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README.md
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dtype: int32
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splits:
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- name: train
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num_bytes: 75872160
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num_examples: 418381
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- name: valid
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num_bytes: 196539
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num_examples: 1157
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- name: test
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num_bytes: 233913
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num_examples: 1436
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download_size: 10189662
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dataset_size: 76302612
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configs:
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- config_name: default
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data_files:
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- split: test
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path: data/test-*
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---
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dtype: int32
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splits:
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- name: train
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num_examples: 418381
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- name: valid
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num_examples: 1157
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- name: test
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num_examples: 1436
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configs:
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- config_name: default
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data_files:
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- split: test
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path: data/test-*
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---
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# PLINDER Protein-Ligand Interactions
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This dataset contains per-ligand, per-interacting-protein-chain pairs from the PLINDER dataset.
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Splits follow the official stringent train/val/test split provided by PLINDER (val is renamed to valid on the Hub).
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## Row Schema
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| Column | Type | Description |
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|--------|------|-------------|
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| `system_id` | string | PLINDER system ID |
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| `split` | string | Dataset split (train/valid/test) |
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| `entry_pdb_id` | string | PDB entry ID |
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| `entry_determination_method` | string | Experimental method (X-RAY DIFFRACTION, CRYO-EM, NMR, etc.) |
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| `entry_resolution` | float | Structure resolution in Angstroms |
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| `is_experimental` | bool | Whether the structure is experimentally determined (always True for PLINDER) |
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| `protein_sequence` | string | Amino acid sequence of the interacting protein chain |
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| `protein_chain_id` | string | Protein chain identifier |
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| `protein_instance_chain` | string | Full instance.chain identifier |
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| `ligand_smiles` | string | Canonical SMILES of the ligand |
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| `ligand_ccd_code` | string | PDB Chemical Component Dictionary code |
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| `ligand_instance_chain` | string | Ligand instance.chain identifier |
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| `ligand_is_proper` | bool | True if ligand is not an ion or artifact |
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| `ligand_is_covalent` | bool | True if ligand is covalently bound |
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| `ligand_molecular_weight` | float | Molecular weight of the ligand |
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| `system_pass_validation_criteria` | bool | True if system passes PLINDER quality criteria |
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| `system_num_protein_chains` | int | Number of protein chains in the system |
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| `system_num_ligand_chains` | int | Number of ligand chains in the system |
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## Data Source
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All data is derived from the Protein Data Bank (PDB) via the PLINDER dataset.
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The `entry_determination_method` column indicates the experimental technique used:
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- **X-RAY DIFFRACTION**: Crystal structures
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- **CRYO-EM**: Cryo-electron microscopy structures
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- **NMR**: Nuclear magnetic resonance structures
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- **ELECTRON MICROSCOPY**: Other EM methods
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## Citation
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If you use this dataset, please cite the PLINDER paper:
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```bibtex
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@article{Durairaj2024,
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title = {PLINDER: The Protein-Ligand Interactions Dataset and Evaluation Resource},
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year = {2024},
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journal = {bioRxiv},
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doi = {10.1101/2024.07.17.603955}
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}
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```
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Generated by `Synthyra/PLINDER`.
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