LBPO.TB02 · 肿瘤生物学 · Late-Breaking

空间转录组学揭示原发部位内皮细胞EMT重编程驱动转移性葡萄膜黑色素瘤的免疫抑制并预测不良生存

Spatial transcriptomics reveals primary-site endothelial EMT reprogramming that drives immunosuppression in metastatic uveal melanoma and predicts poor survival

海报缩略图:空间转录组学揭示原发部位内皮细胞EMT重编程驱动转移性葡萄膜黑色素瘤的免疫抑制并预测不良生存
编号 LB306 展板 6 时间 4/21 09:00–12:00 区域 Section 55 主讲 Gurdeep Singh, PhD
分会场 Late-Breaking Research: Tumor Biology 2
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作者与单位 Authors & Affiliations

Sylvia Burris1, Gurdeep Singh2

1George Mason University, Fairfax, VA,2University of New Mexico Health Sciences Center, Albuquerque, NM

摘要 Abstract

中文摘要
葡萄膜黑色素瘤(UM)是最常见的原发性眼内恶性肿瘤,近50%的患者发生肝转移,转移后中位生存期仅为4-6个月。其不良预后和缺乏有效治疗与"免疫冷"肿瘤微环境相关,然而在转移病灶中驱动该环境的具体细胞类型、空间组织、极化状态和信号网络仍未得到充分阐明。为解决这一问题,我们使用10x Visium HD对肝转移性UM进行了空间转录组学分析。基于PRAME表达和RNA速率(RNA velocity),我们鉴定出四个肿瘤细胞簇,其中之一(簇#2)代表下游转化状态,具有最高的癌症干细胞关联。利用细胞类型标志基因数据库,其余细胞簇被注释为内皮细胞、肝星状细胞/癌症相关成纤维细胞(CAFs)、巨噬细胞、单核细胞和T细胞。TGFB1作为关键的免疫抑制细胞因子,仅由内皮细胞和CAFs显著表达,其中内皮细胞表现出主导性的高出5倍以上的表达。有趣的是,与BAP1缺陷型UM相关的EMT基因仅在内皮细胞和CAFs中显示出最高且最显著的EMT模块评分。接下来,我们进行了"免疫冷"景观分析,结果显示大多数UM细胞簇的抗炎/促炎标志物比值高于所有视网膜母细胞瘤细胞簇的水平。这一免疫冷特征以肿瘤簇#2为主导,其次是巨噬细胞和CAFs。这些发现提示,具有升高TGFB1的EMT重编程内皮细胞可能通过肝星状细胞纤维化驱动CAF形成,并驱动巨噬细胞的抗炎状态重编程。进一步支持EMT重编程内皮细胞的关键作用,CellChat分析揭示该细胞簇是细胞间通讯的主导驱动者,其次是巨噬细胞和肿瘤细胞。为检验这些EMT重编程内皮细胞是否起源于原发眼部部位,我们进行了UMAP和余弦相似性分析,将其表达谱与眼部、HUVEC、胎儿及成人肝窦、心脏和肺内皮细胞进行比较。这些分析显示EMT重编程内皮细胞与视网膜内皮细胞的相关性最高。为进一步确定这些EMT重编程内皮细胞是否起源于原发眼部部位,我们利用TCGA原发UM样本的表达数据检验其高表达基因特征是否能区分预后不良的UM患者。在所有转移细胞簇中,仅EMT重编程内皮细胞的顶级标志基因与不良生存显著相关(P<0.05,log-rank检验)。总体而言,我们的发现提示视网膜内皮细胞可能既驱动又构成肝转移性UM中的转移前龛,其原发部位的表达与不良生存相关。
查看英文原文 English abstract
Uveal melanoma (UM) is the most common primary intraocular malignancy, and nearly 50% of patients develop liver metastases with a median survival of only 4-6 months post-metastasis. Its poor prognosis and lack of effective therapies are linked to an “immune-cold” tumor microenvironment, yet the specific cell types, spatial organization, polarization states, and signaling networks driving this environment in metastatic lesions remain poorly defined. To address this, we performed spatial transcriptomics on liver metastatic UM using 10x Visium HD. Based on PRAME expression and RNA velocity, we identified four tumor cell clusters, one of which (cluster #2) represented a downstream transitioned state with the highest cancer stem cell association. Using the cell-type marker gene database, remaining clusters were annotated as endothelial cells, hepatic stellate/cancer-associated fibroblasts (CAFs), macrophages, monocytes, and T cells. TGFB1, a key immunosuppressive cytokine, was expressed significantly only by endothelial cells and CAFs, with endothelial cells showing dominant >5-fold higher expression. Interestingly, EMT genes associated with BAP1-deficient UM showed the highest and most significant EMT module scores in endothelial cells and CAFs only. Next, we performed “immune-cold” landscape analysis which revealed that most UM clusters had a higher anti-inflammatory to pro-inflammatory marker ratio compared to the levels found in all the retinoblastoma clusters. This immune cold signature was dominated by tumor cluster #2, followed by macrophages and CAFs. These findings suggest that EMT-reprogrammed endothelial cells with elevated TGFB1 may drive both CAF formation via hepatic stellate cell fibrosis and anti-inflammatory state reprogramming of macrophages. Further supporting crucial role of EMT-reprogrammed endothelial cells, CellChat analysis revealed this cluster as the dominant driver of cell-cell communications, followed by macrophages and tumor cells. To test whether these EMT-reprogrammed endothelial cells originated from the primary ocular site, we performed UMAP and cosine similarity analyses comparing their expression profiles with ocular, HUVEC, fetal & adult liver sinusoidal, cardiac, and pulmonary endothelial cells. These analyses revealed EMT-reprogrammed endothelial cells to have highest correlation with retinal endothelial cells. To further determine whether these EMT-reprogrammed endothelial cells originate from the primary ocular site, we tested whether their high-expression gene signature could distinguish UM patients with poor prognosis using expression data from TCGA primary UM samples. Amongst all metastatic clusters, only the top marker genes from EMT-reprogrammed endothelial cells were significantly associated with poor survival (P < 0.05, log-rank test). Overall, our findings suggest that retinal endothelial cells may both drive and constitute the premetastatic niche in liver metastatic UM, with their primary-site expression linked to poor survival.
利益披露 Disclosure
S. Burris, None.. G. Singh, None.

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