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Holomics: An User-Friendly R 'shiny' Application for Multi-Omics Data Integration and Analysis

A 'shiny' application, which allows you to perform single- and multi-omics analyses using your own omics datasets. After the upload of the omics datasets and a metadata file, single-omics is performed for feature selection and dataset reduction. These datasets are used for pairwise- and multi-omics analyses, where automatic tuning is done to identify correlations between the datasets - the end goal of the recommended 'Holomics' workflow. Methods used in the package were implemented in the package 'mixomics' by Florian Rohart,Benoît Gautier,Amrit Singh,Kim-Anh Lê Cao (2017) &lt;<a href="https://doi.org/10.1371%2Fjournal.pcbi.1005752" target="_top">doi:10.1371/journal.pcbi.1005752</a>&gt; and are described there in further detail.



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Holomics: An User-Friendly R 'shiny' Application for Multi-Omics Data Integration and Analysis

https://cran.r-project.org/package=Holomics

A 'shiny' application, which allows you to perform single- and multi-omics analyses using your own omics datasets. After the upload of the omics datasets and a metadata file, single-omics is performed for feature selection and dataset reduction. These datasets are used for pairwise- and multi-omics analyses, where automatic tuning is done to identify correlations between the datasets - the end goal of the recommended 'Holomics' workflow. Methods used in the package were implemented in the package 'mixomics' by Florian Rohart,Benoît Gautier,Amrit Singh,Kim-Anh Lê Cao (2017) &lt;<a href="https://doi.org/10.1371%2Fjournal.pcbi.1005752" target="_top">doi:10.1371/journal.pcbi.1005752</a>&gt; and are described there in further detail.



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https://cran.r-project.org/package=Holomics

Holomics: An User-Friendly R 'shiny' Application for Multi-Omics Data Integration and Analysis

A 'shiny' application, which allows you to perform single- and multi-omics analyses using your own omics datasets. After the upload of the omics datasets and a metadata file, single-omics is performed for feature selection and dataset reduction. These datasets are used for pairwise- and multi-omics analyses, where automatic tuning is done to identify correlations between the datasets - the end goal of the recommended 'Holomics' workflow. Methods used in the package were implemented in the package 'mixomics' by Florian Rohart,Benoît Gautier,Amrit Singh,Kim-Anh Lê Cao (2017) &lt;<a href="https://doi.org/10.1371%2Fjournal.pcbi.1005752" target="_top">doi:10.1371/journal.pcbi.1005752</a>&gt; and are described there in further detail.

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      An User-Friendly R 'shiny' Application for Multi-Omics Data Integration and Analysis [R package Holomics version 1.1.1]
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      Katharina Munk

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      A 'shiny' application, which allows you to perform single- and multi-omics analyses using your own omics datasets. After the upload of the omics datasets and a metadata file, single-omics is performed for feature selection and dataset reduction. These datasets are used for pairwise- and multi-omics analyses, where automatic tuning is done to identify correlations between the datasets - the end goal of the recommended 'Holomics' workflow. Methods used in the package were implemented in the package 'mixomics' by Florian Rohart,Benoît Gautier,Amrit Singh,Kim-Anh Lê Cao (2017) &lt;<a href="https://doi.org/10.1371%2Fjournal.pcbi.1005752" target="_top">doi:10.1371/journal.pcbi.1005752</a>&gt; and are described there in further detail.
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