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Module to visualize protein secondary structure in matplotlib

Project description

secstructartist

This package allows to include pretty secondary structure schemes in matplotlib plots.

example_rmsf.png

Table of content

Installation

Prerequisites

  • General prerequisites:
    • Python 3.8 or higher
    • pip
  • Third-party python packages:
    • matplotlib
    • numpy

Installation from PyPI

This is the recommended way to install the package.

  1. Create a virtual environment (optional but recommended):

    python3 -m venv secstructartist
    source secstructartist/bin/activate
    
  2. Install python module

    pip install secstructartist
    

Installation from GitHub

Here, you will download the repository, and manually build and install the package.

  1. Create a virtual environment (optional but recommended):

    python3 -m venv secstructartist
    source secstructartist/bin/activate
    
  2. Clone the repository:

    git clone https://github.com/bickeld/secstructartist.git
    cd secstructartist
    
  3. Build package and install

    make build
    make install
    

Usage

In the examples/ directory there is a Jupyter notebook (link) with plenty of code examples for simple and advanced use cases. Therefore, only the basics usage will be shown here.

A simple example

The simplest possible use case:

import matplotlib.pyplot as plt
import secstructartist as ssa

secstruct_str = "LLLSSSSSLLLLLHHHHHHHHLLLHHHHHHHHLLLLLLLLLSSSSSSLLLL"
fig, _objs = ssa.draw(secstruct_str)
fig.savefig("example0.png")

example0.png

Customizing your plots

Plots can be modified by initializing a custom SecStructArtist.

import matplotlib.pyplot as plt
import secstructartist as ssa

secstruct_str = "LLLSSSSSLLLLLHHHHHHHHLLLHHHHHHHHLLLLLLLLLSSSSSSLLLL"
nres = len(secstruct_str)

# Initialize a custom SecStructArtist istance to modify settings 
artist = ssa.SecStructArtist()
# Set global settings
artist.height = .7
artist.linewidth = .8
# Set settings of "H" - Helices
artist["H"].fillcolor = (.9, 0., 0.)
artist["H"].shadecolor = (.7, 0., 0.)
artist["H"].ribbon_period = 3.6
artist["H"].ribbon_width = 2.2
# Set settings of "S" - beta-Sheets
artist["S"].arrow_length = 2.7
artist["S"].fillcolor = "#ddcc00"
artist["S"].height = .5
# Set settings of "L" - loop
artist["L"].linecolor = "blue"
artist["L"].linewidth = 1.8

# Generate figure and axis
fig, ax = plt.subplots(figsize=(4,.4), dpi=150)

# Include secondary structure scheme above the plot
artist.draw(secstruct_str, xpos=list(range(3, 3+nres)), ypos=3.5, ax=ax)

ax.set_xlabel("Residue index")
ax.set_ylim([3, 4])

fig.savefig("example1.png")

example1.png

License

Distributed under the GNU General Public License v3 (GPLv3) License.

Contributing

If you find a bug, please open a bug report. If you have an idea for an improvement or new feature, please open a feature request.

Authors

ORCHiD - David Bickel

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