A genome-wide association study identifies two new cervical cancer susceptibility loci at 4q12 and 17q12 (original) (raw)
References
- Arbyn, M. et al. Worldwide burden of cervical cancer in 2008. Ann. Oncol. 22, 2675–2686 (2011).
Article CAS Google Scholar - Parkin, D.M., Bray, F., Ferlay, J. & Pisani, P. Global cancer statistics, 2002. CA Cancer J. Clin. 55, 74–108 (2005).
Article Google Scholar - zur Hausen, H. Papillomaviruses causing cancer: evasion from host-cell control in early events in carcinogenesis. J. Natl. Cancer Inst. 92, 690–698 (2000).
Article CAS Google Scholar - zur Hausen, H. Papillomaviruses and cancer: from basic studies to clinical application. Nat. Rev. Cancer 2, 342–350 (2002).
Article CAS Google Scholar - Walboomers, J.M. et al. Human papillomavirus is a necessary cause of invasive cervical cancer worldwide. J. Pathol. 189, 12–19 (1999).
Article CAS Google Scholar - Chen, T.M., Pecoraro, G. & Defendi, V. Genetic analysis of in vitro progression of human papillomavirus–transfected human cervical cells. Cancer Res. 53, 1167–1171 (1993).
CAS PubMed Google Scholar - Baseman, J.G. & Koutsky, L.A. The epidemiology of human papillomavirus infections. J. Clin. Virol. 32 (suppl. 1), S16–S24 (2005).
Article Google Scholar - Ho, G.Y., Bierman, R., Beardsley, L., Chang, C.J. & Burk, R.D. Natural history of cervicovaginal papillomavirus infection in young women. N. Engl. J. Med. 338, 423–428 (1998).
Article CAS Google Scholar - Kulasingam, S.L. et al. Evaluation of human papillomavirus testing in primary screening for cervical abnormalities: comparison of sensitivity, specificity, and frequency of referral. J. Am. Med. Assoc. 288, 1749–1757 (2002).
Article Google Scholar - Dalstein, V. et al. Persistence and load of high-risk HPV are predictors for development of high-grade cervical lesions: a longitudinal French cohort study. Int. J. Cancer 106, 396–403 (2003).
Article CAS Google Scholar - Magnusson, P.K., Lichtenstein, P. & Gyllensten, U.B. Heritability of cervical tumours. Int. J. Cancer 88, 698–701 (2000).
Article CAS Google Scholar - Ivansson, E.L., Juko-Pecirep, I., Erlich, H.A. & Gyllensten, U.B. Pathway-based analysis of genetic susceptibility to cervical cancer in situ: HLA-DPB1 affects risk in Swedish women. Genes Immun. 12, 605–614 (2011).
Article CAS Google Scholar - Freedman, M.L. et al. Assessing the impact of population stratification on genetic association studies. Nat. Genet. 36, 388–393 (2004).
Article CAS Google Scholar - de Bakker, P.I. et al. Practical aspects of imputation-driven meta-analysis of genome-wide association studies. Hum. Mol. Genet. 17, R122–R128 (2008).
Article CAS Google Scholar - Sugihara, K. et al. The exocyst complex binds the small GTPase RalA to mediate filopodia formation. Nat. Cell Biol. 4, 73–78 (2002).
Article CAS Google Scholar - Munson, M. & Novick, P. The exocyst defrocked, a framework of rods revealed. Nat. Struct. Mol. Biol. 13, 577–581 (2006).
Article CAS Google Scholar - Rosse, C. et al. An aPKC-exocyst complex controls paxillin phosphorylation and migration through localised JNK1 activation. PLoS Biol. 7, e1000235 (2009).
Article Google Scholar - Zuo, X. et al. Exo70 interacts with the Arp2/3 complex and regulates cell migration. Nat. Cell Biol. 8, 1383–1388 (2006).
Article CAS Google Scholar - Ishikawa, H., Ma, Z. & Barber, G.N. STING regulates intracellular DNA-mediated, type I interferon–dependent innate immunity. Nature 461, 788–792 (2009).
Article CAS Google Scholar - Bourgault Villada, I. et al. Spontaneous regression of grade 3 vulvar intraepithelial neoplasia associated with human papillomavirus-16–specific CD4+ and CD8+ T-cell responses. Cancer Res. 64, 8761–8766 (2004).
Article Google Scholar - Nicol, A.F. et al. Immune factors involved in the cervical immune response in the HIV/HPV co-infection. J. Clin. Pathol. 61, 84–88 (2008).
Article CAS Google Scholar - Roeth, J.F. & Collins, K.L. Human immunodeficiency virus type 1 Nef: adapting to intracellular trafficking pathways. Microbiol. Mol. Biol. Rev. 70, 548–563 (2006).
Article CAS Google Scholar - Fenard, D. et al. Nef is physically recruited into the immunological synapse and potentiates T cell activation early after TCR engagement. J. Immunol. 175, 6050–6057 (2005).
Article CAS Google Scholar - Schrager, J.A. & Marsh, J.W. HIV-1 Nef increases T cell activation in a stimulus-dependent manner. Proc. Natl. Acad. Sci. USA 96, 8167–8172 (1999).
Article CAS Google Scholar - Mukerji, J., Olivieri, K.C., Misra, V., Agopian, K.A. & Gabuzda, D. Proteomic analysis of HIV-1 Nef cellular binding partners reveals a role for exocyst complex proteins in mediating enhancement of intercellular nanotube formation. Retrovirology 9, 33 (2012).
Article CAS Google Scholar - Di Bonito, P. et al. Anti-tumor CD8+ T cell immunity elicited by HIV-1–based virus-like particles incorporating HPV-16 E7 protein. Virology 395, 45–55 (2009).
Article CAS Google Scholar - Tamura, M. et al. Members of a novel gene family, Gsdm, are expressed exclusively in the epithelium of the skin and gastrointestinal tract in a highly tissue-specific manner. Genomics 89, 618–629 (2007).
Article CAS Google Scholar - Carl-McGrath, S., Schneider-Stock, R., Ebert, M. & Rocken, C. Differential expression and localisation of gasdermin-like (GSDML), a novel member of the cancer-associated GSDMDC protein family, in neoplastic and non-neoplastic gastric, hepatic, and colon tissues. Pathology 40, 13–24 (2008).
Article CAS Google Scholar - Sun, Q., Yang, J., Xing, G., Zhang, L. & He, F. Expression of GSDML associates with tumor progression in uterine cervix cancer. Transl. Oncol. 1, 73–83 (2008).
Article Google Scholar - Saeki, N. et al. GASDERMIN, suppressed frequently in gastric cancer, is a target of LMO1 in TGF-β–dependent apoptotic signalling. Oncogene 26, 6488–6498 (2007).
Article CAS Google Scholar - Purcell, S. et al. PLINK: a tool set for whole-genome association and population-based linkage analyses. Am. J. Hum. Genet. 81, 559–575 (2007).
Article CAS Google Scholar - de Bakker, P.I. et al. A high-resolution HLA and SNP haplotype map for disease association studies in the extended human MHC. Nat. Genet. 38, 1166–1172 (2006).
Article CAS Google Scholar - Wirtz, C. & Sayer, D. Data analysis of HLA sequencing using Assign-SBT v3.6+ from Conexio. Methods Mol. Biol. 882, 87–121 (2012).
Article CAS Google Scholar - Price, A.L. et al. Principal components analysis corrects for stratification in genome-wide association studies. Nat. Genet. 38, 904–909 (2006).
Article CAS Google Scholar - Solovieff, N. et al. Clustering by genetic ancestry using genome-wide SNP data. BMC Genet. 11, 108 (2010).
Article Google Scholar - Saxena, R. et al. Genome-wide association analysis identifies loci for type 2 diabetes and triglyceride levels. Science 316, 1331–1336 (2007).
Article CAS Google Scholar - Shi, Y.Y. & He, L. SHEsis, a powerful software platform for analyses of linkage disequilibrium, haplotype construction, and genetic association at polymorphism loci. Cell Res. 15, 97–98 (2005).
Article CAS Google Scholar - Mantel, N. & Haenszel, W. Statistical aspects of the analysis of data from retrospective studies of disease. J. Natl. Cancer Inst. 22, 719–748 (1959).
CAS PubMed Google Scholar - Setakis, E., Stirnadel, H. & Balding, D.J. Logistic regression protects against population structure in genetic association studies. Genome Res. 16, 290–296 (2006).
Article CAS Google Scholar - Harley, J.B. et al. Genome-wide association scan in women with systemic lupus erythematosus identifies susceptibility variants in ITGAM, PXK, KIAA1542 and other loci. Nat. Genet. 40, 204–210 (2008).
Article CAS Google Scholar - Marchini, J., Howie, B., Myers, S., McVean, G. & Donnelly, P. A new multipoint method for genome-wide association studies by imputation of genotypes. Nat. Genet. 39, 906–913 (2007).
Article CAS Google Scholar
Acknowledgements
This study was funded by the Fund of the Key Basic Research and Development Program Foundation of China (973 Program) from the Ministry of Science and Technology of China (2009CB521808 and 2013CB911304), grants from the National Natural Science Foundation of China (81230038, 81025011, 81090414, 30973472, 81071663, 81130022, 81121001, 81230052, 81272302, 31000553, 81172464 and 81101964), Key Projects in the National Science and Technology Pillar Program during the Eleventh Five-Year Plan Period (2008BAI57B01), the High-Tech Research and Development Program of China (863 Program) (2012AA020801 and 2012AA02A515) and the Fund of the Key Laboratory of Cancer Invasion and Metastasis from Hubei Province and Tongji Hospital (HB001 and xkdy28). This work was also partially supported by the Hubei Research and Development Program (2008BCC005, 2009BCC001 and 2010BCB006), the Program for Changjiang Scholars and Innovative Research Team in University (IRT1025), the Foundation for the Author of National Excellent Doctoral Dissertation of China (201026), the Program for New Century Excellent Talents in University (NCET-09-0550) and the Shanghai Rising-Star Program (12QA1401900). We thank all participants recruited for this study. We would like to thank S. Liu, G. Wu, Z. Wang, S. Xie, S. Chen, Q. Wu, Y. Lu, B. Cao, Y. Li, Q. Chen, D. Zhu, M. Gong, S. Sun, Y. Wang, Y. Qin, R. Yang, J. Feng, T. Wang, L. Shi, J. Jiang, F. Rong, W. Zhou, M. Qian, X. Wu, X. Xia, Y. Yan, Y. Fan, M. Cao, C. Sun, Q. Ling, J. Yang, B. Zhou, Z. Zeng, L. Tang, L. Yu, Y. Han, J. Zhou, Y. Fang, P. Chen and Y. Meng for their useful help.
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Author notes
- Yongyong Shi, Li Li, Zhibin Hu, Shuang Li, Shixuan Wang, Jihong Liu and Chen Wu: These authors contributed equally to this work.
Authors and Affiliations
- Department of Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
Yongyong Shi, Shuang Li, Shixuan Wang, Ting Hu, Yao Jia, Shaoshuai Wang, Ru Yang, Xiong Li, Kecheng Huang, Qinghua Zhang, Hang Zhou, Fangxu Tang, Zhilan Chen, Jian Shen, Dongrui Deng, Ling Xi, Hui Wang, Dan Liu, Ee Gong & Ding Ma - Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Ministry of Education, Shanghai Jiao Tong University, Shanghai, China
Yongyong Shi, Lin He, Zhiqiang Li, Jiawei Shen, Jianhua Chen & Wenjin Li - Shanghai Genome Pilot Institutes for Genomics and Human Health, Shanghai, China
Yongyong Shi, Lin He, Zhiqiang Li & Jiawei Shen - Changning Mental Health Center, Shanghai, China
Yongyong Shi, Lin He, Zhiqiang Li & Jiawei Shen - Department of Gynecologic Oncology, Guangxi Province Tumor Hospital, Nanning, China
Li Li, Zhijun Yang & Zhuang Li - State Key Laboratory of Reproductive Medicine, Nanjing Medical University, Nanjing, China
Zhibin Hu, Jie Jiang, Shandong Pan, Yang Wen, Minjie Chu & Hongbing Shen - Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, School of Public Health, Nanjing Medical University, Nanjing, China
Zhibin Hu, Jie Jiang, Shandong Pan, Yang Wen, Minjie Chu & Hongbing Shen - Department of Gynecologic Oncology, Sun Yat-sen University Cancer Center, Guangzhou, China
Jihong Liu & Zheng Li - State Key Laboratory of Molecular Oncology, Cancer Institute and Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
Chen Wu & Dongxin Lin - Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
Jianfeng Zhou, Hu Ding & Daowen Wang - Department of Gynecologic Oncology, Hunan Province Tumor Hospital, Changsha, China
Yile Chen & Li Wu - Women's Hospital, School of Medicine Zhejiang University, Hangzhou, China
Xiaodong Cheng, Weiguo Lv, Yuanming Shen & Xing Xie - Department of Obstetrics and Gynecology, Xiangyang Central Hospital, First Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
Hui Xing - Department of Obstetrics and Gynecology, Shengjing Hospital, China Medical University, Shenyang, China
Shulan Zhang & Xiaomei Luan - Tianjin Central Hospital for Gynecology and Obstetrics, Tianjin, China
Pengpeng Qu & Limei Zhou - Wuhan Medical Center for Women and Children, Wuhan, China
Xiaojie Song - Department of Gynecologic Oncology, the Second Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
Zhongqiu Lin - Department of Obstetrics and Gynecology, the First Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, China
Xiaobing Han - Department of Obstetrics and Gynecology, Second Xiangya Hospital, Central South University, Changsha, China
Guangshi Tao - Blood Center of Zhejiang Province, Key Laboratory of Blood Safety of Ministry of Health, Hangzhou, China
Lixing Yan & Zhedong Han - Department of Epidemiology and Biostatistics, Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
Xiaoping Miao - Department of Obstetrics and Gynecology, Huangshi Central Hospital, Huangshi, China
Chuping Wang - Department of Obstetrics and Gynecology, Xiaogan Central Hospital, Xiaogan, China
Qian Song - Department of Gynecology, Obstetrics and Gynecology, Hospital of Fudan University, Shanghai, China
Sufang Wu & Youji Feng - Department of Gynecology and Obstetrics, People's Hospital of Shenzhen, Shenzhen, China
Hongbin Xu - Nantong Tumor Hospital, Nantong, China
Fulin Qiang, Li Liu, Xiaojun Chen & Jibin Liu - Department of Obstetrics and Gynecology, Guangxi Maternal and Child Health Hospital, Nanning, China
Gang Ma - Nanjing Maternity and Child Health Hospital of Nanjing Medical University, Nanjing, China
Jiangping Wu & Yan Shen - Maternal and Child Center, No. 181 Hospital of the People's Liberation Army, Guilin, China
Jiang Yu - Department of Obstetrics and Gynecology, the People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
Xiaoxia Hu - Department of Obstetrics and Gynecology, the First Affiliated Hospital of Guangxi University of Medical Science, Nanning, China
Yujuan Fan - Department of Obstetrics and Gynecology, Liuzhou Worker Hospital, Liuzhou, China
Hongying He - Department of Obstetrics and Gynecology, the People's Hospital of Liuzhou, Liuzhou, China
Yanming Jiang - Department of Obstetrics and Gynecology, Affiliated Hospital of Youjiang Medical College for Nationalities, Baise, China
Zhiying Lei - Department of Obstetrics and Gynecology, The Red Cross Hospital of Yulin City, Yulin, China
Cui Liu - Shanghai Institute of Mental Health, Shanghai, China
Jianhua Chen - Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
Yuan Zhang & Zehua Wang - Department of Obstetrics and Gynecology, the First People's Hospital of Jingzhou City, Jingzhou, China
Cunjian Yi - Department of Gynecologic Oncology, Taihe Hospital of Shiyan, Shiyan, China
Shuangyun Chen - Department of Obstetrics and Gynecology, Renji Hospital, Shanghai Jiaotong University, School of Medicine, Shanghai, China
Wen Di - Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
Keng Shen
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- Yongyong Shi
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Contributions
D.M. took full responsibility for the study, especially in conceiving, designing and supervising the research together with Y. Shi and X.X. S.L., L. Li, Z. Hu, Shixuan Wang and J.Z. participated in the study design. D.M., S.L., X.X., L. Li, Z. Hu and Shixuan Wang supervised the diagnosis of patients and subject recruitment. Y. Shi and S.L. supervised the experiments and data analyses. Y. Shi, Zhiqiang Li, X. Li, S.L., T.H. and Z. Han performed statistical analyses, and the results were interpreted by D.M., S.L., Y. Shi and X.X. D.M., X.X., L.H., Y. Shi, L. Li, H.S., Z. Hu, J.Z., Shixuan Wang, S.L., Jihong Liu, D. Lin, C. Wu, Y.C., H. Xing, S.Z., P.Q., Y. Fan, W.D., K.S., X.S., D.W., H.D., Z. Lin, D.D., L.X., X. Cheng, W. Lv, X. Han, G.T., X.M., H.W., F.Q., L. Liu, X. Chen, Jibin Liu, J.W., Yan Shen, L.Y., Z.Y., J.Y., G.M., X. Hu, Y. Feng, H.H., Y. Jiang, Z. Lei, C.L., Y.Z., Z.W., C.Y., S.C., Yuanming Shen, S. Wu, H. Xu, C. Wang and Q.S. contributed reagents, materials and analysis tools and provided samples from different hospitals. S.L., Y. Shi, T.H., Y. Jia, Shaoshuai Wang, R.Y., Z. Hu, L.W., X. Li, K.H., Z.C., Jian Shen, Q.Z., H.Z., F.T., E.G., D. Liu, J.J., Wenjin Li, Jiawei Shen, S.P., Zhuang Li, L.Z., X. Luan, Y.W., M.C., J.C., Jihong Liu and Zheng Li performed the experiments. D.W., X.M. and H.D. provided technical support. The manuscript was drafted by S.L. and Zhiqiang Li under the supervision of D.M., Y. Shi and X.X. All authors critically reviewed the article and approved the final manuscript.
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Correspondence toYongyong Shi, Xing Xie or Ding Ma.
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Shi, Y., Li, L., Hu, Z. et al. A genome-wide association study identifies two new cervical cancer susceptibility loci at 4q12 and 17q12.Nat Genet 45, 918–922 (2013). https://doi.org/10.1038/ng.2687
- Received: 09 April 2013
- Accepted: 07 June 2013
- Published: 30 June 2013
- Issue Date: August 2013
- DOI: https://doi.org/10.1038/ng.2687