Influence of CHIEF pathway genes on gene expression: a pathway approach to functionality.

International journal of molecular epidemiology and genetics Pub Date : 2014-05-29 eCollection Date: 2014-01-01
Martha L Slattery, Abbie Lundgreen, Lila E Mullany, Rosalind B Penney, Roger K Wolff
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Abstract

Background: Candidate pathway approaches in disease association studies often utilize a tagSNP approach to capture genetic variation. In this paper we assess gene expression patterns with SNPs in genes in the CHIEF pathway to help determine their potential functionality.

Methods: Quantitative real-time RT-PCR was run to determine gene expression of 13 genes in normal colon tissue samples from 82 individuals. TagSNP genotype data were obtained from a GoldenGate Illumina multiplex bead array platform. Age, sex, and genetic ancestry adjusted general linear models were used to estimate beta coefficients and p values.

Results: Genetic variation in mTOR (1 SNP), NFKB1 (4 SNPs), PRKAG2 (3 SNPs), and TSC2 (1 SNP) significantly influenced their expression. After adjustment for multiple comparisons several associations between pathway genes and expression of other genes were significant. These included AKT1 rs1130214 associated with expression of PDK1; NFκB1 rs13117745 and rs4648110 with STK11 expression; PRKAG2 rs6965771 with expression of NFκB1, PIK3CA, and RPS6KB2; RPS6KB1 rs80711475 with STK11 expression; STK11 rs741765 with PIK3CA and PRKAG2 expression; and TSC2 rs3087631 with AKT1, IkBκB, NFκB1, PDK1, PIK3CA, PRKAG2, and PTEN expression. The higher levels of differential expression were noted for TSC2 rs3087631 (percent difference ranges from 108% to 198% across genes). Many of these SNPs and genes also were associated with colon and rectal cancer risk.

Conclusions: Our results suggest that pathway genes may regulate expression of other genes in the pathway. The convergence of these genes in several biological pathways involved in cancer further supports their importance to the carcinogenic process.

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CHIEF通路基因对基因表达的影响:一种功能通路方法。
背景:疾病关联研究中的候选途径方法通常使用标签snp方法来捕获遗传变异。在本文中,我们评估了CHIEF通路中基因中snp的基因表达模式,以帮助确定它们的潜在功能。方法:采用实时荧光定量RT-PCR检测82例正常结肠组织标本中13个基因的表达情况。TagSNP基因型数据来自GoldenGate Illumina多重头阵列平台。使用年龄、性别和遗传血统调整后的一般线性模型来估计β系数和p值。结果:mTOR(1个SNP)、NFKB1(4个SNP)、PRKAG2(3个SNP)和TSC2(1个SNP)的遗传变异显著影响其表达。经过多次比较调整后,通路基因与其他基因表达之间的一些关联是显著的。其中包括与PDK1表达相关的AKT1 rs1130214;NFκB1 rs13117745和rs4648110与STK11表达;表达NFκB1、PIK3CA、RPS6KB2的PRKAG2 rs6965771;RPS6KB1 rs80711475表达STK11;表达PIK3CA和PRKAG2的STK11 rs741765;TSC2 rs3087631表达AKT1、ikb - κ b、nf - κ b1、PDK1、PIK3CA、PRKAG2和PTEN。TSC2 rs3087631的差异表达水平较高(基因间差异范围为108%至198%)。其中许多snp和基因也与结肠癌和直肠癌的风险有关。结论:我们的研究结果提示通路基因可能调控通路中其他基因的表达。这些基因在涉及癌症的几个生物学途径中的趋同进一步支持了它们在致癌过程中的重要性。
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