RNF43 p.G659fs 通过 PI3K/AKT/mTOR 信号通路和 HLA-E 上调导致 MSI-high 结直肠癌中 NK 细胞功能障碍
RNF43 p.G659fs leads to natural killer cell dysfunction in MSI-high colorectal cancer through PI3K/AKT/mTOR signaling and HLA-E up-regulation.
CELL INTELLIGENCE · 肿瘤细胞治疗研究
肿瘤细胞治疗研究
英文原题:Risk stratification based on DNA damage-repair-related signature reflects the microenvironmental feature, metabolic status and therapeutic response of breast cancer.
Risk stratification based on DNA damage-repair-related signature reflects the microenvironmental feature, metabolic status and therapeutic response of breast cancer.
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DNA损伤修复机制参与维持基因组完整性并影响肿瘤发生。目前仍缺乏能够全面指示乳腺癌(BRCA)患者预后、肿瘤免疫代谢特征及治疗反应性的基于DNA损伤修复相关基因(DRGs)的分子特征。通过整合公共数据集和生物信息学算法,我们开发了一个基于27个DRGs的稳健预后特征。多个患者队列发现,根据该特征分层的高危和低危患者在各类型生存方面存在显著差异。该特征与临床病理因素相关性良好,可作为BRCA患者的独立预后指标。
此外,低危肿瘤的特征是CD8+ T细胞、滤泡辅助性T细胞、M1巨噬细胞、活化NK细胞和静息树突状细胞浸润更多,而M0和M2巨噬细胞较少。低危肿瘤有利的免疫浸润模式还伴随特定的代谢谱、DNA复制减少和抗肿瘤免疫增强。低危患者可能对免疫治疗反应更好,并且在常规化疗或靶向药物治疗中预后更佳。真实世界免疫治疗和化疗队列验证了预测结果。
此外,还预测了四种有望靶向高危肿瘤的小分子化合物。体外实验证实了GNPNAT1和MORF4L2在BRCA组织中的高表达及其与免疫细胞的关联,且敲低这两个DRGs可抑制人BRCA细胞的增殖。
总之,这个DNA损伤修复相关特征在预测患者预后、免疫代谢特征和治疗敏感性方面表现良好,有望为BRCA的精准医学和新靶点发现做出贡献。
DNA damage-repair machinery participates in maintaining genomic integrity and affects tumorigenesis. Molecular signatures based on DNA damage-repair-related genes (DRGs) capable of comprehensively indicating the prognosis, tumor immunometabolic profile and therapeutic responsiveness of breast cancer (BRCA) patients are still lacking.
Integrating public datasets and bioinformatics algorithms, we developed a robust prognostic signature based on 27 DRGs. Multiple patient cohorts identified significant differences in various types of survival between high- and low-risk patients stratified by the signature. The signature correlated well with clinicopathological factors and could serve as an independent prognostic indicator for BRCA patients.
Furthermore, low-risk tumors were characterized by more infiltrated CD8 + T cells, follicular helper T cells, M1 macrophages, activated NK cells and resting dendritic cells, and fewer M0 and M2 macrophages. The favorable immune infiltration patterns of low-risk tumors were also accompanied by specific metabolic profiles, decreased DNA replication, and enhanced antitumor immunity.
Low-risk patients may respond better to immunotherapy, and experience improved outcomes with conventional chemotherapy or targeted medicine. Real-world immunotherapy and chemotherapy cohorts verified the predictive results.
Additionally, four small molecule compounds promising to target high-risk tumors were predicted. In vitro experiments confirmed the high expression of GNPNAT1 and MORF4L2 in BRCA tissues and their association with immune cells, and the knockdown of these two DRGs suppressed the proliferation of human BRCA cells. In summary, this DNA damage-repair-related signature performed well in predicting patient prognosis, immunometabolic profiles and therapeutic sensitivity, hopefully contributing to precision medicine and new target discovery of BRCA.
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