Programme in Cancer and Stem Cell Biology, Duke-NUS Medical School, 8 College Road, Singapore, 169857, Singapore.
Centre for Computational Biology, Duke-NUS Medical School, 8 College Road, Singapore, 169857, Singapore.
Breast Cancer Res. 2018 Mar 22;20(1):22. doi: 10.1186/s13058-018-0949-3.
Phosphatase and tensin homolog (PTEN) is one of the most frequently inactivated tumor suppressors in breast cancer. While PTEN itself is not considered a druggable target, PTEN synthetic-sick or synthetic-lethal (PTEN-SSL) genes are potential drug targets in PTEN-deficient breast cancers. Therefore, with the aim of identifying potential targets for precision breast cancer therapy, we sought to discover PTEN-SSL genes present in a broad spectrum of breast cancers.
To discover broad-spectrum PTEN-SSL genes in breast cancer, we used a multi-step approach that started with (1) a genome-wide short interfering RNA (siRNA) screen of ~ 21,000 genes in a pair of isogenic human mammary epithelial cell lines, followed by (2) a short hairpin RNA (shRNA) screen of ~ 1200 genes focused on hits from the first screen in a panel of 11 breast cancer cell lines; we then determined reproducibility of hits by (3) identification of overlaps between our results and reanalyzed data from 3 independent gene-essentiality screens, and finally, for selected candidate PTEN-SSL genes we (4) confirmed PTEN-SSL activity using either drug sensitivity experiments in a panel of 19 cell lines or mutual exclusivity analysis of publicly available pan-cancer somatic mutation data.
The screens (steps 1 and 2) and the reproducibility analysis (step 3) identified six candidate broad-spectrum PTEN-SSL genes (PIK3CB, ADAMTS20, AP1M2, HMMR, STK11, and NUAK1). PIK3CB was previously identified as PTEN-SSL, while the other five genes represent novel PTEN-SSL candidates. Confirmation studies (step 4) provided additional evidence that NUAK1 and STK11 have PTEN-SSL patterns of activity. Consistent with PTEN-SSL status, inhibition of the NUAK1 protein kinase by the small molecule drug HTH-01-015 selectively impaired viability in multiple PTEN-deficient breast cancer cell lines, while mutations affecting STK11 and PTEN were largely mutually exclusive across large pan-cancer data sets.
Six genes showed PTEN-SSL patterns of activity in a large proportion of PTEN-deficient breast cancer cell lines and are potential specific vulnerabilities in PTEN-deficient breast cancer. Furthermore, the NUAK1 PTEN-SSL vulnerability identified by RNA interference techniques can be recapitulated and exploited using the small molecule kinase inhibitor HTH-01-015. Thus, NUAK1 inhibition may be an effective strategy for precision treatment of PTEN-deficient breast tumors.
磷酸酶与张力蛋白同源物(PTEN)是乳腺癌中最常失活的肿瘤抑制因子之一。虽然 PTEN 本身不是一个可成药的靶点,但 PTEN 合成性失活或合成性致死(PTEN-SSL)基因是 PTEN 缺陷型乳腺癌的潜在药物靶点。因此,为了寻找精准乳腺癌治疗的潜在靶点,我们试图在广泛的乳腺癌中发现 PTEN-SSL 基因。
为了在乳腺癌中发现广谱性的 PTEN-SSL 基因,我们采用了一种多步骤的方法,首先对一对同源人乳腺上皮细胞系中的约 21000 个基因进行全基因组短干扰 RNA(siRNA)筛选,然后对 11 种乳腺癌细胞系中来自第一筛选的约 1200 个基因进行短发夹 RNA(shRNA)筛选;接着,通过确定我们的结果与 3 个独立的基因必需性筛选的重叠来确定命中结果的重现性,最后,对于选定的候选 PTEN-SSL 基因,我们通过在 19 种细胞系中进行药物敏感性实验或通过对公共全癌症体细胞突变数据进行相互排他性分析来验证 PTEN-SSL 活性。
筛选(步骤 1 和 2)和重现性分析(步骤 3)确定了六个候选的广谱性 PTEN-SSL 基因(PIK3CB、ADAMTS20、AP1M2、HMMR、STK11 和 NUAK1)。PIK3CB 先前被鉴定为 PTEN-SSL,而其他五个基因则代表新的 PTEN-SSL 候选基因。确认研究(步骤 4)提供了更多证据表明 NUAK1 和 STK11 具有 PTEN-SSL 活性模式。与 PTEN-SSL 状态一致,小分子药物 HTH-01-015 抑制 NUAK1 蛋白激酶选择性地损害了多个 PTEN 缺陷型乳腺癌细胞系的活力,而影响 STK11 和 PTEN 的突变在大型全癌症数据集中基本是相互排斥的。
六个基因在很大比例的 PTEN 缺陷型乳腺癌细胞系中表现出 PTEN-SSL 活性模式,是 PTEN 缺陷型乳腺癌的潜在特定弱点。此外,通过 RNA 干扰技术鉴定的 NUAK1 PTEN-SSL 脆弱性可以通过小分子激酶抑制剂 HTH-01-015 重现和利用。因此,NUAK1 抑制可能是治疗 PTEN 缺陷型乳腺癌的有效策略。