Skip to main content

Table 1 The statistics of KEGG and HetioNet

From: HNF-DDA: subgraph contrastive-driven transformer-style heterogeneous network embedding for drug–disease association prediction

Datasets

Nodes

Numbers

Edges

Numbers

KEGG

Drugs

6008

Drug–disease

2272

Diseases

1963

Disease–gene

6319

Genes

14,496

Drug–gene

11,860

Pathways

461

Gene–pathway

43,226

  

Pathway–pathway

2129

  

Disease–pathway

2573

  

Drug–pathway

10,274

HetioNet

Drugs

1552

Drug–disease

755

Diseases

137

Disease–gene

27,977

Genes

20,945

Drug–gene

51,429

Pathways

1822

Gene–Gene

474,526

  

Gene–pathway

84,372