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Free water elimination tractometry for aging brains.

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Free water elimination (FWE) and multi-shell modeling improve diffusion MRI tractometry reliability in aging brains. These methods enhance accuracy and yield, even with single-shell data, highlighting the need to account for free water in older adults.

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Area of Science:

  • Neuroimaging
  • Biomedical Engineering
  • Gerontology

Background:

  • Diffusion MRI tractometry is crucial for studying brain connections in aging.
  • Increased white matter free water in aging brains can reduce tractometry reliability.
  • Existing methods may not fully account for age-related changes in white matter microstructure.

Purpose of the Study:

  • To evaluate the impact of free water elimination (FWE) and multi-shell multi-tissue (MSMT) modeling on tractometry reliability and accuracy in older adults.
  • To assess the generalizability of findings to single-shell diffusion MRI datasets.
  • To investigate the relationship between tractometry metrics and white matter hyperintensity burden.

Main Methods:

  • Applied FWE and MSMT modeling to diffusion MRI data from 396 older adults (65-103 years).
  • Assessed tractometry reliability using split-half comparisons across the analysis pipeline.
  • Correlated tractometry outcomes with Fazekas scores for white matter hyperintensity burden.
  • Simulated single-shell data from multi-shell datasets to test generalizability.

Main Results:

  • Both FWE and MSMT modeling significantly improved tractometry reliability and accuracy.
  • FWE enhanced tractography yield and coverage in areas with leukoaraiosis.
  • Tractometry findings were strongly predictive of Fazekas scores, indicating global white matter changes.
  • Results generalized to single-shell data, suggesting applicability to diverse datasets.

Conclusions:

  • Accounting for free water is essential for reliable and accurate tractometry in aging brains.
  • FWE and MSMT modeling offer robust solutions for analyzing white matter integrity in older populations.
  • The findings underscore the impact of white matter hyperintensities on overall brain connectivity.