Beam Christopher R, Bakulski Kelly M, Zandi Ebrahim, Turkheimer Eric, Lynch Morgan, Gold Alaina I, Arpawong Thalida Em, Bell Sophie A, Kam Alyssa C, Becker Jonathan, Davis Deborah Winders
Department of Psychology, University of Southern California, Los Angeles, USA.
Davis School of Gerontology, University of Southern California, Los Angeles, USA.
Epigenetics. 2024 Dec;19(1):2427999. doi: 10.1080/15592294.2024.2427999. Epub 2024 Dec 8.
Loneliness is a complex human trait that is highly polygenic and found to affect gene expression related to inflammatory and immunological functioning. To date, no epigenome-wide association studies of loneliness have tested whether differentially methylated sites are annotated to genes associated with inflammatory and immunological processes. Using 281 individual adult twins' DNA methylation data from the Louisville Twin Study, we performed an epigenome-wide analysis of loneliness to address this gap in the literature. In the discovery analysis, 169 twins were used to prioritize probes and test associations with DNA methylation age acceleration, and 56 independent monozygotic (MZ) twin pairs (112 individuals) were used in a within-family replication analysis. Among the 837,274 sites analyzed, no probe sites were statistically significant at the genome-wide level ( < 5.97 × 10), but 25 suggestive sites ( < 5 × 10) were annotated to genes related to various biological processes, including inflammatory response and protein-binding functions that extend prior findings. The nominal associations at these suggestive probe sites were highly correlated ( = .72) between the discovery sample and the MZ pair replication sample. Finally, loneliness significantly correlated with the DunedinPACE DNA methylation measure, suggesting that higher levels of loneliness were associated with accelerated epigenetic age as quantified by a measure that indexes longitudinal changes across multiple organ systems.
孤独是一种复杂的人类特质,具有高度多基因性,且已发现其会影响与炎症和免疫功能相关的基因表达。迄今为止,尚无关于孤独的全表观基因组关联研究测试差异甲基化位点是否被注释到与炎症和免疫过程相关的基因上。利用路易斯维尔双胞胎研究中281名成年双胞胎的DNA甲基化数据,我们对孤独进行了全表观基因组分析,以填补文献中的这一空白。在发现分析中,169名双胞胎被用于对探针进行优先级排序并测试与DNA甲基化年龄加速的关联,56对独立的同卵(MZ)双胞胎(112人)被用于家庭内重复分析。在分析的837,274个位点中,没有探针位点在全基因组水平上具有统计学意义(<5.97×10),但有25个提示性位点(<5×10)被注释到与各种生物过程相关的基因上,包括炎症反应和蛋白质结合功能,扩展了先前的研究结果。这些提示性探针位点的名义关联在发现样本和MZ对重复样本之间高度相关(=0.72)。最后,孤独与达尼丁PACE DNA甲基化测量值显著相关,这表明较高水平的孤独与通过一种索引多个器官系统纵向变化的测量方法量化的表观遗传年龄加速有关。