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CAT Bridge

Maintainer PyPI Web Server

Overview

CAT Bridge (Compounds And Transcripts Bridge) CAT Bridge is a comprehensive multi-omics integration and analysis tool, It stands out in its ability to identify gene-metabolite pairs with biological association by fusing transcriptomic and metabolomic data. This is accomplished through the combined use of causality modeling and artificial intelligence.

Features

Comprehensive Analysis Pipeline: From data preprocessing to association computing and result presentation, CAT Bridge supports a complete workflow.
Diverse Statistical Methods: Incorporates seven statistical algorithms for causality estimation and correlation calculation, enabling detailed analysis of gene-metabolite pairs.
Artificial Intelligence Assistance: Features an AI agent powered by large language models to interpret association results and provide insights.
Multiple Access Options: Available as a web server, standalone application, and Python library to cater to different user needs.
Visualization Tools: Offers a range of visualization options for data interpretation, including heatmaps, similarity networks, and trend analyses.

Getting Started

Option 1:

Option 2:

  • Python packge install
pip install catbridge

Bugs or feature requests

To inform us of any bugs, please open a new issue or send an email to by8@ualberta.ca

Citation

Yang, Bowen, Tan Meng, Xinrui Wang, Jun Li, Shuang Zhao, Yingheng Wang, Shu Yi, Yi Zhou, Yi Zhang, Liang Li, and Li Guo. "Cat Bridge: An Efficient Toolkit for Compound-Transcript Association Mining from Multi-Omics Data." bioRxiv (2024): 2024.01.21.576587. https://dx.doi.org/10.1101/2024.01.21.576587.

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