Exploring SNP‐SNP interactions and colon cancer risk using polymorphism interaction analysis
Open Access
- 20 January 2006
- journal article
- research article
- Published by Wiley in International Journal of Cancer
- Vol. 118 (7) , 1790-1797
- https://doi.org/10.1002/ijc.21523
Abstract
Several single nucleotide polymorphisms (SNPs) in genes derived from distinct pathways are associated with colon cancer risk; however, few studies have examined SNP‐SNP interactions concurrently. We explored the association between colon cancer and 94 SNPs, using a novel approach, polymorphism interaction analysis (PIA). We developed PIA to examine all possible SNP combinations, based on the 94 SNPs studied in 216 male colon cancer cases and 255 male controls, employing 2 separate functions that crossvalidate and minimize false‐positive results in the evaluation of SNP combinations to predict colon cancer risk. PIA identified previously described null polymorphisms in glutathione‐S‐transferase T1 (GSTT1) as the best predictor of colon cancer among the studied SNPs, and also identified novel polymorphisms in the inflammation and hormone metabolism pathways that singly or jointly predict cancer risk. PIA identified SNPs that may interact with the GSTT1 polymorphism, including coding polymorphisms in TP53 (Arg72Pro in p53) and CASP8 (Asp302His in caspase 8), which may modify the association between this polymorphism and colon cancer. This was confirmed by logistic regression, as the GSTT1 null polymorphism in combination with either the TP53 or the CASP8 polymorphism significantly alter colon cancer risk (pinteraction < 0.02 for both). GSTT1 prevents DNA damage by detoxifying mutagenic compounds, while the p53 protein facilitates repair of DNA damage and induces apoptosis, and caspase 8 is activated in p53‐mediated apoptosis. Our results suggest that PIA is a valid method for suggesting SNP‐SNP interactions that may be validated in future studies, using more traditional statistical methods on different datasets (Supplementary material can be found on the International Journal of Cancer website at http://www.interscience.wiley.com/jpages/0020‐7136/suppmat). Published 2005 Wiley‐Liss, Inc.Keywords
This publication has 17 references indexed in Scilit:
- Arachidonate lipoxygenase (ALOX) and cyclooxygenase (COX) polymorphisms and colon cancer riskCarcinogenesis: Integrative Cancer Research, 2004
- SNP500Cancer: a public resource for sequence validation and assay development for genetic variation in candidate genesNucleic Acids Research, 2004
- Quantitative real-time PCR for gene dosage determinations in microdeletion genotypesBioTechniques, 2003
- Mathematical multi-locus approaches to localizing complex human trait genesNature Reviews Genetics, 2003
- The Human Caspase-8 Promoter Sustains Basal Activity through SP1 and ETS-like Transcription Factors and Can Be Up-regulated by a p53-dependent MechanismJournal of Biological Chemistry, 2003
- Multifactor dimensionality reduction software for detecting gene–gene and gene–environment interactionsBioinformatics, 2003
- Essential Role for Caspase-8 in Transcription-independent Apoptosis Triggered by p53Journal of Biological Chemistry, 2000
- Glutathione S-transferase T1 and M1 genotypes in normal mucosa, transitional mucosa and colorectal adenocarcinomaInternational Journal of Cancer, 1999
- Molecular epidemiology of the human glutathione S-transferase genotypes GSTM1 and GSTT1 in cancer susceptibility.1997
- SHORT COMMUNICATION: Glutathione S-transferase GSTT1 genotypes and susceptibility to cancer: studies of interactions with GSTM1 in lung, oral, gastric and colorectal cancersCarcinogenesis: Integrative Cancer Research, 1996