Faculty of Chinese Medicine, State Key Laboratory of Quality Research in Chinese Medicines, Macau University of Science and Technology, Macao, Macao SAR, China.
Dr. Neher's Biophysics Laboratory for Innovative Drug Discovery, Macau University of Science and Technology, Macao, Macao SAR, China.
Front Immunol. 2022 Aug 16;13:970950. doi: 10.3389/fimmu.2022.970950. eCollection 2022.
Currently, breast cancer (BRCA) has become the most common cancer in the world, whose pathological mechanism is complex. Among its subtypes, triple-negative breast cancer (TNBC) has the worst prognosis. With the increasing number of diagnosed TNBC patients, the urgent need of novel biomarkers is also rising. Cyclin-dependent kinase inhibitor 2A (CDKN2A) has recently emerged as a key regulator associated with ferroptosis and cuproptosis (FAC) and has exhibited a significant effect on BRCA, but its detailed mechanism remains elusive. Herein, we conducted the first converge comprehensive landscape analysis of FAC-related gene CDKN2A in BRCA and disclosed its prognostic value in BRCA. Then, an unsupervised cluster analysis based on CDKN2A-correlated genes unveiled three subtypes, namely cold-immune subtype, IFN-γ activated subtype and FTL-dominant subtype. Subsequent analyses depicting hallmarks of tumor microenvironment (TME) among three subtypes suggested strong association between TNBC and CDKN2A. Given the fact that the most clinically heterogeneous TNBC always displayed the most severe outcomes and lacked relevant drug targets, we further explored the potential of immunotherapy for TNBC by interfering CDKN2A and constructed the CDKN2A-derived prognostic model for TNBC patients by Lasso-Cox. The 21-gene-based prognostic model showed high accuracy and was verified in external independent validation cohort. Moreover, we proposed three drugs for TNBC patients based on our model targeting epidermal growth factor receptor. In summary, our study indicated the potential of CDKN2A as a pioneering prognostic predictor for TNBC and provided a rationale of immunotherapy for TNBC, and offered fresh perspectives and orientations for cancer treatment inducing ferroptosis and cuproptosis to develop novel anti-cancer treatment strategies.
目前,乳腺癌(BRCA)已成为全球最常见的癌症,其病理机制复杂。在其亚型中,三阴性乳腺癌(TNBC)预后最差。随着确诊的 TNBC 患者数量不断增加,对新型生物标志物的迫切需求也在不断增加。细胞周期蛋白依赖性激酶抑制剂 2A(CDKN2A)最近作为与铁死亡和铜死亡(FAC)相关的关键调节剂出现,并对 BRCA 表现出显著效果,但其详细机制仍不清楚。在此,我们首次对 BRCA 中与 FAC 相关的基因 CDKN2A 进行了收敛综合景观分析,并揭示了其在 BRCA 中的预后价值。然后,基于 CDKN2A 相关基因的无监督聚类分析揭示了三种亚型,即冷免疫亚型、IFN-γ 激活亚型和 FTL 主导亚型。随后对三种亚型中肿瘤微环境(TME)特征的分析表明,TNBC 与 CDKN2A 之间存在强烈关联。鉴于最具临床异质性的 TNBC 总是表现出最严重的结局且缺乏相关药物靶点,我们通过干扰 CDKN2A 进一步探索了 TNBC 免疫疗法的潜力,并通过 Lasso-Cox 为 TNBC 患者构建了 CDKN2A 衍生的预后模型。基于 21 基因的预后模型表现出较高的准确性,并在外部独立验证队列中得到验证。此外,我们基于该模型提出了三种针对 TNBC 患者的药物,这些药物靶向表皮生长因子受体。总之,我们的研究表明 CDKN2A 作为 TNBC 有前途的预后预测因子的潜力,并为 TNBC 的免疫治疗提供了依据,并为癌症治疗提供了新的视角和方向,以诱导铁死亡和铜死亡,从而开发新的抗癌治疗策略。