Biosciences Institute, Newcastle University Centre for Cancer, Newcastle University, Newcastle NE2 4HH, UK.
Bioinformatics Support Unit, Newcastle University, Newcastle NE2 4HH, UK.
Int J Mol Sci. 2023 Mar 28;24(7):6387. doi: 10.3390/ijms24076387.
Hepatocellular carcinoma (HCC), the most common type of liver cancer, has very poor outcomes. Current therapies often have low efficacy and significant toxicities. Thus, there is a critical need for the development of novel therapeutic approaches for HCC. We have developed a novel bioinformatics pipeline, which integrates genome-wide DNA methylation and gene expression data, to identify genes required for the survival of specific molecular cancer subgroups but not normal cells. Targeting these genes may induce cancer-specific "synthetic lethality". Initially, five potential HCC molecular subgroups were identified based on global DNA methylation patterns. Subgroup-2 exhibited the most unique methylation profile and two candidate subtype-specific vulnerability or SL-like genes were identified for this subgroup, including TIAM1, a guanine nucleotide exchange factor encoding gene known to activate Rac1 signalling. siRNA targeting TIAM1 inhibited cell proliferation in TIAM1-positive (subgroup-2) HCC cell lines but had no effect on the normal hepatocyte HHL5 cell line. Furthermore, -positive/subgroup-2 cell lines were significantly more sensitive to the TIAM1/RAC1 inhibitor NSC23766 compared with -negative HCC lines or the normal HHL5 cell line. The results are consistent with a synthetic lethal role for in a methylation-defined HCC subgroup and suggest it may be a viable therapeutic target in this subset of HCC patients.
肝细胞癌(HCC)是最常见的肝癌类型,预后极差。目前的治疗方法往往疗效低且毒性大。因此,迫切需要开发针对 HCC 的新型治疗方法。我们开发了一种新的生物信息学管道,该管道整合了全基因组 DNA 甲基化和基因表达数据,以鉴定对特定分子癌症亚群的存活但对正常细胞没有毒性的基因。针对这些基因可能会诱导癌症特异性的“合成致死性”。最初,根据全基因组 DNA 甲基化模式确定了五个潜在的 HCC 分子亚群。亚群 2 表现出最独特的甲基化谱,并且确定了该亚群的两个候选亚型特异性易损性或 SL 样基因,包括已知激活 Rac1 信号的鸟嘌呤核苷酸交换因子编码基因 TIAM1。靶向 TIAM1 的 siRNA 抑制 TIAM1 阳性(亚群 2)HCC 细胞系的增殖,但对正常肝细胞 HHL5 细胞系没有影响。此外,与 TIAM1 阴性 HCC 细胞系或正常 HHL5 细胞系相比,TIAM1/RAC1 抑制剂 NSC23766 使 TIAM1 阳性/亚群 2 细胞系的敏感性显著增加。结果与 TIAM1 在定义为甲基化的 HCC 亚群中的合成致死作用一致,并表明它可能是该 HCC 患者亚群中可行的治疗靶标。