Dual-encoded magnetization transfer and diffusion imaging and its application to tract-specific microstructure mapping

TL;DR

This paper introduces a dual-encoded magnetization transfer and diffusion imaging sequence that efficiently maps tract-specific microstructure properties of white matter in under 7 minutes, improving specificity and repeatability.

Contribution

It presents a novel dual-encoded sequence optimized for high contrast and introduces a new tract-specific MTR analysis method that outperforms conventional techniques.

Findings

Reliable resolution of white matter tract MTR ratios

Less affected by partial volume effects

Scan time under 7 minutes

Abstract

We present a novel dual-encoded magnetization transfer (MT) and diffusion-weighted sequence and demonstrate its potential to resolve distinct properties of white matter fiber tracts at the sub-voxel level. The sequence was designed and optimized for maximal MT contrast efficiency. The resulting whole brain 2.6 mm isotropic protocol to measure tract-specific MT ratio (MTR) has a scan time under 7 minutes. Ten healthy subjects were scanned twice to assess repeatability. Two different analysis methods were contrasted: a technique to extract tract-specific MTR using Convex Optimization Modeling for Microstructure Informed Tractography (COMMIT), a global optimization technique; and conventional MTR tractometry. The results demonstrate that the tract-specific method can reliably resolve the MT ratios of major white matter fiber pathways and is less affected by partial volume effects than conventional multi-modal tractometry. Dual-encoded MT and diffusion is expected to both increase the sensitivity to microstructure alterations of specific tracts due to disease, ageing or learning, as well as lead to weighted structural connectomes with more anatomical specificity.