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@@ -18,11 +18,6 @@ The first comprehensive genome-wide virtual screening dataset for human proteins
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  ### Dataset Description
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  **GenomeScreen** represents the largest and most comprehensive virtual screening dataset ever created, containing over **2 million potential drug hits** targeting **>20,000 binding pockets** across **~10,000 human proteins** predicted by AlphaFold2. This dataset was generated through an unprecedented **10 trillion protein-ligand scoring operations**, covering nearly half of the human genome.
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- Key features:
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- - Screened **500+ million drug-like molecules** from ZINC and Enamine REAL databases
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- - Completed in just **24 hours** on 8×A100 GPUs using DrugCLIP technology
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- - Includes **diverse chemical clusters** selected via CADD pipeline
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- - Covers **all major human protein families**
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  - **Curated by:** Yinjun Jia, Bowen Gao, Jiaxin Tan, Jiqing Zheng, Xin Hong, et al. (Tsinghua University)
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  - **Hosted at:** [Drug-The-Whole-Genome Portal](https://drug-the-whole-genome.yanyanlan.com)
@@ -36,53 +31,24 @@ Key features:
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  ---
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- ## Uses
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-
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- ### Direct Use
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- - **Hit Identification:** Rapid discovery of lead compounds for novel targets
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- - **Target Druggability:** Assess ligandability of human proteins at scale
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- - **Method Benchmarking:** Test docking/scoring algorithms against gold-standard data
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- - **AI Training:** Train foundation models for structure-based drug design
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-
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- ### Out-of-Scope Use
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- - **Clinical Decision Making:** Requires experimental validation
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- - **Absolute Affinity Prediction:** Scores reflect relative rankings only
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- - **Non-human Applications:** Focused exclusively on human proteome
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-
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- ---
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-
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  ## Dataset Structure
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  ### Files and Formats
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  ```
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- |- target_protein/
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- |- pocket_1/
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- |- refined_structure.pdb.gz # Processed AlphaFold2 structure
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- |- docking_grid.in # Pre-computed grid coordinates
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- |- top_molecules.csv # Ranked hits with DrugCLIP scores
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- |- clustered_hits/ # Chemically diverse subsets
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- |- cluster_representatives.csv
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- |- pocket_2/
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  ```
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- ### Key Contents
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- - **Protein Structures:** Processed AlphaFold2 predictions with defined pockets
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- - **Docking Grids:** Pre-computed binding site coordinates (x,y,z)
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- - **Ranked Hits:** Top molecules with SMILES, DrugCLIP scores, and poses
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- - **Cluster Representatives:** Diverse subsets for hit expansion
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-
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- ---
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-
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  ### Statistics
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  | Metric | Value |
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  |----------------------------|---------------------|
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  | Proteins Screened | ~10,000 |
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  | Binding Pockets | >20,000 |
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- | Molecules Screened | 500+ million |
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- | Scoring Operations | >10 trillion |
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- | Potential Hits Identified | 2+ million |
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- | GPU Hours | 192 (8×A100×24h) |
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  ---
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  ### Dataset Description
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  **GenomeScreen** represents the largest and most comprehensive virtual screening dataset ever created, containing over **2 million potential drug hits** targeting **>20,000 binding pockets** across **~10,000 human proteins** predicted by AlphaFold2. This dataset was generated through an unprecedented **10 trillion protein-ligand scoring operations**, covering nearly half of the human genome.
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  - **Curated by:** Yinjun Jia, Bowen Gao, Jiaxin Tan, Jiqing Zheng, Xin Hong, et al. (Tsinghua University)
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  - **Hosted at:** [Drug-The-Whole-Genome Portal](https://drug-the-whole-genome.yanyanlan.com)
 
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  ---
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  ## Dataset Structure
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  ### Files and Formats
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  ```
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+ |- folder of target_domain_pocket
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+ |- target_domain_pocket_template/conformer.pdbgz # Refined protein structure based on aligned template or gen-packed conformer
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+ |- xxx_grid.in # Grid center coordinates for docking (specific to the pocket)
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+ |- leader.csv # Representative molecules selected from clusters of top 10K ranked by DrugCLIP
 
 
 
 
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  ```
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  ### Statistics
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  | Metric | Value |
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  |----------------------------|---------------------|
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  | Proteins Screened | ~10,000 |
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  | Binding Pockets | >20,000 |
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+ | Molecules Screened | >500 million |
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+ | Potential Hits Identified | >2 million |
 
 
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  ---
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