Establishment and Validation of a Novel Risk Score for Hepatocellular Carcinoma Based on Bile Acid and Bile Salt Metabolism-Related Genes

被引:3
|
作者
Shi, Qingmiao [1 ]
Yuan, Xin [1 ]
Xue, Chen [1 ]
Gu, Xinyu [1 ]
Li, Lanjuan [1 ]
机构
[1] Zhejiang Univ, Affiliated Hosp 1, Collaborat Innovat Ctr Diag & Treatment Infect Dis, Natl Clin Res Ctr Infect Dis,Natl Med Ctr Infect D, Hangzhou 310003, Peoples R China
基金
中国国家自然科学基金;
关键词
hepatocellular carcinoma; bile acid; risk model; prognosis; tumor microenvironment; immunotherapy; CANCER STATISTICS; EXPRESSION; PROGNOSIS;
D O I
10.3390/ijms24108597
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Liver cancer is a public disease burden with an increasing incidence rate globally. Bile acid and bile salt's metabolic pathways participate in liver tumorigenesis and regulate the tumor microenvironment. However, there still remains a lack of systematic analysis of the genes related to bile acid and bile salt metabolic pathways in hepatocellular carcinoma (HCC). The mRNA expression data and clinical follow-up information of patients with HCC were obtained from public databases, including The Cancer Genome Atlas, Hepatocellular Carcinoma Database, Gene Expression Omnibus, and IMvigor210. The bile acid and bile salt metabolism-related genes were extracted from Molecular Signatures Database. Univariate Cox and logistic least absolute shrinkage and selection operator regression analyses were conducted to establish the risk model. Single sample gene set enrichment analysis, Estimation of STromal and Immune cells in MAlignant Tumour tissues using Expression data, and Tumor Immune Dysfunction and Exclusion were adopted to analyze immune status. The efficiency of the risk model was tested using a decision tree and a nomogram. We determined two molecular subtypes based on bile acid and bile salt metabolism-related genes, with the prognosis of the S1 subtype being markedly superior to the S2 subtype. Next, we established a risk model based on the differentially expressed genes between the two molecular subtypes. The high-risk and low-risk groups showed significant differences in the biological pathways, immune score, immunotherapy response, and drug susceptibility. Our results demonstrated the good predictive performance of the risk model in immunotherapy datasets and established that it could be an essential factor affecting the prognosis of HCC. In conclusion, we identified two molecular subtypes based on bile acid and bile salt metabolism-related genes. The risk model established in our study could effectively predict the prognosis of patients with HCC and their immunotherapeutic response, which may contribute to targeted immunotherapy in HCC.
引用
收藏
页数:17
相关论文
共 50 条
  • [31] Development and Clinical Validation of a Novel 5 Gene Signature Based on Fatty Acid Metabolism-Related Genes in Oral Squamous Cell Carcinoma
    Fan, Yi
    Wang, Jing
    Wang, Yaping
    Li, Yanni
    Wang, Sijie
    Weng, Yanfeng
    Yang, Qiujiao
    Chen, Chen
    Lin, Lisong
    Qiu, Yu
    Wang, Jing
    Chen, Fa
    He, Baochang
    Liu, Fengqiong
    [J]. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY, 2022, 2022
  • [32] Regulation of bile acid metabolism-related signaling pathways by gut microbiota in diseases
    Jia, Er-teng
    Liu, Zhi-yu
    Pan, Min
    Lu, Jia-feng
    Ge, Qin-yu
    [J]. JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE B, 2019, 20 (10): : 781 - 792
  • [33] Dynamic oral administration of uridine affects the diurnal rhythm of bile acid and cholesterol metabolism-related genes in mice
    Zhang, Ke
    Liu, Yi-lin
    Zhang, Yumei
    Zhang, Juan
    Deng, Zeyuan
    Wu, Xin
    Yin, Yulong
    [J]. BIOLOGICAL RHYTHM RESEARCH, 2019, 50 (04) : 543 - 552
  • [34] A Novel Metabolism-Related Signature as a Candidate Prognostic Biomarker for Hepatocellular Carcinoma
    Wang, Zhihao
    Embaye, Kidane Siele
    Yang, Qing
    Qin, Lingzhi
    Zhang, Chao
    Liu, Liwei
    Zhan, Xiaoqian
    Zhang, Fengdi
    Wang, Xi
    Qin, Shenghui
    [J]. JOURNAL OF HEPATOCELLULAR CARCINOMA, 2021, 8 : 119 - 132
  • [35] Prognostic Implication of a Novel Metabolism-Related Gene Signature in Hepatocellular Carcinoma
    Yuan, Chaoyan
    Yuan, Mengqin
    Chen, Mingqian
    Ouyang, Jinhua
    Tan, Wei
    Dai, Fangfang
    Yang, Dongyong
    Liu, Shiyi
    Zheng, Yajing
    Zhou, Chenliang
    Cheng, Yanxiang
    [J]. FRONTIERS IN ONCOLOGY, 2021, 11
  • [36] Bile salt (glycochenodeoxycholate acid) induces cell survival and chemoresistance in hepatocellular carcinoma
    Wang, Chengzhi
    Yang, Manyi
    Zhao, Jinfeng
    Li, Xia
    Xiao, Xiangcheng
    Zhang, Yang
    Jin, Xin
    Liao, Mingmei
    [J]. JOURNAL OF CELLULAR PHYSIOLOGY, 2019, 234 (07) : 10899 - 10906
  • [37] Prognostic Score-based Clinical Factors and Metabolism-related Biomarkers for Predicting the Progression of Hepatocellular Carcinoma
    Yan, Jia
    Shu, Ming
    Li, Xiang
    Yu, Hua
    Chen, Shuhuai
    Xie, Shujie
    [J]. EVOLUTIONARY BIOINFORMATICS, 2020, 16
  • [38] Comprehensive Analysis of the Expression and Prognosis for Lipid Metabolism-Related Genes in Hepatocellular Carcinoma
    Fan, Wen-Jie
    Ding, Hao
    Chen, Xiang-Xun
    Yang, Lin
    [J]. SOUTH ASIAN JOURNAL OF CANCER, 2023, 12 (02) : 126 - 134
  • [39] Construction and validation of a novel prognostic signature for uveal melanoma based on five metabolism-related genes
    Zhao, Han
    Chen, Yun
    Shen, Peijun
    Gong, Lan
    [J]. MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2021, 18 (06) : 8045 - 8063
  • [40] A prognostic risk model, tumor immune environment modulation, and drug prediction of ferroptosis and amino acid metabolism-related genes in hepatocellular carcinoma
    Lina Ji
    Qianqian Zhang
    Yumeng Cao
    Lixin Liu
    [J]. Human Cell, 2023, 36 : 1173 - 1189