Division of Human Genetics, Immunology Research Center, Avicenna Research Institute, Mashhad University of Medical Sciences, Mashhad, Iran.
Cancer Epidemiol. 2010 Jun;34(3):285-90. doi: 10.1016/j.canep.2010.03.009. Epub 2010 Apr 20.
A complex of genetic and environmental factors is involved in carcinogenesis of the esophageal squamous cell carcinoma (ESCC). Glutathione-S-Transferases (GSTs) are phase-II enzymes playing role in detoxification of carcinogen electrophiles. Genetic polymorphisms of GSTM1, GSTT1 and GSTP1 in association with some environmental factors and their impact on esophageal cancer susceptibility were assessed in the Iranian population.
Genomic DNA of peripheral blood leukocytes from 148 confirmed esophageal cancer cases and 137 healthy individuals as control group was assayed for restriction fragment length polymorphisms in the GSTP1 loci by PCR amplification followed by digestion with Alw26I. Deletion of the GSTM1 and GSTT1 genes was detected by multiplex PCR. A data-mining method based on decision trees was applied to produce a predictive model of interactions between genotypes.
Smoking was independently associated with ESCC (p<0.05, OR: 2.286, 95% CI=1.311-3.983). Smoking along with GSTP1 Val/Val genotype was associated to ESCC (p<0.001, OR: 3.886, 95% CI=1.830-8.251), while non-smokers with GSTP1 Val/Val were significantly more frequent in non-cancerous group. (p=0.007, OR: 0.507, 95% CI=0.309-0.830).
Data-mining methods are useful tools to map out a scheme for predicting complex relations and combinations of different genotypes. Genotyping analysis of GSTP1 together with assessment of smoking seems to be important in determining the risk of ESCC in the Iranian population.
遗传和环境因素的复杂相互作用参与了食管鳞状细胞癌(ESCC)的发生。谷胱甘肽 S-转移酶(GSTs)是Ⅱ相酶,在致癌物亲电子体的解毒中起作用。在伊朗人群中,评估了 GSTM1、GSTT1 和 GSTP1 的遗传多态性与一些环境因素之间的关联及其对食管癌易感性的影响。
通过聚合酶链反应(PCR)扩增,然后用 Alw26I 消化,检测外周血白细胞基因组 DNA 中 GSTP1 基因座的限制性片段长度多态性,以确定 GSTP1 基因座的多态性。通过多重 PCR 检测 GSTM1 和 GSTT1 基因的缺失。应用基于决策树的数据挖掘方法生成基因型之间相互作用的预测模型。
吸烟与 ESCC 独立相关(p<0.05,OR:2.286,95%CI=1.311-3.983)。与 GSTP1 Val/Val 基因型相关的吸烟与 ESCC 相关(p<0.001,OR:3.886,95%CI=1.830-8.251),而非吸烟者 GSTP1 Val/Val 基因型在非癌症组中更为常见(p=0.007,OR:0.507,95%CI=0.309-0.830)。
数据挖掘方法是映射复杂关系和不同基因型组合方案的有用工具。在伊朗人群中,GSTP1 基因分型分析结合吸烟评估似乎对确定 ESCC 的风险很重要。