Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States.
Stanford Genome Technology Center, Stanford University, Palo Alto, CA, United States.
Sci Rep. 2020 Mar 19;10(1):5009. doi: 10.1038/s41598-020-61643-6.
DNA copy number aberrations (CNA) are frequently observed in colorectal cancers (CRC). There is an urgent need for CNA-based biomarkers in clinics,. n For Stage III CRC, if combined with imaging or pathologic evidence, these markers promise more precise care. We conducted this Stage III specific biomarker discovery with a cohort of 134 CRCs, and with a newly developed high-efficiency CNA profiling protocol. Specifically, we developed the profiling protocol for tumor-normal matched tissue samples based on low-coverage clinical whole-genome sequencing (WGS). We demonstrated the protocol's accuracy and robustness by a systematic benchmark with microarray, high-coverage whole-exome and -genome approaches, where the low-coverage WGS-derived CNA segments were highly accordant (PCC >0.95) with those derived from microarray, and they were substantially less variable if compared to exome-derived segments. A lasso-based model and multivariate cox regression analysis identified a chromosome 17p loss, containing the TP53 tumor suppressor gene, that was significantly associated with reduced survival (P = 0.0139, HR = 1.688, 95% CI = [1.112-2.562]), which was validated by an independent cohort of 187 Stage III CRCs. In summary, this low-coverage WGS protocol has high sensitivity, high resolution and low cost and the identified 17p-loss is an effective poor prognosis marker for Stage III patients.
DNA 拷贝数异常(CNA)在结直肠癌(CRC)中经常观察到。临床上迫切需要基于 CNA 的生物标志物,对于 III 期 CRC,如果结合影像学或病理证据,这些标志物有望提供更精确的治疗。我们使用 134 例 CRC 队列进行了这项 III 期特异性生物标志物发现研究,并使用新开发的高效 CNA 分析方案。具体来说,我们基于低覆盖度的临床全基因组测序(WGS)为肿瘤-正常匹配组织样本开发了分析方案。我们通过与微阵列、高覆盖度全外显子组和全基因组方法的系统基准测试证明了该方案的准确性和稳健性,其中低覆盖度 WGS 衍生的 CNA 片段与微阵列衍生的片段高度一致(PCC >0.95),与外显子组衍生的片段相比,它们的变异性要小得多。基于lasso 的模型和多变量 cox 回归分析确定了包含 TP53 肿瘤抑制基因的 17p 缺失与生存时间缩短显著相关(P = 0.0139,HR = 1.688,95% CI = [1.112-2.562]),这在另一个包含 187 例 III 期 CRC 的独立队列中得到了验证。总之,这种低覆盖度 WGS 方案具有高灵敏度、高分辨率和低成本的特点,并且鉴定出的 17p 缺失是 III 期患者的有效预后不良标志物。