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Neural mechanisms underlying probabilistic category learning in normal aging.

Publication ,  Journal Article
Fera, F; Weickert, TW; Goldberg, TE; Tessitore, A; Hariri, A; Das, S; Lee, S; Zoltick, B; Meeter, M; Myers, CE; Gluck, MA; Weinberger, DR; Mattay, VS
Published in: The Journal of neuroscience : the official journal of the Society for Neuroscience
December 2005

Probabilistic category learning engages neural circuitry that includes the prefrontal cortex and caudate nucleus, two regions that show prominent changes with normal aging. However, the specific contributions of these brain regions are uncertain, and the effects of normal aging have not been examined previously in probabilistic category learning. In the present study, using a blood oxygenation level-dependent functional magnetic resonance imaging block design, 18 healthy young adults (mean age, 25.5 +/- 2.6 years) and 15 older adults (mean age, 67.1 +/- 5.3 years) were assessed on the probabilistic category learning "weather prediction" test. Whole-brain functional images acquired using a 1.5T scanner (General Electric, Milwaukee, WI) with gradient echo, echo planar imaging (3/1 mm; repetition time, 3000 ms; echo time, 50 ms) were analyzed using second-level random-effects procedures [SPM99 (Statistical Parametric Mapping)]. Young and older adults displayed equivalent probabilistic category learning curves, used similar strategies, and activated analogous neural networks, including the prefrontal and parietal cortices and the caudate nucleus. However, the extent of caudate and prefrontal activation was less and parietal activation was greater in older participants. The percentage correct and reaction time were mainly positively correlated with caudate and prefrontal activation in young individuals but positively correlated with prefrontal and parietal cortices in older individuals. Differential activation within a circumscribed neural network in the context of equivalent learning suggests that some brain regions, such as the parietal cortices, may provide a compensatory mechanism for healthy older adults in the context of deficient prefrontal cortex and caudate nuclei responses.

Duke Scholars

Published In

The Journal of neuroscience : the official journal of the Society for Neuroscience

DOI

EISSN

1529-2401

ISSN

0270-6474

Publication Date

December 2005

Volume

25

Issue

49

Start / End Page

11340 / 11348

Related Subject Headings

  • Reaction Time
  • Problem Solving
  • Neurology & Neurosurgery
  • Nerve Net
  • Models, Statistical
  • Models, Neurological
  • Middle Aged
  • Male
  • Magnetic Resonance Imaging
  • Learning
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Fera, F., Weickert, T. W., Goldberg, T. E., Tessitore, A., Hariri, A., Das, S., … Mattay, V. S. (2005). Neural mechanisms underlying probabilistic category learning in normal aging. The Journal of Neuroscience : The Official Journal of the Society for Neuroscience, 25(49), 11340–11348. https://doi.org/10.1523/jneurosci.2736-05.2005
Fera, Francesco, Thomas W. Weickert, Terry E. Goldberg, Alessandro Tessitore, Ahmad Hariri, Sumitra Das, Sam Lee, et al. “Neural mechanisms underlying probabilistic category learning in normal aging.The Journal of Neuroscience : The Official Journal of the Society for Neuroscience 25, no. 49 (December 2005): 11340–48. https://doi.org/10.1523/jneurosci.2736-05.2005.
Fera F, Weickert TW, Goldberg TE, Tessitore A, Hariri A, Das S, et al. Neural mechanisms underlying probabilistic category learning in normal aging. The Journal of neuroscience : the official journal of the Society for Neuroscience. 2005 Dec;25(49):11340–8.
Fera, Francesco, et al. “Neural mechanisms underlying probabilistic category learning in normal aging.The Journal of Neuroscience : The Official Journal of the Society for Neuroscience, vol. 25, no. 49, Dec. 2005, pp. 11340–48. Epmc, doi:10.1523/jneurosci.2736-05.2005.
Fera F, Weickert TW, Goldberg TE, Tessitore A, Hariri A, Das S, Lee S, Zoltick B, Meeter M, Myers CE, Gluck MA, Weinberger DR, Mattay VS. Neural mechanisms underlying probabilistic category learning in normal aging. The Journal of neuroscience : the official journal of the Society for Neuroscience. 2005 Dec;25(49):11340–11348.

Published In

The Journal of neuroscience : the official journal of the Society for Neuroscience

DOI

EISSN

1529-2401

ISSN

0270-6474

Publication Date

December 2005

Volume

25

Issue

49

Start / End Page

11340 / 11348

Related Subject Headings

  • Reaction Time
  • Problem Solving
  • Neurology & Neurosurgery
  • Nerve Net
  • Models, Statistical
  • Models, Neurological
  • Middle Aged
  • Male
  • Magnetic Resonance Imaging
  • Learning