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通过双向孟德尔随机化和中介分析鉴定与神经发育障碍相关的免疫细胞和循环炎症因子。

Identification of immune cells and circulating inflammatory factors associated with neurodevelopmental disorders by bidirectional Mendelian randomization and mediation analysis.

作者信息

Liu Zhiyue, Wang Lihong, Yu Lianhu, Zhao Yongheng, Zhu Mengna, Wang Yu, Cao Aihua

机构信息

Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, China.

出版信息

Sci Rep. 2025 Apr 14;15(1):12840. doi: 10.1038/s41598-025-98020-0.

Abstract

The roles of various immune cells and circulating inflammatory factors in neurodevelopmental disorders (NDDs) remain controversial. Therefore we employed a two-sample and bidirectional Mendelian randomization and mediation method to explore the causal relationships between immune cells, circulating inflammatory factors, and NDDs. All data were originated from Genome-Wide Association Study (GWAS) datasets. We found a significant positive causal relationship between 13 immune cells and autism spectrum disorder (ASD), including six CD8+ T cells, one CD3+ T cell, two CD20+ B cells, one CD38+  B cell, and two plasmacytoid DC. 9 inflammatory factors showed significant causal relationships with ASD: interleukins-7 (IL-7), interleukins-2 (IL-2), Interleukin-2 receptor subunit beta levels( IL-2β) and interleukins-18 receptor 1 levels (IL-18-R1) were negatively associated. In contrast, five inflammatory factors were positively associated, such as tumor necrosis factor-α (TNF-α). 14 immune cells exhibited significant causal relationships with attention deficit hyperactivity disorder (ADHD). CD3 on naive CD8br and CD4 on activated Treg were positively associated, while four CD27-expressing B cells were positively associated with ASD. Four CD40-expressing monocytes were negatively associated with ADHD. 7 inflammatory factors had significant causal relationships with ADHD: Fibroblast Growth Factor 23 levels (FGF-23), CD40L receptor levels, Glial Cell Line-Derived Neurotrophic Factor levels (GDNF), TNF-α were more important among these. Mediation analysis identified 12 mediating relationships, with three showing strong evidence: Natural killer cell receptor 2B4 levels (19.9%), FGF-23 (11%), and Eotaxin levels (- 5.95%). Strong causal relationships existed between immune cells, circulating inflammatory factors, and NDDs. Inflammatory factors mediated the pathways between immune cells and NDDs.

摘要

各种免疫细胞和循环炎症因子在神经发育障碍(NDDs)中的作用仍存在争议。因此,我们采用了两样本双向孟德尔随机化和中介方法,以探讨免疫细胞、循环炎症因子与NDDs之间的因果关系。所有数据均来源于全基因组关联研究(GWAS)数据集。我们发现13种免疫细胞与自闭症谱系障碍(ASD)之间存在显著的正因果关系,包括6种CD8 + T细胞、1种CD3 + T细胞、2种CD20 + B细胞、1种CD38 + B细胞和2种浆细胞样树突状细胞。9种炎症因子与ASD存在显著因果关系:白细胞介素-7(IL-7)、白细胞介素-2(IL-2)、白细胞介素-2受体亚基β水平(IL-2β)和白细胞介素-18受体1水平(IL-18-R1)呈负相关。相比之下,5种炎症因子呈正相关,如肿瘤坏死因子-α(TNF-α)。14种免疫细胞与注意力缺陷多动障碍(ADHD)存在显著因果关系。幼稚CD8br上的CD3和活化调节性T细胞上的CD4呈正相关,而4种表达CD27的B细胞与ASD呈正相关。4种表达CD40的单核细胞与ADHD呈负相关。7种炎症因子与ADHD存在显著因果关系:成纤维细胞生长因子23水平(FGF-23)、CD40L受体水平、胶质细胞源性神经营养因子水平(GDNF)、TNF-α在这些因子中更为重要。中介分析确定了12种中介关系,其中3种有强有力的证据:自然杀伤细胞受体2B4水平(19.9%)、FGF-23(11%)和嗜酸性粒细胞趋化因子水平(-5.95%)。免疫细胞、循环炎症因子与NDDs之间存在强因果关系。炎症因子介导了免疫细胞与NDDs之间的通路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/44d0/11997206/1a0ca1a17845/41598_2025_98020_Fig1_HTML.jpg

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