Arizona Cancer Center, University of Arizona, 1515 Campbell Avenue, Tucson, AZ 85724, USA.
Hum Genet. 2011 May;129(5):503-12. doi: 10.1007/s00439-010-0942-0. Epub 2011 Jan 11.
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.
胰岛素和胰岛素样生长因子(IGF)基因与结直肠癌的发生有关。基因间相互作用影响胰岛素/IGF 通路,被认为是结直肠肿瘤风险的修饰因子。我们构建了一个分类树,以检测来自两项化学预防试验的 1439 名受试者中 18 个 IGF 和胰岛素通路相关基因以及同时性结直肠肿瘤的基因间相互作用。携带 rs7166348(IGF1R)任何 A 等位基因和 rs1823023(PIK3R1)AA 基因型的个体发生结直肠肿瘤的概率最高(71.8%)。相比之下,携带 rs7166348(IGF1R)任何 A 等位基因、PIK3R1 变异体任何 G 等位基因和 rs10426094(INSR)AA 基因型的个体发生结直肠肿瘤的概率最低(14.3%)。Logistic 回归模型显示,rs7166348(IGF1R)任何 A 与 rs1823023(PIK3R1)AA 基因型的组合与结直肠肿瘤的发生具有最高的比值比(OR 3.7;95%CI 2.2-6.5),与 rs7166348(IGF1R)GG 携带者相比。相反,rs7166348(IGFR1)任何 A 等位基因、rs1823023(PIK3R1)任何 G 等位基因和 rs10426094(INSR)AA 基因型与结直肠肿瘤的发生具有最低的比值比(OR 0.22;95%CI 0.07-0.66)。按母研究和干预臂分层分析显示,关联的方向和幅度具有高度一致性趋势,并有初步证据表明亚组个体的 IGF-1 水平存在基因型效应。这些结果与多因素维度缩减分析的结果进行了比较,该分析确定了相同基因(INSR 和 IGF1R)中的不同单核苷酸多态性作为结直肠肿瘤的效应修饰因子。这些结果支持胰岛素/IGF 通路基因遗传相互作用在结直肠肿瘤风险中的作用。