There are 3 repositories under post-translational-modification topic.
A python package for fast post translational modification localization, powered by Cython.
Analytical R Tools for Mass Spectrometry
Web scraper for UniProt and iPTMnet database
Proteomics Mass Spectrometry Datasets for Machine Learning
Post Translational Modification (PTM) Significance Analysis in shotgun mass spectrometry-based proteomic experiments
CWL workflow that facilitate performing a series of structural and phenotype related third party prediction methods starting from either a protein FASTA file or a list of Uniprot IDs. Integrated prediction methods refer to secondary structure, solvent accessibility, disordered regions, PTS modifications (phosphorylation, glycosylation, lipid modification, sumoylation, etc).
This project is conduct research using deep learning to predict phosphorylation site in protein sequences
EpiProfile 2.0: A Computational Platform for Processing Epi-Proteomics Mass Spectrometry Data
Non-linear Bayesian elastic net regression for calculating protein and PTM fold changes from peptide intensities in label-free, bottom-up proteomics on heterogeneous primary human samples.
Python implementation of BayesENproteomics with user-customised models and other additional features
Validation of modified amino acid sites in peptide sequences by identifying immonium ions in the raw spectra (.mgf format)
Code and datasets for the publication "Recurrent Neural Network-based Prediction of O-GlcNAcylation Sites in Mammalian Proteins"
R-based package for detecting differencially abundant post translational modifications (PTM) in shotgun mass spectrometry-bsed proteomic experiments with tandem mass tag (TMT) labeling
Simple visualisation of PTM data sites alongside protein motif and family domain information
A machine learning tool to assign edges in protein-protein interaction networks with a function.
Web-application for Interactive Visualization of Post Translational Modifications
Improving Protein Succinylation Sites Prediction Using Features Extracted from Protein Language Model
Code and datasets for the publication "Linear and Neural Network Models for Predicting N-glycosylation in Chinese Hamster Ovary Cells Based on B4GALT Levels"
One minute analysis of histone post-translational modifications by direct infusion mass spectrometry
Software for the validation of citrullinated peptides
data integration and network analysis of post-translational modification based on mass spectrometry data
Workflow to perform unbiased site-to-protein normalization in multiplex proteomics by accounting for ratio compression effects due to ion interference
Jupyter notebook examples of Scop3P REST API services
Algorithms for the generation of substitution matrices from intra-taxa variation data. Implemented and published on human genetic variation data.
Workflow to perform unbiased site-to-protein normalization in multiplex proteomics by accounting for ratio compression effects due to ion interference