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bioconductor-metnet

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Inferring metabolic networks from untargeted high-resolution mass spectrometry data

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-metnet

Usage Tracking

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Description

MetNet contains functionality to infer metabolic network topologies from quantitative data and high-resolution mass/charge information. Using statistical models (including correlation, mutual information, regression and Bayes statistics) and quantitative data (intensity values of features) adjacency matrices are inferred that can be combined to a consensus matrix. Mass differences calculated between mass/charge values of features will be matched against a data frame of supplied mass/charge differences referring to transformations of enzymatic activities. In a third step, the two levels of information are combined to form a adjacency matrix inferred from both quantitative and structure information.

About

Summary

Inferring metabolic networks from untargeted high-resolution mass spectrometry data

Last Updated

Dec 21, 2024 at 07:56

License

GPL (>= 3)

Total Downloads

20.4K

Supported Platforms

noarch