Department of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, China.
Department of Pathology and Laboratory of Pathology, State Key Laboratory of Biotherapy, West China Hospital, West China School of Medicine, Sichuan University, Chengdu, China.
Cancer Med. 2022 Dec;11(23):4656-4672. doi: 10.1002/cam4.4846. Epub 2022 May 20.
The mRNA vaccine has provided a promising approach for cancer immunotherapies. However, only a few mRNA vaccines have been developed against colon adenocarcinoma (COAD). Screening potential targets for mRNA vaccines from numerous candidates is a substantial challenge. Considering the tumor heterogeneity, only a subset of patients might respond to vaccinations. This study was conducted to identify potential candidates for mRNA vaccines, and distinguish appropriate subgroups of COAD patients for vaccination. A total of five tumor antigens with prognostic values were identified, including IGF2BP3, DPCR1, HOXD10, TRIM7, and ZIC5. The COAD patients were stratified into five immune subtypes (IS1-IS5), according to consensus clustering analysis. Higher tumor mutation burden (TMB) was observed in IS1 and IS5 subtypes. The IS1 and IS5 subtypes have shown the baseline of immune-hot tumor microenvironment, while other subtypes displayed immune desert phenotype. Distinct expressions of immune checkpoints (ICPs)-related genes and immunogenic cell death (ICD) modulators were observed among five immune subtypes. Finally, the immune landscape was conducted to narrow the immune components for better personalized mRNA-based vaccination. The IFIT3, PARP9, TAP1, STAT1, and OAS2 were confirmed as hub genes, and COAD patients with higher expressions of these genes might be more appropriate for mRNA vaccination. In conclusion, the IGF2BP3, DPCR1, HOXD10, TRIM7, and ZIC5 were identified as potential candidates for developing mRNA vaccines against COAD, and patients in IS1 and IS5 subtypes might respond better to mRNA vaccination.
mRNA 疫苗为癌症免疫疗法提供了一种有前景的方法。然而,针对结肠腺癌 (COAD) 的 mRNA 疫苗却寥寥无几。从众多候选者中筛选出 mRNA 疫苗的潜在靶点是一项艰巨的挑战。考虑到肿瘤异质性,只有一部分患者可能对疫苗接种有反应。本研究旨在确定 mRNA 疫苗的潜在候选者,并区分适合 COAD 患者接种疫苗的适当亚组。共鉴定出 5 种具有预后价值的肿瘤抗原,包括 IGF2BP3、DPCR1、HOXD10、TRIM7 和 ZIC5。根据共识聚类分析,COAD 患者被分为 5 个免疫亚型(IS1-IS5)。在 IS1 和 IS5 亚型中观察到更高的肿瘤突变负担(TMB)。IS1 和 IS5 亚型具有免疫热肿瘤微环境的基线,而其他亚型则表现出免疫荒漠表型。在五个免疫亚型中观察到免疫检查点(ICPs)相关基因和免疫原性细胞死亡(ICD)调节剂的不同表达。最后,进行免疫景观分析以缩小免疫成分,以实现更好的个性化基于 mRNA 的疫苗接种。IFIT3、PARP9、TAP1、STAT1 和 OAS2 被确认为枢纽基因,这些基因表达较高的 COAD 患者可能更适合 mRNA 疫苗接种。总之,IGF2BP3、DPCR1、HOXD10、TRIM7 和 ZIC5 被鉴定为开发针对 COAD 的 mRNA 疫苗的潜在候选者,IS1 和 IS5 亚型的患者可能对 mRNA 疫苗接种有更好的反应。