Cerebral Cortex · 2020 · 47 citations · 49 references
Social SciencesNeurosciencePsychologyAgingCognitive NeuroscienceCognitive PsychologyAge DifferencesAge-related Physiologic ChangesCognitive AgingCognitive DeclineFunctional NeuroimagingWorking MemoryAge-related Intraindividual VariabilityBlood Oxygenation Level-dependent ContrastBlood Oxygenation Level-dependent ImagingCognitive PerformanceHealthy Cognitive AgingSignal VariabilitySubcortical StructuresWorking Memory Aging
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.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Marshal F. Folstein, Susan E. Folstein, Paul R. McHugh · Journal of Psychiatric Research · 1975 · 86.9K citations
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Older Adults' Reasons for Using Technology while Aging in Place
Sebastiaan Theodorus Michaël Peek, Katrien Luijkx, M. D. Rijnaard et al. · Gerontology · 2015 · 19.7K citations · Full text