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Article

Putamen Stiffness Declines with Age and Is Associated with Implicit Sequence Learning Outcomes

by
Hyeon Jung Heselton
1,
Aaron T. Anderson
2,
Curtis L. Johnson
3,
Neal J. Cohen
4,5,
Bradley P. Sutton
2,5,6 and
Hillary Schwarb
1,7,*
1
Center for Brain, Biology and Behavior, University of Nebraska-Lincoln, Lincoln, NE 68588, USA
2
Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana Champaign, Urbana, IL 61801, USA
3
Department of Biomedical Engineering, University of Delaware, Newark, DE 19713, USA
4
Department of Psychology, University of Illinois at Urbana-Champaign, Champaign, IL 61820, USA
5
Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
6
The Grainger College of Engineering, Bioengineering Department, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
7
Department of Psychology and Center for Brain, Biology and Behavior, University of Nebraska-Lincoln, Lincoln, NE 68588, USA
*
Author to whom correspondence should be addressed.
Brain Sci. 2025, 15(9), 947; https://doi.org/10.3390/brainsci15090947
Submission received: 18 July 2025 / Revised: 15 August 2025 / Accepted: 27 August 2025 / Published: 29 August 2025

Abstract

Background/Objectives: Sequence learning, the ability to pick up on regularities in our environment to facilitate behavior, is critically dependent on striatal structures in the brain, with the putamen emerging as a critical hub for implicit sequence learning. As the putamen is known to shrink with age, and age-related declines in sequence learning abilities are common, it has been hypothesized that the structural integrity of the putamen is likely related to sequence learning outcomes. However, the structural literature is sparse. One reason may be that traditional structural imaging measures, like volume, are not sufficiently sensitive to measure changes that are related to performance outcomes. We propose that magnetic resonance elastography (MRE), an emerging neuroimaging tool that provides quantitative measures of microstructural integrity, may fill this gap. Methods: In this study, both sequence learning abilities and the structural integrity of the putamen were assessed in 61 cognitively healthy middle-aged and older adults (range: 45–78 years old). Sequence learning was measured via performance on the Serial Reaction Time Task. Putamen integrity was assessed in two ways: first, via standard structural volume assessments, and second, via MRE measures of tissue integrity. Results: Age significantly correlated with both putamen volume and stiffness but not sequence learning scores. While sequence learning scores did not correlate with volume, MRE-derived measures of putamen stiffness were significantly correlated with learning outcomes such that individuals with stiffer putamen showed higher learning scores. A series of control analyses were performed to highlight the specificity and sensitivity of this putamen stiffness–sequence learning relationship. Conclusions: Together these data indicate that microstructural changes that occur in the putamen as we age may contribute to changes in sequence learning outcomes.
Keywords: sequence learning; implicit learning; serial reaction time task; putamen; volume; magnetic resonance elastography; stiffness sequence learning; implicit learning; serial reaction time task; putamen; volume; magnetic resonance elastography; stiffness

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MDPI and ACS Style

Heselton, H.J.; Anderson, A.T.; Johnson, C.L.; Cohen, N.J.; Sutton, B.P.; Schwarb, H. Putamen Stiffness Declines with Age and Is Associated with Implicit Sequence Learning Outcomes. Brain Sci. 2025, 15, 947. https://doi.org/10.3390/brainsci15090947

AMA Style

Heselton HJ, Anderson AT, Johnson CL, Cohen NJ, Sutton BP, Schwarb H. Putamen Stiffness Declines with Age and Is Associated with Implicit Sequence Learning Outcomes. Brain Sciences. 2025; 15(9):947. https://doi.org/10.3390/brainsci15090947

Chicago/Turabian Style

Heselton, Hyeon Jung, Aaron T. Anderson, Curtis L. Johnson, Neal J. Cohen, Bradley P. Sutton, and Hillary Schwarb. 2025. "Putamen Stiffness Declines with Age and Is Associated with Implicit Sequence Learning Outcomes" Brain Sciences 15, no. 9: 947. https://doi.org/10.3390/brainsci15090947

APA Style

Heselton, H. J., Anderson, A. T., Johnson, C. L., Cohen, N. J., Sutton, B. P., & Schwarb, H. (2025). Putamen Stiffness Declines with Age and Is Associated with Implicit Sequence Learning Outcomes. Brain Sciences, 15(9), 947. https://doi.org/10.3390/brainsci15090947

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