Immune-Related Long Non-Coding RNA Signature Determines Prognosis and Immunotherapeutic Coherence in Esophageal Cancer

被引:0
|
作者
Uttam, Vivek [1 ,2 ]
Kapoor, Harmanpreet Singh [3 ]
Rana, Manjit Kaur [4 ]
Yadav, Ritu [1 ,2 ]
Prakash, Hridayesh [5 ]
Jain, Manju [6 ]
Tuli, Hardeep Singh [7 ]
Jain, Aklank [1 ,2 ]
机构
[1] Cent Univ Punjab, Noncoding RNA, Ghudda 151401, Punjab, India
[2] Cent Univ Punjab, Dept Zool, Canc Biol Lab, Ghudda 151401, Punjab, India
[3] Cent Univ Punjab, Dept Math & Stat, VPO Ghudda, Bathinda 151401, India
[4] AIIMS, Dept Pathol Lab Med, Bathinda, Punjab, India
[5] Amity Ctr Translat Res, Noida, India
[6] Cent Univ Punjab, Dept Biochem, Ghudda, Punjab, India
[7] Maharishi Markandeshwar Univ, Dept Biotechnol, Ambala, Haryana, India
关键词
Esophageal cancer; TCGA; immune-related lncRNA; immune checkpoint blockade; prognosis; immune cell infiltration; SQUAMOUS-CELL CARCINOMA; EXPRESSION; METASTASIS; PROMOTES; ADENOCARCINOMA; IDENTIFICATION; PROGRESSION; MECHANISMS; GLYCODELIN; ANTIGENS;
D O I
10.1177/11769351241276757
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Objectives: Aim of this study was to explore the immune-related lncRNAs having prognostic role and establishing risk score model for better prognosis and immunotherapeutic coherence for esophageal cancer (EC) patients. Methods: To determine the role of immune-related lncRNAs in EC, we analyzed the RNA-seq expression data of 162 EC patients and 11 non-cancerous individuals and their clinically relevant information from the cancer genome atlas (TCGA) database. Bioinformatic and statistical analysis such as Differential expression analysis, co-expression analysis, Kaplan Meier survival analysis, Cox proportional hazards model, ROC analysis of risk model was employed. Results: Utilizing a cutoff criterion (log2FC > 1 + log2FC < -1 and FDR < 0.01), we identified 3737 RNAs were significantly differentially expressed in EC patients. Among these, 2222 genes were classified as significantly differentially expressed mRNAs (demRNAs), and 966 were significantly differentially expressed lncRNAs (delncRNA). Through Pearson correlation analysis between differentially expressed lncRNAs and immune related-mRNAs, we identified 12 immune-related lncRNAs as prognostic signatures for EC. Notably, through Kaplan-Meier analysis on these lncRNAs, we found the low-risk group patients showed significantly improved survival compared to the high-risk group. Moreover, this prognostic signature has consistent performance across training, testing and entire validation cohort sets. Using ESTIMATE and CIBERSORT algorithm we further observed significant enriched infiltration of naive B cells, regulatory T cells resting CD4+ memory T cells, and, plasma cells in the low-risk group compared to high-risk EC patients group. On the contrary, tumor-associated M2 macrophages were highly enriched in high-risk patients. Additionally, we confirmed immune-related biological functions and pathways such as inflammatory, cytokines, chemokines response and natural killer cell-mediated cytotoxicity, toll-like receptor signaling pathways, JAK-STAT signaling pathways, chemokine signaling pathways significantly associated with identified IRlncRNA signature and their co-expressed immune genes. Furthermore, we assessed the predictive potential of the lncRNA signature in immune checkpoint inhibitors; we found that programed cell death ligand 1 (PD-L1; P-value = .048), programed cell death ligand 2 (PD-L2; P-value = .002), and T cell immunoglobulin and mucin-domain containing-3 (TIM-3; P-value = .045) expression levels were significantly higher in low-risk patients compared to high-risk patients. Conclusion: We believe this study will contribute to better prognosis prediction and targeted treatment of EC in the future.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Immune-related long non-coding RNA signature identified prognosis and immunotherapeutic efficiency in bladder cancer (BLCA)
    Rui Cao
    Lushun Yuan
    Bo Ma
    Gang Wang
    Ye Tian
    Cancer Cell International, 20
  • [2] Immune-related long non-coding RNA signature identified prognosis and immunotherapeutic efficiency in bladder cancer (BLCA)
    Cao, Rui
    Yuan, Lushun
    Ma, Bo
    Wang, Gang
    Tian, Ye
    CANCER CELL INTERNATIONAL, 2020, 20 (01)
  • [3] A robust signature of immune-related long non-coding RNA to predict the prognosis of bladder cancer
    Lai, Cong
    Wu, Zhenyu
    Li, Zhuohang
    Yu, Hao
    Li, Kuiqing
    Tang, Zhuang
    Liu, Cheng
    Xu, Kewei
    CANCER MEDICINE, 2021, 10 (18): : 6534 - 6545
  • [4] Immune-Related Long Non-coding RNA Constructs a Prognostic Signature of Ovarian Cancer
    Sun, Xiaoyu
    Li, Shan
    Lv, Xuemei
    Yan, Yuanyuan
    Wei, Minjie
    He, Miao
    Wang, Xiaobin
    BIOLOGICAL PROCEDURES ONLINE, 2021, 23 (01)
  • [5] Immune-Related Long Non-coding RNA Constructs a Prognostic Signature of Ovarian Cancer
    Xiaoyu Sun
    Shan Li
    Xuemei Lv
    Yuanyuan Yan
    Minjie Wei
    Miao He
    Xiaobin Wang
    Biological Procedures Online, 23
  • [6] A Potential Immune-Related Long Non-coding RNA Prognostic Signature for Ovarian Cancer
    Pan, Xue
    Bi, Fangfang
    FRONTIERS IN GENETICS, 2021, 12
  • [7] Identification and Validation of Immune-Related Long Non-Coding RNA Signature for Predicting Immunotherapeutic Response and Prognosis in NSCLC Patients Treated With Immunotherapy
    Ma, Jianli
    Zhang, Minghui
    Yu, Jinming
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [8] Using Immune-Related Long Non-coding Ribonucleic Acids to Develop a Novel Prognosis Signature and Predict the Immune Landscape of Colon Cancer
    Wang, Xu
    Chen, Ke
    Wang, Zhenglin
    Xu, Yuanmin
    Dai, Longfei
    Bai, Tao
    Chen, Bo
    Yang, Wenqi
    Chen, Wei
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [9] Immune-Related Long Non-coding RNA Signature and Clinical Nomogram to Evaluate Survival of Patients Suffering Esophageal Squamous Cell Carcinoma
    Zhu, Ting
    Ma, Zhifeng
    Wang, Haiyong
    Wei, Desheng
    Wang, Bin
    Zhang, Chu
    Fu, Linhai
    Li, Zhupeng
    Yu, Guangmao
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [10] A Signature of Autophagy-Related Long Non-coding RNA to Predict the Prognosis of Breast Cancer
    Li, Xiaoping
    Chen, Jishang
    Yu, Qihe
    Huang, Hui
    Liu, Zhuangsheng
    Wang, Chengxing
    He, Yaoming
    Zhang, Xin
    Li, Weiwen
    Li, Chao
    Zhao, Jinglin
    Long, Wansheng
    FRONTIERS IN GENETICS, 2021, 12