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Expression Atlas update: from tissues to single cells.
Expression Atlas is EMBL-EBI's resource for gene and protein expression. It sources and compiles data on the abundance and localisation of RNA and proteins in various biological systems and contexts and provides open access to this data for the research community. With the increased availability of single cell RNA-Seq datasets in the public archives, we have now extended Expression Atlas with a new added-value service to display gene expression in single cells. Single Cell Expression Atlas was launched in 2018 and currently includes 123 single cell RNA-Seq studies from 12 species. The website can be searched by genes within or across species to reveal experiments, tissues and cell types where this gene is expressed or under which conditions it is a marker gene. Within each study, cells can be visualized using a pre-calculated t-SNE plot and can be coloured by different features or by cell clusters based on gene expression. Within each experiment, there are links to downloadable files, such as RNA quantification matrices, clustering results, reports on protocols and associated metadata, such as assigned cell types
Resultados Semilleros de Investigación 2009-2010
La publicación recoge los doce informes finales de investigación presentados por los estudiantes de ocho Semilleros 1 y cuatro Semilleros 2, correspondientes a la convocatoria 2009–2010 y se constituye en el Número 25 de la Serie de Investigaciones en Construcción, si bien este es el primer Número publicado en formato digital que UNIJUS se permite poner a disposición no sólo de la comunidad universitaria, sino también de la sociedad colombiana e internacional, interesada en los temas estudiados por los jóvenes investigadores de la Facultad de Derecho, Ciencias Políticas y Sociales de la Universidad Nacional de Colombia
Global burden of 369 diseases and injuries in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019
Background: In an era of shifting global agendas and expanded emphasis on non-communicable diseases and injuries along with communicable diseases, sound evidence on trends by cause at the national level is essential. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) provides a systematic scientific assessment of published, publicly available, and contributed data on incidence, prevalence, and mortality for a mutually exclusive and collectively exhaustive list of diseases and injuries. Methods: GBD estimates incidence, prevalence, mortality, years of life lost (YLLs), years lived with disability (YLDs), and disability-adjusted life-years (DALYs) due to 369 diseases and injuries, for two sexes, and for 204 countries and territories. Input data were extracted from censuses, household surveys, civil registration and vital statistics, disease registries, health service use, air pollution monitors, satellite imaging, disease notifications, and other sources. Cause-specific death rates and cause fractions were calculated using the Cause of Death Ensemble model and spatiotemporal Gaussian process regression. Cause-specific deaths were adjusted to match the total all-cause deaths calculated as part of the GBD population, fertility, and mortality estimates. Deaths were multiplied by standard life expectancy at each age to calculate YLLs. A Bayesian meta-regression modelling tool, DisMod-MR 2.1, was used to ensure consistency between incidence, prevalence, remission, excess mortality, and cause-specific mortality for most causes. Prevalence estimates were multiplied by disability weights for mutually exclusive sequelae of diseases and injuries to calculate YLDs. We considered results in the context of the Socio-demographic Index (SDI), a composite indicator of income per capita, years of schooling, and fertility rate in females younger than 25 years. Uncertainty intervals (UIs) were generated for every metric using the 25th and 975th ordered 1000 draw values of the posterior distribution. Findings: Global health has steadily improved over the past 30 years as measured by age-standardised DALY rates. After taking into account population growth and ageing, the absolute number of DALYs has remained stable. Since 2010, the pace of decline in global age-standardised DALY rates has accelerated in age groups younger than 50 years compared with the 1990–2010 time period, with the greatest annualised rate of decline occurring in the 0–9-year age group. Six infectious diseases were among the top ten causes of DALYs in children younger than 10 years in 2019: lower respiratory infections (ranked second), diarrhoeal diseases (third), malaria (fifth), meningitis (sixth), whooping cough (ninth), and sexually transmitted infections (which, in this age group, is fully accounted for by congenital syphilis; ranked tenth). In adolescents aged 10–24 years, three injury causes were among the top causes of DALYs: road injuries (ranked first), self-harm (third), and interpersonal violence (fifth). Five of the causes that were in the top ten for ages 10–24 years were also in the top ten in the 25–49-year age group: road injuries (ranked first), HIV/AIDS (second), low back pain (fourth), headache disorders (fifth), and depressive disorders (sixth). In 2019, ischaemic heart disease and stroke were the top-ranked causes of DALYs in both the 50–74-year and 75-years-and-older age groups. Since 1990, there has been a marked shift towards a greater proportion of burden due to YLDs from non-communicable diseases and injuries. In 2019, there were 11 countries where non-communicable disease and injury YLDs constituted more than half of all disease burden. Decreases in age-standardised DALY rates have accelerated over the past decade in countries at the lower end of the SDI range, while improvements have started to stagnate or even reverse in countries with higher SDI. Interpretation: As disability becomes an increasingly large component of disease burden and a larger component of health expenditure, greater research and developm nt investment is needed to identify new, more effective intervention strategies. With a rapidly ageing global population, the demands on health services to deal with disabling outcomes, which increase with age, will require policy makers to anticipate these changes. The mix of universal and more geographically specific influences on health reinforces the need for regular reporting on population health in detail and by underlying cause to help decision makers to identify success stories of disease control to emulate, as well as opportunities to improve. Funding: Bill & Melinda Gates Foundation. © 2020 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 licens
Estudando a Artrite Idiopática Juvenil mediante uma abordagem de medicina de redes
Juvenile Idiopathic Arthritis (JIA) is a group of inflammatory conditions of unknown etiology whose underlying molecular pathophysiology is still not well characterized. Several studies have attempted to fill this gap by characterizing the gene expression profiles of JIA patients. However, there is a lack of systematic assessment of the reliability of these transcriptome results on the disease classification, prescription, and monitoring. In addition, despite this disease is more common in females, none of these studies have tried to assess the impact of sex on disease pathophysiology. In this project, we performed a comprehensive systematic review and a gene expression meta-analysis to reveal the core molecular JIA pathophysiology taking into consideration the patient sex. We gathered and cataloged more than 60,000 entries of genomic features reported as JIA-related in the functional genomics literature, and found a dramatic disparity among the JIA transcriptome studies. Near 15,000 genes have been reported as perturbed in JIA leukocytes. Less than one percent of these genes were reported in at least a quarter of the reviewed studies. We then removed the study-specific analytical bias by re-analyzing more than 700 unique pediatric transcriptome profiles from nine JIA studies using a common analytical framework. The differential expression results from different studies were combined using a random effect model meta-analysis approach. We implemented this differential gene expression meta-analysis methodology in the MetaVolcanoR R package that we made available in Bioconductor. Using this package, we confirmed several gene expression signatures previously associated with JIA and uncover new genes whose expression was perturbed in JIA patients. The effect sizes of the topmost reported perturbed genes coincide with our meta-analysis results. Through a meta-coexpression approach, we characterized the cell type signatures of circulating leukocytes in the JIA affected children. Additionally, we characterized the JIA sexual dimorphism. We found that systemic JIA female patients over-activate a gene expression signature which comprises early myelocytes and band neutrophil expression markers. This signature is correlated with the disease status and response to IL-1 receptor blockade. This suggests that sJIA pathophysiology is characterized by a sexually dimorphic neutrophilia that impacts disease progression and the response to anti-IL-1 treatments. We further assessed this immature neutrophil and female-biased signature in other contexts. We found that this signature presents a sex-dependent expression over human lifetime, in other inflammatory diseases, and its expression increases during pregnancy.A Artrite Idiopática Juvenil (AIJ) é um grupo de condições inflamatórias de etiologia desconhecida, cuja patofisiologia molecular subjacente ainda não está bem caracterizada. Vários estudos tentaram preencher essa lacuna, caracterizando os perfis de expressão gênica de pacientes com AIJ. No entanto, há uma falta de avaliação sistemática desses resultados transcriptômicos na classificação, prescrição e monitoramento da doença. Além disso, apesar de esta doença ser mais comum em mulheres, nenhum desses estudos tentou avaliar o impacto do sexo na fisiopatologia da doença. Neste projeto, realizamos uma revisão sistemática abrangente e uma metanálise de expressão gênica para revelar a fisiopatologia molecular da AIJ levando em consideração o sexo do paciente. Reunimos e catalogamos mais de 60.000 entradas de características genômicas reportadas como relacionadas à AIJ na literatura. Entre os estudos de transcriptoma, encontramos uma disparidade dramática. Cerca de 15.000 genes foram reportados como perturbados nos leucócitos da AIJ, sendo que menos de um por cento desses genes foram relatados em pelo menos um quarto dos estudos revisados. Em seguida, re-analisamos mais de 700 transcriptomas pediátricos de nove estudos usando uma abordagem analítica comum. Os resultados de expressão diferencial foram combinados usando meta-análise de modelo de efeitos aleatórios. Implementamos esta abordagem de meta-análise de expressão gênica diferencial no pacote MetaVolcanoR R que disponibilizamos no Bioconductor. Usando este pacote, confirmamos várias assinaturas de expressão gênica previamente associadas à AIJ e descobrimos novos genes cuja expressão está perturbada em pacientes com AIJ. Os tamanhos dos efeitos dos genes mais reportados como perturbados coincidem com os resultados da nossa meta-análise. Por meio de uma análise de meta-co-expressão, caracterizamos as assinaturas dos tipos de leucócitos circulantes. Além disso, caracterizamos o dimorfismo sexual da AIJ. Descobrimos que pacientes do sexo feminino com AIJ sistêmica super-ativam genes característicos de mielócitos precoces e neutrófilos bastonetes. Esta assinatura está correlacionada com o estado clínico da doença e à resposta ao tratamento por bloqueio do receptor de IL-1. Isto sugere que a fisiopatologia da AIJs é caracterizada por uma neutrofilia sexualmente dimórfica que afeta a progressão da doença e a resposta aos tratamentos anti-IL-1. Avaliamos ainda esta assinatura neutrofílica em outros contextos. Descobrimos que essa assinatura apresenta uma expressão dependente do sexo ao longo da vida humana, em outras doenças inflamatórias, e sua expressão aumenta durante a gravidez
Systems Immunology of Diabetes-Tuberculosis Comorbidity Reveals Signatures of Disease Complications
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Previous issue date: 2017grant #USB1-31149-XX-13 (to V. Viswanathan and H. Kornfeld) jointly sponsored by the Indian Department of Biotechnology, the Indian Council of Medical Research and the National Institute for Allergy and Infectious Diseases, National Institutes of Health, and administered by CRDF Global.; FAPESP grant # 2013/08216-2 (to H. Nakaya). H. Nakaya receives a CNPq research fellowship.University of São Paulo. School of Pharmaceutical Sciences. Department of Pathophysiology and Toxicology. São Paulo, SP, BrazilFundação Oswaldo Cruz. Instituto Gonçalo Moniz. Laboratório de Imunoparasitologia. Salvador, BA, BrasilNational Institutes of Health- NIRT. International Center for Excellence in Research. Chennai, IndiaFundação Oswaldo Cruz. Instituto Gonçalo Moniz. Laboratório Integrado de Microbiologia e Imunorregulação. Unidade de Medicina Investigativa. Salvador, BA, Brasil / Instituto Brasileiro para a Investigação da Tuberculose. Fundação José Silveira. Multinational Organization Network Sponsoring Translational and Epidemiological Research. Salvador, BA, Brazil / Faculdade de Tecnologia e Ciências. Curso de Medicina. Salvador, BA, BrazilNational Institutes of Health- NIRT. International Center for Excellence in Research. Chennai, IndiaUniversity of São Paulo. School of Pharmaceutical Sciences. Department of Pathophysiology and Toxicology. São Paulo, SP, BrazilUniversity of Massachusetts Medical School. Department of Medicine. Worcester, Massachusetts. USANational Institute for Research in Tuberculosis. Chennai, IndiaNational Institute for Research in Tuberculosis. Chennai, IndiaProf. M. Viswanathan Diabetes Research Center. Chennai, IndiaFundação Oswaldo Cruz. Instituto Gonçalo Moniz. Laboratório Integrado de Microbiologia e Imunorregulação. Unidade de Medicina Investigativa. Salvador, BA, Brasil / Instituto Brasileiro para a Investigação da Tuberculose. Fundação José Silveira. Multinational Organization Network Sponsoring Translational and Epidemiological Research. Salvador, BA, Brazil / Faculdade de Tecnologia e Ciências. Curso de Medicina. Salvador, BA, Brazil / Universidade Salvador. Laureate Universities. Salvador, BA, Brazil / Vanderbilt University School of Medicine. Division of Infectious Diseases. Department of Medicine Nashville. USAUniversity of São Paulo. School of Pharmaceutical Sciences. Department of Pathophysiology and Toxicology. São Paulo, SP, BrazilUniversity of Massachusetts Medical School. Department of Medicine. Worcester, Massachusetts, USAComorbid diabetes mellitus (DM) increases tuberculosis (TB) risk and adverse outcomes but the pathological interactions between DM and TB remain incompletely understood. We performed an integrative analysis of whole blood gene expression and plasma analytes, comparing South Indian TB patients with and without DM to diabetic and non-diabetic controls without TB. Luminex assay of plasma cytokines and growth factors delineated a distinct biosignature in comorbid TBDM in this cohort. Transcriptional profiling revealed elements in common with published TB signatures from cohorts that excluded DM. Neutrophil count correlated with the molecular degree of perturbation, especially in TBDM patients. Body mass index and HDL cholesterol were negatively correlated with molecular degree of perturbation. Diabetic complication pathways including several pathways linked to epigenetic reprogramming were activated in TBDM above levels observed with DM alone. Our data provide a rationale for trials of host-directed therapies in TBDM, targeting neutrophilic inflammation and diabetic complication pathways to address the greater morbidity and mortality associated with this increasingly prevalent dual burden of communicable and non-communicable diseases