State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
College of Life Sciences, Sichuan University, Chengdu, Sichuan, China.
Front Immunol. 2023 Mar 3;14:1131814. doi: 10.3389/fimmu.2023.1131814. eCollection 2023.
Immature ovarian teratomas are a type of malignant germ cell tumor composed of complicated cell types and are characterized by pathological features of immature neuroectodermal tubules/rosettes. However, there is a lack of understanding of patient-derived immature ovarian teratomas (PDT) at the single cell level. Moreover, whether stem cell lines derived from immature teratomas (CDT) can be used as models for research on PDT remains to be elucidated.
Single-cell RNA sequencing (scRNA-seq) and subsequent bioinformatic analysis was performed on three patient-derived immature ovarian teratomas (PDT) samples to reveal the heterogeneity, evolution trajectory, and cell communication within the tumor microenvironment of PDT. Validations were conducted in additional seven samples through multiplex immunofluorescence.
A total of qualified 22,153 cells were obtained and divided into 28 clusters, which can match to the scRNA-seq annotation of CDT as well as human fetal Cell Atlas, but with higher heterogeneity and more prolific cell-cell crosstalk. Radial glia cells (tagged by SOX2) and immature neuron (tagged by DCX) exhibited mutually exclusive expression and differentiated along distinct evolutionary trajectory from cycling neural progenitors. Proportions of these neuroectodermal cell subtypes may play important roles in PDT through contributing to the internal heterogeneity of PDTs. Moreover, the immune cells in PDTs were infiltrated rather than teratoma-derived, with more abundant macrophage in immature neuron than those in radial glia cells, and the infiltrated macrophage subtypes (i.e., M1 and M2) were significantly correlated to clinical grade. Overall, suppressed evolution process and transcriptome regulation in neuroectodermal cells, reduced cell-cell crosstalk, higher M1/M2 proportion ratio, and enhanced T cell effects in tumor microenvironment are enriched in patients with favorable prognosis.
This study provides a comprehensive profile of PDT at the single cell level, shedding light on the heterogeneity and evolution of neuroectodermal cells within PDTs and the role of immune cells within the tumor microenvironment. Also, our findings highlight the potential usage of CDTs as a model for research on PDT.
未成熟卵巢畸胎瘤是一种恶性生殖细胞肿瘤,由多种细胞类型组成,其特征是存在不成熟神经外胚层小管/玫瑰花结的病理特征。然而,人们对单细胞水平的患者来源未成熟卵巢畸胎瘤(PDT)了解甚少。此外,是否可以将源自未成熟畸胎瘤(CDT)的干细胞系用作 PDT 研究的模型,仍有待阐明。
对三个患者来源的未成熟卵巢畸胎瘤(PDT)样本进行单细胞 RNA 测序(scRNA-seq)和后续的生物信息学分析,以揭示 PDT 肿瘤微环境中的异质性、进化轨迹和细胞通讯。通过多重免疫荧光在另外七个样本中进行验证。
共获得并分为 28 个簇,共获得 22153 个合格细胞,可与 CDT 的 scRNA-seq 注释以及人类胎儿细胞图谱相匹配,但具有更高的异质性和更多的细胞间通讯。放射状胶质细胞(SOX2 标记)和未成熟神经元(DCX 标记)表现出相互排斥的表达,并且沿着与循环神经祖细胞不同的进化轨迹分化。这些神经外胚层细胞亚型的比例可能通过为 PDT 的内部异质性做出贡献而在 PDT 中发挥重要作用。此外,PDT 中的免疫细胞是浸润性的而不是畸胎瘤源性的,未成熟神经元中的巨噬细胞比放射状胶质细胞中的更多,浸润的巨噬细胞亚型(即 M1 和 M2)与临床分级显著相关。总体而言,神经外胚层细胞的进化过程和转录组调控受到抑制,细胞间通讯减少,肿瘤微环境中 M1/M2 比例升高,T 细胞效应增强,这些在预后良好的患者中更为丰富。
本研究在单细胞水平上提供了 PDT 的全面概况,阐明了 PDT 中神经外胚层细胞的异质性和进化以及肿瘤微环境中免疫细胞的作用。此外,我们的研究结果强调了 CDT 作为 PDT 研究模型的潜力。