Pinetree: a step-wise gene expression simulator with codon-specific translation rates

preprint OA: closed
📄 Open PDF View at publisher
AI-generated summary by claude@2026-07, 2026-07-15

Pinetree is a C++ gene expression simulator with a Python interface that models transcription and translation stochastically at the polymerase and ribosome level, incorporating codon-specific translation rates for efficiency and scalability.

One-sentence paraphrase of the abstract; not a substitute for reading it. No clinical advice. How this works

Abstract

Motivation Stochastic gene expression simulations often assume steady-state transcript levels, or they model transcription in more detail than translation. Moreover, they lack accessible programming interfaces, which limits their utility. Results We present Pinetree, a step-wise gene expression simulator with codon-specific translation rates. Pinetree models both transcription and translation in a stochastic framework with individual polymerase and ribosome-level detail. Written in C++ with a Python front-end, any user familiar with Python can specify a genome and simulate gene expression. Pinetree was designed to be efficient and scale to simulate large plasmids or viral genomes. Availability Pinetree is available on GitHub ( https://github.com/benjaminjack/pinetree ) and the Python Package Index ( https://pypi.org/project/pinetree/ ).

My notes (saved in your browser only)

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. The paper's references may be in our DB but unresolved to ``paper_id`` (resolution happens at ingest when the cited DOI matches a row we already have). Run the cross-source citation reconcile pass to retry.

Source provenance

europepmc
last seen: 2026-05-19T01:45:01.086888+00:00