Dear All,

I’m excited to share the latest development from our collaborative project 
between PDBe, CCDC, and ChEMBL  -- BioChemGraph. 

This project integrates structural, functional, and biochemical data across 
small molecules and macromolecules, enabling streamlined access to related 
information from trusted, yet previously disparate datasets. This integration 
aims to accelerate research in drug discovery, drug repurposing, target 
validation, and understanding of drug mechanisms by offering comprehensive 
structural and bioactivity data in one place.

====================================
Key highlights of this BioChemGraph data release:
====================================
(1) Bioactivity Data Integration
Over 17,000 protein-ligand complexes from the PDB are now directly linked to 
39,000 ChEMBL bioactivity records, which include data on binding affinity, 
functional assays, inhibition, and more.
The bioactivity reports are available in two formats:
- bioactivity_report_full.tsv: Detailed ChEMBL records for each protein-ligand 
complex 
- bioactivity_report_simple.tsv: Aggregated mean pChEMBL values, offering a 
standardised measure of compound potency.  

**The data is updated weekly**, in sync with the PDBe release every Wednesday 
at 00:00 UTC, and is available for download from our FTP at 
https://ftp.ebi.ac.uk/pub/databases/msd/pdbechem_v2/additional_data/bioactivity_reports/

(2) CCDC Data Linked via UniChem
Over 235,000 CSD identifiers from the Cambridge Structural Database (CSD) are 
now linked with ChEMBL, PDBe, and other resources via UniChem: 
https://www.ebi.ac.uk/unichem/

This integration allows researchers to:
- Seamlessly explore small-molecule data across diverse resources.
- Discover intricate relationships between structural and bioactivity data 
across platforms, streamlining research and structural analysis.

(3) Training Resources
Comprehensive training materials are now available at 
https://colab.research.google.com/drive/16wcovcfn5kBvAdwRT6w3IvYFGqylEebn?usp=sharing
 
This Colab Jupyter Notebook is to help researchers explore and analyse this 
integrated data.

(4) Upcoming Features
- PDBe-KB ligand pages will soon be launched, aggregating small-molecule data 
and provide biological context for small-molecules in  the PDB
- Residue-level Fragment hotspot maps generated by CCDC for the entire PDB 
archive will also be integrated into PDBe-KB later this year.
====================================

For more details, please read the full announcement at 
https://www.ebi.ac.uk/about/news/updates-from-data-resources/biochemgraph-data/

If you have any questions or need assistance navigating the new data, feel free 
to contact us at pdbeh...@ebi.ac.uk.

Best regards,
Genevieve Evans Ph.D.
PDBe - Protein Data Bank in Europe

European Bioinformatics Institute (EMBL-EBI)
European Molecular Biology Laboratory
Wellcome Trust Genome Campus
Hinxton
Cambridge CB10 1SD UK
http://www.PDBe.org

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