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利用孟德尔随机化探索CX3CL1与前列腺癌预后之间的因果关系。

Exploring the causal relationship between CX3CL1 and prostate cancer prognosis using Mendelian randomization.

作者信息

Li Weisheng, Xia Baoguo, Chu Weixin, Lu Likui, Liu Xuedong

机构信息

Department of Gynecology, Qingdao Municipal Hospital, University of Health and Rehabilitation Sciences, Qingdao, 266000, People's Republic of China.

Department of Obstetrics and Gynecology, the First Affiliated Hospital of Anhui Medical University, Hefei, 230000, People's Republic of China.

出版信息

Discov Oncol. 2025 Jun 22;16(1):1175. doi: 10.1007/s12672-025-03001-4.

Abstract

BACKGROUND

Prostate cancer (PCa) is a common cancer in men, making up about 21% of male cancer cases worldwide. Although prostate cancer is common, little is known about its causes, which makes treatment more difficult. Studies suggest that immunity and inflammation are linked to prostate cancer. This study explores whether inflammatory mediators play a role in its development and outcome.

METHODS

Single-nucleotide polymorphisms (SNPs) associated with CX3CL1 expression (GWAS ID: ebi-a-GCST90012074) were identified from a genome-wide association study (GWAS) of 21,758 individuals of European descent. Summary-level data from three PCa GWAS datasets were obtained from the UK Biobank: ieu-b-4809 (9,132 cases and 173,493 controls), ukb-b-1392 (7,847 cases and 455,163 controls), and ukb-d-C3_PROSTATE (6,321 cases and 354,873 controls). Mendelian randomization (MR) was first used to assess the causal relationship between CX3CL1 and PCa. A meta-analysis was then conducted to evaluate the overall genetically predicted risk. Finally, the impact of CX3CL1 on PCa was further explored using gene expression data, immune cell infiltration profiles, survival analysis, and single-cell sequencing.

RESULTS

Two-sample Mendelian randomization analysis indicated that CX3CL1 was inversely associated with PCa risk. The subsequent meta-analysis supported a consistent inverse causal relationship between CX3CL1 levels and PCa risk. Further analysis showed that CX3CL1 expression was significantly downregulated in tumor tissues compared with normal tissues, and was positively correlated with immune cell infiltration. Lower CX3CL1 expression was also associated with poorer prognosis in PCa patients. In addition, single-cell sequencing revealed that CX3CL1 expression was markedly reduced in cancer cells compared with other cell populations within the tumor microenvironment.

CONCLUSION

This study demonstrated that genetically predicted CX3CL1 levels are inversely associated with PCa risk. Further analysis using public databases showed that reduced CX3CL1 expression in PCa cells is associated with lower immune cell infiltration, which may contribute to poorer prognosis. These findings suggest that CX3CL1 may serve as a potential biomarker for predicting PCa risk and patient outcomes and that immunotherapy strategies targeting CX3CL1 could offer therapeutic benefits for PCa patients.

摘要

背景

前列腺癌(PCa)是男性常见的癌症,约占全球男性癌症病例的21%。尽管前列腺癌很常见,但其病因却知之甚少,这使得治疗更加困难。研究表明,免疫和炎症与前列腺癌有关。本研究探讨炎症介质是否在其发生发展及预后中起作用。

方法

从一项对21758名欧洲血统个体进行的全基因组关联研究(GWAS)中,鉴定出与CX3CL1表达相关的单核苷酸多态性(SNP)(GWAS ID:ebi-a-GCST90012074)。从英国生物银行获得了三个前列腺癌GWAS数据集的汇总数据:ieu-b-4809(9132例病例和173493例对照)、ukb-b-1392(7847例病例和455163例对照)以及ukb-d-C3_PROSTATE(6321例病例和354873例对照)。首先使用孟德尔随机化(MR)来评估CX3CL1与前列腺癌之间的因果关系。然后进行荟萃分析以评估总体遗传预测风险。最后,利用基因表达数据、免疫细胞浸润谱、生存分析和单细胞测序进一步探讨CX3CL1对前列腺癌的影响。

结果

两样本孟德尔随机化分析表明,CX3CL1与前列腺癌风险呈负相关。随后的荟萃分析支持了CX3CL1水平与前列腺癌风险之间一致的反向因果关系。进一步分析表明,与正常组织相比,肿瘤组织中CX3CL1表达显著下调,且与免疫细胞浸润呈正相关。CX3CL1表达较低也与前列腺癌患者较差的预后相关。此外,单细胞测序显示,与肿瘤微环境中的其他细胞群体相比,癌细胞中CX3CL1表达明显降低。

结论

本研究表明,遗传预测的CX3CL1水平与前列腺癌风险呈负相关。使用公共数据库进行的进一步分析表明,前列腺癌细胞中CX3CL1表达降低与免疫细胞浸润减少有关,这可能导致较差的预后。这些发现表明,CX3CL1可能作为预测前列腺癌风险和患者预后的潜在生物标志物,并且针对CX3CL1的免疫治疗策略可能为前列腺癌患者带来治疗益处。

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