PO.ET09.05 · 实验与分子治疗
全基因组CRISPR筛选确定GPX4为经PI3Kalpha突变体选择性抑制剂RLY-2608处理的细胞中的潜在脆弱性
Genome-wide CRISPR screen identifies GPX4 as a potential vulnerability in cells treated with PI3Kalpha-mutant selective inhibitor RLY-2608
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
背景/目的:约40%的HR+乳腺癌携带PIK3CA突变。PI3Kalpha抑制剂的临床疗效因毒性和狭窄的治疗窗而受限。近来,突变体选择性PI3Kalpha抑制剂,如RLY-2608(zovegalisib),已显示出改善的疗效和耐受性。在此,我们旨在确定PIK3CA突变型乳腺癌细胞对RLY-2608应答的遗传调节因子。
方法:在T47D细胞中进行全基因组CRISPR敲除(KO)筛选(80,000个sgRNA靶向约20,000个基因),以确定其缺失可使细胞对PI3Kalpha抑制敏感的基因。使用CRISPR-Cas9验证关键候选基因,并使用RNA-seq评估治疗后的转录组变化。
结果:在赋形剂处理的对照中富集的sgRNA中,PTEN、NF2、TSC2和TSC1显示出最高的差异分数,与已知的PI3K抑制剂耐药机制一致,从而验证了筛选的稳健性。在RLY-2608处理细胞中排名最靠前的缺失基因(可能与对PI3Kalpha抑制的敏感性增加相关)中包括GPX4,其编码抗氧化酶谷胱甘肽过氧化物酶4。GPX4保护细胞免受脂质过氧化和铁死亡(铁依赖性细胞死亡)的影响。通过CRISPR-Cas9建立的稳定GPX4-KO MCF7和T47D细胞,分别对RLY-2608表现出2.5-3倍增加的敏感性。Bliss独立性分析揭示了RLY-2608与GPX4抑制剂RSL3之间的强协同作用。在用RLY-2608处理的T47D细胞中,转录组分析揭示了脂质相关基因的广泛上调,包括参与脂肪酸beta-氧化、脂质动员和膜脂代谢的酶。这些数据表明脂质周转和氧化增强的转变。正在进行的BODIPY-C11和脂质组学分析旨在量化由此产生的脂质过氧化。与无PI3K通路突变的癌细胞相比,PIK3CA突变型细胞表现出xCT介导的胱氨酸摄取受抑,以保存NADPH用于脂质合成。PI3Kalpha抑制解除了这种抑制,增加了胱氨酸可用性;然而,随之而来的脂质代谢和氧化通路的诱导增加了脂质过氧化物负荷。因此,我们推测,用PIK3CA突变体抑制剂治疗会增加对GPX4介导的抗氧化系统的依赖,通过与GPX4抑制剂联合创造出一个可在治疗上加以利用的脆弱性。
结论:全基因组CRISPR KO筛选确定GPX4抑制是经PI3Kalpha突变体选择性抑制剂RLY-2608处理的HR+/PIK3CA突变型乳腺癌细胞中的一个脆弱性。这些数据支持PI3Kalpha抑制、脂质过氧化和铁死亡之间的机制关联,为PI3K通路与GPX4抑制剂联合的临床试验提供了理论依据。
查看英文原文 English abstract
Background/Objectives: Approximately 40% of HR+ breast cancers harbor PIK3CA mutations. The clinical efficacy of PI3Kalpha inhibitors has been limited by toxicity and a narrow therapeutic window. Recently, mutant-selective PI3Kalpha inhibitors, such as RLY-2608 (zovegalisib), have shown improved efficacy and tolerability. Here, we aimed to identify genetic modulators of response to RLY-2608 in PIK3CA -mutant breast cancer cells.
Methods: A genome-wide CRISPR-knockout (KO) screen (80,000 sgRNAs targeting ~20,000 genes) was performed in T47D cells to identify genes whose loss sensitizes to PI3Kalpha inhibition. Key candidates were validated with CRISPR-Cas9, and RNA-seq was used to assess transcriptomic changes upon treatment.
Results: Among enriched sgRNAs in vehicle-treated controls, PTEN , NF2 , TSC2, and TSC1 showed the highest differential scores, consistent with known resistance mechanisms to PI3K inhibitors, therefore validating the screening's robustness. Among the top depleted genes in RLY-2608-treated cells - potentially associated with increased sensitivity to PI3Kalpha inhibition - was GPX4, encoding the antioxidant enzyme glutathione peroxidase 4. GPX4 protects cells from lipid peroxidation and ferroptosis (iron-dependent cell death). Stable GPX4- KO MCF7 and T47D cells, established via CRISPR-Cas9, displayed a 2.5-3-fold increased sensitivity to RLY-2608, respectively. Bliss independence analysis revealed strong synergy between RLY-2608 and the GPX4 inhibitor RSL3. In T47D cells treated with RLY-2608, transcriptome profiling revealed broad upregulation of lipid-associated genes, including enzymes involved in fatty acid beta-oxidation, lipid mobilization and membrane lipid metabolism. These data suggest a shift toward enhanced lipid turnover and oxidation. Ongoing BODIPY-C11 and lipidomic analyses aim to quantify resulting lipid peroxidation. Compared to cancer cells without PI3K pathway mutations, PIK3CA- mutant cells exhibit suppressed xCT-mediated cystine uptake to preserve NADPH for lipid synthesis. PI3Kalpha inhibition relieves this suppression, increasing cystine availability; however, the accompanying induction of lipid metabolic and oxidative pathways increases lipid peroxide burden. Thus, we speculated that treatment with a PIK3CA-mutant inhibitor increases dependence on the GPX4-mediated antioxidant system, creating a therapeutically exploitable vulnerability via combination with GPX4 inhibitors.
Conclusions: Genome-wide CRISPR KO screen identified GPX4 inhibition as a vulnerability in HR+/ PIK3CA -mutant breast cancer cells treated with the PI3Kalpha-mutant selective inhibitor RLY-2608. These data support a mechanistic link between PI3Kalpha inhibition, lipid peroxidation, and ferroptosis, providing a rationale for clinical trials with the combination of PI3K pathway and GPX4 inhibitors.
利益披露 Disclosure
F. Napolitano, None..
Y. Wang, None..
D. Ye, None..
J. Lu, None..
P. Luna, None..
Y. Matsunaga, None..
D. Calhoon, None..
M. Chica-Parrado, None..
J. Garcia Bermudez, None..
J. Lee, None.
A. B. Hanker,
Trishula Other, Consulting.
Breast Cancer Research Foundation/Lilly drug research collaborative Other, Research funding.