A robust immune-related lncRNA signature for the prognosis of human colorectal cancer

被引:2
|
作者
Zhu, Gongmin [1 ,2 ]
Pei, Lijiao [3 ]
Yang, Fan [4 ]
Zhang, Chenliang [1 ]
机构
[1] Sichuan Univ, West China Hosp, Lab Mol Targeted Therapy Oncol, Chengdu 610041, Sichuan, Peoples R China
[2] Sichuan Univ, West China Hosp, Canc Ctr, Dept Abdominal Oncol, Chengdu 610041, Sichuan, Peoples R China
[3] Sichuan Univ, West China Hosp, State Key Lab Biotherapy, Chengdu 610041, Sichuan, Peoples R China
[4] Univ Elect Sci & Technol China, Chengdu Womens & Childrens Cent Hosp, Sch Med, Chengdu 611731, Sichuan, Peoples R China
基金
中国国家自然科学基金;
关键词
TUMOR; IMMUNOTHERAPY; CELLS;
D O I
10.1042/BSR20220078
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background: Colorectal cancer (CRC) is one of the most prevalent malignant cancers world-wide. Immune-related long non-coding RNAs (IRlncRNAs) are proved to be essential in the development and progression of carcinoma. The purpose of the present study was to de-velop and validate a prognostic IRlncRNA signature for CRC patients. Methods: Gene expression profiles of CRC samples were downloaded from The Cancer Genome Atlas (TCGA) database. Immune-related genes were obtained from the ImmPort database and were used to identify IRlncRNA by correlation analysis. Through LASSO Cox regression analyses, a prognostic signature was constructed. Functional enrichment analy-sis was performed by gene set enrichment analysis (GSEA). TIMER2.0 web server and tumor immune dysfunction and exclusion (TIDE) algorithm were employed to analyze the associa-tion between our model and tumor-infiltrating immune cells and immunotherapy response. The expression levels of IRlncRNAs in cell lines were detected by quantitative real-time PCR (qPCR). Results: A 9-IRlncRNA signature was developed by a LASSO Cox proportional regression model. Based on the signature, CRC patients were divided into high-and low-risk groups with different prognoses. GSEA results indicated that patients in high-risk group were asso-ciated with cancer-related pathways. In addition, patients in low-risk group were found to have more infiltration of anti-tumor immune cells and might show a favorable response to immunotherapy. Finally, the result of qPCR revealed that most IRlncRNAs were differently expressed between normal and tumor cell lines. Conclusion: The constructed 9-IRlncRNA signature has potential to predict the prognosis of CRC patients and may be helpful to guide personalized immunotherapy.
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页数:16
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