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1.
Cell Genom ; 4(5): 100542, 2024 May 08.
Artigo em Inglês | MEDLINE | ID: mdl-38663407

RESUMO

Cis-regulatory elements control transcription levels, temporal dynamics, and cell-cell variation or transcriptional noise. However, the combination of regulatory features that control these different attributes is not fully understood. Here, we used single-cell RNA-seq during an estrogen treatment time course and machine learning to identify predictors of expression timing and noise. We found that genes with multiple active enhancers exhibit faster temporal responses. We verified this finding by showing that manipulation of enhancer activity changes the temporal response of estrogen target genes. Analysis of transcriptional noise uncovered a relationship between promoter and enhancer activity, with active promoters associated with low noise and active enhancers linked to high noise. Finally, we observed that co-expression across single cells is an emergent property associated with chromatin looping, timing, and noise. Overall, our results indicate a fundamental tradeoff between a gene's ability to quickly respond to incoming signals and maintain low variation across cells.


Assuntos
Elementos Facilitadores Genéticos , Estrogênios , Regiões Promotoras Genéticas , Transcrição Gênica , Humanos , Cromatina/genética , Estrogênios/fisiologia , Regulação da Expressão Gênica , Aprendizado de Máquina , Análise de Célula Única
2.
Blood ; 128(26): 3073-3082, 2016 12 29.
Artigo em Inglês | MEDLINE | ID: mdl-28034872

RESUMO

During the ontogeny of the mammalian immune system, distinct lineages of cells arise from fetal and adult hematopoietic stem cells (HSCs) during specific stages of development. However, in some cases, the same immune cell type is produced by both HSC populations, resulting in the generation of phenotypically similar cells with distinct origins and divergent functional properties. In this report, we demonstrate that neonatal CD8+ T cells preferentially become short-lived effectors and adult CD8+ T cells selectively form long-lived memory cells after infection because they are derived from distinct progenitor cells. Notably, we find that naïve neonatal CD8+ T cells originate from a progenitor cell that is distinguished by expression of Lin28b. Remarkably, ectopic expression of Lin28b enables adult progenitors to give rise to CD8+ T cells that are phenotypically and functionally analogous to those found in neonates. These findings suggest that neonatal and adult CD8+ T cells belong to separate lineages of CD8+ T cells, and potentially explain why it is challenging to elicit memory CD8+ T cells in early life.


Assuntos
Células-Tronco Adultas/citologia , Linfócitos T CD8-Positivos/citologia , Células-Tronco Fetais/citologia , Feto/citologia , Células-Tronco Adultas/metabolismo , Envelhecimento , Animais , Animais Recém-Nascidos , Biomarcadores/metabolismo , Proteínas de Ligação a DNA/metabolismo , Células-Tronco Fetais/metabolismo , Perfilação da Expressão Gênica , Memória Imunológica , Camundongos Endogâmicos C57BL , Fenótipo , Proteínas de Ligação a RNA , Timo/citologia
3.
Sci Rep ; 5: 16399, 2015 Nov 09.
Artigo em Inglês | MEDLINE | ID: mdl-26549197

RESUMO

MicroRNAs regulate most mammalian genes, and they control numerous aspects of immune system development and function. Their precise roles in the CD8+ T cell response, however, remain unclear. In this report, we show that in the absence of the microRNA miR-150, CD8+ T cells fail to undergo robust expansion and differentiation into short-lived terminal effector cells in response to primary infection with Listeria monocytogenes or Vaccinia virus. Notably, even after transitioning into the memory pool, miR-150(-/-) cells still mount a weaker recall response to secondary infection, and remain less differentiated than their wild-type counterparts. Transcriptome analysis shows miR-150 gene targets are globally upregulated in cells lacking miR-150, and amongst these targets, we found misregulation of genes associated with proliferation and effector cell function. These transcriptome data suggest that miR-150 deficient CD8+ T cells are less efficient in killing infected cells, which we validate experimentally. Together, these results reveal a cell-intrinsic role for miR-150 in the regulation of effector CD8+ T cell fate and function.


Assuntos
Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/metabolismo , Diferenciação Celular/genética , Citotoxicidade Imunológica/genética , Regulação da Expressão Gênica , MicroRNAs/genética , Animais , Linfócitos T CD8-Positivos/citologia , Perfilação da Expressão Gênica , Técnicas de Inativação de Genes , Memória Imunológica/genética , Imunofenotipagem , Ativação Linfocitária/genética , Ativação Linfocitária/imunologia , Masculino , Camundongos , Fenótipo , Transcrição Gênica , Transcriptoma
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