Datasets:
Formats:
csv
Size:
1K - 10K
Tags:
post-translational-modifications
phosphorylation
acetylation
methylation
sumoylation
ubiquitylation
License:
Update README.md
Browse files
README.md
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## Data Files
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## Dataset Statistics
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<img src="data/images/ptmint_methods.png" width="400">
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</p>
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This repo exposes two splits under a single config (`main`):
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1. **ptmint_general**
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- Path: `data/ptmint_all_with_splits.csv`
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- Contents: PTMint-derived records (all PTM types included and sites both in the PPI interface and outside the interface).
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2. **ptmint_phospho_interfaces**
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- Path: `data/ptmint_interface_phospho_with_splits.csv`
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- Contents: a phosphorylation-focused subset restricted to records where the PTM site is mapped to a protein–protein **interface** (as defined by your preprocessing pipeline in src).
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## License
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- **This dataset repository:** MIT License for educational purposes only.
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## Data Files
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This repository contains two datasets:
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1. **ptmint_general**
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- Path: `data/ptmint_all_with_splits.csv`
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- Contents: PTMint-derived records (all PTM types included and sites both in the PPI interface and outside the interface).
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2. **ptmint_phospho_interfaces**
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- Path: `data/ptmint_interface_phospho_with_splits.csv`
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- Contents: a phosphorylation-focused subset restricted to records where the PTM site is mapped to a protein–protein **interface** (as defined by your preprocessing pipeline in src).
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## Dataset Statistics
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### Table 1. Summary of PTM effects on protein–protein interactions
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| PTM types | PTM sites | Enhance | Inhibit | Interface fraction |
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|------------------|-----------|--------|--------|--------------------|
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| Acetylation | K | 192 | 125 | 0.17 |
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| Glycosylation | S, T | 5 | 0 | 0.00 |
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| Methylation | K, R | 145 | 22 | 0.24 |
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| Phosphorylation | S, T, Y | 2925 | 1580 | 0.16 |
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| Sumoylation | K | 57 | 26 | 0.08 |
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| Ubiquitylation | K | 67 | 12 | 0.31 |
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<img src="data/images/ptmint_methods.png" width="400">
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</p>
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## License
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- **This dataset repository:** MIT License for educational purposes only.
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