SIGnature Datasets (Tutorial)
Description
This dataset is designed for use with the SIGnature package, which enables rapid querying of gene sets across many scRNA-seq datasets by leveraging precomputed gene attribution scores.
The SIGnature tutorials utilize two cell type attribution folders and one h5ad file:
1. celltype_attributions_lung.tar.gz: this file can be extracted by running "tar -xzf celltype_attributions_lung.tar.gz". This will produce a folder titled "celltype_attributions_lung" that contains data for 2 cell types:
- pulmonary ionocyte
- type I pneumocyte
2. celltype_attributions.tar.gz: this file can be extracted by running "tar -xzf celltype_attributions.tar.gz". This will produce a folder titled "celltype_attributions" that contains data for 5 cell types:
- alveolar macrophage
- classical monocyte
- intermediate monocyte
- macrophage
- non-classical monocyte
3. tutorial_dataset.h5ad: small h5ad of simulated data to use during signature tutorials
The SIGnature tutorial can then be run by pointing the code to your extracted data.