Therapeutic targets for hepatocellular carcinoma identified using proteomics and Mendelian randomization

被引:1
|
作者
Zhu, Weixiong [1 ,2 ,3 ]
Fan, Chuanlei [4 ]
Liu, Bo [1 ,2 ,3 ]
Qin, Jianqi [1 ,2 ,3 ]
Fan, Aodong [1 ,2 ,3 ]
Yang, Zengxi [1 ,2 ,3 ]
Zhang, Hui [1 ,2 ,3 ]
Zhou, Wence [1 ,2 ,3 ]
机构
[1] Lanzhou Univ, Hosp 2, Lanzhou, Peoples R China
[2] Lanzhou Univ, Clin Med Sch, Lanzhou, Peoples R China
[3] Second Hosp Lanzhou Univ, Dept Gen Surg, Lanzhou, Peoples R China
[4] Jiangxi Prov Univ Tradit Chinese Med, Nanchang Cent Hosp, Nanchang 330000, Peoples R China
基金
中国国家自然科学基金;
关键词
drug target; enrichment pathway analysis; hepatocellular carcinoma; proteome-wide Mendelian randomization; single-cell-type expression analysis; METHYLATION; INHIBITOR; PROTEINS;
D O I
10.1111/jgh.16785
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Background and AimHepatocellular carcinoma (HCC) emerges as a formidable malignancy marked by elevated morbidity and mortality rates, coupled with a dismal prognosis. The revelation of gene-protein associations has presented an avenue for the exploration of novel therapeutic targets.MethodsPooling plasma proteomic data (seven published GWAS) and HCC data (DeCODE cohort), we applied MR to identify potential drug targets, which were further validated in the FinnGen cohort and UK Biobank. Subsequent colocalization and summary-data-based Mendelian randomization analyses were performed for potential associations of this set of proteins. In addition, enrichment information pathways were investigated in depth by KEGG pathway analysis, single-cell sequencing, PPI and DGIdb, ChEMBL, and DrugBank database analyses, specific cell types enriched for expression were identified, interacting proteins were identified, and finally, druggability was assessed.ResultsIn summary, the levels of 10 proteins are linked to HCC risk. Elevated levels of TFPI2 as well as decreased levels of ALDH1A1, KRT18, ADAMTS13, TIMD4, SCLY, HRSP12, TNFAIP6, FTCD, and DDC are associated with increased HCC risk. Notably, HRSP12 show the strongest evidence. These genes are primarily expressed in specific cell types within the HCC TME. Moreover, intricate protein-protein interactions, involving key players like ALDH1A1 and RIDA, ALDH1A1 and DDC, and ALDH1A1 and KRT18, contribute significantly to the amino acid metabolism and dopaminergic neurogenesis pathway. Proteins such as ALDH1A1, KRT18, TFPI2, and DDC are promising targets for HCC therapy and broader cancer drug development. Targeting these proteins offers substantial potential in advancing HCC treatment strategies.ConclusionsThis research delineates 10 protein biomarkers linked to HCC risk and offers novel perspectives on its etiology, as well as promising avenues for the screening of HCC protein markers and therapeutic agents.
引用
收藏
页码:282 / 293
页数:12
相关论文
共 50 条
  • [21] Genetic insights into therapeutic targets for aortic aneurysms: A Mendelian randomization study
    Chen, Yanghui
    Xu, Xin
    Wang, Linlin
    Li, Ke
    Sun, Yang
    Xiao, Lei
    Dai, Jiaqi
    Huang, Man
    Wang, Yan
    Wang, Dao Wen
    EBIOMEDICINE, 2022, 83
  • [22] Proteome-wide Mendelian randomization and therapeutic targets for bladder cancer
    Wu, Meng-Hua
    Zhang, Min-Heng
    Hu, Xiao-Dong
    Fan, Hai-Xia
    BMC UROLOGY, 2024, 24 (01):
  • [23] Using Mendelian Randomization Studies to Assess Causality and Identify New Therapeutic Targets in Cardiovascular Medicine
    Wei Zhao
    Jung-Jin Lee
    Asif Rasheed
    Danish Saleheen
    Current Genetic Medicine Reports, 2016, 4 (4) : 207 - 212
  • [24] Systematic Mendelian randomization using the human plasma proteome to discover potential therapeutic targets for stroke
    Chen, Lingyan
    Peters, James E.
    Prins, Bram
    Persyn, Elodie
    Traylor, Matthew
    Surendran, Praveen
    Karthikeyan, Savita
    Yonova-Doing, Ekaterina
    Di Angelantonio, Emanuele
    Roberts, David J.
    Watkins, Nicholas A.
    Ouwehand, Willem H.
    Danesh, John
    Lewis, Cathryn M.
    Bronson, Paola G.
    Markus, Hugh S.
    Burgess, Stephen
    Butterworth, Adam S.
    Howson, Joanna M. M.
    NATURE COMMUNICATIONS, 2022, 13 (01)
  • [25] Utilizing systematic Mendelian randomization to identify potential therapeutic targets for mania
    Xu, Fang-Biao
    Hu, Sen
    Wang, Jing-Jing
    Wang, Xin-Zhi
    FRONTIERS IN PSYCHIATRY, 2024, 15
  • [26] PLASMA PROTEOME, METABOLOME MENDELIAN RANDOMIZATION IDENTIFIES SEPSIS THERAPEUTIC TARGETS
    Deng, Ruiming
    Huang, Guiming
    Zhou, Juan
    Zeng, Kai
    SHOCK, 2025, 63 (01): : 52 - 63
  • [27] Identification of potential drug targets for insomnia by Mendelian randomization analysis based on plasma proteomics
    Yang, Ni
    Shi, Liangyuan
    Xu, Pengfei
    Ren, Fang
    Lv, Shimeng
    Li, Chunlin
    Qi, Xianghua
    FRONTIERS IN NEUROLOGY, 2024, 15
  • [28] Comprehensive mendelian randomization analysis of plasma proteomics to identify new therapeutic targets for the treatment of coronary heart disease and myocardial infarction
    Sun, Ziyi
    Yun, Zhangjun
    Lin, Jianguo
    Sun, Xiaoning
    Wang, Qingqing
    Duan, Jinlong
    Li, Cheng
    Zhang, Xiaoxiao
    Xu, Siyu
    Wang, Zeqi
    Xiong, Xingjiang
    Yao, Kuiwu
    JOURNAL OF TRANSLATIONAL MEDICINE, 2024, 22 (01)
  • [29] Potential drug targets for asthma identified in the plasma and brain through Mendelian randomization analysis
    Wang, Yuting
    Wang, Jiaxi
    Yan, Zhanfeng
    Liu, Siming
    Xu, Wenlong
    FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [30] Novel therapeutic targets for primary open-angle glaucoma identified through multicenter proteome-wide mendelian randomization
    Yuan, Weichen
    Li, Jun
    Gao, Shang
    Sun, Wei
    Zhao, Fangkun
    FRONTIERS IN PHARMACOLOGY, 2024, 15