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ChEMBLdb interface for Python

Project description

pychembldb is a Python interface for ChEMBLdb

Requirements

  • Python 3.7 or later (not support 2.x)
  • MySQL-python >= 1.2.4 or psycopg2 >= 2.5.1
  • SQLAlchemy >= 1.3.1

ChEMBLdb and Python version

  • pychembldb-0.1.x support chembl_14 and Python2.7
  • pychembldb-0.2.x support chembl_15, 16 and Python2.7
  • pychembldb-0.3.x support chembl_17,18,19 and Python2.7
  • pychembldb-0.4.0 support chembl_25 and Python3.7

Setup

Install

pip install pychembldb

or install from github

git clone https://github.com/kzfm/pychembldb.git
cd pychembldb
sudo python setup.py install
or
pip install -e .

Setting up engine_url

if you change engine_url, you should set CHEMBL_URI environment variable (default:mysql://root@localhost/chembl_25)

ex) PostgreSQL

export CHEMBL_URI="postgresql+psycopg2://localhost/chembl_25"

or

export CHEMBL_URI="postgresql+psycopg2://USER:PASSWORD@localhost/chembl_25"

Basic Usage

from pychembldb import *
for target in chembldb.query(Target).filter_by(pref_name="Tyrosine-protein kinase ABL"):
    for assay in target.assays:
        for activity in assay.activities:
            print(activity.value, activity.compound.molecule.structure.standard_inchi_key)

Examples

filter activities and compound structures by Target(Protein).

from pychembldb import *
for target in chembldb.query(Target).filter_by(pref_name="Tyrosine-protein kinase ABL"):
    for assay in target.assays:
        for activity in assay.activities:
            print(activity.value, activity.compound.molecule.structure.standard_inchi_key)

Search activities and compound structures from Journal-ID(doi).

for journal in chembldb.query(Doc).filter_by(doi="10.1016/S0960-894X(01)80693-4"):
    for assay in journal.assays:
        for activity in assay.activities:
             print(activity.standard_value, activity.compound.molecule.structure.standard_inchi_key)

Get SMILES from Molecule synonyms.

chembldb.query(MoleculeSynonym).filter_by(synonyms="Gleevec").first().molecule.structure.canonical_smiles
# 'CN1CCN(Cc2ccc(cc2)C(=O)Nc3ccc(C)c(Nc4nccc(n4)c5cccnc5)c3)CC1'

Get Taeget, MoA, and Molecular name

for dm in chembldb.query(DrugMechanism).limit(10):
    print("{0}/{1}: ({2})".format(dm.target.pref_name, dm.mechanism_of_action, dm.molecule.pref_name))

# Carbonic anhydrase VII/Carbonic anhydrase VII inhibitor: (METHAZOLAMIDE)
# Carbonic anhydrase I/Carbonic anhydrase I inhibitor: (METHOCARBAMOL)
# Carbonic anhydrase I/Carbonic anhydrase I inhibitor: (ACETAZOLAMIDE SODIUM)
# Carbonic anhydrase I/Carbonic anhydrase I inhibitor: (DICHLORPHENAMIDE)
# Carbonic anhydrase I/Carbonic anhydrase I inhibitor: (ACETAZOLAMIDE)
# Carbonic anhydrase I/Carbonic anhydrase I inhibitor: (METHAZOLAMIDE)
# Cytochrome b/Cytochrome b inhibitor: (ATOVAQUONE)
# Muscarinic acetylcholine receptor M3/Muscarinic acetylcholine receptor M3 antagonist: (TRIDIHEXETHYL CHLORIDE)
# Muscarinic acetylcholine receptor M3/Muscarinic acetylcholine receptor M3 antagonist: (TOLTERODINE TARTRATE)
# Muscarinic acetylcholine receptor M3/Muscarinic acetylcholine receptor M3 antagonist: (PROPANTHELINE BROMIDE)

See also.

History

0.4.1 (2020-01-16)

  • Fix some relation

0.4.0 (2020-01-15)

  • Support ChEMBLdb 25
  • Only Support Python 3.7

0.3.6 (2014-09-02)

  • Support ChEMBLdb 19

0.3.4 (2014-06-07)

  • Update document
  • Support ATC Classifications

0.3.3 (2014-06-06)

  • Support ChEMBLdb 18

0.3.2 (2014-01-13)

  • Fix bug

0.3.1 (2013-12-17)

  • Support ChEMBLdb 17

0.2.1 (2013-06-15)

  • Support ChEMBLdb 16

0.2.0 (2013-02-03)

  • Support ChEMBLdb 15

0.1.1 (2013-01-29)

  • Several bug fixes
  • Add synonyms relation

0.1 (2013-01-29)

  • first release

Project details


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