Greater BOLD Variability is Associated With Poorer Cognitive Function in an Adult Lifespan Sample

Cereb Cortex. 2021 Jan 1;31(1):562-574. doi: 10.1093/cercor/bhaa243.

Abstract

Moment-to-moment fluctuations in brain signal assessed by functional magnetic resonance imaging blood oxygenation level dependent (BOLD) variability is increasingly thought to represent important "signal" rather than measurement-related "noise." Efforts to characterize BOLD variability in healthy aging have yielded mixed outcomes, demonstrating both age-related increases and decreases in BOLD variability and both detrimental and beneficial associations. Utilizing BOLD mean-squared-successive-differences (MSSD) during a digit n-back working memory (WM) task in a sample of healthy adults (aged 20-94 years; n = 171), we examined effects of aging on whole-brain 1) BOLD variability during task (mean condition MSSD across 0-2-3-4 back conditions), 2) BOLD variability modulation to incrementally increasing WM difficulty (linear slope from 0-2-3-4 back), and 3) the association of age-related differences in variability with in- and out-of-scanner WM performance. Widespread cortical and subcortical regions evidenced increased mean variability with increasing age, with no regions evidencing age-related decrease in variability. Additionally, posterior cingulate/precuneus exhibited increased variability to WM difficulty. Notably, both age-related increases in BOLD variability were associated with significantly poorer WM performance in all but the oldest adults. These findings lend support to the growing corpus suggesting that brain-signal variability is altered in healthy aging; specifically, in this adult lifespan sample, BOLD-variability increased with age and was detrimental to cognitive performance.

Keywords: n-back; MSSD; aging; fMRI; working memory.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Aging / physiology*
  • Brain / physiopathology*
  • Cognition / physiology
  • Female
  • Gyrus Cinguli / physiopathology
  • Humans
  • Longevity / physiology*
  • Magnetic Resonance Imaging / methods
  • Male
  • Memory Disorders / physiopathology
  • Memory, Short-Term / drug effects
  • Memory, Short-Term / physiology*
  • Middle Aged
  • Young Adult