# 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 <u>statistical modules</u> and <u>plotting tools</u> for analyzing peptides, taxa, functions, proteins, and taxon-function contributions across groups.
![abstract](https://github.com/byemaxx/MetaX/raw/main/Docs/MetaX_Cookbook.assets/abstract.png)
## Operational Taxon-Function (OTF)
**Operational Taxon-Function (OTF) Unit**: An operational unit which represents the association between specific taxa and biological functions.
![OTF_Structure](https://github.com/byemaxx/MetaX/raw/main/Docs/MetaX_Cookbook.assets/OTF_Structure.png)
## 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](https://github.com/byemaxx/MetaX/raw/main/Docs/MetaX_Cookbook.assets/tf_link_net.png)
e.g. The **KEGG Pathways** linked to ***Roseburia hominis***
- ![tf_link_net_2](https://github.com/byemaxx/MetaX/raw/main/Docs/MetaX_Cookbook.assets/tf_link_net_2.png)
## Download
### `Desktop Version(Recommended)`:
The desktop version comes fully set up and ready to use, including all required dependencies and a graphical user interface.
<a href="https://shiny2.imetalab.ca/shiny/rstudio/metax_download/" target="_blank">Download MetaX Desktop Version</a>
<br>
### `Command-line version`:
Use pip to install then type `metax` in the terminal to launch the GUI.
```bash
python -m pip install MetaXTools
```
## Getting Started
- `Desktop Version(desktop)`:
- Refer to the <a href="https://byemaxx.github.io/MetaX/" target="_blank">MetaX Cookbook</a> for detailed instructions on how to use MetaX with the graphical user interface.
<br>
- `Command-line version`:
- Read the example documentation in the [Notebook](https://github.com/byemaxx/MetaX/blob/main/Docs/example.ipynb) 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: <a href="https://doi.org/10.1101/2024.04.19.590315" target="_blank">10.1101/2024.04.19.590315</a>.
Raw data
{
"_id": null,
"home_page": null,
"name": "MetaXTools",
"maintainer": null,
"docs_url": null,
"requires_python": ">=3.10",
"maintainer_email": null,
"keywords": "MetaX, MetaXTools, metaproteomics, peptide, OTF, Operational Taxa-Functions, visualization, analysis",
"author": null,
"author_email": "Qing Wu <byeomax@outlook.com>",
"download_url": "https://files.pythonhosted.org/packages/36/0e/2b9709ceee5cb349456f4788a947501e947bd03f1876f29f3b55fdb3840f/metaxtools-1.118.2.tar.gz",
"platform": null,
"description": "# MetaX\r\n\r\n**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. \r\n\r\nMetaX also features <u>statistical modules</u> and <u>plotting tools</u> for analyzing peptides, taxa, functions, proteins, and taxon-function contributions across groups.\r\n\r\n\r\n![abstract](https://github.com/byemaxx/MetaX/raw/main/Docs/MetaX_Cookbook.assets/abstract.png)\r\n## Operational Taxon-Function (OTF)\r\n\r\n**Operational Taxon-Function (OTF) Unit**: An operational unit which represents the association between specific taxa and biological functions. \r\n\r\n![OTF_Structure](https://github.com/byemaxx/MetaX/raw/main/Docs/MetaX_Cookbook.assets/OTF_Structure.png)\r\n\r\n## OTFs Network\r\n\r\nLinking Taxa and Functions in different levels of the hierarchy, and different functional categories. e.g., **Species-KO**, **Genus-CAZy**, **Phylum-EC**, etc.\r\n\r\n- ![OTF](https://github.com/byemaxx/MetaX/raw/main/Docs/MetaX_Cookbook.assets/tf_link_net.png)\r\n\r\n\r\n\r\ne.g. The **KEGG Pathways** linked to ***Roseburia hominis***\r\n\r\n- ![tf_link_net_2](https://github.com/byemaxx/MetaX/raw/main/Docs/MetaX_Cookbook.assets/tf_link_net_2.png)\r\n\r\n\r\n\r\n## Download\r\n### `Desktop Version(Recommended)`:\r\nThe desktop version comes fully set up and ready to use, including all required dependencies and a graphical user interface.\r\n\r\n<a href=\"https://shiny2.imetalab.ca/shiny/rstudio/metax_download/\" target=\"_blank\">Download MetaX Desktop Version</a>\r\n\r\n\r\n<br>\r\n\r\n### `Command-line version`:\r\nUse pip to install then type `metax` in the terminal to launch the GUI.\r\n ```bash\r\n python -m pip install MetaXTools\r\n ```\r\n\r\n\r\n## Getting Started\r\n- `Desktop Version(desktop)`:\r\n - Refer to the <a href=\"https://byemaxx.github.io/MetaX/\" target=\"_blank\">MetaX Cookbook</a> for detailed instructions on how to use MetaX with the graphical user interface.\r\n <br>\r\n- `Command-line version`:\r\n - Read the example documentation in the [Notebook](https://github.com/byemaxx/MetaX/blob/main/Docs/example.ipynb) for detailed instructions and examples.\r\n\r\n\r\n## Citing MetaX\r\n- If you use MetaX in your research, please cite the following publication:\r\n - **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: <a href=\"https://doi.org/10.1101/2024.04.19.590315\" target=\"_blank\">10.1101/2024.04.19.590315</a>.\r\n\r\n",
"bugtrack_url": null,
"license": "NorthOmics",
"summary": "MetaXTools is a novel tool for linking peptide sequences with taxonomic and functional information in Metaproteomics.",
"version": "1.118.2",
"project_urls": {
"Homepage": "https://github.com/byemaxx/MetaX",
"Issues": "https://github.com/byemaxx/MetaX/issues"
},
"split_keywords": [
"metax",
" metaxtools",
" metaproteomics",
" peptide",
" otf",
" operational taxa-functions",
" visualization",
" analysis"
],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "a3c6725865eca34c5da106474b06035fb3beb4b7b6df7976e48d6e25378d0e9e",
"md5": "750f8cda07aa84f8e35765396fb2a626",
"sha256": "71812c3c3a99bbae51892e11a6ee4dfe5eb5d7a5db74057a7d9ab959e206c56b"
},
"downloads": -1,
"filename": "MetaXTools-1.118.2-py3-none-any.whl",
"has_sig": false,
"md5_digest": "750f8cda07aa84f8e35765396fb2a626",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.10",
"size": 4436396,
"upload_time": "2024-11-16T17:53:21",
"upload_time_iso_8601": "2024-11-16T17:53:21.907286Z",
"url": "https://files.pythonhosted.org/packages/a3/c6/725865eca34c5da106474b06035fb3beb4b7b6df7976e48d6e25378d0e9e/MetaXTools-1.118.2-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "360e2b9709ceee5cb349456f4788a947501e947bd03f1876f29f3b55fdb3840f",
"md5": "28a94f5b1005230388c680fb26d469b7",
"sha256": "bfdf558ca105cee11540b0573f74fdb022b5dd37b955744b84aa091f4a34d398"
},
"downloads": -1,
"filename": "metaxtools-1.118.2.tar.gz",
"has_sig": false,
"md5_digest": "28a94f5b1005230388c680fb26d469b7",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.10",
"size": 4338501,
"upload_time": "2024-11-16T17:53:23",
"upload_time_iso_8601": "2024-11-16T17:53:23.920641Z",
"url": "https://files.pythonhosted.org/packages/36/0e/2b9709ceee5cb349456f4788a947501e947bd03f1876f29f3b55fdb3840f/metaxtools-1.118.2.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-11-16 17:53:23",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "byemaxx",
"github_project": "MetaX",
"travis_ci": false,
"coveralls": false,
"github_actions": true,
"requirements": [
{
"name": "distinctipy",
"specs": [
[
">=",
"1.2.2"
]
]
},
{
"name": "matplotlib",
"specs": [
[
">=",
"3.7.2"
]
]
},
{
"name": "numpy",
"specs": [
[
">=",
"1.25.1"
]
]
},
{
"name": "pandas",
"specs": [
[
">=",
"2.0.3"
]
]
},
{
"name": "pydeseq2",
"specs": [
[
">=",
"0.4.10"
]
]
},
{
"name": "pyecharts",
"specs": [
[
">=",
"2.0.6"
]
]
},
{
"name": "PyQt5",
"specs": [
[
">=",
"5.15.9"
]
]
},
{
"name": "PyQt5-Qt5",
"specs": [
[
">=",
"5.15.2"
]
]
},
{
"name": "PyQt5-sip",
"specs": [
[
">=",
"12.12.1"
]
]
},
{
"name": "PyQtWebEngine",
"specs": [
[
">=",
"5.15.6"
]
]
},
{
"name": "PyQtWebEngine-Qt5",
"specs": [
[
">=",
"5.15.2"
]
]
},
{
"name": "python-dateutil",
"specs": [
[
">=",
"2.8.2"
]
]
},
{
"name": "qt-material",
"specs": [
[
">=",
"2.14"
]
]
},
{
"name": "QtAwesome",
"specs": [
[
">=",
"1.2.3"
]
]
},
{
"name": "scikit-learn",
"specs": [
[
">=",
"1.3.0"
]
]
},
{
"name": "scipy",
"specs": [
[
">=",
"1.11.3"
]
]
},
{
"name": "tqdm",
"specs": [
[
">=",
"4.65.0"
]
]
},
{
"name": "scikit-bio",
"specs": [
[
">=",
"0.6.0"
]
]
},
{
"name": "adjustText",
"specs": [
[
">=",
"1.1.1"
]
]
},
{
"name": "openpyxl",
"specs": []
},
{
"name": "pyproject-toml",
"specs": [
[
">=",
"0.0.10"
]
]
},
{
"name": "statsmodels",
"specs": []
},
{
"name": "seaborn",
"specs": [
[
">=",
"0.13.2"
]
]
},
{
"name": "numba",
"specs": [
[
">=",
"0.60.0"
]
]
}
],
"lcname": "metaxtools"
}