Causal effects and metabolites mediators between immune cell and risk of colorectal cancer: a Mendelian randomization study

IF 8.3 2区材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY

ACS Applied Materials & Interfaces Pub Date : 2024-09-12 DOI:10.3389/fimmu.2024.1444222

Qian Yang, Bixia Duan, Jian Yue, Donglin Zhang, Xueping Chen, Mengjia Shi, Jie Kan, Ruochan Li, Hongda Li, Lin Gan

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引用次数: 0

Abstract

ObjectiveThe 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.MethodsWe 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.ResultsThe 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%.ConclusionThis 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.

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免疫细胞与结直肠癌风险之间的因果效应和代谢介质：孟德尔随机研究

目的免疫细胞参与结直肠癌（CRC）及其与代谢紊乱的相互作用尚未完全阐明。本研究探讨了通过基因推断的外周免疫细胞是如何影响 CRC 的，并研究了代谢物的中介作用。此外，我们还采用了两步MR策略来确定介导这种影响的潜在代谢物。我们的分析纳入了全基因组关联研究（GWAS）的数据，涉及 731 种免疫细胞类型、1,400 种代谢物和 CRC 结果。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。使用科克兰Q检验、MR-PRESSO检验、MR-Egger回归截距和leave-one-out分析进行了敏感性检查。我们的中介分析显示，在九种特定免疫细胞与 CRC 风险的关系中，有九种代谢物起着中介作用。值得注意的是，我们发现腺苷-5'-单磷酸（AMP）与天门冬氨酸的比率以及视黄醇（维生素 A）与亚油酸-油菜籽酰-甘油的比率（18:2 至 20:4）同时介导了髓样 DC %DC 和 BAFF-R 对 B 细胞对结直肠癌（CRC）的促进作用。此外，还发现亚氨基二乙酸盐（IDA）可介导 CD14+ CD16- 单核细胞对 CRC 的保护作用，其介导作用占 11.8%。与此相反，IDA 还降低了 IgD+ CD38br %B 细胞对 CRC 风险的保护作用，其中介效应比例为-10.4%。已确定的因果联系和中介途径强调了潜在的治疗目标，为旨在调节免疫反应以控制 CRC 的干预措施奠定了基础。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

ACS Applied Materials & Interfaces 工程技术-材料科学：综合

CiteScore

16.00

自引率

6.30%

发文量

4978

审稿时长

1.8 months

期刊介绍： ACS Applied Materials & Interfaces is a leading interdisciplinary journal that brings together chemists, engineers, physicists, and biologists to explore the development and utilization of newly-discovered materials and interfacial processes for specific applications. Our journal has experienced remarkable growth since its establishment in 2009, both in terms of the number of articles published and the impact of the research showcased. We are proud to foster a truly global community, with the majority of published articles originating from outside the United States, reflecting the rapid growth of applied research worldwide.