Multi-omics analysis identifies BCAT2 as a potential pan-cancer biomarker for tumor progression and immune microenvironment modulation

被引:1
|
作者
Cao, Qixuan [1 ]
Fan, Jie [1 ]
Zou, Jian [1 ]
Wang, Wei [1 ]
机构
[1] Chongqing Med Univ, Sch Publ Hlth, Chongqing 400016, Peoples R China
来源
SCIENTIFIC REPORTS | 2024年 / 14卷 / 01期
关键词
METABOLISM; CATABOLISM; EXPRESSION;
D O I
10.1038/s41598-024-74441-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Branched-chain amino acid transaminase 2 (BCAT2) encodes a crucial protein involved in the initial catalysis of branched-chain amino acid (BCAA) catabolism, with emerging evidence suggesting its association with tumor progression. This study explores BCAT2 in a pan-cancer multi-omics context and evaluates its prognostic significance. We utilized a multi-database approach, analyzing cBioPortal for genetic alterations, RNA-Seq data from TCGA and GTEx for expression patterns, and RSEM for transcript analysis. Protein expression and interaction networks were assessed using the Human Protein Atlas, UniProt, and STRING. Prognostic value was determined through Cox regression analysis of TCGA clinical survival data, while immune cell infiltration across various cancers was examined using TCGA data and the TIMER2 platform. Our results revealed that BCAT2 alterations are primarily amplifications and is upregulated in various tumors, correlating with poor survival rates in several tumor types, including GBMLGG, LGG, and UVM. Elevated BCAT2 protein levels were common in pan-cancer, interacting with a range of metabolic enzymes. Additionally, BCAT2 expression significantly influenced CD4+ T cells, CD8+ T cells, and Treg cells infiltration, with varied correlations across cancer types. These findings indicate BCAT2 as a potential biomarker for cancer diagnosis and therapy, potentially regulating key metabolic and immune factors to mediate tumor progression and the microenvironment.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] The prognostic values and immune characteristics of polo-like kinases (PLKs) family: A pan-cancer multi-omics analysis
    Shen, Chong
    Wang, Tong
    Li, Kai
    Fu, Chong
    Yang, Shaobo
    Zhang, Zhe
    Wu, Zhouliang
    Li, Zhi
    Li, Zhuolun
    Lin, Yuda
    Zhang, Yu
    Guo, Jian
    Fan, Zhenqian
    Hu, Hailong
    HELIYON, 2024, 10 (07)
  • [22] Multi-omics analysis reveals interferon-stimulated gene OAS1 as a prognostic and immunological biomarker in pan-cancer
    Yang, Runyu
    Du, Yue
    Zhang, Mengyao
    Liu, Yi
    Feng, Hui
    Liu, Ruimin
    Yang, Bingyu
    Xiao, Jiayi
    He, Pengcheng
    Niu, Fan
    FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [23] Pan-Cancer DNA Methylation Analysis and Tumor Origin Identification of Carcinoma of Unknown Primary Site Based on Multi-Omics
    Liu, Pengfei
    FRONTIERS IN GENETICS, 2022, 12
  • [24] Multi-omics analysis reveals the panoramic picture of necroptosis-related regulators in pan-cancer
    Li, Guanghao
    Wang, Xiaoxuan
    Liu, Yongheng
    Li, Huikai
    Mu, Han
    Zhang, Yanting
    Li, Qiang
    AGING-US, 2022, 14 (12): : 5034 - 5058
  • [25] Multi-Omics Analysis of Molecular Characteristics and Carcinogenic Effect of NFE2L3 in Pan-Cancer
    Liu, Mengxiao
    Wei, Hui
    Yang, Jing
    Chen, Xia
    Wang, Haoying
    Zheng, Ya
    Wang, Yuping
    Zhou, Yongning
    FRONTIERS IN GENETICS, 2022, 13
  • [26] ANXA2 is a potential biomarker for cancer prognosis and immune infiltration: A systematic pan-cancer analysis
    Ning, Yijie
    Li, Yufei
    Wang, Hongqin
    FRONTIERS IN GENETICS, 2023, 14
  • [27] Integrated pan-cancer analysis of CSMD2 as a potential prognostic, diagnostic, and immune biomarker
    Zhang, Huiyun
    Huang, Taobi
    Ren, Xiangqing
    Fang, Xidong
    Chen, Xia
    Wei, Hui
    Sun, Weiming
    Wang, Yuping
    FRONTIERS IN GENETICS, 2022, 13
  • [28] Pan-cancer analysis identifies YTHDF2 as an immunotherapeutic and prognostic biomarker
    Liu, Weiwei
    Liu, Chaoqun
    You, Jia
    Chen, Zilin
    Qian, Cheng
    Lin, Wandie
    Yu, Lina
    Ye, Lele
    Zhao, Liang
    Zhou, Rui
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2022, 10
  • [29] Comprehensive multi-omics analysis of the prognostic value and immune signature of NCF2 in pan-cancer and its relationship with acute myeloid leukemia
    Zhong, Fangfang
    Zeng, Yan
    Yan, Yuzhi
    Guo, Ling
    Guo, Qulian
    Liu, Wenjun
    Liu, Chunyan
    INTERNATIONAL IMMUNOPHARMACOLOGY, 2024, 143
  • [30] Multi-Omics Analysis of the Tumor Microenvironment in Liver Metastasis of Colorectal Cancer Identified FJX1 as a Novel Biomarker
    Zou, Junwei
    Zhang, Hesong
    Huang, Yong
    Xu, Wenjing
    Huang, Yujin
    Zuo, Siyuan
    Li, Zhenhan
    Zhou, Hailang
    FRONTIERS IN GENETICS, 2022, 13