Yang Sen, Zhang Yalu, Hua Yuze, Cui Ming, Wang Mengyi, Gao Junyi, Liu Qiaofei, Liao Quan
Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China.
Department of General Surgery, Anhui Provincial Hospital, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, China.
Front Oncol. 2022 Aug 26;12:968610. doi: 10.3389/fonc.2022.968610. eCollection 2022.
Pancreatic ductal adenocarcinoma (PDAC) is a highly malignant neoplasm with rising incidence worldwide. Gremlin 1 (GREM1), a regulator of bone morphogenetic protein (BMP) signaling, fine-tunes extensive biological processes, including organ morphology, cellular metabolism, and multiple pathological developments. The roles of GREM1 in PDAC remain unknown.
Varieties of public databases and online software were employed to analyze the expressions at transcription and protein levels of GREM1 in multiple malignant neoplasms including PDAC, and in addition, its potential pro-tumoral functions in PDAC were further evaluated. A total of 340 serum samples of pancreatic disease, including PDAC, low-grade malignant pancreatic neoplasm, benign pancreatic neoplasm, pancreatitis, and 132 healthy controls, were collected to detect GREM1. The roles of serum GREM1 in the diagnosis and prediction of survival of PDAC after radical resection were also analyzed.
Bioinformatics analyses revealed that GREM1 was overexpressed in PDAC and predicted a poorer survival in PDAC. A higher protein level of GREM1 in PDAC correlated with stroma formation and immunosuppression by recruiting varieties of immunosuppressive cells, including T regulatory cells (Tregs), M2 macrophages, myeloid-derived suppressor cells (MDSCs), and exhaustion T cells into the tumor microenvironment. A higher level of serum GREM1 was observed in PDAC patients, compared to healthy control ( < 0.001). Serum GREM1 had a good diagnostic value (area under the curve (AUC) = 0.718, < 0.001), and its combination with carbohydrate antigen 199 (CA199) achieved a better diagnostic efficacy (AUC = 0.914, < 0.001), compared to CA199 alone. The cutoff value was calculated by receiver operating characteristic (ROC) analysis, and PDAC patients were divided into two groups of low and high GREM1. Logistic analyses showed serum GREM1 positively correlated with tumor size (hazard ratio (HR) = 7.097, = 0.032) and histopathological grades (HR = 2.898, = 0.014). High-level serum GREM1 (1,117.8 pg/ml) showed a shorter postoperative survival ( = 0.0394).
Higher intra-tumoral expression of GREM1 in PDAC contributes to tumor stroma and immunosuppressive tumor microenvironment, presenting its therapeutic potential. High-level serum GREM1 predicts poorer survival after resection. A combination of serum CA199 and GREM1 shows a stronger diagnostic efficacy in PDAC.
胰腺导管腺癌(PDAC)是一种高度恶性的肿瘤,在全球范围内发病率呈上升趋势。Gremlin 1(GREM1)是骨形态发生蛋白(BMP)信号通路的调节因子,可微调广泛的生物学过程,包括器官形态、细胞代谢和多种病理发展过程。GREM1在PDAC中的作用尚不清楚。
利用多种公共数据库和在线软件分析GREM1在包括PDAC在内的多种恶性肿瘤中的转录和蛋白质水平表达,此外,进一步评估其在PDAC中的潜在促肿瘤功能。共收集340份胰腺疾病血清样本,包括PDAC、低度恶性胰腺肿瘤、良性胰腺肿瘤、胰腺炎以及132名健康对照,以检测GREM1。还分析了血清GREM1在PDAC根治性切除术后的诊断及生存预测中的作用。
生物信息学分析显示,GREM1在PDAC中高表达,并预示着PDAC患者预后较差。PDAC中较高水平的GREM1蛋白与基质形成和免疫抑制相关,通过招募多种免疫抑制细胞,包括调节性T细胞(Tregs)、M2巨噬细胞、髓源性抑制细胞(MDSCs)和耗竭性T细胞进入肿瘤微环境。与健康对照相比,PDAC患者血清GREM1水平更高(<0.001)。血清GREM1具有良好的诊断价值(曲线下面积(AUC)=0.718,<0.001),与糖类抗原199(CA199)联合使用时,与单独使用CA199相比,具有更好的诊断效能(AUC=0.914,< 0.001)。通过受试者工作特征(ROC)分析计算临界值,并将PDAC患者分为GREM1低水平和高水平两组。逻辑分析显示血清GREM1与肿瘤大小呈正相关(风险比(HR)=7.097,=0.032)和组织病理学分级呈正相关(HR=2.898,=0.014)。血清GREM1高水平(1117.8 pg/ml)显示术后生存期较短(=0.0394)。
PDAC中肿瘤内较高水平的GREM1表达有助于肿瘤基质和免疫抑制性肿瘤微环境的形成,显示出其治疗潜力。血清GREM1高水平预示着切除术后预后较差。血清CA199和GREM1联合使用在PDAC中显示出更强的诊断效能。