Facilitates the choice of the optimal isotopic composition of labeled substrates in 13C-fluxomics experiments.
Project description
IsoDesign
What is IsoDesign ?
IsoDesign is a scientific tool designed to optimize the choice of the optimal isotopic composition of labeled substrates in 13C fluxomic labelling experiments. Simulated labeling is calculated using the influx_si software, distributed with IsoDesign.
It is one of the routine tools that we use at the Mathematics cell of TBI and MetaToul platform.
The code is open-source, and available under a GPLv3 license.
Detailed documentation can be found online at Read the Docs (https://isodesign.readthedocs.io/).
Key features
- user can define lower and upper bounds (between 0 and 100) and define the desired number of intervals for each isotopic form to be included,
- substrate pricing can be entered, which will be incorporated into the scoring criteria,
- simulation of all possible combinations of isotopic forms in a single run,
- ability to simulate stationary or instationary labeling,
- multiple scoring criteria are available and can be applied simultaneously to assess simulation results,
- the results of the scoring criteria are displayed using a table for detailed values and a bar plot for visual representation,
- shipped as a library with a graphical interface,
- open-source, free and easy to install everywhere where Python 3 and pip run,
- biologist-friendly.
Quick-start
IsoDesign requires Python 3.10 or higher and run on all platforms. Please check the documentation for complete installation and usage instructions.
Installation with pip
If you have Python3 and R installed on your system, you can install IsoDesign from Pypi with pip :
$ pip install isodesign
To use IsoDesign, you will need to some R dependencies (necessary for the simulation part with influx_si). Once you installed IsoDesign, you can install these dependencies by running the following command:
$ influx_s --install_rdep
For more information on the installation of R dependencies, please refer to influx_si software documentation.
Then, start the graphical interface with:
$ isodesign
IsoDesign is also available directly from command-line and as a Python library.
Bug and feature requests
If you have an idea on how we could improve IsoDesign please submit a new issue to our GitHub issue tracker.
Developers guide
Contributions
Contributions are very welcome! :heart:
Please work on your own fork, follow PEP8 style guide, and make sure you pass all the tests before a pull request.
Local install with pip
In development mode, do a pip install -e /path/to/isodesign to install
locally the development version.
Build the documentation locally
Build the HTML documentation with:
$ cd doc
$ make html
The PDF documentation can be built locally by replacing html by latexpdf
in the command above. You will need a recent latex installation.
Authors
Rochelle KOUAKOU, Loic LE GREGAM
Contacts
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