School of Biomedical Engineering, Wenzhou Medical University, 325027, Wenzhou, P. R. China.
Centre for Addiction and Mental Health, Toronto, ON, Canada.
Br J Cancer. 2022 Jun;126(11):1570-1580. doi: 10.1038/s41416-021-01692-4. Epub 2022 Jan 11.
Immunotherapy has revolutionised the field of cancer therapy and immunology, but has demonstrated limited therapeutic efficacy in high-grade serous ovarian cancer (HGSOC).
Multi-omics data of 495 TCGA HGSOC tumours and RNA-seq data of 1708 HGSOC tumours were analyzed. Multivariate Cox regression analysis and meta-analyses were used to identify prognostic genes. The immune microenvironment was characterised using the ssGSEA methods for 28 immune cell types. Immunohistochemistry staining of tumour tissues of 14 patients was used to validate the key findings further.
A total of 1142 genes were identified as favourable prognostic genes, which are prevailing in immune-related pathways and the infiltration of most immune subpopulations was observed to be associated with a favourable prognosis suggesting that tumour immunogenicity was the most prominent factor associated with improved clinical outcomes and response to chemotherapy of HGSOC. We identified multiple genomic and transcriptomic determinants of immunogenicity, including the copy loss of chromosome 4q and deficiencies of the homologous recombination pathway. Finally, an immunological subtype characterised by increased infiltration of activated CD8 T cells and decreased Tregs was associated with favourable prognosis and improved therapeutic efficacy.
Our study characterised the immunogenomic landscape and refined the immunological classifications of HGSOC. This may improve the selection of patients with HGSOC who are suitable candidates for immunotherapy.
免疫疗法彻底改变了癌症治疗和免疫学领域,但在高级别浆液性卵巢癌(HGSOC)中的治疗效果有限。
分析了 495 例 TCGA HGSOC 肿瘤的多组学数据和 1708 例 HGSOC 肿瘤的 RNA-seq 数据。采用多变量 Cox 回归分析和荟萃分析来识别预后相关基因。使用 ssGSEA 方法对 28 种免疫细胞类型进行免疫微环境特征分析。通过对 14 名患者的肿瘤组织进行免疫组织化学染色,进一步验证了关键发现。
共鉴定出 1142 个有利的预后基因,这些基因在免疫相关通路中占主导地位,大多数免疫亚群的浸润与有利的预后相关,表明肿瘤免疫原性是与 HGSOC 临床结局改善和化疗反应相关的最显著因素。我们确定了多个与免疫原性相关的基因组和转录组决定因素,包括染色体 4q 的缺失和同源重组途径的缺陷。最后,一个以激活的 CD8 T 细胞浸润增加和 Treg 减少为特征的免疫亚型与有利的预后和改善的治疗效果相关。
我们的研究描述了 HGSOC 的免疫基因组景观,并对其免疫分类进行了细化。这可能有助于选择适合免疫治疗的 HGSOC 患者。