Nowakowski brain cell types Track Settings
 
Nowakowski gene expression (Gencode 23) in brain by cell type   (All Expression tracks)

Display mode:      Duplicate track

Label: Alternative name for item    Name or ID of item, ideally both human readable and unique   

Log10(x+1) transform:    View limits maximum: GPM (range 0-8000)

Cell types:  
 IPC1
 IPC2
 IPC3
 IPC4
 IPC5
 NiN1
 NiN2
 NiN3
 NiN4
 NiN5
 RG1
 RG2
 RG3
 RG4
 RG5
 RG6
 RG7
 VP1
 VP2
 VP3
 VP4
 VP5
 VP6
 eN1
 eN2
 eN3
 eN4
 eN5
 eN6
 eN7
 eN8
 eN9
 iN1
 iN2
 iN3
 iN4
 iN5
 other1
 other10
 other2
 other3
 other4
 other5
 other6
 other7
 other8
 other9
Data schema/format description and download
Assembly: Human Dec. 2013 (GRCh38/hg38)
Data last updated at UCSC: 2017-05-12 12:23:28

Description

Display Conventions

In Full and Pack display modes, expression for each transcript is represented by a colored bargraph, where the height of each bar represents the median expression level across all samples for a cell type, and the bar color indicates the cell type.
     
The bargraph display has the same width and cell type order for all genes. Mouse hover over a bar will show the cell type and median expression level. The Squish display mode draws a rectangle for each gene, colored to indicate the cell type with highest expression level if it contributes more than 10% to the overall expression (and colored black if no cell type predominates). In Dense mode, the darkness of the grayscale rectangle displayed for the gene reflects the total median expression level across all cell types.

Click-through on a graph displays a boxplot of expression level quartiles with outliers, per cell type. The track configuration page provides controls to limit the genes and cell types displayed, and to select raw or log transformed expression level display.

The groups were identified using the T-SNE image below.
     

Methods

Average expression values for each cluster were calculated and used to generate a bed6+5 file that is the base of the track. This was done using the UCSC tool expMatrixToBarchartBed. The bed track was then converted to a bigBed file using the UCSC tool bedToBigBed.

Credits

The data was produced by the Pollen and Kriegstein labs. Alex Pollen, Tom Nowakowski, and Aparma Bhaduri were key contributors. The track was produced by Chris Eisenhart and Max Haeussler at the UCSC genome browser group.

References