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1.
PLoS Biol ; 21(1): e3001919, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36595506

RESUMO

Cloud labs, where experiments are executed remotely in robotic facilities, can improve the reproducibility, accessibility, and scalability of experimental biology. Funding and training programs will enable academics to overcome barriers to adopting such technology.


Assuntos
Robótica , Tecnologia , Reprodutibilidade dos Testes
2.
Nat Commun ; 12(1): 3416, 2021 06 07.
Artigo em Inglês | MEDLINE | ID: mdl-34099706

RESUMO

APOE and Trem2 are major genetic risk factors for Alzheimer's disease (AD), but how they affect microglia response to Aß remains unclear. Here we report an APOE isoform-specific phospholipid signature with correlation between human APOEε3/3 and APOEε4/4 AD brain and lipoproteins from astrocyte conditioned media of APOE3 and APOE4 mice. Using preclinical AD mouse models, we show that APOE3 lipoproteins, unlike APOE4, induce faster microglial migration towards injected Aß, facilitate Aß uptake, and ameliorate Aß effects on cognition. Bulk and single-cell RNA-seq demonstrate that, compared to APOE4, cortical infusion of APOE3 lipoproteins upregulates a higher proportion of genes linked to an activated microglia response, and this trend is augmented by TREM2 deficiency. In vitro, lack of TREM2 decreases Aß uptake by APOE4-treated microglia only, suggesting TREM2-APOE interaction. Our study elucidates phenotypic and transcriptional differences in microglial response to Aß mediated by APOE3 or APOE4 lipoproteins in preclinical models of AD.


Assuntos
Doença de Alzheimer/patologia , Apolipoproteína E3/metabolismo , Apolipoproteína E4/metabolismo , Encéfalo/patologia , Microglia/patologia , Idoso , Idoso de 80 Anos ou mais , Doença de Alzheimer/genética , Precursor de Proteína beta-Amiloide/genética , Precursor de Proteína beta-Amiloide/metabolismo , Animais , Apolipoproteína E3/administração & dosagem , Apolipoproteína E3/genética , Apolipoproteína E4/administração & dosagem , Apolipoproteína E4/genética , Encéfalo/citologia , Modelos Animais de Doenças , Feminino , Humanos , Masculino , Glicoproteínas de Membrana/genética , Glicoproteínas de Membrana/metabolismo , Camundongos , Camundongos Transgênicos , Mutação , Fosfolipídeos/metabolismo , Presenilina-1/genética , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo , RNA-Seq , Receptores Imunológicos/genética , Receptores Imunológicos/metabolismo
3.
Alzheimers Res Ther ; 11(1): 113, 2019 12 30.
Artigo em Inglês | MEDLINE | ID: mdl-31888770

RESUMO

BACKGROUND: The application of advanced sequencing technologies and improved mass-spectrometry platforms revealed significant changes in gene expression and lipids in Alzheimer's disease (AD) brain. The results so far have prompted further research using "multi-omics" approaches. These approaches become particularly relevant, considering the inheritance of APOEε4 allele as a major genetic risk factor of AD, disease protective effect of APOEε2 allele, and a major role of APOE in brain lipid metabolism. METHODS: Postmortem brain samples from inferior parietal lobule genotyped as APOEε2/c (APOEε2/carriers), APOEε3/3, and APOEε4/c (APOEε4/carriers), age- and gender-matched, were used to reveal APOE allele-associated changes in transcriptomes and lipidomes. Differential gene expression and co-expression network analyses were applied to identify up- and downregulated Gene Ontology (GO) terms and pathways for correlation to lipidomics data. RESULTS: Significantly affected GO terms and pathways were determined based on the comparisons of APOEε2/c datasets to those of APOEε3/3 and APOEε4/c brain samples. The analysis of lists of genes in highly correlated network modules and of those differentially expressed demonstrated significant enrichment in GO terms associated with genes involved in intracellular proteasomal and lysosomal degradation of proteins, protein aggregates and organelles, ER stress, and response to unfolded protein, as well as mitochondrial function, electron transport, and ATP synthesis. Small nucleolar RNA coding units important for posttranscriptional modification of mRNA and therefore translation and protein synthesis were upregulated in APOEε2/c brain samples compared to both APOEε3/3 and APOEε4/c. The analysis of lipidomics datasets revealed significant changes in ten major lipid classes (exclusively a decrease in APOEε4/c samples), most notably non-bilayer-forming phosphatidylethanolamine and phosphatidic acid, as well as mitochondrial membrane-forming lipids. CONCLUSIONS: The results of this study, despite the advanced stage of AD, point to the significant differences in postmortem brain transcriptomes and lipidomes, suggesting APOE allele associated differences in pathogenic mechanisms. Correlations within and between lipidomes and transcriptomes indicate coordinated effects of changes in the proteasomal system and autophagy-canonical and selective, facilitating intracellular degradation, protein entry into ER, response to ER stress, nucleolar modifications of mRNA, and likely myelination in APOEε2/c brains. Additional research and a better knowledge of the molecular mechanisms of proteostasis in the early stages of AD are required to develop more effective diagnostic approaches and eventually efficient therapeutic strategies.


Assuntos
Doença de Alzheimer/genética , Apolipoproteína E2/genética , Encéfalo/metabolismo , Transcriptoma , Idoso , Idoso de 80 Anos ou mais , Doença de Alzheimer/metabolismo , Doença de Alzheimer/patologia , Apolipoproteína E2/metabolismo , Encéfalo/patologia , Feminino , Humanos , Lipidômica , Masculino
4.
Front Neurosci ; 12: 754, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30498427

RESUMO

Recently developed techniques to visualize immunostained tissues in 3D and in large samples have expanded the scope of microscopic investigations at the level of the whole brain. Here, we propose to adapt voxel-based statistical analysis to 3D high-resolution images of the immunostained rodent brain. The proposed approach was first validated with a simulation dataset with known cluster locations. Then, it was applied to characterize the effect of ADAM30, a gene involved in the metabolism of the amyloid precursor protein, in a mouse model of Alzheimer's disease. This work introduces voxel-based analysis of 3D immunostained microscopic brain images and, therefore, opens the door to localized whole-brain exploratory investigation of pathological markers and cellular alterations.

5.
Acta Neuropathol Commun ; 6(1): 69, 2018 07 26.
Artigo em Inglês | MEDLINE | ID: mdl-30049279

RESUMO

Expression of human Apolipoprotein E (APOE) modulates the inflammatory response in an isoform specific manner, with APOE4 isoform eliciting a stronger pro-inflammatory response, suggesting a possible mechanism for worse outcome following traumatic brain injury (TBI). APOE lipidation and stability is modulated by ATP-binding cassette transporter A1 (ABCA1), a transmembrane protein that transports lipids and cholesterol onto APOE. We examined the impact of Abca1 deficiency and APOE isoform expression on the response to TBI using 3-months-old, human APOE3+/+ (E3/Abca1+/+) and APOE4+/+ (E4/Abca1+/+) targeted replacement mice, and APOE3+/+ and APOE4+/+ mice with only one functional copy of the Abca1 gene (E3/Abca1+/-; E4/Abca1+/-). TBI-treated mice received a craniotomy followed by a controlled cortical impact (CCI) brain injury in the left hemisphere; sham-treated mice received the same surgical procedure without the impact. We performed RNA-seq using samples from cortices and hippocampi followed by genome-wide differential gene expression analysis. We found that TBI significantly impacted unique transcripts within each group, however, the proportion of unique transcripts was highest in E4/Abca1+/- mice. Additionally, we found that Abca1 haplodeficiency increased the expression of microglia sensome genes among only APOE4 injured mice, a response not seen in injured APOE3 mice, nor in either group of sham-treated mice. To identify gene networks, or modules, correlated to TBI, APOE isoform and Abca1 haplodeficiency, we used weighted gene co-expression network analysis (WGCNA). The module that positively correlated to TBI groups was associated with immune response and featured hub genes that were microglia-specific, including Trem2, Tyrobp, Cd68 and Hexb. The modules positively correlated with APOE4 isoform and negatively to Abca1 haplodeficient mice represented "protein translation" and "oxidation-reduction process", respectively. Our results reveal E4/Abca1+/- TBI mice have a distinct response to injury, and unique gene networks are associated with APOE isoform, Abca1 insufficiency and injury.


Assuntos
Transportador 1 de Cassete de Ligação de ATP/deficiência , Apolipoproteínas E/metabolismo , Lesões Encefálicas Traumáticas/genética , Lesões Encefálicas Traumáticas/patologia , Encéfalo/metabolismo , Regulação da Expressão Gênica/genética , Transportador 1 de Cassete de Ligação de ATP/genética , Animais , Apolipoproteínas E/genética , Lesões Encefálicas Traumáticas/metabolismo , Modelos Animais de Doenças , Redes Reguladoras de Genes , Humanos , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Microglia/metabolismo , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo , RNA Mensageiro/genética , RNA Mensageiro/metabolismo
6.
Biochim Biophys Acta Mol Basis Dis ; 1864(1): 152-161, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-29038051

RESUMO

Alzheimer's disease (AD) is a multifactorial neurodegenerative disorder that is influenced by genetic and environmental risk factors, such as inheritance of ε4 allele of APOE (APOE4), sex and diet. Here, we examined the effect of high fat diet (HFD) on amyloid pathology and expression profile in brains of AD model mice expressing human APOE isoforms (APP/E3 and APP/E4 mice). APP/E3 and APP/E4 mice were fed HFD or Normal diet for 3months. We found that HFD significantly increased amyloid plaques in male and female APP/E4, but not in APP/E3 mice. To identify differentially expressed genes and gene-networks correlated to diet, APOE isoform and sex, we performed RNA sequencing and applied Weighted Gene Co-expression Network Analysis. We determined that the immune response network with major hubs Tyrobp/DAP12, Csf1r, Tlr2, C1qc and Laptm5 correlated significantly and positively to the phenotype of female APP/E4-HFD mice. Correspondingly, we found that in female APP/E4-HFD mice, microglia coverage around plaques, particularly of larger size, was significantly reduced. This suggests altered containment of the plaque growth and sex-dependent vulnerability in response to diet. The results of our study show concurrent impact of diet, APOE isoform and sex on the brain transcriptome and AD-like phenotype.


Assuntos
Apolipoproteínas E/genética , Dieta , Imunidade Inata/fisiologia , Placa Amiloide/imunologia , Placa Amiloide/patologia , Peptídeos beta-Amiloides/genética , Peptídeos beta-Amiloides/metabolismo , Animais , Modelos Animais de Doenças , Feminino , Redes Reguladoras de Genes , Interação Gene-Ambiente , Genótipo , Imunidade Inata/genética , Masculino , Camundongos , Camundongos Transgênicos , Placa Amiloide/genética , Placa Amiloide/metabolismo , Fatores Sexuais , Biologia de Sistemas/métodos
7.
Neurobiol Dis ; 105: 1-14, 2017 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-28502803

RESUMO

Traumatic brain injury (TBI) is strongly linked to an increased risk of developing dementia, including chronic traumatic encephalopathy and possibly Alzheimer's disease (AD). APOEε4 allele of human Apolipoprotein E (APOE) gene is the major genetic risk factor for late onset AD and has been associated with chronic traumatic encephalopathy and unfavorable outcome following TBI. To determine if there is an APOE isoform-specific response to TBI we performed controlled cortical impact on 3-month-old mice expressing human APOE3 or APOE4 isoforms. Following injury, we used several behavior paradigms to test for anxiety and learning and found that APOE3 and APOE4 targeted replacement mice demonstrate cognitive impairments following moderate TBI. Transcriptional profiling 14days following injury revealed a significant effect of TBI, which was similar in both genotypes. Significantly upregulated by injury in both genotypes were mRNA expression and protein level of ABCA1 transporter and APOJ, but not APOE. To identify gene-networks correlated to injury and APOE isoform, we performed Weighted Gene Co-expression Network Analysis. We determined that the network mostly correlated to TBI in animals expressing both isoforms is immune response with major hub genes including Trem2, Tyrobp, Clec7a and Cd68. We also found a significant increase of TREM2, IBA-1 and GFAP protein levels in the brains of injured mice. We identified a network representing myelination that correlated significantly with APOE isoform in both injury groups. This network was significantly enriched in oligodendrocyte signature genes, such as Mbp and Plp1. Our results demonstrate unique and distinct gene networks at this acute time point for injury and APOE isoform, as well as a network driven by APOE isoform across TBI groups.


Assuntos
Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Apolipoproteínas E/metabolismo , Lesões Encefálicas Traumáticas/genética , Lesões Encefálicas Traumáticas/fisiopatologia , Glicoproteínas de Membrana/metabolismo , Receptores Imunológicos/metabolismo , Regulação para Cima/genética , Proteínas Adaptadoras de Transdução de Sinal/genética , Animais , Ansiedade/etiologia , Apolipoproteínas E/genética , Astrócitos/metabolismo , Astrócitos/patologia , Lesões Encefálicas Traumáticas/complicações , Transtornos Cognitivos/etiologia , Transtornos Cognitivos/genética , Modelos Animais de Doenças , Redes Reguladoras de Genes , Proteína Glial Fibrilar Ácida/metabolismo , Humanos , Aprendizagem em Labirinto/fisiologia , Glicoproteínas de Membrana/genética , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Análise de Componente Principal , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo , RNA Mensageiro/metabolismo , Receptores Imunológicos/genética
8.
PLoS One ; 12(2): e0172161, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28241068

RESUMO

ATP-binding cassette transporter A1 (ABCA1) controls cholesterol and phospholipid efflux to lipid-poor apolipoprotein E (APOE) and is transcriptionally controlled by Liver X receptors (LXRs) and Retinoic X Receptors (RXRs). In APP transgenic mice, lack of Abca1 increased Aß deposition and cognitive deficits. Abca1 haplo-deficiency in mice expressing human APOE isoforms, increased level of Aß oligomers and worsened memory deficits, preferentially in APOE4 mice. In contrast upregulation of Abca1 by LXR/RXR agonists significantly ameliorated pathological phenotype of those mice. The goal of this study was to examine the effect of LXR agonist T0901317 (T0) on the phenotype and brain transcriptome of APP/E3 and APP/E4 Abca1 haplo-deficient (APP/E3/Abca1+/- and APP/E4/Abca1+/-) mice. Our data demonstrate that activated LXRs/RXR ameliorated APOE4-driven pathological phenotype and significantly affected brain transcriptome. We show that in mice expressing either APOE isoform, T0 treatment increased mRNA level of genes known to affect brain APOE lipidation such as Abca1 and Abcg1. In both APP/E3/Abca1+/- and APP/E4/Abca1+/- mice, the application of LXR agonist significantly increased ABCA1 protein level accompanied by an increased APOE lipidation, and was associated with restoration of APOE4 cognitive deficits, reduced levels of Aß oligomers, but unchanged amyloid load. Finally, using Gene set enrichment analysis we show a significant APOE isoform specific response to LXR agonist treatment: Gene Ontology categories "Microtubule Based Process" and "Synapse Organization" were differentially affected in T0-treated APP/E4/Abca1+/- mice. Altogether, the results are suggesting that treatment of APP/E4/Abca1+/- mice with LXR agonist T0 ameliorates APOE4-induced AD-like pathology and therefore targeting the LXR-ABCA1-APOE regulatory axis could be effective as a potential therapeutic approach in AD patients, carriers of APOEε4.


Assuntos
Transportador 1 de Cassete de Ligação de ATP/genética , Apolipoproteína E3/genética , Apolipoproteína E4/genética , Receptores X do Fígado/agonistas , Transcriptoma , Peptídeos beta-Amiloides/metabolismo , Animais , Comportamento Animal , Encéfalo/metabolismo , Análise por Conglomerados , Medo , Feminino , Haploinsuficiência , Heterozigoto , Humanos , Masculino , Aprendizagem em Labirinto , Transtornos da Memória/metabolismo , Camundongos , Camundongos Transgênicos , Microtúbulos/metabolismo , Fenótipo , Software , Regulação para Cima
9.
EBioMedicine ; 9: 278-292, 2016 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-27333034

RESUMO

Although several ADAMs (A disintegrin-like and metalloproteases) have been shown to contribute to the amyloid precursor protein (APP) metabolism, the full spectrum of metalloproteases involved in this metabolism remains to be established. Transcriptomic analyses centred on metalloprotease genes unraveled a 50% decrease in ADAM30 expression that inversely correlates with amyloid load in Alzheimer's disease brains. Accordingly, in vitro down- or up-regulation of ADAM30 expression triggered an increase/decrease in Aß peptides levels whereas expression of a biologically inactive ADAM30 (ADAM30(mut)) did not affect Aß secretion. Proteomics/cell-based experiments showed that ADAM30-dependent regulation of APP metabolism required both cathepsin D (CTSD) activation and APP sorting to lysosomes. Accordingly, in Alzheimer-like transgenic mice, neuronal ADAM30 over-expression lowered Aß42 secretion in neuron primary cultures, soluble Aß42 and amyloid plaque load levels in the brain and concomitantly enhanced CTSD activity and finally rescued long term potentiation alterations. Our data thus indicate that lowering ADAM30 expression may favor Aß production, thereby contributing to Alzheimer's disease development.


Assuntos
Proteínas ADAM/metabolismo , Peptídeos beta-Amiloides/metabolismo , Catepsina D/metabolismo , Proteínas ADAM/antagonistas & inibidores , Proteínas ADAM/genética , Doença de Alzheimer/metabolismo , Doença de Alzheimer/patologia , Sequência de Aminoácidos , Animais , Encéfalo/metabolismo , Encéfalo/patologia , Catepsina D/química , Linhagem Celular Tumoral , Regulação para Baixo/efeitos dos fármacos , Células HEK293 , Humanos , Lisossomos/metabolismo , Macrolídeos/farmacologia , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Microscopia de Fluorescência , Técnicas de Patch-Clamp , Pepstatinas/farmacologia , Interferência de RNA , RNA Interferente Pequeno/metabolismo
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