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Atomic-Resolution Prediction of Degrader-mediated Ternary Complex Structures by Combining Molecular Simulations with Hydrogen Deuterium Exchange

Tom Dixon, View ORCID ProfileDerek MacPherson, View ORCID ProfileBarmak Mostofian, View ORCID ProfileTaras Dauzhenka, View ORCID ProfileSamuel Lotz, View ORCID ProfileDwight McGee, View ORCID ProfileSharon Shechter, View ORCID ProfileUtsab R. Shrestha, View ORCID ProfileRafal Wiewiora, View ORCID ProfileZachary A. McDargh, Fen Pei, Rajat Pal, View ORCID ProfileJoão V. Ribeiro, Tanner Wilkerson, View ORCID ProfileVipin Sachdeva, View ORCID ProfileNing Gao, Shourya Jain, Samuel Sparks, View ORCID ProfileYunxing Li, View ORCID ProfileAlexander Vinitsky, View ORCID ProfileAsghar M. Razavi, View ORCID ProfileIstván Kolossváry, Jason Imbriglio, Artem Evdokimov, Louise Bergeron, View ORCID ProfileAlex Dickson, View ORCID ProfileHuafeng Xu, View ORCID ProfileWoody Sherman, View ORCID ProfileJesus A. Izaguirre
doi: https://doi.org/10.1101/2021.09.26.461830
Tom Dixon
†Department of Biochemistry and Molecular Biology, Michigan State University, USA
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Derek MacPherson
‡Roivant Discovery, New York, USA
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Barmak Mostofian
‡Roivant Discovery, New York, USA
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Taras Dauzhenka
‡Roivant Discovery, New York, USA
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Samuel Lotz
‡Roivant Discovery, New York, USA
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Dwight McGee
‡Roivant Discovery, New York, USA
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Sharon Shechter
‡Roivant Discovery, New York, USA
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Utsab R. Shrestha
‡Roivant Discovery, New York, USA
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Rafal Wiewiora
‡Roivant Discovery, New York, USA
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Zachary A. McDargh
‡Roivant Discovery, New York, USA
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Fen Pei
‡Roivant Discovery, New York, USA
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Rajat Pal
‡Roivant Discovery, New York, USA
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João V. Ribeiro
‡Roivant Discovery, New York, USA
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Tanner Wilkerson
‡Roivant Discovery, New York, USA
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Vipin Sachdeva
‡Roivant Discovery, New York, USA
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Ning Gao
‡Roivant Discovery, New York, USA
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Shourya Jain
‡Roivant Discovery, New York, USA
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Samuel Sparks
‡Roivant Discovery, New York, USA
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Yunxing Li
‡Roivant Discovery, New York, USA
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Alexander Vinitsky
‡Roivant Discovery, New York, USA
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Asghar M. Razavi
‡Roivant Discovery, New York, USA
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István Kolossváry
‡Roivant Discovery, New York, USA
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Jason Imbriglio
‡Roivant Discovery, New York, USA
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Artem Evdokimov
‡Roivant Discovery, New York, USA
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Louise Bergeron
‡Roivant Discovery, New York, USA
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Alex Dickson
†Department of Biochemistry and Molecular Biology, Michigan State University, USA
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  • For correspondence: alexrd@gr.msu.edu huafeng.xu@roivant.com woody.sherman@roivant.com jesus.izaguirre@roivant.com
Huafeng Xu
‡Roivant Discovery, New York, USA
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  • For correspondence: alexrd@gr.msu.edu huafeng.xu@roivant.com woody.sherman@roivant.com jesus.izaguirre@roivant.com
Woody Sherman
‡Roivant Discovery, New York, USA
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  • For correspondence: alexrd@gr.msu.edu huafeng.xu@roivant.com woody.sherman@roivant.com jesus.izaguirre@roivant.com
Jesus A. Izaguirre
‡Roivant Discovery, New York, USA
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  • For correspondence: alexrd@gr.msu.edu huafeng.xu@roivant.com woody.sherman@roivant.com jesus.izaguirre@roivant.com
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Abstract

Targeted protein degradation (TPD) has recently emerged as a powerful approach for removing (rather than inhibiting) proteins implicated in diseases. A key step in TPD is the formation of an induced proximity complex where a degrader molecule recruits an E3 ligase to the protein of interest (POI), facilitating the transfer of ubiquitin to the POI and initiating the proteasomal degradation process. Here, we address three critical aspects of the TPD process using atomistic simulations: 1) formation of the ternary complex induced by a degrader molecule, 2) conformational heterogeneity of the ternary complex, and 3) degradation efficiency via the full Cullin Ring Ligase (CRL) macromolecular assembly. The novel approach described here combines experimental biophysical data with molecular dynamics (MD) simulations to accurately predict ternary complex structures at atomic resolution. We integrate hydrogen-deuterium exchange mass spectrometry (HDX-MS, which measures the solvent exposure of protein residues) directly into the MD simulation algorithm to improve the efficiency and accuracy of the ternary structure predictions of the bromodomain of the cancer target SMARCA2 with the E3 ligase VHL, as mediated by three different degrader molecules. The simulations accurately reproduce X-ray crystal structures–including a new structure that we determined in this work (PDB ID: 7S4E)–with root mean square deviations (RMSD) of 1.1 to 1.6 Å. The simulations also reveal a structural ensemble of low-energy conformations of the ternary complex. Snapshots from these simulations are used as seeds for additional simulations, where we perform 5.7 milliseconds of aggregate simulation time using Folding@home, the world’s largest distributed supercomputer. The detailed free energy surface captures the crystal structure conformation within the low-energy basin and is consistent with solution-phase experimental data (HDX-MS and SAXS). Finally, we graft a structural ensemble of the ternary complexes onto the full CRL and perform enhanced sampling simulations. Our results suggest that differences in degradation efficiency may be related to the proximity distribution of lysine residues on the POI relative to the E2-loaded ubiquitin. We make source code and the simulation and experimental datasets from this work publicly available for researchers to further advance the field of induced proximity modulation.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • ↵¶ These authors contributed equally

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Atomic-Resolution Prediction of Degrader-mediated Ternary Complex Structures by Combining Molecular Simulations with Hydrogen Deuterium Exchange
Tom Dixon, Derek MacPherson, Barmak Mostofian, Taras Dauzhenka, Samuel Lotz, Dwight McGee, Sharon Shechter, Utsab R. Shrestha, Rafal Wiewiora, Zachary A. McDargh, Fen Pei, Rajat Pal, João V. Ribeiro, Tanner Wilkerson, Vipin Sachdeva, Ning Gao, Shourya Jain, Samuel Sparks, Yunxing Li, Alexander Vinitsky, Asghar M. Razavi, István Kolossváry, Jason Imbriglio, Artem Evdokimov, Louise Bergeron, Alex Dickson, Huafeng Xu, Woody Sherman, Jesus A. Izaguirre
bioRxiv 2021.09.26.461830; doi: https://doi.org/10.1101/2021.09.26.461830
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Atomic-Resolution Prediction of Degrader-mediated Ternary Complex Structures by Combining Molecular Simulations with Hydrogen Deuterium Exchange
Tom Dixon, Derek MacPherson, Barmak Mostofian, Taras Dauzhenka, Samuel Lotz, Dwight McGee, Sharon Shechter, Utsab R. Shrestha, Rafal Wiewiora, Zachary A. McDargh, Fen Pei, Rajat Pal, João V. Ribeiro, Tanner Wilkerson, Vipin Sachdeva, Ning Gao, Shourya Jain, Samuel Sparks, Yunxing Li, Alexander Vinitsky, Asghar M. Razavi, István Kolossváry, Jason Imbriglio, Artem Evdokimov, Louise Bergeron, Alex Dickson, Huafeng Xu, Woody Sherman, Jesus A. Izaguirre
bioRxiv 2021.09.26.461830; doi: https://doi.org/10.1101/2021.09.26.461830

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