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一种新的 T 细胞增殖相关调节因子标志物可术前预测膀胱癌的预后。

A novel T-cell proliferation-associated regulator signature pre-operatively predicted the prognostic of bladder cancer.

机构信息

Department of Urology, Zhuzhou Central Hospital, Zhuzhou, China.

Division of Urology, Department of Surgery, The University of Hongkong-Shenzhen Hosipital, Shenzhen, China.

出版信息

Front Immunol. 2022 Sep 23;13:970949. doi: 10.3389/fimmu.2022.970949. eCollection 2022.

Abstract

BACKGROUND

Bladder cancer (BCa) is a remarkably malignant and heterogeneous neoplastic disease, and its prognosis prediction is still challenging. Even with the mounting researches on the mechanisms of tumor immunotherapy, the prognostic value of T-cell proliferation regulators in bladder cancer remains elusive.

METHODS

Herein, we collected mRNA expression profiles and relevant clinical information of bladder cancer sufferers from a publicly available data base. Then, the LASSO Cox regression model was utilized to establish a multi-gene signature for the TCGA cohort to predict the prognosis and staging of bladder cancer. Eventually, the predictive power of the model was validated by randomized grouping.

RESULTS

The outcomes revealed that most genes related to T-cell proliferation in the TCGA cohort exhibited different expressions between BCa cells and neighboring healthy tissues. Univariable Cox regressive analyses showed that four DEGs were related to OS in bladder cancer patients (p<0.05). We constructed a histogram containing four clinical characteristics and separated sufferers into high- and low-risk groups. High-risk sufferers had remarkably lower OS compared with low-risk sufferers (P<0.001). Eventually, the predictive power of the signature was verified by ROC curve analyses, and similar results were obtained in the validation cohort. Functional analyses were also completed, which showed the enrichment of immune-related pathways and different immune status in the two groups. Moreover, by single-cell sequencing, our team verified that CXCL12, a T-lymphocyte proliferation regulator, influenced bladder oncogenesis and progression by depleting T-lymphocyte proliferation in the tumor microenvironment, thus promoting tumor immune evasion.

CONCLUSION

This study establishes a novel T cell proliferation-associated regulator signature which can be used for the prognostic prediction of bladder cancer. The outcomes herein facilitate the studies on T-cell proliferation and its immune micro-environment to ameliorate prognoses and immunotherapeutic responses.

摘要

背景

膀胱癌(BCa)是一种恶性程度高且异质性强的肿瘤性疾病,其预后预测仍然具有挑战性。尽管肿瘤免疫治疗机制的研究不断增加,但 T 细胞增殖调节剂在膀胱癌中的预后价值仍不明确。

方法

本研究从公共数据库中收集了膀胱癌患者的 mRNA 表达谱和相关临床信息。然后,利用 LASSO Cox 回归模型建立了 TCGA 队列的多基因标志物,用于预测膀胱癌的预后和分期。最后,通过随机分组验证了模型的预测能力。

结果

结果表明,TCGA 队列中与 T 细胞增殖相关的大多数基因在 BCa 细胞与邻近健康组织之间的表达存在差异。单变量 Cox 回归分析显示,有 4 个差异表达基因与膀胱癌患者的 OS 相关(p<0.05)。我们构建了一个包含 4 个临床特征的直方图,并将患者分为高风险和低风险组。高风险组患者的 OS 明显低于低风险组患者(P<0.001)。最终,通过 ROC 曲线分析验证了该标志物的预测能力,在验证队列中也得到了相似的结果。功能分析也完成了,结果显示两组之间存在免疫相关途径的富集和不同的免疫状态。此外,通过单细胞测序,我们的团队证实,T 淋巴细胞增殖调节剂 CXCL12 通过耗竭肿瘤微环境中的 T 淋巴细胞增殖来影响膀胱癌的发生和进展,从而促进肿瘤免疫逃逸。

结论

本研究建立了一个新的 T 细胞增殖相关调节因子标志物,可以用于膀胱癌的预后预测。本研究结果有助于研究 T 细胞增殖及其免疫微环境,以改善预后和免疫治疗反应。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/818f/9539738/6586d29a9331/fimmu-13-970949-g001.jpg

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