Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain.
Universitat Pompeu Fabra (UPF), Barcelona, Spain.
Bioinformatics. 2018 Sep 15;34(18):3235-3237. doi: 10.1093/bioinformatics/bty326.
Biomedical studies currently include a large volume of genomic and environmental factors for studying the etiology of human diseases. R/Bioconductor projects provide several tools for performing enrichment analysis at gene-pathway level, allowing researchers to develop novel hypotheses. However, there is a need to perform similar analyses at the chemicals-genes or chemicals-diseases levels to provide complementary knowledge of the causal path between chemicals and diseases. While the Comparative Toxicogenomics DatabaseTM (CTD) provides information about these relationships, there is no software for integrating it into R/Bioconductor analysis pipelines. CTDquerier helps users to easily download CTD data and integrate it in the R/Bioconductor framework. The package also contains functions for visualizing CTD data and performing enrichment analyses. We illustrate how to use the package with a real data analysis of asthma-related genes. CTDquerier is a flexible and easy-to-use Bioconductor package that provides novel hypothesis about the relationships between chemicals and diseases.
CTDquerier R package is available through Bioconductor and its development version at https://github.com/isglobal-brge/CTDquerier.
Supplementary data are available at Bioinformatics online.
生物医学研究目前包括大量基因组和环境因素,用于研究人类疾病的病因。R/Bioconductor 项目提供了几种在基因-途径水平上进行富集分析的工具,允许研究人员提出新的假设。然而,有必要在化学品-基因或化学品-疾病水平上进行类似的分析,以提供化学品和疾病之间因果关系的补充知识。虽然比较毒理学基因组数据库(CTD)提供了有关这些关系的信息,但没有软件可以将其集成到 R/Bioconductor 分析管道中。CTDquerier 帮助用户轻松下载 CTD 数据并将其集成到 R/Bioconductor 框架中。该软件包还包含用于可视化 CTD 数据和执行富集分析的功能。我们通过对与哮喘相关基因的实际数据分析来说明如何使用该软件包。CTDquerier 是一个灵活易用的 Bioconductor 软件包,为化学品和疾病之间的关系提供了新的假设。
CTDquerier R 软件包可通过 Bioconductor 及其开发版本获得,网址为 https://github.com/isglobal-brge/CTDquerier。
补充数据可在 Bioinformatics 在线获取。