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SNPxGE(2): a database for human SNP-coexpression associations

机译:SNPxGE(2):人类SNP共表达关联的数据库

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Motivation: Recently, gene-coexpression relationships have been found to be often conditional and dynamic. Many studies have suggested that single nucleotide polymorphisms (SNPs) have impacts on gene expression variations in human populations. Results: The SNPxGE(2) database contains the computationally predicted human SNP-coexpression associations, i.e. the differential coexpression between two genes is associated with the genotypes of an SNP. These data were generated from a large-scale association study that was based on the HapMap phase I data, which covered 269 individuals from 4 human populations, 556 873 SNPs and 15 000 gene expression profiles. In order to reduce the computational cost, the SNP-coexpression associations were assessed using gap/substitution models, proven to have a comparable power to logistic regression models. The results, at a false discovery rate (FDR) cutoff of 0.1, consisted of 44 769 and 50 792 SNP-coexpression associations based on single and pooled populations, respectively, and can be queried in the SNPxGE(2) database via either gene symbol or reference SNP ID. For each reported association, a detailed information page is provided.
机译:动机:最近,发现基因共表达关系通常是有条件的和动态的。许多研究表明,单核苷酸多态性(SNP)对人类基因表达变异有影响。结果:SNPxGE(2)数据库包含计算预测的人类SNP共表达关联,即两个基因之间的差异共表达与SNP的基因型相关。这些数据是根据基于HapMap第一阶段数据的大规模关联研究得出的,该研究涵盖了来自4个人群的269个个体,556 873个SNP和15000个基因表达谱。为了减少计算成本,使用缺口/替代模型评估了SNP-共表达关联,事实证明它们与逻辑回归模型具有可比性。结果的错误发现率(FDR)截止值为0.1,分别由44 769个和50 792个SNP共表达关联组成,分别基于单个种群和合并种群,可以通过任一基因符号在SNPxGE(2)数据库中进行查询。或参考SNP ID。对于每个报告的关联,都提供了详细信息页面。

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