应用孟德尔随机化方法探讨CX3CL1与前列腺癌预后的因果关系。

IF 2.9 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM
Weisheng Li, Baoguo Xia, Weixin Chu, Likui Lu, Xuedong Liu
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引用次数: 0

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,但人们对其病因知之甚少,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展和结局中发挥作用。方法:从21758名欧洲人后裔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UK Biobank获得三个PCa GWAS数据集的汇总数据:ieu-b-4809(9,132例,173,493例对照),ukb-b-1392(7,847例,455,163例对照)和ukb-d- c3_前列腺(6,321例,354,873例对照)。孟德尔随机化(MR)首次用于评估CX3CL1与PCa之间的因果关系。然后进行了一项荟萃分析,以评估总体遗传预测风险。最后,通过基因表达数据、免疫细胞浸润谱、生存分析和单细胞测序进一步探讨CX3CL1对PCa的影响。结果:双样本孟德尔随机化分析显示CX3CL1与PCa风险呈负相关。随后的荟萃分析支持CX3CL1水平与PCa风险之间一致的反向因果关系。进一步分析发现,与正常组织相比,CX3CL1在肿瘤组织中的表达明显下调,且与免疫细胞浸润呈正相关。较低的CX3CL1表达也与PCa患者的预后较差有关。此外,单细胞测序显示,与肿瘤微环境中的其他细胞群相比,CX3CL1在癌细胞中的表达明显降低。结论:本研究表明,基因预测的CX3CL1水平与前列腺癌风险呈负相关。使用公共数据库的进一步分析显示,PCa细胞中CX3CL1表达降低与免疫细胞浸润降低相关,这可能导致预后较差。这些发现表明,CX3CL1可能作为预测PCa风险和患者预后的潜在生物标志物,并且针对CX3CL1的免疫治疗策略可以为PCa患者提供治疗益处。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring the causal relationship between CX3CL1 and prostate cancer prognosis using Mendelian randomization.

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.

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来源期刊
Discover. Oncology
Discover. Oncology Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
2.40
自引率
9.10%
发文量
122
审稿时长
5 weeks
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