File size: 2,376 Bytes
fedfb9b
 
e1a6e11
fedfb9b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
b4c1c9e
fedfb9b
0caa413
 
 
 
 
 
 
 
 
fedfb9b
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
# LigBoundConf 2.0

[LigBoundConf](https://pubs.acs.org/doi/full/10.1021/acs.jcim.0c01197) is a set of high-quality drug-like bound ligand structures in the Protein Data Bank (PDB). The original set contains three sets 
of structures: "raw” structures taken directly from the PDB, "bound” structures, obtained by performing a local minimization of the ligand 
in the presence of the protein pocket with an empirical force field, and “global minimum” structures, obtained by finding the lowest energy 
conformation of the ligand with an empirical force field and implicit water solvation model.

LigBoundConf 2.0 is a neutral subset of LigBoundConf in which we have recalculated the "bound" and "global minimum" structures in vaccuo 
without an implicit solvent. To obtain the "bound” structures we sought to relieve any artificial high-energy artifacts from the deposited PDB
structures. We did this by running a local minimization with the semi-empirical quantum chemistry method GFN2-xTB using the “crude” 
convergence criteria. This ensured that artifacts were removed without significantly altering the bound pose of the ligand. We then performed 
single point energy (SPE) density fucntional theory (DFT) calculations at the ωB97M-D3(BJ)/def2-TZVPPD level of theory.

To obtain the "global minimum” structures, we used the CREST enumeration method with 50 conformers, which uses the same GFN2-xTB energy 
function to search for low energy gas phase structures. We took the lowest energy structure as the ``global minimum” conformation and 
performed a SPE DFT calculation at the same ωB97M-D3(BJ)/def2-TZVPPD level of theory. 

The LigBoundConf 2.0 neutral dataset ended up with 3132 ligands.

This dataset is used to validate the StrainRelief method presented here [[pre-print]](https://arxiv.org/abs/2503.13352) [[code]](https://github.com/prescient-design/StrainRelief). 

## Datasets

- SMILES.csv (mapping from ligand ids to SMILE strings)
- ligboundconf_2_raw.sdf
- ligboundconf_2_crest_local_min.sdf
- ligboundconf_2_xtb_global_min.sdf
- ligboundconf_2_molecules_and_energies.parquet (all structures for the sdfs above as RDKit.Mol binary objects with their corresponding DFT energies)
- strain_releif_output_mace_from_ligboundconf_xtb.parquet (the output from the StrainRelief tool when run on the xtb structures)

---
license: apache-2.0
---