Identification of Novel Protein Biomarkers for Intrahepatic Cholangiocarcinoma by Integrating Human Plasma Proteome with Genome.

IF 1.6 Q4 ONCOLOGY
Yu-Sen Chen, Wei-Bang Yang, Yi-Hu Li, Jin-Yang Xu, Yu-Xuan Wei, Si-Min Huang, Xiao-Feng Jiang, Jian-Hui Li
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引用次数: 0

Abstract

Background: The proteome serves as a key source for the discovery of therapeutic targets. This study utilized proteome-wide Mendelian randomization (MR) to identify protein biomarkers potentially associated with intrahepatic cholangiocarcinoma (ICC).

Methods: We derived protein quantitative trait loci (pQTLs) from the deCODE plasma proteome GWAS and genetic ICC associations from a European meta-analysis. Proteome-wide MR identified candidate proteins linked to ICC risk. Expression of MR-identified biomarkers in the plasma of ICC patients was detected by ELISA. ScRNA-seq analysis detected the specific cell type with enrichment expression. Prognostic and diagnostic evaluations in ICC of these proteins were performed using samples derived from TCGA and GTEx databases.

Results: MR analysis genetically predicted 5 proteins were associated with ICC risk (STX12, A2M, CD163, CXADR and FOXJ2). The results of the MR analysis for the five identified targets were consistent with the measured plasma concentrations of these targets in ICC patients and healthy volunteers. The differential RNA-seq analysis between tumor and adjacent normal tissues showed that STX12 was expressed at higher levels in tumor tissues, while A2M, CXADR, CD163, and FOXJ2 were expressed at higher levels in adjacent normal tissues. ScRNA-seq analysis revealed that these protein-coding genes are mainly expressed in TAMs, TEC, HPC-like cells and malignant cells in ICC tumor tissue. Prognosis analysis showed higher CXADR expression correlated with longer OS in CHOL (P = 0.041). The AUC for A2M, CD163, CXADR, FOXJ2, and STX12 were 0.975, 0.705, 0.917, 0.997, and 0.956, respectively.

Conclusion: This study represents the first Proteome-MR analysis of ICC, revealing its complex genetic architecture and identifying five novel blood proteins with potential causal links to the disease. Through proteome-MR analysis, scRNA-seq analysis, and diagnostic-prognostic evaluation using TCGA and GTEx databases, these proteins were assessed as promising therapeutic and diagnostic targets. The findings provide a theoretical foundation for future ICC treatment strategies.

整合人血浆蛋白质组与基因组鉴定肝内胆管癌新蛋白生物标志物。
背景:蛋白质组是发现治疗靶点的关键来源。本研究利用全蛋白质组孟德尔随机化(MR)来鉴定可能与肝内胆管癌(ICC)相关的蛋白质生物标志物。方法:我们从deCODE血浆蛋白质组GWAS和欧洲荟萃分析的遗传ICC关联中获得蛋白质数量性状位点(pQTLs)。蛋白质组级MR鉴定出与ICC风险相关的候选蛋白。ELISA法检测ICC患者血浆中mr鉴定的生物标志物的表达。ScRNA-seq分析检测到具有富集表达的特定细胞类型。使用来自TCGA和GTEx数据库的样本对这些蛋白的ICC进行预后和诊断评估。结果:MR分析遗传预测了5种与ICC风险相关的蛋白(STX12、A2M、CD163、CXADR和FOXJ2)。在ICC患者和健康志愿者中,核磁共振分析的结果与检测到的5个目标的血浆浓度一致。肿瘤与邻近正常组织差异RNA-seq分析显示,STX12在肿瘤组织中表达水平较高,而A2M、CXADR、CD163、FOXJ2在邻近正常组织中表达水平较高。ScRNA-seq分析显示,这些蛋白编码基因主要在ICC肿瘤组织的tam、TEC、hpc样细胞和恶性细胞中表达。预后分析显示,高表达的CXADR与较长的生存期相关(P = 0.041)。A2M、CD163、CXADR、FOXJ2、STX12的AUC分别为0.975、0.705、0.917、0.997、0.956。结论:这项研究首次对ICC进行了蛋白质组- mr分析,揭示了其复杂的遗传结构,并确定了与该疾病有潜在因果关系的五种新的血液蛋白。通过蛋白质组- mr分析、scRNA-seq分析以及TCGA和GTEx数据库的诊断-预后评估,这些蛋白被评估为有希望的治疗和诊断靶点。研究结果为今后的ICC治疗策略提供了理论基础。
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来源期刊
CiteScore
3.80
自引率
0.00%
发文量
121
期刊介绍: The Journal of Gastrointestinal Cancer is a multidisciplinary medium for the publication of novel research pertaining to cancers arising from the gastrointestinal tract.The journal is dedicated to the most rapid publication possible.The journal publishes papers in all relevant fields, emphasizing those studies that are helpful in understanding and treating cancers affecting the esophagus, stomach, liver, gallbladder and biliary tree, pancreas, small bowel, large bowel, rectum, and anus. In addition, the Journal of Gastrointestinal Cancer publishes basic and translational scientific information from studies providing insight into the etiology and progression of cancers affecting these organs. New insights are provided from diverse areas of research such as studies exploring pre-neoplastic states, risk factors, epidemiology, genetics, preclinical therapeutics, surgery, radiation therapy, novel medical therapeutics, clinical trials, and outcome studies.In addition to reports of original clinical and experimental studies, the journal also publishes: case reports, state-of-the-art reviews on topics of immediate interest or importance; invited articles analyzing particular areas of pancreatic research and knowledge; perspectives in which critical evaluation and conflicting opinions about current topics may be expressed; meeting highlights that summarize important points presented at recent meetings; abstracts of symposia and conferences; book reviews; hypotheses; Letters to the Editors; and other items of special interest, including:Complex Cases in GI Oncology:  This is a new initiative to provide a forum to review and discuss the history and management of complex and involved gastrointestinal oncology cases. The format will be similar to a teaching case conference where a case vignette is presented and is followed by a series of questions and discussion points. A brief reference list supporting the points made in discussion would be expected.
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