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Accelerated epigenetic age is associated with whole-brain functional connectivity and impaired cognitive performance in older adults.

Publication ,  Journal Article
Graves, AJ; Danoff, JS; Kim, M; Brindley, SR; Skyberg, AM; Giamberardino, SN; Lynch, ME; Straka, BC; Lillard, TS; Gregory, SG; Connelly, JJ ...
Published in: Sci Rep
April 26, 2024

While chronological age is a strong predictor for health-related risk factors, it is an incomplete metric that fails to fully characterize the unique aging process of individuals with different genetic makeup, neurodevelopment, and environmental experiences. Recent advances in epigenomic array technologies have made it possible to generate DNA methylation-based biomarkers of biological aging, which may be useful in predicting a myriad of cognitive abilities and functional brain network organization across older individuals. It is currently unclear which cognitive domains are negatively correlated with epigenetic age above and beyond chronological age, and it is unknown if functional brain organization is an important mechanism for explaining these associations. In this study, individuals with accelerated epigenetic age (i.e. AgeAccelGrim) performed worse on tasks that spanned a wide variety of cognitive faculties including both fluid and crystallized intelligence (N = 103, average age = 68.98 years, 73 females, 30 males). Additionally, fMRI connectome-based predictive models suggested a mediating mechanism of functional connectivity on epigenetic age acceleration-cognition associations primarily in medial temporal lobe and limbic structures. This research highlights the important role of epigenetic aging processes on the development and maintenance of healthy cognitive capacities and function of the aging brain.

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Published In

Sci Rep

DOI

EISSN

2045-2322

Publication Date

April 26, 2024

Volume

14

Issue

1

Start / End Page

9646

Location

England

Related Subject Headings

  • Middle Aged
  • Male
  • Magnetic Resonance Imaging
  • Humans
  • Female
  • Epigenesis, Genetic
  • DNA Methylation
  • Connectome
  • Cognitive Dysfunction
  • Cognition
 

Citation

APA
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Graves, A. J., Danoff, J. S., Kim, M., Brindley, S. R., Skyberg, A. M., Giamberardino, S. N., … Morris, J. P. (2024). Accelerated epigenetic age is associated with whole-brain functional connectivity and impaired cognitive performance in older adults. Sci Rep, 14(1), 9646. https://doi.org/10.1038/s41598-024-60311-3
Graves, Andrew J., Joshua S. Danoff, Minah Kim, Samantha R. Brindley, Amalia M. Skyberg, Stephanie N. Giamberardino, Morgan E. Lynch, et al. “Accelerated epigenetic age is associated with whole-brain functional connectivity and impaired cognitive performance in older adults.Sci Rep 14, no. 1 (April 26, 2024): 9646. https://doi.org/10.1038/s41598-024-60311-3.
Graves AJ, Danoff JS, Kim M, Brindley SR, Skyberg AM, Giamberardino SN, et al. Accelerated epigenetic age is associated with whole-brain functional connectivity and impaired cognitive performance in older adults. Sci Rep. 2024 Apr 26;14(1):9646.
Graves, Andrew J., et al. “Accelerated epigenetic age is associated with whole-brain functional connectivity and impaired cognitive performance in older adults.Sci Rep, vol. 14, no. 1, Apr. 2024, p. 9646. Pubmed, doi:10.1038/s41598-024-60311-3.
Graves AJ, Danoff JS, Kim M, Brindley SR, Skyberg AM, Giamberardino SN, Lynch ME, Straka BC, Lillard TS, Gregory SG, Connelly JJ, Morris JP. Accelerated epigenetic age is associated with whole-brain functional connectivity and impaired cognitive performance in older adults. Sci Rep. 2024 Apr 26;14(1):9646.

Published In

Sci Rep

DOI

EISSN

2045-2322

Publication Date

April 26, 2024

Volume

14

Issue

1

Start / End Page

9646

Location

England

Related Subject Headings

  • Middle Aged
  • Male
  • Magnetic Resonance Imaging
  • Humans
  • Female
  • Epigenesis, Genetic
  • DNA Methylation
  • Connectome
  • Cognitive Dysfunction
  • Cognition