Institute for Immunology and Allergy Research, Westmead Millennium Institute, University of Sydney, Sydney, NSW 2145, Australia.
Genome Med. 2011 Aug 31;3(8):57. doi: 10.1186/gm273.
The hepatitis C virus (HCV) infects nearly 3% of the World's population, causing severe liver disease in many. Standard of care therapy is currently pegylated interferon alpha and ribavirin (PegIFN/R), which is effective in less than half of those infected with the most common viral genotype. Two IL28B single nucleotide polymorphisms (SNPs), rs8099917 and rs12979860, predict response to (PegIFN/R) therapy in treatment of HCV infection. These SNPs were identified in genome wide analyses using Illumina genotyping chips. In people of European ancestry, there are 6 common (more than 1%) haplotypes for IL28B, one tagged by the rs8099917 minor allele, four tagged by rs12979860.
We used massively parallel sequencing of the IL28B and IL28A gene regions generated by polymerase chain reaction (PCR) from pooled DNA samples from 100 responders and 99 non-responders to therapy, to identify common variants. Variants that had high odds ratios and were validated were then genotyped in a cohort of 905 responders and non-responders. Their predictive power was assessed, alone and in combination with HLA-C.
Only SNPs in the IL28B linkage disequilibrium block predicted drug response. Eighteen SNPs were identified with evidence for association with drug response, and with a high degree of confidence in the sequence call. We found that two SNPs, rs4803221 (homozygote minor allele positive predictive value (PPV) of 77%) and rs7248668 (PPV 78%), predicted failure to respond better than the current best, rs8099917 (PPV 73%) and rs12979860 (PPV 68%) in this cross-sectional cohort. The best SNPs tagged a single common haplotype, haplotype 2. Genotypes predicted lack of response better than alleles. However, combination of IL28B haplotype 2 carrier status with the HLA-C C2C2 genotype, which has previously been reported to improve prediction in combination with IL28B, provides the highest PPV (80%). The haplotypes present alternative putative transcription factor binding and methylation sites.
Massively parallel sequencing allowed identification and comparison of the best common SNPs for identifying treatment failure in therapy for HCV. SNPs tagging a single haplotype have the highest PPV, especially in combination with HLA-C. The functional basis for the association may be due to altered regulation of the gene. These approaches have utility in improving diagnostic testing and identifying causal haplotypes or SNPs.
丙型肝炎病毒(HCV)感染了全球近 3%的人口,导致许多人患上严重的肝脏疾病。目前的标准治疗方法是聚乙二醇干扰素α和利巴韦林(PegIFN/R),但对于感染最常见病毒基因型的一半以下的患者有效。两种 IL28B 单核苷酸多态性(SNP),rs8099917 和 rs12979860,可预测 HCV 感染治疗中对(PegIFN/R)治疗的反应。这些 SNP 是通过 Illumina 基因分型芯片进行全基因组分析确定的。在欧洲血统的人群中,IL28B 有 6 个常见(超过 1%)单倍型,一个由 rs8099917 次要等位基因标记,4 个由 rs12979860 标记。
我们使用聚合酶链反应(PCR)从 100 名应答者和 99 名非应答者的治疗 pooled DNA 样本中生成的 IL28B 和 IL28A 基因区域的大规模平行测序,以鉴定常见变体。具有高优势比且经过验证的变体随后在 905 名应答者和非应答者队列中进行了基因分型。评估了它们的预测能力,单独评估和与 HLA-C 联合评估。
只有 IL28B 连锁不平衡块中的 SNP 可预测药物反应。鉴定出 18 个与药物反应相关的 SNP,并且在序列调用方面具有高度置信度。我们发现,两个 SNP,rs4803221(纯合子小等位基因阳性预测值(PPV)为 77%)和 rs7248668(PPV 为 78%),比目前最好的 rs8099917(PPV 为 73%)和 rs12979860(PPV 为 68%)更好地预测药物反应失败,在这个横断面队列中。最佳 SNP 标记了一个单一的常见单倍型,单倍型 2。基因型比等位基因更能预测无反应。然而,IL28B 单倍型 2 携带者状态与 HLA-C C2C2 基因型的组合,先前已报道与 IL28B 联合使用可提高预测能力,提供了最高的阳性预测值(80%)。这些单倍型存在替代的潜在转录因子结合和甲基化位点。
大规模平行测序允许鉴定和比较用于识别 HCV 治疗中治疗失败的最佳常见 SNP。标记单个单倍型的 SNP 具有最高的 PPV,尤其是与 HLA-C 联合使用时。关联的功能基础可能是由于基因调控的改变。这些方法在改善诊断测试和识别因果单倍型或 SNP 方面具有实用价值。