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1.
Clin Immunol ; 163: 96-107, 2016 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-26762769

RESUMO

Multiple Sclerosis (MS) is an autoimmune disease treated by therapies targeting peripheral blood cells. We previously identified that expression of two MS-risk genes, the transcription factors EOMES and TBX21 (ET), was low in blood from MS and stable over time. Here we replicated the low ET expression in a new MS cohort (p<0.0007 for EOMES, p<0.028 for TBX21) and demonstrate longitudinal stability (p<10(-4)) and high heritability (h(2)=0.48 for EOMES) for this molecular phenotype. Genes whose expression correlated with ET, especially those controlling cell migration, further defined the phenotype. CD56+ cells and other subsets expressed lower levels of Eomes or T-bet protein and/or were under-represented in MS. EOMES and TBX21 risk SNP genotypes, and serum EBNA-1 titres were not correlated with ET expression, but HLA-DRB1*1501 genotype was. ET expression was normalised to healthy control levels with natalizumab, and was highly variable for glatiramer acetate, fingolimod, interferon-beta, dimethyl fumarate.


Assuntos
Esclerose Múltipla/genética , Proteínas com Domínio T/genética , Adulto , Idoso , Antígeno CD56 , Estudos de Casos e Controles , Movimento Celular , Fumarato de Dimetilo/uso terapêutico , Antígenos Nucleares do Vírus Epstein-Barr/sangue , Feminino , Cloridrato de Fingolimode/uso terapêutico , Regulação da Expressão Gênica , Predisposição Genética para Doença , Acetato de Glatiramer/uso terapêutico , Cadeias HLA-DRB1/genética , Humanos , Fatores Imunológicos/uso terapêutico , Imunossupressores/uso terapêutico , Interferon beta/uso terapêutico , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Esclerose Múltipla/tratamento farmacológico , Natalizumab/uso terapêutico , Polimorfismo de Nucleotídeo Único , Adulto Jovem
2.
PLoS One ; 10(5): e0126995, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26023781

RESUMO

Many health conditions, ranging from psychiatric disorders to cardiovascular disease, display notable seasonal variation in severity and onset. In order to understand the molecular processes underlying this phenomenon, we have examined seasonal variation in the transcriptome of 606 healthy individuals. We show that 74 transcripts associated with a 12-month seasonal cycle were enriched for processes involved in DNA repair and binding. An additional 94 transcripts demonstrated significant seasonal variability that was largely influenced by blood cell count levels. These transcripts were enriched for immune function, protein production, and specific cellular markers for lymphocytes. Accordingly, cell counts for erythrocytes, platelets, neutrophils, monocytes, and CD19 cells demonstrated significant association with a 12-month seasonal cycle. These results demonstrate that seasonal variation is an important environmental regulator of gene expression and blood cell composition. Notable changes in leukocyte counts and genes involved in immune function indicate that immune cell physiology varies throughout the year in healthy individuals.


Assuntos
Estações do Ano , Transcriptoma/genética , Humanos , Contagem de Leucócitos , Monócitos/metabolismo , Neutrófilos/metabolismo
3.
Genetics ; 195(3): 1117-28, 2013 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-24026092

RESUMO

Principal components analysis has been employed in gene expression studies to correct for population substructure and batch and environmental effects. This method typically involves the removal of variation contained in as many as 50 principal components (PCs), which can constitute a large proportion of total variation present in the data. Each PC, however, can detect many sources of variation, including gene expression networks and genetic variation influencing transcript levels. We demonstrate that PCs generated from gene expression data can simultaneously contain both genetic and nongenetic factors. From heritability estimates we show that all PCs contain a considerable portion of genetic variation while nongenetic artifacts such as batch effects were associated to varying degrees with the first 60 PCs. These PCs demonstrate an enrichment of biological pathways, including core immune function and metabolic pathways. The use of PC correction in two independent data sets resulted in a reduction in the number of cis- and trans-expression QTL detected. Comparisons of PC and linear model correction revealed that PC correction was not as efficient at removing known batch effects and had a higher penalty on genetic variation. Therefore, this study highlights the danger of eliminating biologically relevant data when employing PC correction in gene expression data.


Assuntos
Perfilação da Expressão Gênica/estatística & dados numéricos , Variação Genética , Feminino , Estudo de Associação Genômica Ampla/estatística & dados numéricos , Humanos , Modelos Lineares , Masculino , Modelos Genéticos , Análise de Componente Principal , Locos de Características Quantitativas , Característica Quantitativa Herdável
4.
mBio ; 3(2)2012.
Artigo em Inglês | MEDLINE | ID: mdl-22375073

RESUMO

UNLABELLED: The accumulation of genomic structural variation between closely related populations over time can lead to reproductive isolation and speciation. The fungal pathogen Cryptococcus is thought to have recently diversified, forming a species complex containing members with distinct morphologies, distributions, and pathologies of infection. We have investigated structural changes in genomic architecture such as inversions and translocations that distinguish the most pathogenic variety, Cryptococcus neoformans var. grubii, from the less clinically prevalent Cryptococcus neoformans var. neoformans and Cryptococcus gattii. Synteny analysis between the genomes of the three Cryptococcus species/varieties (strains H99, JEC21, and R265) reveals that C. neoformans var. grubii possesses surprisingly few unique genomic rearrangements. All but one are relatively small and are shared by all molecular subtypes of C. neoformans var. grubii. In contrast, the large translocation peculiar to the C. neoformans var. grubii type strain is found in all tested subcultures from multiple laboratories, suggesting that it has possessed this rearrangement since its isolation from a human clinical sample. Furthermore, we find that the translocation directly disrupts two genes. The first of these encodes a novel protein involved in metabolism of glucose at human body temperature and affects intracellular levels of trehalose. The second encodes a homeodomain-containing transcription factor that modulates melanin production. Both mutations would be predicted to increase pathogenicity; however, when recreated in an alternate genetic background, these mutations do not affect virulence in animal models. The type strain of C. neoformans var. grubii in which the majority of molecular studies have been performed is therefore atypical for carbon metabolism and key virulence attributes. IMPORTANCE: The fungal pathogen Cryptococcus is a major cause of mortality among the immunocompromised population, primarily in AIDS patients of sub-Saharan Africa. Most research into the particular variety of Cryptococcus responsible for the vast majority of infections, Cryptococcus neoformans var. grubii, is performed using the type strain isolated in 1978 from a Hodgkin's disease patient from North Carolina. We have determined that this particular isolate contains a chromosomal translocation that directly interrupts two genes, which all descendants of this strain from various research laboratories appear to possess. Disruption of these two genes affects multiple virulence factors of Cryptococcus, particularly the ability to grow at human body temperature, which could have wide-ranging implications for molecular genetic studies and virulence assays using this important strain.


Assuntos
Cryptococcus neoformans/genética , Cryptococcus neoformans/patogenicidade , Rearranjo Gênico , Fatores de Virulência/genética , Animais , Carbono/metabolismo , Inversão Cromossômica , Criptococose/microbiologia , Criptococose/mortalidade , Modelos Animais de Doenças , Genoma Fúngico , Redes e Vias Metabólicas/genética , Camundongos , Camundongos Endogâmicos BALB C , Análise de Sobrevida , Sintenia , Translocação Genética , Virulência
5.
Science ; 338(6108): 807-10, 2012 Nov 09.
Artigo em Inglês | MEDLINE | ID: mdl-23139334

RESUMO

Phosphine is a small redox-active gas that is used to protect global grain reserves, which are threatened by the emergence of phosphine resistance in pest insects. We find that polymorphisms responsible for genetic resistance cluster around the redox-active catalytic disulfide or the dimerization interface of dihydrolipoamide dehydrogenase (DLD) in insects (Rhyzopertha dominica and Tribolium castaneum) and nematodes (Caenorhabditis elegans). DLD is a core metabolic enzyme representing a new class of resistance factor for a redox-active metabolic toxin. It participates in four key steps of core metabolism, and metabolite profiles indicate that phosphine exposure in mutant and wild-type animals affects these steps differently. Mutation of DLD in C. elegans increases arsenite sensitivity. This specific vulnerability may be exploited to control phosphine-resistant insects and safeguard food security.


Assuntos
Caenorhabditis elegans/enzimologia , Besouros/enzimologia , Di-Hidrolipoamida Desidrogenase/genética , Resistência a Inseticidas/genética , Inseticidas , Fosfinas , Tribolium/enzimologia , Animais , Arsenicais/farmacologia , Arsenitos/farmacologia , Caenorhabditis elegans/efeitos dos fármacos , Caenorhabditis elegans/genética , Caenorhabditis elegans/metabolismo , Proteínas de Caenorhabditis elegans/química , Proteínas de Caenorhabditis elegans/genética , Proteínas de Caenorhabditis elegans/metabolismo , Domínio Catalítico , Besouros/efeitos dos fármacos , Besouros/genética , Besouros/metabolismo , Di-Hidrolipoamida Desidrogenase/química , Di-Hidrolipoamida Desidrogenase/metabolismo , Proteínas de Insetos/química , Proteínas de Insetos/genética , Proteínas de Insetos/metabolismo , Inseticidas/farmacologia , Redes e Vias Metabólicas , Dados de Sequência Molecular , Mutação , Oxirredução , Praguicidas , Fosfinas/farmacologia , Polimorfismo Genético , Multimerização Proteica , Tribolium/efeitos dos fármacos , Tribolium/genética , Tribolium/metabolismo
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