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  High angular resolution susceptibility imaging and estimation of fiber orientation distribution functions in primate brain

Gkotsoulias, D., Müller, R., Jäger, C., Schlumm, T., Mildner, T., Eichner, C., et al. (2022). High angular resolution susceptibility imaging and estimation of fiber orientation distribution functions in primate brain. bioRxiv. doi:10.1101/2022.10.23.513390.

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Gkotsoulias, Dimitrios1, Author           
Müller, Roland1, Author                 
Jäger, Carsten2, Author                 
Schlumm, Torsten1, Author           
Mildner, Toralf1, Author           
Eichner, Cornelius3, Author                 
Pampel, André1, Author           
Jaffe, Jennifer, Author
Gräßle, Tobias, Author
Alsleben, Niklas, Author
Chen, Jingjia, Author
Crockford, Catherine, Author
Wittig, Roman, Author
Liu, Chunlei, Author
Möller, Harald E.1, Author           
Affiliations:
1Methods and Development Group Nuclear Magnetic Resonance, MPI for Human Cognitive and Brain Sciences, Max Planck Society, ou_634558              
2Department Neurophysics (Weiskopf), MPI for Human Cognitive and Brain Sciences, Max Planck Society, ou_2205649              
3Methods and Development Unit Nuclear Magnetic Resonance, MPI for Human Cognitive and Brain Sciences, Max Planck Society, ou_634558              

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 Abstract: Uncovering brain-tissue microstructure including axonal characteristics is a major neuroimaging research focus. Within this scope, anisotropic properties of magnetic susceptibility in white matter have been successfully employed to estimate primary axonal trajectories using mono-tensorial models. However, anisotropic susceptibility has not yet been considered for modeling more complex fiber structures within a voxel, such as intersecting bundles, or an estimation of orientation distribution functions (ODFs). This information is routinely obtained by high angular resolution diffusion imaging (HARDI) techniques. In applications to fixed tissue, however, diffusion-weighted imaging suffers from an inherently low signal-to-noise ratio and limited spatial resolution, leading to high demands on the performance of the gradient system in order to mitigate these limitations. In the current work, high angular resolution susceptibility imaging (HARSI) is proposed as a novel, phase-based methodology to estimate ODFs. A multiple gradient-echo dataset was acquired in an entire fixed chimpanzee brain at 61 orientations by reorienting the specimen in the magnetic field. The constant solid angle method was adapted for estimating phase-based ODFs. HARDI data were also acquired for comparison. HARSI yielded information on whole-brain fiber architecture, including identification of peaks of multiple bundles that resembled features of the HARDI results. Distinct differences between both methods suggest that susceptibility properties may offer complementary microstructural information. These proof-of-concept results indicate a potential to study the axonal organization in post-mortem primate and human brain at high resolution.

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Language(s): eng - English
 Dates: 2022-10-24
 Publication Status: Published online
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 Identifiers: DOI: 10.1101/2022.10.23.513390
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Title: bioRxiv
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