Published August 30, 2025 | Version v2

Supplementary Data: Identification of hematopoietic cell state markers in acute leukemia using explainable machine learning

Authors/Creators

  • 1. ROR icon University of Toronto

Description

Supplementary Data for "Identification of hematopoietic cell state markers in acute leukemia using explainable machine learning" 

File Description

  • IsoMarker Output.zip: Output of IsoMarker applied to integrated AML pseudo-bulk RNA-seq atlas.
  • aml_raw_expression.csv.zip: Raw expression counts of AML pseudo-bulk RNA-seq atlas, stratified by donor and cell state.
  • aml_raw_expression.csv.zip: VST-normalized expression counts of AML pseudo-bulk RNA-seq atlas, stratified by donor and cell state.
  • aml_atlas_metadata.csv.zip: Metadata of AML pseudo-bulk RNA-seq atlas.
  • AML_Atlas.h5ad: Full AML pseudo-bulk RNA-seq atlas in H5AD format.
  • AML_Atlas_LeukemiavsHealthy.h5ad: AML pseudo-bulk RNA-seq atlas with Leukemia and Healthy annotations in H5AD format.

 

Files

Files (1.5 GB)

Name Size
md5:3b37deece75f8f96d4fce6e7dc7c32d3
1.3 GB Download
md5:86943e300af24802e55684e824bbc93e
238.1 MB Download

Additional details

Software