Catalano Calogerina, da Silva Filho Miguel Inacio, Frank Christoph, Jiraskova Katerina, Vymetalkova Veronika, Levy Miroslav, Liska Vaclav, Vycital Ondrej, Naccarati Alessio, Vodickova Ludmila, Hemminki Kari, Vodicka Pavel, Weber Alexander N R, Försti Asta
Division of Molecular Genetic Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic.
PLoS One. 2018 Feb 6;13(2):e0192385. doi: 10.1371/journal.pone.0192385. eCollection 2018.
Constitutive activation of interferon signaling pathways has been reported in colorectal cancer (CRC), leading to a strong CD8+ T cell response through stimulation of NLRC5 expression. Primed CD8+ T cell expansion, however, may be negatively regulated by PD-L1 expression. Additionally, aberrant PD-L1 expression enables cancer cells to escape the immune attack. Our study aimed to select potential regulatory variants in the NLRC5 and PD-L1 genes by using several online in silico tools, such as UCSC browser, HaploReg, Regulome DB, Gtex Portal, microRNA and transcription factor binding site prediction tools and to investigate their influence on CRC risk in a Czech cohort of 1424 CRC patients and 1114 healthy controls. Logistic regression analysis adjusted for age and gender reported a moderate association between rectal cancer risk and two NLRC5 SNPs, rs1684575 T>G (OR: 1.60, 95% CI: 1.13-2.27, recessive model) and rs3751710 (OR: 0.70, 95% CI: 0.51-0.96, dominant model). Given that a combination of genetic variants, rather than a single polymorphism, may explain better the genetic etiology of CRC, we studied the interplay between the variants within NLRC5, PD-L1 and the previously genotyped IFNGR1 and IFNGR2 variants, to evaluate their involvement in the risk of CRC development. Overall we obtained 18 pair-wise interactions within and between the NLRC5 ad PD-L1 genes and 6 more when IFNGR variants were added. Thirteen out of the 24 interactions were below the threshold for the FDR calculated and controlled at an arbitrary level q*<0.10. Furthermore, the interaction IFNGR2 rs1059293 C>T-NLRC5 rs289747 G>A (P<0.0001) remained statistically significant even after Bonferroni correction. Our data suggest that not only a single genetic variant but also an interaction between two or more variants within genes involved in immune regulation may play important roles in the onset of CRC, providing therefore novel biological information, which could eventually improve CRC risk management but also PD-1-based immunotherapy in CRC.
据报道,结直肠癌(CRC)中存在干扰素信号通路的组成性激活,通过刺激NLRC5表达导致强烈的CD8 + T细胞反应。然而,初始CD8 + T细胞的扩增可能受到PD-L1表达的负调控。此外,异常的PD-L1表达使癌细胞能够逃避免疫攻击。我们的研究旨在通过使用多种在线计算机模拟工具,如UCSC浏览器、HaploReg、Regulome DB、Gtex门户、微小RNA和转录因子结合位点预测工具,在NLRC5和PD-L1基因中选择潜在的调控变异,并在一个由1424例CRC患者和1114例健康对照组成的捷克队列中研究它们对CRC风险的影响。经年龄和性别校正的逻辑回归分析表明,直肠癌风险与两个NLRC5单核苷酸多态性(SNP),即rs1684575 T>G(比值比:1.60,95%置信区间:1.13 - 2.27,隐性模型)和rs3751710(比值比:0.70,95%置信区间:0.51 - 0.96,显性模型)之间存在中度关联。鉴于基因变异的组合而非单个多态性可能更好地解释CRC的遗传病因,我们研究了NLRC5、PD-L1以及先前已基因分型的IFNGR1和IFNGR2变异之间的相互作用,以评估它们在CRC发生风险中的作用。总体而言,我们在NLRC5和PD-L1基因内部及之间获得了18对相互作用,加入IFNGR变异后又多了6对。24对相互作用中有13对低于任意设定水平q*<0.10时计算和控制的错误发现率(FDR)阈值。此外,即使经过Bonferroni校正,IFNGR2 rs1059293 C>T - NLRC5 rs289747 G>A之间的相互作用(P<0.0001)仍具有统计学意义。我们的数据表明,不仅单个基因变异,而且参与免疫调节的基因内两个或更多变异之间的相互作用可能在CRC的发病中起重要作用,因此提供了新的生物学信息,这最终可能改善CRC的风险管理以及基于PD-1的CRC免疫治疗。