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整合血浆蛋白质组与基因组揭示结直肠癌新的蛋白质生物标志物。

Integrating plasma proteome with genome reveals novel protein biomarkers in colorectal cancer.

作者信息

Ye Changchun, Xia Leizhou, Gong Ruimin, Chang Jingbo, Sun Qi, Xu Jiaxi, Li Fanni

机构信息

Department of General Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.

Department of General Surgery, Affiliated People's Hospital, Jiangsu University, Zhenjiang, China.

出版信息

Clin Transl Oncol. 2025 Feb;27(2):567-579. doi: 10.1007/s12094-024-03616-z. Epub 2024 Jul 17.

Abstract

BACKGROUND

Biomarkers for colorectal cancer (CRC) can complement population screening methods, but so far, few plasma proteins have been identified as biomarkers for CRC. This study aims to identify potential protein biomarkers and therapeutic targets for CRC within the proteome range.

METHODS

We extracted summary-level data of circulating protein from 7 published genome-wide association studies (GWASs) of plasma proteome for Mendelian randomization (MR), summary-data-based MR (SMR), and co-localization analyses to screen and validate proteins with causal effects in CRC. In addition, we further conducted druggability evaluation, prognosis analysis at the transcriptional level, and enrichment expression at the single-cell level, highlighting the important role of these plasma protein biomarkers in CRC.

RESULTS

We identified 117 plasma protein biomarkers associated with CRC risk, with 9 proteins showing stronger genetic correlations in Bayesian co-localization (PP.H4 > 0.70). Further, we found 26 protein-coding genes already used in targeted drug development and may potentially become therapeutic targets for CRC. In prognosis analysis, the encoding genes of plasma proteins exhibited consistent effects with MR analysis and can serve as prognostic biomarkers for CRC. Additionally, we also found that the differentially expressed proteins are mainly expressed in fibroblasts, endothelial cells, macrophages, and T cells.

CONCLUSION

Our study has identified plasma protein biomarkers associated with CRC risk, which may complement population screening methods for CRC and achieve more precise treatment for patients.

摘要

背景

结直肠癌(CRC)的生物标志物可补充人群筛查方法,但迄今为止,很少有血浆蛋白被确定为CRC的生物标志物。本研究旨在在蛋白质组范围内确定CRC的潜在蛋白质生物标志物和治疗靶点。

方法

我们从7项已发表的血浆蛋白质组全基因组关联研究(GWAS)中提取循环蛋白的汇总水平数据,用于孟德尔随机化(MR)、基于汇总数据的MR(SMR)和共定位分析,以筛选和验证在CRC中具有因果效应的蛋白质。此外,我们进一步进行了药物可及性评估、转录水平的预后分析和单细胞水平的富集表达分析,突出了这些血浆蛋白生物标志物在CRC中的重要作用。

结果

我们鉴定出117种与CRC风险相关的血浆蛋白生物标志物,其中9种蛋白在贝叶斯共定位中显示出更强的遗传相关性(PP.H4 > 0.70)。此外,我们发现26个已用于靶向药物开发的蛋白质编码基因,可能成为CRC的治疗靶点。在预后分析中,血浆蛋白的编码基因表现出与MR分析一致的效应,可作为CRC的预后生物标志物。此外,我们还发现差异表达蛋白主要在成纤维细胞、内皮细胞、巨噬细胞和T细胞中表达。

结论

我们的研究确定了与CRC风险相关的血浆蛋白生物标志物,这可能补充CRC的人群筛查方法,并为患者实现更精准的治疗。

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