Publication: Scan-rescan repeatability of axonal imaging metrics using high-gradient diffusion MRI and statistical implications for study design
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Issued Date
2021-10-15
Resource Type
ISSN
10959572
10538119
10538119
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2-s2.0-85109215096
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Mahidol University
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SCOPUS
Bibliographic Citation
NeuroImage. Vol.240, (2021)
Suggested Citation
Qiuyun Fan, Maya N. Polackal, Qiyuan Tian, Chanon Ngamsombat, Aapo Nummenmaa, Thomas Witzel, Eric C. Klawiter, Susie Y. Huang Scan-rescan repeatability of axonal imaging metrics using high-gradient diffusion MRI and statistical implications for study design. NeuroImage. Vol.240, (2021). doi:10.1016/j.neuroimage.2021.118323 Retrieved from: https://repository.li.mahidol.ac.th/handle/123456789/78895
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Title
Scan-rescan repeatability of axonal imaging metrics using high-gradient diffusion MRI and statistical implications for study design
Abstract
Axon diameter mapping using diffusion MRI in the living human brain has attracted growing interests with the increasing availability of high gradient strength MRI systems. A systematic assessment of the consistency of axon diameter estimates within and between individuals is needed to gain a comprehensive understanding of how such methods extend to quantifying differences in axon diameter index between groups and facilitate the design of neurobiological studies using such measures. We examined the scan-rescan repeatability of axon diameter index estimation based on the spherical mean technique (SMT) approach using diffusion MRI data acquired with gradient strengths up to 300 mT/m on a 3T Connectom system in 7 healthy volunteers. We performed statistical power analyses using data acquired with the same protocol in a larger cohort consisting of 15 healthy adults to investigate the implications for study design. Results revealed a high degree of repeatability in voxel-wise restricted volume fraction estimates and tract-wise estimates of axon diameter index derived from high-gradient diffusion MRI data. On the region of interest (ROI) level, across white matter tracts in the whole brain, the Pearson's correlation coefficient of the axon diameter index estimated between scan and rescan experiments was r = 0.72 with an absolute deviation of 0.18 μm. For an anticipated 10% effect size in studies of axon diameter index, most white matter regions required a sample size of less than 15 people to observe a measurable difference between groups using an ROI-based approach. To facilitate the use of high-gradient strength diffusion MRI data for neuroscientific studies of axonal microstructure, the comprehensive multi-gradient strength, multi-diffusion time data used in this work will be made publicly available, in support of open science and increasing the accessibility of such data to the greater scientific community.