Guo Qinhao, Chen Xia, Bi Rui, Li Haiming, Liu Meng, Ju Xingzhu, Feng Zheng, Zhu Jun, Li Yizhen, Wang Xin, Huang Qiuru, Li Jiaxin, Zhou Xiaonan, Zheng Ying, Zheng Bo, Wu Xiaohua, Yu Jun, Wen Hao
Department of Gynecologic Oncology, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China.
Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
Commun Biol. 2025 Aug 5;8(1):1156. doi: 10.1038/s42003-025-08617-4.
Ovarian clear cell carcinoma (OCCC) represents a rare and aggressive subtype of epithelial ovarian cancer with distinctive clinical and molecular characteristics. However, the identification, origin, and molecular features of the malignant epithelial cells in OCCC remain poorly studied. We establish an OCCC-associated transcriptional landscape using single-cell RNA sequencing and investigated the properties of epithelial cells in tissues from normal ovaries, ovarian endometriosis, primary OCCC and recurrent OCCC to assess the status of malignant epithelial cells. We identify a specific subcluster of malignant epithelial cells and further analyze them to discover 173 candidate factors associated with OCCC. Regulon and pseudotime trajectory analyses reveal six transcription factors (TFs) and their corresponding targets among these candidate factors, highlighting their roles in OCCC onset and reoccurrence. Through experimental validation, we confirm the crucial involvement of STAT3, KLF5, and TRIM28 in the proliferation and migration of OVISE cells. Silencing these three TFs also results in the down-regulation of their associated TF targets linked to OCCC. Overall, we characterize complex malignant-like cell populations at single-cell resolution and highlighted several TFs and their targets, providing essential resources for understanding the regulatory mechanisms underlying OCCC initiation and recurrence.
卵巢透明细胞癌(OCCC)是上皮性卵巢癌中一种罕见且侵袭性强的亚型,具有独特的临床和分子特征。然而,OCCC中恶性上皮细胞的识别、起源和分子特征仍研究不足。我们利用单细胞RNA测序建立了与OCCC相关的转录图谱,并研究了正常卵巢、卵巢子宫内膜异位症、原发性OCCC和复发性OCCC组织中上皮细胞的特性,以评估恶性上皮细胞的状态。我们鉴定出了恶性上皮细胞的一个特定亚群,并对其进行进一步分析,发现了173个与OCCC相关的候选因子。调控子和伪时间轨迹分析揭示了这些候选因子中的六个转录因子(TFs)及其相应靶点,突出了它们在OCCC发生和复发中的作用。通过实验验证,我们证实了STAT3、KLF5和TRIM28在OVISE细胞增殖和迁移中的关键作用。沉默这三个TFs也导致了与OCCC相关的其相关TF靶点的下调。总体而言,我们以单细胞分辨率表征了复杂的恶性样细胞群体,并突出了几个TFs及其靶点,为理解OCCC起始和复发的调控机制提供了重要资源。