University College London Cancer Institute, Paul O'Gorman Building, University College London, London, United Kingdom.
Department of Pathology, Medicine and Cancer Center, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America.
PLoS Genet. 2021 Nov 11;17(11):e1009876. doi: 10.1371/journal.pgen.1009876. eCollection 2021 Nov.
A PI3Kα-selective inhibitor has recently been approved for use in breast tumors harboring mutations in PIK3CA, the gene encoding p110α. Preclinical studies have suggested that the PI3K/AKT/mTOR signaling pathway influences stemness, a dedifferentiation-related cellular phenotype associated with aggressive cancer. However, to date, no direct evidence for such a correlation has been demonstrated in human tumors. In two independent human breast cancer cohorts, encompassing nearly 3,000 tumor samples, transcriptional footprint-based analysis uncovered a positive linear association between transcriptionally-inferred PI3K/AKT/mTOR signaling scores and stemness scores. Unexpectedly, stratification of tumors according to PIK3CA genotype revealed a "biphasic" relationship of mutant PIK3CA allele dosage with these scores. Relative to tumor samples without PIK3CA mutations, the presence of a single copy of a hotspot PIK3CA variant was associated with lower PI3K/AKT/mTOR signaling and stemness scores, whereas the presence of multiple copies of PIK3CA hotspot mutations correlated with higher PI3K/AKT/mTOR signaling and stemness scores. This observation was recapitulated in a human cell model of heterozygous and homozygous PIK3CAH1047R expression. Collectively, our analysis (1) provides evidence for a signaling strength-dependent PI3K-stemness relationship in human breast cancer; (2) supports evaluation of the potential benefit of patient stratification based on a combination of conventional PI3K pathway genetic information with transcriptomic indices of PI3K signaling activation.
一种 PI3Kα 选择性抑制剂最近已被批准用于携带 PIK3CA 基因突变的乳腺癌,PIK3CA 基因编码 p110α。临床前研究表明,PI3K/AKT/mTOR 信号通路影响干性,干性是一种与侵袭性癌症相关的去分化相关的细胞表型。然而,迄今为止,尚未在人类肿瘤中证明这种相关性的直接证据。在两个独立的人类乳腺癌队列中,包含近 3000 个肿瘤样本,基于转录足迹的分析揭示了转录推断的 PI3K/AKT/mTOR 信号评分与干性评分之间存在正线性关联。出乎意料的是,根据 PIK3CA 基因型对肿瘤进行分层,发现突变型 PIK3CA 等位基因剂量与这些评分之间存在“双相”关系。与没有 PIK3CA 突变的肿瘤样本相比,单个热点 PIK3CA 变体的存在与较低的 PI3K/AKT/mTOR 信号和干性评分相关,而多个 PIK3CA 热点突变的存在与较高的 PI3K/AKT/mTOR 信号和干性评分相关。这种观察结果在杂合和纯合 PIK3CAH1047R 表达的人类细胞模型中得到了重现。总之,我们的分析(1)提供了人类乳腺癌中信号强度依赖性 PI3K-干性关系的证据;(2)支持基于传统 PI3K 通路遗传信息与 PI3K 信号激活转录组学指标的组合对患者进行分层的潜在获益的评估。