Repository contaning data and codes to reproduce the comparison of sample-wise methods in the rRoma article.
- GMT file: h.all.v2023.1.Hs.symbols.gmt
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gene expression data: Rehman_CF_NCF_RNA_exp_matrix_norm.rda
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samples information : Rehman_CF_NCF_sample_labels.rda
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rROMA script: rROMA vignette (https://sysbio-curie.github.io/rROMA/index.html)
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comparison with the other state of the art methods: Rehman_CF_NCF_other_methods.R
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gene expression data: Rehman_IL17_TNFa_RNA_exp_matrix_norm.rda
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samples information : Rehman_IL17_TNFa_sample_labels.rda
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exploratory analysis and normalisation of data matrix: Rehman_IL17_TNFa_RNA_exp_matrix_norm.R
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rROMA script: Rehman_TNF_IL17_rROMA.R
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comparison with the other state of the art methods: Rehman_TNF_IL17_other_methods.R