Thomas Reuben, Gohlke Julia M, Stopper Geffrey F, Parham Frederick M, Portier Christopher J
Environmental Systems Biology Group, Laboratory of Molecular Toxicology, National Institute of Environmental Health Sciences, RTP, NC 27709, USA.
Genome Biol. 2009;10(4):R44. doi: 10.1186/gb-2009-10-4-r44. Epub 2009 Apr 24.
A method is proposed that finds enriched pathways relevant to a studied condition using the measured molecular data and also the structural information of the pathway viewed as a network of nodes and edges. Tests are performed using simulated data and genomic data sets and the method is compared to two existing approaches. The analysis provided demonstrates the method proposed is very competitive with the current approaches and also provides biologically relevant results.
提出了一种方法,该方法利用测得的分子数据以及被视为节点和边网络的通路的结构信息来找到与所研究疾病相关的富集通路。使用模拟数据和基因组数据集进行测试,并将该方法与两种现有方法进行比较。所提供的分析表明,所提出的方法与当前方法相比具有很强的竞争力,并且还提供了生物学上相关的结果。