HCDT 2.0: A Highly Confident Drug-Target Database for Experimentally Validated Genes, RNAs, and Pathways
Drug-target interactions constitute the fundamental basis for understanding drug action mechanisms and advancing therapeutic discovery. While existing drug-target databases have contributed valuable resources, they exhibit structural and functional fragmentation due to heterogeneous data sources and annotation standards. Building upon the high-confidence drug-gene interactions curated in HCDT 1.0, we present HCDT 2.0, a comprehensive and standardized resource that expands the scope through multiomics data integration. This update incorporates three-dimensional interactions including drug-gene, drug-RNA and drug-pathway interactions. The current version contains 1,284,353 curated interactions: 1,224,774 drug-gene pairs (678,564 drugs × 5,692 genes), 11,770 drug-RNA mappings (316 drugs × 6,430 RNAs), and 47,809 drug-pathway links (6,290 drugs × 3,143 pathways), alongside 16,317 drug-disease associations. To enhance biological interpretability, we further integrated pathway-gene and RNA-gene regulatory relationships. In addition, we integrated 38,653 negative DTIs covering 26,989 drugs and 1,575 genes. This integrative framework not only addresses critical gaps in cross-scale data representation but also establishes a robust foundation for systems pharmacology applications, including drug repurposing, adverse event prediction, and precision oncology strategies.
Authors
- Dehua Feng
- Huirui Han (ORCID: https://orcid.org/0000-0002-6932-3209)
- Xingjun Cai (ORCID: https://orcid.org/0000-0003-0874-1877)
- Yu Lei (ORCID: https://orcid.org/0000-0002-1770-0703)
- Bing Keong Li (ORCID: https://orcid.org/0000-0001-6983-7253)
- Jin Li (ORCID: https://orcid.org/0000-0001-9201-2321)
- Jiaqi Chen (ORCID: https://orcid.org/0000-0002-0252-7987)
- Xuefeng Wang (ORCID: https://orcid.org/0000-0003-2455-9442)
- Tianyi Li (ORCID: https://orcid.org/0000-0002-6556-454X)
- Limei Wang (ORCID: https://orcid.org/0000-0002-5041-2287)
- Jian Chen (ORCID: https://orcid.org/0009-0004-5036-7721)
- Xinying Liu (ORCID: https://orcid.org/0000-0002-9737-0897)
- Xia Li (ORCID: https://orcid.org/0000-0002-5415-633X)
- Ruijie Zhang (ORCID: https://orcid.org/0000-0002-7293-9653)
Institutions
- Hainan Medical University (CN)
Publication Details
- Journal
- Scientific Data
- Published
- 2025-04-25
- DOI
- https://doi.org/10.1038/s41597-025-04981-2
- Citations
- 3
- Primary Topic
- Bioinformatics and Genomic Networks
- Type
- article
- Field-Weighted Citation Impact
- 2.42
Funders
- National Natural Science Foundation of China
- Natural Science Foundation of Hainan Province