揭示免疫细胞和血浆代谢物在乳腺癌风险中的作用:孟德尔随机化和中介分析。

IF 2.2 4区 医学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY
Yiran Li, Yinfu Zhu, Kunxiang Gong, Yi Wang, Yinger Huang, Wenbo Hao
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引用次数: 0

摘要

背景:乳腺癌(BC)是世界范围内最常见的癌症,然而确定有效的治疗靶点仍然是一个挑战。为了了解驱动BC的生物学机制并揭示潜在的治疗策略,我们进行了全面的孟德尔随机化(MR)分析。本研究的目的是研究免疫细胞表型与BC风险之间的因果关系,重点是确定参与这些过程的中间代谢物。方法:利用公开数据库的全基因组关联研究(GWAS)数据进行MR分析,重点关注731个免疫细胞特征(n = 3757), 1400个血浆代谢物(n = 8299)和乳腺癌(n例= 6188,n对照= 182,678)。我们使用两步MR方法来检查血浆代谢物在免疫细胞- bc关系中的潜在中介作用。本研究采用方差逆加权(IVW)法作为主要方法。为了评估潜在的偏倚来源,如水平多效性和异质性,我们分别采用了MR Egger截距检验和Cochran’s Q检验。这些严谨的分析方法确保了我们研究结果的稳健性。此外,采用贝叶斯共定位方法提高了因果推理的准确性,减少了误报。结果:逆行MR分析的IVW方法揭示了20种免疫细胞特征与BC之间的因果关系。值得注意的是,我们的分析确定了三种血浆代谢物作为免疫细胞和BC之间因果关系的潜在介质。特别是香草酸甘氨酸部分介导了CD28+ CD45RA- CD8dim %CD8dim细胞与BC的关系。这表明香草酸甘氨酸可能作为一个分子链接,调节免疫细胞功能,促进BC。此外,丙酮酸与n -乙酰神经氨酸的比例表现出负介导作用,包括IgD- CD38dim AC、HLA DR对DC、CD8dim NKT %T细胞和CCR2对单核细胞。负中介意味着这种代谢物可能抑制某些免疫细胞的行为,否则会促进癌症的进展。此外,半胱氨酸二硫氨酸部分介导CD8在TD CD8br细胞和BC之间的关系,表明它参与了BC中CD8 +T细胞反应的调节。关键免疫细胞表型,如单核细胞上的CCR2(优势比,ORIVW = 0.969;95% ci: 0.943-0.996;p = 0.027), IgD- CD38dim AC细胞(ORIVW = 1.100;95% ci: 1.023-1.183;p = 0.009),因为它们在BC进展中的重要作用而被强调。结论:本研究表明香草酸甘氨酸水平、丙酮酸与n -乙酰神经胺酸比值、半胱氨酸甘氨酸二硫水平可作为降低乳腺癌风险的介质。这些发现支持了代谢途径和代谢物在癌症进展中至关重要的观点,为早期检测、治疗评估和复发预测提供了潜在的生物标志物,从而为更个性化的临床方法铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Unveiling the Role of Immune Cells and Plasma Metabolites in Breast Cancer Risk: A Mendelian Randomization and Mediation Analysis.

Background: Breast cancer (BC) is the most common cancer worldwide, yet identifying effective therapeutic targets continues to pose challenges. To understand the biological mechanisms driving BC and uncover potential therapeutic strategies, we performed a comprehensive Mendelian randomization (MR) analysis. The objective of this study is to investigate the causal relationships between immune cell phenotypes and BC risk, with a focus on identifying intermediary metabolites involved in these processes.

Methods: We conducted MR analysis using genome-wide association study (GWAS) data from publicly available databases, focusing on 731 immune cell traits (n = 3757), 1400 plasma metabolites (n = 8299), and breast cancer (n case = 6188, n control = 182,678). We used a two-step MR approach to examine the potential intermediary role of plasma metabolites in the immune cell-BC relationship. The research employs the inverse variance weighting (IVW) method as its primary approach. To assess potential sources of bias, such as horizontal pleiotropy and heterogeneity, we employed the MR Egger intercept test and the Cochran's Q test, respectively. These rigorous analytical approaches ensured the robustness of our findings. Furthermore, Bayesian colocalization was employed to enhance the accuracy of causal inference and reduce false positives.

Results: The IVW method of reverse MR analysis revealed a causal relationship between 20 immune cell traits and BC. Notably, our analysis identified three plasma metabolites as potential mediators in the causal link between immune cells and BC. In particular, vanillic acid glycine partially mediated the relationship between CD28+ CD45RA- CD8dim %CD8dim cells and BC. This suggests that vanillic acid glycine may act as a molecular link, modulating immune cell functions that contribute to BC. Additionally, the pyruvate to N-acetylneuraminate ratio exhibited negative mediation effects involving IgD- CD38dim AC, HLA DR on DC, CD8dim NKT %T cells, and CCR2 on monocytes. The negative mediation implies that this metabolite might inhibit certain immune cell behaviors that would otherwise promote cancer progression. Furthermore, cysteinylglycine disulfide partially mediated the relationship between CD8 on TD CD8br cells and BC, suggesting its involvement in the modulation of CD8 +T cell responses in BC. Key immune cell phenotypes, such as CCR2 on monocytes (odds ratio, ORIVW = 0.969; 95% CI: 0.943-0.996; p = 0.027), IgD- CD38dim AC cells (ORIVW = 1.100; 95% CI: 1.023-1.183; p = 0.009), were highlighted for their significant roles in BC progression.

Conclusion: This study shows that vanillic acid glycine levels, the pyruvate to N-acetylneuraminate ratio, and cysteinylglycine disulfide levels can act as mediators in reducing breast cancer risk. These findings support the idea that metabolic pathways and metabolites are crucial in cancer progression, offering insights into potential biomarkers for early detection, treatment assessment, and recurrence prediction, thus paving the way for more personalized clinical approaches.

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来源期刊
Current pharmaceutical biotechnology
Current pharmaceutical biotechnology 医学-生化与分子生物学
CiteScore
5.60
自引率
3.60%
发文量
203
审稿时长
6 months
期刊介绍: Current Pharmaceutical Biotechnology aims to cover all the latest and outstanding developments in Pharmaceutical Biotechnology. Each issue of the journal includes timely in-depth reviews, original research articles and letters written by leaders in the field, covering a range of current topics in scientific areas of Pharmaceutical Biotechnology. Invited and unsolicited review articles are welcome. The journal encourages contributions describing research at the interface of drug discovery and pharmacological applications, involving in vitro investigations and pre-clinical or clinical studies. Scientific areas within the scope of the journal include pharmaceutical chemistry, biochemistry and genetics, molecular and cellular biology, and polymer and materials sciences as they relate to pharmaceutical science and biotechnology. In addition, the journal also considers comprehensive studies and research advances pertaining food chemistry with pharmaceutical implication. Areas of interest include: DNA/protein engineering and processing Synthetic biotechnology Omics (genomics, proteomics, metabolomics and systems biology) Therapeutic biotechnology (gene therapy, peptide inhibitors, enzymes) Drug delivery and targeting Nanobiotechnology Molecular pharmaceutics and molecular pharmacology Analytical biotechnology (biosensing, advanced technology for detection of bioanalytes) Pharmacokinetics and pharmacodynamics Applied Microbiology Bioinformatics (computational biopharmaceutics and modeling) Environmental biotechnology Regenerative medicine (stem cells, tissue engineering and biomaterials) Translational immunology (cell therapies, antibody engineering, xenotransplantation) Industrial bioprocesses for drug production and development Biosafety Biotech ethics Special Issues devoted to crucial topics, providing the latest comprehensive information on cutting-edge areas of research and technological advances, are welcome. Current Pharmaceutical Biotechnology is an essential journal for academic, clinical, government and pharmaceutical scientists who wish to be kept informed and up-to-date with the latest and most important developments.
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