Department of Neurological Surgery, Northwestern Medicine Lou and Jean Malnati Brain Tumor Institute, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois.
Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, Massachusetts.
Clin Cancer Res. 2022 Jul 15;28(14):3156-3169. doi: 10.1158/1078-0432.CCR-21-2563.
Paclitaxel (PTX) is one of the most potent and commonly used chemotherapies for breast and pancreatic cancer. Several ongoing clinical trials are investigating means of enhancing delivery of PTX across the blood-brain barrier for glioblastomas. Despite the widespread use of PTX for breast cancer, and the initiative to repurpose this drug for gliomas, there are no predictive biomarkers to inform which patients will likely benefit from this therapy.
To identify predictive biomarkers for susceptibility to PTX, we performed a genome-wide CRISPR knockout (KO) screen using human glioma cells. The genes whose KO was most enriched in the CRISPR screen underwent further selection based on their correlation with survival in the breast cancer patient cohorts treated with PTX and not in patients treated with other chemotherapies, a finding that was validated on a second independent patient cohort using progression-free survival.
Combination of CRISPR screen results with outcomes from patients with taxane-treated breast cancer led to the discovery of endoplasmic reticulum (ER) protein SSR3 as a putative predictive biomarker for PTX. SSR3 protein levels showed positive correlation with susceptibility to PTX in breast cancer cells, glioma cells, and in multiple intracranial glioma xenografts models. KO of SSR3 turned the cells resistant to PTX while its overexpression sensitized the cells to PTX. Mechanistically, SSR3 confers susceptibility to PTX through regulation of phosphorylation of ER stress sensor IRE1α.
Our hypothesis generating study showed SSR3 as a putative biomarker for susceptibility to PTX, warranting its prospective clinical validation.
紫杉醇(PTX)是乳腺癌和胰腺癌最有效和最常用的化疗药物之一。目前正在进行多项临床试验,以研究将 PTX 递送至血脑屏障用于治疗胶质母细胞瘤的方法。尽管 PTX 广泛用于乳腺癌,并且正在努力将这种药物重新用于治疗胶质瘤,但没有预测性生物标志物来告知哪些患者可能从这种治疗中受益。
为了确定对 PTX 易感性的预测性生物标志物,我们使用人胶质母细胞瘤细胞进行了全基因组 CRISPR 敲除(KO)筛选。KO 在 CRISPR 筛选中最富集的基因根据它们与接受 PTX 治疗的乳腺癌患者队列中的生存相关性,以及与接受其他化疗药物治疗的患者的相关性,进一步进行了选择,这一发现通过使用无进展生存期在第二个独立的患者队列中得到了验证。
将 CRISPR 筛选结果与接受紫杉烷类药物治疗的乳腺癌患者的结果相结合,发现内质网(ER)蛋白 SSR3 是 PTX 的潜在预测生物标志物。SSR3 蛋白水平与乳腺癌细胞、神经胶质瘤细胞以及多个颅内神经胶质瘤异种移植模型中对 PTX 的易感性呈正相关。SSR3 的 KO 使细胞对 PTX 产生耐药性,而其过表达则使细胞对 PTX 敏感。从机制上讲,SSR3 通过调节内质网应激传感器 IRE1α 的磷酸化赋予对 PTX 的敏感性。
我们的假设生成研究表明 SSR3 是对 PTX 易感性的潜在生物标志物,需要对其进行前瞻性临床验证。