De Novo Design of a Highly Stable Ovoid TIM Barrel: Unlocking Pocket Shape towards Functional Design
Abstract
The ability to finely control the structure of protein folds is an important prerequisite to functional protein design. The TIM barrel fold is an important target for these efforts as it is highly enriched for diverse functions in nature. Although a TIM barrel protein has been designed de novo, the ability to finely alter the curvature of the central beta barrel and the overall architecture of the fold remains elusive, limiting its utility for functional design. Here, we report the de novo design of a TIM barrel with ovoid (twofold) symmetry, drawing inspiration from natural beta and TIM barrels with ovoid curvature. We use an autoregressive backbone sampling strategy to implement our hypothesis for elongated barrel curvature, followed by an iterative enrichment sequence design protocol to obtain sequences which yield a high proportion of successfully folding designs. Designed sequences are highly stable and fold to the designed barrel curvature as determined by a 2.1 Å resolution crystal structure. The designs show robustness to drastic mutations, retaining high melting temperatures even when multiple charged residues are buried in the hydrophobic core or when the hydrophobic core is ablated to alanine. As a scaffold with a greater capacity for hosting diverse hydrogen bondingmore »
- Authors:
-
- Biophysics Program, Stanford University, Stanford, CA, USA, Department of Bioengineering, Stanford University, Stanford, CA, USA
- Program in Chemistry, Engineering, And Medicine for Human Health (ChEM-H), Stanford University, Stanford, CA, USA, Stanford ChEM-H, Macromolecular Structure Knowledge Center, Stanford University, Stanford, CA, USA
- Department of Bioengineering, Stanford University, Stanford, CA, USA
- Department of Bioengineering, Stanford University, Stanford, CA, USA, Stanford ChEM-H, Macromolecular Structure Knowledge Center, Stanford University, Stanford, CA, USA, Department of Biochemistry, Stanford University, Stanford, CA, USA
- Biophysics Program, Stanford University, Stanford, CA, USA, Department of Bioengineering, Stanford University, Stanford, CA, USA, Stanford ChEM-H, Macromolecular Structure Knowledge Center, Stanford University, Stanford, CA, USA, Bio-X Institute, Stanford University, Stanford, CA, USA
- Publication Date:
- Sponsoring Org.:
- USDOE Office of Science (SC), Basic Energy Sciences (BES)
- OSTI Identifier:
- 1909309
- Grant/Contract Number:
- AC02-76SF00515
- Resource Type:
- Published Article
- Journal Name:
- BioDesign Research
- Additional Journal Information:
- Journal Name: BioDesign Research Journal Volume: 2022; Journal ID: ISSN 2693-1257
- Publisher:
- American Association for the Advancement of Science (AAAS)
- Country of Publication:
- India
- Language:
- English
Citation Formats
Chu, Alexander E., Fernandez, Daniel, Liu, Jingjia, Eguchi, Raphael R., and Huang, Po-Ssu. De Novo Design of a Highly Stable Ovoid TIM Barrel: Unlocking Pocket Shape towards Functional Design. India: N. p., 2022.
Web. doi:10.34133/2022/9842315.
Chu, Alexander E., Fernandez, Daniel, Liu, Jingjia, Eguchi, Raphael R., & Huang, Po-Ssu. De Novo Design of a Highly Stable Ovoid TIM Barrel: Unlocking Pocket Shape towards Functional Design. India. https://doi.org/10.34133/2022/9842315
Chu, Alexander E., Fernandez, Daniel, Liu, Jingjia, Eguchi, Raphael R., and Huang, Po-Ssu. Tue .
"De Novo Design of a Highly Stable Ovoid TIM Barrel: Unlocking Pocket Shape towards Functional Design". India. https://doi.org/10.34133/2022/9842315.
@article{osti_1909309,
title = {De Novo Design of a Highly Stable Ovoid TIM Barrel: Unlocking Pocket Shape towards Functional Design},
author = {Chu, Alexander E. and Fernandez, Daniel and Liu, Jingjia and Eguchi, Raphael R. and Huang, Po-Ssu},
abstractNote = {The ability to finely control the structure of protein folds is an important prerequisite to functional protein design. The TIM barrel fold is an important target for these efforts as it is highly enriched for diverse functions in nature. Although a TIM barrel protein has been designed de novo, the ability to finely alter the curvature of the central beta barrel and the overall architecture of the fold remains elusive, limiting its utility for functional design. Here, we report the de novo design of a TIM barrel with ovoid (twofold) symmetry, drawing inspiration from natural beta and TIM barrels with ovoid curvature. We use an autoregressive backbone sampling strategy to implement our hypothesis for elongated barrel curvature, followed by an iterative enrichment sequence design protocol to obtain sequences which yield a high proportion of successfully folding designs. Designed sequences are highly stable and fold to the designed barrel curvature as determined by a 2.1 Å resolution crystal structure. The designs show robustness to drastic mutations, retaining high melting temperatures even when multiple charged residues are buried in the hydrophobic core or when the hydrophobic core is ablated to alanine. As a scaffold with a greater capacity for hosting diverse hydrogen bonding networks and installation of binding pockets or active sites, the ovoid TIM barrel represents a major step towards the de novo design of functional TIM barrels.},
doi = {10.34133/2022/9842315},
journal = {BioDesign Research},
number = ,
volume = 2022,
place = {India},
year = {Tue Oct 11 00:00:00 EDT 2022},
month = {Tue Oct 11 00:00:00 EDT 2022}
}
https://doi.org/10.34133/2022/9842315
Works referenced in this record:
Extension of a
de novo
TIM barrel with a rationally designed secondary structure element
journal, March 2021
- Wiese, Jonas Gregor; Shanmugaratnam, Sooruban; Höcker, Birte
- Protein Science, Vol. 30, Issue 5
Kemp elimination catalysts by computational enzyme design
journal, March 2008
- Röthlisberger, Daniela; Khersonsky, Olga; Wollacott, Andrew M.
- Nature, Vol. 453, Issue 7192, p. 190-195
Evolution, folding, and design of TIM barrels and related proteins
journal, June 2021
- Romero-Romero, Sergio; Kordes, Sina; Michel, Florian
- Current Opinion in Structural Biology, Vol. 68
RosettaHoles: Rapid assessment of protein core packing for structure prediction, refinement, design and validation
journal, January 2008
- Sheffler, Will; Baker, David
- Protein Science
Elicitation of Potent Neutralizing Antibody Responses by Designed Protein Nanoparticle Vaccines for SARS-CoV-2
journal, November 2020
- Walls, Alexandra C.; Fiala, Brooke; Schäfer, Alexandra
- Cell, Vol. 183, Issue 5
The coming of age of de novo protein design
journal, September 2016
- Huang, Po-Ssu; Boyken, Scott E.; Baker, David
- Nature, Vol. 537, Issue 7620
Charges in the hydrophobic interior of proteins
journal, August 2010
- Isom, D. G.; Castaneda, C. A.; Cannon, B. R.
- Proceedings of the National Academy of Sciences, Vol. 107, Issue 37
Design, structure and stability of a hyperthermophilic protein variant
journal, June 1998
- Malakauskas, Sandra M.; Mayo, Stephen L.
- Nature Structural Biology, Vol. 5, Issue 6
Automated selection of stabilizing mutations in designed and natural proteins
journal, January 2012
- Borgo, B.; Havranek, J. J.
- Proceedings of the National Academy of Sciences, Vol. 109, Issue 5
De novo design of a four-fold symmetric TIM-barrel protein with atomic-level accuracy
journal, November 2015
- Huang, Po-Ssu; Feldmeier, Kaspar; Parmeggiani, Fabio
- Nature Chemical Biology, Vol. 12, Issue 1
Structural principles of α/β barrel proteins: The packing of the interior of the sheet
journal, January 1989
- Lesk, Arthur M.; Brändén, Carl-Ivar; Chothia, Cyrus
- Proteins: Structure, Function, and Genetics, Vol. 5, Issue 2
Closed Loops of TIM Barrel Protein Fold
journal, June 2005
- Frenkel, Zakhar M.; Trifonov, Edward N.
- Journal of Biomolecular Structure and Dynamics, Vol. 22, Issue 6
Macromolecular structure determination using X-rays, neutrons and electrons: recent developments in Phenix
journal, October 2019
- Liebschner, Dorothee; Afonine, Pavel V.; Baker, Matthew L.
- Acta Crystallographica Section D Structural Biology, Vol. 75, Issue 10
Tight and specific lanthanide binding in a de novo TIM barrel with a large internal cavity designed by symmetric domain fusion
journal, November 2020
- Caldwell, Shane J.; Haydon, Ian C.; Piperidou, Nikoletta
- Proceedings of the National Academy of Sciences, Vol. 117, Issue 48
De novo protein design enables the precise induction of RSV-neutralizing antibodies
journal, May 2020
- Sesterhenn, Fabian; Yang, Che; Bonet, Jaume
- Science, Vol. 368, Issue 6492
Structural Reorganization Triggered by Charging of Lys Residues in the Hydrophobic Interior of a Protein
journal, June 2012
- Chimenti, Michael S.; Khangulov, Victor S.; Robinson, Aaron C.
- Structure, Vol. 20, Issue 6
XDS
journal, January 2010
- Kabsch, Wolfgang
- Acta Crystallographica Section D Biological Crystallography, Vol. 66, Issue 2
Global analysis of protein folding using massively parallel design, synthesis, and testing
journal, July 2017
- Rocklin, Gabriel J.; Chidyausiku, Tamuka M.; Goreshnik, Inna
- Science, Vol. 357, Issue 6347
Exploring folding free energy landscapes using computational protein design
journal, February 2004
- Kuhlman, Brian; Baker, David
- Current Opinion in Structural Biology, Vol. 14, Issue 1
Protein Structure Prediction Using Rosetta
book, January 2004
- Rohl, Carol A.; Strauss, Charlie E. M.; Misura, Kira M. S.
- Methods in Enzymology
Principles of Protein Stability and Their Application in Computational Design
journal, June 2018
- Goldenzweig, Adi; Fleishman, Sarel J.
- Annual Review of Biochemistry, Vol. 87, Issue 1
ProteinTools: a toolkit to analyze protein structures
journal, May 2021
- Ferruz, Noelia; Schmidt, Steffen; Höcker, Birte
- Nucleic Acids Research, Vol. 49, Issue W1
Robust folding of a de novo designed ideal protein even with most of the core mutated to valine
journal, November 2020
- Koga, Rie; Yamamoto, Mami; Kosugi, Takahiro
- Proceedings of the National Academy of Sciences, Vol. 117, Issue 49
Structural and thermodynamic consequences of burial of an artificial ion pair in the hydrophobic interior of a protein
journal, July 2014
- Robinson, Aaron C.; Castañeda, Carlos A.; Schlessman, Jamie L.
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 32
The TIM-barrel fold: a versatile framework for efficient enzymes
journal, March 2001
- Wierenga, R. K.
- FEBS Letters, Vol. 492, Issue 3
Structure prediction for CASP8 with all-atom refinement using Rosetta
journal, January 2009
- Raman, Srivatsan; Vernon, Robert; Thompson, James
- Proteins: Structure, Function, and Bioinformatics, Vol. 77, Issue S9
Highly active enzymes by automated combinatorial backbone assembly and sequence design
journal, July 2018
- Lapidoth, Gideon; Khersonsky, Olga; Lipsh, Rosalie
- Nature Communications, Vol. 9, Issue 1
Programmable design of orthogonal protein heterodimers
journal, December 2018
- Chen, Zibo; Boyken, Scott E.; Jia, Mengxuan
- Nature, Vol. 565, Issue 7737
Reflections on the catalytic power of a TIM-barrel
journal, December 2014
- Richard, John P.; Zhai, Xiang; Malabanan, M. Merced
- Bioorganic Chemistry, Vol. 57
Features and development of Coot
journal, March 2010
- Emsley, P.; Lohkamp, B.; Scott, W. G.
- Acta Crystallographica Section D Biological Crystallography, Vol. 66, Issue 4
Role of Hydrophobic Clusters and Long-Range Contact Networks in the Folding of (α/β)8 Barrel Proteins
journal, March 2003
- Selvaraj, S.; Michael Gromiha, M.
- Biophysical Journal, Vol. 84, Issue 3
The Stability Landscape of de novo TIM Barrels Explored by a Modular Design Approach
journal, September 2021
- Romero-Romero, Sergio; Costas, Miguel; Silva Manzano, Daniel-Adriano
- Journal of Molecular Biology, Vol. 433, Issue 18
Clusters of isoleucine, leucine, and valine side chains define cores of stability in high-energy states of globular proteins: Sequence determinants of structure and stability: BASiC Clusters-Stability Cores of Proteins
journal, December 2015
- Kathuria, Sagar V.; Chan, Yvonne H.; Nobrega, R. Paul
- Protein Science, Vol. 25, Issue 3
De novo protein design, a retrospective
journal, January 2020
- Korendovych, Ivan V.; DeGrado, William F.
- Quarterly Reviews of Biophysics, Vol. 53
An introduction to data reduction: space-group determination, scaling and intensity statistics
journal, March 2011
- Evans, Philip R.
- Acta Crystallographica Section D Biological Crystallography, Vol. 67, Issue 4
Computational Design of an Enzyme Catalyst for a Stereoselective Bimolecular Diels-Alder Reaction
journal, July 2010
- Siegel, J. B.; Zanghellini, A.; Lovick, H. M.
- Science, Vol. 329, Issue 5989
A newly introduced salt bridge cluster improves structural and biophysical properties of
de novo
TIM
barrels
journal, December 2021
- Kordes, Sina; Romero‐Romero, Sergio; Lutz, Leonie
- Protein Science, Vol. 31, Issue 2
De novo design of picomolar SARS-CoV-2 miniprotein inhibitors
journal, September 2020
- Cao, Longxing; Goreshnik, Inna; Coventry, Brian
- Science, Vol. 370, Issue 6515
RosettaHoles2: A volumetric packing measure for protein structure refinement and validation: RosettaHoles2 for Protein Structure
journal, July 2010
- Sheffler, William; Baker, David
- Protein Science, Vol. 19, Issue 10
How Protein Stability and New Functions Trade Off
journal, February 2008
- Tokuriki, Nobuhiko; Stricher, Francois; Serrano, Luis
- PLoS Computational Biology, Vol. 4, Issue 2
The Stanford Automated Mounter: pushing the limits of sample exchange at the SSRL macromolecular crystallography beamlines
journal, February 2016
- Russi, Silvia; Song, Jinhu; McPhillips, Scott E.
- Journal of Applied Crystallography, Vol. 49, Issue 2
Catalytic Versatility, Stability, and Evolution of the (βα) 8 -Barrel Enzyme Fold
journal, November 2005
- Sterner, Reinhard; Höcker, Birte
- Chemical Reviews, Vol. 105, Issue 11
Protein stability promotes evolvability
journal, March 2006
- Bloom, J. D.; Labthavikul, S. T.; Otey, C. R.
- Proceedings of the National Academy of Sciences, Vol. 103, Issue 15, p. 5869-5874
Reverse engineering the (β/α)
8
barrel fold
journal, March 2001
- Silverman, J. A.; Balakrishnan, R.; Harbury, P. B.
- Proceedings of the National Academy of Sciences, Vol. 98, Issue 6
Automated analysis of interatomic contacts in proteins
journal, April 1999
- Sobolev, V.; Sorokine, A.; Prilusky, J.
- Bioinformatics, Vol. 15, Issue 4
Barrel structures in proteins: Automatic identification and classification including a sequence analysis of TIM barrels
journal, January 1999
- Nagano, Nozomi; Gail HUTCHINSON, E.; Thornton, Janet M.
- Protein Science, Vol. 8, Issue 10
Design of buried charged networks in artificial proteins
journal, March 2021
- Baumgart, Mona; Röpke, Michael; Mühlbauer, Max E.
- Nature Communications, Vol. 12, Issue 1
Multi-scale structural analysis of proteins by deep semantic segmentation
journal, August 2019
- Eguchi, Raphael R.; Huang, Po-Ssu
- Bioinformatics, Vol. 36, Issue 6
De novo design of a fluorescence-activating β-barrel
journal, September 2018
- Dou, Jiayi; Vorobieva, Anastassia A.; Sheffler, William
- Nature, Vol. 561, Issue 7724
Probing the role of packing specificity in protein design
journal, September 1997
- Dahiyat, B. I.; Mayo, S. L.
- Proceedings of the National Academy of Sciences, Vol. 94, Issue 19