Abstract

Cognitive processing speed is crucial for human cognition and declines with aging. White matter hyperintensity (WMH), a common sign of WM vascular damage in the elderly, is closely related to slower psychomotor processing speed. In this study, we investigated the association between WMH and psychomotor speed changes through a comprehensive assessment of brain structural and functional features. Multi‐modal MRIs were acquired from 60 elderly adults. Psychomotor processing speeds were assessed using the Trail Making Test Part A (TMT‐A). Linear regression analyses were performed to assess the associations between TMT‐A and brain features, including WMH volumes in five cerebral regions, diffusivity parameters in the major WM tracts, regional gray matter volume, and brain activities across the whole brain. Hierarchical regression analysis was used to demonstrate the contribution of each index to slower psychomotor processing speed. Linear regression analysis demonstrated that WMH volume in the occipital lobe and fractional anisotropy of the forceps major, an occipital association tract, were associated with TMT‐A. Besides, resting‐state brain activities in the visual cortex connected to the forceps major were associated with TMT‐A. Hierarchical regression showed fractional anisotropy of the forceps major and regional brain activities were significant predictors of TMT‐A. The occurrence of WMH, combined with the disruption of passing‐through fiber integrity and altered functional activities in areas connected by this fiber, are associated with a decline of psychomotor processing speed. While the causal relationship of this WMH‐Tract‐Function‐Behavior link requires further investigation, this study enhances our understanding of these complex mechanisms.

Highlights

  • Psychomotor processing speed describes the amount of time taken to process a set of cognitive operations (Miyake et al, 2000)

  • We found that fractional amplitude of low-frequency fluctuations (fALFF) values mainly clustered in the left occipital lobe (Figure 4) and negatively correlated with Trail Making Test Part A (TMT-A) performance after false discovery rate (FDR) correction

  • We found that TMT-A completion times were associated with white matter hyperintensity (WMH) volume, the mean tract fractional anisotropy (FA) and resting-state brain activity, suggesting that structural and functional degeneration contributes to age-related decline in cognitive function

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Summary

| INTRODUCTION

Psychomotor processing speed describes the amount of time taken to process a set of cognitive operations (Miyake et al, 2000). To examine the relationship between WM lesions and psychomotor processing speed changes, linear regression analyses were performed between the TMT-A completion time and WM imaging features, including WMH volumes in five cerebral ROIs and the average FA values from 18 reconstructed tracts, controlling for age and gender. To investigate the association of psychomotor processing speed with regional gray matter volume and brain activity, voxel-wise linear regression analyses were performed between the TMT-A completion time and brain maps (modulated gray matter map and fALFF maps) in each voxel, controlling for age and gender. Adjusted R2 (explanation of variance), incremental explanation of variance (Δ), standardized beta values (βj) and the p values of the change in variance between the models were calculated

| RESULTS
Findings
| DISCUSSION
| CONCLUSION
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