Huang Yanjing, He Chengjie, Hu Qiuling, Liu Zhong, Li Xingyi, Gao Wuyou, Liang Xuanwei, Chen Rongxin, Mao Zhen, Lin Xianchai
State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China.
Invest Ophthalmol Vis Sci. 2025 Jan 2;66(1):11. doi: 10.1167/iovs.66.1.11.
Eyelid infiltrative basal cell carcinoma (iBCC) is the most common malignant tumor affecting the ocular adnexa, but studies on metabolic changes within its microenvironment and heterogeneity at the tumor invasive area are limited. This study aims to analyze metabolic differences among iBCC cell types using single-cell and spatial metabolomics analysis and to examine metabolic environment at the tumor invasive area.
Single-cell transcriptomic data of human basal cell carcinoma (BCC) were clustered and visualized using Uniform Manifold Approximation and Projection. Metabolic reprogramming was analyzed with single-cell flux estimation analysis. Spatial metabolomics data were obtained with the Timstof Flex MALDI 2 system, and Bruker software was used for region selection.
Eight cell types were identified within the iBCC microenvironment. Differences between inflammatory cancer-associated fibroblasts and myofibroblastic cancer-associated fibroblasts were analyzed. Metabolic flux analysis showed increased glycolysis, glutamine, heme, and glutathione fluxes in the iBCC microenvironment. Spatial metabolomics revealed high levels of taurine, deoxy-GMP, O-phosphoethanolamine, and pyrithione. Both tumor and invasive regions had significant upregulation of fatty acid pathways, with marked increases in oleic and arachidonic acids at the invasive area. Specific upregulation of UDP-glucuronic acid and high UDP-glucose 6-dehydrogenase (UGDH) expression in the tumor region suggest UXS1 as a potential therapeutic target for iBCC.
This study establishes a metabolic microenvironment atlas of iBCC, revealing significant metabolic differences and the dominance of lipid and lysosome metabolism. Potential metabolic markers and characteristic substances in the invasive area offer new insights for immunotherapy and the exploration of BCC's metabolic mechanisms.
眼睑浸润性基底细胞癌(iBCC)是影响眼附属器最常见的恶性肿瘤,但关于其微环境内代谢变化及肿瘤侵袭区域异质性的研究有限。本研究旨在利用单细胞和空间代谢组学分析来分析iBCC细胞类型间的代谢差异,并检测肿瘤侵袭区域的代谢环境。
使用均匀流形近似和投影对人类基底细胞癌(BCC)的单细胞转录组数据进行聚类和可视化。采用单细胞通量估计分析来分析代谢重编程。利用Timstof Flex MALDI 2系统获取空间代谢组学数据,并使用布鲁克软件进行区域选择。
在iBCC微环境中鉴定出8种细胞类型。分析了炎性癌症相关成纤维细胞和肌成纤维细胞性癌症相关成纤维细胞之间的差异。代谢通量分析显示iBCC微环境中糖酵解、谷氨酰胺、血红素和谷胱甘肽通量增加。空间代谢组学揭示了牛磺酸、脱氧鸟苷一磷酸、O-磷酸乙醇胺和巯氧吡啶的高水平。肿瘤和侵袭区域的脂肪酸途径均显著上调,侵袭区域的油酸和花生四烯酸显著增加。肿瘤区域中UDP-葡萄糖醛酸的特异性上调和高表达的UDP-葡萄糖6-脱氢酶(UGDH)表明UXS1是iBCC的潜在治疗靶点。
本研究建立了iBCC的代谢微环境图谱,揭示了显著的代谢差异以及脂质和溶酶体代谢的主导地位。侵袭区域潜在的代谢标志物和特征性物质为免疫治疗及BCC代谢机制的探索提供了新见解。