Department of Human Genetics, University of Chicago, Chicago, IL 60637, USA.
Hum Mol Genet. 2012 Oct 1;21(19):4348-55. doi: 10.1093/hmg/dds266. Epub 2012 Jul 5.
Variation in gene expression has been found to be important in disease susceptibility and pharmacogenomics. Local and distant expression quantitative trait loci (eQTLs) have been identified via genome-wide association study (GWAS); yet the functional analysis of these variants has been challenging. The aim of this study was to unravel the functional consequence of a gene with a local SNP with evidence for local and distant regulatory roles in cellular sensitivity to cisplatin, one of the most widely used chemotherapeutic drugs. To this end, we measured cellular susceptibility to cisplatin in 176 HapMap lymphoblastoid cell lines derived from Yoruba individuals from Ibadan, Nigeria. The 276 cytotoxicity-associated SNPs at the suggestive threshold of P ≤ 0.0001 were significantly enriched for eQTLs. Of these SNPs, we found one intronic SNP, rs17115814, that had a significant relationship with the expression level of its host gene, PRPF39 (P= 0.0007), and a significant correlation with the expression of over 100 distant transcripts (P ≤ 0.0001). Successful knockdown of PRPF39 expression using siRNA resulted in a significant increase in cisplatin resistance. We then measured the expression of 61 downstream targets after PRPF39 knockdown and found 53 gene targets had significant (P ≤ 0.05) expression changes. Included in the list of genes that significantly changed after PRPF39 knockdown were MAP3K4 and TFPD2, two important signaling genes previously shown to be relevant in cisplatin response. Thus, modulation of a local target gene identified through a GWAS was followed by a downstream cascade of gene expression changes resulting in greater resistance to cisplatin.
基因表达的变异已被证明在疾病易感性和药物基因组学中很重要。通过全基因组关联研究(GWAS)已经确定了局部和远处表达数量性状基因座(eQTL);然而,这些变体的功能分析一直具有挑战性。本研究旨在阐明一个基因的功能后果,该基因具有局部 SNP,具有局部和远处调节细胞对顺铂敏感性的证据,顺铂是最广泛使用的化疗药物之一。为此,我们测量了来自尼日利亚伊巴丹的约鲁巴个体的 176 个 HapMap 淋巴母细胞系对顺铂的细胞敏感性。在 P ≤ 0.0001 的提示阈值下,与细胞毒性相关的 276 个 SNP 显著富集了 eQTL。在这些 SNP 中,我们发现一个内含子 SNP,rs17115814,与宿主基因 PRPF39 的表达水平有显著关系(P=0.0007),并且与超过 100 个远距离转录物的表达有显著相关性(P ≤ 0.0001)。使用 siRNA 成功敲低 PRPF39 表达后,顺铂耐药性显著增加。然后,我们测量了 PRPF39 敲低后 61 个下游靶基因的表达,发现 53 个基因靶标有显著(P ≤ 0.05)的表达变化。在 PRPF39 敲低后显著改变的基因列表中包括 MAP3K4 和 TFPD2,这两个重要的信号基因先前被证明与顺铂反应有关。因此,通过 GWAS 鉴定的局部靶基因的调节后,会导致下游基因表达变化的级联反应,从而导致对顺铂的耐药性增加。