Epigenome-wide association study of loneliness in a sample of US middle-aged twins

被引:0
作者
Beam, Christopher R. [1 ,2 ]
Bakulski, Kelly M. [3 ]
Zandi, Ebrahim [4 ]
Turkheimer, Eric [5 ]
Lynch, Morgan [1 ]
Gold, Alaina I. [1 ]
Arpawong, Thalida Em [2 ]
Bell, Sophie A. [5 ]
Kam, Alyssa C. [1 ]
Becker, Jonathan [6 ]
Davis, Deborah Winders [7 ,8 ]
机构
[1] Univ Southern Calif, Dept Psychol, 3620 McClintock Ave,Seeley G Mudd,Room 501, Los Angeles, CA 90089 USA
[2] Univ Southern Calif, Davis Sch Gerontol, Los Angeles, CA USA
[3] Univ Michigan, Sch Publ Hlth, Ann Arbor, MI USA
[4] Univ Southern Calif, Keck Sch Med, Los Angeles, CA USA
[5] Univ Virginia, Dept Psychol, Charlottesville, VA USA
[6] Univ Louisville, Dept Family & Geriatr Med, Louisville, KY USA
[7] Univ Louisville, Dept Pediat, Louisville, KY USA
[8] Norton Childrens Res Inst, Adolescent Res Design & Support Unit, Louisville, KY USA
关键词
Epigenetics; DNA methylation; epigenetic clocks; loneliness; social isolation; ACTIVATED PROTEIN-KINASES; EXPRESSION; PACKAGE; SCALE; ARRAY;
D O I
10.1080/15592294.2024.2427999
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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 (p < 5.97 x 10(-8)), but 25 suggestive sites (p < 5 x 10(-5)) 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 (r = .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.
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页数:13
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