Department of Medical Genome Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan.
PLoS One. 2013 Sep 12;8(9):e73484. doi: 10.1371/journal.pone.0073484. eCollection 2013.
We analyzed whole-exome sequencing data from 97 Japanese lung adenocarcinoma patients and identified several putative cancer-related genes and pathways. Particularly, we observed that cancer-related mutation patterns were significantly different between different ethnic groups. As previously reported, mutations in the EGFR gene were characteristic to Japanese, while those in the KRAS gene were more frequent in Caucasians. Furthermore, during the course of this analysis, we found that cancer-specific somatic mutations can be detected without sequencing normal tissue counterparts. 64% of the germline variants could be excluded using a total of 217 external Japanese exome datasets. We also show that a similar approach may be used for other three ethnic groups, although the discriminative power depends on the ethnic group. We demonstrate that the ATM gene and the PAPPA2 gene could be identified as cancer prognosis related genes. By bypassing the sequencing of normal tissue counterparts, this approach provides a useful means of not only reducing the time and cost of sequencing but also analyzing archive samples, for which normal tissue counterparts are not available.
我们分析了 97 名日本肺腺癌患者的全外显子组测序数据,鉴定出了一些潜在的癌症相关基因和通路。特别地,我们观察到不同种族之间的癌症相关突变模式存在显著差异。如前所述,EGFR 基因的突变在日本人中更为常见,而 KRAS 基因的突变在白种人中更为常见。此外,在分析过程中,我们发现无需对正常组织对照进行测序,就可以检测到癌症特异性的体细胞突变。利用总共 217 个外部日本外显子组数据集,可以排除 64%的种系变异。我们还表明,虽然区分能力取决于种族,但类似的方法可用于其他三个种族。我们证明 ATM 基因和 PAPPA2 基因可以作为癌症预后相关基因。通过绕过正常组织对照的测序,这种方法不仅提供了一种减少测序时间和成本的有用手段,而且还可以分析存档样本,对于这些样本,无法获得正常组织对照。