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利用全基因组关联研究(GWAS)汇总统计数据研究阿尔茨海默病与癌症之间的遗传关系。

Investigating the genetic relationship between Alzheimer's disease and cancer using GWAS summary statistics.

作者信息

Feng Yen-Chen Anne, Cho Kelly, Lindstrom Sara, Kraft Peter, Cormack Jean, Liang Liming, Driver Jane A

机构信息

Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.

Geriatric Research Education and Clinical Center and Massachusetts Veterans Epidemiology Research and Information Center, Boston VA Medical Center, Boston, MA, USA.

出版信息

Hum Genet. 2017 Oct;136(10):1341-1351. doi: 10.1007/s00439-017-1831-6. Epub 2017 Aug 5.

Abstract

Growing evidence from both epidemiology and basic science suggest an inverse association between Alzheimer's disease (AD) and cancer. We examined the genetic relationship between AD and various cancer types using GWAS summary statistics from the IGAP and GAME-ON consortia. Sample size ranged from 9931 to 54,162; SNPs were imputed to the 1000 Genomes European panel. Our results based on cross-trait LD Score regression showed a significant positive genetic correlation between AD and five cancers combined (colon, breast, prostate, ovarian, lung; r  = 0.17, P = 0.04), and specifically with breast cancer (ER-negative and overall; r  = 0.21 and 0.18, P = 0.035 and 0.034) and lung cancer (adenocarcinoma, squamous cell carcinoma and overall; r  = 0.31, 0.38 and 0.30, P = 0.029, 0.016, and 0.006). Estimating the genetic correlation in specific functional categories revealed mixed positive and negative signals, notably stronger at annotations associated with increased enhancer activity. This suggests a role of gene expression regulators in the shared genetic etiology between AD and cancer, and that some shared variants modulate disease risk concordantly while others have effects in opposite directions. Due to power issues, we did not detect cross-phenotype associations at individual SNPs. This genetic overlap is not likely driven by a handful of major loci. Our study is the first to examine the co-heritability of AD and cancer leveraging large-scale GWAS results. The functional categories highlighted in this study need further investigation to illustrate the details of the genetic sharing and to bridge between different levels of associations.

摘要

来自流行病学和基础科学的越来越多的证据表明,阿尔茨海默病(AD)与癌症之间存在负相关。我们使用来自IGAP和GAME-ON联盟的全基因组关联研究(GWAS)汇总统计数据,研究了AD与各种癌症类型之间的遗传关系。样本量从9931到54162不等;单核苷酸多态性(SNP)被推算到千人基因组计划的欧洲样本中。我们基于跨性状LD评分回归的结果显示,AD与五种癌症(结肠癌、乳腺癌、前列腺癌、卵巢癌、肺癌)合并存在显著的正遗传相关性(r = 0.17,P = 0.04),特别是与乳腺癌(雌激素受体阴性和总体;r = 0.21和0.18,P = 0.035和0.034)和肺癌(腺癌、鳞状细胞癌和总体;r = 0.31、0.38和0.30,P = 0.029、0.016和0.006)。在特定功能类别中估计遗传相关性揭示了正负混合信号,在与增强子活性增加相关的注释中尤为明显。这表明基因表达调节剂在AD和癌症之间的共同遗传病因中起作用,并且一些共享变异协同调节疾病风险,而其他变异则产生相反的影响。由于统计效力问题,我们未在个体SNP中检测到跨表型关联。这种遗传重叠不太可能由少数主要基因座驱动。我们的研究是首次利用大规模GWAS结果研究AD和癌症的共同遗传性。本研究中突出的功能类别需要进一步研究,以阐明遗传共享的细节,并在不同层次的关联之间建立联系。

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