Prognostic Value of Fatty Acid Metabolism-related Genes in Patients with Bladder Cancer

被引:1
|
作者
Huang, Qiuzheng [1 ]
Li, Zhijia [1 ]
Liu, Chao [1 ]
机构
[1] Wenzhou Cent Hosp, Dept Urol, Wenzhou 325000, Zhejiang, Peoples R China
关键词
BLCA; fatty acid metabolism-related genes; survival; immune cells; tumor; infiltration; EXPRESSION; CYP1B1; CYTOCHROME-P450;
D O I
10.2174/1574892818666230516143945
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Introduction: This study aimed to explore the expression profiles of fatty acid metabolism-related genes (FAMRGs) in patients with bladder cancer (BLCA). Methods The corresponding clinicopathological features of BLCA patients and RNA sequencing data were downloaded from TCGA and GSE13507. Univariate Cox regression was used to determine the prognostic value of FRGS in BLCA patients. LASSO regression analysis was then performed to select potential risk genes and eliminate genes that might overfit the model. Based on the independent prognostication-related FRGs, the nomogram survival model was established using the root mean square value of the R packet to predict the 1-year, 3-year, and 5-year survival rates of BLCA patients. By determining the area under the curve (AUC) value, the time-dependent receiver operating characteristic curve (ROC) was used to evaluate the prognostic efficiency of our model. Results: A total of 243 DEFRGs were identified. Twenty FRGs were found to be related to the prognosis of BLCA in the TCGA database. Survival curves showed that high-risk patients had significantly shorter OS than low-risk cases (p < 0.001). The AUC of risk was 0.784, which was superior to age, sex, and stage, suggesting that the risk score was more favorable in predicting OS than traditional pathologic prognostic factors. The AUC was 0.757 at 1 year, 0.732 at 3 years, and 0.733 at 5 year-OS. Conclusion: In this study, we demonstrated that a FAMRG prognosis biomarker is associated with the tumor immune microenvironment in patients with BLCA.
引用
收藏
页码:328 / 341
页数:14
相关论文
共 50 条
  • [21] Prognostic Significance of Amino Acid Metabolism-Related Genes in Prostate Cancer Retrieved by Machine Learning
    Samarzija, Ivana
    Troselj, Koraljka Gall
    Konjevoda, Pasko
    CANCERS, 2023, 15 (04)
  • [22] Investigation of fatty acid metabolism-related genes in breast cancer: Implications for Immunotherapy and clinical significance
    Tang, Liyang
    Lei, Xiaoyong
    Hu, Haihong
    Li, Zhuo
    Zhu, Hongxia
    Zhan, Wendi
    Zhang, Taolan
    TRANSLATIONAL ONCOLOGY, 2023, 34
  • [23] A Prognostic Model Based on Six Metabolism-Related Genes in Colorectal Cancer
    Sun, Yuan-Lin
    Zhang, Yang
    Guo, Yu-Chen
    Yang, Zi-Hao
    Xu, Yue-Chao
    BIOMED RESEARCH INTERNATIONAL, 2020, 2020
  • [24] Prognostic signature construction of energy metabolism-related genes in pancreatic cancer
    Liu, Hao
    Zhang, Jianhua
    Wei, Chaoguang
    Liu, Zhao
    Zhou, Wei
    Yang, Pan
    Gong, Yifu
    Zhao, Yuxiang
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [25] Prognostic significance of copper metabolism-related genes as risk markers in bladder urothelial carcinoma
    Zhang, Jiamo
    Yang, Houwei
    Zhang, Xuan
    Chen, Jiangchuan
    Luo, Huaming
    Li, Changlong
    Chen, Xin
    NUCLEOSIDES NUCLEOTIDES & NUCLEIC ACIDS, 2024,
  • [26] Seven Fatty Acid Metabolism-Related Genes as Potential Biomarkers for Predicting the Prognosis and Immunotherapy Responses in Patients with Esophageal Cancer
    Guo, Ya
    Pan, Shupei
    Ke, Yue
    Pan, Jiyuan
    Li, Yuxing
    Ma, Hongbing
    VACCINES, 2022, 10 (10)
  • [27] Fatty acid metabolism-related lncRNA prognostic signature for serous ovarian carcinoma
    Ye, Lele
    Jiang, Zhuofeng
    Zheng, Mengxia
    Pan, Kan
    Lian, Jingru
    Ju, Bing
    Liu, Xuefei
    Tang, Sangsang
    Guo, Gangqiang
    Zhang, Songfa
    Hong, Xin
    Lu, Weiguo
    EPIGENOMICS, 2024, 16 (05) : 309 - 329
  • [28] Identification of a Prognostic Model Based on Fatty Acid Metabolism-Related Genes of Head and Neck Squamous Cell Carcinoma
    Du, Peiyu
    Chai, Yue
    Zong, Shimin
    Yue, Jianxin
    Xiao, Hongjun
    FRONTIERS IN GENETICS, 2022, 13
  • [29] Prediction of the immunological and prognostic value of five signatures related to fatty acid metabolism in patients with cervical cancer
    Zeng, Qiongjing
    Jiang, Huici
    Lu, Fang
    Fu, Mingxu
    Bi, Yingying
    Zhou, Zengding
    Cheng, Jiajing
    Qin, Jinlong
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [30] Prognostic value of lipid metabolism-related genes and serum ApoA1 in patients with NSCLC.
    Lu, Ping
    Xiong, Lingyi
    Zhang, Ziyue
    Ma, Yifei
    Liang, Xin
    Zhang, Xiangchen
    Xu, Hongli
    Yin, Zhucheng
    Wei, Shaozhong
    Xiong, Zhiguo
    Liang, Xinjun
    JOURNAL OF CLINICAL ONCOLOGY, 2022, 40 (16)