Li Yin, Jiang Manling, Wei Yongqi, He Xiang, Li Guoping, Lu Chunlai, Ge Di
Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China.
Laboratory of Allergy and Precision Medicine, Chengdu Institute of Respiratory Health, Affiliated Hospital of Southwest Jiaotong University, The Third People's Hospital of Chengdu, Chengdu, Sichuan, People's Republic of China.
J Inflamm Res. 2024 Jan 6;17:101-119. doi: 10.2147/JIR.S440295. eCollection 2024.
The pyrimidine salvage pathway plays a critical role in tumor progression and patient outcomes. The roles of pyrimidine salvage pathway-related genes (PSPGs) in cancer, however, are not fully understood. This study aims to depict the characteristics of PSPGs across various cancers.
An integrative pan-cancer analysis of six PSPGs (CDA, UCK1, UCK2, UCKL1, UPP1, and UPP2) was conducted using TCGA data, single-cell RNA sequencing datasets, and patient samples. Single-cell transcriptome analysis and RT-qPCR were used to validate the relation between UPP1 and cytokines. Flow cytometry was performed to validate the role of UPP1 in immune checkpoint regulation. The correlation between UPP1 and tumor associated neutrophils (TAN) were investigated and validated by single-cell transcriptome analysis and tissue microarrays (TMAs).
PSPGs showed low mutation rates but significant copy number variations, particularly amplifications in UCKL1, UPP1, and UCK2 across various cancers. DNA methylation patterns varied, with notable negative correlations between methylation and gene expression in UPP1. PSPGs were broadly up-regulated in multiple cancers, with correlations to clinical staging and prognosis. Proteomic data further confirmed these findings. Functional analysis revealed PSPGs' associations with tumor proliferation, metastasis, and various signaling pathways. UPP1 showed strong correlations with the tumor microenvironment (TME), particularly with cytokines, immune checkpoints, and various immune cells. Single-cell transcriptome analysis confirmed these associations, highlighting UPP1's influence on cytokine expression and immune checkpoint regulation. In esophageal squamous cell carcinoma (ESCC), UPP1-high tumor cells were significantly associated with immunosuppressive cells in the TME. Spatial analysis using TMAs revealed that UPP1+ tumor cells were predominantly located at the invasive margin and closely associated with neutrophils, correlating with poorer patient prognosis.
Our study depicted the multi-dimensional view of PSPGs in cancer, with a particular focus on UPP1's role in the TME. Targeting UPP1 holds promise as a potential strategy for cancer therapy.
嘧啶补救途径在肿瘤进展和患者预后中起关键作用。然而,嘧啶补救途径相关基因(PSPGs)在癌症中的作用尚未完全明确。本研究旨在描绘PSPGs在各种癌症中的特征。
使用TCGA数据、单细胞RNA测序数据集和患者样本对六个PSPGs(CDA、UCK1、UCK2、UCKL1、UPP1和UPP2)进行综合泛癌分析。采用单细胞转录组分析和RT-qPCR验证UPP1与细胞因子之间的关系。通过流式细胞术验证UPP1在免疫检查点调节中的作用。通过单细胞转录组分析和组织芯片(TMAs)研究并验证UPP1与肿瘤相关中性粒细胞(TAN)之间的相关性。
PSPGs显示出低突变率,但存在显著的拷贝数变异,尤其是在各种癌症中UCKL1、UPP1和UCK2的扩增。DNA甲基化模式各不相同,UPP1中甲基化与基因表达之间存在显著的负相关。PSPGs在多种癌症中广泛上调,与临床分期和预后相关。蛋白质组学数据进一步证实了这些发现。功能分析揭示了PSPGs与肿瘤增殖、转移及各种信号通路的关联。UPP1与肿瘤微环境(TME)密切相关,尤其是与细胞因子、免疫检查点和各种免疫细胞。单细胞转录组分析证实了这些关联,突出了UPP1对细胞因子表达和免疫检查点调节的影响。在食管鳞状细胞癌(ESCC)中,UPP1高表达的肿瘤细胞与TME中的免疫抑制细胞显著相关。使用TMAs的空间分析显示,UPP1+肿瘤细胞主要位于侵袭边缘并与中性粒细胞密切相关,与患者预后较差相关。
我们的研究描绘了PSPGs在癌症中的多维度视图,特别关注UPP1在TME中的作用。靶向UPP1有望成为一种潜在的癌症治疗策略。