Redundancy among gene sets has often been observed because, by their nature, gene sets such as pathways are biological systems in which a gene may function in multiple ways and thus may appear multiple times in functional gene sets. Although at the systems biology level this reflects the crosstalk between gene sets and the complexity of biological systems, it causes an overlap of member genes and redundant information among gene sets, thus making the results of gene set analysis more difficult to interpret.
