Gene-Environment Interactions Relevant to Estrogen and Risk of Breast Cancer: Can Gene-Environment Interactions Be Detected Only among Candidate SNPs from Genome-Wide Association Studies?

Author:

Park JooYong,Choi Ji-Yeob,Choi Jaesung,Chung Seokang,Song NanORCID,Park Sue K.ORCID,Han Wonshik,Noh Dong-Young,Ahn Sei-Hyun,Lee Jong Won,Kim Mi KyungORCID,Jee Sun Ha,Wen Wanqing,Bolla Manjeet K.,Wang Qin,Dennis JoeORCID,Michailidou KyriakiORCID,Shah Mitul,Conroy Don M.,Harrington Patricia A.,Mayes Rebecca,Czene Kamila,Hall PerORCID,Teras Lauren R.,Patel Alpa V.,Couch Fergus J.,Olson Janet E.,Sawyer Elinor J.,Roylance Rebecca,Bojesen Stig E.,Flyger Henrik,Lambrechts Diether,Baten Adinda,Matsuo KeitaroORCID,Ito HidemiORCID,Guénel Pascal,Truong Thérèse,Keeman RenskeORCID,Schmidt Marjanka K.ORCID,Wu Anna H.,Tseng Chiu-Chen,Cox Angela,Cross Simon S.,Andrulis Irene L.,Hopper John L.,Southey Melissa C.,Wu Pei-Ei,Shen Chen-Yang,Fasching Peter A.ORCID,Ekici Arif B.,Muir Kenneth,Lophatananon Artitaya,Brenner HermannORCID,Arndt VolkerORCID,Jones Michael E.,Swerdlow Anthony J.,Hoppe Reiner,Ko Yon-Dschun,Hartman Mikael,Li Jingmei,Mannermaa Arto,Hartikainen Jaana M.ORCID,Benitez Javier,González-Neira Anna,Haiman Christopher A.,Dörk ThiloORCID,Bogdanova Natalia V.ORCID,Teo Soo Hwang,Mohd Taib Nur Aishah,Fletcher Olivia,Johnson NicholaORCID,Grip Mervi,Winqvist Robert,Blomqvist Carl,Nevanlinna HeliORCID,Lindblom Annika,Wendt Camilla,Kristensen Vessela N.,Tollenaar Rob A. E. M.,Heemskerk-Gerritsen Bernadette A. M.ORCID,Radice Paolo,Bonanni BernardoORCID,Hamann Ute,Manoochehri Mehdi,Lacey James V.,Martinez Maria Elena,Dunning Alison M.,Pharoah Paul D. P.,Easton Douglas F.,Yoo Keun-Young,Kang Daehee, ,

Abstract

In this study we aim to examine gene–environment interactions (GxEs) between genes involved with estrogen metabolism and environmental factors related to estrogen exposure. GxE analyses were conducted with 1970 Korean breast cancer cases and 2052 controls in the case-control study, the Seoul Breast Cancer Study (SEBCS). A total of 11,555 SNPs from the 137 candidate genes were included in the GxE analyses with eight established environmental factors. A replication test was conducted by using an independent population from the Breast Cancer Association Consortium (BCAC), with 62,485 Europeans and 9047 Asians. The GxE tests were performed by using two-step methods in GxEScan software. Two interactions were found in the SEBCS. The first interaction was shown between rs13035764 of NCOA1 and age at menarche in the GE|2df model (p-2df = 1.2 × 10−3). The age at menarche before 14 years old was associated with the high risk of breast cancer, and the risk was higher when subjects had homozygous minor allele G. The second GxE was shown between rs851998 near ESR1 and height in the GE|2df model (p-2df = 1.1 × 10−4). Height taller than 160 cm was associated with a high risk of breast cancer, and the risk increased when the minor allele was added. The findings were not replicated in the BCAC. These results would suggest specificity in Koreans for breast cancer risk.

Funder

Seoul National University Hospital

Publisher

MDPI AG

Subject

Cancer Research,Oncology

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