BloodGen3Module: blood transcriptional module repertoire analysis and visualization using R

被引:26
作者
Rinchai, Darawan [1 ]
Roelands, Jessica [1 ]
Toufiq, Mohammed [1 ]
Hendrickx, Wouter [1 ]
Altman, Matthew C. [2 ,3 ]
Bedognetti, Davide [1 ]
Chaussabel, Damien [1 ]
机构
[1] Sidra Med, Res Branch, Doha, Qatar
[2] Univ Washington, Div Allergy & Infect Dis, Seattle, WA 98195 USA
[3] Benaroya Res Inst, Syst Immunol, Seattle, WA 98101 USA
基金
美国国家卫生研究院;
关键词
INTERLEUKIN-1; CHILDREN;
D O I
10.1093/bioinformatics/btab121
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: We previously described the construction and characterization of fixed reusable blood transcriptional module repertoires. More recently we released a third iteration ('BloodGen3' module repertoire) that comprises 382 functionally annotated modules and encompasses 14 168 transcripts. Custom bioinformatic tools are needed to support downstream analysis, visualization and interpretation relying on such fixed module repertoires. Results: We have developed and describe here an R package, BloodGen3Module. The functions of our package permit group comparison analyses to be performed at the module-level, and to display the results as annotated fingerprint grid plots. A parallel workflow for computing module repertoire changes for individual samples rather than groups of samples is also available; these results are displayed as fingerprint heatmaps. An illustrative case is used to demonstrate the steps involved in generating blood transcriptome repertoire fingerprints of septic patients. Taken together, this resource could facilitate the analysis and interpretation of changes in blood transcript abundance observed across a wide range of pathological and physiological states.
引用
收藏
页码:2382 / 2389
页数:8
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