Abstract
Studying the human subcortical auditory system non-invasively is challenging due to its small, densely packed structures deep within the brain. Additionally, the elaborate three-dimensional (3-D) structure of the system can be difficult to understand based on currently available 2-D schematics and animal models. We addressed these issues using a combination of histological data, post mortem magnetic resonance imaging (MRI), and in vivo MRI at 7 Tesla. We created anatomical atlases based on state-of-the-art human histology (BigBrain) and post mortem MRI (50 μm). We measured functional MRI (fMRI) responses to natural sounds and demonstrate that the functional localization of subcortical structures is reliable within individual participants who were scanned in two different experiments. Further, a group functional atlas derived from the functional data locates these structures with a median distance below 2mm. Using diffusion MRI tractography, we revealed structural connectivity maps of the human subcortical auditory pathway both in vivo (1050 μm isotropic resolution) and post mortem (200 μm isotropic resolution). This work captures current MRI capabilities for investigating the human subcortical auditory system, describes challenges that remain, and contributes novel, openly available data, atlases, and tools for researching the human auditory system.
Footnotes
Added second in vivo functional experiment; revised figures; revised text; included supplementary videos
Glossary
- Anatomical abbreviations
- AVCN
- Anteroventral cochlear nucleus.
- CN
- Cochlear nucleus.
- CNVIII
- 8th nerve, vestibulocochlear nerve.
- DCN
- Dorsal cochclear nucleus.
- IC
- Inferior colliculus.
- LGN
- Lateral geniculate nucleus.
- LSO
- Lateral superior olive.
- MGB/MGN
- Medial geniculate body/nucleus.
- MNTB
- Medial nucleus of the trapezoid body.
- MSO
- Medial superior olive.
- PVCN
- Posteroventral cochlear nucleus.
- SOC
- Superior olivary complex.
MRI acquisition abbreviations
- 7T
- 7 Tesla.
- dMRI
- diffusion magnetic resonance imaging.
- FOV
- Field of view.
- fMRI
- functional magnetic resonance imaging.
- GRAPPA
- Generalized auto-calibrating partially parallel acquisitions.
- MB
- Multi-band.
- MPRAGE
- Magnetization prepared rapid acquisition gradient echo.
- MRI
- Magnetic resonance imaging.
- PDw
- Proton density weighted.
- SI-T1w
- Short inversion time T1-weighted.
- T1w
- T1-weighted.
- T2*w
- T2*-weighted.
- TE
- Echo time.
- TR
- Repetition time.
Data analysis abbreviations
- CSD
- Constrained spherical deconvolution.
- FA
- Fractional anisotropy.
- FDR
- False discovery rate.
- FOD
- Fiber orientation distribution.
- GLM
- General linear model.
- HCP
- Human connectome project.
- HRF
- Hemodynamic response function.
- ICBM
- Internation Consortium for Brain Mapping.
- M0
- T2 signal with no diffusion weighting.
- MD
- Mean diffusivity.
- MNI
- Montreal Neurological Institude.
- MSMT
- Multi-shell multi-tissue.
- ODFs
- Orientation distribution functions.
- ROI
- Region of interest.