Peter MacCallum Cancer Centre, Melbourne, Victoria, 3000, Australia.
The Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Victoria, 3010, Australia.
Sci Data. 2024 Sep 19;11(1):1024. doi: 10.1038/s41597-024-03869-x.
Low grade serous carcinoma (LGSOC) is a rare epithelial ovarian cancer with unique molecular characteristics compared to the more common tubo-ovarian high-grade serous ovarian carcinoma. Pivotal clinical trials guiding the management of epithelial ovarian cancer lack sufficient cases of LGSOC for meaningful subgroup analysis, hence overall findings cannot be extrapolated to rarer chemo-resistant subtypes such as LGSOC. Furthermore, there is a need for more effective therapies for the treatment of relapsed disease, as treatment options are limited. To address this, we conducted the largest quantitative high-throughput drug screening effort (n = 3436 compounds) in 12 patient-derived LGSOC cell lines and one normal ovary cell line to identify unexplored therapeutic avenues. Using a combination of high-throughput robotics, high-content imaging and novel data analysis pipelines, our data set identified 60 high and 19 moderate confidence hits which induced cancer cell specific cytotoxicity at the lowest compound dose assessed (0.1 µM). We also revealed a series of known (mTOR/PI3K/AKT) and novel (EGFR and MDM2-p53) drug classes in which LGSOC cell lines showed demonstrable susceptibility to.
低级别浆液性卵巢癌 (LGSOC) 是一种罕见的上皮性卵巢癌,与更为常见的输卵管-卵巢高级别浆液性卵巢癌相比,具有独特的分子特征。指导上皮性卵巢癌管理的关键性临床试验中,LGSOC 的病例数量不足,无法进行有意义的亚组分析,因此总体研究结果不能外推至 LGSOC 等更为罕见的化疗耐药亚型。此外,对于复发性疾病的治疗,需要更有效的治疗方法,因为治疗选择有限。为了解决这个问题,我们在 12 种患者来源的 LGSOC 细胞系和一种正常卵巢细胞系中进行了最大规模的定量高通量药物筛选工作 (n=3436 种化合物),以确定尚未探索的治疗途径。我们使用高通量机器人、高内涵成像和新型数据分析管道的组合,从我们的数据集中确定了 60 种高置信度和 19 种中置信度的化合物,这些化合物在评估的最低化合物剂量 (0.1µM) 下诱导癌细胞特异性细胞毒性。我们还揭示了一系列已知 (mTOR/PI3K/AKT) 和新型 (EGFR 和 MDM2-p53) 药物类别,LGSOC 细胞系对这些药物类别表现出明显的敏感性。