PLoS ONE · 2014 · 14 citations · 48 references
MedicineMolecular GeneticsOncologyCancer GeneticsPharmacogeneticsPharmacogenomicsCancer BiomarkersCancer GenomicsCancer PharmacogenomicsChemotherapy PharmacogenomicsColorectal CancerFunctional GenomicsCancer Drug Response PredictionCancer Genomic Biomarker DiscoveryCapecitabine-based TherapyColorectal Cancer BiomarkersFunctional Genomics In CancerGenotype-based Drug Response PredictionPredictive BiomarkersRecist Criteria
5-Fluorouracil (5-FU) and its pro-drug Capecitabine have been widely used in treating colorectal cancer. However, not all patients will respond to the drug, hence there is a need to develop reliable early predictive biomarkers for 5-FU response. Here, we report a novel potentially functional Single Nucleotide Polymorphism (pfSNP) approach to identify SNPs that may serve as predictive biomarkers of response to 5-FU in Chinese metastatic colorectal cancer (CRC) patients. 1547 pfSNPs and one variable number tandem repeat (VNTR) in 139 genes in 5-FU drug (both PK and PD pathway) and colorectal cancer disease pathways were examined in 2 groups of CRC patients. Shrinkage of liver metastasis measured by RECIST criteria was used as the clinical end point. Four non-responder-specific pfSNPs were found to account for 37.5% of all non-responders (P<0.0003). Five additional pfSNPs were identified from a multivariate model (AUC under ROC = 0.875) that was applied for all other pfSNPs, excluding the non-responder-specific pfSNPs. These pfSNPs, which can differentiate the other non-responders from responders, mainly reside in tumor suppressor genes or genes implicated in colorectal cancer risk. Hence, a total of 9 novel SNPs with potential functional significance may be able to distinguish non-responders from responders to 5-FU. These pfSNPs may be useful biomarkers for predicting response to 5-FU.
48
SIFT web server: predicting effects of amino acid substitutions on proteins
Ngak-Leng Sim, P. Naresh Kumar, Jing Hu et al. · Nucleic Acids Research · 2012 · 2.5K citations · Full text
A MicroRNA Signature of Hypoxia
Ritu Kulshreshtha, Manuela Ferracin, Sylwia E. Wojcik et al. · Molecular and Cellular Biology · 2006 · 1.1K citations · Full text