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pkpdb's Introduction

PKPDB

A database of over 12M theoretical pKa values calculated over 120k protein structures deposited in the Protein Data Bank. DOI: 10.1093/bioinformatics/btab518

While this repo contains all the necessary code to replicate pKPDB, you may download the full data from pypka.org/pKPDB.

@article{reis2021pKPDB,
    author = {Reis, Pedro B. P. S. and Clevert, Djork-Arné and Machuqueiro, Miguel},
    title = "{pKPDB: a Protein Data Bank extension database of pKa and pI theoretical values}",
    journal = {Bioinformatics},
    year = {2021},
    month = {07},
    issn = {1367-4803},
    doi = {10.1093/bioinformatics/btab518}
}

DB diagram

Create/Update Protein Data Bank proteins

dbs/init.sql contains the schema of the database

dbs/update_db.sh downloads the latest entries to the Protein Data Banks and inserts them into the database

cd initial/
psql -d pkpdb -f init.sql

cd PDB_data/
bash update_db.sh

mmseqs database of fasta files also needs to be updated

cd src/extra_properties/DB_PDB/
mmseqs databases PDB ./DB_PDB tmp
rm -rf tmp

Add proteins to the database

# Add a random protein
python3 fill.py

# Add the protein with the IDCODE <IDCODE>
python3 fill.py --idcode <IDCODE>

Extra options:

  • ncpus NCPUS
  • verbose {DEBUG,INFO,WARNING}
  • nres-limit NRES_LIMIT

Dependencies

python3 -m pip install psycopg2-binary sqlalchemy pypka biopython python-decouple

mmseqs and DSSP are also required for running extra_properties/solvent_exposure.py

pkpdb's People

Contributors

pedrishi avatar

Stargazers

Ming Hao avatar Qin Lin avatar

Watchers

James Cloos avatar  avatar

Forkers

minghao2016

pkpdb's Issues

Missmatches in residue numbers between PDB and pKPDB

Hi, thank you for creating such an incredible database and tool. During a research project, we uncovered inconsistencies between the entries in the downloadable pKa file from https://pypka.org/pKPDB/ and their corresponding PDB entries. Not only do they differ in length (residue numbers in the file are higher than the PDB sequence length), but the residue positions also do not align with the PDB positions. Is there a specific reason for this, or is it a bug?

Best regards,
Jan

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