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1.Description of SPASCER
2. Understanding annotation of SPASCER from single gene search view

      Search page, example: DLL1
      Gene search result page
      Gene annotation result page
     1) Gene summary
     2) Spatial pattern single genes
     3) Spatial pattern pathway
     4) Cell cell interactions using single cell data
     5) Cell cell/spot-spot interactions using spatial data
     6) Transcription factors analysis
     7) Related drugs and diseases with this gene
3. Understanding annotation of SPASCER from paper search view

     1) Search from each paper view
     2) Umap of cell types
     3) Dotplot of cell type marker genes
     4) TFs envolved
     5) Heatmap of TFs
     6) scRNA-seq cell-cell interactions
     7) Cell types distribution using deconvoluted spatial data
     8) Cell-cell interactions using deconvoluted spatial data
4. Download data and contact us

1. Spatial database at single cell resolution
We We collected 41 datasets, including 1250 samples, are collected, and four species (huamn, mouse, chicken and zebrafish). We conducted spatial single gene pattern, spatial pathway pattern, transcription factor and cell-cell interaction analysis.
2. Understanding SPASCER's annotation categories
Search page, example: DLL1
 - Input query: Official HUGO gene symbol or Entrez gene ID.
RNA edited gene search

Gene search result page
 Select your gene from the gene list.
gene search result

Gene annotation result page
 These are SPASCER's annotation categories for your query with links to their corresponding annotation parts.
annotation catogries

1) Gene summary category
This category shows the information of the spatial pattern gene. Firstly, it shows each partner gene's overall information from basic information such as symbol, alias, and locations and ENST accessions.
Gene summary category Gene summary category

2) 'Single gene with spatial pattern' category
This category provides the information whether this gene has spatial heterogeneity across the tissue sample. In the tumor and disease study, if this gene only distributed in the tumor/disease region, it could be a spatial marker for further study.
Single gene spatial pattern events category

Single gene spatial pattern maps

3) 'Spatial pattern pathway' category
This category provides the annotation by integrating several genes in a commoon pathway to check whether the pathway is specially expresed in a tissue region.
Pathway has spatial pattern

4) 'Cell cell interactions using single cell data' category
This category provides the cell cell interaction using single cell data, and provie the statistical significant ligand and receptor pairs.
Cell-cell interactions using scRNA-seq data category

5) 'Cell cell/spot-spot interactions using spatial data' category
This category provides spot-spot interactions interactions and deconvoluted cell-cell interactions across the tissue sample.
Spot-spot interactions category

6) 'Transcription factors regulon' category
This category provides the transcription factors envolved in two cell types.
TF regulons category 1

7) 'Related drugs and diseases with this gene' category
This table provides the DrugBank information of approved drugs related with spatial pattern gene. Next table provides disease information related to the spatial pattern edited gene.
Related drugs and diseases category
Related drugs and diseases category

3. Understanding SPASCER's annotation categories
1) Paper summary
This category shows the information about the paper information.
Paper summary

2) Umap of cell types
This category shows the information about cell types.
Cell types

3) scRNA-seq marker genes
This category shows the information about cell types marker genes.
Cell type marker genes

4) scRNA-seq TF list
This category shows the information about transcription factor envolved in scRNA-seq.
TF list

5) Heatmap of TFs
This category shows the heatmap about transcription factor envolved in scRNA-seq.
 Heatmap of TF list

6) scRNA-seq cell-cell interactions
This category shows the cell-cell interactions in scRNA-seq.
scRNA-seq CCI

7) Cell types distribution using deconvoluted spatial data
This category shows the heatmap about transcription factor envolved in scRNA-seq.
scRNA-seq CCI

8) cell-cell interactions using deconvoluted spatial data
This category shows the heatmap about transcription factor envolved in scRNA-seq.
scRNA-seq CCI


4. Download data and contact us
Please go to download page and contact page.