Simulate and render the flux of Ribosomes through Ribosomal Phase Space
Project description
DYNORDG
Dynamic Ribosome Decision Graphs (RDGs) for simulating and visualizing ribosome flux along transcripts.
Overview
A Ribosome Decision Graph (RDG) models the possible paths a ribosome can take along an mRNA transcript.
Dynamic RDGs extend this by:
- Representing ribosome flux using edge thickness
- Implicitly encoding overlapping translons via flow rather than explicit separation
- Modeling ribosomal phase states based on downstream potential
This package provides tools to:
- Build RDGs from transcript sequences, or from user defined phase transistions
- Simulate ribosome movement
- Render dynamic flux graphs
Installation
pip install dynordg
Quick Start
from dynordg import Transcript, RiboGraphFlux, RiboGraphVis
# Create transcript
t = Transcript("AUGGCCAUGGCGCCCAGAACUGGGUAA")
# Automatically detect start/stop events
t.auto_stop_starts()
# Build flux graph
graph = RiboGraphFlux(t.transition_map())
# Create render object
plot = RiboGraphVis(graph)
# Render
plot.show()
Example Output
Below is example dynamic RDG (if not a realistic one):
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