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全蛋白质组孟德尔随机化和单细胞测序分析确定血浆蛋白与胃癌之间的关联。

Proteome-wide Mendelian randomization and single-cell sequencing analysis identify the association between plasma proteins and gastric cancer.

作者信息

Jin Yichen, Lei Zilong, Li Peixin, Lyu Guoruiyu

机构信息

Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.

出版信息

J Gastrointest Oncol. 2024 Aug 31;15(4):1464-1474. doi: 10.21037/jgo-24-200. Epub 2024 Aug 23.

Abstract

BACKGROUND

Targeted therapy is a crucial treatment modality for advanced gastric cancer, with several targets already identified, and the exploration of new targets is important. In this study, our aim was to identify plasma proteins causally associated with gastric cancer to explore novel genetic targets for the disease.

METHODS

Firstly, we utilized protein quantitative trait loci data for 4,907 plasma proteins and genome-wide association study data for gastric cancer to conduct Mendelian randomization (MR) analyses. This was followed by summary-data-based MR analysis on the identified plasma proteins. We then analyzed single-cell sequencing data from the Gene Expression Omnibus database to describe the distribution of genes corresponding to these proteins across different stages and cell types of gastric cancer.

RESULTS

MR analysis identified 12 plasma proteins with potential causal associations with gastric cancer, among which motilin (MLN) and THSD1 passed the summary-data-based MR test. These proteins showed no evidence of pleiotropy nor heterogeneity. In single-cell sequencing analysis, , , , , and were found to be enriched in specific cell types within gastric cancer. and exhibited significant differential expression between gastric cancer and normal tissues. All the 12 genes displayed differential expression across different stages of gastric cancer.

CONCLUSIONS

Overall, our study identified several plasma proteins with potential causal relationships to gastric cancer. This provides potential candidate targets for gastric cancer research and advances our understanding of the disease's genetic foundations.

摘要

背景

靶向治疗是晚期胃癌的关键治疗方式,已有多个靶点被确定,探索新靶点具有重要意义。在本研究中,我们的目的是确定与胃癌有因果关系的血浆蛋白,以探索该疾病的新遗传靶点。

方法

首先,我们利用4907种血浆蛋白的蛋白质定量性状位点数据和胃癌的全基因组关联研究数据进行孟德尔随机化(MR)分析。随后,对鉴定出的血浆蛋白进行基于汇总数据的MR分析。然后,我们分析了来自基因表达综合数据库的单细胞测序数据,以描述这些蛋白对应的基因在胃癌不同阶段和细胞类型中的分布。

结果

MR分析确定了12种与胃癌有潜在因果关系的血浆蛋白,其中胃动素(MLN)和THSD1通过了基于汇总数据的MR检验。这些蛋白没有显示出多效性或异质性的证据。在单细胞测序分析中,发现[此处原文缺失部分内容]在胃癌的特定细胞类型中富集。[此处原文缺失部分内容]在胃癌组织和正常组织之间表现出显著的差异表达。所有12个基因在胃癌的不同阶段均表现出差异表达。

结论

总体而言,我们的研究确定了几种与胃癌有潜在因果关系的血浆蛋白。这为胃癌研究提供了潜在的候选靶点,并增进了我们对该疾病遗传基础的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af2f/11399863/593ade1eab6f/jgo-15-04-1464-f1.jpg

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