Department of Medical Oncology and Cancer Genetics, Mater Hospital and St. James's Hospital, Dublin 7, Ireland.
Ann Oncol. 2013 Sep;24(9):2414-21. doi: 10.1093/annonc/mdt225. Epub 2013 Jul 29.
Variations in urothelial carcinoma (UC) response to platinum chemotherapy are common and frequently attributed to genetic and epigenetic variations of somatic DNA. We hypothesized that variations in germline DNA may contribute to UC chemosensitivity.
DNA from 210 UC patients treated with platinum-based chemotherapy was genotyped for 80 single nucleotide polymorphisms (SNPs). Logistic regression was used to examine the association between SNPs and response, and a multivariable predictive model was created. Significant SNPs were combined to form a SNP score predicting response. Eleven UC cell lines were genotyped as validation.
Six SNPs were significantly associated with 101 complete or partial responses (48%). Four SNPs retained independence association and were incorporated into a response prediction model. Each additional risk allele was associated with a nearly 50% decrease in odds of response [odds ratio (OR) = 0.51, 95% confidence interval 0.39-0.65, P = 1.05 × 10(-7)). The bootstrap-adjusted area under the curves of this model was greater than clinical prognostic factors alone (0.78 versus 0.64). The SNP score showed a positive trend with chemosensitivity in cell lines (P = 0.115).
Genetic variants associated with response of UC to platinum-based therapy were identified in germline DNA. A model using these genetic variants may predict response to chemotherapy better than clinical factors alone.
尿路上皮癌(UC)对铂类化疗的反应存在差异,这通常归因于体细胞 DNA 的遗传和表观遗传变异。我们假设种系 DNA 的变异可能导致 UC 对化疗的敏感性不同。
对 210 例接受铂类化疗的 UC 患者的 DNA 进行了 80 个单核苷酸多态性(SNP)的基因分型。采用逻辑回归检验 SNP 与反应之间的关联,并建立多变量预测模型。对有意义的 SNP 进行组合,形成预测反应的 SNP 评分。对 11 种 UC 细胞系进行基因分型作为验证。
6 个 SNP 与 101 例完全或部分反应(48%)显著相关。4 个 SNP 保留了独立性关联,并被纳入反应预测模型。每个额外的风险等位基因与反应几率降低近 50%相关[比值比(OR)=0.51,95%置信区间 0.39-0.65,P=1.05×10(-7)]。该模型的 bootstrap 调整曲线下面积大于临床预后因素单独的曲线下面积(0.78 比 0.64)。SNP 评分与细胞系的化疗敏感性呈正相关趋势(P=0.115)。
在种系 DNA 中发现了与 UC 对铂类治疗反应相关的遗传变异。使用这些遗传变异的模型可能比单独使用临床因素预测化疗反应更好。