Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, Korea.
Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Korea.
Clin Cancer Res. 2019 May 1;25(9):2821-2834. doi: 10.1158/1078-0432.CCR-18-3460. Epub 2019 Jan 22.
Genomic and transcriptomic alterations during metastasis are considered to affect clinical outcome of colorectal cancers, but detailed clinical implications of metastatic alterations are not fully uncovered. We aimed to investigate the effect of metastatic evolution on treatment outcome, and identify genomic and transcriptomic alterations associated with drug responsiveness.
We developed and analyzed patient-derived xenograft (PDX) models from 35 patients with colorectal cancer including 5 patients with multiple organ metastases (MOMs). We performed whole-exome, DNA methylation, and RNA sequencing for patient and PDX tumors. With samples from patients with MOMs, we conducted phylogenetic and subclonal analysis and drug efficacy test on the corresponding PDX models.
Phylogenetic analysis using mutation, expression, and DNA methylation data in patients with MOMs showed that mutational alterations were closely connected with transcriptomic and epigenomic changes during the tumor evolution. Subclonal analysis revealed that initial primary tumors with larger number of subclones exhibited more dynamic changes in subclonal architecture according to metastasis, and loco-regional and distant metastases occurred in a parallel or independent fashion. The PDX models from MOMs demonstrated therapeutic heterogeneity for targeted treatment, due to subclonal acquisition of additional mutations or transcriptomic activation of bypass signaling pathway during tumor evolution.
This study demonstrated therapeutic heterogeneity of colorectal cancers using PDX models, and suggests that acquired subclonal alterations in mutations or gene expression profiles during tumor metastatic processes can be associated with the development of drug resistance and therapeutic heterogeneity of colorectal cancers.
转移过程中的基因组和转录组改变被认为会影响结直肠癌的临床结局,但转移性改变的详细临床意义尚未完全揭示。我们旨在研究转移进化对治疗结果的影响,并确定与药物反应性相关的基因组和转录组改变。
我们从 35 名结直肠癌患者中开发和分析了患者来源的异种移植(PDX)模型,其中包括 5 名有多个器官转移(MOMs)的患者。我们对患者和 PDX 肿瘤进行了全外显子、DNA 甲基化和 RNA 测序。对于有 MOMs 的患者,我们进行了系统发育和亚克隆分析,并在相应的 PDX 模型上进行了药物疗效测试。
使用 MOMs 患者的突变、表达和 DNA 甲基化数据进行的系统发育分析表明,突变改变与肿瘤进化过程中的转录组和表观基因组变化密切相关。亚克隆分析表明,初始原发肿瘤中具有较多亚克隆的肿瘤,根据转移,其亚克隆结构的动态变化更大,局部和远处转移以平行或独立的方式发生。来自 MOMs 的 PDX 模型显示出针对靶向治疗的治疗异质性,这是由于肿瘤进化过程中额外突变的亚克隆获得或旁路信号通路的转录组激活。
本研究使用 PDX 模型证明了结直肠癌的治疗异质性,并表明肿瘤转移过程中突变或基因表达谱中获得的亚克隆改变与结直肠癌耐药性的发展和治疗异质性有关。