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tear_fluid_ALS

Code for the tear fluid project Made by Clara Meijs

In this folder:

- gsea_v3.Rmd: the Markdown file with the code for the gsea analysis 

- New_dataset_ALS_tear_fluid.Rmd: the Markdown file with the code for the the preprocessing, the data visualizations, differential expression analysis, and supervised learning

- Regression_models.Rmd: the Markdown file with the code for the the preprocessing, the data visualizations, differential expression analysis, and supervised learning of the OLD dataset

- proteomics_modelling_uni_and_multivariate.Rmd: the Markdown file with the code for the experiment where we perform feature selection based on univariate modeling. 

- Sanity_check.Rmd: the Markdown file with the code where we investigate a discrepency between the analysis in DE in Perseus and my analysis in R.

- Western_blot.Rmd: the Markdown file with the code for the multivariate modelling with the Western blot data.