School of Medicine, University of Central Lancashire, Preston PR1 2HE, UK.
Int J Mol Sci. 2021 May 22;22(11):5478. doi: 10.3390/ijms22115478.
Immune checkpoint blockade targeting PD-1 (PDCD1)/PD-L1 (CD274) is increasingly used for multiple cancers. However, efficacy and adverse-related events vary significantly. This bioinformatic study interrogated molecular differences pertaining to PDCD1/CD274 and their correlated genes on a pan-cancer basis to identify differences between cancer types. Patient RNA-seq data from fifteen cancer types were accessed on cBioPortal to determine the role of PDCD1/CD274 in patient survival and to identify positively and negatively correlated genes, which were also assessed for clinical relevance. Genes correlating with PDCD1/CD274 across multiple cancers were taken forward for drug repurposing via DRUGSURV and microRNA analysis using miRDB and miRabel. MicroRNAs were also screened for clinical relevance using OncomiR. Forty genes were consistently correlated with PDCD1/CD274 across multiple cancers, with the cancers themselves exhibiting a differential role for the correlated genes in terms of patient survival. Esophageal and renal cancers in particular stood out in this regard as having a unique survival profile. Forty-nine putative microRNAs were identified as being linked to the PDCD1/CD274 network, which were taken forward and further assessed for clinical relevance using OncomiR and previously published literature. One hundred and thirty significant survival associations for 46 microRNAs across fourteen groups of cancers were identified. Finally, a total of 23 putative repurposed drugs targeting multiple components of the PDCD1/CD274 network were identified, which may represent immunotherapeutic adjuvants. Taken together, these results shed light on the varying PDCD1/CD274 networks between individual cancers and signpost a need for more cancer-specific investigations and treatments.
免疫检查点阻断靶向 PD-1(PDCD1)/PD-L1(CD274)越来越多地用于多种癌症。然而,疗效和不良反应事件差异显著。本生物信息学研究基于泛癌种,探究了 PDCD1/CD274 及其相关基因的分子差异,以确定不同癌症类型之间的差异。从 cBioPortal 获取了十五种癌症类型的患者 RNA-seq 数据,以确定 PDCD1/CD274 在患者生存中的作用,并确定正相关和负相关基因,同时评估其临床相关性。与多个癌症中的 PDCD1/CD274 相关的基因被用于通过 DRUGSURV 进行药物再利用,并使用 miRDB 和 miRabel 进行 microRNA 分析。还使用 OncomiR 筛选 microRNA 的临床相关性。四十个基因在多个癌症中与 PDCD1/CD274 一致相关,癌症本身在相关基因对患者生存的影响方面表现出差异。在这方面,食管癌和肾癌尤为突出,它们具有独特的生存特征。确定了 49 个与 PDCD1/CD274 网络相关的假定 microRNA,将其进一步用于 OncomiR 和先前发表的文献的临床相关性评估。在 14 组癌症中,发现了 46 个 microRNA 与 130 个显著的生存相关。最后,总共确定了 23 种针对 PDCD1/CD274 网络多个成分的潜在再利用药物,这些药物可能代表免疫治疗佐剂。总之,这些结果揭示了不同癌症中 PDCD1/CD274 网络的差异,并指出需要进行更多的癌症特异性研究和治疗。