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一个与端粒酶调控相关的 lncRNA 特征可预测胃癌的预后和免疫治疗反应。

A telomerase regulation-related lncRNA signature predicts prognosis and immunotherapy response for gastric cancer.

机构信息

Department of Gastrointestinal and Anorectal Surgery, The Central Hospital of Yongzhou, No. 151, Xiaoshui West Road, Lingling District, Yongzhou, 425100, Hunan Province, China.

出版信息

J Cancer Res Clin Oncol. 2023 Jan;149(1):135-146. doi: 10.1007/s00432-022-04456-6. Epub 2022 Nov 5.

Abstract

BACKGROUND

Telomeres are involved in the development and progression of gastric cancer (GC). However, the association of telomerase regulation-related lncRNAs with prognosis and immunotherapy responsiveness in gastric cancer is unclear.

METHODS

This study systematically evaluated the relationship between lncRNAs co-expressed with 67 telomerase regulatory genes and gastric cancer prognosis. The risk scores of the samples were calculated based on telomerase regulation-related lncRNAs with prognostic value, and the samples were classified into high-/low-risk groups. The prognostic value of risk groups was then evaluated, a GC prognostic prediction model based on risk groups and clinical characteristics was established, and the prediction accuracy of the model was clarified by receiving operating characteristic (ROC) curves and calibration curves. Finally, the value of risk grouping in GC immunotherapy sensitivity was predicted by comparing MSI status and tumor mutation load between the high- and low-risk groups.

RESULTS

We identified 13 lncRNAs with prognostic value co-expressed with telomerase regulatory genes and observed that the prognosis of the low-risk group was significantly better than that of the high-risk group. Meanwhile, a GC overall survival (OS) prediction model based on risk grouping and clinical characteristics was developed, and ROC curves and calibration curves confirmed the good predictive ability of the model. In addition, the low-risk group exhibited a higher tumor mutation load and MSI-H, suggesting a possible benefit of immunotherapy.

CONCLUSION

We found that telomerase regulation-related lncRNAs have prognostic value in GC patients and contribute to the exploration of more effective immunotherapeutic strategies.

摘要

背景

端粒与胃癌(GC)的发生和发展有关。然而,端粒酶调节相关 lncRNA 与胃癌的预后和免疫治疗反应之间的关系尚不清楚。

方法

本研究系统评估了与 67 个端粒酶调节基因共表达的 lncRNA 与胃癌预后的关系。根据具有预后价值的端粒酶调节相关 lncRNA 计算样本的风险评分,并将样本分为高/低风险组。然后评估风险组的预后价值,建立基于风险组和临床特征的 GC 预后预测模型,并通过接收操作特征(ROC)曲线和校准曲线阐明模型的预测准确性。最后,通过比较高风险组和低风险组之间的微卫星不稳定性(MSI)状态和肿瘤突变负荷,预测风险分组在 GC 免疫治疗敏感性中的价值。

结果

我们鉴定出 13 个与端粒酶调节基因共表达且具有预后价值的 lncRNA,并观察到低风险组的预后明显好于高风险组。同时,建立了基于风险分组和临床特征的 GC 总生存(OS)预测模型,ROC 曲线和校准曲线证实了该模型的良好预测能力。此外,低风险组表现出更高的肿瘤突变负荷和 MSI-H,提示免疫治疗可能获益。

结论

我们发现端粒酶调节相关 lncRNA 在 GC 患者中具有预后价值,有助于探索更有效的免疫治疗策略。

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