Institute of Health Informatics, University College London, 222 Euston Road, London, NW1 2DA, UK.
Br J Cancer. 2019 Oct;121(8):666-678. doi: 10.1038/s41416-019-0572-9. Epub 2019 Sep 16.
Cancer stem cells (CSCs) have innate abilities to resist even the harshest of therapies. To eradicate CSCs, parallels can be drawn from signalling modules that orchestrate pluripotency. Notch-Hedgehog hyperactivation are seen in CSCs, yet, not much is known about their conserved roles in tumour progression across cancers.
Employing a comparative approach involving 21 cancers, we uncovered clinically-relevant, pan-cancer drivers of Notch and Hedgehog. GISTIC datasets were used to evaluate copy number alterations. Receiver operating characteristic and Cox regression were employed for survival analyses.
We identified a Notch-Hedgehog signature of 13 genes exhibiting high frequencies of somatic amplifications leading to transcript overexpression. The signature successfully predicted patients at risk of death in five cancers (n = 2278): glioma (P < 0.0001), clear cell renal cell (P = 0.0022), papillary renal cell (P = 0.00099), liver (P = 0.014) and stomach (P = 0.011). The signature was independent of other clinicopathological parameters and offered an additional resolution to stratify similarly-staged tumours. High-risk patients exhibited features of stemness and had more hypoxic tumours, suggesting that hypoxia may influence CSC behaviour. Notch-Hedgehog CSCs had an immune privileged phenotype associated with increased regulatory T cell function.
This study will set the stage for exploring adjuvant therapy targeting the Notch-Hedgehog axis to help optimise therapeutic regimes leading to successful CSC elimination.
癌症干细胞 (CSC) 具有抵抗最严酷治疗的内在能力。为了根除 CSC,可以从协调多能性的信号模块中得出一些启示。CSC 中存在 Notch-Hedgehog 的过度激活,但它们在癌症之间肿瘤进展中的保守作用知之甚少。
我们采用涉及 21 种癌症的比较方法,发现了 Notch 和 Hedgehog 的临床相关、泛癌驱动因素。GISTIC 数据集用于评估拷贝数改变。采用接收者操作特征和 Cox 回归进行生存分析。
我们确定了一个由 13 个基因组成的 Notch-Hedgehog 特征,这些基因的体细胞扩增频率很高,导致转录物过表达。该特征成功预测了五种癌症(n=2278)中处于死亡风险的患者:脑胶质瘤(P<0.0001)、透明细胞肾细胞癌(P=0.0022)、乳头状肾细胞癌(P=0.00099)、肝癌(P=0.014)和胃癌(P=0.011)。该特征独立于其他临床病理参数,为分层类似分期的肿瘤提供了额外的分辨率。高危患者表现出干性特征,并且有更多的缺氧肿瘤,这表明缺氧可能影响 CSC 行为。Notch-Hedgehog CSC 具有与调节性 T 细胞功能增加相关的免疫特权表型。
本研究将为探索靶向 Notch-Hedgehog 轴的辅助治疗奠定基础,以帮助优化治疗方案,从而成功消除 CSC。