Shen Lujun, Chen Qifeng, Yang Changsheng, Wu Ying, Yuan Hui, Chen Shuanggang, Ou Shunling, Jiang Yiquan, Huang Tao, Ke Liangru, Mo Jinqing, Feng Ziqing, Zhou Penghui, Fan Weijun
Department of Minimally Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, Guangzhou, China.
State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University, Guangzhou, China.
Front Pharmacol. 2020 Dec 15;11:593195. doi: 10.3389/fphar.2020.593195. eCollection 2020.
PR domain zinc finger protein 1 (PRDM1) is a regulator of both B cell and T cell differentiation and plays a critical role in immunosuppression. Its role in tumor immunity and correlation with drug response remain unknown. This work comprehensively analyzed the transcriptional expression pattern of the PRDM1 among 33 types of malignancies from The Cancer Genome Atlas and the Genotype-Tissue Expression projects. Besides, correlation of the PRDM1 with cancer prognosis, immune infiltrates, checkpoint markers, cancer stemness and drug response were explored. High expression level of PRDM1 were observed in ACC, COAD, LAML, LGG, LUAD, OV, PAAD, STAD, TGCT. Cox regression model showed high expression of PRDM1 in tumor samples correlates with poor prognosis in LGG, PAAD, UVM while favorable prognosis in KIRC, SKCM and THCA. PRDM1 expression positively correlates with the expression of LAG3, CTLA4, PDCD1 (PD-1), CD274 (PD-L1), PDCD1LG2 (PD-L2), TIGIT in the majority of 33 cancer types. PRDM1 positively correlated with TNFRSF14 in LGG and UVM among cancers with unfavorable prognosis; this correlation were weak or even negative in cancers with favorable prognosis. The top negatively enriched KEGG terms in high PRDM1 subgroup were B cell receptor signaling, T cell receptor signaling, and the top negatively enriched HALLMARK terms included IL-2-STAT5 signaling and allograft rejection. The expression of PRDM1 was found positively correlated with cancer stemness in CHOL, KIRP, TGCT, THYM and UVM. A series of targeted drugs and small-molecule drugs with promising efficacy predicted by PRDM1 level were identified. The clinical significance and biological impact of high transcriptional expression of PRDM1 differs across different cancers. Inhibiting the PRDM1-dependent signaling could be a novel and promising strategy of immunotherapy in cancers including LGG, PAAD and UVM.
PR 结构域锌指蛋白 1(PRDM1)是 B 细胞和 T 细胞分化的调节因子,在免疫抑制中起关键作用。其在肿瘤免疫中的作用以及与药物反应的相关性尚不清楚。这项工作全面分析了来自癌症基因组图谱和基因型-组织表达项目的 33 种恶性肿瘤中 PRDM1 的转录表达模式。此外,还探讨了 PRDM1 与癌症预后、免疫浸润、检查点标志物、癌症干性和药物反应的相关性。在肾上腺皮质癌(ACC)、结肠癌(COAD)、急性髓系白血病(LAML)、低级别胶质瘤(LGG)、肺腺癌(LUAD)、卵巢癌(OV)、胰腺癌(PAAD)、胃癌(STAD)、睾丸生殖细胞肿瘤(TGCT)中观察到 PRDM1 的高表达水平。Cox 回归模型显示,肿瘤样本中 PRDM1 的高表达与低级别胶质瘤、胰腺癌、葡萄膜黑色素瘤(UVM)的预后不良相关,而与肾透明细胞癌(KIRC)、皮肤黑色素瘤(SKCM)和甲状腺癌(THCA)的预后良好相关。在 33 种癌症类型中的大多数中,PRDM1 表达与淋巴细胞活化基因 3(LAG3)、细胞毒性 T 淋巴细胞相关蛋白 4(CTLA4)、程序性死亡蛋白 1(PD-1)、程序性死亡配体 1(PD-L1)、程序性死亡配体 2(PD-L2)、T 细胞免疫球蛋白和 ITIM 结构域(TIGIT)的表达呈正相关。在预后不良的癌症中,LGG 和 UVM 中 PRDM1 与肿瘤坏死因子受体超家族成员 14(TNFRSF14)呈正相关;在预后良好的癌症中,这种相关性较弱甚至为负相关。PRDM1 高表达亚组中负向富集程度最高的京都基因与基因组百科全书(KEGG)术语是 B 细胞受体信号传导、T 细胞受体信号传导,负向富集程度最高的标志性术语包括白细胞介素-2-信号转导子和转录激活子 5(IL-2-STAT5)信号传导和同种异体移植排斥。发现 PRDM1 的表达与胆管癌(CHOL)、肾乳头状细胞癌(KIRP)、睾丸生殖细胞肿瘤、胸腺瘤(THYM)和葡萄膜黑色素瘤中的癌症干性呈正相关。鉴定出一系列根据 PRDM1 水平预测具有良好疗效的靶向药物和小分子药物。PRDM1 高转录表达的临床意义和生物学影响在不同癌症中有所不同。抑制 PRDM1 依赖性信号传导可能是包括低级别胶质瘤、胰腺癌和葡萄膜黑色素瘤在内的癌症免疫治疗的一种新的有前景的策略。