Division of Clinical Pharmacology, Department of Molecular Pharmacology and Experimental Therapeutics (D.R.N., D.L., H.L., L.W., R.M.W.), Epigenomics Program, Center for Individualized Medicine (J.-H.L., T.O.), Division of Experimental Pathology and Laboratory Medicine, Department of Laboratory Medicine and Pathology (J.-H.L.), Division of Biomedical Statistics and Informatics (Z.Y.), Department of Physiology and Biomedical Engineering (T.O.), and Division of Gastroenterology and Hepatology, Department of Medicine (T.O.), Mayo Clinic, Rochester, Minnesota.
Division of Clinical Pharmacology, Department of Molecular Pharmacology and Experimental Therapeutics (D.R.N., D.L., H.L., L.W., R.M.W.), Epigenomics Program, Center for Individualized Medicine (J.-H.L., T.O.), Division of Experimental Pathology and Laboratory Medicine, Department of Laboratory Medicine and Pathology (J.-H.L.), Division of Biomedical Statistics and Informatics (Z.Y.), Department of Physiology and Biomedical Engineering (T.O.), and Division of Gastroenterology and Hepatology, Department of Medicine (T.O.), Mayo Clinic, Rochester, Minnesota
Drug Metab Dispos. 2019 Sep;47(9):983-994. doi: 10.1124/dmd.119.087312. Epub 2019 Jul 10.
Greater than 90% of significant genome-wide association study (GWAS) single-nucleotide polymorphisms (SNPs) are in noncoding regions of the genome, but only 25.6% are known expression quantitative trait loci (eQTLs). Therefore, the function of many significant GWAS SNPs remains unclear. We have identified a novel type of eQTL for which SNPs distant from ligand-activated transcription factor (TF) binding sites can alter target gene expression in a SNP genotype-by-ligand-dependent fashion that we refer to as pharmacogenomic eQTLs (PGx-eQTLs)-loci that may have important pharmacotherapeutic implications. In the present study, we integrated chromatin immunoprecipitation-seq with RNA-seq and SNP genotype data for a panel of lymphoblastoid cell lines to identify 10 novel PGx-eQTLs dependent on the ligand-activated TF aryl hydrocarbon receptor (AHR)-a critical environmental sensor for xenobiotic (drug) and immune response. Those 10 PGx-eQTLs were eQTLs only after AHR ligand treatment, even though the SNPs did not create/destroy an AHR response element-the DNA sequence motif recognized and bound by AHR. Additional functional studies in multiple cell lines demonstrated that some PGx-eQTLs are functional in multiple cell types, whereas others displayed SNP-by-ligand-dependent effects in just one cell type. Furthermore, four of those PGx-eQTLs had previously been associated with clinical phenotypes, indicating that those loci might have the potential to inform clinical decisions. Therefore, SNPs across the genome that are distant from TF binding sites for ligand-activated TFs might function as PGx-eQTLs and, as a result, might have important clinical implications for interindividual variation in drug response. SIGNIFICANCE STATEMENT: More than 90% of single-nucleotide polymorphisms (SNPs) that are associated with clinical phenotypes are located in noncoding regions of the genome. However, the mechanisms of action of many of those SNPs have not been elucidated, and drugs may unmask functional expression quantitative trail loci (eQTLs). In the current study, we used drugs that bind to the ligand-activated transcription factor aryl hydrocarbon receptor (AHR) and identified SNPs that were associated with interindividual variation in gene expression following drug exposure-termed pharmacogenomic (PGx)-eQTLs. Possibly of greater significance, those PGx-eQTL SNPs were outside of AHR binding sites, indicating that they do not interrupt AHR DNA recognition. PGx-eQTLs such as those described in this work may have crucial implications for interindividual variation in drug.
超过 90%的全基因组关联研究 (GWAS) 单核苷酸多态性 (SNP) 位于基因组的非编码区域,但只有 25.6%是已知的表达数量性状基因座 (eQTL)。因此,许多重要的 GWAS SNP 的功能仍然不清楚。我们已经确定了一种新型的 eQTL,其 SNP 远离配体激活转录因子 (TF) 结合位点,可以改变靶基因的表达,这种 SNP 基因型-配体依赖性的方式我们称之为药物基因组学 eQTL(PGx-eQTL)-这些可能具有重要的治疗意义。在本研究中,我们整合了染色质免疫沉淀测序与 RNA-seq 和 SNP 基因型数据,对一组淋巴母细胞系进行了分析,以鉴定 10 个新的依赖于配体激活 TF 芳香烃受体 (AHR) 的 PGx-eQTLs-这是一种对异生物质 (药物) 和免疫反应的关键环境传感器。这 10 个 PGx-eQTLs 只有在 AHR 配体处理后才是 eQTL,尽管 SNP 没有创建/破坏 AHR 反应元件-DNA 序列基序,该基序被 AHR 识别和结合。在多种细胞系中的进一步功能研究表明,一些 PGx-eQTLs在多种细胞类型中具有功能,而其他的则仅在一种细胞类型中显示 SNP-配体依赖性效应。此外,其中 4 个 PGx-eQTLs 先前与临床表型相关,表明这些基因座可能具有为临床决策提供信息的潜力。因此,基因组中远离配体激活 TF 的 TF 结合位点的 SNP 可能作为 PGx-eQTLs 发挥作用,因此可能对药物反应的个体间差异具有重要的临床意义。意义声明:与临床表型相关的超过 90%的单核苷酸多态性 (SNP) 位于基因组的非编码区域。然而,许多 SNP 的作用机制尚未阐明,药物可能会揭示功能性表达数量性状基因座 (eQTL)。在本研究中,我们使用了与配体激活转录因子芳香烃受体 (AHR) 结合的药物,并鉴定了与药物暴露后个体间基因表达变化相关的 SNP,称为药物基因组学 (PGx)-eQTL。可能更重要的是,这些 PGx-eQTL SNPs 位于 AHR 结合位点之外,表明它们不会中断 AHR DNA 识别。如本工作所述的 PGx-eQTL 可能对药物个体间差异具有至关重要的意义。