An improved combination of T1-weighted and FLAIR contrasts for myelin water imaging

In vivo myelin imaging often requires long and dedicated MRI scanning techniques. Combining conventional T1-weighted and FLAIR images into the T1w/FLAIR-ratio has been proposed as a myelin-sensitive proxy, however its sensitivity is debated. In this study, we explore the sensitivity to the myelin content of an improved combination of T1w and FLAIR contrasts. A training dataset (N=23) with reference standard myelin water fraction (MWF) values was used to fit both the T1w and FLAIR contrasts to the MWF using a second order polynomial surface fitting method. This combination was evaluated in an independent dataset (N=30) with reference MWF values relative to the T1w/FLAIR-ratio by partial correlation analysis adjusting for age and sex. Moreover, the performance of the improved combination was demonstrated in a population-based dataset (N=4652) by assessing its relation with age. The polynomial fit showed a 27% increase in correlation strength with the MWF compared to the standard T1w/FLAIR-ratio (r=.72 vs. r=.56, p<.01) in the white matter. In the external validation set the polynomial fit also increased the correlation strength compared to the T1w/FLAIR-ratio (r=.64 vs. r=.51, p=.07). Furthermore, in the large population-based dataset, the polynomial fit explained 9.5% more variance in a model with age and age squared, compared to the T1w/FLAIR ratio (R 2 =.48 vs. R 2 =.43, p<.001). A second-order polynomial combination of T1w and FLAIR images provides an empirically optimized marker with stronger associations with the reference MWF compared to the conventional T1w/FLAIR-ratio, without dedicated time-consuming imaging.

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Journal
NeuroImage
Published
2026-08-25
DOI
https://doi.org/10.1016/j.neuroimage.2026.122182
Primary Topic
Advanced MRI Techniques and Applications
Type
article
Field-Weighted Citation Impact
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article

An improved combination of T1-weighted and FLAIR contrasts for myelin water imaging

Maud van Dinther, Walter H. Backes, Paulien Voorter, Gerhard S. Drenthen et al.
NeuroImage
Advanced MRI Techniques and Applications
article

An improved combination of T1-weighted and FLAIR contrasts for myelin water imaging

Maud van Dinther, Walter H. Backes, Paulien Voorter, Gerhard S. Drenthen, Julie Staals, Jongho Lee, Sebastian Köhler, Jacobus F.A. Jansen, Willemijn J. Jansen
article en

Abstract

In vivo myelin imaging often requires long and dedicated MRI scanning techniques. Combining conventional T1-weighted and FLAIR images into the T1w/FLAIR-ratio has been proposed as a myelin-sensitive proxy, however its sensitivity is debated. In this study, we explore the sensitivity to the myelin content of an improved combination of T1w and FLAIR contrasts. A training dataset (N=23) with reference standard myelin water fraction (MWF) values was used to fit both the T1w and FLAIR contrasts to the MWF using a second order polynomial surface fitting method. This combination was evaluated in an independent dataset (N=30) with reference MWF values relative to the T1w/FLAIR-ratio by partial correlation analysis adjusting for age and sex. Moreover, the performance of the improved combination was demonstrated in a population-based dataset (N=4652) by assessing its relation with age. The polynomial fit showed a 27% increase in correlation strength with the MWF compared to the standard T1w/FLAIR-ratio (r=.72 vs. r=.56, p<.01) in the white matter. In the external validation set the polynomial fit also increased the correlation strength compared to the T1w/FLAIR-ratio (r=.64 vs. r=.51, p=.07). Furthermore, in the large population-based dataset, the polynomial fit explained 9.5% more variance in a model with age and age squared, compared to the T1w/FLAIR ratio (R 2 =.48 vs. R 2 =.43, p<.001). A second-order polynomial combination of T1w and FLAIR images provides an empirically optimized marker with stronger associations with the reference MWF compared to the conventional T1w/FLAIR-ratio, without dedicated time-consuming imaging.

NeuroImageVol. 339
Seoul National University (KR), Maastricht University Medical Centre (NL), Maastricht University (NL)
ZonMw, Alzheimer Nederland
Clean water and sanitation
Openalex Percentile: Top 10%
Advanced MRI Techniques and Applications
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