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利用缺氧衍生基因特征预测前列腺癌的临床结果和免疫检查点阻断治疗反应

英文原题:Utilization of hypoxia-derived gene signatures to predict clinical outcomes and immune checkpoint blockade therapy responses in prostate cancer.

查看英文原题

Utilization of hypoxia-derived gene signatures to predict clinical outcomes and immune checkpoint blockade therapy responses in prostate cancer.

PubMed 2022/08/12(内容时间) Front Genet Q2 · IF 3(JCR 2025)

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中文摘要

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。

展开英文摘要原文

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.

论文信息

作者
Chen M、Chen Z、Lin Z、Ding X、Liang T
单位
Emergency & Intensive Care Unit Center, Department of Intensive Care Unit, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, China.China
期刊
Frontiers in genetics2022
原文标识
PubMed 36035150 · DOI 10.3389/fgene.2022.922074