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鸟苷酸结合蛋白特征可预测肝细胞癌的预后良好、免疫热微环境和免疫治疗反应。

Guanylate-binding proteins signature predicts favorable prognosis, immune-hot microenvironment, and immunotherapy response in hepatocellular carcinoma.

机构信息

Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China.

Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China.

出版信息

Cancer Med. 2023 Aug;12(16):17504-17521. doi: 10.1002/cam4.6347. Epub 2023 Aug 7.

Abstract

BACKGROUND

The role of guanylate-binding proteins (GBPs) in various cancers has been elucidated recently. However, our knowledge of the clinical relevance and biological characteristics of GBPs in hepatocellular carcinoma (HCC) remains limited.

METHODS

A total of 955 HCC patients were enrolled from five independent public HCC cohorts. The role of GBP molecules in HCC was preliminarily investigated, and a GBP family signature, termed GBPs-score, was constructed by principal component analysis to combine the GBP molecule values. We revealed the effects of GBP genes and GBPs-score in HCC via well-established bioinformatics methods and validated GBP1-5 experimentally in a tissue microarray (TMA) cohort.

RESULTS

GBPs molecules were closely associated with the prognosis of patients with HCC, and a high GBPs-score highly inferred a favorable survival outcome. We also revealed high GBPs-score was related to anti-tumor immunity, the immune-hot tumor microenvironment (TME), and immunotherapy response. Among the GBPs members, GBP1-5 rather than GBP6/7 may be dominant in these fields. The TMA analysis based on immunohistochemistry showed positive correlations between GBP1-5 and the immune-hot TME with abundant infiltration of CD8 T cells in HCC.

CONCLUSIONS

Our integrative study revealed the genetic and immunologic characterizations of GBPs in HCC and highlighted their potential values as promising biomarkers for prognosis and immunotherapy.

摘要

背景

最近已经阐明了鸟苷酸结合蛋白(GBP)在各种癌症中的作用。然而,我们对其在肝细胞癌(HCC)中的临床相关性和生物学特征的了解仍然有限。

方法

从五个独立的 HCC 公共队列中招募了 955 名 HCC 患者。初步研究了 GBP 分子在 HCC 中的作用,并通过主成分分析构建了一个 GBP 家族特征,称为 GBPs-score,以组合 GBP 分子值。我们通过成熟的生物信息学方法揭示了 GBP 基因和 GBPs-score 在 HCC 中的作用,并在组织微阵列(TMA)队列中对 GBP1-5 进行了实验验证。

结果

GBPs 分子与 HCC 患者的预后密切相关,高 GBPs-score 高度提示预后良好。我们还发现高 GBPs-score 与抗肿瘤免疫、免疫热肿瘤微环境(TME)和免疫治疗反应有关。在 GBP 成员中,GBP1-5 而不是 GBP6/7 可能在这些领域占主导地位。基于免疫组化的 TMA 分析表明,GBP1-5 与富含 CD8 T 细胞浸润的 HCC 免疫热 TME 之间存在正相关。

结论

我们的综合研究揭示了 HCC 中 GBP 的遗传和免疫学特征,并强调了它们作为预后和免疫治疗有前途的生物标志物的潜在价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/43fe/10501289/1ff129b32ece/CAM4-12-17504-g002.jpg

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