Joint Centre of Translational Medicine, Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, Zhejiang, People's Republic of China.
Institute of Theoretical Physics, Chinese Academy of Sciences, Beijing, People's Republic of China.
J Cell Mol Med. 2024 Sep;28(18):e70009. doi: 10.1111/jcmm.70009.
Cellular crosstalk mediated by ligand-receptor interactions largely complicates the tumour ecosystem, resulting in heterogeneous tumour microenvironments that affect immune response and clinical benefits from immunotherapy. Epigenetic mechanisms are pivotal to expression changes of immune-related genes and can modulate the anti-tumour immune response. However, the functional consequences of disrupted epigenetic regulators (ERs) on ligand-receptor interactions in the tumour microenvironment remain largely unexplored. Here, we proposed mutations of ERs in perturbed interactions (MERIN), a molecular network-based approach that incorporates multi-omics data, to infer the potential consequences of ER mutations on ligand-receptor interaction perturbations. Leveraging cancer genomic profiles and molecular interaction data, we comprehensively decoded the functional consequences of ER mutations on dysregulated ligand-receptor interactions across 33 cancers. The dysregulated ligand-receptor genes were indeed enriched in cancer and immune-related function. We demonstrated the potential significance of PD1-PDL1 interaction-related ER mutations in stratifying cancer patients from multiple independent data cohorts. The ER mutation group showed distinct immunological characterizations and prognoses. Furthermore, we highlighted that the ER mutations could potentially predict clinical outcomes of immunotherapy. Our computational and clinical assessment underscore the utility of MERIN for elucidating the functional relevance of ER mutations in cancer immune response, potentially aiding patients' stratification for immunotherapy.
细胞间通讯通过配体-受体相互作用介导,极大地复杂化了肿瘤生态系统,导致肿瘤微环境的异质性,从而影响免疫反应和免疫治疗的临床获益。表观遗传机制对免疫相关基因的表达变化至关重要,并可以调节抗肿瘤免疫反应。然而,表观遗传调控因子(ERs)在肿瘤微环境中配体-受体相互作用中断的功能后果在很大程度上仍未得到探索。在这里,我们提出了扰动相互作用中的 ER 突变(MERIN),这是一种基于分子网络的方法,整合了多组学数据,以推断 ER 突变对配体-受体相互作用扰动的潜在后果。利用癌症基因组图谱和分子相互作用数据,我们全面解码了 ER 突变对 33 种癌症中失调的配体-受体相互作用的功能后果。失调的配体-受体基因确实富集在癌症和免疫相关功能中。我们证明了 PD1-PDL1 相互作用相关 ER 突变在多个独立数据队列中分层癌症患者的潜在意义。ER 突变组表现出明显的免疫学特征和预后。此外,我们强调 ER 突变可能潜在预测免疫治疗的临床结果。我们的计算和临床评估强调了 MERIN 在阐明 ER 突变在癌症免疫反应中的功能相关性方面的实用性,这可能有助于为免疫治疗患者分层。