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Manipulating Ligands Using Coot Paul Emsley May 2013
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Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

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Page 1: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Manipulating Ligands Using Coot

Paul EmsleyMay 2013

Page 2: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Ligand and Density...

Page 3: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Ligand and Density...

Page 4: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Ligand and Density...

Protein-ligand complex models are often a result of subjective interpretation

Page 5: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Scoring Protein-Ligand Complexes

Score all PDB protein-ligand complexes No covalent link to protein No alt confs Hetgroups with more than 6 atoms

Score: Correlation of maps: omit vs calculated

around the ligand Mogul distortion

z-worst Clash-score

c.f. Molprobity tool

Page 6: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB
Page 7: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB
Page 8: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB
Page 9: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Ligand Scoring

Preliminary results & conclusions...

Page 10: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB
Page 11: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Scoring Ligands:To Be Better Than The Median:

0 bumps

Mogul z(worst) < 5.4 But probably < 3.0 (when geometry is fixed)

Density correlation > 0.9 resolution dependence? do we believe the resolution in the data file?

Page 12: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

2D Ligand Builder Free sketch

SBase search

Page 13: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

2D Sketcher Structural Alerts

●On the fly ROMol creation●Check vs. vector of SMARTS

● (from Biscu-it)● And user-defined

(python variable) list

Page 14: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

QED Score

Quantitative Evaluation of Drug-likeness

Bickerton et al (2012) Nature Chemistry

Page 15: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

2D Sketcher

QED score

Silicos-it's Biscu-it™

Look up the function with PyModule_GetDict()and PyModule_GetItem()

Page 16: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Ligand Utils

“Get Drug” Uses network connection to Wikipedia

Get comp-id ligand-description from PDBe downloads and reads (e.g.) AAA.cif

(extracted from chemical component library)

Drag and drop Uses network connection to get URLs or file-system files

pyrogen restraints generation

Page 17: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Ligand Utils – CCP4 SRS

Page 18: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

New Software for Restraints Generation

Page 19: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

COD Atom Types

COD

2nd order-based

H1B: H(CHHO) C9: C[5,5,6](C[5,5]CHH)(C[5,6]CHH)(C[5,6]CHO)(H)

Page 20: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Manipulating Ligands

Page 21: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Using ”Yesterday's” Ligand

Atom name matching

Torsion matching

Ligand overlay

Common subgraph isomorphism, Krissinel & Henrick (2004)

Page 22: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Generating Conformers

Using restraint information...

Page 23: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

REFMAC Monomer Library chem_comp_bond

loop_

_chem_comp_bond.comp_id

_chem_comp_bond.atom_id_1

_chem_comp_bond.atom_id_2

_chem_comp_bond.type

_chem_comp_bond.value_dist

_chem_comp_bond.value_dist_esd

ALA N H single 0.860 0.020

ALA N CA single 1.458 0.019

ALA CA HA single 0.980 0.020

ALA CA CB single 1.521 0.020

ALA CB HB1 single 0.960 0.020

ALA CB HB2 single 0.960 0.020

Page 24: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

REFMAC Monomer Library chem_comp_tor

loop_

_chem_comp_tor.comp_id

_chem_comp_tor.id

_chem_comp_tor.atom_id_1

_chem_comp_tor.atom_id_2

_chem_comp_tor.atom_id_3

_chem_comp_tor.atom_id_4

_chem_comp_tor.value_angle

_chem_comp_tor.value_angle_esd

_chem_comp_tor.period

ADP var_1 O2A PA O3A PB 60.005 20.000 1

ADP var_2 PA O3A PB O1B 59.979 20.000 1

ADP var_3 O2A PA "O5'" "C5'" -59.942 20.000 1

ADP var_4 PA "O5'" "C5'" "C4'" 179.996 20.000 1

ADP var_5 "O5'" "C5'" "C4'" "C3'" 176.858 20.000 3

ADP var_6 "C5'" "C4'" "O4'" "C1'" 150.000 20.000 1

ADP var_7 "C5'" "C4'" "C3'" "C2'" -150.000 20.000 3

Page 25: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Ligand Torsionable Angle Probability from CIF file

Page 26: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Conformer Generation

Non-HydrogenNon-CONSTNon-Ring

Page 27: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB
Page 28: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB
Page 29: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Parmatisation issues...(what if they are wrong?)

Perfect refinement with incorrect parameters → distorted structure

CSD's Mogul Knowledge-base of geometric

parameters based on the CSD Can be run as a “batch job” Mean, median, mode,

quartiles, Z-scores.

Page 30: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Ligand Validation

Mogul plugin in Coot Run mogul, graphical display of results Update restraints (target and esds for bonds and

angles) CSD data not so great for plane, chiral and torsion

restraints (not by me, anyway)

Page 31: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Mogul Results Representation

Page 32: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Ligand Represenation

Bond orders (from dictionary restraints)

Page 33: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Chiral Centre Inversion

Inverted chiral centre refinement pathology detection

Hydrogen tunnelling

Page 34: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Chemical Features

...and on the flythumbnailing

Uses built-in FeatureFactory

Page 35: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Ligand Environment Layout 2d Ligand pocket layout (ligplot, poseview)

Can we do better? - Interactivity?

Page 36: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Ligand Environment Layout

Binding pocket residues

Interactions

Substitution contour

Solvent accessibility halos

Solvent exclusion by ligand

Page 37: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Solvent Exposure

• Identification of solvent accessible atoms

Page 38: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Ligand Enviroment Layout

Considerations 2D placement and distances should reflect 3D metrics (as

much as possible) H-bonded residues should be close the atoms to

which they are bonded Residues should not overlap the ligand Residues should not overlap each other c.f. Clark & Labute (2007)

Page 39: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Layout Energy Terms

Residues match 3D Distances

Residues don't overlay each other

Residues are close to H-bonding ligand atoms

Residues don't overlap ligand

Page 40: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

”Don't overlap the ligand”

Page 41: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Ligand Environment Layout Initial residue placement

Page 42: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Ligand Environment Layout Residue position minimisation

Page 43: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Determination of the Substitution Contour

Page 44: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Substitution Contour:Extending along Hydrogens

Page 45: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB
Page 46: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

59/60

Page 47: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

0.8 (ETA Sept 2014) Fixes to ligand fitting

Retrive PDBe ligand description (for new ligands)

Improvements to Carbohydrate-building

Improvements to Mogul Interface

Page 48: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Acknowledgements Kevin Cowtan

Bernhard Lohkamp

Libraries, Dictionaries Alexei Vagin, Garib Murshudov Eugene Krissinel Greg Landrum

Funding: BBSRC & CCP4

Page 49: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Modelling Carbohydrates

Validation,

Model-building,

Refinement

Page 50: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Problematic Glycoproteins Crispin, Stuart & Jones (2007)

NSB Correspondence “one third of entries contain significant errors in

carbohydrate stereochemistry...” “carbohydrate-specific building and validation tools capable

of guiding and construction of biologically relevant stereochemically accurate models should be integrated into popular crystallographic software. Rigorous treatment of the structural biology of glycosylation can only enhance the analysis of glycoproteins and our understanding of their function”

PDB curators concur

Page 51: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Carbohydrate Links

Thomas Lütteke (2007)

Page 52: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Validate the Links

Page 53: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Validate the Tree:N-linked carbohydrates

Page 54: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Linking Oligsaccharides/Carbohydrates:

LO/Carb

Complex carbohydrate structure from a dictionary of standard links and monomers torsion-angle refinement

Page 55: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB
Page 56: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB
Page 57: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB
Page 58: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB
Page 59: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB

Refinement Trials(NAG-ASN example)

Page 60: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB
Page 61: Manipulating Ligands Using Coot · 2016. 5. 19. · Protein-ligand complex models are often a result of subjective interpretation. Scoring Protein-Ligand Complexes. Score all PDB