Genes in the insulin and insulin-like growth factor pathway and odds of metachronous colorectal neoplasia
Insulin and insulin-like growth factor (IGF) genes are implicated in colorectal carcinogenesis. Gene-by-gene interactions that influence the insulin/IGF pathways were hypothesized as modifiers of colorectal neoplasia risk. We built a classification tree to detect interactions in 18 IGF and insulin p...
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Veröffentlicht in: | Human genetics 2011-05, Vol.129 (5), p.503-512 |
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Zusammenfassung: | Insulin and insulin-like growth factor (IGF) genes are implicated in colorectal carcinogenesis. Gene-by-gene interactions that influence the insulin/IGF pathways were hypothesized as modifiers of colorectal neoplasia risk. We built a classification tree to detect interactions in 18 IGF and insulin pathway-related genes and metachronous colorectal neoplasia among 1,439 subjects pooled from two chemoprevention trials. The probability of colorectal neoplasia was greatest (71.8%) among carriers of any A allele for rs7166348 (
IGF1R
) and AA genotype for rs1823023 (
PIK3R1
)
.
In contrast, carriers of any A at rs7166348 (
IGF1R
), any G for the
PIK3R1
variant, and AA for rs10426094 (
INSR
) had the lowest probability (14.3%). Logistic regression modeling showed that any A at rs7166348 (
IGF1R
) with the AA genotype at rs1823023 (
PIK3R1
) conferred the highest odds of colorectal neoplasia (OR 3.7; 95% CI 2.2–6.5), compared with carriage of GG at rs7166348 (
IGF1R
). Conversely, any A at rs7166348 (
IGFR1
), any G allele at rs1823023 (
PIK3R1
), and the AA genotype at rs10426094 (
INSR
) conferred the lowest odds (OR 0.22; 95% CI 0.07–0.66). Stratifying the analysis by parent study and intervention arm showed highly consistent trends in direction and magnitude of associations, with preliminary evidence of genotype effects on measured IGF-1 levels in a subgroup of subjects. These results were compared to those from multifactor dimensionality reduction, which identified different single nucleotide polymorphisms in the same genes (
INSR
and
IGF1R
) as effect modifiers for colorectal neoplasia. These results support a role for genetic interactions in the insulin/IGF pathway genes in colorectal neoplasia risk. |
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ISSN: | 0340-6717 1432-1203 |
DOI: | 10.1007/s00439-010-0942-0 |