School of Medicine and Center for Neuroscience Research, Konkuk University, Seoul 05029, Republic of Korea.
School of Medicine and Center for Neuroscience Research, Konkuk University, Seoul 05029, Republic of Korea; Department of Integrative Biotechnology, College of Science and Technology, Sahmyook University, Seoul 01795, Republic of Korea.
Brain Behav Immun. 2023 Oct;113:29-43. doi: 10.1016/j.bbi.2023.06.017. Epub 2023 Jun 26.
A growing body of evidence suggests that immune-related genes play pivotal roles in the pathophysiology of depression. In the present study, we investigated a plausible connection between gene expression, DNA methylation, and brain structural changes in the pathophysiology of depression using a combined approach of murine and human studies. We ranked the immobility behaviors of 30 outbred Crl:CD1 (ICR) mice in the forced swim test (FST) and harvested their prefrontal cortices for RNA sequencing. Of the 24,532 analyzed genes, 141 showed significant correlations with FST immobility time, as determined through linear regression analysis with p ≤ 0.01. The identified genes were mostly involved in immune responses, especially interferon signaling pathways. Moreover, induction of virus-like neuroinflammation in the brains of two separate mouse cohorts (n = 30 each) using intracerebroventricular polyinosinic:polycytidylic acid injection resulted in increased immobility during FST and similar expression of top immobility-correlated genes. In human blood samples, candidate gene (top 5%) expression profiling using DNA methylation analysis found the interferon-related USP18 (cg25484698, p = 7.04 × 10, Δβ = 1.57 × 10; cg02518889, p = 2.92 × 10, Δβ = - 8.20 × 10) and IFI44 (cg07107453, p = 3.76 × 10, Δβ = - 4.94 × 10) genes to be differentially methylated between patients with major depressive disorder (n = 350) and healthy controls (n = 161). Furthermore, cortical thickness analyses using T1-weighted images revealed that the DNA methylation scores for USP18 were negatively correlated with the thicknesses of several cortical regions, including the prefrontal cortex. Our results reveal the important role of the interferon pathway in depression and suggest USP18 as a potential candidate target. The results of the correlation analysis between transcriptomic data and animal behavior carried out in this study provide insights that could enhance our understanding of depression in humans.
越来越多的证据表明,免疫相关基因在抑郁症的病理生理学中起着关键作用。在本研究中,我们使用小鼠和人类研究相结合的方法,研究了基因表达、DNA 甲基化和抑郁症病理生理学中大脑结构变化之间的潜在联系。我们对 30 只远交 Crl:CD1 (ICR) 小鼠在强迫游泳试验 (FST) 中的不动行为进行了排序,并采集了它们的前额叶皮质进行 RNA 测序。在分析的 24532 个基因中,有 141 个基因通过线性回归分析与 FST 不动时间显著相关(p ≤ 0.01)。确定的基因主要参与免疫反应,特别是干扰素信号通路。此外,使用脑室内聚肌胞苷酸注射在两个独立的小鼠队列(每组 30 只)中诱导类似病毒的神经炎症,导致 FST 期间不动性增加,并且与不动性相关的主要基因表达相似。在人类血液样本中,使用 DNA 甲基化分析对候选基因(前 5%)进行表达谱分析,发现干扰素相关的 USP18 (cg25484698, p = 7.04 × 10, Δβ = 1.57 × 10; cg02518889, p = 2.92 × 10, Δβ = -8.20 × 10) 和 IFI44 (cg07107453, p = 3.76 × 10, Δβ = -4.94 × 10) 基因在重度抑郁症患者(n = 350)和健康对照组(n = 161)之间存在差异甲基化。此外,使用 T1 加权图像进行皮质厚度分析表明,USP18 的 DNA 甲基化评分与包括前额叶皮质在内的几个皮质区域的厚度呈负相关。我们的研究结果揭示了干扰素通路在抑郁症中的重要作用,并提出 USP18 作为潜在的候选靶点。本研究中进行的转录组数据与动物行为之间的相关性分析结果提供了一些见解,有助于我们更好地理解人类抑郁症。