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ZENODO
Software . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Software . 2024
License: CC BY
Data sources: Datacite
ZENODO
Software . 2024
License: CC BY
Data sources: Datacite
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DPM: Directional integration and pathway enrichment analysis for multi-omics data

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 18 Jun 2024Publisher:Zenodo
Authors: Reimand, Jüri; Slobodyanyuk, Mykhaylo;

doi: 10.5281/zenodo.12118088 , 10.5281/zenodo.12118089

DPM: Directional integration and pathway enrichment analysis for multi-omics data

Abstract

DPM is a statistical data fusion method for integrating genes, proteins, and pathways across multi-omics datasets. It uses directionally informed P-value merging to prioritise genes and pathways with consistent directional changes between the input omics datasets and penalise genes and pathways with inconsistent directions. DPM is part of the ActivePathways R package. This version of the package corresponds to the results of the publication (Slobodyanyuk, Bahcheli et al, 2024). 

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
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