Wang Liang, Li Yuqing, Lyu Yinfeng, Wen Hui, Feng Chenchen
Department of Urology, Tianjin Medical University General Hospital, Tianjin, 300052 People's Republic of China.
Department of Urology, Huashan Hospital, Fudan University, Shanghai, 200040 People's Republic of China.
Cancer Cell Int. 2020 Oct 6;20:482. doi: 10.1186/s12935-020-01585-1. eCollection 2020.
We aim to explore association between copy number alteration (CNA) and sensitivity to common tyrosine kinase inhibitors (TKIs) used in clear-cell renal cell carcinoma (ccRCC) treatment.
CNA with related sensitivity profiles were extracted from the Genomics of Drug Sensitivity in Cancer (GDSC) dataset and was cross-referenced with common CNA in ccRCC in the Cancer Genome Atlas (TCGA) dataset. Functional annotation was profiled using GSEA and NET-GE. Target genes within cytobands of interest were screened in silico and validated in vitro using proliferation assays in A498 and 786-O ccRCC cells.
Four TKIs (Sunitinib, Cabozantinib, Axitinib and Sorafenib) that were clinically used in ccRCC were selected. In silico analysis showed gain of 20q (+20q) occurred in ~ 23% of cases and was associated with resistance to all four TKIs; loss of 14q (-14q) occurred in ~ 39% of cases and was associated with resistance to Sunitinib and Sorafenib; loss of 18p (-18p) occurred in ~ 39% of cases and was associated with sensitivity to Sunitinib and Sorafenib. All 3 CNAs were associated with worsened prognosis, respectively. Candidate target genes included of RBL1 on 20q, KLHL33 on 14q and ARHGAP28 on18q. In vitro validation showed RBL1 overexpression induced resistance to Sunitinib and Cabozantinib; KLHL33 silencing induced resistance to Sunitinib; ARHGAP28 silencing induced sensitivity to Cabozantinib. Functional annotation indicated FoxO signaling, hypoxic response and Wnt pathway, and Rho-related cellular adhesion were mechanistically associated with +20q, -14q and -18p, respectively.
Common CNAs in ccRCC are associated with cancer-intrinsic cross-sensitivity to common TKIs. Further validation and functional analyses are therefore needed.
我们旨在探讨拷贝数改变(CNA)与透明细胞肾细胞癌(ccRCC)治疗中常用酪氨酸激酶抑制剂(TKIs)敏感性之间的关联。
从癌症药物敏感性基因组学(GDSC)数据集中提取具有相关敏感性特征的CNA,并与癌症基因组图谱(TCGA)数据集中ccRCC的常见CNA进行交叉参照。使用基因集富集分析(GSEA)和网络基因富集(NET-GE)进行功能注释。在感兴趣的细胞带内的靶基因通过计算机筛选,并在A498和786-O ccRCC细胞中使用增殖试验进行体外验证。
选择了临床上用于ccRCC的四种TKIs(舒尼替尼、卡博替尼、阿昔替尼和索拉非尼)。计算机分析显示,约23%的病例发生20号染色体长臂增益(+20q),且与对所有四种TKIs的耐药相关;约39%的病例发生14号染色体长臂缺失(-14q),且与对舒尼替尼和索拉非尼的耐药相关;约39%的病例发生18号染色体短臂缺失(-18p),且与对舒尼替尼和索拉非尼的敏感相关。所有这三种CNA分别与预后恶化相关。候选靶基因包括20q上的RBL1、14q上的KLHL33和18q上的ARHGAP28。体外验证显示,RBL1过表达诱导对舒尼替尼和卡博替尼的耐药;KLHL33沉默诱导对舒尼替尼的耐药;ARHGAP28沉默诱导对卡博替尼的敏感。功能注释表明,FoxO信号通路、缺氧反应和Wnt通路以及Rho相关细胞黏附分别与+20q、-14q和-18p在机制上相关。
ccRCC中的常见CNA与癌症内在的对常见TKIs的交叉敏感性相关。因此,需要进一步的验证和功能分析。