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轴突导向信号通路与吸烟相互作用,改变胰腺癌风险:基于 GWAS 数据的基因和通路交互分析。

Axonal guidance signaling pathway interacting with smoking in modifying the risk of pancreatic cancer: a gene- and pathway-based interaction analysis of GWAS data.

机构信息

Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.

出版信息

Carcinogenesis. 2014 May;35(5):1039-45. doi: 10.1093/carcin/bgu010. Epub 2014 Jan 13.

Abstract

Cigarette smoking is the best established modifiable risk factor for pancreatic cancer. Genetic factors that underlie smoking-related pancreatic cancer have previously not been examined at the genome-wide level. Taking advantage of the existing Genome-wide association study (GWAS) genotype and risk factor data from the Pancreatic Cancer Case Control Consortium, we conducted a discovery study in 2028 cases and 2109 controls to examine gene-smoking interactions at pathway/gene/single nucleotide polymorphism (SNP) level. Using the likelihood ratio test nested in logistic regression models and ingenuity pathway analysis (IPA), we examined 172 KEGG (Kyoto Encyclopedia of Genes and Genomes) pathways, 3 manually curated gene sets, 3 nicotine dependency gene ontology pathways, 17 912 genes and 468 114 SNPs. None of the individual pathway/gene/SNP showed significant interaction with smoking after adjusting for multiple comparisons. Six KEGG pathways showed nominal interactions (P < 0.05) with smoking, and the top two are the pancreatic secretion and salivary secretion pathways (major contributing genes: RAB8A, PLCB and CTRB1). Nine genes, i.e. ZBED2, EXO1, PSG2, SLC36A1, CLSTN1, MTHFSD, FAT2, IL10RB and ATXN2 had P interaction < 0.0005. Five intergenic region SNPs and two SNPs of the EVC and KCNIP4 genes had P interaction < 0.00003. In IPA analysis of genes with nominal interactions with smoking, axonal guidance signaling $$\left(P=2.12\times 1{0}^{-7}\right)$$ and α-adrenergic signaling $$\left(P=2.52\times 1{0}^{-5}\right)$$ genes were significantly overrepresented canonical pathways. Genes contributing to the axon guidance signaling pathway included the SLIT/ROBO signaling genes that were frequently altered in pancreatic cancer. These observations need to be confirmed in additional data set. Once confirmed, it will open a new avenue to unveiling the etiology of smoking-associated pancreatic cancer.

摘要

吸烟是胰腺癌最可改变的风险因素。先前没有在全基因组水平上研究导致与吸烟相关的胰腺癌的遗传因素。利用现有的胰腺癌病例对照研究联盟(Pancreatic Cancer Case Control Consortium)的全基因组关联研究(GWAS)基因型和危险因素数据,我们在 2028 例病例和 2109 例对照中进行了一项发现研究,以检查途径/基因/单核苷酸多态性(SNP)水平的基因-吸烟相互作用。我们使用逻辑回归模型中的似然比检验和 ingenuity 通路分析(IPA),检查了 172 个京都基因与基因组百科全书(KEGG)通路、3 个手动整理的基因集、3 个尼古丁依赖性基因本体论通路、17912 个基因和 468114 个 SNP。在调整了多次比较后,没有一个单独的通路/基因/SNP 显示与吸烟有显著的相互作用。6 个 KEGG 通路与吸烟有显著的相互作用(P<0.05),其中前两个是胰腺分泌和唾液分泌通路(主要贡献基因:RAB8A、PLCB 和 CTRB1)。9 个基因,即 ZBED2、EXO1、PSG2、SLC36A1、CLSTN1、MTHFSD、FAT2、IL10RB 和 ATXN2 的 P 交互作用<0.0005。5 个基因间区域 SNP 和 EVC 和 KCNIP4 基因的两个 SNP 的 P 交互作用<0.00003。在 IPA 对与吸烟有显著相互作用的基因的分析中,轴突导向信号 $$\left(P=2.12\times1{0}^{-7}\right)$$ 和 α-肾上腺素能信号 $$\left(P=2.52\times1{0}^{-5}\right)$$ 基因显著富集于经典通路。轴突导向信号通路的贡献基因包括 SLIT/ROBO 信号基因,这些基因在胰腺癌中经常发生改变。这些观察结果需要在额外的数据集中得到证实。一旦得到证实,它将为揭示与吸烟相关的胰腺癌的病因开辟一条新的途径。

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