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:Utilization of hypoxia-derived gene signatures to predict clinical outcomes and immune checkpoint blockade therapy responses in prostate cancer.
Utilization of hypoxia-derived gene signatures to predict clinical outcomes and immune checkpoint blockade therapy responses in prostate cancer.
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越来越多的证据表明缺氧与前列腺癌之间的相互作用具有临床意义。然而,基于缺氧的可靠预后特征尚未建立。
我们通过加权基因共表达网络分析(WGCNA)筛选缺氧相关基因模块,并通过单因素 Cox 和 LASSO-Cox 分析建立了缺氧相关预后风险评分(HPRS)模型。此外,对 HPRS 亚组中的富集通路、基因组突变和肿瘤浸润免疫细胞进行了分析和比较。还评估了 HPRS 预测免疫检查点阻断(ICB)治疗反应的能力。
建立了一个缺氧相关的 22 基因预后模型。此外,三个独立验证队列在预测生化复发无生存(BCR-free 生存)方面显示出中等性能。HPRS 可能是选择可从 ICB 治疗中获益的患者的有用工具。我们研究中的 CIBERSORT 结果表明,缺氧可能以多种方式作用于多种 T 细胞、活化 NK 细胞和 M1 巨噬细胞,提示缺氧可能通过抑制 T 细胞和 NK 细胞发挥其抗肿瘤作用。
缺氧在前列腺癌进展中发挥重要作用。缺氧衍生的特征是有前景的生物标志物,可用于预测前列腺癌患者的生化复发无生存和 ICB 治疗反应。
Background: Increasing evidences show a clinical significance in the interaction between hypoxia and prostate cancer.
However, reliable prognostic signatures based on hypoxia have not been established yet. Methods: We screened hypoxia-related gene modules by weighted gene co-expression network analysis (WGCNA) and established a hypoxia-related prognostic risk score (HPRS) model by univariate Cox and LASSO-Cox analyses.
In addition, enriched pathways, genomic mutations, and tumor-infiltrating immune cells in HPRS subgroups were analyzed and compared. HPRS was also estimated to predict immune checkpoint blockade (ICB) therapy response. Results: A hypoxia-related 22-gene prognostic model was established.
Furthermore, three independent validation cohorts showed moderate performance in predicting biochemical recurrence-free (BCR-free) survival. HPRS could be a useful tool in selecting patients who can benefit from ICB therapy. The CIBERSORT results in our study demonstrated that hypoxia might act on multiple T cells, activated NK cells, and macrophages M1 in various ways, suggesting that hypoxia might exert its anti-tumor effects by suppressing T cells and NK cells.
Conclusion: Hypoxia plays an important role in the progression of prostate cancer. The hypoxia-derived signatures are promising biomarkers to predict biochemical recurrence-free survival and ICB therapy responses in patients with prostate cancer.
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