Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
Center for Cancer Genomics, Dana-Farber Cancer Institute, Boston, MA, USA.
Nat Med. 2020 Aug;26(8):1271-1279. doi: 10.1038/s41591-020-0926-0. Epub 2020 Jun 22.
Malignant abdominal fluid (ascites) frequently develops in women with advanced high-grade serous ovarian cancer (HGSOC) and is associated with drug resistance and a poor prognosis. To comprehensively characterize the HGSOC ascites ecosystem, we used single-cell RNA sequencing to profile ~11,000 cells from 22 ascites specimens from 11 patients with HGSOC. We found significant inter-patient variability in the composition and functional programs of ascites cells, including immunomodulatory fibroblast sub-populations and dichotomous macrophage populations. We found that the previously described immunoreactive and mesenchymal subtypes of HGSOC, which have prognostic implications, reflect the abundance of immune infiltrates and fibroblasts rather than distinct subsets of malignant cells. Malignant cell variability was partly explained by heterogeneous copy number alteration patterns or expression of a stemness program. Malignant cells shared expression of inflammatory programs that were largely recapitulated in single-cell RNA sequencing of ~35,000 cells from additionally collected samples, including three ascites, two primary HGSOC tumors and three patient ascites-derived xenograft models. Inhibition of the JAK/STAT pathway, which was expressed in both malignant cells and cancer-associated fibroblasts, had potent anti-tumor activity in primary short-term cultures and patient-derived xenograft models. Our work contributes to resolving the HSGOC landscape and provides a resource for the development of novel therapeutic approaches.
恶性腹腔积液(腹水)常发生于晚期高级别浆液性卵巢癌(HGSOC)女性患者中,并与耐药性和预后不良相关。为了全面描述 HGSOC 腹水生态系统,我们使用单细胞 RNA 测序技术对来自 11 名 HGSOC 患者的 22 份腹水标本中的约 11000 个细胞进行了分析。我们发现腹水细胞的组成和功能程序存在显著的个体间变异性,包括免疫调节性成纤维细胞亚群和二分体巨噬细胞群。我们发现,先前描述的具有预后意义的 HGSOC 免疫反应性和间充质亚型反映了免疫浸润和成纤维细胞的丰度,而不是恶性细胞的不同亚群。恶性细胞的变异性部分可以用异质性拷贝数改变模式或干性程序的表达来解释。恶性细胞共享炎症程序的表达,这些程序在从另外收集的样本中进行的约 35000 个单细胞 RNA 测序中得到了很大程度的重现,包括三个腹水、两个原发性 HGSOC 肿瘤和三个患者腹水衍生的异种移植模型。在恶性细胞和成纤维细胞中都表达的 JAK/STAT 通路抑制剂在原发性短期培养和患者衍生的异种移植模型中具有很强的抗肿瘤活性。我们的工作有助于解析 HSGOC 景观,并为开发新的治疗方法提供了资源。