Clinical Molecular Medicine Testing Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Chongqing Key Laboratory of Molecular Oncology and Epigenetics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Front Immunol. 2024 Sep 12;15:1444222. doi: 10.3389/fimmu.2024.1444222. eCollection 2024.
The involvement of immune cells in colorectal cancer (CRC) and their interplay with metabolic disorders are yet to be fully elucidated. This study examines how peripheral immune cells, inferred genetically, affect CRC and investigates the intermediary roles of metabolites.
We employed a two-sample bidirectional Mendelian randomization (MR) approach to assess the causal influence of immune cells on CRC. Additionally, a two-step MR strategy was utilized to pinpoint potential metabolites that mediate this effect. Our analysis incorporated data from genome-wide association studies (GWAS), involving 731 immune cell types, 1,400 metabolites, and CRC outcomes. The primary method of analysis was randomized inverse variance weighting (IVW), supported by MR-Egger, weighted median, simple mode, and weighted mode analyses. Sensitivity checks were conducted using Cochran's Q test, MR-PRESSO test, MR-Egger regression intercept, and leave-one-out analysis.
The study identified 23 immune cell types and 17 metabolites that are causally linked to CRC. Our mediation analysis highlighted that nine metabolites act as intermediaries in the relationship between nine specific immune cells and CRC risk. Notably, The ratios of Adenosine 5'-monophosphate (AMP) to aspartate and Retinol (Vitamin A) to linoleoyl-arachidonoyl-glycerol (18:2 to 20:4) were found to concurrently mediate the promoting effects of Myeloid DC %DC and BAFF-R on B cells in colorectal cancer (CRC). Moreover, iminodiacetate (IDA) was found to mediate the protective effect of CD14 CD16 monocytes on CRC, contributing 11.8% to this mediation. In contrast, IDA was also seen to decrease the protective effect of IgD CD38br %B cells on CRC risk, with a mediation effect proportion of -10.4%.
This study delineates a complex network involving immune cells, metabolites, and CRC, suggesting a multifaceted pathophysiological interaction. The identified causal links and mediation pathways underscore potential therapeutic targets, providing a foundation for interventions aimed at modulating immune responses to manage CRC.
免疫细胞在结直肠癌(CRC)中的作用及其与代谢紊乱的相互作用尚不完全清楚。本研究旨在探讨外周免疫细胞的遗传推断如何影响 CRC,并研究代谢物的中介作用。
我们采用两样本双向孟德尔随机化(MR)方法评估免疫细胞对 CRC 的因果影响。此外,还采用两步 MR 策略来确定潜在的介导这种效应的代谢物。我们的分析纳入了来自全基因组关联研究(GWAS)的数据,涉及 731 种免疫细胞类型、1400 种代谢物和 CRC 结局。主要分析方法是随机逆方差加权(IVW),并辅以 MR-Egger、加权中位数、简单模式和加权模式分析。采用 Cochran's Q 检验、MR-PRESSO 检验、MR-Egger 回归截距和逐一剔除分析进行敏感性检查。
研究确定了 23 种与 CRC 因果相关的免疫细胞类型和 17 种代谢物。我们的中介分析表明,有 9 种代谢物作为 9 种特定免疫细胞与 CRC 风险之间关系的中介物。值得注意的是,腺苷 5'-单磷酸(AMP)与天冬氨酸的比值和视黄醇(维生素 A)与亚油酸酰-花生四烯酸甘油(18:2 至 20:4)的比值同时介导了树突状细胞(DC)%DC 和 BAFF-R 对结直肠癌细胞(CRC)中 B 细胞的促进作用。此外,亚氨基二乙酸(IDA)被发现介导了 CD14 CD16 单核细胞对 CRC 的保护作用,对这种中介作用的贡献为 11.8%。相反,IDA 也被发现降低了 IgD CD38br %B 细胞对 CRC 风险的保护作用,中介作用比例为-10.4%。
本研究描绘了一个涉及免疫细胞、代谢物和 CRC 的复杂网络,提示存在多方面的病理生理相互作用。确定的因果关系和中介途径强调了潜在的治疗靶点,为旨在调节免疫反应以管理 CRC 的干预措施提供了基础。