediol (2,3-BD) is a propitious compound with many industrial uses ranging from rubber, fuels, and cosmetics to food additives. Its microbial production has especially attracted as an alternative way to the petroleum-based production. However, 2,3-BD production has always been hampered by low yields and high production costs. The enhanced production of 2,3-butanediol requires screening of the best strains and a systematic optimization of fermentation conditions. Moreover, the metabolic pathway engineering is essential to achieve the best results and minimize the production costs by rendering the strains to use efficiently low cost substrates. This review is to provide up-to-date information on the current strategies and parameters for the enhanced microbial production of 2,3-BD.

9.
Eur J Med Chem ; 182: 111633, 2019 Nov 15.
Artículo en Inglés | MEDLINE | ID: mdl-31461688

RESUMEN

Recently, selective inhibition of BET BD2 is emerging as a promising strategy for drug discovery. Despite significant progress in this area, systematic studies of selective BET BD2 inhibitors are still few. In this study, we report the discovery of a potent and selective BET BD2 inhibitor BY27 (47). Our high resolution co-crystal structures of 47/BRD2 BD1 and BD2 showed that the triazole group of 47, water molecules, H433 and N429 in BRD2 BD2 established a water-bridged H-bonding network, which is responsible for the observed selectivities. DNA microarray analysis of HepG2 cells treated with 47 or OTX015 demonstrated the transcriptome impact differences between a BET BD2 selective inhibitor and a pan BET inhibitor. In a MV4-11 mouse xenograft model, 47 caused 67% of tumor growth inhibition and was less toxic than a pan BET inhibitor 1 at high doses. We conclude that the improved safety profile of selective BET BD2 inhibitors warrant future studies in BET associated diseases.


Asunto(s)
Azepinas/química , Descubrimiento de Drogas , Proteínas/antagonistas & inhibidores , Pirazoles/química , Animales , Azepinas/síntesis química , Azepinas/farmacología , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Cristalografía por Rayos X , Relación Dosis-Respuesta a Droga , Células Hep G2 , Humanos , Ratones , Ratones Endogámicos BALB C , Ratones Desnudos , Modelos Moleculares , Estructura Molecular , Neoplasias Experimentales/tratamiento farmacológico , Neoplasias Experimentales/metabolismo , Neoplasias Experimentales/patología , Dominios Proteicos , Proteínas/metabolismo , Pirazoles/síntesis química , Pirazoles/farmacología , Relación Estructura-Actividad
10.
Exp Ther Med ; 16(5): 3965-3972, 2018 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-30402146

RESUMEN

In order to develop a secure and competent technique to express the human immune gene for fighting infections, we cloned and expressed the BD2/3 using VR1020 (a eukaryotic expression plasmid). BD2/3 contains human ß-defensin 2 (BD2) and human BD3. To explore safe and effective DNA delivery molecules in vitro and in vivo, the fusion genes of BD2/3 were used as an immune-labelled gene to verify transfection effectivness of modified chitosan (CS). Plasmid of VR1020-BD2/3 was packed with biomaterials: CS, average molecular weight: 25000D; polyethylene glycol-O-chitosan-polyethylenimine (PEG-O-CS-PEI); liposomes (LP); polyamine cationic liposomes (PCL); polyamine cationic liposomes of protamine (PCL-protamine) by ionotropic gelation. We observed that BD2/3 fusion gene showed high bioactivity in vitro and in vivo. The BD2/3 fusion protein inhibited the proliferation of bacteria (S. aureus, S. pneumoniae, P. aeruginosa and E. coli). The Kunming mice were immune to these nanoparticles and we analyzed their delivery efficiency and gene expression effect. BD2/3 results in multiple changes of innate and required immune system of mice. BD2/3 increases expression of IgG, IgG1, IgG2a, IL-2, IL-6, IFN-γ, as well as of lymphocytes and monocytes. Following challenge with virulent E. coli, CD4+ and CD8+ positive T-cell counts were highly elevated in the BD2/3 immunized mice, resulting in higher survival rates of mice. These results indicate that nanoparticles containing modified CS and BD2/3 are potentially safe and effective drugs in vivo to improve the immunity against bacterial infection and enhance innate immunity and adaptive immunity against infectious diseases.

11.
Chem Biol Drug Des ; 91(3): 828-840, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-29139214

RESUMEN

Bromodomains (BRDs) have been an attractive candidate for development of efficient inhibitors toward gene transcription. Molecular dynamics (MD) simulations followed by principal component (PC) analysis were performed to investigate binding selectivity of inhibitors RVX297, BSP, JQ1, SF2523, and CPD2 toward two domains (BD1 and BD2) of bromodomain-containing protein 4 (BRD4). The results show that inhibitor bindings exert different effect on motions of the BC-loops in BD1 and BD2. The rank of binding free energies calculated using molecular mechanics Poisson-Boltzmann surface area (MM-PBSA) method agrees with the one determined by experiment. The results also suggest that the binding ability of RVX297, BSP, and JQ1 to BD2 is stronger than that of them to BD1, while the binding ability of SF2523 to BD2 is obviously weaker than that of SF2523 to BD1. Alanine mutation calculations and the calculated inhibitor-residue interaction spectrum prove that the current five inhibitors have obvious binding selectivity toward BD1 and BD2. This study is not only helpful for further understanding the differences in internal dynamics of BD1 and BD2 caused by inhibitor bindings, but also can theoretically contribute significant guidance to designs of effective and high selective anticancer drugs targeting BD1 and BD2 in BRD4.


Asunto(s)
Simulación de Dinámica Molecular , Proteínas Nucleares/antagonistas & inhibidores , Proteínas Nucleares/química , Preparaciones Farmacéuticas/química , Factores de Transcripción/antagonistas & inhibidores , Factores de Transcripción/química , Proteínas de Ciclo Celular , Humanos
12.
Cell Syst ; 6(1): 13-24, 2018 01 24.
Artículo en Inglés | MEDLINE | ID: mdl-29199020

RESUMEN

The Library of Integrated Network-Based Cellular Signatures (LINCS) is an NIH Common Fund program that catalogs how human cells globally respond to chemical, genetic, and disease perturbations. Resources generated by LINCS include experimental and computational methods, visualization tools, molecular and imaging data, and signatures. By assembling an integrated picture of the range of responses of human cells exposed to many perturbations, the LINCS program aims to better understand human disease and to advance the development of new therapies. Perturbations under study include drugs, genetic perturbations, tissue micro-environments, antibodies, and disease-causing mutations. Responses to perturbations are measured by transcript profiling, mass spectrometry, cell imaging, and biochemical methods, among other assays. The LINCS program focuses on cellular physiology shared among tissues and cell types relevant to an array of diseases, including cancer, heart disease, and neurodegenerative disorders. This Perspective describes LINCS technologies, datasets, tools, and approaches to data accessibility and reusability.


Asunto(s)
Catalogación/métodos , Biología de Sistemas/métodos , Biología Computacional/métodos , Bases de Datos de Compuestos Químicos/normas , Perfilación de la Expresión Génica/métodos , Biblioteca de Genes , Humanos , Almacenamiento y Recuperación de la Información/métodos , Programas Nacionales de Salud , National Institutes of Health (U.S.)/normas , Transcriptoma , Estados Unidos
13.
J Affect Disord ; 218: 407-427, 2017 08 15.
Artículo en Inglés | MEDLINE | ID: mdl-28501741

RESUMEN

BACKGROUND: Executive functioning (EF) deficits contribute to a significant proportion of the burden of disease associated with bipolar disorder (BD). Yet, there is still debate in the literature regarding the exact profile of executive functioning in BD. The purpose of the present project was to assess whether EF deficits exist among adults suffering BD, and whether these deficits (if apparent) differ by BD subtype. METHODS: A systematic search identified relevant literature. Randomised controlled trials that used neuropsychological assessment to investigate EF among adults 16-65 years) with a remitted DSM diagnosis of BD (type I or II) were included. Studies were published between 1994 and 2015. A systematic review and meta-analysis were undertaken. For individual studies, standardised mean differences (Cohen's d) and 95% confidence intervals were calculated and represented in forest plots to illustrate differences in executive performance between groups. Summary effects were produced and tests of heterogeneity employed to assess the dispersion and generalisability of results. RESULTS: Thirty-six studies met criteria for inclusion. Six domains of EF were identified: Set-shifting (SS), inhibition (INH), planning (PLA), verbal fluency (VF), working memory (WM), and attention (ATT). BD1s performed worse than HCs in all domains. BD2s demonstrated impairment in VF, WM, SS, and ATT. The results were mixed for comparisons between BD1s and BD2s, but revealed that BD2s can experience similar (or sometimes greater) EF impairment. LIMITATIONS: Only a limited number of studies that included BD2 samples were available for inclusion in the current study. Subgroup analysis to elucidate potential moderators of within-study variance was not undertaken. CONCLUSION: This is the first systematic review and meta-analysis to have compared the EF of remitted BD1s, BD2s, and HCs. The results provided useful insight into the EF profile of patients with BD, and offered commentary as to some of the contradictory results reported in the literature. A standardised methodological protocol for assessment of EF in BD was proposed. The information in this review could enhance our understanding of EF impairment inherent in BD, and the methods and efficacy with which clinicians assess and treat this population.


Asunto(s)
Trastorno Bipolar/psicología , Trastornos del Conocimiento/psicología , Función Ejecutiva/fisiología , Adulto , Atención/fisiología , Femenino , Humanos , Inhibición Psicológica , Masculino , Memoria a Corto Plazo/fisiología , Pruebas Neuropsicológicas
14.
Biochem Biophys Res Commun ; 477(1): 62-67, 2016 08 12.
Artículo en Inglés | MEDLINE | ID: mdl-27282480

RESUMEN

Bromodomains are epigenetic readers that specifically bind to the acetyl lysine residues of histones and transcription factors. Small molecule BET bromodomain inhibitors can disrupt this interaction which leads to potential modulation of several disease states. Here we describe the binding properties of a novel BET inhibitor RVX-297 that is structurally related to the clinical compound RVX-208, currently undergoing phase III clinical trials for the treatment of cardiovascular diseases, but is distinctly different in its biological and pharmacokinetic profiles. We report that RVX-297 preferentially binds to the BD2 domains of the BET bromodomain and Extra Terminal (BET) family of protein. We demonstrate the differential binding modes of RVX-297 in BD1 and BD2 domains of BRD4 and BRD2 using X-ray crystallography, and describe the structural differences driving the BD2 selective binding of RVX-297. The isothermal titration calorimetry (ITC) data illustrate the related differential thermodynamics of binding of RVX-297 to single as well as dual BET bromodomains.


Asunto(s)
Quinazolinonas/farmacología , Factores de Transcripción/antagonistas & inhibidores , Sitios de Unión , Calorimetría , Cristalografía por Rayos X , Termodinámica , Factores de Transcripción/química
15.
J Am Med Inform Assoc ; 22(6): 1115-9, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-26205246

RESUMEN

We describe here the vision, motivations, and research plans of the National Institutes of Health Center for Excellence in Big Data Computing at the University of Illinois, Urbana-Champaign. The Center is organized around the construction of "Knowledge Engine for Genomics" (KnowEnG), an E-science framework for genomics where biomedical scientists will have access to powerful methods of data mining, network mining, and machine learning to extract knowledge out of genomics data. The scientist will come to KnowEnG with their own data sets in the form of spreadsheets and ask KnowEnG to analyze those data sets in the light of a massive knowledge base of community data sets called the "Knowledge Network" that will be at the heart of the system. The Center is undertaking discovery projects aimed at testing the utility of KnowEnG for transforming big data to knowledge. These projects span a broad range of biological enquiry, from pharmacogenomics (in collaboration with Mayo Clinic) to transcriptomics of human behavior.


Asunto(s)
Conjuntos de Datos como Asunto , Genómica , Bases del Conocimiento , Humanos , National Institutes of Health (U.S.) , Estados Unidos
16.
J Am Med Inform Assoc ; 22(6): 1126-31, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-26198305

RESUMEN

Modern biomedical data collection is generating exponentially more data in a multitude of formats. This flood of complex data poses significant opportunities to discover and understand the critical interplay among such diverse domains as genomics, proteomics, metabolomics, and phenomics, including imaging, biometrics, and clinical data. The Big Data for Discovery Science Center is taking an "-ome to home" approach to discover linkages between these disparate data sources by mining existing databases of proteomic and genomic data, brain images, and clinical assessments. In support of this work, the authors developed new technological capabilities that make it easy for researchers to manage, aggregate, manipulate, integrate, and model large amounts of distributed data. Guided by biological domain expertise, the Center's computational resources and software will reveal relationships and patterns, aiding researchers in identifying biomarkers for the most confounding conditions and diseases, such as Parkinson's and Alzheimer's.


Asunto(s)
Investigación Biomédica , Conjuntos de Datos como Asunto , Neurociencias , Humanos , National Institutes of Health (U.S.) , Investigación Biomédica Traslacional , Estados Unidos
17.
J Am Med Inform Assoc ; 22(6): 1132-6, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-26138794

RESUMEN

The Big Data to Knowledge (BD2K) Center for Causal Discovery is developing and disseminating an integrated set of open source tools that support causal modeling and discovery of biomedical knowledge from large and complex biomedical datasets. The Center integrates teams of biomedical and data scientists focused on the refinement of existing and the development of new constraint-based and Bayesian algorithms based on causal Bayesian networks, the optimization of software for efficient operation in a supercomputing environment, and the testing of algorithms and software developed using real data from 3 representative driving biomedical projects: cancer driver mutations, lung disease, and the functional connectome of the human brain. Associated training activities provide both biomedical and data scientists with the knowledge and skills needed to apply and extend these tools. Collaborative activities with the BD2K Consortium further advance causal discovery tools and integrate tools and resources developed by other centers.


Asunto(s)
Algoritmos , Conjuntos de Datos como Asunto , Investigación Biomédica Traslacional , Investigación Biomédica , Humanos , Estados Unidos
18.
J Am Med Inform Assoc ; 21(6): 957-8, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25008006

RESUMEN

Biomedical research has and will continue to generate large amounts of data (termed 'big data') in many formats and at all levels. Consequently, there is an increasing need to better understand and mine the data to further knowledge and foster new discovery. The National Institutes of Health (NIH) has initiated a Big Data to Knowledge (BD2K) initiative to maximize the use of biomedical big data. BD2K seeks to better define how to extract value from the data, both for the individual investigator and the overall research community, create the analytic tools needed to enhance utility of the data, provide the next generation of trained personnel, and develop data science concepts and tools that can be made available to all stakeholders.


Asunto(s)
Investigación Biomédica , Conjuntos de Datos como Asunto , National Institutes of Health (U.S.) , Investigación Biomédica Traslacional , Estados Unidos
19.
Neuroscience ; 255: 99-109, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-24120559

RESUMEN

The quality of motion perception depends on visual input during early development. Even 1month of binocular deprivation (BD) from birth impairs motion coherence thresholds when tested in kittens; conversely BD with a 1-month delayed onset does not impair it (Mitchell et al., 2009). We showed that 6months of BD applied from birth induces a selective impairment in a Global Motion Detection task, but not in global form perception, when tested in adulthood (Burnat et al., 2002, 2005). In these animals cell counts of the retinal motion-sensitive alpha ganglion revealed a life-long increase in OFF-type ganglion cell (Burnat et al., 2012). Here we examined in adult cats the effect of BD on global motion perception using an array of tasks with gradually increasing perceptual difficulty. Two conditions of BD were applied: from birth, lasting for 1, 2, 4 or 6months, and with a delayed onset with first 2months of normal vision followed by 2months of BD. Cats deprived from birth for a 6-month period had Global Motion Detection impaired, as compared to the normal group. Velocity and low contrast-defined motion processing was impaired when BD was applied exclusively in months 3-4 of life. The cats deprived from birth for 1 or 2months were not impaired in any of the tested motion tasks. Motion coherence thresholds, when tested at the end of a long motion training were not affected by BD and did not differ from those obtained for the normal group. Impaired extraction of low contrast-defined motion signal was found in cats deprived solely in months 3-4 of life. Surprisingly, binocular pattern deprivation during the first 2months of life did not weaken motion sensitivity, revealing the occurrence of a critical period for motion perception later in development than previously suggested.


Asunto(s)
Percepción de Movimiento/fisiología , Privación Sensorial/fisiología , Visión Binocular/fisiología , Corteza Visual/crecimiento & desarrollo , Envejecimiento , Animales , Gatos
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