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免疫相关基因表达与结直肠癌风险:孟德尔随机化分析

Immune-related gene expression with colorectal cancer risk: a Mendelian randomization analysis.

作者信息

Tan Xin, He Wenjun, Chen Tao, Yang Weihao, Huang Donghua, Zhang Hengyi, Luo Yangyang, Lu Mengting, Zhang Zhenzhan, Ji Jianguang, Liu Hao

机构信息

Nanfang Hospital, Southern Medical University, Guangzhou, China.

Clinical Research Center, Nanfang Hospital, Southern Medical University, Guangzhou, China.

出版信息

Discov Oncol. 2025 Apr 26;16(1):617. doi: 10.1007/s12672-025-02291-y.

Abstract

BACKGROUND

The potential role of immune cells and the precise contributions of genes from various immune cells in the development of colorectal cancer (CRC) remains unclear. We aimed to investigate the potential causal relationships between specific immune cell genes and the development of CRC by performing Mendelian randomization (MR) analysis.

METHODS

The cis-expression quantitative trait loci (eQTLs) data for type-specific immune cells were used to perform MR analysis. Outcomes data were obtained from the latest Genome Wide Association Studies (GWAS), comprising 78,473 European ancestry CRC cases and 107,143 controls. A few sensitivity analyses, encompassing pleiotropy and colocalization analyses, along with the application of False Discovery Rate (FDR) correction, were carried out to mitigate potential biases.

RESULTS

A total of 395 genes were found to be associated with CRC. After FDR correction, a total of 47 genes across 14 immune cell types were identified. Notably, the FHL3 gene showed the strongest association with CRC in multiple immune cell types, including CD4 + naïve and central memory T cells (CD4NC), CD4 + T cells with an effector memory or central memory phenotype (CD4ET), CD8 + naïve and central memory T cells (CD8NC), CD8 + T cells with an effector memory phenotype (CD8ET), and NK recruiting cells (NKR). Sensitivity analyses and pleiotropy assessments excluded the bias due to weak instruments and linkage disequilibrium. Additionally, the associations were supported by strong evidence of colocalization with CRC. The expression of FHL3 in normal tissue was higher than that in the tumor tissue at the mRNA expression and single-cell levels, and low mRNA expression of FHL3 was associated with shorter survival time in CRC patients.

CONCLUSIONS

Our study provides a novel perspective on the potential causal link between the low expression of FHL3 gene and the risk of CRC. More evidence is essential to further reveal the biological mechanisms underlying this association.

摘要

背景

免疫细胞的潜在作用以及各种免疫细胞基因在结直肠癌(CRC)发生发展中的具体贡献仍不清楚。我们旨在通过进行孟德尔随机化(MR)分析来研究特定免疫细胞基因与CRC发生发展之间的潜在因果关系。

方法

使用特定类型免疫细胞的顺式表达定量性状位点(eQTLs)数据进行MR分析。结局数据来自最新的全基因组关联研究(GWAS),包括78473例欧洲血统的CRC病例和107143例对照。进行了一些敏感性分析,包括多效性和共定位分析,并应用错误发现率(FDR)校正来减轻潜在偏差。

结果

共发现395个基因与CRC相关。经过FDR校正后,在14种免疫细胞类型中总共鉴定出47个基因。值得注意的是,FHL3基因在多种免疫细胞类型中与CRC的关联最强,包括CD4 + 初始和中枢记忆T细胞(CD4NC)、具有效应记忆或中枢记忆表型的CD4 + T细胞(CD4ET)、CD8 + 初始和中枢记忆T细胞(CD8NC)、具有效应记忆表型的CD8 + T细胞(CD8ET)以及NK募集细胞(NKR)。敏感性分析和多效性评估排除了由于弱工具和连锁不平衡导致的偏差。此外,这些关联得到了与CRC共定位的有力证据支持。在mRNA表达和单细胞水平上,FHL3在正常组织中的表达高于肿瘤组织,并且FHL3的低mRNA表达与CRC患者较短的生存时间相关。

结论

我们的研究为FHL3基因低表达与CRC风险之间的潜在因果联系提供了新的视角。需要更多证据来进一步揭示这种关联背后的生物学机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/51d2/12033153/e5335e97d7fd/12672_2025_2291_Fig1_HTML.jpg

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