Sub-multiplicative interaction between polygenic risk score and household coal use in relation to lung adenocarcinoma among never-smoking women in Asia

被引:17
作者
Blechter, Batel [1 ]
Wong, Jason Y. Y. [2 ]
Hsiung, Chao Agnes [3 ]
Hosgood, H. Dean [4 ]
Yin, Zhihua [5 ]
Shu, Xiao-Ou [6 ,7 ]
Zhang, Han [2 ]
Shi, Jianxin [2 ]
Song, Lei [2 ]
Song, Minsun [2 ,8 ]
Zheng, Wei [6 ,7 ]
Wang, Zhaoming [2 ,9 ]
Caporaso, Neil [2 ]
Burdette, Laurie [2 ,10 ,11 ]
Yeager, Meredith [10 ]
Berndt, Sonja I. [2 ]
Landi, Maria Teresa [2 ]
Chen, Chien-Jen [12 ]
Chang, Gee-Chen [13 ,14 ]
Hsiao, Chin-Fu [3 ]
Tsai, Ying-Huang [15 ]
Chen, Kuan-Yu [16 ]
Huang, Ming-Shyan [17 ]
Su, Wu-Chou [18 ]
Chen, Yuh-Min [19 ,20 ]
Chien, Li-Hsin [3 ]
Chen, Chung-Hsing [21 ]
Yang, Tsung-Ying [14 ]
Wang, Chih-Liang [22 ]
Hung, Jen-Yu [23 ]
Lin, Chien-Chung [18 ]
Perng, Reury-Perng [19 ]
Chen, Chih-Yi [24 ,25 ]
Chen, Kun-Chieh [14 ]
Li, Yao-Jen [12 ]
Yu, Chong-Jen [16 ]
Chen, Yi-Song [3 ]
Chen, Ying-Hsiang [3 ]
Tsai, Fang-Yu [21 ]
Seow, Wei Jie [26 ,27 ]
Bassig, Bryan A. [2 ]
Hu, Wei [2 ]
Ji, Bu-Tian [2 ]
Wu, Wei [5 ]
Guan, Peng [5 ]
He, Qincheng [5 ]
Gao, Yu-Tang [28 ]
Cai, Qiuyin [6 ,7 ]
Chow, Wong-Ho [29 ]
Xiang, Yong-Bing [28 ]
机构
[1] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Epidemiol, 615 N Wolfe St, Baltimore, MD 21202 USA
[2] NCI, Div Canc Epidemiol & Genet, Rockville, MD USA
[3] Natl Hlth Res Inst, Inst Populat Hlth Sci, Zhunan, Taiwan
[4] Albert Einstein Coll Med, Dept Epidemiol & Populat Hlth, Bronx, NY 10467 USA
[5] China Med Univ, Sch Publ Hlth, Dept Epidemiol, Shenyang, Peoples R China
[6] Vanderbilt Univ, Med Ctr, Dept Med, Div Epidemiol, Nashville, TN USA
[7] Vanderbilt Ingram Canc Ctr, Nashville, TN USA
[8] Sookmyung Womens Univ, Dept Stat, Seoul, South Korea
[9] St Jude Childrens Res Hosp, Dept Computat Biol, 332 N Lauderdale St, Memphis, TN 38105 USA
[10] Frederick Natl Lab Canc Res, Div Canc Epidemiol & Genet, Canc Genom Res Lab, Frederick, MD USA
[11] Leidos Biomed Res Inc, Frederick, MD USA
[12] Acad Sinica, Genom Res Ctr, Taipei, Taiwan
[13] Natl Yang Ming Univ, Sch Med, Fac Med, Taipei, Taiwan
[14] Taichung Vet Gen Hosp, Div Chest Med, Dept Internal Med, Taichung, Taiwan
[15] Chiayi Chang Gung Mem Hosp, Div Pulm & Crit Care Med, Chiayi, Taiwan
[16] Natl Taiwan Univ Hosp, Dept Internal Med, Taipei, Taiwan
[17] I Shou Univ, Sch Med, E Da Canc Hosp, Dept Internal Med, Kaohsiung, Taiwan
[18] Natl Cheng Kung Univ, Natl Cheng Kung Univ Hosp, Dept Internal Med, Coll Med, Tainan, Taiwan
[19] Taipei Vet Gen Hosp, Dept Chest Med, Taipei, Taiwan
[20] Taipei Med Univ, Coll Med Sci & Technol, Taipei, Taiwan
[21] Natl Hlth Res Inst, Natl Inst Canc Res, Zhunan, Taiwan
[22] Chang Gung Mem Hosp, Dept Pulm & Crit Care, Taoyuan, Taiwan
[23] Kaohsiung Med Univ, Kaohsiung Med Univ Hosp, Sch Med, Dept Internal Med, Kaohsiung, Taiwan
[24] Chung Shan Med Univ, Inst Med, Taichung, Taiwan
[25] Chung Shan Med Univ Hosp, Div Thorac Surg, Dept Surg, Taichung, Taiwan
[26] Natl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore, Singapore
[27] Natl Univ Singapore, Yong Loo Lin Sch Med, Singapore, Singapore
[28] Shanghai Canc Inst, Dept Epidemiol, Shanghai, Peoples R China
[29] Univ Texas MD Anderson Canc Ctr, Dept Epidemiol, Houston, TX 77030 USA
[30] Chinese Acad Med Sci & Peking Union Med Coll, Dept Etiol & Carcinogenesis, Canc Inst & Hosp, Beijing, Peoples R China
[31] Chinese Acad Med Sci & Peking Union Med Coll, State Key Lab Mol Oncol, Canc Inst & Hosp, Beijing, Peoples R China
[32] Guangdong Acad Med Sci, Guangdong Lung Canc Inst, Med Res Ctr, Guangzhou, Peoples R China
[33] Guangdong Acad Med Sci, Canc Ctr Guangdong Gen Hosp, Guangzhou, Peoples R China
[34] Chonnam Natl Univ, Dept Prevent Med, Med Sch, Gwangju, South Korea
[35] Seoul Natl Univ, Dept Prevent Med, Coll Med, Seoul, South Korea
[36] Aichi Canc Ctr Res Inst, Div Mol Med, Nagoya, Aichi, Japan
[37] Tianjin Med Univ Canc Inst & Hosp, Dept Epidemiol & Biostat, Tianjin, Peoples R China
[38] Univ Hong Kong, LKS Fac Med, Dept Pathol, Hong Kong, Peoples R China
[39] Fudan Univ, Sch Life Sci, Minist Educ, Key Lab Contemporary Anthropol, Shanghai, Peoples R China
[40] Fudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
[41] Huazhong Univ Sci & Technol, Dept Occupat & Environm Hlth Sch Publ Hlth, Wuhan, Peoples R China
[42] Huazhong Univ Sci & Technol, Minist Educ, Key Lab Environm & Hlth, Sch Publ Hlth, Wuhan, Peoples R China
[43] Nanjing Med Univ, Jiangsu Key Lab Canc Biomarkers Prevent & Treatme, Collaborat Innovat Ctr Canc Personalized Med, Dept Epidemiol & Biostat,Sch Publ Hlth, Nanjing, Peoples R China
[44] Nanjing Med Univ, Sch Publ Hlth, Dept Epidemiol, Nanjing, Peoples R China
[45] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Biostat, Baltimore, MD USA
基金
新加坡国家研究基金会; 美国国家科学基金会; 中国国家自然科学基金; 英国医学研究理事会; 美国国家卫生研究院;
关键词
Lung adenocarcinoma; Polygenic risk score; Gene-environment interaction; Household coal use; Never-smoking women in Asia; CANCER SUSCEPTIBILITY LOCI; GENOME-WIDE ASSOCIATION; AIR-POLLUTION; STOVE IMPROVEMENT; XUAN-WEI; CHINA; SMOKERS; HEALTH; EPIDEMIOLOGY; METAANALYSIS;
D O I
10.1016/j.envint.2020.105975
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We previously identified 10 lung adenocarcinoma susceptibility loci in a genome-wide association study (GWAS) conducted in the Female Lung Cancer Consortium in Asia (FLCCA), the largest genomic study of lung cancer among never-smoking women to date. Furthermore, household coal use for cooking and heating has been linked to lung cancer in Asia, especially in Xuanwei, China. We investigated the potential interaction between genetic susceptibility and coal use in FLCCA. We analyzed GWAS-data from Taiwan, Shanghai, and Shenyang (1472 cases; 1497 controls), as well as a separate study conducted in Xuanwei (152 cases; 522 controls) for additional analyses. We summarized genetic susceptibility using a polygenic risk score (PRS), which was the weighted sum of the risk-alleles from the 10 previously identified loci. We estimated associations between a PRS, coal use (ever/never), and lung adenocarcinoma with multivariable logistic regression models, and evaluated potential gene-environment interactions using likelihood ratio tests. There was a strong association between continuous PRS and lung adenocarcinoma among never coal users (Odds Ratio (OR) = 1.69 (95% Confidence Interval (CI) = 1.53, 1.87), p=1 x 10(-26)). This effect was attenuated among ever coal users (OR = 1.24 (95% CI: 1.03, 1.50), p = 0.02, p-interaction = 6 x 10(-3)). We observed similar attenuation among coal users from Xuanwei. Our study provides evidence that genetic susceptibility to lung adenocarcinoma among never-smoking Asian women is weaker among coal users. These results suggest that lung cancer pathogenesis may differ, at least partially, depending on exposure to coal combustion products. Notably, these novel findings are among the few instances of sub-multiplicative gene-environment interactions in the cancer literature.
引用
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页数:8
相关论文
共 51 条
[1]   Risk of lung cancer associated with domestic use of coal in Xuanwei, China: retrospective cohort study [J].
Barone-Adesi, Francesco ;
Chapman, Robert S. ;
Silverman, Debra T. ;
He, Xinghzhou ;
Hu, Wei ;
Vermeulen, Roel ;
Ning, Bofu ;
Fraumeni, Joseph F., Jr. ;
Rothman, Nathaniel ;
Lan, Qing .
BMJ-BRITISH MEDICAL JOURNAL, 2012, 345
[2]  
Bhattacharjee S., 2012, CGEN: An R package for analysis of case-control studies in genetic epidemiology
[3]  
Bray F, 2018, CA-CANCER J CLIN, V68, P394, DOI [10.3322/caac.21492, 10.3322/caac.21609]
[4]   Epidemiology of lung cancer in China [J].
Chen, Wanqing ;
Zheng, Rongshou ;
Zeng, Hongmei ;
Zhang, Siwei .
THORACIC CANCER, 2015, 6 (02) :209-215
[5]   Shrinkage Estimators for Robust and Efficient Inference in Haplotype-Based Case-Control Studies [J].
Chen, Yi-Hau ;
Chatterjee, Nilanjan ;
Carroll, Raymond J. .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2009, 104 (485) :220-233
[6]   Power and Predictive Accuracy of Polygenic Risk Scores [J].
Dudbridge, Frank .
PLOS GENETICS, 2013, 9 (03)
[7]  
Garcia-Closas Montserrat, 2011, IARC Sci Publ, P281
[8]   Update on the State of the Science for Analytical Methods for Gene-Environment Interactions [J].
Gauderman, W. James ;
Mukherjee, Bhramar ;
Aschard, Hugues ;
Hsu, Li ;
Lewinger, Juan Pablo ;
Patel, Chirag J. ;
Witte, John S. ;
Amos, Christopher ;
Tai, Caroline G. ;
Conti, David ;
Torgerson, Dara G. ;
Lee, Seunggeun ;
Chatterjee, Nilanjan .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2017, 186 (07) :762-770
[9]   Interactions between household air pollution and GWAS-identified lung cancer susceptibility markers in the Female Lung Cancer Consortium in Asia (FLCCA) [J].
Hosgood, H. Dean, III ;
Song, Minsun ;
Hsiung, Chao Agnes ;
Yin, Zhihua ;
Shu, Xiao-Ou ;
Wang, Zhaoming ;
Chatterjee, Nilanjan ;
Zheng, Wei ;
Caporaso, Neil ;
Burdette, Laurie ;
Yeager, Meredith ;
Berndt, Sonja I. ;
Landi, Maria Teresa ;
Chen, Chien-Jen ;
Chang, Gee-Chen ;
Hsiao, Chin-Fu ;
Tsai, Ying-Huang ;
Chien, Li-Hsin ;
Chen, Kuan-Yu ;
Huang, Ming-Shyan ;
Su, Wu-Chou ;
Chen, Yuh-Min ;
Chen, Chung-Hsing ;
Yang, Tsung-Ying ;
Wang, Chih-Liang ;
Hung, Jen-Yu ;
Lin, Chien-Chung ;
Perng, Reury-Perng ;
Chen, Chih-Yi ;
Chen, Kun-Chieh ;
Li, Yao-Jen ;
Yu, Chong-Jen ;
Chen, Yi-Song ;
Chen, Ying-Hsiang ;
Tsai, Fang-Yu ;
Kim, Christopher ;
Seow, Wei Jie ;
Bassig, Bryan A. ;
Wu, Wei ;
Guan, Peng ;
He, Qincheng ;
Gao, Yu-Tang ;
Cai, Qiuyin ;
Chow, Wong-Ho ;
Xiang, Yong-Bing ;
Lin, Dongxin ;
Wu, Chen ;
Wu, Yi-Long ;
Shin, Min-Ho ;
Hong, Yun-Chul .
HUMAN GENETICS, 2015, 134 (03) :333-341
[10]   Household coal use and lung cancer: systematic review and meta-analysis of case-control studies, with an emphasis on geographic variation [J].
Hosgood, H. Dean, III ;
Wei, Hu ;
Sapkota, Amir ;
Choudhury, Imran ;
Bruce, Nigel ;
Smith, Kirk R. ;
Rothman, Nathaniel ;
Lan, Qing .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2011, 40 (03) :719-728