Section of Hematology/Oncology, University of Chicago, Chicago, IL 60637, USA.
Hum Mol Genet. 2012 Apr 1;21(7):1470-80. doi: 10.1093/hmg/ddr583. Epub 2011 Dec 13.
Pemetrexed, approved for the treatment of non-small cell lung cancer and malignant mesothelioma, has adverse effects including neutropenia, leucopenia, thrombocytopenia, anemia, fatigue and nausea. The results we report here represent the first genome-wide study aimed at identifying genetic predictors of pemetrexed response. We utilized expression quantitative trait loci (eQTLs) mapping combined with drug-induced cytotoxicity data to gain mechanistic insights into the observed genetic associations with pemetrexed susceptibility. We found that CTTN and ZMAT3 expression signature explained >30% of the pemetrexed susceptibility phenotype variation for pemetrexed in the discovery population. Replication using PCR and a semi-high-throughput, scalable assay system confirmed the initial discovery results in an independent set of samples derived from the same ancestry. Furthermore, functional validation in both germline and tumor cells demonstrates a decrease in cell survival following knockdown of CTTN or ZMAT3. In addition to our particular findings on genetic and gene expression predictors of susceptibility phenotype for pemetrexed, the work presented here will be valuable to the robust discovery and validation of genetic determinants and gene expression signatures of various chemotherapeutic susceptibilities.
培美曲塞已被批准用于治疗非小细胞肺癌和恶性间皮瘤,具有中性粒细胞减少症、白细胞减少症、血小板减少症、贫血、疲劳和恶心等不良反应。我们在这里报告的结果代表了首次旨在确定培美曲塞反应遗传预测因子的全基因组研究。我们利用表达数量性状基因座 (eQTL) 图谱结合药物诱导的细胞毒性数据,深入了解与培美曲塞易感性相关的观察到的遗传关联的机制。我们发现,在发现人群中,CTTN 和 ZMAT3 表达特征解释了培美曲塞易感性表型变异的>30%。使用 PCR 和半高通量、可扩展的测定系统进行的复制在来自相同祖源的独立样本集中证实了最初的发现结果。此外,在生殖细胞和肿瘤细胞中的功能验证表明,CTTN 或 ZMAT3 敲低后细胞存活率下降。除了我们在培美曲塞易感性表型的遗传和基因表达预测因子方面的特定发现外,这里介绍的工作对于各种化疗药物敏感性的遗传决定因素和基因表达特征的稳健发现和验证也将具有重要价值。