School of Systems Biology, George Mason University, Manassas, VA, USA.
Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA, USA.
Br J Cancer. 2024 Nov;131(9):1543-1554. doi: 10.1038/s41416-024-02852-y. Epub 2024 Sep 25.
Mutations of the PIK3CA/AKT/mTOR axis are common events in metastatic breast cancers (MBCs). This study was designed to evaluate the extent to which genetic alterations of the PIK3CA/AKT/mTOR can predict protein activation of this signalling axis in MBCs.
Molecular profiles were generated by CLIA-certified laboratories from a real-world evidence cohort of 171 MBC patients. Genetic alterations of the PIK3CA pathway were measured using next-generation sequencing. Activation levels of AKT and downstream signalling molecules were quantified using two orthogonal proteomic methods. Protein activity was correlated with underlying genomic profiles and response to CDK4/6 inhibition in combination with endocrine treatment (ET).
Oncogenic alterations of the PIK3CA/AKT/PTEN pathway were identified in 49.7% of cases. Genomic profiles emerged as poor predictors of protein activity (AUC:0.69), and AKT phosphorylation levels mimicked those of mutant lesions in 76.9% of wild-type tumours. High phosphorylation levels of the PI3K/AKT/mTOR downstream target p70S6 Kinase (T389) were associated with shorter PFS in patients treated with CDK4/6 inhibitors in combination with ET (HR:4.18 95%CI:1.19-14.63); this association was not seen when patients were classified by mutational status.
Phosphoprotein-based measurements of drug targets and downstream substrates should be captured along with genomic information to identify MBCs driven by the PI3K/AKT/mTOR signalling.
PIK3CA/AKT/mTOR 轴的突变是转移性乳腺癌(MBC)中的常见事件。本研究旨在评估 PIK3CA/AKT/mTOR 的遗传改变在多大程度上可以预测 MBC 中该信号轴的蛋白激活。
通过 CLIA 认证的实验室,从 171 名 MBC 患者的真实世界证据队列中生成分子谱。使用下一代测序测量 PIK3CA 通路的遗传改变。使用两种正交蛋白质组学方法定量测量 AKT 和下游信号分子的激活水平。将蛋白活性与潜在的基因组图谱以及与 CDK4/6 抑制联合内分泌治疗(ET)的反应相关联。
在 49.7%的病例中发现了 PIK3CA/AKT/PTEN 通路的致癌改变。基因组图谱作为蛋白活性的不良预测因子(AUC:0.69),并且在 76.9%的野生型肿瘤中,AKT 磷酸化水平模拟了突变病变。PI3K/AKT/mTOR 下游靶标 p70S6 激酶(T389)的高磷酸化水平与接受 CDK4/6 抑制剂联合 ET 治疗的患者的 PFS 较短相关(HR:4.18 95%CI:1.19-14.63);当根据突变状态对患者进行分类时,未观察到这种关联。
应该结合基因组信息捕获药物靶点和下游底物的磷酸化蛋白测量,以识别由 PI3K/AKT/mTOR 信号驱动的 MBC。