Shared Immunogenetic Basis Between Spleen Volume and Psychiatric Disorders

IF 2.4 4区 医学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Fang Liang, Wenxuan Zhao, Fan Ning, Yajun Yun, Jiaqi Song, Ting Ma, Qi Zhang
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引用次数: 0

Abstract

Psychiatric disorders are closely linked to immune dysregulation, yet the genetic relationships between peripheral immune organs, particularly the spleen, and different psychiatric disorders remain poorly understood. This study aimed to explore these associations. Linkage disequilibrium score regression (LDSC) was used to evaluate the genetic correlations between spleen volume and schizophrenia, bipolar disorder, and depression. For the two traits showing significant genetic correlation, MAGMA gene-level analysis was further performed to identify significant overlapping genes as shared genes. KEGG and GO enrichment analyses were then conducted for these shared genes. In addition, a protein–protein interaction (PPI) network was constructed based on the STRING database, and hub genes were identified using the CytoHubba plugin in Cytoscape. Meanwhile, cell-type enrichment analysis was performed using single-cell transcriptomic reference datasets from the human cortex, hippocampus, and midbrain to localize the potential cellular context underlying the relevant genetic signals. To further investigate the potential functional genomic effects of spleen volume-associated genetic signals in depression-relevant brain regions, transcriptome-wide association study (TWAS) analyses were performed for spleen volume in the human prefrontal cortex and hippocampus. Functional enrichment analyses were subsequently conducted for the overlapping TWAS-associated genes identified in these two regions. Among the three major psychiatric disorders, only depression showed a significant genetic correlation with spleen volume. Spleen volume and depression shared 25 genes, which were mainly enriched in immune- and inflammation-related pathways, including antigen processing and presentation, natural killer cell-mediated cytotoxicity, NF-κB signaling, MAPK signaling, phagosome, and lysosome biogenesis. PPI network analysis further identified several hub genes closely related to immune regulation. Single-cell analysis revealed that the relevant genetic signals were significantly enriched in microglia across the cortex, hippocampus, and midbrain. Additional TWAS analyses in the prefrontal cortex and hippocampus identified 19 overlapping spleen volume-associated transcriptomic genes, with enrichment in immune-inflammatory regulation, monoamine neurotransmitter metabolism, apoptosis, and tryptophan metabolism-related pathways. Spleen volume and depression may share an immunoinflammatory genetic basis and may be linked through microglia-mediated central immune mechanisms, providing new genetic evidence for understanding spleen–brain axis interactions in depression.

脾体积与精神疾病的免疫遗传学基础
精神疾病与免疫失调密切相关,但周围免疫器官,特别是脾脏与不同精神疾病之间的遗传关系仍然知之甚少。本研究旨在探讨这些关联。使用连锁不平衡评分回归(LDSC)来评估脾体积与精神分裂症、双相情感障碍和抑郁症之间的遗传相关性。对于遗传相关性显著的两个性状,进一步进行MAGMA基因水平分析,确定显著重叠基因为共享基因。然后对这些共享基因进行KEGG和GO富集分析。此外,基于STRING数据库构建了蛋白-蛋白相互作用(PPI)网络,并利用Cytoscape中的CytoHubba插件对枢纽基因进行了鉴定。同时,利用来自人类皮层、海马和中脑的单细胞转录组参考数据集进行细胞型富集分析,以定位相关遗传信号背后的潜在细胞背景。为了进一步研究抑郁相关脑区脾脏体积相关遗传信号的潜在功能基因组效应,我们对人类前额叶皮层和海马的脾脏体积进行了转录组全关联研究(TWAS)分析。随后对这两个区域中发现的重叠的twas相关基因进行了功能富集分析。在三种主要精神疾病中,只有抑郁症与脾体积有显著的遗传相关性。脾脏体积和抑制共有25个基因,主要富集于免疫和炎症相关途径,包括抗原加工和递呈、自然杀伤细胞介导的细胞毒性、NF-κ b信号传导、MAPK信号传导、吞噬体和溶酶体的生物发生。PPI网络分析进一步确定了几个与免疫调节密切相关的枢纽基因。单细胞分析显示,相关的遗传信号在皮层、海马和中脑的小胶质细胞中显著富集。在前额叶皮层和海马中进行的额外TWAS分析发现了19个重叠的脾脏体积相关转录组基因,这些基因在免疫炎症调节、单胺神经递质代谢、细胞凋亡和色氨酸代谢相关途径中富集。脾体积和抑郁可能有共同的免疫炎症遗传基础,并可能通过小胶质细胞介导的中枢免疫机制联系起来,这为理解脾脑轴在抑郁症中的相互作用提供了新的遗传证据。
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来源期刊
Journal of Molecular Neuroscience
Journal of Molecular Neuroscience 医学-神经科学
CiteScore
6.60
自引率
3.20%
发文量
142
审稿时长
1 months
期刊介绍: The Journal of Molecular Neuroscience is committed to the rapid publication of original findings that increase our understanding of the molecular structure, function, and development of the nervous system. The criteria for acceptance of manuscripts will be scientific excellence, originality, and relevance to the field of molecular neuroscience. Manuscripts with clinical relevance are especially encouraged since the journal seeks to provide a means for accelerating the progression of basic research findings toward clinical utilization. All experiments described in the Journal of Molecular Neuroscience that involve the use of animal or human subjects must have been approved by the appropriate institutional review committee and conform to accepted ethical standards.
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