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

小桶 全基因组关联研究 单核苷酸多态性 生物 遗传学 基因 胰腺癌 SNP公司 生物信息学 癌症 基因型 转录组 基因表达
作者
Hua Tang,Peng Wei,Eric J. Duell,H. A. Risch,Sara H. Olson,H. B. Bueno-de-Mesquita,Steven Gallinger,Elizabeth A. Holly,Gloria M. Petersen,Paige M. Bracci,Robert R. McWilliams,Mazda Jenab,Elio Ríboli,Anne Tjønneland,Marie‐Christine Boutron‐Ruault,R. Kaaks,D Trichopoulos,Salvatore Panico,Malin Sund,P H M Peeters,Kay‐Tee Khaw,Christopher I. Amos,D. Li
出处
期刊:Carcinogenesis [Oxford University Press]
卷期号:35 (5): 1039-1045 被引量:44
标识
DOI:10.1093/carcin/bgu010
摘要

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 Pinteraction < 0.0005. Five intergenic region SNPs and two SNPs of the EVC and KCNIP4 genes had Pinteraction < 0.00003. In IPA analysis of genes with nominal interactions with smoking, axonal guidance signaling (P=2.12×10−7) and α-adrenergic signaling (P=2.52×10−5) 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.

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