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Searching and Analysing 3D Protein-ligand Structures using PDBe web services Abhik Mukhopadhyay www.pdbe.org
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Searching and Analysing 3D Protein-ligand Structures using ...

Nov 20, 2021

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Page 1: Searching and Analysing 3D Protein-ligand Structures using ...

Searching and Analysing 3D Protein-ligand Structures using PDBe web services

Abhik Mukhopadhyay

www.pdbe.org

Page 2: Searching and Analysing 3D Protein-ligand Structures using ...

About wwPDB and PDBe

PDBe web services

Searching PDBe – A case study

Validation of Protein ligand structures

pdbe.org

Page 3: Searching and Analysing 3D Protein-ligand Structures using ...

What is the Protein Data Bank (PDB)?

pdbe.org

An archive of experimentally determined 3-dimensional structures of biological macromolecules Protein, nucleic acids, small molecules

Available to anyone for free

Page 4: Searching and Analysing 3D Protein-ligand Structures using ...

wwpdb.org

‘The PDB’ FTP Archive

Page 5: Searching and Analysing 3D Protein-ligand Structures using ...

wwPDB.org

‘The PDB’ FTP Archive

Value added data

Value added data

Value added data

Value added data

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PDB growth over time

wwpdb.org

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X-ray EM NMR

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Methods of solving the structures

wwpdb.org

10% NMR Spectroscopy

1% Electron microscopy

88% X-ray crystallography

Page 8: Searching and Analysing 3D Protein-ligand Structures using ...

What is PDB?

PDBe tools and services

Searching PDBe – A case study

Validation of Protein ligand structures

Page 9: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe tools and services

pdbe.org

Page 10: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe tools and services

pdbe.org

Page 11: Searching and Analysing 3D Protein-ligand Structures using ...

Search bar

PDBe tools and services

pdbe.org

Page 12: Searching and Analysing 3D Protein-ligand Structures using ...

Latest PDB statistics

pdbe.org

Page 13: Searching and Analysing 3D Protein-ligand Structures using ...

Latest PDB statistics

pdbe.org

Page 14: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe tools and services

pdbe.org

Page 15: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe tools and services

pdbe.org

Page 16: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe tools and services - PDBeChem

pdbe.org/chem

Page 17: Searching and Analysing 3D Protein-ligand Structures using ...

Chemical component dictionary

pdbe.org/chem

• Contains over 26,329 unique chemical components (amino acids/nucleotides, small molecule ligands, solvents..)

• For each unique chemical component:

• Unique 3 letter code

• Name, systematic & synonym

• Chemical formula

• SMILES, InChI…

• Stereo configuration of atoms and bonds in cases of stereo-isomers (R/S – E/Z)

• Ideal and representative 3D coordinates

AMODIAQUINE

CQA

Page 18: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe tools and services - PDBeChem

pdbe.org/chem

Page 19: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe tools and services - PDBeChem

pdbe.org/chem

Page 20: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe tools and services - PDBeChem

pdbe.org/chem

Page 21: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe tools and services - PDBeChem

pdbe.org/chem

Page 22: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe tools and services - PDBeChem

pdbe.org/chem

Page 23: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe tools and services - PDBeChem

pdbe.org/chem

Page 24: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe tools and services - PDBeChem

pdbe.org/chem

Page 25: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe tools and services - PDBeChem

pdbe.org/chem

Page 26: Searching and Analysing 3D Protein-ligand Structures using ...

Accessing chemistry related information using REST-API

What hetcode present in entry

Information about hetcode

Functional annotation, and

mapping

pdbe.org

Page 27: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe REST-API

https://www.youtube.com/AUcTgIBdGj8

API also makes it possible to access structure-related information in

manageable data blocks

Designed to provide programmatic access to all information in the PDBe

database

For easy access, the API contains separate modules

pdbe.org/api

Page 28: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe REST-API

https://www.youtube.com/AUcTgIBdGj8

Page 29: Searching and Analysing 3D Protein-ligand Structures using ...

Other popular PDBe services

• PDBeFold

comparison and 3D alignment of protein structures

examination of a protein structure for structure based similarity with the

whole PDB

pdbe.org/fold

Page 30: Searching and Analysing 3D Protein-ligand Structures using ...

Other popular PDBe services

• PDBePISA

Tool to investigate formation of macromolecular interfaces and stability

Retrieve pre-calculated results for the whole PDB archive.

pdbe.org/pisa

Page 31: Searching and Analysing 3D Protein-ligand Structures using ...

SIFTS

pdbe.org/sifts

Page 32: Searching and Analysing 3D Protein-ligand Structures using ...

What is PDB?

PDBe tools and services

Searching PDBe – A case study

Validation of Protein ligand structures

pdbe.org

Page 33: Searching and Analysing 3D Protein-ligand Structures using ...

Searching the PDB made simple

At PDBe we’ve implemented:

• Auto-complete suggestions

• Facets to narrow down search results

• Quality presented on search results

• Four views of results

• Moving away from entry-centricity

pdbe.org

Page 34: Searching and Analysing 3D Protein-ligand Structures using ...

Searching PDBe

pdbe.org

Page 35: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe search bar

https://www.youtube.com/watch?v=V4bxxbqcaLU

pdbe.org

Page 36: Searching and Analysing 3D Protein-ligand Structures using ...

Searching PDBe

pdbe.org

Page 37: Searching and Analysing 3D Protein-ligand Structures using ...

Searching PDBe – facets provide more filtering criteria

pdbe.org

Page 38: Searching and Analysing 3D Protein-ligand Structures using ...

Searching PDBe – facets provide more filtering criteria

pdbe.org

Page 39: Searching and Analysing 3D Protein-ligand Structures using ...

Searching PDBe – sorting options

pdbe.org

Page 40: Searching and Analysing 3D Protein-ligand Structures using ...

Entry page

pdbe.org/4plz

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Entry page

pdbe.org/4plz

Page 42: Searching and Analysing 3D Protein-ligand Structures using ...

pdbe.org/4plz

Entry page

Page 43: Searching and Analysing 3D Protein-ligand Structures using ...

pdbe.org/4plz

Entry page

Page 44: Searching and Analysing 3D Protein-ligand Structures using ...

Entry page

pdbe.org/4plz

Page 45: Searching and Analysing 3D Protein-ligand Structures using ...

Entry page

pdbe.org/4plz

Page 46: Searching and Analysing 3D Protein-ligand Structures using ...

Entry page – Different download options

pdbe.org/4plz

Page 47: Searching and Analysing 3D Protein-ligand Structures using ...

Entry page – Different download options

pdbe.org/4plz

Page 48: Searching and Analysing 3D Protein-ligand Structures using ...

Entry page – Visualization option

pdbe.org/4plz

Page 49: Searching and Analysing 3D Protein-ligand Structures using ...

3D visualization – Litemol viewer, interactive web-based visualization

https://www.youtube.com/watch?v=JMeXDIbssdQ

pdbe.org/4plz

Page 50: Searching and Analysing 3D Protein-ligand Structures using ...

3D visualization – Litemol viewer, interactive web-based visualization

pdbe.org/4plz

Page 51: Searching and Analysing 3D Protein-ligand Structures using ...

Features in Litemol

Green and red map shows extra or missing atoms

Shows 3D-SNFG representation of sugars

Options to show domain annotation pfam Interpro Cath

Page 52: Searching and Analysing 3D Protein-ligand Structures using ...

Entry images – Unique molecule, By annotation, By domain

pdbe.org/4plz

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Ligand and environment

Litemol viewer – shows ligand with density Ligplot – shows environment

pdbe.org

Page 54: Searching and Analysing 3D Protein-ligand Structures using ...

Ligand and environment

pdbe.org

Page 55: Searching and Analysing 3D Protein-ligand Structures using ...

Ligand and environment

pdbe.org

Page 56: Searching and Analysing 3D Protein-ligand Structures using ...

Ligand and environment

pdbe.org

Page 57: Searching and Analysing 3D Protein-ligand Structures using ...

Functional annotation of ligand – Cofactor

Not an inherent property of ligand

Entry specific

Other biological information defines

function

pdbe.org

Page 58: Searching and Analysing 3D Protein-ligand Structures using ...

Searching PDB programmatically

Resolution distribution

R-Free distribution

pdbe.org

https://github.com/PDBeurope/pdbe-api-training

Page 59: Searching and Analysing 3D Protein-ligand Structures using ...

Searching PDB programmatically

Mol wt distribution of all hetcodes

Mol wt distribution of hetcodes between mol. Wt. 100-500

pdbe.org

https://github.com/PDBeurope/pdbe-api-training

Page 60: Searching and Analysing 3D Protein-ligand Structures using ...

About WWPDB and PDBe

PDBe web services

Searching PDBe – A case study

Validation of Protein ligand structures

pdbe.org

Page 61: Searching and Analysing 3D Protein-ligand Structures using ...

Validating protein ligand structures

Error in model building

Geometric outliers

Density fit

pdbe.org

Page 62: Searching and Analysing 3D Protein-ligand Structures using ...

Validating protein ligand structures

Clashes

Badly built residue

pdbe.org

Error in model building

Page 63: Searching and Analysing 3D Protein-ligand Structures using ...

Validating protein ligand structures Geometric outliers

Ramachandra plot

pdbe.org

Page 64: Searching and Analysing 3D Protein-ligand Structures using ...

Validating protein ligand structures

Fit to density

pdbe.org

Page 65: Searching and Analysing 3D Protein-ligand Structures using ...

Validating protein ligand structures

Fit to density

pdbe.org

Page 66: Searching and Analysing 3D Protein-ligand Structures using ...

Validating protein ligand structures

How to find and get this information for an entry?

From PDBe web pages

From validation report

By visualizing entry

Programmatically

pdbe.org

Page 67: Searching and Analysing 3D Protein-ligand Structures using ...

Validating protein ligand structures

From PDBe web pages

pdbe.org

Page 68: Searching and Analysing 3D Protein-ligand Structures using ...

Validating protein ligand structures

pdbe.org

How well does the model back-predict the data?

Atoms bumping into each other

Surprising bond angles

Atoms not in electron density

Page 69: Searching and Analysing 3D Protein-ligand Structures using ...

Validating protein ligand structures From validation report

Overall quality at a glance

Red bar on top shows residue with poor fit to density

pdbe.org

Page 70: Searching and Analysing 3D Protein-ligand Structures using ...

Validating protein ligand structures From validation report

Ligand information in overall quality at a glance section

Ligand with chirality error

pdbe.org

Page 71: Searching and Analysing 3D Protein-ligand Structures using ...

Validating protein ligand structures By visualizing entry

Viewing in litemol

pdbe.org

Page 72: Searching and Analysing 3D Protein-ligand Structures using ...

Validating protein ligand structures By visualizing entry

Viewing ligand in ligand and environment page

It is possible to access this data also programmatically, by using PDBe aPI,

pdbe.org

Page 73: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe resources

Tutorials and documentations in PDBe training page

pdbe.org/training

PDBe you tube channel –

https://www.youtube.com/results?search_query=pdbe

More PDBe tutorials at EMBL-EBI train online

pdbe.org

Page 74: Searching and Analysing 3D Protein-ligand Structures using ...

PDBe.org proteindatabank

@PDBeurope

[email protected]

Thanks!