Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China.
Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China.
Cancer Med. 2023 Aug;12(16):17504-17521. doi: 10.1002/cam4.6347. Epub 2023 Aug 7.
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.
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.
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.
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.
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。
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。
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。
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。