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.
|
Authors | Ye-Lin Liang, Yuan Zhang, Xi-Rong Tan, Han Qiao, Song-Ran Liu, Ling-Long Tang, Yan-Ping Mao, Lei Chen, Wen-Fei Li, Guan-Qun Zhou, Yin Zhao, Jun-Yan Li, Qian Li, Sheng-Yan Huang, Sha Gong, Zi-Qi Zheng, Zhi-Xuan Li, Ying Sun, Wei Jiang, Jun Ma, Ying-Qin Li, Na Liu |
Journal | Nature communications
(Nat Commun)
Vol. 13
Issue 1
Pg. 2996
(05 30 2022)
ISSN: 2041-1723 [Electronic] England |
PMID | 35637194
(Publication Type: Journal Article, Research Support, Non-U.S. Gov't)
|
Copyright | © 2022. The Author(s). |
Chemical References |
- Biomarkers, Tumor
- RNA, Long Noncoding
|
Topics |
- Biomarkers, Tumor
(genetics)
- Gene Expression Profiling
(methods)
- Humans
- Nasopharyngeal Carcinoma
(genetics)
- Nasopharyngeal Neoplasms
(pathology)
- RNA, Long Noncoding
(genetics)
|