Skip to main content

MetaXTools is a novel tool for linking peptide sequences with taxonomic and functional information in Metaproteomics.

Project description

MetaX

MetaX is a novel tool for linking peptide sequences with taxonomic and functional information in Metaproteomics. We introduce the Operational Taxon-Function (OTF) concept to explore microbial roles and interactions ("who is doing what and how") within ecosystems.

MetaX also features statistical modules and plotting tools for analyzing peptides, taxa, functions, proteins, and taxon-function contributions across groups.

abstract

Operational Taxon-Function (OTF)

Operational Taxon-Function (OTF) Unit: An operational unit which represents the association between specific taxa and biological functions.

OTF_Structure

OTFs Network

Linking Taxa and Functions in different levels of the hierarchy, and different functional categories. e.g., Species-KO, Genus-CAZy, Phylum-EC, etc.

  • OTF

e.g. The KEGG Pathways linked to Roseburia hominis

  • tf_link_net_2

Download

Desktop Version(Recommended):

The desktop version comes fully set up and ready to use, including all required dependencies and a graphical user interface.

Download MetaX Desktop Version


Command-line version:

Clone the repository to your local machine and install the required dependencies.

git clone https://github.com/byemaxx/MetaX.git
cd MetaX
python -m pip install -r requirements.txt

Getting Started

  • Desktop Version(desktop):
    • Refer to the MetaX Cookbook for detailed instructions on how to use MetaX wtih the graphical user interface.

  • Command-line version:
    • Read the example documentation in the Notebook for detailed instructions and examples.

Citing MetaX

  • If you use MetaX in your research, please cite the following publication:
    • MetaX: A peptide centric metaproteomic data analysis platform using Operational Taxa-Functions (OTF). Wu, Q., Ning, Z., Zhang, A., Zhang, X., Sun, Z., & Figeys, D. (2024). bioRxiv. DOI: 10.1101/2024.04.19.590315.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

metaxtools-1.112.2.tar.gz (4.3 MB view details)

Uploaded Source

Built Distribution

MetaXTools-1.112.2-py3-none-any.whl (4.4 MB view details)

Uploaded Python 3

File details

Details for the file metaxtools-1.112.2.tar.gz.

File metadata

  • Download URL: metaxtools-1.112.2.tar.gz
  • Upload date:
  • Size: 4.3 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.11.5

File hashes

Hashes for metaxtools-1.112.2.tar.gz
Algorithm Hash digest
SHA256 2035b45e867baed28db9d7f3a012cd4a1b25417fb4fcf4d83b4dc4e9ffe2c01d
MD5 130c277327e09cdc7d964e2b9d9127cc
BLAKE2b-256 9db1bfd2f7f0e940c00442b22980f0c00bd46f771066d5ca06634c6985bc9c6c

See more details on using hashes here.

File details

Details for the file MetaXTools-1.112.2-py3-none-any.whl.

File metadata

File hashes

Hashes for MetaXTools-1.112.2-py3-none-any.whl
Algorithm Hash digest
SHA256 a8b8326e3a78472147ffa950bf98e709266621abab8328347b4d9ca950c4560e
MD5 e07c6e3ee22dfdd4caa5e91d40cfd033
BLAKE2b-256 bbd163438c46e72706d448557bf4e150d7fc9f67df2cce8be6e947ef3b7676ec

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page