pard 0.1.7.1

No project description provided

PARD (Physicochemical Amino acid Replacement Distances)

Overview

Amino acid replacements (also referred to as substitutions) are changes from one amino acid to a different one in a protein - and there are different ways to assess the difference between the two amino acids that come into play in an amino acid replacement.

One can look at one or several properties' discrepancy between two amino acids. To list only a few: polarity [1] [3] [4], molecular volume / relative sizes of amino-acid side chains [1] [3] [4], mean number of lone pair electrons on the side-chain [2], maximum moment of inertia for rotation at the α―β bond [2] or at the β―γ bond [2] or at the γ―δ bond [2], presence of a pyrrolidine ring (proline (P)) [2], experimental protein activity and stability after exchanging one amino acid into another [5], etc.

pard is a package designed to make those Physicochemical Amino acid Replacement Distances calculations straightforward with Python.

One typical use is to establish a 'distance' between a wild-type protein and its mutated version.

Getting started

Install from PyPI (recommended)

To use pard, run pip install pard in your terminal.

Usage

import pard

amino_acid_1: str = "W"  # Tryptophan
amino_acid_2: str = "L"  # Leucine
distance_grantham: int = pard.grantham.grantham(amino_acid_1, amino_acid_2)
distance_sneath: int   = pard.sneath.sneath(amino_acid_1, amino_acid_2)
distance_ee: float     = pard.experimental_exchangeability.experimental_exchangeability(
    amino_acid_1, 
    amino_acid_2, 
    False, 
    warning=False
)

print(distance_grantham)
print(distance_sneath)
print(distance_ee)

or equivalently

from pard.grantham import grantham
from pard.sneath import sneath
from pard.experimental_exchangeability import experimental_exchangeability

amino_acid_1: str = "W"  # Tryptophan
amino_acid_2: str = "L"  # Leucine
distance_grantham: int = grantham(amino_acid_1, amino_acid_2)
distance_sneath: int   = sneath(amino_acid_1, amino_acid_2)
distance_ee: float     = experimental_exchangeability(amino_acid_1, amino_acid_2, False, warning=False)

print(distance_grantham)
print(distance_sneath)
print(distance_ee)

will output:

>>> 61
>>> 30
>>> 177

which are the correct values [1] [2] [5] .

Unit tests

Name                                         Stmts   Miss  Cover
----------------------------------------------------------------
pard\__init__.py                                 3      0   100%
pard\epstein.py                                  5      0   100%
pard\experimental_exchangeability.py             8      1    88%
pard\grantham.py                                 3      0   100%
pard\miyata.py                                   3      0   100%
pard\raw_python_dictionaries.py                 35      0   100%
pard\sneath.py                                   3      0   100%
tests\__init__.py                                0      0   100%
tests\test_epstein.py                           34      0   100%
tests\test_experimental_exchangeability.py      22      0   100%
tests\test_grantham.py                          18      0   100%
tests\test_miyata.py                            18      0   100%
tests\test_pard.py                               3      0   100%
tests\test_raw_python_dictionaries.py           12      0   100%
tests\test_sneath.py                            18      0   100%
----------------------------------------------------------------
TOTAL                                          185      1    99%

About the source code

• Follows PEP8 Style Guidelines.
• All variables are correctly type-hinted, reviewed with static type checker mypy.

Useful links:

• Corresponding GitHub repository
• Corresponding PyPI page

Citation

If you use this software, please cite it as below.

• APA:

Lhotte, R. & Taupin, J. (2022). Physicochemical Amino acid Replacement Distances (PARD) package (Version 0.1.7.1) [Computer software]. https://doi.org/10.5281/zenodo.7013169

• BibTeX:

@software{lhotte_pard_2022,
author = {Lhotte, Romain and Taupin, Jean-Luc},
doi = {10.5281/zenodo.7013169},
month = {8},
title = {{Physicochemical Amino acid Replacement Distances (PARD) package}},
version = {0.1.7.1},
year = {2022}
}

References

• [1] Grantham, R., 1974. Amino acid difference formula to help explain protein evolution. science, 185(4154), pp.862-864.
• [2] Sneath, P.H.A., 1966. Relations between chemical structure and biological activity in peptides. Journal of theoretical biology, 12(2), pp.157-195.
• [3] Epstein, C.J., 1967. Non-randomness of ammo-acid changes in the evolution of homologous proteins. Nature, 215(5099), pp.355-359.
• [4] Miyata, T., Miyazawa, S. and Yasunaga, T., 1979. Two types of amino acid substitutions in protein evolution. Journal of molecular evolution, 12(3), pp.219-236.
• [5] Yampolsky, L.Y. and Stoltzfus, A., 2005. The exchangeability of amino acids in proteins. Genetics, 170(4), pp.1459-1472.