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Social regulation of inflammation related gene expression in the multi-ethnic study of atherosclerosis.

Publication ,  Journal Article
Brown, KM; Diez-Roux, AV; Smith, JA; Needham, BL; Mukherjee, B; Ware, EB; Liu, Y; Cole, SW; Seeman, TE; Kardia, SLR
Published in: Psychoneuroendocrinology
July 2020

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.

Duke Scholars

Published In

Psychoneuroendocrinology

DOI

EISSN

1873-3360

Publication Date

July 2020

Volume

117

Start / End Page

104654

Location

England

Related Subject Headings

  • Stress, Psychological
  • Social Discrimination
  • Social Determinants of Health
  • Psychiatry
  • Middle Aged
  • Male
  • Loneliness
  • Inflammation
  • Humans
  • Health Surveys
 

Citation

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Brown, K. M., Diez-Roux, A. V., Smith, J. A., Needham, B. L., Mukherjee, B., Ware, E. B., … Kardia, S. L. R. (2020). Social regulation of inflammation related gene expression in the multi-ethnic study of atherosclerosis. Psychoneuroendocrinology, 117, 104654. https://doi.org/10.1016/j.psyneuen.2020.104654
Brown, Kristen M., Ana V. Diez-Roux, Jennifer A. Smith, Belinda L. Needham, Bhramar Mukherjee, Erin B. Ware, Yongmei Liu, Steven W. Cole, Teresa E. Seeman, and Sharon L. R. Kardia. “Social regulation of inflammation related gene expression in the multi-ethnic study of atherosclerosis.Psychoneuroendocrinology 117 (July 2020): 104654. https://doi.org/10.1016/j.psyneuen.2020.104654.
Brown KM, Diez-Roux AV, Smith JA, Needham BL, Mukherjee B, Ware EB, et al. Social regulation of inflammation related gene expression in the multi-ethnic study of atherosclerosis. Psychoneuroendocrinology. 2020 Jul;117:104654.
Brown, Kristen M., et al. “Social regulation of inflammation related gene expression in the multi-ethnic study of atherosclerosis.Psychoneuroendocrinology, vol. 117, July 2020, p. 104654. Pubmed, doi:10.1016/j.psyneuen.2020.104654.
Brown KM, Diez-Roux AV, Smith JA, Needham BL, Mukherjee B, Ware EB, Liu Y, Cole SW, Seeman TE, Kardia SLR. Social regulation of inflammation related gene expression in the multi-ethnic study of atherosclerosis. Psychoneuroendocrinology. 2020 Jul;117:104654.
Journal cover image

Published In

Psychoneuroendocrinology

DOI

EISSN

1873-3360

Publication Date

July 2020

Volume

117

Start / End Page

104654

Location

England

Related Subject Headings

  • Stress, Psychological
  • Social Discrimination
  • Social Determinants of Health
  • Psychiatry
  • Middle Aged
  • Male
  • Loneliness
  • Inflammation
  • Humans
  • Health Surveys