Brain Atlases: Non-Human Primate

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Non-Human Primate

MNI Average Macaque

We present an unbiased standard macaque monkey magnetic resonance imaging template brain volume that offers a common stereotaxic reference frame to localize anatomical and functional information in an organized and reliable way for comparison across individual macaque monkeys and studies.

We have used MRI volumes from a group of 25 normal adult macaque monkeys (18 Macaca fascicularis, 7 Macaca mulatta) to create the individual atlas. Thus, the atlas does not rely on the anatomy of a single subject, but instead depends on nonlinear normalization of numerous macaque brains mapped to an average template image that is faithful to the location of anatomical structures.

Tools for registering a native MRI to the MNI macaque atlas can be found in the Software section.

For questions related to the MNI macaque atlas (rather than the website), contact Stephen Frey.

Viewing

Viewing the atlas and associated volumes online requires Java browser support. The Java Internet Viewer (JIV2) used here is available for download and personal use under the GNU general public license (GPL). A custom download of JIV2 and the volumes used below is available here.

To view the MNI macaque atlas online: click here.
To view the MNI macaque and the Paxinos labels together: click here.
To view the MNI macaque along with the Paxinos labels and a sample native cynomolgus macaque: click here.

The MNI MRI macaque stereotaxic coordinates (X,Y,Z) are displayed in the first row below the volumes. The second row is reserved for display of the native monkey coordinates (Xnat,Ynat,Znat), and the third row for displaying the Paxinos atlas coordinates (Breg,Lat,Sup).

For viewing, one can use the left most mouse button to click on any image, and the other cross-sectional images will be updated with the appropriate position. You can also hold the middle/rocker mouse button down while moving up or down, to pan through the image plane. Holding ‘Shift’ with the left or middle button will enable dragging and zooming.

When looking at the images, remember that left is left and right is right!

Methods

The macaque average atlas is comprised of 25 T1-weighted MRIs of normal young adult macaque brains (18 Macaca fascicularis, 7 Macaca mulatta). This atlas is not based on a single subject but instead is an average constructed from the averaged position, orientation and scale from all the individual subjects and is representative of both the intensities and spatial positioning of anatomical structures.

Image pre-processing included non-uniform intensity correction and intensity normalization with a range of 0–100. One monkey out of 25 macaques was chosen to serve as the initial target. Registration of the remaining 24 macaque monkeys to the chosen was initialized using manually identified homologous landmarks that included the center of the left and right eyeballs, the anterior commissure (AC), the posterior apex of the 4th ventricle as seen in a midline sagittal image, the most anterior aspect of the genu and the most posterior aspect of the corpus callosum, and the intersection of the central sulcus with the longitudinal fissure.

The ANIMAL algorithm (Collins et al., 1995) was used to estimate the nonlinear deformation field that best aligned local neighbourhoods between each monkey volume and the average target. The nonlinear registration began by estimating a grid with 3mm spacing. Each MRI volume was resampled through the recovered nonlinear transformation, and all resampled volumes were averaged together on a voxel-by-voxel basis to create a mean intensity image. To remove the potential bias of the initial atlas used for registration, all deformation fields were average together and then the average deformation was inverted and then applied to the mean intensity volume to create a spatially unbiased, average intensity atlas volume that is used as the target for the next registration step. This process was repeated twice, using a grid spacing of 2mm, and then 1mm.

Publications

The following publications should be referenced when using this atlas:

M. Mallar Chakravarty, Stephen Frey, and D. Louis Collins. ‘Digital atlas of the monkey brain in stereotactic co-ordinates’ in The Rhesus Monkey Brain In Stereotactic Coordinates, G Paxinos, XF Huang, M Petrides, AW Toga. Elsevier, March 2008.
Stephen Frey, Deepak N. Pandya, M. Mallar Chakravarty, Michael Petrides, D. Louis Collins. ‘MNI monkey space’, Neuroscience Research, Volume 65, Supplement 1, pg S130, 2009.
Stephen Frey, Deepak N. Pandya, M. Mallar Chakravarty, Lara Bailey, Michael Petrides, D. Louis Collins. ‘An MRI based average macaque monkey stereotaxic atlas and space (MNI monkey space)’, NeuroImage (2011), doi:10.1016/j.neuroimage.2011.01.040

Download

Click here to download the atlas and associated files in your chosen format.

MNI Rhesus Macaque

We present an unbiased standard rhesus macaque monkey magnetic resonance imaging template brain volume that offers a common stereotaxic reference frame to localize anatomical and functional information in an organized and reliable way for comparison across individual rhesus monkeys and studies.

We have used MRI volumes from a group of 7 normal adult rhesus monkeys (Macaca mulatta) to create the individual atlas. Thus, the atlas does not rely on the anatomy of a single subject, but instead depends on nonlinear normalization of numerous rhesus monkey brains mapped to an average template image that is faithful to the location of anatomical structures.

Tools for registering a native MRI to the rhesus macaque atlas can be found in the Software section.

For questions related to the MNI rhesus macaque atlas (rather than the website), contact Stephen Frey.

Viewing

Viewing the atlas and associated volumes online requires Java browser support. The Java Internet Viewer (JIV2) used here is available for download and personal use under the GNU general public license (GPL). A custom download of JIV2 and the volumes used below is available here.

To view the MNI rhesus macaque atlas online: click here.
To view the MNI rhesus macaque and the Paxinos labels together: click here.
To view the MNI rhesus macaque along with the Paxinos labels and a sample native rhesus: click here.

The MNI MRI rhesus stereotaxic coordinates (X,Y,Z) are displayed in the first row below the volumes. The second row is reserved for display of the native rhesus coordinates (Xnat,Ynat,Znat), and the third row for displaying the Paxinos atlas coordinates (Breg,Lat,Sup).

For viewing, one can use the left most mouse button to click on any image, and the other cross-sectional images will be updated with the appropriate position. You can also hold the middle/rocker mouse button down while moving up or down, to pan through the image plane. Holding ‘Shift’ with the left or middle button will enable dragging and zooming.

When looking at the images, remember that left is left and right is right!

Methods

The rhesus macaque average atlas is comprised of 7 T1-weighted MRIs of normal young adult rhesus macaque brains. This atlas is not based on a single subject but instead is an average constructed from the averaged position, orientation and scale from all the individual subjects and is representative of both the intensities and spatial positioning of anatomical structures.

The rhesus atlas was created via the macaque atlas (see Macaque for details). By averaging the voxel intensities of the 7 rhesus MRI which were resampled in MNI macaque space, a mean intensity image is created. The deformations for these 7 animals were also averaged together, inverted, and then applied to the mean intensity image to create the unbiased standard rhesus macaque monkey MRI template brain atlas.

Publications

The following publications should be referenced when using this atlas:

M. Mallar Chakravarty, Stephen Frey, and D. Louis Collins. ‘Digital atlas of the monkey brain in stereotactic co-ordinates’ in The Rhesus Monkey Brain In Stereotactic Coordinates, G Paxinos, XF Huang, M Petrides, AW Toga. Elsevier, March 2008.
Stephen Frey, Deepak N. Pandya, M. Mallar Chakravarty, Michael Petrides, D. Louis Collins. ‘MNI monkey space’, Neuroscience Research, Volume 65, Supplement 1, pg S130, 2009.
Stephen Frey, Deepak N. Pandya, M. Mallar Chakravarty, Lara Bailey, Michael Petrides, D. Louis Collins. ‘An MRI based average macaque monkey stereotaxic atlas and space (MNI monkey space)’, NeuroImage (2011), doi:10.1016/j.neuroimage.2011.01.040

Download

Click here to download the atlas and associated files in your chosen format.

MNI Cynomolgus Macaque

We present an unbiased standard cynomolgus macaque monkey magnetic resonance imaging template brain volume that offers a common stereotaxic reference frame to localize anatomical and functional information in an organized and reliable way for comparison across individual cynomolgus monkeys and studies.

We have used MRI volumes from a group of 18 normal adult cynomulgus monkeys (Macaca fascicularis) to create the individual atlas. Thus, the atlas does not rely on the anatomy of a single subject, but instead depends on nonlinear normalization of numerous cynomolgus monkey brains mapped to an average template image that is faithful to the location of anatomical structures.

Tools for registering a native MRI to the cynomolgus macaque atlas can be found in the Software section.

For questions related to the MNI cynomolgus macaque atlas (rather than the website), contact Stephen Frey.

Viewing

Viewing the atlas and associated volumes online requires Java browser support. The Java Internet Viewer (JIV2) used here is available for download and personal use under the GNU general public license (GPL). A custom download of JIV2 and the volumes used below is available here.

To view the MNI cynomolgus macaque atlas online: click here.
To view the MNI cynomolgus macaque and the Paxinos labels together: click here.
To view the MNI cynomolgus macaque along with the Paxinos labels and a sample native cynomolgus: click here.

The MNI MRI cynomolgus stereotaxic coordinates (X,Y,Z) are displayed in the first row below the volumes. The second row is reserved for display of the native cynomolgus coordinates (Xnat,Ynat,Znat), and the third row for displaying the Paxinos atlas coordinates (Breg,Lat,Sup).

For viewing, one can use the left most mouse button to click on any image, and the other cross-sectional images will be updated with the appropriate position. You can also hold the middle/rocker mouse button down while moving up or down, to pan through the image plane. Holding ‘Shift’ with the left or middle button will enable dragging and zooming.

When looking at the images, remember that left is left and right is right!

Methods

The cynomolgus macaque average atlas is comprised of 18 T1-weighted MRIs of normal young adult cynomolgus macaque brains. This atlas is not based on a single subject but instead is an average constructed from the averaged position, orientation and scale from all the individual subjects and is representative of both the intensities and spatial positioning of anatomical structures.

The rhesus atlas was created via the macaque atlas (see Macaque for details). By averaging the voxel intensities of the 7 rhesus MRI which were resampled in MNI macaque space, a mean intensity image is created. The deformations for these 7 animals were also averaged together, inverted, and then applied to the mean intensity image to create the unbiased standard rhesus macaque monkey MRI template brain atlas.

Publications

The following publications should be referenced when using this atlas:

M. Mallar Chakravarty, Stephen Frey, and D. Louis Collins. ‘Digital atlas of the monkey brain in stereotactic co-ordinates’ in The Rhesus Monkey Brain In Stereotactic Coordinates, G Paxinos, XF Huang, M Petrides, AW Toga. Elsevier, March 2008.
Stephen Frey, Deepak N. Pandya, M. Mallar Chakravarty, Michael Petrides, D. Louis Collins. ‘MNI monkey space’, Neuroscience Research, Volume 65, Supplement 1, pg S130, 2009.
Stephen Frey, Deepak N. Pandya, M. Mallar Chakravarty, Lara Bailey, Michael Petrides, D. Louis Collins. ‘An MRI based average macaque monkey stereotaxic atlas and space (MNI monkey space)’, NeuroImage (2011), doi:10.1016/j.neuroimage.2011.01.040