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Spencer Bliven 
September 24-26, 2014 
28th Rhine-Knee Regional Meeting on Biocrystallography
Hemoglobin 
[PDB:4HHB] 
C2 
Rhinovirus 2 
[3DPR] 
Icosahedral 
GTP 
Cyclohydrolase I 
[1A8R] 
D5 
AmtB Ammonia 
Channel 
[1U7G] 
C3 
1
Ferredoxin-like 
[SCOP:d2j5aa1] 
C2 
Beta-Propeller 
[SCOP:d1u6dx_] 
C6 
Beta-trefoil 
[3JUT] 
C3 
TIM barrel 
[1TIM] 
C8 
Key: Crystallographic/NCS axis Pseudosymmetry axis 
2
 Function 
 Allosteric regulation/cooperativity 
 Bind ligands symmetrically (e.g. 
metals, palindromic DNA, channels) 
Monod, J., Wyman, J., & Changeux, J.-P. (1965). J Mol Biol, 12, 88–118. 
Hemoglobin 
[4HHB] 
TATA Binding Protein 
3 
[1TGH]
 Function 
 Allosteric regulation/cooperativity 
 Bind ligands symmetrically (e.g. 
metals, palindromic DNA, channels) 
 Folding 
 Prevent infinite assembly 
 Subunits fold quasi-independently 
TATA Binding Protein 
[1TGH] 
Monod, J., Wyman, J., & Changeux, J.-P. (1965). J Mol Biol, 12, 88–118. 
Wolynes, P. G. (1996). PNAS, 93(25), 14249–14255. 
4 
Hemoglobin 
[4HHB]
 Evolution 
 Identify duplications & fusions 
 Many examples of homologous quaternary 
symmetric/internally symmetric proteins 
 Tradeoff between monomer & oligomer 
Lee and Blaber. PNAS (2011) vol. 108 (1) pp. 126-30 
5 
3OL0 3O49
E. Coli DNA polymerase III beta subunit 
 2 chains (C2 crystal axis) 
Human proliferating cell nuclear 
antigen 
 3 chains (C3 crystal axis) 
1MMI 
1VYM 
6
E. Coli DNA polymerase III beta subunit 
 2 chains 
 6 domains (pseudo C6) 
Human proliferating cell nuclear 
antigen 
 3 chains 
 6 domains (pseudo C6) 
1MMI 
1VYM 
7
 2-3 chains 
 6 domains 
 12 structural repeats (pseudo D6) 
Ancient 12-mer? 
Ancient 6-mer 
Eukaryotic/Archaeal/V Bacterial Dimer 
iral Trimer 
Kelman, Z., & O'Donnell, M. (1995). Nucleic Acids Research, 23(18), 3613–3620. 
Neuwald, A. F., & Poleksic, A. (2000). Nucleic Acids Research, 28(18), 3570–3580. 
8
Glyoxalase I from 
Clostridium 
acetobutylicum [3HDP] 
(Nickel; Dimer) 
Glyoxalase I from E. 
coli [1F9Z] 
(Nickel; Dimer) 
1,2-dihydroxy-naphthalene 
dioxygenase from 
Pseudomonas sp. strain 
C18 [2EHZ] 
(Iron; Octamer) 
9
10 
Glyoxalase I from 
Clostridium 
acetobutylicum [3HDP] 
(Nickel; Dimer) 
Glyoxalase I from E. 
coli [1F9Z] 
(Nickel; Dimer) 
1,2-dihydroxy-naphthalene 
dioxygenase from 
Pseudomonas sp. strain 
C18 [2EHZ] 
(Iron; Octamer)
 1007 structures from 
SCOP superfamilies 
 Manually curated 
 Excludes small proteins 
(<4 SSEs) 
 24% of superfamilies 
have internal symmetry 
or large structural 
repeats 
Order Superfamilies % 
Asymmetric 766 76.10% 
Rotational 
2 166 16.5% 
3 10 1.0% 
4 2 0.2% 
5 3 0.3% 
6 9 0.9% 
7 9 0.9% 
8 21 2.1% 
Dihedral 
2 2 0.2% 
4 1 0.1% 
Helical 
2 9 0.9% 
3 2 0.2% 
Non-integral 2 0.2% 
Superhelical 2 0.2% 
Translational 3 0.3% 
11
 Extends Combinatorial Extension 
(CE) algorithm for structural 
alignment 
 Web server: 
source.rcsb.org/jfatcatserver/sym 
metry.jsp 
 Download & Source code: 
github.com/rcsb/symmetry (LGPL) 
 Myers-Turnbull, D., Bliven, S. E., Rose, P. 
W., Aziz, Z. K., Youkharibache, P., Bourne, 
P. E., & Prlić, A. (2014). Systematic 
Detection of Internal Symmetry in 
Proteins Using CE-Symm. Journal of 
Molecular Biology, 426(11), 2255–2268. 
12
 PTS sorbitol transporter subunit IIA 
 Novel fold 
 Solved by the Protein Structure Initiative 
 Structural alignment reveals a conserved sequence motif 
between halves 
2F9H 
13
 24% of domains have internal symmetry 
 Symmetry gives clues about duplication events 
 Symmetry is deeply tied to protein function 
 CE-Symm can accurately detect internal symmetry 
SCOP:d1su3a2 d1pt2a_ d1c5ka1 d1k3ia3 d1h9ya2 
14
 Paul Scherrer Institute 
 Guido Capitani 
 Kumaran Baskaran 
 Jose Duarte 
 Joseph Somody 
 UC San Diego/RCSB 
 Douglas Myers-Turnbull 
 Andreas Prlić 
 Peter Rose 
 Zaid Aziz 
 RCSB & Bourne Lab members 
 NIH 
 Philip Bourne 
 Philippe Youkharibache 
 David Landsman 
Resources: 
 source.rcsb.org/jfatcatserver/sym 
metry.jsp 
 github.com/rcsb/symmetry 
 www.slideshare.net/sbliven 
Funding: NSF, NIH, DOE, Open 
Science Grid 
15
 racemases and epimerases are enriched 
17
18
120° 120° 
Fibroblast Growth 
Factor [3JUT] 
Myers-Turnbull, D., Bliven, S. E., Rose, P. W., Aziz, Z. K., Youkharibache, P., Bourne, P. 
E., & Prlić, A. (2014). Journal of Molecular Biology, 426(11), 2255–2268. 
19
120° 120° 
Fibroblast Growth 
Factor [3JUT] 
Myers-Turnbull, D., Bliven, S. E., Rose, P. W., Aziz, Z. K., Youkharibache, P., Bourne, P. 
E., & Prlić, A. (2014). Journal of Molecular Biology, 426(11), 2255–2268. 
20
 AUC = .95 
 86% True Positive 
Rate 
 3.3% False Positive 
Rate 
SymD: 
Kim, C., Basner, J., & Lee, B. (2010). BMC 
Bioinformatics, 11, 303. 
21
 All domains from SCOPe 2.03 
 Interactive results: 
source.rcsb.org/jfatcatserver/scopResults.jsp 
 Underestimate based on conservative thresholds 
SCOP Class Superfamilies % Symmetric 
α 507 18.5% 
β 354 24.6% 
α/β 244 16.8% 
α+β 551 14.3% 
Multi-domain 66 4.5% 
Membrane 109 23.8% 
Overall 1831 18.0% 
22
23 
BtuF [1N4A] 
BtuF 
BtuC 
BtuD 
Vitamin B12 transporter BtuCD–F from E. coli [4FI3]
This work is licensed under a 
Creative Commons Attribution-ShareAlike 3.0 Unported License. 
24

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Systematic detection of internal symmetry in proteins - Rheinknie Regiomeeting 2014

  • 1. Spencer Bliven September 24-26, 2014 28th Rhine-Knee Regional Meeting on Biocrystallography
  • 2. Hemoglobin [PDB:4HHB] C2 Rhinovirus 2 [3DPR] Icosahedral GTP Cyclohydrolase I [1A8R] D5 AmtB Ammonia Channel [1U7G] C3 1
  • 3. Ferredoxin-like [SCOP:d2j5aa1] C2 Beta-Propeller [SCOP:d1u6dx_] C6 Beta-trefoil [3JUT] C3 TIM barrel [1TIM] C8 Key: Crystallographic/NCS axis Pseudosymmetry axis 2
  • 4.  Function  Allosteric regulation/cooperativity  Bind ligands symmetrically (e.g. metals, palindromic DNA, channels) Monod, J., Wyman, J., & Changeux, J.-P. (1965). J Mol Biol, 12, 88–118. Hemoglobin [4HHB] TATA Binding Protein 3 [1TGH]
  • 5.  Function  Allosteric regulation/cooperativity  Bind ligands symmetrically (e.g. metals, palindromic DNA, channels)  Folding  Prevent infinite assembly  Subunits fold quasi-independently TATA Binding Protein [1TGH] Monod, J., Wyman, J., & Changeux, J.-P. (1965). J Mol Biol, 12, 88–118. Wolynes, P. G. (1996). PNAS, 93(25), 14249–14255. 4 Hemoglobin [4HHB]
  • 6.  Evolution  Identify duplications & fusions  Many examples of homologous quaternary symmetric/internally symmetric proteins  Tradeoff between monomer & oligomer Lee and Blaber. PNAS (2011) vol. 108 (1) pp. 126-30 5 3OL0 3O49
  • 7. E. Coli DNA polymerase III beta subunit  2 chains (C2 crystal axis) Human proliferating cell nuclear antigen  3 chains (C3 crystal axis) 1MMI 1VYM 6
  • 8. E. Coli DNA polymerase III beta subunit  2 chains  6 domains (pseudo C6) Human proliferating cell nuclear antigen  3 chains  6 domains (pseudo C6) 1MMI 1VYM 7
  • 9.  2-3 chains  6 domains  12 structural repeats (pseudo D6) Ancient 12-mer? Ancient 6-mer Eukaryotic/Archaeal/V Bacterial Dimer iral Trimer Kelman, Z., & O'Donnell, M. (1995). Nucleic Acids Research, 23(18), 3613–3620. Neuwald, A. F., & Poleksic, A. (2000). Nucleic Acids Research, 28(18), 3570–3580. 8
  • 10. Glyoxalase I from Clostridium acetobutylicum [3HDP] (Nickel; Dimer) Glyoxalase I from E. coli [1F9Z] (Nickel; Dimer) 1,2-dihydroxy-naphthalene dioxygenase from Pseudomonas sp. strain C18 [2EHZ] (Iron; Octamer) 9
  • 11. 10 Glyoxalase I from Clostridium acetobutylicum [3HDP] (Nickel; Dimer) Glyoxalase I from E. coli [1F9Z] (Nickel; Dimer) 1,2-dihydroxy-naphthalene dioxygenase from Pseudomonas sp. strain C18 [2EHZ] (Iron; Octamer)
  • 12.  1007 structures from SCOP superfamilies  Manually curated  Excludes small proteins (<4 SSEs)  24% of superfamilies have internal symmetry or large structural repeats Order Superfamilies % Asymmetric 766 76.10% Rotational 2 166 16.5% 3 10 1.0% 4 2 0.2% 5 3 0.3% 6 9 0.9% 7 9 0.9% 8 21 2.1% Dihedral 2 2 0.2% 4 1 0.1% Helical 2 9 0.9% 3 2 0.2% Non-integral 2 0.2% Superhelical 2 0.2% Translational 3 0.3% 11
  • 13.  Extends Combinatorial Extension (CE) algorithm for structural alignment  Web server: source.rcsb.org/jfatcatserver/sym metry.jsp  Download & Source code: github.com/rcsb/symmetry (LGPL)  Myers-Turnbull, D., Bliven, S. E., Rose, P. W., Aziz, Z. K., Youkharibache, P., Bourne, P. E., & Prlić, A. (2014). Systematic Detection of Internal Symmetry in Proteins Using CE-Symm. Journal of Molecular Biology, 426(11), 2255–2268. 12
  • 14.  PTS sorbitol transporter subunit IIA  Novel fold  Solved by the Protein Structure Initiative  Structural alignment reveals a conserved sequence motif between halves 2F9H 13
  • 15.  24% of domains have internal symmetry  Symmetry gives clues about duplication events  Symmetry is deeply tied to protein function  CE-Symm can accurately detect internal symmetry SCOP:d1su3a2 d1pt2a_ d1c5ka1 d1k3ia3 d1h9ya2 14
  • 16.  Paul Scherrer Institute  Guido Capitani  Kumaran Baskaran  Jose Duarte  Joseph Somody  UC San Diego/RCSB  Douglas Myers-Turnbull  Andreas Prlić  Peter Rose  Zaid Aziz  RCSB & Bourne Lab members  NIH  Philip Bourne  Philippe Youkharibache  David Landsman Resources:  source.rcsb.org/jfatcatserver/sym metry.jsp  github.com/rcsb/symmetry  www.slideshare.net/sbliven Funding: NSF, NIH, DOE, Open Science Grid 15
  • 17.
  • 18.  racemases and epimerases are enriched 17
  • 19. 18
  • 20. 120° 120° Fibroblast Growth Factor [3JUT] Myers-Turnbull, D., Bliven, S. E., Rose, P. W., Aziz, Z. K., Youkharibache, P., Bourne, P. E., & Prlić, A. (2014). Journal of Molecular Biology, 426(11), 2255–2268. 19
  • 21. 120° 120° Fibroblast Growth Factor [3JUT] Myers-Turnbull, D., Bliven, S. E., Rose, P. W., Aziz, Z. K., Youkharibache, P., Bourne, P. E., & Prlić, A. (2014). Journal of Molecular Biology, 426(11), 2255–2268. 20
  • 22.  AUC = .95  86% True Positive Rate  3.3% False Positive Rate SymD: Kim, C., Basner, J., & Lee, B. (2010). BMC Bioinformatics, 11, 303. 21
  • 23.  All domains from SCOPe 2.03  Interactive results: source.rcsb.org/jfatcatserver/scopResults.jsp  Underestimate based on conservative thresholds SCOP Class Superfamilies % Symmetric α 507 18.5% β 354 24.6% α/β 244 16.8% α+β 551 14.3% Multi-domain 66 4.5% Membrane 109 23.8% Overall 1831 18.0% 22
  • 24. 23 BtuF [1N4A] BtuF BtuC BtuD Vitamin B12 transporter BtuCD–F from E. coli [4FI3]
  • 25. This work is licensed under a Creative Commons Attribution-ShareAlike 3.0 Unported License. 24

Editor's Notes

  1. Only consider symmetry present in the biological assembly Hemoglobin chains are 44% id (60% sim)
  2. 63% of symmetric domains have the ligand within 5Å of the axis of symmetry, 37% within 1Å
  3. 63% of symmetric domains have the ligand within 5Å of the axis of symmetry, 37% within 1Å
  4. 63% of symmetric domains have the ligand within 5Å of the axis of symmetry, 37% within 1Å
  5. Bacterial DNA Clamps are dimeric; archaic, eurkaryotic, and viral are trimeric Processivity Fold
  6. Bacterial DNA Clamps are dimeric; archaic, eurkaryotic, and viral are trimeric Processivity Fold
  7. Bacterial DNA Clamps are dimeric; archaic, eurkaryotic, and viral are trimeric Processivity Fold
  8. Both glyoxalase in same superfamily (d.32.1, glyoxalase), different families GTP regulator solved at JCSG. ORFan sequence, in the rare Mog1p fold (d.107.1) See also Bergdoll, M., Eltis, L. D., Cameron, A. D., Dumas, P., & Bolin, J. T. (1998). All in the family: structural and evolutionary relationships among three modular proteins with diverse functions and variable assembly. Protein Science : a Publication of the Protein Society, 7(8), 1661–1670. doi:10.1002/pro.5560070801
  9. Both glyoxalase in same superfamily (d.32.1, glyoxalase), different families GTP regulator solved at JCSG. ORFan sequence, in the rare Mog1p fold (d.107.1) See also Bergdoll, M., Eltis, L. D., Cameron, A. D., Dumas, P., & Bolin, J. T. (1998). All in the family: structural and evolutionary relationships among three modular proteins with diverse functions and variable assembly. Protein Science : a Publication of the Protein Society, 7(8), 1661–1670. doi:10.1002/pro.5560070801
  10. Deposited 2005
  11. Note that Multi-domain proteins were excluded from the table. 4.5% of the 66 multi-domain superfamilies are symmetric.