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一种用于改善膀胱癌预后预测和免疫治疗反应预测的新型自然杀伤细胞相关基因特征

A Novel Natural Killer Cell-related Gene Signature for Improving the Prediction of Prognosis and Immunotherapy Response in Bladder Cancer.

作者信息

Ma Xudong, Wei Xifeng, Yang Guanghua, Li Shuai, Liu Ranlu

机构信息

Department of Urology, Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China.

Department of Urology, Baotou Central Hospital, Inner Mongolia Medical University, Baotou, China.

出版信息

Comb Chem High Throughput Screen. 2024;27(8):1205-1221. doi: 10.2174/1386207326666230831164358.

Abstract

BACKGROUND

Bladder cancer (BLCA) is a commonly diagnosed cancer worldwide that exhibits high rates of recurrence and metastasis. Immunotherapy is increasingly being recognised in the clinical management of bladder cancer. In addition, the prospect of developing Natural Killer (NK) cell-related immunotherapy is promising in BLCA.

METHODS

We established and verified a prognostic signature based on NK cell-related gene expression. We then calculated the NKscore of BLCA samples and correlated it with the clinical outcomes, molecular subtypes of BLCA, tumour microenvironment (TME), and predicted efficacy of immune checkpoint inhibitors (ICI) and chemotherapy drugs to thoroughly explore the implications of the NKscore. Finally, the role of the NK signature gene HECTD1 in BLCA was verified by Quantitative Real-time PCR, Cell Counting Kit-8 Assay (CCK-8), Transwell Assay and Colony Formation Experiment.

RESULTS

We analysed NK cell-associated genes and identified six genes with significant prognostic relevance. A high NK score significantly represents a worse prognosis. NKscore was significantly correlated with seven types of classical molecular subtype classifications of BLCA. In addition, NKscore positively correlates with NK-related immune checkpoints, suggesting that emerging NK cell immune checkpoint inhibitors, such as monalizumab, may have potential therapeutic promise for patients with high NKscore. The results of the T cell inflamed score (TIS) and tumour immune dysfunction exclusion (TIDE) score confirmed the suitability of immunotherapy for patients with a high NK score. Likewise, patients with a high NK score may be more suitable for several significant chemotherapeutic drugs. Functional experiments showed that the knockdown of HECTD1 significantly attenuated the proliferation, migration, and invasion ability of tumour cells.

CONCLUSION

To sum up, the capability of our signature to predict prognosis and immunotherapy response was robust. Hopefully, these results will provide new insights for BLCA research and patient immunotherapy.

摘要

背景

膀胱癌(BLCA)是全球常见的诊断癌症,具有高复发率和转移率。免疫疗法在膀胱癌的临床管理中越来越受到认可。此外,开发自然杀伤(NK)细胞相关免疫疗法在膀胱癌中前景广阔。

方法

我们基于NK细胞相关基因表达建立并验证了一个预后特征。然后我们计算了BLCA样本的NKscore,并将其与临床结果、BLCA的分子亚型、肿瘤微环境(TME)以及免疫检查点抑制剂(ICI)和化疗药物的预测疗效相关联,以全面探索NKscore的意义。最后,通过定量实时PCR、细胞计数试剂盒-8检测(CCK-8)、Transwell检测和集落形成实验验证了NK特征基因HECTD1在BLCA中的作用。

结果

我们分析了NK细胞相关基因,鉴定出六个具有显著预后相关性的基因。高NK评分显著代表预后较差。NKscore与BLCA的七种经典分子亚型分类显著相关。此外,NKscore与NK相关免疫检查点呈正相关,这表明新兴的NK细胞免疫检查点抑制剂,如莫那利珠单抗,可能对高NKscore的患者具有潜在的治疗前景。T细胞炎症评分(TIS)和肿瘤免疫功能障碍排除(TIDE)评分的结果证实了免疫疗法对高NK评分患者的适用性。同样,高NK评分的患者可能更适合几种重要的化疗药物。功能实验表明,敲低HECTD1可显著减弱肿瘤细胞的增殖、迁移和侵袭能力。

结论

综上所述,我们的特征预测预后和免疫治疗反应的能力很强。希望这些结果将为BLCA研究和患者免疫治疗提供新的见解。

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