NAD plus biosynthesis metabolism predicts prognosis and indicates immune microenvironment for breast cancer

被引:5
|
作者
Yang, Yuting [1 ]
Wang, Ze [2 ]
He, Mengqi [2 ]
Diao, Lihong [3 ]
Yu, Biyue [4 ]
Li, Dong [1 ,2 ]
机构
[1] Qingdao Univ, Med Coll, Dept Immunol, Qingdao, Shandong, Peoples R China
[2] Beijing Inst Life, Beijing Proteome Res Ctr, Natl Ctr Prot Sci, State Key Lab Prote, Beijing, Peoples R China
[3] Beijing Univ Chinese Med, Sch Tradit Chinese Med, Beijing, Peoples R China
[4] Hebei Univ, Sch Life Sci, Baoding, Hebei, Peoples R China
基金
中国国家自然科学基金;
关键词
immunotherapy; breast cancer; prognosis; immune microenvironment; NAD plus biosynthesis; SPI-B; TUMOR; EXPRESSION; MICROARRAY; LANDSCAPE; PROMOTES; REVEAL;
D O I
10.3389/pore.2023.1610956
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The growing evidence implies that tumor cells need to increase NAD+ levels by upregulating NAD+ biosynthesis to satisfy their growth demand. NAD+ biosynthesis metabolism is implicated in tumor progression. Breast cancer (BC) is the most common malignant malignancy in the world. Nevertheless, the prognostic significance of NAD+ biosynthesis and its relationship with the tumor immune microenvironment in breast cancer still need further investigation. In this study, we obtained the mRNA expression data and clinical information of BC samples from public databases and calculated the level of NAD+ biosynthesis activity by single-sample gene set enrichment analysis (ssGSEA). We then explored the relationship between the NAD+ biosynthesis score, infiltrating immune cells, prognosis significance, immunogenicity and immune checkpoint molecules. The results demonstrated that patients with high NAD+ biosynthetic score displayed poor prognosis, high immune infiltration, high immunogenicity, elevated PD-L1 expression, and might more benefit from immunotherapy. Taken together, our studies not only deepened the understanding of NAD+ biosynthesis metabolism of breast cancer but also provided new insights into personalized treatment strategies and immunological therapies to improve the outcomes of breast cancer patients.
引用
收藏
页数:12
相关论文
共 50 条
  • [41] Ferroptosis-related gene signature predicts prognosis and immune microenvironment in prostate cancer
    Wang, Hao
    Fang, Dalang
    Zhu, Jinxin
    Liu, Lin
    Xue, Liang
    Wang, Liucheng
    Karzai, Fatima
    Antonarakis, Emmanuel S.
    Urabe, Fumihiko
    Ma, Weiming
    Wei, Wanqing
    TRANSLATIONAL ANDROLOGY AND UROLOGY, 2024, 13 (09)
  • [42] A novel model based on lipid metabolism-related genes associated with immune microenvironment predicts metastasis of breast cancer
    Ji, Fan
    Qian, Hongyan
    Sun, Zhouna
    Yang, Ying
    Shi, Minxin
    Gu, Hongmei
    DISCOVER ONCOLOGY, 2024, 15 (01)
  • [43] Machine learning-based neddylation landscape indicates different prognosis and immune microenvironment in endometrial cancer
    Li, Yi
    Niu, Jiang-Hua
    Wang, Yan
    FRONTIERS IN ONCOLOGY, 2023, 13
  • [44] Identification of polyamine metabolism-related prognostic biomarkers for predicting breast cancer prognosis, immune microenvironment, and candidate drugs
    Zhang, Dejie
    Li, Pengfei
    Du, Xinjie
    Zhang, Ming
    Li, Qi
    Wang, Qicai
    Tu, Xingfeng
    Lin, Guoliang
    COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2024,
  • [45] Predicting the immune microenvironment and prognosis with a anoikis-related signature in breast cancer
    Lu, Xiuqing
    Yuan, Qi
    Zhang, Chao
    Wang, Sifen
    Wei, Weidong
    FRONTIERS IN ONCOLOGY, 2023, 13
  • [46] Tumor Microenvironment Subtypes and Immune-Related Signatures for the Prognosis of Breast Cancer
    Han, Yiqun
    Wang, Jiayu
    Xu, Binghe
    BIOMED RESEARCH INTERNATIONAL, 2021, 2021
  • [47] Bioinformatic profiling of prognosis-related genes in the breast cancer immune microenvironment
    Bai, Fang
    Jin, Yuchun
    Zhang, Peng
    Chen, Hongliang
    Fu, Yipeng
    Zhang, Mingdi
    Weng, Ziyi
    Wu, Kejin
    AGING-US, 2019, 11 (21): : 9328 - 9347
  • [48] Purine metabolism-related gene expression signature predicts survival outcome and indicates immune microenvironment profile of gliomas
    Chen, Siliang
    Zhang, Shuxin
    Wang, Zhihao
    Li, Junhong
    Yuan, Yunbo
    Li, Tengfei
    Zuo, Mingrong
    Feng, Wentao
    Li, Wenhao
    Chen, Mina
    Liu, Yanhui
    FRONTIERS IN PHARMACOLOGY, 2022, 13
  • [49] The ferroptosis signature predicts the prognosis and immune microenvironment of nasopharyngeal carcinoma
    Ji Zhou
    Tianyao Guo
    Lin Zhou
    Meihua Bao
    Lin Wang
    Wenhu Zhou
    Shan Tan
    Guangyi Li
    Binsheng He
    Zhen Guo
    Scientific Reports, 13
  • [50] The ferroptosis signature predicts the prognosis and immune microenvironment of nasopharyngeal carcinoma
    Zhou, Ji
    Guo, Tianyao
    Zhou, Lin
    Bao, Meihua
    Wang, Lin
    Zhou, Wenhu
    Tan, Shan
    Li, Guangyi
    He, Binsheng
    Guo, Zhen
    SCIENTIFIC REPORTS, 2023, 13 (01)