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EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies in crystalline state (PISA software) Eugene Krissinel Macromolecular Structure Database [email protected]

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Page 1: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

EBI is an Outstation of the European Molecular Biology Laboratory.

Assessment ofmacromolecular interactions

and identification ofmacromolecular assemblies

in crystalline state

(PISA software)

Eugene KrissinelMacromolecular Structure Database

[email protected]

Page 2: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

www.pdb.org

www.pdbj.org

www.ebi.ac.uk/msd

http://www.ebi.ac.uk/msd

Page 3: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Macromolecular Assemblies

Complexes of protein, DNA/RNA chains and ligands, stable in native environment

The way the chains assemble represents the [Protein] Quaternary Structure (PQS)

Macromolecular assemblies are often the Biological Units, performing a certain biochemical function

Biological and biochemical significance of macromolecular assemblies is truly immense

Page 4: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Biological Unit Example: Hemoglobin

• Iron-containing oxygen-transport tetrameric protein complex

• Oxygen gets bound to Fe+2 in heme ligand

• Binding and release of ligands induces structural changes

PDB code: 1a00

Page 5: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Biological Units are Hard to Study

Light / Neutron / X-ray / Small angle scatterings: mainly composition and multimeric state may be found. 3D shape may be guessed from mobility measurements.

Very few quaternary structures have been identified experimentally.

Electron microscopy: not a fantastic resolution and not applicable to all objects

NMR is not good for big chains, even less so for protein assemblies.

Page 6: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Asymmetric Unit vs. Biological Unit

Crystal = translated Unit Cells

More than 80% of macromolecular structures are solved by means of X-ray diffraction on crystals.

It is reasonable to expect that Biological Units make construction blocks for the crystal.

An X-ray diffraction experiment produces atomic coordinates of the Asymmetric Unit, which is stored as a PDB file.

In general, neither Asymmetric Unit nor Unit Cell has any direct relation to Biological Unit. Biological Unit may be made of

Unit Cell = all space symmetry group mates of ASU

PDB file (ASU)

• a single ASU• part of ASU

• several ASU• several ASU parts

Biological Unit

Page 7: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

PDB entries and Biological Units

PDB entry 1P30A monomer?

Biological unit 1P30Homotrimer!

Page 8: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

PDB entries and Biological Units

PDB entry 2TBVA trimer?

Biological Unit 2TBV180-mer!

Page 9: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

PDB entries and Biological Units

PDB entry 1E94????????

2 Biological Units in 1E94:

A dodecamer and a hexamer!

Page 10: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Protein Crystallography in Simple Words

?no image or bad image

2

crystallisation

3

in crystal

? ?good image but no

associations

in vivo

1

Page 11: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Significant interfaces?

PQS server @ EBI (Kim Henrick) Trends in Biochem. Sci. (1998) 23, 358 PITA server @ EBI (Hannes Ponstingl) J. Appl. Cryst. (2003) 36, 1116

Page 12: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Significant interfaces or artefacts?

“No single parameter absolutely differentiates the interfaces from all other surface

patches”

Jones, S. & Thornton, J.M. (1996) Principles of protein-protein interactions, Proc. Natl. Acad. Sci. USA, 93, 13-20.

Formation of N>2 -meric complexes is most probably a corporate process involving a set of interfaces. Therefore significance of an interface should not be detached from the context of protein complex

“…the type of complexes need to be taken into account when characterizing interfaces between them.”

Jones, S. & Thornton, J.M., ibid.

Page 13: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Is there a Measure of Significance?

Page 14: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Chemistry’s say

It is not so much properties of individual interfaces but rather chemical stability of protein complex in general that really matters

Protein chains will most likely associate into largest complexes that are still stable

A protein complex is stable if its free Gibbs energy of dissociation is positive:

0int0 STGGdiss

RTG

ni i

ddiss

A

AK

0

exp

Page 15: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Detection of Biological Units in Crystals

1. Enumerate all possible assemblies in crystal, subject to crystal structure: space symmetry group, geometry and composition of the Asymmetric Unit (Graph Theory used)

2. Evaluate assemblies for chemical stability

3. Leave only stable assemblies in the list and range them by chances to be a Biological Unit :

• Larger assemblies take preference• Single-assembly solutions take preference• Otherwise, assemblies with higher Gdiss take preference

Method Summary

Page 16: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Classification of protein complexes

Assembly classification on the benchmark set of 218 structures published in

Ponstingl, H., Kabir, T. and Thornton, J. (2003) Automatic inference of protein quaternary structures from crystals. J. Appl. Cryst. 36, 1116-1122.

1mer 2mer 3mer 4mer 6mer Other Sum Correct 1mer 50 4 0 1 0 0 55 91% 2mer 6 68+11 0 2+1 0 0 76+12 90% 3mer 1 0 22 0 1 0 24 92% 4mer 2 3 0 27+6 0 0 32+6 87% 6mer 0 0 0 1 10+2 0 11+2 92% Total: 198+20 90%

198+20 <=> 198 homomers and 20 heteromers

Fitted parameters:

hbE

sbE

1. Free energy of a H-bond :

2. Free energy of a salt bridge :

3. Constant entropy term :

4. Surface entropy factor : FT CT

= 0.51 kcal/mol

= 0.21 kcal/mol

= 11.7 kcal/mol

= 0.57·10-3 kcal/(mol*Å2)

Classification error in Gdiss : ± 5 kcal/mol

Page 17: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Classification of protein-DNA complexes

Assembly classification on the benchmark set of 212 protein – DNA complexes published in

Luscombe, N.M., Austin, S.E., Berman H.M. and Thornton, J.M. (2000) An overview of the structures of protein-DNA complexes. Genome Biol. 1, 1-37.

Classification error in : ± 5 kcal/mol0dissG

2mer 3mer 4mer 5mer 6mer 10mer Other Sum Correct2mer 1 0 0 0 0 0 0 1 100%3mer 6 96 0 0 1 0 2 105 91%4mer 0 2 83 0 0 0 0 85 98%5mer 0 0 2 3 0 0 0 5 60%6mer 1 0 0 0 13 0 1 15 87%

10mer 0 0 0 0 0 1 0 1 100%Total: 212 93%

Page 18: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Free energy of misclassifications

0 20 40 60 80 100

0

4

8

12

16

20

|G0diss| [kcal/mol]

Num

ber

of m

iscl

assi

ficat

ions

1q

ex

(6:3

)

1cg

2 (

4:2

) 2

he

x(1

0:1

)

1to

n (

2:1

) 1

crx

(12

:6)

1d

3u

(8

:4)

1h

cn (

4:2

)

Page 19: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Misclassification of 1QEX

Predicted: homohexamer

Dissociates into 2 trimers 106 kcal/mol0

dissG

Biolgical unit: homotrimer

Dissociates into 3 monomers 90 kcal/mol0

dissG

BACTERIOPHAGE T4 GENE PRODUCT 9 (GP9), THE TRIGGER OF TAIL CONTRACTION AND THE LONG TAIL FIBERS CONNECTOR

Page 20: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

What is 1QEX?

Rossmann M.G., Mesyanzhinov V.V., Arisaka F and Leiman P.G. (2004) The bacteriophage T4 DNA injection machine. Curr. Opinion Struct. Biol. 14:171-180.

BACTERIOPHAGE T4 GENE PRODUCT 9 (GP9), THE TRIGGER OF TAIL CONTRACTION AND THE LONG TAIL FIBERS CONNECTOR

Page 21: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

1QEX: nobody is perfect

1QEX hexamer Identified wrongly

1QEX trimer

1S2E trimerCorrect mainchain tracing

Identified correctly

Wrong mainchain tracing!

BACTERIOPHAGE T4 GENE PRODUCT 9 (GP9), THE TRIGGER OF TAIL CONTRACTION AND THE LONG TAIL FIBERS CONNECTOR

Page 22: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Misclassification of 1D3UTATA-BINDING PROTEIN / TRANSCRIPTION FACTOR

Predicted: octamer

Dissociates into 2 tetramers 20 kcal/mol

0dissG

Functional unit: tetramer

Page 23: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Misclassification of 1CRXCRE RECOMBINASE / DNA COMPLEX REACTION INTERMEDIATE

Predicted: dodecamer

Dissociates into 2 hexamers 28 kcal/mol0

dissG

Functional unit: trimer

Page 24: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Synaptic complex 1CRX

Guo F., Gopaul D.N. and van Duyne G.D. (1997)

Structure of Cre recombinase complexed with DNA in a site-specific recombination synapse.

Nature 389:40-46.

CRE RECOMBINASE / DNA COMPLEX REACTION INTERMEDIATE

Page 25: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Misclassification of 1TONTONIN

Predicted: dimer

Dissociates at 37 kcal/mol0

dissG

Biological unit: monomer

Apparent dimerization is an artefact due to the presence of Zn+2 ions added to the buffer to aid crystallization. Removal Zn from the file results in 3 kcal/mol0

dissG

Fujinaga M., James M.N.G. (1997) Rat submaxillary gland serine protease, tonin structure solution and refinement at 1.8 Å resolution. J.Mol.Biol. 195:373-396.

Page 26: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Reasons to be imperfect

50%

50%• Crystal packing may introduce interactions that are

not engaged in native environment

• Definition of Biological Unit is based on physiological function and may be to a certain degree subjective

• Interaction artifacts are often due to the addition of binding agents in order to aid crystallization

• Theoretical models of macromolecular complexation are simplified

• Experimental data are of a limited accuracy

• No explicit account for concentrations, temperature, pH and ionic strength

Page 27: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Web-server PISA@MSD

A new MSD-EBI tool for working with Protein Interfaces, Surfaces and Assemblies

http://www.ebi.ac.uk/msd-srv/prot_int/pistart.html

Page 28: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Web-server PISA@MSD

Page 29: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Web-server PISA@MSD

Page 30: EBI is an Outstation of the European Molecular Biology Laboratory. Assessment of macromolecular interactions and identification of macromolecular assemblies

Conclusions

Chemical-thermodynamical models for protein complex stability allow one to recover biological units from protein crystallography data at 80-90% success rate

Considerable part of misclassifications is due to the difference of experimental and native environments and artificial interactions induced by crystal packing

Functional significance of protein interfaces cannot be reliably inferred only from their properties. Due to entropy contribution and entangled interactions, interface function is also subject to protein complex composition and geometry

Protein interface and assembly analysis software (PISA) is available for public use as a web-service from MSD@EBI.

Acknowledgement. This work has been supported by research grant No. 721/B19544 from the Biotechnology and Biological Sciences Research Council (BBSRC) UK.