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:github_url: https://github.com/microbiomedata/metaMS/blob/master/docs/index.rst | ||
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.. | ||
Note: The above `github_url` field is used to force the target of the "Edit on GitHub" link | ||
to be the specified URL. That makes it so the link will work, regardless of the Sphinx | ||
site the file is incorporated into. You can learn more about the `github_url` field at: | ||
https://sphinx-rtd-theme.readthedocs.io/en/stable/configuring.html#confval-github_url | ||
Metabolomics Workflow | ||
============================== | ||
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Summary | ||
.. image:: metams_workflow2024.svg | ||
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Workflow Overview | ||
------- | ||
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The gas chromatography-mass spectrometry (GC-MS) based metabolomics workflow (metaMS) has been developed by leveraging PNNL's CoreMS software framework. | ||
The current software design allows for the orchestration of the metabolite characterization pipeline, i.e., signal noise reduction, m/z based Chromatogram Peak Deconvolution, | ||
abundance threshold calculation, peak picking, spectral similarity calculation and molecular search, similarity score calculation, and confidence filtering, all in a single step. | ||
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Workflow Diagram | ||
------------------ | ||
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.. image:: metamsworkflow.png | ||
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Workflow Dependencies | ||
--------------------- | ||
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Third party software | ||
~~~~~~~~~~~~~~~~~~~~ | ||
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- CoreMS (2-clause BSD) | ||
- Click (BSD 3-Clause "New" or "Revised" License) | ||
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Database | ||
~~~~~~~~~~~~~~~~ | ||
- PNNL Metabolomics GC-MS Spectral Database | ||
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Workflow Availability | ||
--------------------- | ||
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The databases are available by request. | ||
Please contact NMDC ([email protected]) for access. | ||
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Test datasets | ||
------------- | ||
https://github.com/microbiomedata/metaMS/blob/master/data/GCMS_FAMES_01_GCMS-01_20191023.cdf | ||
Requirements for Execution | ||
-------------------------- | ||
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- Docker Container Runtime | ||
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or | ||
- Python Environment >= 3.10 | ||
- Python Dependencies are listed on requirements.txt | ||
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Execution Details | ||
--------------------- | ||
~~~~~~~~~~~~~~~~ | ||
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Please refer to: | ||
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https://github.com/microbiomedata/metaMS#metams-installation | ||
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Hardware Requirements | ||
-------------------------- | ||
- To run this application, you need a processor with at least 2.0 GHz speed, 8GB of RAM, 10GB of free hard disk space | ||
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Workflow Dependencies | ||
--------------------- | ||
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Software | ||
~~~~~~~~~~~~~~~~~~~~ | ||
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- CoreMS (2-clause BSD) | ||
- Click (BSD 3-Clause "New" or "Revised" License) | ||
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Database | ||
~~~~~~~~~~~~~~~~ | ||
- PNNL Internal Metabolomics GC-MS Spectral Database, version 20191015 | ||
- Test database provided at db/EMSL_lowres_gcms_test_database.sqlite | ||
- Database will be provided via an API in FY25 | ||
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Test datasets | ||
------------- | ||
https://github.com/microbiomedata/metaMS/tree/master/data/raw_data/GCMS_FAMES_01_GCMS-01_20191023.cdf | ||
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Inputs | ||
~~~~~~~~ | ||
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- Workflow Metadata: | ||
- JSON | ||
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Requirements for Execution | ||
-------------------------- | ||
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- Docker Container Runtime | ||
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or | ||
- Python Environment >= 3.6 | ||
- Python Dependencies are listed on requirements.txt | ||
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Version History | ||
--------------- | ||
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Point of contact | ||
---------------- | ||
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Package maintainer: Yuri E. Corilo <[email protected]> | ||
Package maintainer: Yuri E. Corilo <[email protected]> |
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