Canadian National Centres of Excellence-Exactis Innovation, 5450 Cote-des-Neiges, Montreal, Quebec, H3T 1Y6, Canada.
McGill University-Segal Cancer Centre, Jewish General Hospital, 3755 Côte Ste-Catherine, Montreal, Quebec, H3T 1E2, Canada.
Clin Transl Med. 2021 Apr;11(4):e401. doi: 10.1002/ctm2.401.
Therapeutic resistance is the main cause of death in metastatic colorectal cancer. To investigate genomic plasticity, most specifically of metastatic lesions, associated with response to first-line systemic therapy, we collected longitudinal liver metastatic samples and characterized the copy number aberration (CNA) landscape and its effect on the transcriptome.
Liver metastatic biopsies were collected prior to treatment (pre, n = 97) and when clinical imaging demonstrated therapeutic resistance (post, n = 43). CNAs were inferred from whole exome sequencing and were correlated with both the status of the lesion and overall patient progression-free survival (PFS). We used RNA sequencing data from the same sample set to validate aberrations as well as independent datasets to prioritize candidate genes.
We identified a significantly increased frequency gain of a unique CN, in liver metastatic lesions after first-line treatment, on chr18p11.32 harboring 10 genes, including TYMS, which has not been reported in primary tumors (GISTIC method and test of equal proportions, FDR-adjusted p = 0.0023). CNA lesion profiles exhibiting different treatment responses were compared and we detected focal genomic divergences in post-treatment resistant lesions but not in responder lesions (two-tailed Fisher's Exact test, unadjusted p ≤ 0.005). The importance of examining metastatic lesions is highlighted by the fact that 15 out of 18 independently validated CNA regions found to be associated with PFS in this study were only identified in the metastatic lesions and not in the primary tumors.
This investigation of genomic-phenotype associations in a large colorectal cancer liver metastases cohort identified novel molecular features associated with treatment response, supporting the clinical importance of collecting metastatic samples in a defined clinical setting.
治疗耐药性是转移性结直肠癌死亡的主要原因。为了研究与一线系统治疗反应相关的基因组可塑性,特别是转移性病变的基因组可塑性,我们收集了纵向肝转移样本,并对其拷贝数畸变(CNA)图谱及其对转录组的影响进行了特征分析。
在治疗前(n=97)和临床影像学显示治疗耐药时(n=43)采集肝转移活检样本。通过全外显子组测序推断出 CNA,并将其与病变状态和患者无进展生存期(PFS)相关联。我们使用来自同一样本集的 RNA 测序数据验证了异常,并使用独立数据集对候选基因进行了优先级排序。
我们发现,在一线治疗后,肝转移病灶中出现了一个独特的 chr18p11.32 上的 CNA 频率显著增加,该区域包含 10 个基因,包括 TYMS,这在原发性肿瘤中尚未报道过(GISTIC 方法和均等比例检验,FDR 调整后 p=0.0023)。比较了表现出不同治疗反应的 CNA 病变谱,我们在治疗耐药的病变中检测到了焦点基因组的差异,但在反应性病变中没有检测到(双侧 Fisher 精确检验,未调整的 p≤0.005)。仅在转移性病变中而不在原发性肿瘤中发现 18 个独立验证的与 PFS 相关的 CNA 区域中有 15 个,这一事实突出了检查转移性病变的重要性。
在一个大型结直肠癌肝转移队列中对基因组-表型关联的研究发现了与治疗反应相关的新分子特征,支持在明确的临床环境中收集转移性样本的临床重要性。