No. of publications
>= |
log2FC
The median log2 fold-change of expression (FDR < 0.05) in a cell cluster to that in all other cells among the available scRNA-seq samples
>= |
Highly expressed ratio
Number of samples in which genes are more highly expressed in this cell type compared to other cell types (log2FC > 0.25, FDR < 0.05) divided by number of total samples for the cell type
>= |
Specificity score
The median cell specificity score (calculated by Jensen-Shannon divergence score, ranging from 0 to 1) among available scRNA-seq samples
>= |
Conservation score
Number of ortholog genes which are also reported as cell markers for this cell type in other species
>= |
Total | |
---|---|---|---|---|---|---|
Cell marker | No. of total samples (E) | No. of highly expressed samples (HE, FDR<0.05) | Highly expressed ratio (HE/E) |
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Species | Sample | Condition | Cell marker | log2FC |
Pct.cell type
The expression percentage of this gene in this cell type
|
Pct.others
The expression percentage of this gene in other cell types
|
P value | FDR |
---|
Species | Sample | Condition | Cell marker |
Cell specificity score
Jensen-Shannon (JS) divergence score (0-1) is calculated to quantify the cell type specificity of one cell marker (Cabili MN et al., 2011 ).
|
---|
Cell marker | No. of publications |
FDR
The FDR is calculated by fisher’s exact test to see if this cell marker is specifically associated with this cell type by publication.
|
Species | Evidence | Antibody | Protein class |
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Species in comparison | Tissue |
Cell-type similarity across species
The cell-type similarity across species is evaluated by the number of orthologous cell markers divided by the union of cell markers in the two species
|
No. of orthologous cell markers |
---|
Cell marker | Species (ortholog) | Ortholog | Gene ID (ortholog) | No. of publications (ortholog cell markers) |
---|
Species | Accession number | Sample | PMID | Cell number |
ROGUE index
ROGUE is calculated to accurately quantify the purity of identified cell clusters. A ROGUE value greater than 0.9 indicates a cell cluster with high purity.
|
Silhouette coefficient
The Silhouette coefficient ranges from -1 to 1, and 1 means clusters are well apart from each other, 0 means clusters are indifferent, and -1 means clusters are defined in the wrong way.
|
Average ROGUE index
Mean ROGUE index of all cell clusters in the sample.
|
Average silhouette coefficient
Mean silhouette coefficient of all cell clusters in the sample.
|
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