Department of Ophthalmology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
BMC Cancer. 2023 Feb 11;23(1):146. doi: 10.1186/s12885-023-10527-9.
TAP1 is an immunomodulation-related protein that plays different roles in various malignancies. This study investigated the transcriptional expression profile of TAP1 in uveal melanoma (UVM), revealed its potential biological interaction network, and determined its prognostic value.
CIBERSORT and ESTIMATE bioinformatic methods were used on data sourced from The Cancer Genome Atlas database (TCGA) to determine the correlation between TAP1 expression, UVM prognosis, biological characteristics, and immune infiltration. Gene set enrichment analysis (GSEA) was used to discover the signaling pathways associated with TAP1, while STRING database and CytoHubba were used to construct protein-protein interaction (PPI) and competing endogenous RNA (ceRNA) networks, respectively. An overall survival (OS) prognostic model was constructed to test the predictive efficacy of TAP1, and its effect on the in vitro proliferation activity and metastatic potential of UVM cell line C918 cells was verified by RNA interference.
There was a clear association between TAP1 expression and UVM patient prognosis. Upregulated TAP1 was strongly associated with a shorter survival time, higher likelihood of metastasis, and higher mortality outcomes. According to GSEA analysis, various immunity-related signaling pathways such as primary immunodeficiency were enriched in the presence of elevated TAP1 expression. A PPI network and a ceRNA network were constructed to show the interactions among mRNAs, miRNAs, and lncRNAs. Furthermore, TAP1 expression showed a significant positive correlation with immunoscore, stromal score, CD8+ T cells, and dendritic cells, whereas the correlation with B cells and neutrophils was negative. The Cox regression model and calibration plots confirmed a strong agreement between the estimated OS and actual observed patient values. In vitro silencing of TAP1 expression in C918 cells significantly inhibited cell proliferation and metastasis.
This study is the first to demonstrate that TAP1 expression is positively correlated with clinicopathological factors and poor prognosis in UVM. In vitro experiments also verified that TAP1 is associated with C918 cell proliferation, apoptosis, and metastasis. These results suggest that TAP1 may function as an oncogene, prognostic marker, and importantly, as a novel therapeutic target in patients with UVM.
TAP1 是一种免疫调节相关蛋白,在各种恶性肿瘤中发挥不同的作用。本研究通过分析来自癌症基因组图谱(TCGA)数据库的数据,探讨了 TAP1 在葡萄膜黑色素瘤(UVM)中的转录表达谱,揭示了其潜在的生物学相互作用网络,并确定了其预后价值。
利用 CIBERSORT 和 ESTIMATE 生物信息学方法,对 TCGA 数据库中的数据进行分析,以确定 TAP1 表达与 UVM 预后、生物学特征和免疫浸润之间的相关性。采用基因集富集分析(GSEA)来发现与 TAP1 相关的信号通路,同时利用 STRING 数据库和 CytoHubba 分别构建蛋白质-蛋白质相互作用(PPI)和竞争性内源 RNA(ceRNA)网络。构建一个总生存(OS)预后模型来检验 TAP1 的预测效能,并通过 RNA 干扰验证其对 UVM 细胞系 C918 细胞体外增殖活性和转移潜能的影响。
TAP1 表达与 UVM 患者预后之间存在明确的相关性。TAP1 表达上调与较短的生存时间、更高的转移可能性和更高的死亡率密切相关。根据 GSEA 分析,在 TAP1 表达升高的情况下,各种与免疫相关的信号通路,如原发性免疫缺陷,被富集。构建了一个 PPI 网络和一个 ceRNA 网络,以显示 mRNAs、miRNAs 和 lncRNAs 之间的相互作用。此外,TAP1 表达与免疫评分、基质评分、CD8+T 细胞和树突状细胞呈显著正相关,而与 B 细胞和中性粒细胞呈负相关。Cox 回归模型和校准图证实了估计的 OS 与实际观察到的患者值之间具有很强的一致性。在体外沉默 C918 细胞中的 TAP1 表达显著抑制了细胞的增殖和转移。
本研究首次表明 TAP1 表达与 UVM 的临床病理因素和不良预后呈正相关。体外实验还验证了 TAP1 与 C918 细胞增殖、凋亡和转移有关。这些结果表明,TAP1 可能作为一种癌基因、预后标志物,以及重要的治疗靶点,在 UVM 患者中发挥作用。