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首页> 外文期刊>BMC Genomics >A rigorous method for multigenic families' functional annotation: the peptidyl arginine deiminase (PADs) proteins family example
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A rigorous method for multigenic families' functional annotation: the peptidyl arginine deiminase (PADs) proteins family example

机译:多基因家族功能注释的严格方法:肽基精氨酸脱亚氨酶(PADs)蛋白家族实例

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Background large scale and reliable proteins' functional annotation is a major challenge in modern biology. Phylogenetic analyses have been shown to be important for such tasks. However, up to now, phylogenetic annotation did not take into account expression data (i.e. ESTs, Microarrays, SAGE, ...). Therefore, integrating such data, like ESTs in phylogenetic annotation could be a major advance in post genomic analyses. We developed an approach enabling the combination of expression data and phylogenetic analysis. To illustrate our method, we used an example protein family, the peptidyl arginine deiminases (PADs), probably implied in Rheumatoid Arthritis. Results the analysis was performed as follows: we built a phylogeny of PAD proteins from the NCBI's NR protein database. We completed the phylogenetic reconstruction of PADs using an enlarged sequence database containing translations of ESTs contigs. We then extracted all corresponding expression data contained in EST database This analysis allowed us 1/ To extend the spectrum of homologs-containing species and to improve the reconstruction of genes' evolutionary history. 2/ To deduce an accurate gene expression pattern for each member of this protein family. 3/ To show a correlation between paralogous sequences' evolution rate and pattern of tissular expression. Conclusion coupling phylogenetic reconstruction and expression data is a promising way of analysis that could be applied to all multigenic families to investigate the relationship between molecular and transcriptional evolution and to improve functional annotation.
机译:背景技术大规模和可靠的蛋白质功能注释是现代生物学中的主要挑战。系统发育分析已显示对于此类任务很重要。但是,到目前为止,系统发育注释尚未考虑表达数据(即EST,微阵列,SAGE等)。因此,将类似EST的数据整合到系统发育注释中可能是后基因组分析的重要进展。我们开发了一种方法,可以将表达数据和系统发育分析相结合。为了说明我们的方法,我们使用了一个示例性蛋白质家族,即可能暗示于类风湿关节炎中的肽基精氨酸脱亚氨酶(PAD)。结果分析如下:我们从NCBI的NR蛋白数据库建立了PAD蛋白的系统发育树。我们使用包含EST重叠群翻译的扩大序列数据库完成了PAD的系统发育重建。然后,我们提取了EST数据库中包含的所有相应表达数据。该分析使我们1 /扩展了包含同源物的物种的谱并改善了基因进化史的重建。 2 /为该蛋白质家族的每个成员推导准确的基因表达模式。 3 /显示同源序列的进化速率与组织表达模式之间的相关性。结论结合系统发育重建和表达数据是一种有前途的分析方法,可应用于所有多基因家族,以研究分子与转录进化之间的关系并改善功能注释。

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