Projection Dataset

Searching

The Adult Mouse Connectivity Atlas comprises a searchable image database of axonal projections labeled by viral (rAAV) tracers and visualized using serial two-photon tomography.

Search this dataset using 1) #Source Search, which allows searching by injection site and filtering by mouse line, 2) #Target Search, a "virtual retrograde" search that finds experiments based both on injection site and projection through a structure of interest, or 3) #Spatial Search, a "virtual retrograde" search based on spatially selecting a voxel through which signal is detected, and returns all experiments regardless of injection site.

There are example searches in the "Browse the Data" subject box on the landing page to demonstrate the various ways in which you can find data relevant to your research. You can also browse experiments from the 3-D search result visualization. Hovering your mouse over the dots (colored according to the Reference Atlas) will indicate the primary injection structure of that particular experiment.

Please see the Informatics Data Processing whitepaper available in the Documentation tab for more information on the informatics processing performed in this study.

Source Search

To filter your search by injection site, select a structure(s) from the structure ontology that opens when you click in the "Filter Source Structure(s)" text box.

From the Source Search, you also have the option to filter by mouse line. Click in the "Filter Mouse Line" text box and either select from Wild Type or cre line, or start typing in the text box to search tags from the various cre-dependent cell lines.

Although every effort was made to limit the injection site of the viral tracer to a single brain structure, it was often the case that cells in neighboring structures were also infected. We refer to these as "secondary injection structures" and include them in the results list as they may also contain interesting scientific information. To view these experiments as well, uncheck the "Primary Structure Only" box.

As you select filtering criteria, notice that the number of experiments in the 3-D search result visualization decreases to show only the number of experiments that fit your search criteria.

Below the 3-D search result visualization, a list will automatically load with all the experiments that fit your filtering criteria.

This list includes:

Clicking on the column headings will sort the list of experiments by that column, clicking twice on a single column will reverse the sort order. Once you have found a relevant group of experiments, you can save or bookmark these search results using the "Permalink" function.

Several experiments can be selected to view side-by-side and/or in the context of our reference data by checking the boxes next to the experiments. Once you have selected the experiments you want to view, click the "View Selections" button. Those experiments will be available in your cart to view in the #Experiment Image Viewer until you clear your cache or click the "Clear Selections" button.

You can browse experiments from the 3-D search result visualization and look closer at an individual experiment using the #Experiment Summary View by clicking on a sphere in the 3-D search result visualization or an experiment in the list.

Target Search

This search has all the same functional capabilities as #Source Search with the added ability to filter your search by limiting the results to experiments where the projection signal passes through a given structure(s).

By default, when you click the "Target Search" radio button, the "Target Structure(s)" search box will open. After selecting one or more structures, selecting a hemisphere, or changing the minimum target volume (defaulted to 0.01 cubic mm), the 3-D search result visualization will automatically update with experiments that fit your filtering criteria. The list of experiments under the 3-D search result visualization includes the following information:

Experiments are sorted by the target volume, but can be resorted by clicking on a column header. Once you have found a relevant group of experiments, you can save or bookmark these search results using the "Permalink" function.

Several experiments can be selected to view side-by-side and/or in the context of our reference data by checking the boxes next to the experiments. Once you have selected the experiments you want to view, click the "View Selections" button. Those experiments will be available in your cart to view in the #Experiment Image Viewer until you clear your cache or click the "Clear Selections" button.

You can browse experiments from the 3-D search result visualization and look closer at an individual experiment using the #Experiment Summary View by clicking on a sphere in the 3-D search result visualization or an experiment in the list.

Experiment Summary View

Hovering your mouse over an experiment will highlight that injection site in the 3-D search result visualization. Rotating the image in either the horizontal or vertical planes gives better access to view the selected experiments. To take a closer look at a particular experiment, click on that experiment, either in the list or on the 3-D search result visualization. Once an experiment has been chosen in this manner, a new panel of images and options will load on the right labeled by the Experiment ID number and the injection site structure. This view includes a projection density image viewer, a section images viewer, a transgenic characterization box and a correlative search box. Extensive characterization of the transgenic lines used in this study has been carried out, and can be inspected from the link in the Transgenic Characterization box. Experiments that show a similar signal pattern to the current experiment can be searched for using the #Correlative Search function.

Advanced search features are available from the icons in the toolbar of the experiment panel and include:

Projection Density Image Viewer

This view shows an interactive 3-D thumbnail view of the experiment in what is referred to as the Maximum Intensity Projection (MIP) view. By default, a cross hair and sphere indicates the center of the injection site. Clicking on any other position in the MIP view will move the cross hair to the site selected both in the MIP view as well as in the 2-D view in the section image view. As selecting a point in a 3-D image can become problematic, you also have an option to view the intensity projection in 2-D from the drop-down menu that opens when you click on "MIP". These views show the signal intensity against the background of an average brain (constructed from averaging the autofluorescence of many mouse brains).

The left (L) and right (R) sides of the brain are labeled in these views and navigation to the next section is achieved by clicking the < and > on-screen navigation buttons.

Section Images Viewer

The section images viewer shows the 2-D fluorescence images in both the green (signal) channel and the red (autofluorescence) channel. Navigation (panning and zooming) through these images is achieved by using the on-screen navigation tools or using the #Keyboard Commands.

This project utilizes extensive informatics processing and the informatics signal calculated by subtracting the background signal (segmentation images) can be viewed by clicking the icon.

An example of the segmentation view is illustrated in the images to the right. For more information on the informatics processing in this project, please see the Informatics Data Processing whitepaper available from the Documentation tab.

Correlative Search

Once you have found a relevant experiment, another useful search is for any other experiments that may show similar projection patterns. The correlative search allows you to compare your experiment to all the other experiments to look for similar patterns either by looking brain wide (default), or by selecting one of the large structures available from the drop-down menu.

Spatial Search

Clicking the "Spatial Search" radio button allows you to do a voxel-based "virtual retrograde" search, or search for injection sites close by a selected voxel. The default view is pointed to a voxel in the ventral posterolateral nucleus of the thalamus, as indicated by the cross hairs in the multiplanar viewer. The 3-D search result visualization depicts all the injection sites with projection signal through the chosen structure. The approximate injection site is depicted with a sphere and the approximate pathway is traced with a line the same color as the injection site.

Selecting the "Find Injection Sites" filter will bring up a threshold bar that will allow you to search for injection sites within a specified distance from your cross-hair location.

Click and drag the cross hairs in the multiplanar viewer to select a voxel in a particular structure. Once you have chosen a structure, you can further filter your search by selecting a mouse line and/or filtering by primary injection structure. The resulting list of experiments will include:

Clicking on the column headings will sort the list of experiments by that column, clicking twice on a single column will reverse the sort order. Once you have found a relevant group of experiments, you can save or bookmark these search results using the "Permalink" function.

Several experiments can be selected to view side-by-side and/or in the context of our reference data by checking the boxes next to the experiments. Once you have selected the experiments you want to view, click the "View Selections" button. Those experiments will be available in your cart to view in the #Experiment Image Viewer until you clear your cache or click the "Clear Selections" button.

You can browse experiments from the 3-D search result visualization and look closer at an individual experiment using the #Experiment Summary View by clicking on a sphere in the 3-D search result visualization or an experiment in the list.

Using the Multiplanar Viewer to Search

The voxel-based Spatial Search is carried out by using the multiplanar viewer. This viewer is constructed of coronal Nissl images colored to match the structures drawn in the Adult Mouse Reference Atlas, which were then used to reconstruct both a sagittal and a horizontal view of the mouse brain. Access to the horizontal view is via the drop-down menu in the sagittal view.

To select a voxel, click on the part of the brain you want to see projection signal. When you select a voxel, the name of the structure will load in the search box at the bottom of the viewer. You can also search for the structure by typing the structure into the box. You can magnify an area by clicking on the magnifying glass in the bottom left-hand corner of the coronal view. The position of the cross-hairs is indicated by coordinates in microns. For further information on our coordinate system and any other informatics processing, please see the Informatics Data Processing whitepaper available from the Documentation tab.

Experimental Detail Page

The experimental detail page illustrates the projection experiment in an informatically quantified fashion. This page contains the Manual Injection Summary, the Quantified Injection Summary, a 3-D thumbnail viewer, a Zoom and Pan (ZAP) Image Viewer, and a histogram quantifying the signal in each region, displayed either by Projection Volume or Projection Density.

1. Manual Injection Summary: This section lists the manually annotated primary injection structure, secondary injection structure(s), the stereotaxic coordinates from a registration point (typically Bregma) in the anterior/posterior, dorsal/ventral, medial/lateral orientations and the angle of injection (AP, DV, ML, <) and the mouse strain. If the experiment shown is from a transgenic line, you will also have a description of the infected cells and a link to the Transgenic Characterization of that line.
2. Quantified Injection Summary: This section shows the calculated injection sites (as a percentage of the whole). When the mouse is hovered over each bar, the percentage of total signal, and the structure is displayed. Note: the manually determined and informatically calculated injection site(s) may differ.
3. 3-D Thumbnail Viewer: This viewer offers a rotating preview of the projection signal in 3 dimensions. You can click on the "View in 3D" link to view the experiment the Brain Explorer software.
4. ZAP Image Viewer The ZAP Image viewer allows you to browse the experiment in 2-D. You can scroll through thumbnails of each section, zooming in or out and panning through areas of interest.
5. Histogram: This section illustrates the quantified signal in each structure either by projection volume (mm3) or by projection density (fraction of area occupied by signal compared to the whole structure). Toggle the two representations of the data using the drop down menu at the top of the histogram. The selected structure ontology can be expanded or collapsed and the number of structures shown can be changed using the threshold slider bar at the top of the histogram. When you click on a structure in the histogram, you will be taken to that area of the brain in the 3-D and 2-D image viewers. A red cross-hair pinpoints the center of that structure in each of the image viewers.

Data from this page can be downloaded as XML.

Experiment Image Viewer

The experiment image view displays images for each selected experiment in a Zoom and Pan viewer. This view makes it easy to compare experiments with each other and with the associated reference atlas, and with the Reference Data.

Multiple image series can be opened on the same page to enable side-by-side comparisons. Arrange the experiments by dragging an image viewer by the title bar and dropping into a new location. Add a reference atlas by selecting one from the "Atlases" drop-down menu in the upper-right hand corner of the window (see screenshot).

If you are viewing more than one experiment, open the configuration options to change the number of columns displayed in the window. The configuration options are accessible by clicking on the button with a "gear" icon to the right of the "Atlases" menu.

The injection site, section number and experiment ID are displayed in the title bar. Experiments using transgenic mice will also report the name of the transgenic line. Icons in the toolbar allow for you to take actions on the current image.

Thumbnails for the entire image series are displayed across the bottom of the viewer in section order. Click a thumbnail to select it for viewing, or use the keyboard to navigate through the set. The current selection is outlined in black.

Using the Zoom and Pan (ZAP) Image Viewer

The Zoom and Pan (ZAP) Image Viewer is a powerful tool to navigate and view the images in an experiment. The main part of the viewer is an interactive window where an image can be repositioned by dragging with a mouse. Use the scroll wheel, on-screen navigation buttons or the keyboard to zoom in or out.

Select other images in the experiment by clicking on a thumbnail image below the main viewer.

Scale Bar

Drag the scale bar with your mouse to the desired location. Click the scale bar text with your mouse to toggle between horizontal and vertical scale bars.

Using the ZAP Viewer Toolbar

Use the toolbar to take actions on the current image. Toolbar controls include:

Keyboard Commands

Use the keyboard to navigate through the image series and synchronize the viewers on the page. Keyboard commands include:

You can also use the arrow keys to pan the current image.

Contact Sheet Viewer

The contact sheet viewer shows serial sections of the selected experiment. Background fluorescence in the red channel illustrates basic anatomy and structures of the brain, and the injection site and projections are shown in the green channel.

Double-clicking on individual images on the contact sheet will launch a #High Resolution Image Viewer.

High Resolution Image Viewer

The High Resolution Image Viewer consists of the main image viewer, a scale bar, and a multi-planar viewer. The multi-planar viewer shows the three orthogonal views of the fluorescent projection; the coronal images and the sagittal and horizontal planes were reconstructed from the coronal sections with cross-hairs indicating the current location in the main viewer. Navigate the coronal images by clicking on the planar views or by using the keyboard commands.

A dropdown menu allows you to view either the raw images or the projection segmentation view. Clicking on the icon will bring up the #Image Controls, and clicking on the toggle button will remove the multi-planar viewer panel. The button allows download of the single image.

Keyboard Commands

In the High Resolution Image Viewer, use the keyboard commands to navigate through the image series to keep desired zoom and pan selections activated. Keyboard commands include:

You can also use the arrow keys to pan the current image.

Image Controls

When the image controls icon is selected, you will be presented with a menu that allows you to adjust the dynamic range of each channel with a slider bar. What each color represents is outlined above each slider bar and you can exclude any of the channels by unchecking the box next to the slider bar. Once you have adjusted the properties of any channel, you can reset to the default settings by pressing the 'Reset' button.

Each serial two-photon tomography image is stored as a three channel Red-Green-Blue (RGB) image with 16-bit per channel resolution. Since web browsers only support 8-bit viewing, we use intensity windowing to compress 16-bit data to 8-bit data. All pixel values below the specified minimum are displayed as black, pixel values above the specified maximum are displayed as green (or red/ blue depending on the channel). The pixel values in between are linearly stretched over the 8-bit range.

To make an image appear brighter, move the window sliders to the left, to make an image darker move the window sliders to the right. To increase contrast, move the sliders towards each other, to decrease contrast move the sliders away from each other.

The image below gives an example of how to brighten an image to enhance low intensity projections.

This next example shows how to darken and increase contrast of an image to look at details at the injection site. Note: turning on the blue channel may increase the resolution of individual cell-bodies at the site of infection.

Note: the first three-quarters of the slider-bar represents the lower (0,4095) pixel value range in linear scale. The last quarter of the slider-bar represents the remaining upper (4096, 65535) range in log2 scale. The dual scaling allows for a compact representation of the full range, while allowing for fine-scale control at the lower end.