Insula Cortex Parcellation with Q-ball Residual Bootstrap Tractography Algorithm
Maria Luisa Mandelli1, Matteo Paoletti2, Nico Papinutto3, Bagrat Amirbekian3,4, Roland G Henry3,4,5, Eduardo Caverzasi3,6, and Maria Luisa Gorno-Tempini1

1Neurology, Memory Aging Center, UCSF, San Francisco, CA, United States, 2Radiology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy, 3Neurology, UCSF, San Francisco, CA, United States, 4Bioengineering Graduate Group, Berkeley, CA, United States, 5Radiology and Biomedical Imaging, San Francisco, CA, United States, 6Brain and Behavioral Sciences, Pavia, Italy

Synopsis

The insula cortex is involved in different functions, however its cortical connections have not yet been extensively explored. Whole brain tractography with Q-ball residual bootstrap algorithm was performed in 17 controls. Insula and the cortex regions were used as ending-ROIs. We found structural connections between the insula and 22 cortical regions for each hemisphere. After registered the images to the MNI space, the parcellation of the insula was obtained based on the ending-tract connected with each of the cortex region. Availability of a template atlas of insular structural connectivity would contribute to a better understanding of its multiple functions.

Background and purpose

The insula is a complex region of the human brain, the functions of which are still only partially understood. Literature implicates the insula in a wide and diverse range of activities including sensory, motor, language, behavior and cognitive functions. Several insulo-cortical connections have been reported yet no precise, integrated map of functional and anatomic connectivity of the human insula exists. In this study we identify specific connections between the human insula and the ipsilateral cortex using a Q-ball residual bootstrap tractography algorithm, and to provide a parcellation atlas of the insula based on structural white matter connections.

Materials and Methods

17 healthy subjects (42±12 years, M/F=10/7) underwent a 3T MRI protocol at the University of California, San Francisco (UCSF) including a structural 3D T1w MPRAGE and a high angular resolution diffusion (HARDI) imaging acquisition (2.2 mm3 isotropic voxel, b-value=2000 s/mm2, 55 diffusion gradients, 1 b0). HARDI datasets were corrected for movement and eddy-current distortions using FSL. Fractional Anisotropy maps were computed. Freesurfer software was used to parcellate cortical areas of the brain in the T1 images using the Desikan-Kylliany Atlas. Linear and non-linear transformations were used to register b0 volumes to T1 images and then T1 images to MNI standard template. The insulae were extracted bilaterally from the T1 images parcellated with Freesurfer and then registered in each diffusion subject’s space. Whole brain tractography was performed with a previously described q-ball residual bootstrap algorithm1 with 33 seeding density for each voxel. First we extracted the tractography of the insula by using the region as a first-end ROI. Then each cortical region of the brain obtained from the Freesurfer parcellation was used as a second either-end ROI to identify any connection with the ipsilateral insula. The resulting density maps (indicating how many streamlines pass through a voxel) were obtained from the tracts and then registered in the MNI space. Average density maps across subjects for each connection between the insula and each cortical region were finally calculated. Visual inpecting the average density maps, a threshold of 85% of the maximum number of streamlines connecting the insular with each cortex region and falling in the insula region, was chosen to minimize the overlap between the regions in which the parcellation resulted.

Results

Tractography of the insula was successfully identified in all the subjects (Figure 1). A total of 22 (out of 32) cortical connections with the insula for each hemisphere were found, the majority being with frontal and parietal lobes. The results of the structural-connectivity-based parcellation of the insula are consistent with results of previous structural and functional studies2,3. A caudal-rostral gradient of connection is evident displaying insular connections from posterior to anterior cortex. Anterior dorsal insula shows a high connectivity with frontopercularis areas and precentral gyrus. The most inferior insular portion connects with lateral orbitofrontal, rostral middle frontal, and superior frontal regions. The anterior ventral insula is most connected with medial orbitofrontal cortex. The posterior insula has connections with the postcentral gyrus, the superior parietal gyrus and the inferior parietal lobule. Specifically the posterior long insular gyrus associates with the occipital lobe and the pole of the posterior insular lobule with the temporal lobe. Figure 2 show an example of the insular parcellation based on 12 connected cortex regions extracted with Freesurfer.

Conclusion

Q-ball residual bootstrap tractography provides an anatomical parcellation of human insula based on homolateral cortical connectivity. These results are consistent with functional areas described in fMRI studies. Availability of a template atlas of insular anatomic connectivity would contribute to a better understanding of its multiple functions and would have a clinical impact on insular lesion studies, on neurosurgical application in pre-intervention mapping, and in predicting post-intervention deficits.

Acknowledgements

No acknowledgement found.

References

1. Berman JI, Chung S, Mukherjee P, Hess CP, Han ET, Henry RG. Probabilistic streamline q-ball tractography using the residual bootstrap. Neuroimage. 2008;39(1).

2. Cerliani L, Thomas RM, Jbabdi S, Siero JC, Nanetti L, Crippa A, Gazzola V, D'Arceuil H, Keysers C. Probabilistic tractography recovers a rostrocaudal trajectory of connectivity variability in the human insular cortex. Hum Brain Mapp. 2012;33(9).

3. Deen B, Pitskel NB, Pelphrey KA. Three systems of insular functional connectivity identified with cluster analysis. Cereb Cortex. 2011;21(7).

Figures

Q-ball residual bootstrap tractography of the left insula in a single subject

Insula Parcellation based on 12 white matter connections to the cortex regions.



Proc. Intl. Soc. Mag. Reson. Med. 24 (2016)
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