Section of Hematology/Oncology, Department of Medicine, The University of Chicago, Chicago, Illinois 60637, USA.
Pharmacogenet Genomics. 2010 May;20(5):327-37. doi: 10.1097/FPC.0b013e3283396c4e.
Clinical studies show that Asians (ASN) are more susceptible to toxicities associated with platinum-containing regimens. We hypothesized that studying ASN as an 'enriched phenotype' population could enable the discovery of novel genetic determinants of platinum susceptibility.
Using well-genotyped lymphoblastoid cell lines from the HapMap, we determined cisplatin and carboplatin cytotoxicity phenotypes (IC50s) for ASN, Caucasians (CEU), and Africans (YRI). IC50s were used in genome-wide association studies.
ASN were most sensitive to platinums, corroborating clinical findings. ASN genome-wide association studies produced 479 single-nucleotide polymorphisms (SNPs) associating with cisplatin susceptibility and 199 with carboplatin susceptibility (P<10). Considering only the most significant variants (P<9.99x10), backwards elimination was then used to identify reduced-model SNPs, which robustly described the drug phenotypes within ASN. These SNPs comprised highly descriptive genetic signatures of susceptibility, with 12 SNPs explaining more than 95% of the susceptibility phenotype variation for cisplatin, and eight SNPs approximately 75% for carboplatin. To determine the possible function of these variants in ASN, the SNPs were tested for association with differential expression of target genes. SNPs were highly associated with the expression of multiple target genes, and notably, the histone H3 family was implicated for both drugs, suggesting a platinum-class mechanism. Histone H3 has repeatedly been described as regulating the formation of platinum-DNA adducts, but this is the first evidence that specific genetic variants might mediate these interactions in a pharmacogenetic manner. Finally, to determine whether any ASN-identified SNPs might also be important in other human populations, we interrogated all 479/199 SNPs for association with platinum susceptibility in an independent combined CEU/YRI population. Three unique SNPs for cisplatin and 10 for carboplatin replicated in CEU/YRI.
Enriched 'platinum susceptible' populations can be used to discover novel genetic determinants governing interindividual platinum chemotherapy susceptibility.
临床研究表明,亚洲人(ASN)更容易受到含铂方案相关毒性的影响。我们假设,将 ASN 作为“富集表型”人群进行研究,可以发现铂类药物敏感性的新遗传决定因素。
我们使用 HapMap 中经过良好基因分型的淋巴母细胞系,确定了 ASN、白种人(CEU)和非洲裔(YRI)的顺铂和卡铂细胞毒性表型(IC50)。使用 IC50 进行全基因组关联研究。
ASN 对铂类药物最敏感,与临床发现相符。ASN 全基因组关联研究产生了 479 个与顺铂敏感性相关的单核苷酸多态性(SNP)和 199 个与卡铂敏感性相关的 SNP(P<10)。只考虑最显著的变体(P<9.99x10),然后使用向后消除法识别出减少模型 SNP,这些 SNP 可以稳健地描述 ASN 内的药物表型。这些 SNP 包含了对敏感性的高度描述性遗传特征,其中 12 个 SNP 解释了顺铂敏感性表型变异的 95%以上,8 个 SNP 解释了卡铂敏感性表型变异的 75%左右。为了确定这些变体在 ASN 中的可能功能,我们测试了这些 SNP 与靶基因差异表达的关联。SNP 与多个靶基因的表达高度相关,值得注意的是,组蛋白 H3 家族与两种药物都有关联,表明存在一种铂类药物机制。组蛋白 H3 已被多次描述为调节铂-DNA 加合物的形成,但这是第一个证据表明特定的遗传变体可能以药物遗传学的方式介导这些相互作用。最后,为了确定任何 ASN 鉴定的 SNP 是否也可能对其他人群重要,我们在一个独立的 CEU/YRI 人群中,对所有 479/199 个 SNP 与顺铂敏感性的关联进行了检测。有 3 个独特的 SNP 与顺铂相关,10 个与卡铂相关,在 CEU/YRI 中得到了复制。
富集的“铂类药物敏感”人群可用于发现新的遗传决定因素,从而调节个体对铂类化疗的敏感性。