A novel 10-gene immune-related lncRNA signature model for the prognosis of colorectal cancer

被引:7
|
作者
Ma, Bin [1 ]
Cao, Lianqun [1 ]
Li, Yongmin [1 ]
机构
[1] China Med Univ, Canc Hosp, Liaoning Canc Hosp & Inst, Dept Colorectal Surg, Shenyang, Peoples R China
基金
美国国家科学基金会;
关键词
colorectal cancer; TCGA; immune-related lncRNA; overall survival; checkpoint; LONG NONCODING RNAS; POOR-PROGNOSIS; EXPRESSION; RAS; NETWORK;
D O I
10.3934/mbe.2021477
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: The tumor immune microenvironment of colorectal cancer (CRC) affects tumor development, prognosis and immunotherapy strategies. Recently, immune-related lncRNA were shown to play vital roles in the tumor immune microenvironment. The objective of this study was to identify lncRNAs involved in the immune response, tumorigenesis and progression of CRC and to establish an immune-related lncRNA signature for predicting the prognosis of CRC. Methods: We used data retrieved from the cancer genome atlas (TCGA) dataset to construct a 10-gene immune-related lncRNA pair (IRLP) signature model using a method based on the ranking and comparison of paired gene expression in CRC. The clinical prognosis, immune checkpoints and lncRNA-protein networks were analyzed to evaluate the signature. Results: The signature was closely associated with overall survival of CRC patients (p < 0.001 in both of the training and validating cohorts) and the 3-year AUC values for the training and validating cohorts were 0.884 and 0.739, respectively. And, there were positive correlations between the signature and age (p = 0.048), clinical stage (p < 0.01), T stage (p < 0.01), N stage (p < 0.001) and M stage (p < 0.01). In addition, the signature model appeared to be highly relevant to some checkpoints, including CD160, TNFSF15, HHLA2, IDO2 and KIR3DL1. Further, molecular functional analysis and lncRNA-protein networks were applied to understand the molecular mechanisms underlying the carcinogenic effect and progression. Conclusion: The 10-gene IRLP signature model is an independent prognostic factor for CRC patient and can be utilized for the development of immunotherapy.
引用
收藏
页码:9743 / 9760
页数:18
相关论文
共 50 条
  • [1] A robust immune-related lncRNA signature for the prognosis of human colorectal cancer
    Zhu, Gongmin
    Pei, Lijiao
    Yang, Fan
    Zhang, Chenliang
    BIOSCIENCE REPORTS, 2022, 42 (07)
  • [2] A Novel Signature Constructed by Immune-Related LncRNA Predicts the Immune Landscape of Colorectal Cancer
    Sun, Mengyu
    Zhang, Tongyue
    Wang, Yijun
    Huang, Wenjie
    Xia, Limin
    FRONTIERS IN GENETICS, 2021, 12
  • [3] A novel immune-related lncRNA signature predicts the prognosis and immune landscape in ccRCC
    Dai, Longlong
    Pan, Daen
    Jin, Jiafei
    Lv, Wenhui
    AGING-US, 2024, 16 (06): : 5149 - 5162
  • [4] Construction of an immune-related lncRNA signature as a novel prognosis biomarker for LUAD
    Chen, Hang
    Shen, Wei
    Ni, Saiqi
    Sang, Menglu
    Wu, Shibo
    Mu, Yinyu
    Liu, Kaitai
    Li, Ni
    Zhu, Linwen
    Xu, Guodong
    AGING-US, 2021, 13 (16): : 20684 - 20697
  • [5] A novel signature to predict thyroid cancer prognosis and immune landscape using immune-related LncRNA pairs
    Bo Song
    Lijun Tian
    Fan Zhang
    Zheyu Lin
    Boshen Gong
    Tingting Liu
    Weiping Teng
    BMC Medical Genomics, 15
  • [6] A novel signature to predict thyroid cancer prognosis and immune landscape using immune-related LncRNA pairs
    Song, Bo
    Tian, Lijun
    Zhang, Fan
    Lin, Zheyu
    Gong, Boshen
    Liu, Tingting
    Teng, Weiping
    BMC MEDICAL GENOMICS, 2022, 15 (01)
  • [7] Identification of an Immune-Related Gene Signature to Improve Prognosis Prediction in Colorectal Cancer Patients
    Dai, Siqi
    Xu, Shuang
    Ye, Yao
    Ding, Kefeng
    FRONTIERS IN GENETICS, 2020, 11
  • [8] An immune-related lncRNA signature for the prognosis of pancreatic adenocarcinoma
    Qi, Bing
    Liu, Han
    Zhou, Qi
    Ji, Li
    Shi, Xueying
    Wei, Yushan
    Gu, Yajun
    Mizushima, Akio
    Xia, Shilin
    AGING-US, 2021, 13 (14): : 18806 - 18826
  • [9] Exploration the Significance of a Novel Immune-Related Gene Signature in Prognosis and Immune Microenvironment of Breast Cancer
    Zhao, Yajie
    Pu, Chunrui
    Liu, Zhenzhen
    FRONTIERS IN ONCOLOGY, 2020, 10
  • [10] An immune-related gene signature predicts prognosis of gastric cancer
    Jiang, Bitao
    Sun, Qingsen
    Tong, Yao
    Wang, Yuzhuo
    Ma, Haifen
    Xia, Xuefei
    Zhou, Yu
    Zhang, Xingguo
    Gao, Feng
    Shu, Peng
    MEDICINE, 2019, 98 (27)