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Human SUMO Analysis

Scripts and example input files supporting the human SUMO build manuscript. Organised into subfolders, each handling a different step of the analysis:

  • peptide_db/

Python scripts for generating custom peptide databases. Includes in silico digestions (Lys-C, Glu-C, Asp-N) allowing up to eight missed cleavages.

  • sumo_peak_filter/

R script to filter SUMO remnant fragment ion peaks from mzML files. Removes diagnostic ions using the mzR package to improve PSM confidence and accurate SUMO site localisation.

  • site_level_filter/

Python scripts for post mzidFLR processing. Collapse results to the site level, retain sites with FLR < 5%, remove contaminants/decoys, merge parallel searches, and apply Asp-N–specific rules to endogenous datasets.

  • gsb_tiering/

Python script to classify SUMO sites into quality tiers. Defines Gold (≥2 datasets, FLR < 1%), Silver (1 dataset, FLR < 1%), and Bronze (FLR < 5% but not in Gold/Silver) sets.

  • 15mer_motif/

Python script to generate 15-mer sequences required for motif-x analysis. Used to extract statistically overrepresented sequence motifs around SUMOylated lysines.

  • figures/

Scripts to generate figures. Includes motif heatmaps, amino acid enrichment plots, structural summaries, and co-modification analyses.

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Scripts and example input files supporting the human SUMO build manuscript.

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