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利用蛋白质组学和孟德尔随机化确定的肝细胞癌治疗靶点。

Therapeutic targets for hepatocellular carcinoma identified using proteomics and Mendelian randomization.

作者信息

Zhu Weixiong, Fan Chuanlei, Liu Bo, Qin Jianqi, Fan Aodong, Yang Zengxi, Zhang Hui, Zhou Wence

机构信息

The Second Hospital and Clinical Medical School, Lanzhou University, Lanzhou, China.

Department of General Surgery, The Second Hospital of Lanzhou University, Lanzhou, China.

出版信息

J Gastroenterol Hepatol. 2025 Jan;40(1):282-293. doi: 10.1111/jgh.16785. Epub 2024 Oct 30.

Abstract

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.

摘要

背景与目的

肝细胞癌(HCC)是一种严重的恶性肿瘤,发病率和死亡率不断上升,预后不佳。基因 - 蛋白质关联的揭示为探索新的治疗靶点提供了途径。

方法

整合血浆蛋白质组学数据(7项已发表的全基因组关联研究)和HCC数据(DeCODE队列),我们应用孟德尔随机化方法识别潜在的药物靶点,并在芬兰基因队列和英国生物银行中进一步验证。随后,对这组蛋白质的潜在关联进行共定位和基于汇总数据的孟德尔随机化分析。此外,通过KEGG通路分析、单细胞测序、蛋白质 - 蛋白质相互作用(PPI)以及DGIdb、ChEMBL和DrugBank数据库分析深入研究富集信息通路,确定表达富集的特定细胞类型,识别相互作用的蛋白质,最后评估药物可及性。

结果

总之,10种蛋白质的水平与HCC风险相关。组织因子途径抑制物2(TFPI2)水平升高以及乙醛脱氢酶1A1(ALDH1A1)、细胞角蛋白18(KRT18)、含血小板反应蛋白基序的金属蛋白酶13(ADAMTS13)、T细胞免疫球蛋白和粘蛋白结构域蛋白4(TIMD4)、硒结合蛋白1(SCLY)、富含组氨酸的糖蛋白12(HRSP12)、肿瘤坏死因子α诱导蛋白6(TNFAIP6)、甲川四氢叶酸环化水解酶(FTCD)和二氢蝶啶还原酶(DDC)水平降低与HCC风险增加相关。值得注意的是,HRSP12的证据最为确凿。这些基因主要在HCC肿瘤微环境中的特定细胞类型中表达。此外,复杂的蛋白质 - 蛋白质相互作用,涉及关键参与者如ALDH1A1和RIDA、ALDH1A1和DDC以及ALDH1A1和KRT18,对氨基酸代谢和多巴胺能神经发生途径有显著贡献。诸如ALDH1A1、KRT18、TFPI2和DDC等蛋白质是HCC治疗和更广泛癌症药物开发的有前景的靶点。靶向这些蛋白质在推进HCC治疗策略方面具有巨大潜力。

结论

本研究确定了10种与HCC风险相关的蛋白质生物标志物,为其病因学提供了新的视角,并为HCC蛋白质标志物和治疗药物的筛选提供了有前景的途径。

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