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
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