转录组
结直肠癌
转移
基因组
癌症研究
生物
动力学(音乐)
癌症
肿瘤异质性
肿瘤科
医学
计算生物学
基因
遗传学
基因表达
心理学
教育学
作者
Sung‐Yup Cho,Jeesoo Chae,Deukchae Na,Wonyoung Kang,Ahra Lee,Seoyeon Min,Jinjoo Kang,Boram Choi,Jieun Lee,Chang Ohk Sung,Jeffrey H. Chuang,Charles Lee,Won‐Suk Lee,Hansoo Park,Jong‐Il Kim
标识
DOI:10.1158/1078-0432.ccr-18-3460
摘要
Abstract Purpose: 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 in vivo treatment outcome, and identify genomic and transcriptomic alterations associated with drug responsiveness. Experimental Design: 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 in vivo drug efficacy test on the corresponding PDX models. Results: 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. Conclusions: This study demonstrated in vivo 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.
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