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1.
Dev Biol ; 426(2): 409-417, 2017 06 15.
Artigo em Inglês | MEDLINE | ID: mdl-27475627

RESUMO

Gene regulatory networks (GRNs) involve highly combinatorial interactions between transcription factors and short sequence motifs in cis-regulatory modules of target genes to control cellular phenotypes. The GRNs specifying most cell types are largely unknown and are the subject of wide interest. A catalog of transcription factors is a valuable tool toward obtaining a deeper understanding of the role of these critical effectors in any biological setting. Here we present a comprehensive catalog of the transcription factors for the diploid frog Xenopus tropicalis. We identify 1235 genes encoding DNA-binding transcription factors, comparable to the numbers found in typical mammalian species. In detail, the repertoire of X. tropicalis transcription factor genes is nearly identical to human and mouse, with the exception of zinc finger family members, and a small number of species/lineage-specific gene duplications and losses relative to the mammalian repertoires. We applied this resource to the identification of transcription factors differentially expressed in the early gastrula stage embryo. We find transcription factor enrichment in Spemann's organizer, the ventral mesoderm, ectoderm and endoderm, and report 218 TFs that show regionalized expression patterns at this stage. Many of these have not been previously reported as expressed in the early embryo, suggesting thus far unappreciated roles for many transcription factors in the GRNs regulating early development. We expect our transcription factor catalog will facilitate myriad studies using Xenopus as a model system to understand basic biology and human disease.


Assuntos
Gástrula/metabolismo , Regulação da Expressão Gênica no Desenvolvimento , Fatores de Transcrição/biossíntese , Proteínas de Xenopus/biossíntese , Xenopus/metabolismo , Animais , Sequência de Bases , Embrião não Mamífero/metabolismo , Humanos , Camundongos , Especificidade da Espécie , Fatores de Transcrição/genética , Xenopus/embriologia , Xenopus/genética , Proteínas de Xenopus/genética
2.
Development ; 141(23): 4537-47, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25359723

RESUMO

Nodal/TGFß signaling regulates diverse biological responses. By combining RNA-seq on Foxh1 and Nodal signaling loss-of-function embryos with ChIP-seq of Foxh1 and Smad2/3, we report a comprehensive genome-wide interaction between Foxh1 and Smad2/3 in mediating Nodal signaling during vertebrate mesendoderm development. This study significantly increases the total number of Nodal target genes regulated by Foxh1 and Smad2/3, and reinforces the notion that Foxh1-Smad2/3-mediated Nodal signaling directly coordinates the expression of a cohort of genes involved in the control of gene transcription, signaling pathway modulation and tissue morphogenesis during gastrulation. We also show that Foxh1 may function independently of Nodal signaling, in addition to its role as a transcription factor mediating Nodal signaling via Smad2/3. Finally, we propose an evolutionarily conserved interaction between Foxh1 and PouV, a mechanism observed in Pou5f1-mediated regulation of pluripotency in human embryonic stem and epiblast cells.


Assuntos
Endoderma/embriologia , Fatores de Transcrição Forkhead/metabolismo , Regulação da Expressão Gênica no Desenvolvimento/fisiologia , Mesoderma/embriologia , Fator de Crescimento Transformador beta/metabolismo , Proteínas de Xenopus/metabolismo , Xenopus/embriologia , Animais , Western Blotting , Imunoprecipitação da Cromatina , Biologia Computacional , Fatores de Transcrição Forkhead/genética , Regulação da Expressão Gênica no Desenvolvimento/genética , Técnicas de Silenciamento de Genes , Humanos , Imunoprecipitação , Morfolinos/genética , Proteína Nodal/genética , Proteína Nodal/metabolismo , Reação em Cadeia da Polimerase em Tempo Real , Proteína Smad2/metabolismo , Proteína Smad3/metabolismo , Estatísticas não Paramétricas , Proteínas de Xenopus/genética
3.
BMC Syst Biol ; 8: 3, 2014 Jan 08.
Artigo em Inglês | MEDLINE | ID: mdl-24397936

RESUMO

BACKGROUND: During embryogenesis, signaling molecules produced by one cell population direct gene regulatory changes in neighboring cells and influence their developmental fates and spatial organization. One of the earliest events in the development of the vertebrate embryo is the establishment of three germ layers, consisting of the ectoderm, mesoderm and endoderm. Attempts to measure gene expression in vivo in different germ layers and cell types are typically complicated by the heterogeneity of cell types within biological samples (i.e., embryos), as the responses of individual cell types are intermingled into an aggregate observation of heterogeneous cell types. Here, we propose a novel method to elucidate gene regulatory circuits from these aggregate measurements in embryos of the frog Xenopus tropicalis using gene network inference algorithms and then test the ability of the inferred networks to predict spatial gene expression patterns. RESULTS: We use two inference models with different underlying assumptions that incorporate existing network information, an ODE model for steady-state data and a Markov model for time series data, and contrast the performance of the two models. We apply our method to both control and knockdown embryos at multiple time points to reconstruct the core mesoderm and endoderm regulatory circuits. Those inferred networks are then used in combination with known dorsal-ventral spatial expression patterns of a subset of genes to predict spatial expression patterns for other genes. Both models are able to predict spatial expression patterns for some of the core mesoderm and endoderm genes, but interestingly of different gene subsets, suggesting that neither model is sufficient to recapitulate all of the spatial patterns, yet they are complementary for the patterns that they do capture. CONCLUSION: The presented methodology of gene network inference combined with spatial pattern prediction provides an additional layer of validation to elucidate the regulatory circuits controlling the spatial-temporal dynamics in embryonic development.


Assuntos
Biologia Computacional/métodos , Regulação da Expressão Gênica no Desenvolvimento , Redes Reguladoras de Genes , Xenopus/embriologia , Xenopus/genética , Algoritmos , Animais , Cadeias de Markov
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