CellTypist Labeling Models
To enable you to label your own PBMC datasets, we supply models for the CellTypist cell labeling framework. Below are links for each of the 3 cell type resolutions generated for our Healthy Immune Atlas:
Level 1 (AIFI_L1): 9 broad cell classes
Level 2 (AIFI_L2): 29 intermediate resolution cell types
Level 3 (AIFI_L3): 71 high resolution cell types
Here, we provide models that use the full set of 10x Genomics 3' scRNA-seq features, as well as models for use with data generated using the 10x Genomics Single Cell Gene Expression Flex scRNA-seq system, which uses a subset of the genes available for 3' scRNA-seq.
Immune Health Atlas 10x 3' CellTypist Models
File Name | Description | Download Link |
---|---|---|
ref_pbmc_clean_celltypist_model_AIFI_L1_2024-04-18.pkl | Broad cell class labeling model for CellTypist | |
ref_pbmc_clean_celltypist_model_AIFI_L2_2024-04-19.pkl | Intermediate cell type labeling model for CellTypist | |
ref_pbmc_clean_celltypist_model_AIFI_L3_2024-04-19.pkl | High resolution cell type labeling model for CellTypist |
Immune Health Atlas 10x Flex CellTypist Models
File Name | Description | Download Link |
---|---|---|
ref_pbmc_clean_celltypist_model_flex-features_AIFI_L1_2024-04-18.pkl | ||
ref_pbmc_clean_celltypist_model_flex-features_AIFI_L2_2024-04-19.pkl | ||
ref_pbmc_clean_celltypist_model_flex-features_AIFI_L3_2024-04-19.pkl |
Cell Type Colorset
In addition to our labeling models, we provide the colorsets that we used to generate our scRNA-seq visualizations. These colors were selected in collaboration with Heidi Gustafson, an artist and pigment foraging expert. More information about Heidi's work can be found at https://earlyfutures.com/.
Immune Health Atlas Colorsets
File Name | Description | Download Link |
---|---|---|
AIFI_L1_imm_health_atlas_type_order_colors.csv | ||
AIFI_L2_imm_health_atlas_type_order_colors.csv | ||
AIFI_L3_imm_health_atlas_type_order_colors.csv | ||
AIFI_imm_health_atlas_type_order_colors.csv |