Li Baihui, Zhang Bailu, Wang Xuezhou, Zeng Ziqing, Huang Ziqi, Zhang Lin, Wei Feng, Ren Xiubao, Yang Lili
Department of Immunology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.
National Clinical Research Center for Cancer, Tianjin, China.
Oncoimmunology. 2020 Aug 28;9(1):1807291. doi: 10.1080/2162402X.2020.1807291.
Sialic acid-binding immunoglobulin-like lectin 15 (Siglec-15) is considered a novel anti-tumor target comparable to programmed cell death 1 ligand 1(PD-L1). However, little is known about Siglec-15. Our study aims to understand its expression signature, prognosis value, immune infiltration pattern, and biological function using multi-omic bioinformatics from public databases and verify them in lung cancer patients. Integrated analysis of The Cancer Genome Atlas and Genotype-Tissue Expression portals showed Siglec-15 was overexpressed across cancers. Genetic and epigenetic alteration analysis was performed using cBioportal and UALCAN, showed Siglec-15 was regulated at the genetic and epigenetic levels. Survival estimated using Kaplan-Meier plotter indicated high Siglec-15 expression correlated with favorable or unfavorable outcomes depending on the different type and subtype of cancer. Components of immune microenvironment were analyzed using CIBERSORT, and the correlation between immune cells and Siglec-15 was found to be distinct across cancer types. Based on Gene Set Enrichment Analysis, Siglec-15 was implicated in pathways involved in immunity, metabolism, cancer, and infectious diseases. Lung cancer patients with positive Siglec-15 expression showed significantly short survival rates in progression-free survival concomitant with reduced infiltration of CD20 + B, and dendritic cells by immunohistochemistry. Quantitative real-time PCR results indicated the overexpression of Siglec-15 was correlated with activation of the chemokine signaling pathway. In conclusion, Siglec-15 could serve as a vital prognostic biomarker and play an immune-regulatory role in tumors. These results provide us with clues to better understand Siglec-15 from the perspective of bioinformatics and highlight the importance of Siglec-15 in many types of cancer.
唾液酸结合免疫球蛋白样凝集素15(Siglec-15)被认为是一种与程序性细胞死亡1配体1(PD-L1)相当的新型抗肿瘤靶点。然而,人们对Siglec-15知之甚少。我们的研究旨在利用来自公共数据库的多组学生物信息学方法了解其表达特征、预后价值、免疫浸润模式和生物学功能,并在肺癌患者中进行验证。对癌症基因组图谱(The Cancer Genome Atlas)和基因型-组织表达(Genotype-Tissue Expression)数据库进行综合分析,结果显示Siglec-15在多种癌症中均有过表达。使用cBioportal和UALCAN进行遗传和表观遗传改变分析,结果表明Siglec-15在遗传和表观遗传水平上受到调控。使用Kaplan-Meier生存分析工具进行生存估计,结果表明根据癌症的不同类型和亚型,Siglec-15高表达与预后良好或不良相关。使用CIBERSORT分析免疫微环境的组成成分,结果发现免疫细胞与Siglec-15之间的相关性在不同癌症类型中存在差异。基于基因集富集分析(Gene Set Enrichment Analysis),Siglec-15与免疫、代谢、癌症和传染病相关的信号通路有关。通过免疫组织化学检测发现,Siglec-15表达阳性的肺癌患者无进展生存期明显缩短,同时CD20+B细胞和树突状细胞浸润减少。定量实时PCR结果表明,Siglec-15的过表达与趋化因子信号通路的激活相关。总之,Siglec-15可作为重要的预后生物标志物,并在肿瘤中发挥免疫调节作用。这些结果为我们从生物信息学角度更好地理解Siglec-15提供了线索,并突出了Siglec-15在多种癌症中的重要性。