{"title":"利用蛋白质组学和孟德尔随机化确定肝细胞癌的治疗靶点。","authors":"Weixiong Zhu, Chuanlei Fan, Bo Liu, Jianqi Qin, Aodong Fan, Zengxi Yang, Hui Zhang, Wence Zhou","doi":"10.1111/jgh.16785","DOIUrl":null,"url":null,"abstract":"<p><strong>Background and aim: </strong>Hepatocellular 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.</p><p><strong>Methods: </strong>Pooling 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.</p><p><strong>Results: </strong>In 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.</p><p><strong>Conclusions: </strong>This 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.</p>","PeriodicalId":15877,"journal":{"name":"Journal of Gastroenterology and Hepatology","volume":" ","pages":""},"PeriodicalIF":3.7000,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Therapeutic targets for hepatocellular carcinoma identified using proteomics and Mendelian randomization.\",\"authors\":\"Weixiong Zhu, Chuanlei Fan, Bo Liu, Jianqi Qin, Aodong Fan, Zengxi Yang, Hui Zhang, Wence Zhou\",\"doi\":\"10.1111/jgh.16785\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background and aim: </strong>Hepatocellular 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.</p><p><strong>Methods: </strong>Pooling 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.</p><p><strong>Results: </strong>In 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.</p><p><strong>Conclusions: </strong>This 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.</p>\",\"PeriodicalId\":15877,\"journal\":{\"name\":\"Journal of Gastroenterology and Hepatology\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.7000,\"publicationDate\":\"2024-10-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Gastroenterology and Hepatology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1111/jgh.16785\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"GASTROENTEROLOGY & HEPATOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Gastroenterology and Hepatology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1111/jgh.16785","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"GASTROENTEROLOGY & HEPATOLOGY","Score":null,"Total":0}
Therapeutic targets for hepatocellular carcinoma identified using proteomics and Mendelian randomization.
Background and aim: Hepatocellular 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.
Methods: Pooling 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.
Results: In 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.
Conclusions: This 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.
期刊介绍:
Journal of Gastroenterology and Hepatology is produced 12 times per year and publishes peer-reviewed original papers, reviews and editorials concerned with clinical practice and research in the fields of hepatology, gastroenterology and endoscopy. Papers cover the medical, radiological, pathological, biochemical, physiological and historical aspects of the subject areas. All submitted papers are reviewed by at least two referees expert in the field of the submitted paper.