Despite improvements in the surveillance, diagnosis, and multimodal therapies for colorectal cancer (CRC), its mortality is persistently high worldwide [1-3]. Continuing efforts for controlling CRC using similar strategies seems not sufficient given the persistent threats of CRC on human health. Prevention, in the form of chemoprevention, may provide another cost-effective way to enhance the outcomes of individuals at risk of developing CRC. In this regard, aspirin is emerging as a promising agent in the chemoprevention of CRC, especially for those at risk of cardiovascular diseases. However, the overall efficacy (∼30%) reported from multiple randomized controlled trials is still limited [4-6]. The reasons for the limited efficacies of aspirin are elusive. Genetic and epigenetic factors are thought to be critical in relation to drug responses [7, 8]. Cyclooxygenase-2 (COX-2) has been identified as one of the important factors affecting aspirin response. In one study by Chan et al. [9], the authors demonstrated that aspirin could reduce the risk of CRC in individuals that overexpressed COX-2 but not in those with a weak or absent expression of COX-2. The percentage of COX-2 overexpression in that study was 67%, much higher than the observed responsive rate in clinical trials [9]; suggesting that the status of COX-2 expression cannot fully explain the