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A package for mRNA sequence translation stochastic simulations

Project description

Python 2.7 or 3.5+ Version of the Single Molecule Translation Simulator (MatLab) by Dr. Luis Aguilera

Computational Design and Interpretation of Single-RNA Translation Experiments

Translated by Will Raymond - 2018/2019


rSNAPsim - RNA Sequence to NAscent Protein Simulation


License: MIT PyPI version

ssa c++ library PyPI version

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Project Goal

Provide a Python module that takes nucleotide sequence as an input and does the following:

  • Choose a file or pull a file from GeneBank
  • Analyzes the sequence and identifies proteins
  • Detects or adds fluorescent tags
  • Simulates translation trajectories and converts to intensity vectors of A.U. under various conditions
    • Constructs with Rare codons only or Common codons, FRAP or Harringtonite assays
  • Provides analyses of the trajectories
  • Allows the user to save or export the data
  • Commandline / GUI implementations

Documentation

Tutorials, Module Documentation, Installiation and more [LINK TO MUNSKY GROUP WEBSITE]

Dependencies:


Instillation

Within a conda enviroment:

conda install eigen 
pip install rsnapsim-ssa-cpp 
pip install rsnapsim

Within a Google Colab:

!apt install libeigen3-dev
!ln -sf /usr/include/eigen3/Eigen /usr/include/Eigen
!pip install rsnapsim-ssa-cpp
!pip install rsnapsim
!pip install --upgrade rsnapsim 
Compilation of the C++

The c++ model should attempt to compile when you pip install the ssa-cpp module, however in the event that it cannot here are some common errors:

  • cannot include eigen3/Eigen/Dense

    • This means eigen was not installed correctly from the conda installiation, you may have to manually download eigen and pass the argument to the setup.py command. python setup.py build_ext --inplace -I[PATH TO EIGEN FOLDER]
  • gcc not found



Example Colab Notebooks

  • Simulating Translation Open In Colab
  • Simulating Constructs with Different codon usages Open In Colab
  • Intensity Analyses Open In Colab
  • Harringtonine / FRAP simulations Open In Colab
  • Model Maker/ Designer Open In Colab
  • MW/Diffusion Calculations Open In Colab

Future work

  • Example notebooks of all functions

Project details


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