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一个与肿瘤免疫异质性相关的 lncRNA 特征可预测局部晚期鼻咽癌的远处转移。

A lncRNA signature associated with tumor immune heterogeneity predicts distant metastasis in locoregionally advanced nasopharyngeal carcinoma.

机构信息

State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P.R. China.

Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P.R. China.

出版信息

Nat Commun. 2022 May 30;13(1):2996. doi: 10.1038/s41467-022-30709-6.

Abstract

Increasing evidence has revealed the roles of long noncoding RNAs (lncRNAs) as tumor biomarkers. Here, we introduce an immune-associated nine-lncRNA signature for predicting distant metastasis in locoregionally advanced nasopharyngeal carcinoma (LA-NPC). The nine lncRNAs are identified through microarray profiling, followed by RT-qPCR validation and selection using a machine learning method in the training cohort (n = 177). This nine-lncRNA signature classifies patients into high and low risk groups, which have significantly different distant metastasis-free survival. Validations in the Guangzhou internal (n = 177) and Guilin external (n = 150) cohorts yield similar results, confirming that the signature is an independent risk factor for distant metastasis and outperforms anatomy-based metrics in identifying patients with high metastatic risk. Integrative analyses show that this nine-lncRNA signature correlates with immune activity and lymphocyte infiltration, which is validated by digital pathology. Our results suggest that the immune-associated nine-lncRNA signature can serve as a promising biomarker for metastasis prediction in LA-NPC.

摘要

越来越多的证据揭示了长非编码 RNA(lncRNA)作为肿瘤标志物的作用。在这里,我们引入了一个与免疫相关的九 lncRNA 特征,用于预测局部晚期鼻咽癌(LA-NPC)的远处转移。这九个 lncRNA 通过微阵列分析确定,然后通过 RT-qPCR 验证,并在训练队列中使用机器学习方法进行选择(n=177)。这个九 lncRNA 特征将患者分为高风险和低风险组,两组的无远处转移生存率有显著差异。在广州内部队列(n=177)和桂林外部队列(n=150)的验证中得到了类似的结果,证实该特征是远处转移的独立危险因素,在识别具有高转移风险的患者方面优于基于解剖学的指标。综合分析表明,这个九 lncRNA 特征与免疫活性和淋巴细胞浸润相关,这通过数字病理学得到了验证。我们的研究结果表明,与免疫相关的九 lncRNA 特征可以作为 LA-NPC 转移预测的有前途的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/98c5/9151760/f81b47996a8b/41467_2022_30709_Fig1_HTML.jpg

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