The relationship between fitness and white matter using a fixel based analysis in older adults

Abstract Age-related cognitive decline occurs, in part, due to diminishing white matter integrity. Higher cardiorespiratory fitness (CRF) may mitigate cognitive decline by preserving white matter structure and function, yet the mechanisms underlying these associations remain poorly understood. While prior studies have suggested that white matter microstructure mediates the relationship between CRF and cognition, they have been limited by the use of tensor-based diffusion imaging metrics, which are less sensitive to crossing fibers and complex white matter architecture. In this study, we leveraged a novel and more sensitive analytical approach, fixel-based analyses (FBA), to provide estimates of fiber density (FD), fiber cross-section (FC), and their combined measure (FDC) in multiple directions within each voxel. Using a uniquely large sample of 636 cognitively normal older adults aged 65–80 years (mean age = 69.8 years; 71% female), we hypothesized that FBA metrics would reveal robust relationships between CRF and white matter microstructure and mediate associations between CRF and cognition. In whole-brain analyses, higher CRF was associated with greater FD, FC, and FDC. Furthermore, these FBA-derived metrics statistically mediated the relationship between CRF and cognitive performance in the domains of visuospatial abilities, processing speed, working memory, and executive function/attentional control, but not episodic memory. These findings further highlight the potential for CRF to be associated with preserved cognitive function in aging through its relationship with white matter micro- and macro-structural properties, providing novel insights into the neurobiological mechanisms of fitness-related cognitive resilience.

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Publication Details

Journal
Innovation in Aging
Published
2025-12-01
DOI
https://doi.org/10.1093/geroni/igaf122.2755
Primary Topic
Advanced Neuroimaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
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article

The relationship between fitness and white matter using a fixel based analysis in older adults

Kirk I. Erickson, Aaron E. L. Warren, Amanda O’Brien, Hannah Odom et al.
Innovation in Aging
Advanced Neuroimaging Techniques and Applications
article

The relationship between fitness and white matter using a fixel based analysis in older adults

Kirk I. Erickson, Aaron E. L. Warren, Amanda O’Brien, Hannah Odom, Emma Tinney, Charles Hillman, Arthur Kramer, Edward McAuley
article en

Abstract

Abstract Age-related cognitive decline occurs, in part, due to diminishing white matter integrity. Higher cardiorespiratory fitness (CRF) may mitigate cognitive decline by preserving white matter structure and function, yet the mechanisms underlying these associations remain poorly understood. While prior studies have suggested that white matter microstructure mediates the relationship between CRF and cognition, they have been limited by the use of tensor-based diffusion imaging metrics, which are less sensitive to crossing fibers and complex white matter architecture. In this study, we leveraged a novel and more sensitive analytical approach, fixel-based analyses (FBA), to provide estimates of fiber density (FD), fiber cross-section (FC), and their combined measure (FDC) in multiple directions within each voxel. Using a uniquely large sample of 636 cognitively normal older adults aged 65–80 years (mean age = 69.8 years; 71% female), we hypothesized that FBA metrics would reveal robust relationships between CRF and white matter microstructure and mediate associations between CRF and cognition. In whole-brain analyses, higher CRF was associated with greater FD, FC, and FDC. Furthermore, these FBA-derived metrics statistically mediated the relationship between CRF and cognitive performance in the domains of visuospatial abilities, processing speed, working memory, and executive function/attentional control, but not episodic memory. These findings further highlight the potential for CRF to be associated with preserved cognitive function in aging through its relationship with white matter micro- and macro-structural properties, providing novel insights into the neurobiological mechanisms of fitness-related cognitive resilience.

Innovation in AgingVol. 9(Supplement_2)
Brigham and Women's Hospital (US), Northeastern University (US), University of Illinois Urbana-Champaign (US), AdventHealth Orlando (US), Translational Research Institute for Metabolism and Diabetes (US)
Openalex Percentile: Top 29%
Advanced Neuroimaging Techniques and Applications
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