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Social regulation of inflammation related gene expression in the multi-ethnic study of atherosclerosis
- Source :
- Psychoneuroendocrinology
- Publication Year :
- 2020
- Publisher :
- Elsevier BV, 2020.
-
Abstract
- Background Exposure to adverse social factors has been associated with an altered inflammatory profile, a risk factor for several acute and chronic diseases. Differential gene expression may be a biological mediator in the relationship. In this study, associations between a range of social factors and expression of inflammation-related genes were investigated. Methods Social factor and gene expression data were collected from 1,264 individuals in the Multi-Ethnic Study of Atherosclerosis (MESA). Inflammation-related genes were identified from the Gene Ontology database. The associations between social factors and gene expression were first assessed using the Global Analysis of Covariance (Global ANCOVA) gene set enrichment test. When the global test was significant, linear regression and elastic net penalized regression were employed to identify the individual gene transcripts within each gene set associated with the social factor. Results Loneliness (p = 0.003), chronic burden (p = 0.002), and major or lifetime discrimination (p = 0.045) were significantly associated with global expression of the chronic inflammatory gene set. Of the 20 transcripts that comprise this gene set, elastic net selected 12 transcripts for loneliness, 8 for chronic burden, and 3 for major or lifetime discrimination. Major or lifetime discrimination was also associated with the inflammatory response (p = 0.029), regulation of the inflammatory response (p = 0.041), and immune response (p = 0.025) gene sets in global analyses, and 53, 136, and 26 transcripts were selected via elastic net for these gene sets respectively. There were no significant associations in linear regression analyses after adjustment for multiple testing. Conclusions This study highlights gene expression as a biological mechanism through which social factors may affect inflammation.
- Subjects :
- Male
Social Determinants of Health
Endocrinology, Diabetes and Metabolism
Gene Expression
Inflammation
Biology
Stress
Cardiovascular
Medical and Health Sciences
Article
03 medical and health sciences
0302 clinical medicine
Endocrinology
Mediator
Human social genomics
Gene expression
Genetics
medicine
2.1 Biological and endogenous factors
Humans
Aetiology
Risk factor
Gene
Biological Psychiatry
Aged
Psychiatry
Social stress
Endocrine and Autonomic Systems
Mechanism (biology)
Inflammatory and immune system
Gene Expression Profiling
Loneliness
Psychology and Cognitive Sciences
Social Discrimination
Middle Aged
Atherosclerosis
Health Surveys
030227 psychiatry
Psychiatry and Mental health
Psychological
Female
medicine.symptom
Stress, Psychological
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 03064530
- Volume :
- 117
- Database :
- OpenAIRE
- Journal :
- Psychoneuroendocrinology
- Accession number :
- edsair.doi.dedup.....2e5e5d8570aae64a4a05b01983e65ae4
- Full Text :
- https://doi.org/10.1016/j.psyneuen.2020.104654