Literature DB >> 24419231

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

Hongwei Tang1, Peng Wei, Eric J Duell, Harvey A Risch, Sara H Olson, H Bas Bueno-de-Mesquita, Steven Gallinger, Elizabeth A Holly, Gloria Petersen, Paige M Bracci, Robert R McWilliams, Mazda Jenab, Elio Riboli, Anne Tjønneland, Marie Christine Boutron-Ruault, Rudolph Kaaks, Dimitrios Trichopoulos, Salvatore Panico, Malin Sund, Petra H M Peeters, Kay-Tee Khaw, Christopher I Amos, Donghui Li.   

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.

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Mesh:

Year:  2014        PMID: 24419231      PMCID: PMC4004205          DOI: 10.1093/carcin/bgu010

Source DB:  PubMed          Journal:  Carcinogenesis        ISSN: 0143-3334            Impact factor:   4.741


  44 in total

1.  The UCSC Table Browser data retrieval tool.

Authors:  Donna Karolchik; Angela S Hinrichs; Terrence S Furey; Krishna M Roskin; Charles W Sugnet; David Haussler; W James Kent
Journal:  Nucleic Acids Res       Date:  2004-01-01       Impact factor: 16.971

2.  Principal components analysis corrects for stratification in genome-wide association studies.

Authors:  Alkes L Price; Nick J Patterson; Robert M Plenge; Michael E Weinblatt; Nancy A Shadick; David Reich
Journal:  Nat Genet       Date:  2006-07-23       Impact factor: 38.330

3.  Increasing the power of identifying gene x gene interactions in genome-wide association studies.

Authors:  Charles Kooperberg; Michael Leblanc
Journal:  Genet Epidemiol       Date:  2008-04       Impact factor: 2.135

4.  Practical aspects of imputation-driven meta-analysis of genome-wide association studies.

Authors:  Paul I W de Bakker; Manuel A R Ferreira; Xiaoming Jia; Benjamin M Neale; Soumya Raychaudhuri; Benjamin F Voight
Journal:  Hum Mol Genet       Date:  2008-10-15       Impact factor: 6.150

5.  The tobacco-specific carcinogen, 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone stimulates proliferation of immortalized human pancreatic duct epithelia through beta-adrenergic transactivation of EGF receptors.

Authors:  Minoo D F Askari; Ming-Sound Tsao; Hildegard M Schuller
Journal:  J Cancer Res Clin Oncol       Date:  2005-10-20       Impact factor: 4.553

6.  Genome-wide association analyses of esophageal squamous cell carcinoma in Chinese identify multiple susceptibility loci and gene-environment interactions.

Authors:  Chen Wu; Peter Kraft; Kan Zhai; Jiang Chang; Zhaoming Wang; Yun Li; Zhibin Hu; Zhonghu He; Weihua Jia; Christian C Abnet; Liming Liang; Nan Hu; Xiaoping Miao; Yifeng Zhou; Zhihua Liu; Qimin Zhan; Yu Liu; Yan Qiao; Yuling Zhou; Guangfu Jin; Chuanhai Guo; Changdong Lu; Haijun Yang; Jianhua Fu; Dianke Yu; Neal D Freedman; Ti Ding; Wen Tan; Alisa M Goldstein; Tangchun Wu; Hongbing Shen; Yang Ke; Yixin Zeng; Stephen J Chanock; Philip R Taylor; Dongxin Lin
Journal:  Nat Genet       Date:  2012-09-09       Impact factor: 38.330

7.  The case-only test for gene-environment interaction is not uniformly powerful: an empirical example.

Authors:  Chen Wu; Jiang Chang; Baoshan Ma; Xiaoping Miao; Yifeng Zhou; Yu Liu; Yun Li; Tangchun Wu; Zhibin Hu; Hongbing Shen; Weihua Jia; Yixin Zeng; Dongxin Lin; Peter Kraft
Journal:  Genet Epidemiol       Date:  2013-03-13       Impact factor: 2.135

8.  A second generation human haplotype map of over 3.1 million SNPs.

Authors:  Kelly A Frazer; Dennis G Ballinger; David R Cox; David A Hinds; Laura L Stuve; Richard A Gibbs; John W Belmont; Andrew Boudreau; Paul Hardenbol; Suzanne M Leal; Shiran Pasternak; David A Wheeler; Thomas D Willis; Fuli Yu; Huanming Yang; Changqing Zeng; Yang Gao; Haoran Hu; Weitao Hu; Chaohua Li; Wei Lin; Siqi Liu; Hao Pan; Xiaoli Tang; Jian Wang; Wei Wang; Jun Yu; Bo Zhang; Qingrun Zhang; Hongbin Zhao; Hui Zhao; Jun Zhou; Stacey B Gabriel; Rachel Barry; Brendan Blumenstiel; Amy Camargo; Matthew Defelice; Maura Faggart; Mary Goyette; Supriya Gupta; Jamie Moore; Huy Nguyen; Robert C Onofrio; Melissa Parkin; Jessica Roy; Erich Stahl; Ellen Winchester; Liuda Ziaugra; David Altshuler; Yan Shen; Zhijian Yao; Wei Huang; Xun Chu; Yungang He; Li Jin; Yangfan Liu; Yayun Shen; Weiwei Sun; Haifeng Wang; Yi Wang; Ying Wang; Xiaoyan Xiong; Liang Xu; Mary M Y Waye; Stephen K W Tsui; Hong Xue; J Tze-Fei Wong; Luana M Galver; Jian-Bing Fan; Kevin Gunderson; Sarah S Murray; Arnold R Oliphant; Mark S Chee; Alexandre Montpetit; Fanny Chagnon; Vincent Ferretti; Martin Leboeuf; Jean-François Olivier; Michael S Phillips; Stéphanie Roumy; Clémentine Sallée; Andrei Verner; Thomas J Hudson; Pui-Yan Kwok; Dongmei Cai; Daniel C Koboldt; Raymond D Miller; Ludmila Pawlikowska; Patricia Taillon-Miller; Ming Xiao; Lap-Chee Tsui; William Mak; You Qiang Song; Paul K H Tam; Yusuke Nakamura; Takahisa Kawaguchi; Takuya Kitamoto; Takashi Morizono; Atsushi Nagashima; Yozo Ohnishi; Akihiro Sekine; Toshihiro Tanaka; Tatsuhiko Tsunoda; Panos Deloukas; Christine P Bird; Marcos Delgado; Emmanouil T Dermitzakis; Rhian Gwilliam; Sarah Hunt; Jonathan Morrison; Don Powell; Barbara E Stranger; Pamela Whittaker; David R Bentley; Mark J Daly; Paul I W de Bakker; Jeff Barrett; Yves R Chretien; Julian Maller; Steve McCarroll; Nick Patterson; Itsik Pe'er; Alkes Price; Shaun Purcell; Daniel J Richter; Pardis Sabeti; Richa Saxena; Stephen F Schaffner; Pak C Sham; Patrick Varilly; David Altshuler; Lincoln D Stein; Lalitha Krishnan; Albert Vernon Smith; Marcela K Tello-Ruiz; Gudmundur A Thorisson; Aravinda Chakravarti; Peter E Chen; David J Cutler; Carl S Kashuk; Shin Lin; Gonçalo R Abecasis; Weihua Guan; Yun Li; Heather M Munro; Zhaohui Steve Qin; Daryl J Thomas; Gilean McVean; Adam Auton; Leonardo Bottolo; Niall Cardin; Susana Eyheramendy; Colin Freeman; Jonathan Marchini; Simon Myers; Chris Spencer; Matthew Stephens; Peter Donnelly; Lon R Cardon; Geraldine Clarke; David M Evans; Andrew P Morris; Bruce S Weir; Tatsuhiko Tsunoda; James C Mullikin; Stephen T Sherry; Michael Feolo; Andrew Skol; Houcan Zhang; Changqing Zeng; Hui Zhao; Ichiro Matsuda; Yoshimitsu Fukushima; Darryl R Macer; Eiko Suda; Charles N Rotimi; Clement A Adebamowo; Ike Ajayi; Toyin Aniagwu; Patricia A Marshall; Chibuzor Nkwodimmah; Charmaine D M Royal; Mark F Leppert; Missy Dixon; Andy Peiffer; Renzong Qiu; Alastair Kent; Kazuto Kato; Norio Niikawa; Isaac F Adewole; Bartha M Knoppers; Morris W Foster; Ellen Wright Clayton; Jessica Watkin; Richard A Gibbs; John W Belmont; Donna Muzny; Lynne Nazareth; Erica Sodergren; George M Weinstock; David A Wheeler; Imtaz Yakub; Stacey B Gabriel; Robert C Onofrio; Daniel J Richter; Liuda Ziaugra; Bruce W Birren; Mark J Daly; David Altshuler; Richard K Wilson; Lucinda L Fulton; Jane Rogers; John Burton; Nigel P Carter; Christopher M Clee; Mark Griffiths; Matthew C Jones; Kirsten McLay; Robert W Plumb; Mark T Ross; Sarah K Sims; David L Willey; Zhu Chen; Hua Han; Le Kang; Martin Godbout; John C Wallenburg; Paul L'Archevêque; Guy Bellemare; Koji Saeki; Hongguang Wang; Daochang An; Hongbo Fu; Qing Li; Zhen Wang; Renwu Wang; Arthur L Holden; Lisa D Brooks; Jean E McEwen; Mark S Guyer; Vivian Ota Wang; Jane L Peterson; Michael Shi; Jack Spiegel; Lawrence M Sung; Lynn F Zacharia; Francis S Collins; Karen Kennedy; Ruth Jamieson; John Stewart
Journal:  Nature       Date:  2007-10-18       Impact factor: 49.962

9.  Molecular genetics of nicotine dependence and abstinence: whole genome association using 520,000 SNPs.

Authors:  George R Uhl; Qing-Rong Liu; Tomas Drgon; Catherine Johnson; Donna Walther; Jed E Rose
Journal:  BMC Genet       Date:  2007-04-03       Impact factor: 2.797

10.  The Gene Ontology project in 2008.

Authors: 
Journal:  Nucleic Acids Res       Date:  2007-11-04       Impact factor: 16.971

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  25 in total

1.  Maximizing Effectiveness Trials in PTSD and SUD Through Secondary Analysis: Benefits and Limitations Using the National Institute on Drug Abuse Clinical Trials Network "Women and Trauma" Study as a Case Example.

Authors:  Denise A Hien; Aimee N C Campbell; Lesia M Ruglass; Lissette Saavedra; Abigail G Mathews; Grace Kiriakos; Antonio Morgan-Lopez
Journal:  J Subst Abuse Treat       Date:  2015-04-07

2.  A powerful and data-adaptive test for rare-variant-based gene-environment interaction analysis.

Authors:  Tianzhong Yang; Han Chen; Hongwei Tang; Donghui Li; Peng Wei
Journal:  Stat Med       Date:  2018-11-20       Impact factor: 2.373

3.  Functional logistic regression approach to detecting gene by longitudinal environmental exposure interaction in a case-control study.

Authors:  Peng Wei; Hongwei Tang; Donghui Li
Journal:  Genet Epidemiol       Date:  2014-09-12       Impact factor: 2.135

4.  Genetic variants in the platelet-derived growth factor subunit B gene associated with pancreatic cancer risk.

Authors:  Bensong Duan; Jiangfeng Hu; Hongliang Liu; Yanru Wang; Hongyu Li; Shun Liu; Jichun Xie; Kouros Owzar; James Abbruzzese; Herbert Hurwitz; Hengjun Gao; Qingyi Wei
Journal:  Int J Cancer       Date:  2017-12-04       Impact factor: 7.396

5.  Validity of using ad hoc methods to analyze secondary traits in case-control association studies.

Authors:  Godwin Yung; Xihong Lin
Journal:  Genet Epidemiol       Date:  2016-09-26       Impact factor: 2.135

6.  Influence of a single-nucleotide polymorphism of the DNA mismatch repair-related gene exonuclease-1 (rs9350) with prostate cancer risk among Chinese people.

Authors:  Yiming Zhang; Pengju Li; Abai Xu; Jie Chen; Chao Ma; Akiko Sakai; Liping Xie; Lei Wang; Yanqun Na; Haruki Kaku; Peng Xu; Zhong Jin; Xiezhao Li; Kai Guo; Haiyan Shen; Shaobo Zheng; Hiromi Kumon; Chunxiao Liu; Peng Huang
Journal:  Tumour Biol       Date:  2015-12-08

Review 7.  Slit/Robo pathway: a promising therapeutic target for cancer.

Authors:  Rishi K Gara; Sonam Kumari; Aditya Ganju; Murali M Yallapu; Meena Jaggi; Subhash C Chauhan
Journal:  Drug Discov Today       Date:  2014-09-20       Impact factor: 7.851

8.  Mithramycin Depletes Specificity Protein 1 and Activates p53 to Mediate Senescence and Apoptosis of Malignant Pleural Mesothelioma Cells.

Authors:  Mahadev Rao; Scott M Atay; Vivek Shukla; Young Hong; Trevor Upham; R Taylor Ripley; Julie A Hong; Mary Zhang; Emily Reardon; Patricia Fetsch; Markku Miettinen; Xinmin Li; Cody J Peer; Tristan Sissung; William D Figg; Assunta De Rienzo; Raphael Bueno; David S Schrump
Journal:  Clin Cancer Res       Date:  2015-10-12       Impact factor: 12.531

9.  Incorporating multiple sets of eQTL weights into gene-by-environment interaction analysis identifies novel susceptibility loci for pancreatic cancer.

Authors:  Tianzhong Yang; Hongwei Tang; Harvey A Risch; Sarah H Olson; Gloria Peterson; Paige M Bracci; Steven Gallinger; Rayjean J Hung; Rachel E Neale; Ghislaine Scelo; Eric J Duell; Robert C Kurtz; Kay-Tee Khaw; Gianluca Severi; Malin Sund; Nick Wareham; Christopher I Amos; Donghui Li; Peng Wei
Journal:  Genet Epidemiol       Date:  2020-08-10       Impact factor: 2.135

10.  Genome-wide association studies and epigenome-wide association studies go together in cancer control.

Authors:  Mukesh Verma
Journal:  Future Oncol       Date:  2016-04-15       Impact factor: 3.404

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