Evaluating Cognitive Relationships with Resting-State and Task-driven Blood Oxygen Level-Dependent Variability

被引:7
作者
Millar, Peter R. [1 ]
Ances, Beau M. [1 ]
Gordon, Brian A. [1 ]
Benzinger, Tammie L. S. [1 ]
Morris, John C. [1 ]
Balota, David A. [1 ]
机构
[1] Washington Univ, St Louis, MO 63110 USA
基金
美国国家卫生研究院;
关键词
BRAIN SIGNAL VARIABILITY; FUNCTIONAL CONNECTIVITY; ALZHEIMERS-DISEASE; BOLD VARIABILITY; OLDER-ADULTS; STROOP PERFORMANCE; HEALTHY YOUNGER; MOTION ARTIFACT; FMRI; AGE;
D O I
10.1162/jocn_a_01645
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Recent functional magnetic resonance imaging studies have reported that moment-to-moment variability in the blood oxygen level-dependent (BOLD) signal is positively associated with task performance and, thus, may reflect a behaviorally sensitive signal. However, it is not clear whether estimates of resting-state and task-driven BOLD variability are differentially related to cognition, as they may be driven by distinct sources of variance in the BOLD signal. Moreover, other studies have suggested that age differences in resting-state BOLD variability may be particularly sensitive to individual differences in cardiovascular, rather than neural, factors. In this study, we tested relationships between measures of behavioral task performance and BOLD variability during both resting-state and task-driven runs of a Stroop and an animacy judgment task in a large, well-characterized sample of cognitively normal middle-aged to older adults. Resting-state BOLD variability was related to composite measures of global cognition and attentional control, but these relationships were eliminated after correction for age or cardiovascular estimates. In contrast, task-driven BOLD variability was related to attentional control measured both inside and outside the scanner, and importantly, these relationships persisted after correction for age and cardiovascular measures. Overall, these results suggest that BOLD variability is a behaviorally sensitive signal. However, resting-state and task-driven estimates of BOLD variability may differ in the degree to which they are sensitive to age-related, cardiovascular, and neural mechanisms.
引用
收藏
页码:279 / 302
页数:24
相关论文
共 78 条
  • [1] A neural-vascular complex of age-related changes in the human brain: Anatomy, physiology, and implications for neurocognitive aging
    Abdelkarim, Dema
    Zhao, Yuguang
    Turner, Monroe P.
    Sivakolundu, Dinesh K.
    Lu, Hanzhang
    Rypma, Bart
    [J]. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2019, 107 : 927 - 944
  • [2] Armitage SG, 1946, PSYCHOL MONOGR, V60, P1
  • [3] Influence of tau PET, amyloid PET, and hippocampal volume on cognition in Alzheimer disease
    Aschenbrenner, Andrew J.
    Gordon, Brian A.
    Benzinger, Tammie L. S.
    Morris, John C.
    Hassenstab, Jason J.
    [J]. NEUROLOGY, 2018, 91 (09) : E859 - E866
  • [4] Alzheimer Disease Cerebrospinal Fluid Biomarkers Moderate Baseline Differences and Predict Longitudinal Change in Attentional Control and Episodic Memory Composites in the Adult Children Study
    Aschenbrenner, Andrew J.
    Balota, David A.
    Fagan, Anne M.
    Duchek, Janet M.
    Benzinger, Tammie L. S.
    Morris, John C.
    [J]. JOURNAL OF THE INTERNATIONAL NEUROPSYCHOLOGICAL SOCIETY, 2015, 21 (08) : 573 - 583
  • [5] Balota D.A., 2015, Remembering: Attributions, Processes, and Control in Human Memory, P285
  • [6] Modulation of spontaneous fMRI activity in human visual cortex by behavioral state
    Bianciardi, Marta
    Fukunaga, Masaki
    van Gelderen, Peter
    Horovitz, Silvina G.
    de Zwart, Jacco A.
    Duyn, Jeff H.
    [J]. NEUROIMAGE, 2009, 45 (01) : 160 - 168
  • [7] Loss of Intranetwork and Internetwork Resting State Functional Connections with Alzheimer's Disease Progression
    Brier, Mathew R.
    Thomas, Jewell B.
    Snyder, Abraham Z.
    Benzinger, Tammie L.
    Zhang, Dongyang
    Raichle, Marcus E.
    Holtzman, David M.
    Morris, John C.
    Ances, Beau M.
    [J]. JOURNAL OF NEUROSCIENCE, 2012, 32 (26) : 8890 - 8899
  • [8] White Matter Integrity Supports BOLD Signal Variability and Cognitive Performance in the Aging Human Brain
    Burzynska, Agnieszka Z.
    Wong, Chelsea N.
    Voss, Michelle W.
    Cooke, Gillian E.
    McAuley, Edward
    Kramer, Arthur F.
    [J]. PLOS ONE, 2015, 10 (04):
  • [9] Spatial attention and response control in healthy younger and older adults and individuals with Alzheimer's disease: Evidence for disproportionate selection impairments in the Simon task
    Castel, Alan D.
    Balota, David A.
    Hutchison, Keith A.
    Logan, Jessica M.
    Yap, Melvin J.
    [J]. NEUROPSYCHOLOGY, 2007, 21 (02) : 170 - 182
  • [10] Benchmarking of participant-level confound regression strategies for the control of motion artifact in studies of functional connectivity
    Ciric, Rastko
    Wolf, Daniel H.
    Power, Jonathan D.
    Roalf, David R.
    Baum, Graham L.
    Ruparel, Kosha
    Shinohara, Russell T.
    Elliott, Mark A.
    Eickhoff, Simon B.
    Davatzikos, Christos
    Gur, Ruben C.
    Gur, Raquel E.
    Bassett, Danielle S.
    Satterthwaite, Theodore D.
    [J]. NEUROIMAGE, 2017, 154 : 174 - 187