Department of Surgical Oncology, Xinyang Central Hospital, Xinyang 464000, Henan Province, PR China.
Department of Radiation Oncology, Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou 510095, Guangdong Province, PR China.
Pathol Res Pract. 2023 Mar;243:154374. doi: 10.1016/j.prp.2023.154374. Epub 2023 Feb 12.
GPRASP1 (G-protein-coupled receptor-associated sorting protein 1) plays an important role in tumorigenesis. However, GPRASP1 specific role has not been clearly clarified in cancer, particularly in pancreatic cancer(PC).
Firstly, we utilized pan-cancer analysis based on RNA sequencing data from TCGA (The Cancer Genome Atlas) to evaluate the expression pattern and immunological role of GPRASP1. Then, through multiple transcriptome datasets (TCGA and Gene Expression Omnibus (GEO)) and multi-omics (RNA-seq, DNA methylation, copy number variations (CNV), somatic mutation data) in-depth analysis, we comprehensively explore the relationship of GPRASP1 expression with clinicopathologic characteristics, clinical outcomes, CNV, and DNA methylation in pancreatic cancer. Additionally, we employed immunohistochemistry (IHC) to further confirm GPRASP1 expression pattern between PC tissues and paracancerous tissues. Lastly, we systematically associated the GPRASP1 with immunological properties from numerous perspectives, such as immune cell infiltration, immune-related pathways, immune checkpoint inhibitors, immunomodulators, immunogenicity, and immunotherapy.
Through pan-cancer analysis, we identified that GPRASP1 plays a critical role in the occurrence and prognosis of PC, and is closely related to immunological characteristics in PC. IHC analysis confirmed that GPRASP1 is significantly down-regulated in PC compared with normal tissues. The expression of GPRASP1 is significantly negatively correlated with clinical features (histologic grade, T stage, and TNM stage), and is an independent predictor of favorable prognosis, regardless of other clinicopathological features (HR: 0.69, 95% CI 0.54-0.92, p= 0.011). The etiological investigation found that the abnormal expression of GPRASP1 was related to DNA methylation and CNV frequency. Subsequently, the high expression of GPRASP1 was significantly correlated with immune cell infiltration (CD8 + T cell, tumor-infiltrating lymphocyte(TIL)), immune-related pathways(cytolytic activity, check-point, human leukocyte antigen (HLA)), immune checkpoint inhibitors (CTLA4, HAVCR2, LAG3, PDCD1 and TIGIT), immunomodulators ( CCR4/5/6, CXCL9, CXCR4/5), and immunogenicity(immune score, neoantigen, TMB(tumor mutation burden)). Finally, IPS (immunophenoscore) and TIDE (tumor immune dysfunction and exclusion) analysis demonstrated that GPRASP1 expression levels can accurately predict the immunotherapeutic response.
GPRASP1 is a promising candidate biomarker that plays a role in the occurrence, development, and prognosis of PC. Evaluating GPRASP1 expression will aid in the characterization of tumor microenvironment (TME) infiltration and orient more efficient immunotherapy strategies.
GPRASP1(G 蛋白偶联受体相关分拣蛋白 1)在肿瘤发生中发挥重要作用。然而,GPRASP1 在癌症中的特定作用尚不清楚,尤其是在胰腺癌(PC)中。
首先,我们利用基于 TCGA(癌症基因组图谱)RNA 测序数据的泛癌分析来评估 GPRASP1 的表达模式和免疫学作用。然后,通过多个转录组数据集(TCGA 和基因表达综合数据库(GEO))和多组学(RNA-seq、DNA 甲基化、拷贝数变异(CNV)、体细胞突变数据)进行深入分析,我们全面探讨了 GPRASP1 表达与胰腺癌细胞临床病理特征、临床结局、CNV 和 DNA 甲基化的关系。此外,我们采用免疫组织化学(IHC)进一步证实了 PC 组织与癌旁组织之间 GPRASP1 的表达模式。最后,我们从多个角度系统地将 GPRASP1 与免疫特性相关联,如免疫细胞浸润、免疫相关途径、免疫检查点抑制剂、免疫调节剂、免疫原性和免疫治疗。
通过泛癌分析,我们确定 GPRASP1 在 PC 的发生和预后中起着关键作用,并且与 PC 中的免疫学特征密切相关。IHC 分析证实 GPRASP1 在 PC 中与正常组织相比显著下调。GPRASP1 的表达与临床特征(组织学分级、T 分期和 TNM 分期)显著负相关,并且是预后良好的独立预测因素,无论其他临床病理特征如何(HR:0.69,95%CI 0.54-0.92,p=0.011)。病因学研究发现,GPRASP1 的异常表达与 DNA 甲基化和 CNV 频率有关。随后,GPRASP1 的高表达与免疫细胞浸润(CD8+T 细胞、肿瘤浸润淋巴细胞(TIL))、免疫相关途径(细胞溶解活性、检查点、人类白细胞抗原(HLA))、免疫检查点抑制剂(CTLA4、HAVCR2、LAG3、PDCD1 和 TIGIT)、免疫调节剂(CCR4/5/6、CXCL9、CXCR4/5)和免疫原性(免疫评分、新抗原、TMB(肿瘤突变负荷))显著相关。最后,IPS(免疫表型评分)和 TIDE(肿瘤免疫功能障碍和排除)分析表明,GPRASP1 表达水平可以准确预测免疫治疗反应。
GPRASP1 是一个有前途的候选生物标志物,在 PC 的发生、发展和预后中发挥作用。评估 GPRASP1 的表达将有助于肿瘤微环境(TME)浸润的特征描述,并为更有效的免疫治疗策略指明方向。