State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China.
Cell Death Dis. 2022 May 6;13(5):438. doi: 10.1038/s41419-022-04904-8.
Retinoblastoma (RB) is the most common primary intraocular malignancy of childhood. It is known that the tumor microenvironment (TME) regulates tumorigenesis and metastasis. However, how the malignant progression in RB is determined by the heterogeneity of tumor cells and TME remains uncharacterized. Here, we conducted integrative single-cell transcriptome and whole-exome sequencing analysis of RB patients with detailed pathological and clinical measurements. By single-cell transcriptomic sequencing, we profiled around 70,000 cells from tumor samples of seven RB patients. We identified that the major cell types in RB were cone precursor-like (CP-like) and MKI67+ cone precursor (MKI67+ CP) cells. By integrating copy number variation (CNV) analysis, we found that RB samples had large clonal heterogeneity, where the malignant MKI67+ CP cells had significantly larger copy number changes. Enrichment analysis revealed that the conversion of CP-like to MKI67+ CP resulted in the loss of photoreceptor function and increased cell proliferation ability. The TME in RB was composed of tumor-associated macrophages (TAMs), astrocyte-like, and cancer-associated fibroblasts (CAFs). Particularly, during the invasion process, TAMs created an immunosuppressive environment, in which the proportion of TAMs decreased, M1-type macrophage was lost, and the TAMs-related immune functions were depressed. Finally, we identified that TAMs regulated tumor cells through GRN and MIF signaling pathways, while TAMs self-regulated through inhibition of CCL and GALECTIN signaling pathways during the invasion process. Altogether, our study creates a detailed transcriptomic map of RB with single-cell characterization of malignant phenotypes and provides novel molecular insights into the occurrence and progression of RB.
视网膜母细胞瘤(RB)是儿童最常见的眼内原发性恶性肿瘤。已知肿瘤微环境(TME)调节肿瘤发生和转移。然而,RB 中恶性进展如何由肿瘤细胞和 TME 的异质性决定尚不清楚。在这里,我们对具有详细病理和临床测量的 RB 患者进行了整合的单细胞转录组和全外显子测序分析。通过单细胞转录组测序,我们对来自七位 RB 患者肿瘤样本的约 70,000 个细胞进行了分析。我们确定 RB 的主要细胞类型是 cone 前体细胞样(CP-like)和 MKI67+ cone 前体细胞(MKI67+ CP)细胞。通过整合拷贝数变异(CNV)分析,我们发现 RB 样本具有很大的克隆异质性,其中恶性 MKI67+ CP 细胞具有明显更大的拷贝数变化。富集分析表明 CP-like 向 MKI67+ CP 的转化导致光感受器功能丧失和细胞增殖能力增加。RB 中的 TME 由肿瘤相关巨噬细胞(TAMs)、星形胶质细胞样细胞和癌相关成纤维细胞(CAFs)组成。特别是在侵袭过程中,TAMs 创造了一个免疫抑制环境,其中 TAMs 的比例降低,M1 型巨噬细胞丢失,TAMs 相关的免疫功能受到抑制。最后,我们发现 TAMs 通过 GRN 和 MIF 信号通路调节肿瘤细胞,而 TAMs 在侵袭过程中通过抑制 CCL 和 GALECTIN 信号通路自我调节。总之,我们的研究通过单细胞恶性表型特征对 RB 进行了详细的转录组图谱绘制,并为 RB 的发生和发展提供了新的分子见解。