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frequencykg committed May 10, 2020
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141 changes: 141 additions & 0 deletions .gitignore
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# Byte-compiled / optimized / DLL files
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.Python
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90 changes: 90 additions & 0 deletions BBB_calculator/BBB_score.py
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"""Provides a BBB score calculator.
See: BBB_score.
"""


def aro_r_term(aro_r):
if aro_r == 0:
return 0.336376
elif aro_r == 1:
return 0.816016
elif aro_r == 2:
return 1
elif aro_r == 3:
return 0.691115
elif aro_r == 4:
return 0.199399
elif aro_r > 4:
return 0
else:
raise ValueError('invalid aro_r input number')


def ha_term(ha):
if ha > 5 and ha <= 45:
return 1/0.624231*(0.0000443*ha**3 - 0.004556*ha**2 + 0.12775*ha - 0.463)
elif ha <= 5 or ha > 45:
return 0
else:
raise ValueError('invalid ha number')


def mwhbn_term(mw, hbd, hba):
if mw <= 0:
raise ValueError('invalid mw number')
if hbd < 0:
raise ValueError('invalid hbd number')
if hba < 0:
raise ValueError('invalid hba number')
mwhbn = (hbd + hba)/mw**0.5
if 0.05 <= mwhbn and mwhbn < 0.45:
return 1/0.72258*(26.733*mwhbn**3 - 31.495*mwhbn**2 + 9.5202*mwhbn - 0.1358)
elif mwhbn <= 0.05 or mwhbn > 0.45:
return 0
else:
raise ValueError('invalid mwhbn number')


def tpsa_term(tpsa):
if tpsa > 0 and tpsa <= 120:
return 1/0.9598*(-0.0067*tpsa + 0.9598)
elif tpsa == 0 or tpsa > 120:
return 0
else:
raise ValueError('invalid tpsa number')


def pka_term(pka):
if pka > 3 and pka < 11:
return 1/0.597488*(0.00045068*pka**4 - 0.0116331*pka**3 + 0.18618*pka**2 - 0.71043*pka + 0.8579)
elif pka <= 3 or pka > 11:
return 0
else:
raise ValueError('invalif pka number')


def BBB_score(aro_r, ha, mw, hbd, hba, tpsa, pka):
"""BBB_score does the calculation from the gupta 2019 J Med Chem paper.
Args:
aro_r (int): The number of aromatic rings.
ha (int): number of heavy atoms.
mw (float): molecular weight.
hbd (int): number of hydrogen bond donors.
hba (int): number of hydrogen bond acceptora.
tpsa (float): total polar surface area.
pka (float): pKa value.
Returns:
float: The bbb score.
.. J. Med. Chem. 2019, 62, 21, 9824-9836:
https://doi.org/10.1021/acs.jmedchem.9b01220
"""
aro_r_term_value = aro_r_term(aro_r)
ha_term_value = ha_term(ha)
mwhbn_term_value = mwhbn_term(mw, hbd, hba)
tpsa_term_value = tpsa_term(tpsa)
pka_term_value = pka_term(pka)
return aro_r_term_value + ha_term_value + 1.5*mwhbn_term_value + 2*tpsa_term_value + 0.5*pka_term_value
7 changes: 7 additions & 0 deletions BBB_calculator/__init__.py
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"""Implements a BBB score and related helper utilities.
Provides the following sub-packages:
- BBB_calculator: Provides a BBB score calculator.
"""

from BBB_calculator.BBB_score import BBB_score
21 changes: 21 additions & 0 deletions LICENSE.txt
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MIT License

Copyright (c) 2020 Keira Garland

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
22 changes: 22 additions & 0 deletions README.md
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# BBB_calculator

Implements the blood brain barrier score described in the following paper

J. Med. Chem. 2019, 62, 21, 9824-9836
https://doi.org/10.1021/acs.jmedchem.9b01220

## Install

```
pip install BBB_calculator
```

## Use

```
from BBB_calculator import BBB_score
score = BBB_score(1, 20, 300.29, 1, 7, 122.46, 2.86)
print(score)
# Prints: 1.815645...
```
2 changes: 2 additions & 0 deletions setup.cfg
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[metadata]
description-file = README.md
26 changes: 26 additions & 0 deletions setup.py
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from distutils.core import setup
setup(
name = 'BBB_calculator',
packages = ['BBB_calculator'],
version = '1.0',
license='MIT',
description = 'Implements the blood brain barrier score described in: J. Med. Chem. 2019, 62, 21, 9824-9836',
author = 'Keira Garland',
author_email = '[email protected]',
url = 'https://github.com/frequencykg/BBB_calculator',
download_url = 'https://github.com/frequencykg/BBB_calculator/archive/v_10.tar.gz',
keywords = ['BBB', 'brain', 'medchem', 'calculator'],
install_requires=[],
classifiers=[
'Development Status :: 4 - Beta',
'Intended Audience :: Developers',
'Topic :: Software Development :: Build Tools',
'License :: OSI Approved :: MIT License', # Again, pick a license
'Programming Language :: Python :: 3',
'Programming Language :: Python :: 3.4',
'Programming Language :: Python :: 3.5',
'Programming Language :: Python :: 3.6',
'Programming Language :: Python :: 3.7',
'Programming Language :: Python :: 3.8',
],
)
31 changes: 31 additions & 0 deletions test_BBB_calc.py
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import pytest
from BBB_calculator.BBB_score import aro_r_term
from BBB_calculator.BBB_score import ha_term
from BBB_calculator.BBB_score import mwhbn_term
from BBB_calculator.BBB_score import tpsa_term
from BBB_calculator.BBB_score import pka_term
from BBB_calculator import BBB_score


def test_aro_r_term():
assert aro_r_term(2) == 1


def test_ha_term():
assert ha_term(10) == pytest.approx(0.645914, 0.001)


def test_mwhbn_term():
assert mwhbn_term(200, 2, 2) == pytest.approx(0.888784, 0.001)


def test_tpsa_term():
assert tpsa_term(130) == 0


def test_pka_term():
assert pka_term(2) == 0


def test_bbb_score():
assert BBB_score(1, 20, 300.29, 1, 7, 122.46, 2.86) == pytest.approx(1.815645, 0.001)

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