Wang Yong, Liu Zongkai, Liu Wenjia, Sun Ying, Liu Zhaidong
Department of First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, 250014, China.
Department of Oncology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, 250355, China.
Biol Proced Online. 2025 Mar 18;27(1):10. doi: 10.1186/s12575-025-00273-6.
Gastric cancer (GC) is one of the most prevalent malignancies in the world. Most patients are diagnosed at advanced stages of the disease, primarily attributable to the insidious nature of early symptoms and the infrequent occurrence of routine screening. Further biomarkers are still needed for more comprehensive analysis, targeted prognostication, and effective treatment strategies. Plasma proteins are promising biomarkers and potential drug targets in GC. This study aims to identify potential therapeutic targets for GC by conducting a comprehensive proteome-wide Mendelian randomization (MR) and colocalization analyses.
Plasma proteins were obtained from the UK Biobank Pharma Proteomics Project (UKB-PPP), including Genome-Wide Association Study(GWAS)data of 1463 plasma proteins. Genetic associations with cancer were derived from the European Bioinformatics Institute (EBI) database, including 1029 patients and 475,087 controls (dataset: ebi-a-gcst90018849). MR analysis was conducted to assess the association between plasma proteins and the risk of developing cancer. Additionally, colocalization analysis was employed to investigate whether the identified proteins and gastric cancer exhibited shared incidental variants. Finally, using the extensive Finnish database in the R9 version, the potential harmful effects of target proteins on the treatment of gastric cancer were explored through the whole phenomenon association study (PheWAS).
The results showed that 15 proteins may be associated with the risk of gastric cancer, and one protein is expected to become a therapeutic target for gastric cancer. There was a positive genetic association between plasma levels of 11 proteins and increased GC risk, while 4 proteins exhibited an inverse association with GC risk (P < 0.05). Colocalization analysis revealed that PPCDC and GC exhibited shared genetic loci among the 15 proteins examined, indicating that PPCDC may serve as potential direct target for intervention in GC. Further phenotype wide association studies showed that PPCDC (P < 0.05) could be associated with certain potential side effects.
Our research examined the causal relationship between plasma proteins and gastric cancer, shedding light on potential therapeutic targets. These findings have significant implications for the development of early diagnostic markers and targeted therapies for GC, potentially improving patient outcomes and survival rates. Future studies should validate these findings in diverse populations and explore the clinical applications of these targets.
胃癌(GC)是世界上最常见的恶性肿瘤之一。大多数患者在疾病晚期才被诊断出来,这主要归因于早期症状的隐匿性以及常规筛查的不频繁。仍需要进一步的生物标志物用于更全面的分析、靶向预后和有效的治疗策略。血浆蛋白是胃癌中有前景的生物标志物和潜在的药物靶点。本研究旨在通过进行全面的全蛋白质组孟德尔随机化(MR)和共定位分析来确定胃癌的潜在治疗靶点。
血浆蛋白取自英国生物银行药物蛋白质组学项目(UKB-PPP),包括1463种血浆蛋白的全基因组关联研究(GWAS)数据。与癌症的遗传关联来自欧洲生物信息学研究所(EBI)数据库,包括1029例患者和475,087例对照(数据集:ebi-a-gcst90018849)。进行MR分析以评估血浆蛋白与患癌风险之间的关联。此外,采用共定位分析来研究已鉴定的蛋白质与胃癌是否表现出共享的偶然变异。最后,使用R9版本中的芬兰广泛数据库,通过全现象关联研究(PheWAS)探索目标蛋白对胃癌治疗的潜在有害影响。
结果表明,15种蛋白质可能与胃癌风险相关,其中一种蛋白质有望成为胃癌的治疗靶点。11种蛋白质的血浆水平与胃癌风险增加之间存在正遗传关联,而4种蛋白质与胃癌风险呈负相关(P < 0.05)。共定位分析显示,在所检测的15种蛋白质中,PPCDC与胃癌表现出共享的基因座,表明PPCDC可能作为胃癌干预的潜在直接靶点。进一步的表型全关联研究表明,PPCDC(P < 0.05)可能与某些潜在的副作用相关。
我们的研究探讨了血浆蛋白与胃癌之间的因果关系,揭示了潜在的治疗靶点。这些发现对胃癌早期诊断标志物和靶向治疗的开发具有重要意义,可能改善患者的预后和生存率。未来的研究应在不同人群中验证这些发现,并探索这些靶点的临床应用。