Department of Zoology, Life Sciences Institute, University of British Columbia Vancouver, BC, Canada ; Department of Statistics and Actuarial Science, Simon Fraser University Burnaby, BC, Canada.
Front Genet. 2013 Nov 11;4:231. doi: 10.3389/fgene.2013.00231. eCollection 2013.
Anthracyclines are very effective chemotherapeutic agents; however, their use is hampered by the treatment-induced cardiotoxicity. Genetic variants that help define patient's sensitivity to anthracyclines will greatly improve the design of optimal chemotherapeutic regimens. However, identification of such variants is hampered by the lack of analytical approaches that address the complex, multi-genic character of anthracycline induced cardiotoxicity (AIC). Here, using a multi-SNP based approach, we examined 60 genes coding for proteins involved in drug metabolism and efflux and identified the P450 oxidoreductase (POR) gene to be most strongly associated with daunorubicin induced cardiotoxicity in a population of acute myeloid leukemia (AML) patients (FDR adjusted p-value of 0.15). In this sample of cancer patients, variation in the POR gene is estimated to account for some 11.6% of the variability in the drop of left ventricular ejection fraction (LVEF) after daunorubicin treatment, compared to the estimated 13.2% accounted for by the cumulative dose and ethnicity. In post-hoc analysis, this association was driven by 3 SNPs-the rs2868177, rs13240755, and rs4732513-through their linear interaction with cumulative daunorubicin dose. The unadjusted odds ratios (ORs) and confidence intervals (CIs) for rs2868177 and rs13240755 were estimated to be 1.89 (95% CI: 0.7435-4.819; p = 0.1756) and 3.18 (95% CI: 1.223-8.27; p = 0.01376), respectively. Although the contribution of POR variants is expected to be overestimated due to the multiple testing performed in this small pilot study, given that cumulative anthracycline dose is virtually the only factor used clinically to predict the risk of cardiotoxicity, the contribution that genetic analyses of POR can make to the assessment of this risk is worthy of follow up in future investigations.
蒽环类药物是非常有效的化疗药物;然而,由于其治疗诱导的心脏毒性,其应用受到了阻碍。有助于确定患者对蒽环类药物敏感性的遗传变异将极大地改善最佳化疗方案的设计。然而,由于缺乏分析方法来解决蒽环类药物诱导的心脏毒性(AIC)的复杂多基因特征,因此难以识别此类变异。在这里,我们使用基于多 SNP 的方法,研究了 60 个编码参与药物代谢和外排的蛋白质的基因,并确定细胞色素 P450 氧化还原酶(POR)基因与急性髓细胞白血病(AML)患者群体中柔红霉素诱导的心脏毒性最密切相关(经 FDR 调整的 p 值为 0.15)。在该癌症患者样本中,POR 基因的变异估计占柔红霉素治疗后左心室射血分数(LVEF)下降的约 11.6%,而累积剂量和种族占 13.2%。在事后分析中,这种关联是由 3 个 SNP-rs2868177、rs13240755 和 rs4732513-通过它们与累积柔红霉素剂量的线性相互作用驱动的。rs2868177 和 rs13240755 的未调整比值比(OR)和置信区间(CI)估计值分别为 1.89(95%CI:0.7435-4.819;p=0.1756)和 3.18(95%CI:1.223-8.27;p=0.01376)。尽管由于在这个小的试点研究中进行了多次测试,POR 变体的贡献可能被高估,但由于累积蒽环类药物剂量几乎是临床上唯一用于预测心脏毒性风险的因素,因此对 POR 进行遗传分析可以为评估这种风险做出贡献值得在未来的研究中进一步探讨。