EJP-RD WP13 case-study: CAKUT peptidome and miRNome data analysis using the DIABLO and PLS-DA methods from the mixOmics R package Version 1
Download RO-CrateFor 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.
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Version 1 (earliest) Created 20th Apr 2022 at 17:43 by Juma Bayjan
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EJPRD WP13 case-studies workflows from phase 1.
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This workflow is part of the EJP RD case study on CAKUT published here: Bayjanov, J.R., Doornbos, C., Ozisik, O. et al. Integrative analysis of multi-omics data reveals importance of collagen and the PI3K AKT signalling pathway in CAKUT. Sci Rep 14, 20731 (2024). https://doi.org/10.1038/s41598-024-71721-8
Creator: Juma Bayjan
Submitter: Juma Bayjan
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