pyfurnace 0.0.5

An integrated design engine for RNA origami

pyFuRNAce is an open-source Python package and web-based design engine for creating complex RNA nanostructures using the co-transcriptional RNA origami approach. It streamlines the entire design pipeline — from structural motif assembly to sequence generation and primer design — into an intuitive, user-friendly platform.

WebApp: pyfurnace.de
GitHub: Biophysical-Engineering-Group/pyFuRNAce
PyPI: pyfurnace
Script API examples: Code Examples
Documentation: Read the Docs

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🚀 Features

• 🧩 Motif-based assembly: Build RNA structures using a rich, expandable library of motifs including stems, dovetails, kissing loops, aptamers, and ribozymes.
• 🎨 GUI & Real-time 3D Visualization: Interactive blueprint editor and real-time 3D rendering via Streamlit and oxView.
• 🔄 Integrated Workflow: Design, generate, convert, and prepare your RNA origami in one unified interface.
• 🧬 Sequence Generation & Optimization: Built-in support for sequence folding (Revolvr + ViennaRNA).
• 🧪 Primer & Template Design: Includes tools for DNA conversion, promoter addition, and primer calculations.
• 💻 Python Scripting API: Automate complex designs or build at scale using a programmable interface.

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📦 Installation

Pyfurnace

Note: pyFuRNAce requires Python 3.10 or later, and the local installation always includes the GUI via Streamlit.

Install from PyPI

Install the latest stable version of pyFuRNAce from PyPI using pip (and OAT from GitHub):

pip install pyfurnace

Install from GitHub

Install the latest development version of pyFuRNAce (and OAT) directly from the GitHub repository:

pip install "git+https://github.com/Biophysical-Engineering-Group/pyFuRNAce.git"

Extra Dependencies

Note: The pyFuRNAce installation does not include the oxDNA analysis tools (OAT).

The OAT package is used to convert 3D structures from/to PDB files and write oxDNA force files. To install the OAT package, you can use the following command (the git command is required, you can install it via anaconda with conda install git):

pip install "git+https://github.com/lorenzo-rovigatti/oxDNA.git#subdirectory=analysis"

To run sequence generation, a Perl interpreter is required by the Revolvr script from ROAD. It is usually installed by default on most systems. If not, you can install it via Anaconda with conda install bioconda-legacy::perl.

🖥️ Running the Web Application

To run the web application locally, clone the repository and install the required dependencies:

python -m pyfurnace

This will lunch the GUI in your default web browser. You can also use the hosted version at pyfurnace.de. The WebApp is built using Streamlit and can be run locally or on a server. You can access the webapp directly at pyfurnace.streamlit.app.

🎛 Modules

1. Design: Create and edit RNA structure blueprints. Visualize assembled structures in 3D. Define custom motifs via GUI or scripting.
2. Generate: use inverse folding (Revolvr) to produce RNA sequences matching the target structure. Evaluate folding energies and structural ensemble diversity.
3. Convert: Translate RNA sequences to DNA templates. Add transcriptional promoters (e.g., T7). Analyze sequence properties (e.g., GC content, dimers).
4. Prepare: Design PCR primers with melting temperature calculations. Generate input files for molecular dynamics simulations with oxRNA.

🧑‍💻 Using the Python API

import pyfurnace as pf

line1 = [pf.TetraLoop(),
        pf.Stem(7),
        pf.Dovetail(-2, up_cross=False),
        pf.Stem(6),
        pf.KissingDimer(),
        pf.Stem(6),
        pf.Dovetail(-2, up_cross=False),
        pf.Stem(7),
        pf.TetraLoop(True),
        ]

line2 = [pf.TetraLoop(),
        pf.Stem(7),
        pf.Dovetail(-2, down_cross=False),
        pf.Stem(10),
        pf.start_end_stem(),
        pf.Stem(10),
        pf.Dovetail(-2, down_cross=False),
        pf.Stem(7),
        pf.TetraLoop(True),
        ]

origami = pf.Origami(line1, line2, aling='center')

print(origami)
print(origami.structure)
print(origami.sequence)

-> Output:

                        ╭───────╮
╭CGNNNKNNN──SS──NKNNNNAA┼─NNNNNN╯╭─ANNKNNN──SS──NNNKNNNUU╮
│  ┊┊┊┊┊┊┊  ┊┊  ┊┊┊┊┊┊  │ ┊┊┊┊┊┊ │  ┊┊┊┊┊┊  ┊┊  ┊┊┊┊┊┊┊  │
╰UUNNNKNNN──SS╮╭NKNNNNA─╯╭NNNNNN─┼AANNKNNN──SS╮╭NNNKNNNGC╯
              ││         ╰───────╯            ││
          ╭───╯│                         ╭────╯│
          │╭───╯                         │╭────╯
          ↑↓                             ↑↓
╭CGNKNKNNN╯╰SS──NKNNNKNNNN─3 5─NNNKNNNKNN╯╰SS──NKNNKNNUU╮
│  ┊┊┊┊┊┊┊  ┊┊  ┊┊┊┊┊┊┊┊┊┊     ┊┊┊┊┊┊┊┊┊┊  ┊┊  ┊┊┊┊┊┊┊  │
╰UUNKNKNNN──SS──NKNNNKNNNN─────NNNKNNNKNN──SS──NKNNKNNGC╯
((((((((((((((((((..[[[[[[.))))))))(((((((....)))))))(((((((((....)))))))))))))))))))(((((((((((((((((((....)))))))(((((((((....)))))))))((((((..]]]]]].))))))))))))))))))
NNNKNNNKNNSSNNNKNNAANNNNNNANNKNNNSSNNNKNNNUUCGNNNKNNNSSNKNNKNNUUCGNNKNNKNSSNNKNNNKNNNNNNNKNNNKNSSNNNKNKNUUCGNKNKNNNSSNNNKNNNUUCGNNNKNNNSSNKNNNNAANNNNNNANNNNKNSSNKNNNKNNNN

📚 Examples

Explore tutorials and example notebooks in the examples directory.

📜 License

Code is licensed under the GNU General Public License v3.0 (GPL-3.0)

🧠 Citation

If you use pyFuRNAce in your research, please cite: Monari, L., Braun, I., Poppleton, E. & Göpfrich, K. PyFuRNAce: An integrated design engine for RNA origami. (2025) doi:10.1101/2025.04.17.647389.

🙏 Acknowledgements

Supported by the ERC Starting Grant “ENSYNC”, DFG, HFSP, and Max Planck Society. Developed by Luca Monari, Ina Braun, Erik Poppleton, and Kerstin Göpfrich.