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通过双向孟德尔随机化研究评估免疫特征与注意缺陷多动障碍之间的关联。

Evaluating the link between immune characteristics and attention deficit hyperactivity disorder through a bi-directional Mendelian randomization study.

机构信息

First Clinical School, Zhejiang Chinese Medical University, Hangzhou, China.

Department of Pediatrics, The Third Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China.

出版信息

Front Immunol. 2024 Jun 5;15:1367418. doi: 10.3389/fimmu.2024.1367418. eCollection 2024.

Abstract

CONTEXT

Despite the recognition of attention deficit hyperactivity disorder (ADHD) as a multifaceted neurodevelopmental disorder, its core causes are still ambiguous. The objective of this study was to explore if the traits of circulating immune cells contribute causally to susceptibility to ADHD.

METHODS

By employing a unified GWAS summary data covering 731 immune traits from the GWAS Catalog (accession numbers from GCST0001391 to GCST0002121), our analysis focused on the flow cytometry of lymphocyte clusters, encompassing 3,757 Sardinians, to identify genetically expected immune cells. Furthermore, we obtained summarized GWAS statistics from the Psychiatric Genomics Consortium to evaluate the genetic forecasting of ADHD. The studies employed ADHD2019 (20,183 cases and 35,191 controls from the 2019 GWAS ADHD dataset) and ADHD2022 (38,691 cases and 275,986 controls from the 2022 GWAS ADHD dataset). Through the examination of genome-wide association signals, we identified shared genetic variances between circulating immune cells and ADHD, employing the comprehensive ADHD2022 dataset. We primarily utilized inverse variance weighted (IVW) and weighted median methods in our Mendelian randomization research and sensitivity assessments to evaluate diversity and pleiotropy.

RESULTS

After adjusting for false discovery rate (FDR), three distinct immunophenotypes were identified as associated with the risk of ADHD: CD33 in Im MDSC (OR=1.03, CI: 1.011.04, =3.04×10, =0.015), CD8 NKT %T cell (OR=1.08, 95%CI: 1.041.12, =9.33×10, =0.023), and CD8 NKT %lymphocyte (OR=1.08, 95%CI: 1.031.12, =3.59×10, =0.066). Furthermore, ADHD showed no statistical effects on immunophenotypes. It's worth noting that 20 phenotypes exist where ADHD's appearance could diminish 85% of immune cells, including FSC-A in myeloid DC (β= -0.278, 95% CI: 0.6160.931, =0.008), CD3 in CD45RA- CD4+ (β= -0.233, 95% CI: 0.6540.960, =0.017), CD62L- monocyte AC (β=0.227, 95% CI: 0.0381.518, =0.019), CD33 in CD33 HLA DR+ CD14dim (β= -0.331, 95% CI: 0.5430.950, =0.020), and CD25 in CD39+ resting Treg (β=0.226, 95% CI: 1.522, =0.022), and FSC-A in monocytes (β= -0.255, 95% CI: 0.6210.967, =0.234), among others.

CONCLUSION

Studies indicate that the immune system's response influences the emergence of ADHD. The findings greatly improve our understanding of the interplay between immune responses and ADHD risk, aiding in the development of treatment strategies from an immunological perspective.

摘要

背景

尽管注意缺陷多动障碍(ADHD)被认为是一种多方面的神经发育障碍,但它的核心原因仍不清楚。本研究旨在探讨循环免疫细胞的特征是否会导致ADHD 的易感性。

方法

通过使用来自 GWAS 目录的涵盖 731 个免疫特征的统一 GWAS 汇总数据(注册号从 GCST0001391 到 GCST0002121),我们的分析集中在淋巴细胞群的流式细胞术上,包含 3757 名撒丁岛人,以识别具有遗传预期的免疫细胞。此外,我们从精神病学基因组学联盟获得了汇总的 GWAS 统计数据,以评估 ADHD 的遗传预测。该研究使用了 ADHD2019(2019 年 GWAS ADHD 数据集的 2019 例病例和 35191 例对照)和 ADHD2022(2022 年 GWAS ADHD 数据集的 38691 例病例和 275986 例对照)。通过检查全基因组关联信号,我们在使用综合 ADHD2022 数据集的情况下,确定了循环免疫细胞和 ADHD 之间的共享遗传变异。我们主要在孟德尔随机化研究和敏感性评估中使用逆方差加权(IVW)和加权中位数方法来评估多样性和多效性。

结果

在调整错误发现率(FDR)后,确定了三种不同的免疫表型与 ADHD 的风险相关:Im MDSC 中的 CD33(OR=1.03,CI:1.011.04,=3.04×10,=0.015),CD8 NKT %T 细胞(OR=1.08,95%CI:1.041.12,=9.33×10,=0.023)和 CD8 NKT %淋巴细胞(OR=1.08,95%CI:1.031.12,=3.59×10,=0.066)。此外,ADHD 对免疫表型没有统计学影响。值得注意的是,存在 20 种表型,其中 ADHD 的出现可以减少 85%的免疫细胞,包括髓样树突状细胞中的 FSC-A(β= -0.278,95% CI:0.6160.931,=0.008),CD45RA-CD4+中的 CD3(β= -0.233,95% CI:0.6540.960,=0.017),CD62L-单核细胞 AC(β=0.227,95% CI:0.0381.518,=0.019),CD33 HLA DR+ CD14dim 中的 CD33(β= -0.331,95% CI:0.5430.950,=0.020),CD25 在 CD39+静息 Treg 中(β=0.226,95% CI:1.522,=0.022)和单核细胞中的 FSC-A(β= -0.255,95% CI:0.6210.967,=0.234)等。

结论

研究表明,免疫系统的反应会影响 ADHD 的出现。这些发现极大地提高了我们对免疫反应与 ADHD 风险之间相互作用的理解,有助于从免疫学角度制定治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b1fa/11188446/dd4bfff74ac3/fimmu-15-1367418-g001.jpg

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