EJPRD WP13 case-studies workflows
OverviewEJPRD WP13 case-studies workflows from phase 1.
Space: Independent Teams
SEEK ID: https://workflowhub.eu/projects/40
Public web page: https://www.ejprarediseases.org/
Organisms: No Organisms specified
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Team created: 23rd Jun 2021
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Teams: EJPRD WP13 case-studies workflows
Organizations: EJP-RD
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Teams: EJPRD WP13 case-studies workflows
Organizations: EJP-RD
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Teams: EJPRD WP13 case-studies workflows
Organizations: Maastricht University
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Teams: LBI-RUD, EJPRD WP13 case-studies workflows
Organizations: LBI-RUD, EJP-RD
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Teams: EJPRD WP13 case-studies workflows
Organizations: EJP-RD
https://orcid.org/0000-0002-8972-9206
Teams: EJPRD WP13 case-studies workflows
Organizations: EJP-RD
https://orcid.org/0000-0001-5980-8002
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Organizations: Barcelona Supercomputing Center (BSC-CNS), ELIXIR
https://orcid.org/0000-0003-4929-1219
Computer Engineer in Barcelona Supercomputing Center (BSC)
Teams: EJPRD WP13 case-studies workflows
Organizations: EJP-RD
https://orcid.org/0000-0002-2319-2960
Teams: EJPRD WP13 case-studies workflows
Organizations: EJP-RD
https://orcid.org/0000-0002-7449-6657
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Joint multi-omics dimensionality reduction approaches for CAKUT data using peptidome and proteome data
Brief description In (Cantini et al. 2020), Cantini et al. evaluated 9 representative joint dimensionality reduction (jDR) methods for multi-omics integration and analysis and . The methods are Regularized Generalized Canonical Correlation Analysis (RGCCA), Multiple co-inertia analysis (MCIA), Multi-Omics Factor Analysis (MOFA), Multi-Study Factor Analysis (MSFA), iCluster, Integrative NMF ...
Type: Snakemake
Creators: Ozan Ozisik, Juma Bayjan, Cenna Doornbos, Friederike Ehrhart, Matthias Haimel, Laura Rodriguez-Navas, José Mª Fernández, Eleni Mina, Daniël Wijnbergen
Submitter: Juma Bayjan
DownloadFor integrative analysis of CAKUT multi-omics data DIABLO method of the mixOmics package (version 6.10.9. Singh et. al. 2019) was used with sPLS-DA (sparse Partial Least Squares Discriminant Analysis Discriminant Analysis) and PLS-DA classification.
Type: Snakemake
Creators: Juma Bayjan, Ozan Ozisik, Cenna Doornbos, Friederike Ehrhart
Submitter: Juma Bayjan
In this analysis, we created an extended pathway, using the WikiPathways repository (Version 20210110) and the three -omics datasets. For this, each of the three -omics datasets was first analyzed to identify differentially expressed elements, and pathways associated with the significant miRNA-protein links were detected. A miRNA-protein link is deemed significant, and may possibly be implying causality, if both a miRNA and its target are significantly differentially expressed.
The peptidome and ...
Type: Snakemake
Creators: Woosub Shin, Friederike Ehrhart, Juma Bayjan, Cenna Doornbos, Ozan Ozisik
Submitter: Juma Bayjan
