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免疫细胞介导脂质性状对结直肠癌的作用:两步、双样本孟德尔随机化研究

Immune Cell-Mediated Effect of Lipid Profile on Colorectal Cancer: A Two-Step, Two-Sample Mendelian Randomization Study

  • 摘要:
    目的 利用两步、双样本孟德尔随机化(MR)方法阐明脂质性状与结直肠癌(CRC)的双向因果关系,同时探讨免疫细胞作为中介因素的介导作用和比例。
    方法 将研究相关的汇总统计数据进行筛选,主要采用IVW方法对179个脂类与CRC进行双样本、双向MR分析。同时通过贝叶斯加权MR验证因果效应。通过two-step MR分析确定免疫细胞性状是否存在介导作用。通过敏感性分析、异质性分析、水平多效性分析验证因果关系的可靠性。
    结果 初步确定了9个脂质性状与CRC之间的因果关系,且不存在反向因果效应(P>0.05)。贝叶斯加权MR验证了结果的稳健性(P<0.05)。提示27种免疫细胞与CRC存在因果效应。通过中介分析确定了磷脂酰胆碱(O-18:2_20:4)对CRC的因果作用(OR:0.8579,95%CI=0.7395~0.9952,P=0.0429),CD45RA+ CD4+ T细胞上的CD127的介导比例为9.14%(β=−0.1052,P=0.0155)。
    结论 脂质性状与CRC存在因果关系,CD45RA+ CD4+ T细胞上的CD127干预有助于磷脂酰胆碱降低CRC的发病风险。

     

    Abstract:
    Objective To elucidate the bidirectional causal relationship between lipid profiles and colorectal cancer (CRC) by using the two-sample and two-step Mendelian randomization (MR) methods, and to explore the mediating role and proportion of immune cells as intermediary factors.
    Methods The pooled statistical data related to the study were screened, and 179 lipids and CRC were analyzed using two-sample and two-step MR with the inverse variance weighted method. Simultaneously, the causal effect was verified via Bayesian weighted MR. Two-step MR analysis was conducted to determine whether a mediated effect was exerted on immune cell traits. Sensitivity, heterogeneity, and pleiotropy analyses were performed to verify the reliability of the study results.
    Results The causal relationship between nine lipid traits and CRC was preliminarily identified, and no reverse causal effect was found (P>0.05). The validity of the results was verified via Bayesian weighted MR (P<0.05). Twenty-seven types of immune cells were suggested to exert a causal effect on CRC. The causal effect of phosphatidylcholine (O-18:2_20:4) on CRC was determined via mediation analysis (OR: 0.8579, 95%CI=0.7395-0.9952, P=0.0429). The CD127-mediated proportion on CD45RA+ CD4+ T cells was 9.14% (β=−0.1052, P=0.0155).
    Conclusion A causal relationship exists between lipid traits and CRC, and the intervention of CD127 on CD45RA+ CD4+ T cell helps phosphatidylcholine reduce the risk of CRC.

     

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