NPM1 Is a Prognostic Biomarker Involved in Immune Infiltration of Lung Adenocarcinoma and Associated With m6A Modification and Glycolysis

被引:87
|
作者
Liu, Xu-Sheng [1 ,2 ,3 ]
Zhou, Lu-Meng [4 ]
Yuan, Ling-Ling [5 ]
Gao, Yan [1 ,2 ]
Kui, Xue-Yan [1 ,2 ]
Liu, Xiao-Yu [1 ,2 ]
Pei, Zhi-Jun [1 ,2 ,3 ]
机构
[1] Hubei Univ Med, Taihe Hosp, Dept Nucl Med, Shiyan, Peoples R China
[2] Hubei Univ Med, Taihe Hosp, Inst Anesthesiol & Pain, Shiyan, Peoples R China
[3] Hubei Key Lab Embryon Stem Cell Res, Shiyan, Peoples R China
[4] Huanggang Cent Hosp, Dept Nucl Med, Huanggang, Peoples R China
[5] Hubei Univ Med, Taihe Hosp, Dept Pathol, Shiyan, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2021年 / 12卷
关键词
NPM1; lung adenocarcinoma; immune infiltration; m6A modification; glycolysis; GENE-EXPRESSION; NUCLEOPHOSMIN; METASTASIS; SIGNATURES; CARCINOMA; GROWTH;
D O I
10.3389/fimmu.2021.724741
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Background Overexpression of NPM1 can promote the growth and proliferation of various tumor cells. However, there are few studies on the comprehensive analysis of NPM1 in lung adenocarcinoma (LUAD). Methods TCGA and GEO data sets were used to analyze the expression of NPM1 in LUAD and clinicopathological analysis. The GO/KEGG enrichment analysis of NPM1 co-expression and gene set enrichment analysis (GSEA) were performed using R software package. The relationship between NPM1 expression and LUAD immune infiltration was analyzed using TIMER, GEPIA database and TCGA data sets, and the relationship between NPM1 expression level and LUAD m6A modification and glycolysis was analyzed using TCGA and GEO data sets. Results NPM1 was overexpressed in a variety of tumors including LUAD, and the ROC curve showed that NPM1 had a certain accuracy in predicting the outcome of tumors and normal samples. The expression level of NPM1 in LUAD is significantly related to tumor stage and prognosis. The GO/KEGG enrichment analysis indicated that NPM1 was closely related to translational initiation, ribosome, structural constituent of ribosome, ribosome, Parkinson disease, and RNA transport. GSEA showed that the main enrichment pathway of NPM1-related differential genes was mainly related to mTORC1 mediated signaling, p53 hypoxia pathway, signaling by EGFR in cancer, antigen activates B cell receptor BCR leading to generation of second messengers, aerobic glycolysis and methylation pathways. The analysis of TIMER, GEPIA database and TCGA data sets showed that the expression level of NPM1 was negatively correlated with B cells and NK cells. The TCGA and GEO data sets analysis indicated that the NPM1 expression was significantly correlated with one m6A modifier related gene (YTHDF2) and five glycolysis related genes (ENO1, HK2, LDHA, LDHB and SLC2A1). Conclusion NPM1 is a prognostic biomarker involved in immune infiltration of LUAD and associated with m6A modification and glycolysis. NPM1 can be used as an effective target for diagnosis and treatment of LUAD.
引用
收藏
页数:16
相关论文
共 50 条
  • [21] FHL1 as a novel prognostic biomarker and correlation with immune infiltration levels in lung adenocarcinoma
    Zhang, Jingtao
    Li, Haitao
    Guo, Minghao
    Zhang, Jing
    Zhang, Guangming
    Sun, Ning
    Feng, Yuyuan
    Cui, Wenqiang
    Xu, Fei
    IMMUNOTHERAPY, 2023, 15 (04) : 235 - 252
  • [22] HMGA1 is a Prognostic Biomarker and Correlated with Glycolysis in Lung Adenocarcinoma
    Ma, Yu
    Ma, XiaoYu
    Du, BuLin
    Li, XueNa
    Li, YaMing
    JOURNAL OF CANCER, 2024, 15 (10): : 2913 - 2927
  • [23] GRAP2 is a prognostic biomarker and correlated with immune infiltration in lung adenocarcinoma
    Song, Shimao
    Deng, Xinzhou
    Jiang, Shan
    Tian, Chao
    Han, Jiahui
    Chai, Jingjing
    Li, Na
    Yan, Yutao
    Luo, Zhiguo
    JOURNAL OF CLINICAL LABORATORY ANALYSIS, 2022, 36 (11)
  • [24] DPYSL2 as potential diagnostic and prognostic biomarker linked to immune infiltration in lung adenocarcinoma
    Wu, Yang-Jie
    Nai, Ai-Tao
    He, Gui-Cheng
    Xiao, Fei
    Li, Zhi-Min
    Tang, San-Yuan
    Liu, Yan-Ping
    Ai, Xiao-Hong
    WORLD JOURNAL OF SURGICAL ONCOLOGY, 2021, 19 (01)
  • [25] DLX1 acts as a novel prognostic biomarker involved in immune cell infiltration and tumor progression in lung adenocarcinoma
    Du, Yu
    Li, Heng
    Wang, Yan
    He, Yunyan
    Li, Gaofeng
    PEERJ, 2024, 12
  • [26] Comprehensive Analysis of Clinical Significance, Immune Infiltration and Biological Role of m6A Regulators in Early-Stage Lung Adenocarcinoma
    Zhou, Bolun
    Gao, Shugeng
    FRONTIERS IN IMMUNOLOGY, 2021, 12
  • [27] PCM1: A Potential Prognostic Biomarker Correlated with Immune Infiltration in Lung Adenocarcinoma
    Guo, Zhihua
    Liang, Jinghao
    Zhang, Xin
    Ai, Qing
    Xie, Zixian
    Zhao, Haonan
    Wu, Fayuan
    Tan, Zhaofeng
    Yin, Weiqiang
    Ji, Linghua
    CURRENT PROTEOMICS, 2023, 20 (03) : 208 - 221
  • [28] NPM3 as an Unfavorable Prognostic Biomarker Involved in Oncogenic Pathways of Lung Adenocarcinoma via MYC Translational Activation
    Chen, Long
    Yang, Demeng
    Huang, Fen
    Xu, Weicai
    Luo, Xiaopan
    Mei, Lili
    He, Ying
    COMBINATORIAL CHEMISTRY & HIGH THROUGHPUT SCREENING, 2024, 27 (02) : 203 - 213
  • [29] Chordin-like 1 is a novel prognostic biomarker and correlative with immune cell infiltration in lung adenocarcinoma
    Deng, Bing
    Chen, Xiaorui
    Xu, Lingfang
    Zheng, Li
    Zhu, Xiaoqian
    Shi, Junwei
    Yang, Lei
    Wang, Dian
    Jiang, Depeng
    AGING-US, 2022, 14 (01): : 389 - 409
  • [30] MRPL12 Acts as A Novel Prognostic Biomarker Involved in Immune Cell Infiltration and Tumor Progression of Lung Adenocarcinoma
    Hu, Yangyang
    Liu, Yue
    Ma, Chenchao
    Ai, Kaixing
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 24 (03)