Functional activation features of memory in successful agers across the adult lifespan

被引:14
作者
Chen, Xi [1 ,3 ,4 ]
Rundle, Melissa M. [1 ,5 ]
Kennedy, Kristen M. [1 ]
Moore, William [2 ]
Park, Denise C. [1 ]
机构
[1] Univ Texas Dallas, Ctr Vital Longev, Sch Behav & Brain Sci, Unit 800,1600 Viceroy Dr, Dallas, TX 75235 USA
[2] Univ Texas Southwestern Med Ctr, Dept Radiol, 5323 Harry Hines Blvd, Dallas, TX USA
[3] Univ Calif Berkeley, Helen Wills Neurosci Inst, Berkeley, CA 94720 USA
[4] Lawrence Berkeley Natl Lab, Mol Biophys & Integrated Bioimaging, Berkeley, CA 94720 USA
[5] Wake Forest Sch Med, Dept Internal Med, Winston Salem, NC USA
关键词
Brain maintenance; Compensation; Dedifferentiation; fMRI; Subsequent memory; Successful aging; SUBSEQUENT MEMORY; OLDER-ADULTS; COGNITIVE-ABILITIES; ALZHEIMERS-DISEASE; LATENT CLASS; FMRI; TRAJECTORIES; DECLINE; HETEROGENEITY; PERFORMANCE;
D O I
10.1016/j.neuroimage.2022.119276
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Much neuroimaging research has explored the neural mechanisms underlying successful cognitive aging. Two different patterns of functional activation, maintenance of youth-like activity and compensatory novel recruitment , have been proposed to represent different brain functional features underlying individual differences in cognitive aging. In this study, we investigated the functional features in individuals across the adult lifespan who appeared to resist age-related cognitive decline, in comparison to those with typical age-related declines, over the course of four years. We first implemented latent mixture modeling, a data-driven approach, to classify participants as successful and average agers in middle-aged, young-old, and very old groups, based on their baseline and longitudinal cognitive performance. Then, using fMRI with a subsequent memory paradigm at the follow-up visit, brain activation specifically related to successful encoding (i.e., subsequent memory effect: subsequently remembered with high confidence > subsequently forgotten) was compared between people who established successful cognitive aging versus average aging in the three age groups. Several differences in the subsequent memory effect were revealed. First, across core task-related regions commonly used during successful encoding, successful agers exhibited high subsequent memory effect, at a level comparable to the young control group, until very old age; in contrast, average agers showed reduced subsequent memory effect, compared to successful agers, beginning in young-old age when memory performance also reduced in average agers, compared to successful agers. Second, additional recruitment in prefrontal clusters, distant from the core task-related regions, were identified in the left superior frontal and right orbitofrontal cortices in successful agers of young-old age, possibly reflecting functional compensation in successful aging. In summary, successful agers demonstrate a pattern of youth-like activation spanning from middle age to young-old age, as well as novel frontal recruitment in young-old age. Overall, our study demonstrated evidence of two neural patterns related to successful cognitive aging, offering an integrated view of functional features underlying successful aging, and suggests the importance of studying individuals across the lifespan to understand brain changes occurring in mid and early-late life.
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页数:16
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共 100 条
  • [51] Latent Variable Modeling of Differences and Changes with Longitudinal Data
    McArdle, John J.
    [J]. ANNUAL REVIEW OF PSYCHOLOGY, 2009, 60 : 577 - 605
  • [52] Mella Nathalie, 2018, J Intell, V6, DOI 10.3390/jintelligence6010010
  • [53] Heterogeneity of Cognitive Trajectories in Diverse Older Persons
    Mungas, Dan
    Beckett, Laurel
    Harvey, Danielle
    Farias, Sarah Tomaszewski
    Reed, Bruce
    Carmichael, Owen
    Olichney, John
    Miller, Joshua
    DeCarli, Charles
    [J]. PSYCHOLOGY AND AGING, 2010, 25 (03) : 606 - 619
  • [54] Muthen B., 2001, NEW DEV TECHNIQUES S, P1, DOI DOI 10.4324/9781410601858-6
  • [55] Performance level modulates adult age differences in brain activation during spatial working memory
    Nagel, Irene E.
    Preuschhof, Claudia
    Li, Shu-Chen
    Nyberg, Lars
    Backman, Lars
    Lindenberger, Ulman
    Heekeren, Hauke R.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (52) : 22552 - 22557
  • [56] Analyzing developmental trajectories: A semiparametric, group-based approach
    Nagin, DS
    [J]. PSYCHOLOGICAL METHODS, 1999, 4 (02) : 139 - 157
  • [57] Successful Memory Aging
    Nyberg, Lars
    Pudas, Sara
    [J]. ANNUAL REVIEW OF PSYCHOLOGY, VOL 70, 2019, 70 : 219 - 243
  • [58] Memory aging and brain maintenance
    Nyberg, Lars
    Lovden, Martin
    Riklund, Katrine
    Lindenberger, Ulman
    Backman, Lars
    [J]. TRENDS IN COGNITIVE SCIENCES, 2012, 16 (05) : 292 - 305
  • [59] Latent class analysis of multimorbidity patterns and associated outcomes in Spanish older adults: a prospective cohort study
    Olaya, Beatriz
    Victoria Moneta, Maria
    Felix Caballero, Francisco
    Tyrovolas, Stefanos
    Bayes, Ivet
    Luis Ayuso-Mateos, Jose
    Maria Haro, Josep
    [J]. BMC GERIATRICS, 2017, 17
  • [60] Models of visuospatial and verbal memory across the adult life span
    Park, DC
    Lautenschlager, G
    Hedden, T
    Davidson, NS
    Smith, AD
    Smith, PK
    [J]. PSYCHOLOGY AND AGING, 2002, 17 (02) : 299 - 320