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Motivation: The high redundancy of and high degree of cross-talk between biological pathways hint that a sub-pathway may respond more effectively or sensitively than the whole pathway.However, few current pathway enrichment analysis methods account for the sub-pathways or structures of the tested pathways.We present a sub-pathway-based enrichment approach for identifying a drug response principal network, which takes into consideration the quantitative structures of the pathways.