Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, 4072, Australia.
The University of Queensland Diamantina Institute, Translational Research Institute, Woolloongabba, QLD, 4102, Australia.
Genome Med. 2021 Feb 6;13(1):19. doi: 10.1186/s13073-021-00827-9.
Basal cell carcinoma (BCC) of the skin is the most common form of human cancer, with more than 90% of tumours presenting with clear genetic activation of the Hedgehog pathway. However, polygenic risk factors affecting mechanisms such as DNA repair and cell cycle checkpoints or which modulate the tumour microenvironment or host immune system play significant roles in determining whether genetic mutations culminate in BCC development. We set out to define background genetic factors that play a role in influencing BCC susceptibility via promoting or suppressing the effects of oncogenic drivers of BCC.
We performed genome-wide association studies (GWAS) on 17,416 cases and 375,455 controls. We subsequently performed statistical analysis by integrating data from population-based genetic studies of multi-omics data, including blood- and skin-specific expression quantitative trait loci and methylation quantitative trait loci, thereby defining a list of functionally relevant candidate BCC susceptibility genes from our GWAS loci. We also constructed a local GWAS functional interaction network (consisting of GWAS nearest genes) and another functional interaction network, consisting specifically of candidate BCC susceptibility genes.
A total of 71 GWAS loci and 46 functional candidate BCC susceptibility genes were identified. Increased risk of BCC was associated with the decreased expression of 26 susceptibility genes and increased expression of 20 susceptibility genes. Pathway analysis of the functional candidate gene regulatory network revealed strong enrichment for cell cycle, cell death, and immune regulation processes, with a global enrichment of genes and proteins linked to T cell biology.
Our genome-wide association analyses and functional interaction network analysis reveal an enrichment of risk variants that function in an immunosuppressive regulatory network, likely hindering cancer immune surveillance and effective antitumour immunity.
皮肤基底细胞癌(BCC)是最常见的人类癌症形式,超过 90%的肿瘤表现出 Hedgehog 通路的明确遗传激活。然而,影响 DNA 修复和细胞周期检查点等机制的多基因风险因素,或调节肿瘤微环境或宿主免疫系统的因素,在决定遗传突变是否导致 BCC 发展方面发挥着重要作用。我们旨在确定通过促进或抑制 BCC 致癌驱动因素的作用来影响 BCC 易感性的背景遗传因素。
我们对 17416 例病例和 375455 例对照进行了全基因组关联研究(GWAS)。随后,我们通过整合基于人群的多组学数据(包括血液和皮肤特异性表达数量性状基因座和甲基化数量性状基因座)的遗传研究数据进行了统计分析,从而从我们的 GWAS 基因座中定义了一系列具有功能相关性的候选 BCC 易感性基因。我们还构建了一个局部 GWAS 功能相互作用网络(由 GWAS 最近基因组成)和另一个功能相互作用网络,由候选 BCC 易感性基因组成。
总共确定了 71 个 GWAS 基因座和 46 个功能候选 BCC 易感性基因。BCC 风险增加与 26 个易感性基因的表达降低和 20 个易感性基因的表达增加有关。候选 BCC 易感性基因的功能基因调控网络的通路分析显示,细胞周期、细胞死亡和免疫调节过程强烈富集,与 T 细胞生物学相关的基因和蛋白质的全局富集。
我们的全基因组关联分析和功能相互作用网络分析揭示了免疫抑制调节网络中功能风险变异的富集,这可能阻碍癌症免疫监测和有效的抗肿瘤免疫。