Models
Structural models for use in virtual screening, free energy calculations, and molecular simulation.
Many models come from the Coronavirus Structural Task Force.
Data classification:- Models: Derived, integrated, or refined structures from multiple data sources prepared for different computational tasks.
- Structures: Data defining structures determined by experimental methods and referenced via a unique identifier such as a PDB ID.
- Simulations: The datasets produced as a result of applying the models to different scientific techniques.
- Unpublished data with no preprints have no indicator
- Data in a preprint or submitted for publication are given this
marker. If the preprint is available, it will always show and should work as a link - Data published in a paper or accepted are given this
marker (i.e. has been approved by formal peer review) and should work as links.
Quick Navigation
3CLpro ACE2 BoAT1 E protein Fc receptor Furin Helicase IL6R M protein Macrodomain N protein NSP1 NSP10 NSP11 NSP14 NSP15 NSP16 NSP2 NSP4 NSP6 NSP7 NSP8 NSP9 ORF10 ORF3a ORF6 ORF7a ORF7b ORF8 PD-1 PLpro RdRP TMPRSS2 fusion core p38 spike virion
Models of Virion Particle
Coarse Grained SARS-CoV-2 Virion
Alvin Yu, Gregory A. Voth
University of Chicago -- Voth Lab
Represented Proteins: virion
Model: Files | Source Structure PDBs: ---
A coarse-grained (CG) model for the SARS-CoV-2 virion (in its entirety) developed under an NSF RAPID award 2029092 to G.A.V. in response to the COVID-19 pandemic.
Simulations:
---
Models of Viral Spike Proteins
Viral Spike Fusion Core
SARS-CoV-2 Spike (S) glycoprotein
Host immune response
SARS-CoV-2 spike receptor-binding domain bound with S309: ISOLDE refined model with N343 glycan
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7JX3 | Visualize: 3DMol.js
Refinement of 7JX3 that fixes multiple issues: * Adjusts a few rotamers and peptide bonds * Merges in missing loop in antibody constant domain from 4jhw * Builds in N343 glycan
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD bound to monoclonal antibody S309
SARS-CoV-2 spike receptor-binding domain bound with S309: ISOLDE refined model with N343 glycan and P337L mutation
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7JX3 | Visualize: 3DMol.js
Refinement of 7JX3 that fixes multiple issues: * Adjusts a few rotamers and peptide bonds * Merges in missing loop in antibody constant domain from 4jhw * Builds in N343 glycan Mutates RBD’s P337 to LEU using PyMOL.
Simulations:
SARS-CoV-2 spike receptor-binding domain bound with S309: ISOLDE refined model with N343 glycan and P337A mutation
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7JX3 | Visualize: 3DMol.js
Refinement of 7JX3 that fixes multiple issues: * Adjusts a few rotamers and peptide bonds * Merges in missing loop in antibody constant domain from 4jhw * Builds in N343 glycan Mutates RBD’s P337 to ALA using PyMOL.
Simulations:
SARS-CoV-2 spike receptor-binding domain bound with S2H97: ISOLDE refined model with N343 glycan
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7M7W | Visualize: 3DMol.js
Refinement of 7M7W that fixes multiple issues: * Builds in missing loop in antibody constant domain * Builds in N343 glycan
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD bound to monoclonal antibody S2H97
Blocking SARS-CoV-2 Spike protein binding to human ACE2 receptor
Coarse Grained Post Fusion Core of 2019-nCoV S2 Subunit (PDB 6LXT)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: S2 spike
Model: Files | Source Structure PDBs: 6LXT
Coarse graied (CG) mappings are generated from the DSGPM deep learning model.. Chains A,B and C of the fusion core are coarse grained separately. There are 15,15 and 15 mappings of different resolutions respectively. These are generated from the original all-atom PDB structure.
Simulations:
---
SARS-CoV-2 spike protein trimer (closed state) model for MD simulations
Vladimir Mironov
Lomonosov Moscow State University -- Chemistry Department -- Laboratory of Chemical Cybernetics
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6ACK | Visualize: 3DMol.js
Model of the spike protein trimer of SARS-CoV-2 virus in closed conformation. That trimer is built from the homology model of monomer made by Thomas Desautels et.al. (https://doi.org/10.1101/2020.04.03.024885) It has been replicated and fitted to the known structure of SARS-CoV-1 by Wenfei Song et.al. PDBID: 6ACK (https://doi.org/10.1371/journal.ppat.1007236). That model has been made to perform MD simulations.
Simulations:
Gromacs 60 ns MD of SARS-CoV-2 spike trimer, All Atom model
Furin bound to Delta variant SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: Furin spike
Model: Files | Source Structure PDBs: 5JMO 6VSB | Visualize: 3DMol.js
representative docking model of furin bound to Delta variant SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK filename is Refined_Delta_Spike_furin_Fig2.pdb
Simulations:
---
Trimeric SARS-CoV-2 spike glycoprotein (closed state) in aqueous solution
DESRES
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VXX | Visualize: 3DMol.js
Solvated structure of the trimeric SARS-CoV-2 spike glycoprotein in closed state. The C- and N-peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M. The total number of atoms in the system was 566502.
Simulations:
SARS-CoV-2 spike receptor-binding domain bound with ACE2: ISOLDE refined model
Tristan Croll
Represented Proteins: spike RBD ACE2
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Refinement of 6m0j that fixes multiple issues: * Adds/extend GlcNAcs in ACE2 * Fixes backwards His374 (zinc binding site) * Corrects incorrect modeling of both zinc binding sites (originally modeled as disulfides) * Corrects rotamer adjustments and peptide flips See a complete description of the issues remedied by this model.
Simulations:
---
Ab 6D3 bound to SARS-CoV-2 Spike in down state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 4RGN 6VXX | Visualize: 3DMol.js
representative docking model of Ab 6D3 bound to SARS-CoV-2 Spike with three RBD in the down state generated with ClusPro and refined by HADDOCK
Simulations:
---
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 2 salt bridges
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 2 salt bridges from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_2SB_FigS1.pdb
Simulations:
---
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 3 salt bridges
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 3 salt bridges from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_3SB_FigS1.pdb
Simulations:
---
Trimeric SARS-CoV-2 spike glycoprotein (Down state) with and without simulation box
Sugita Lab
Riken
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VXX
PSF/PDB of Glycosylated Spike model in Down state from residue 28 to 1135 before and after the addition of water molecules and Ions. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
Clusters center of gREST from Down State simulations
Cluster ensemble of Intermediate 3a
Cluster ensemble of 1UP like conformation
Cluster ensemble of Down asymmetric
Cluster ensemble of Down symmetric
Cluster ensemble of Intermediate 2a
Beta variant SARS-CoV-2 Spike RBD-ACE2 complex with K484-E75 salt bridge
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of Beta variant SARS-CoV-2 Spike RBD-ACE2 complex with K484-E75 salt bridge from in silico mutation and MD simulation filename is MD_Beta_RBD_ACE2_1SB_K484E75_Fig1.pdb
Simulations:
---
SARS-CoV-2 spike receptor-binding domain bound with S2H97: ISOLDE refined model with N343 glycan
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7M7W | Visualize: 3DMol.js
Refinement of 7M7W that fixes multiple issues: * Builds in missing loop in antibody constant domain * Builds in N343 glycan
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD bound to monoclonal antibody S2H97
Ab 6D3 bound to SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 4RGN 6VSB | Visualize: 3DMol.js
representative docking model of Ab 6D3 bound to SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK
Simulations:
---
SWISS-MODEL Spike
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: spike
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
SARS-CoV-2 trimeric spike protein binding to FDA approved or investigational drug molecules
DESRES
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 6VXX 6VW1 | Visualize: 3DMol.js
Spike trimer constructed from PDB entries 6VXX and 6VW1, only retaining the RBD and a short region from S1 fusion protein as a minimal system for maintaining a trimer assembly. The system was neutralized and salted with NaCl, with a final concentration of 0.15 M. The interval between frames is 1.2 ns. The simulations were conducted at 310 K in the NPT ensemble.
Simulations:
Trimeric SARS-CoV-2 spike protein (Down state) with and without simulation box in the absence of glycan
Sugita Lab
Riken
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VXX
PSF/PDB of Spike model in Down state from residue 28 to 1135 before and after the addition of water molecules and Ions. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M. This model has no glycans.
Simulations:
---
Ab 6D3 bound to HCoV-OC43 Spike in down state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 4RGN 6VSB | Visualize: 3DMol.js
representative docking model of Ab 6D3 bound to HCoV-OC43 Spike with three RBDs in the down state generated with ClusPro and refined by HADDOCK
Simulations:
---
SARS-CoV-2 spike receptor-binding domain: ISOLDE refined model with N343 glycan
William Glass
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Takes the RBD (Chain E) from the 6m0j refined model, builds in the N343 glycan using PyMOL, and refines clashes using ISOLDE. See a complete description of the workflow for building and refining the glycosylated model.
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD bound to human ACE2
Folding@home simulations of the apo SARS-CoV-2 spike RBD (with glycosylation)
Spike protein in complex with human ACE2
Oostenbrink Lab
University of Natural Resources and Life Sciences, Vienna
Represented Proteins: spike ACE2
Model: Files | Source Structure PDBs: 6VYB 6M17
Atomistic model of the Spike protein in complex with the human ACE2 receptor, most probale glycosylations are added.
Simulations:
Trajectory of the Spike protein in complex with human ACE2
SARS-CoV-2 spike receptor-binding domain bound with S309: ISOLDE refined model with N343 glycan
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7JX3 | Visualize: 3DMol.js
Refinement of 7JX3 that fixes multiple issues: * Adjusts a few rotamers and peptide bonds * Merges in missing loop in antibody constant domain from 4jhw * Builds in N343 glycan
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD bound to monoclonal antibody S309
spike_full-length_closed_amarolab
Amaro Lab
University of California San Diego
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VXX
PSF/PDB for full-length SPIKE protein in the Closed state, including protein, glycans, membrane, water and ions.
Simulations:
Continuous trajectories of glycosylated SPIKE opening.
Trajectories of full-length SPIKE protein in the Closed state.
SARS-CoV-2 spike receptor-binding domain: ISOLDE refined model without N343 glycan
William Glass
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Takes the RBD (Chain E) from the 6m0j refined model and refines clashes using ISOLDE. See a complete description of the workflow for building and refining the model.
Simulations:
Folding@home simulations of the apo SARS-CoV-2 spike RBD (without glycosylation)
Trimeric SARS-CoV-2 spike glycoprotein (1Up state) with and without simulation box
Sugita Lab
Riken
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VYB
PSF/PDB of Glycosylated Spike model in 1Up state from residue 28 to 1135 before and after the addition of water molecules and Ions. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
Cluster ensemble of 1UP/open conformations
Cluster ensemble of 2UP like conformations
Cluster ensemble of 1UP top populated cluster
Cluster ensemble of 1UP second populated cluster
Clusters center of gREST from 1Up State simulations
Delta variant SARS-CoV-2 Spike RBD-REGN10933 complex
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 6XDG | Visualize: 3DMol.js
representative snapshot of Delta variant SARS-CoV-2 Spike RBD-REGN10933 antibody complex from in silico mutation and MD simulation filename is MD_Delta_RBD_REGN10933_Fig5.pdb
Simulations:
---
SARS-CoV-2 spike receptor-binding domain bound with ACE2
Negin Forouzesh, Alexey Onufriev
California State University, Los Angeles and Virginia Tech
Represented Proteins: spike RBD ACE2
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Truncated structure of SARS-CoV-2 spike receptor-binding domain bound with the human ACE2 receptor.
Simulations:
TMPRSS2 bound to SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: TMPRSS2 spike
Model: Files | Source Structure PDBs: 5CE1 6VSB | Visualize: 3DMol.js
representative docking model of TMPRSS2 (homology model) bound to SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK
Simulations:
---
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 1 salt bridge
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 1 salt bridge from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_1SB_FigS1.pdb
Simulations:
---
Delta variant SARS-CoV-2 Spike RBD-Nb20 complex
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 7JVB | Visualize: 3DMol.js
representative snapshot of Delta variant SARS-CoV-2 Spike RBD-Nb20 antibody complex from in silico mutation and MD simulation filename is MD_Delta_RBD_Nb20_Fig7.pdb
Simulations:
---
Coarse Grained SPIKE Protein (PDB 2AJF)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: spike
Model: Files | Source Structure PDBs: 2AJF
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 18 mappings of different resolutions are currently available. The mappings are generated from the original all-atom PDB structure.
Simulations:
---
Coarse Grained SARS-CoV-2 Chimeric RBD (PDB 6VW1)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: RBD spike
Model: Files | Source Structure PDBs: 6VW1
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 20 mappings of different resolutions are currently available. The mappings are generated from the original all-atom PDB structure.
Simulations:
---
spike by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: spike
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
SWISS-MODEL Spike + ACE2
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: spike ACE2
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
SARS-CoV-2 spike receptor-binding domain: ISOLDE refined model with N343 glycan and N501Y mutation
William Glass and Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Takes the RBD (Chain E) from the 6m0j refined model, builds in the N343 glycan and mutates N501 to TYR using PyMOL, and refines clashes using ISOLDE. See a complete description of the workflow for building and refining the glycosylated model.
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD with N501Y mutation bound to human ACE2
SARS-CoV-2 spike receptor-binding domain bound with S309: ISOLDE refined model with N343 glycan and P337L mutation
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7JX3 | Visualize: 3DMol.js
Refinement of 7JX3 that fixes multiple issues: * Adjusts a few rotamers and peptide bonds * Merges in missing loop in antibody constant domain from 4jhw * Builds in N343 glycan Mutates RBD’s P337 to LEU using PyMOL.
Simulations:
Furin bound to SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: Furin spike
Model: Files | Source Structure PDBs: 5JMO 6VSB | Visualize: 3DMol.js
representative docking model of furin bound to SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK
Simulations:
---
Trimeric SARS-CoV-2 spike glycoprotein (open state) in aqueous solution
DESRES
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VYB | Visualize: 3DMol.js
Solvated structure of the trimeric SARS-CoV-2 spike glycoprotein in open state. The C- and N-peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M. The total number of atoms in the system was 715439.
Simulations:
SARS-CoV-2 spike receptor-binding domain bound with S309: ISOLDE refined model with N343 glycan and P337A mutation
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7JX3 | Visualize: 3DMol.js
Refinement of 7JX3 that fixes multiple issues: * Adjusts a few rotamers and peptide bonds * Merges in missing loop in antibody constant domain from 4jhw * Builds in N343 glycan Mutates RBD’s P337 to ALA using PyMOL.
Simulations:
Coarse Grained RBD in Complex With Human Antibody CR3022 (PDB 6W41)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: RBD spike
Model: Files | Source Structure PDBs: 6W41
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 17 mappings of different resolutions are currently available. Mappings are generated from the original all-atom PDB structure.
Simulations:
---
spike_full-length_open_amarolab
Amaro Lab
University of California San Diego
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VSB
PSF/PDB for full-length SPIKE protein in the Open state, including protein, glycans, membrane, water and ions.
Simulations:
Trajectories of full-length SPIKE protein in the Open state.
Trajectories of full-length SPIKE protein in the Open state (N165A / N234A mutations).
WT variant SARS-CoV-2 Spike RBD-REGN10933 complex
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 6XDG | Visualize: 3DMol.js
representative snapshot of WT variant SARS-CoV-2 Spike RBD-REGN10933 antibody complex from MD simulation filename is MD_WT_RBD_REGN10933_2SBs_Fig5.pdb
Simulations:
---
Improved trimeric SARS-CoV-2 spike glycoprotein (closed state) in aqueous solution
DESRES
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VXX | Visualize: 3DMol.js
Solvated structure of the trimeric SARS-CoV-2 spike glycoprotein in closed state. The C- and N-peptide termini are capped with amide and acetyl groups respectively. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
Inhibiting cleavage of the SARS-CoV-2 spike protein
Coarse Grained RBD in Complex With Human Antibody CR3022 (PDB 6W41)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: RBD spike
Model: Files | Source Structure PDBs: 6W41
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 17 mappings of different resolutions are currently available. Mappings are generated from the original all-atom PDB structure.
Simulations:
---
WT variant SARS-CoV-2 Spike RBD-REGN10933 complex
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 6XDG | Visualize: 3DMol.js
representative snapshot of WT variant SARS-CoV-2 Spike RBD-REGN10933 antibody complex from MD simulation filename is MD_WT_RBD_REGN10933_2SBs_Fig5.pdb
Simulations:
---
Improved trimeric SARS-CoV-2 spike glycoprotein (closed state) in aqueous solution
DESRES
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VXX | Visualize: 3DMol.js
Solvated structure of the trimeric SARS-CoV-2 spike glycoprotein in closed state. The C- and N-peptide termini are capped with amide and acetyl groups respectively. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
spike_full-length_open_amarolab
Amaro Lab
University of California San Diego
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VSB
PSF/PDB for full-length SPIKE protein in the Open state, including protein, glycans, membrane, water and ions.
Simulations:
Trajectories of full-length SPIKE protein in the Open state (N165A / N234A mutations).
Trajectories of full-length SPIKE protein in the Open state.
Coarse Grained Post Fusion Core of 2019-nCoV S2 Subunit (PDB 6LXT)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: S2 spike
Model: Files | Source Structure PDBs: 6LXT
Coarse graied (CG) mappings are generated from the DSGPM deep learning model.. Chains A,B and C of the fusion core are coarse grained separately. There are 15,15 and 15 mappings of different resolutions respectively. These are generated from the original all-atom PDB structure.
Simulations:
---
SARS-CoV-2 spike protein trimer (closed state) model for MD simulations
Vladimir Mironov
Lomonosov Moscow State University -- Chemistry Department -- Laboratory of Chemical Cybernetics
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6ACK | Visualize: 3DMol.js
Model of the spike protein trimer of SARS-CoV-2 virus in closed conformation. That trimer is built from the homology model of monomer made by Thomas Desautels et.al. (https://doi.org/10.1101/2020.04.03.024885) It has been replicated and fitted to the known structure of SARS-CoV-1 by Wenfei Song et.al. PDBID: 6ACK (https://doi.org/10.1371/journal.ppat.1007236). That model has been made to perform MD simulations.
Simulations:
Gromacs 60 ns MD of SARS-CoV-2 spike trimer, All Atom model
Trimeric SARS-CoV-2 spike glycoprotein (closed state) in aqueous solution
DESRES
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VXX | Visualize: 3DMol.js
Solvated structure of the trimeric SARS-CoV-2 spike glycoprotein in closed state. The C- and N-peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M. The total number of atoms in the system was 566502.
Simulations:
Furin bound to Delta variant SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: Furin spike
Model: Files | Source Structure PDBs: 5JMO 6VSB | Visualize: 3DMol.js
representative docking model of furin bound to Delta variant SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK filename is Refined_Delta_Spike_furin_Fig2.pdb
Simulations:
---
SARS-CoV-2 spike receptor-binding domain bound with ACE2: ISOLDE refined model
Tristan Croll
Represented Proteins: spike RBD ACE2
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Refinement of 6m0j that fixes multiple issues: * Adds/extend GlcNAcs in ACE2 * Fixes backwards His374 (zinc binding site) * Corrects incorrect modeling of both zinc binding sites (originally modeled as disulfides) * Corrects rotamer adjustments and peptide flips See a complete description of the issues remedied by this model.
Simulations:
---
Ab 6D3 bound to SARS-CoV-2 Spike in down state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 4RGN 6VXX | Visualize: 3DMol.js
representative docking model of Ab 6D3 bound to SARS-CoV-2 Spike with three RBD in the down state generated with ClusPro and refined by HADDOCK
Simulations:
---
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 2 salt bridges
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 2 salt bridges from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_2SB_FigS1.pdb
Simulations:
---
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 3 salt bridges
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 3 salt bridges from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_3SB_FigS1.pdb
Simulations:
---
Trimeric SARS-CoV-2 spike glycoprotein (Down state) with and without simulation box
Sugita Lab
Riken
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VXX
PSF/PDB of Glycosylated Spike model in Down state from residue 28 to 1135 before and after the addition of water molecules and Ions. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
Clusters center of gREST from Down State simulations
Cluster ensemble of Intermediate 3a
Cluster ensemble of 1UP like conformation
Cluster ensemble of Down asymmetric
Cluster ensemble of Down symmetric
Cluster ensemble of Intermediate 2a
Beta variant SARS-CoV-2 Spike RBD-ACE2 complex with K484-E75 salt bridge
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of Beta variant SARS-CoV-2 Spike RBD-ACE2 complex with K484-E75 salt bridge from in silico mutation and MD simulation filename is MD_Beta_RBD_ACE2_1SB_K484E75_Fig1.pdb
Simulations:
---
SARS-CoV-2 spike receptor-binding domain bound with S2H97: ISOLDE refined model with N343 glycan
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7M7W | Visualize: 3DMol.js
Refinement of 7M7W that fixes multiple issues: * Builds in missing loop in antibody constant domain * Builds in N343 glycan
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD bound to monoclonal antibody S2H97
Ab 6D3 bound to SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 4RGN 6VSB | Visualize: 3DMol.js
representative docking model of Ab 6D3 bound to SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK
Simulations:
---
SARS-CoV-2 trimeric spike protein binding to FDA approved or investigational drug molecules
DESRES
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 6VXX 6VW1 | Visualize: 3DMol.js
Spike trimer constructed from PDB entries 6VXX and 6VW1, only retaining the RBD and a short region from S1 fusion protein as a minimal system for maintaining a trimer assembly. The system was neutralized and salted with NaCl, with a final concentration of 0.15 M. The interval between frames is 1.2 ns. The simulations were conducted at 310 K in the NPT ensemble.
Simulations:
SWISS-MODEL Spike
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: spike
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
Ab 6D3 bound to HCoV-OC43 Spike in down state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 4RGN 6VSB | Visualize: 3DMol.js
representative docking model of Ab 6D3 bound to HCoV-OC43 Spike with three RBDs in the down state generated with ClusPro and refined by HADDOCK
Simulations:
---
SARS-CoV-2 spike receptor-binding domain: ISOLDE refined model with N343 glycan
William Glass
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Takes the RBD (Chain E) from the 6m0j refined model, builds in the N343 glycan using PyMOL, and refines clashes using ISOLDE. See a complete description of the workflow for building and refining the glycosylated model.
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD bound to human ACE2
Folding@home simulations of the apo SARS-CoV-2 spike RBD (with glycosylation)
Trimeric SARS-CoV-2 spike protein (Down state) with and without simulation box in the absence of glycan
Sugita Lab
Riken
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VXX
PSF/PDB of Spike model in Down state from residue 28 to 1135 before and after the addition of water molecules and Ions. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M. This model has no glycans.
Simulations:
---
Spike protein in complex with human ACE2
Oostenbrink Lab
University of Natural Resources and Life Sciences, Vienna
Represented Proteins: spike ACE2
Model: Files | Source Structure PDBs: 6VYB 6M17
Atomistic model of the Spike protein in complex with the human ACE2 receptor, most probale glycosylations are added.
Simulations:
Trajectory of the Spike protein in complex with human ACE2
SARS-CoV-2 spike receptor-binding domain bound with S309: ISOLDE refined model with N343 glycan
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7JX3 | Visualize: 3DMol.js
Refinement of 7JX3 that fixes multiple issues: * Adjusts a few rotamers and peptide bonds * Merges in missing loop in antibody constant domain from 4jhw * Builds in N343 glycan
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD bound to monoclonal antibody S309
spike_full-length_closed_amarolab
Amaro Lab
University of California San Diego
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VXX
PSF/PDB for full-length SPIKE protein in the Closed state, including protein, glycans, membrane, water and ions.
Simulations:
Trajectories of full-length SPIKE protein in the Closed state.
Continuous trajectories of glycosylated SPIKE opening.
SARS-CoV-2 spike receptor-binding domain: ISOLDE refined model without N343 glycan
William Glass
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Takes the RBD (Chain E) from the 6m0j refined model and refines clashes using ISOLDE. See a complete description of the workflow for building and refining the model.
Simulations:
Folding@home simulations of the apo SARS-CoV-2 spike RBD (without glycosylation)
Trimeric SARS-CoV-2 spike glycoprotein (1Up state) with and without simulation box
Sugita Lab
Riken
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VYB
PSF/PDB of Glycosylated Spike model in 1Up state from residue 28 to 1135 before and after the addition of water molecules and Ions. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
Cluster ensemble of 1UP second populated cluster
Clusters center of gREST from 1Up State simulations
Cluster ensemble of 1UP/open conformations
Cluster ensemble of 2UP like conformations
Cluster ensemble of 1UP top populated cluster
SARS-CoV-2 spike receptor-binding domain bound with ACE2
Negin Forouzesh, Alexey Onufriev
California State University, Los Angeles and Virginia Tech
Represented Proteins: spike RBD ACE2
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Truncated structure of SARS-CoV-2 spike receptor-binding domain bound with the human ACE2 receptor.
Simulations:
Delta variant SARS-CoV-2 Spike RBD-REGN10933 complex
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 6XDG | Visualize: 3DMol.js
representative snapshot of Delta variant SARS-CoV-2 Spike RBD-REGN10933 antibody complex from in silico mutation and MD simulation filename is MD_Delta_RBD_REGN10933_Fig5.pdb
Simulations:
---
TMPRSS2 bound to SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: TMPRSS2 spike
Model: Files | Source Structure PDBs: 5CE1 6VSB | Visualize: 3DMol.js
representative docking model of TMPRSS2 (homology model) bound to SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK
Simulations:
---
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 1 salt bridge
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 1 salt bridge from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_1SB_FigS1.pdb
Simulations:
---
Coarse Grained SARS-CoV-2 Chimeric RBD (PDB 6VW1)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: RBD spike
Model: Files | Source Structure PDBs: 6VW1
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 20 mappings of different resolutions are currently available. The mappings are generated from the original all-atom PDB structure.
Simulations:
---
spike by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: spike
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
Delta variant SARS-CoV-2 Spike RBD-Nb20 complex
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 7JVB | Visualize: 3DMol.js
representative snapshot of Delta variant SARS-CoV-2 Spike RBD-Nb20 antibody complex from in silico mutation and MD simulation filename is MD_Delta_RBD_Nb20_Fig7.pdb
Simulations:
---
Coarse Grained SPIKE Protein (PDB 2AJF)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: spike
Model: Files | Source Structure PDBs: 2AJF
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 18 mappings of different resolutions are currently available. The mappings are generated from the original all-atom PDB structure.
Simulations:
---
SWISS-MODEL Spike + ACE2
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: spike ACE2
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
SARS-CoV-2 spike receptor-binding domain: ISOLDE refined model with N343 glycan and N501Y mutation
William Glass and Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Takes the RBD (Chain E) from the 6m0j refined model, builds in the N343 glycan and mutates N501 to TYR using PyMOL, and refines clashes using ISOLDE. See a complete description of the workflow for building and refining the glycosylated model.
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD with N501Y mutation bound to human ACE2
SARS-CoV-2 spike receptor-binding domain bound with S309: ISOLDE refined model with N343 glycan and P337L mutation
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7JX3 | Visualize: 3DMol.js
Refinement of 7JX3 that fixes multiple issues: * Adjusts a few rotamers and peptide bonds * Merges in missing loop in antibody constant domain from 4jhw * Builds in N343 glycan Mutates RBD’s P337 to LEU using PyMOL.
Simulations:
Furin bound to SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: Furin spike
Model: Files | Source Structure PDBs: 5JMO 6VSB | Visualize: 3DMol.js
representative docking model of furin bound to SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK
Simulations:
---
Trimeric SARS-CoV-2 spike glycoprotein (open state) in aqueous solution
DESRES
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VYB | Visualize: 3DMol.js
Solvated structure of the trimeric SARS-CoV-2 spike glycoprotein in open state. The C- and N-peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M. The total number of atoms in the system was 715439.
Simulations:
SARS-CoV-2 spike receptor-binding domain bound with S309: ISOLDE refined model with N343 glycan and P337A mutation
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7JX3 | Visualize: 3DMol.js
Refinement of 7JX3 that fixes multiple issues: * Adjusts a few rotamers and peptide bonds * Merges in missing loop in antibody constant domain from 4jhw * Builds in N343 glycan Mutates RBD’s P337 to ALA using PyMOL.
Simulations:
Inhibition of formation of the viral fusion core
Furin bound to Delta variant SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: Furin spike
Model: Files | Source Structure PDBs: 5JMO 6VSB | Visualize: 3DMol.js
representative docking model of furin bound to Delta variant SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK filename is Refined_Delta_Spike_furin_Fig2.pdb
Simulations:
---
Trimeric SARS-CoV-2 spike glycoprotein (closed state) in aqueous solution
DESRES
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VXX | Visualize: 3DMol.js
Solvated structure of the trimeric SARS-CoV-2 spike glycoprotein in closed state. The C- and N-peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M. The total number of atoms in the system was 566502.
Simulations:
SARS-CoV-2 spike receptor-binding domain bound with ACE2: ISOLDE refined model
Tristan Croll
Represented Proteins: spike RBD ACE2
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Refinement of 6m0j that fixes multiple issues: * Adds/extend GlcNAcs in ACE2 * Fixes backwards His374 (zinc binding site) * Corrects incorrect modeling of both zinc binding sites (originally modeled as disulfides) * Corrects rotamer adjustments and peptide flips See a complete description of the issues remedied by this model.
Simulations:
---
Ab 6D3 bound to SARS-CoV-2 Spike in down state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 4RGN 6VXX | Visualize: 3DMol.js
representative docking model of Ab 6D3 bound to SARS-CoV-2 Spike with three RBD in the down state generated with ClusPro and refined by HADDOCK
Simulations:
---
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 2 salt bridges
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 2 salt bridges from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_2SB_FigS1.pdb
Simulations:
---
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 3 salt bridges
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 3 salt bridges from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_3SB_FigS1.pdb
Simulations:
---
Trimeric SARS-CoV-2 spike glycoprotein (Down state) with and without simulation box
Sugita Lab
Riken
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VXX
PSF/PDB of Glycosylated Spike model in Down state from residue 28 to 1135 before and after the addition of water molecules and Ions. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
Cluster ensemble of Down asymmetric
Cluster ensemble of Down symmetric
Cluster ensemble of Intermediate 2a
Clusters center of gREST from Down State simulations
Cluster ensemble of Intermediate 3a
Cluster ensemble of 1UP like conformation
Beta variant SARS-CoV-2 Spike RBD-ACE2 complex with K484-E75 salt bridge
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of Beta variant SARS-CoV-2 Spike RBD-ACE2 complex with K484-E75 salt bridge from in silico mutation and MD simulation filename is MD_Beta_RBD_ACE2_1SB_K484E75_Fig1.pdb
Simulations:
---
SARS-CoV-2 spike receptor-binding domain bound with S2H97: ISOLDE refined model with N343 glycan
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7M7W | Visualize: 3DMol.js
Refinement of 7M7W that fixes multiple issues: * Builds in missing loop in antibody constant domain * Builds in N343 glycan
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD bound to monoclonal antibody S2H97
Ab 6D3 bound to SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 4RGN 6VSB | Visualize: 3DMol.js
representative docking model of Ab 6D3 bound to SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK
Simulations:
---
SWISS-MODEL Spike
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: spike
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
SARS-CoV-2 trimeric spike protein binding to FDA approved or investigational drug molecules
DESRES
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 6VXX 6VW1 | Visualize: 3DMol.js
Spike trimer constructed from PDB entries 6VXX and 6VW1, only retaining the RBD and a short region from S1 fusion protein as a minimal system for maintaining a trimer assembly. The system was neutralized and salted with NaCl, with a final concentration of 0.15 M. The interval between frames is 1.2 ns. The simulations were conducted at 310 K in the NPT ensemble.
Simulations:
Trimeric SARS-CoV-2 spike protein (Down state) with and without simulation box in the absence of glycan
Sugita Lab
Riken
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VXX
PSF/PDB of Spike model in Down state from residue 28 to 1135 before and after the addition of water molecules and Ions. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M. This model has no glycans.
Simulations:
---
Ab 6D3 bound to HCoV-OC43 Spike in down state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 4RGN 6VSB | Visualize: 3DMol.js
representative docking model of Ab 6D3 bound to HCoV-OC43 Spike with three RBDs in the down state generated with ClusPro and refined by HADDOCK
Simulations:
---
SARS-CoV-2 spike receptor-binding domain: ISOLDE refined model with N343 glycan
William Glass
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Takes the RBD (Chain E) from the 6m0j refined model, builds in the N343 glycan using PyMOL, and refines clashes using ISOLDE. See a complete description of the workflow for building and refining the glycosylated model.
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD bound to human ACE2
Folding@home simulations of the apo SARS-CoV-2 spike RBD (with glycosylation)
Spike protein in complex with human ACE2
Oostenbrink Lab
University of Natural Resources and Life Sciences, Vienna
Represented Proteins: spike ACE2
Model: Files | Source Structure PDBs: 6VYB 6M17
Atomistic model of the Spike protein in complex with the human ACE2 receptor, most probale glycosylations are added.
Simulations:
Trajectory of the Spike protein in complex with human ACE2
SARS-CoV-2 spike receptor-binding domain bound with S309: ISOLDE refined model with N343 glycan
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7JX3 | Visualize: 3DMol.js
Refinement of 7JX3 that fixes multiple issues: * Adjusts a few rotamers and peptide bonds * Merges in missing loop in antibody constant domain from 4jhw * Builds in N343 glycan
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD bound to monoclonal antibody S309
spike_full-length_closed_amarolab
Amaro Lab
University of California San Diego
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VXX
PSF/PDB for full-length SPIKE protein in the Closed state, including protein, glycans, membrane, water and ions.
Simulations:
Trajectories of full-length SPIKE protein in the Closed state.
Continuous trajectories of glycosylated SPIKE opening.
SARS-CoV-2 spike receptor-binding domain: ISOLDE refined model without N343 glycan
William Glass
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Takes the RBD (Chain E) from the 6m0j refined model and refines clashes using ISOLDE. See a complete description of the workflow for building and refining the model.
Simulations:
Folding@home simulations of the apo SARS-CoV-2 spike RBD (without glycosylation)
Trimeric SARS-CoV-2 spike glycoprotein (1Up state) with and without simulation box
Sugita Lab
Riken
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VYB
PSF/PDB of Glycosylated Spike model in 1Up state from residue 28 to 1135 before and after the addition of water molecules and Ions. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
Cluster ensemble of 1UP second populated cluster
Clusters center of gREST from 1Up State simulations
Cluster ensemble of 1UP/open conformations
Cluster ensemble of 2UP like conformations
Cluster ensemble of 1UP top populated cluster
Delta variant SARS-CoV-2 Spike RBD-REGN10933 complex
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 6XDG | Visualize: 3DMol.js
representative snapshot of Delta variant SARS-CoV-2 Spike RBD-REGN10933 antibody complex from in silico mutation and MD simulation filename is MD_Delta_RBD_REGN10933_Fig5.pdb
Simulations:
---
SARS-CoV-2 spike receptor-binding domain bound with ACE2
Negin Forouzesh, Alexey Onufriev
California State University, Los Angeles and Virginia Tech
Represented Proteins: spike RBD ACE2
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Truncated structure of SARS-CoV-2 spike receptor-binding domain bound with the human ACE2 receptor.
Simulations:
TMPRSS2 bound to SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: TMPRSS2 spike
Model: Files | Source Structure PDBs: 5CE1 6VSB | Visualize: 3DMol.js
representative docking model of TMPRSS2 (homology model) bound to SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK
Simulations:
---
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 1 salt bridge
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 1 salt bridge from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_1SB_FigS1.pdb
Simulations:
---
Delta variant SARS-CoV-2 Spike RBD-Nb20 complex
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 7JVB | Visualize: 3DMol.js
representative snapshot of Delta variant SARS-CoV-2 Spike RBD-Nb20 antibody complex from in silico mutation and MD simulation filename is MD_Delta_RBD_Nb20_Fig7.pdb
Simulations:
---
Coarse Grained SPIKE Protein (PDB 2AJF)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: spike
Model: Files | Source Structure PDBs: 2AJF
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 18 mappings of different resolutions are currently available. The mappings are generated from the original all-atom PDB structure.
Simulations:
---
Coarse Grained SARS-CoV-2 Chimeric RBD (PDB 6VW1)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: RBD spike
Model: Files | Source Structure PDBs: 6VW1
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 20 mappings of different resolutions are currently available. The mappings are generated from the original all-atom PDB structure.
Simulations:
---
spike by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: spike
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
SWISS-MODEL Spike + ACE2
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: spike ACE2
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
SARS-CoV-2 spike receptor-binding domain: ISOLDE refined model with N343 glycan and N501Y mutation
William Glass and Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Takes the RBD (Chain E) from the 6m0j refined model, builds in the N343 glycan and mutates N501 to TYR using PyMOL, and refines clashes using ISOLDE. See a complete description of the workflow for building and refining the glycosylated model.
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD with N501Y mutation bound to human ACE2
SARS-CoV-2 spike receptor-binding domain bound with S309: ISOLDE refined model with N343 glycan and P337L mutation
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7JX3 | Visualize: 3DMol.js
Refinement of 7JX3 that fixes multiple issues: * Adjusts a few rotamers and peptide bonds * Merges in missing loop in antibody constant domain from 4jhw * Builds in N343 glycan Mutates RBD’s P337 to LEU using PyMOL.
Simulations:
Furin bound to SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: Furin spike
Model: Files | Source Structure PDBs: 5JMO 6VSB | Visualize: 3DMol.js
representative docking model of furin bound to SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK
Simulations:
---
Trimeric SARS-CoV-2 spike glycoprotein (open state) in aqueous solution
DESRES
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VYB | Visualize: 3DMol.js
Solvated structure of the trimeric SARS-CoV-2 spike glycoprotein in open state. The C- and N-peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M. The total number of atoms in the system was 715439.
Simulations:
SARS-CoV-2 spike receptor-binding domain bound with S309: ISOLDE refined model with N343 glycan and P337A mutation
Tristan Croll, Ivy Zhang
Represented Proteins: spike RBD
Model: Files | Source Structure PDBs: 7JX3 | Visualize: 3DMol.js
Refinement of 7JX3 that fixes multiple issues: * Adjusts a few rotamers and peptide bonds * Merges in missing loop in antibody constant domain from 4jhw * Builds in N343 glycan Mutates RBD’s P337 to ALA using PyMOL.
Simulations:
Coarse Grained RBD in Complex With Human Antibody CR3022 (PDB 6W41)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: RBD spike
Model: Files | Source Structure PDBs: 6W41
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 17 mappings of different resolutions are currently available. Mappings are generated from the original all-atom PDB structure.
Simulations:
---
spike_full-length_open_amarolab
Amaro Lab
University of California San Diego
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VSB
PSF/PDB for full-length SPIKE protein in the Open state, including protein, glycans, membrane, water and ions.
Simulations:
Trajectories of full-length SPIKE protein in the Open state (N165A / N234A mutations).
Trajectories of full-length SPIKE protein in the Open state.
WT variant SARS-CoV-2 Spike RBD-REGN10933 complex
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: antibody spike
Model: Files | Source Structure PDBs: 6XDG | Visualize: 3DMol.js
representative snapshot of WT variant SARS-CoV-2 Spike RBD-REGN10933 antibody complex from MD simulation filename is MD_WT_RBD_REGN10933_2SBs_Fig5.pdb
Simulations:
---
Improved trimeric SARS-CoV-2 spike glycoprotein (closed state) in aqueous solution
DESRES
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6VXX | Visualize: 3DMol.js
Solvated structure of the trimeric SARS-CoV-2 spike glycoprotein in closed state. The C- and N-peptide termini are capped with amide and acetyl groups respectively. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
Coarse Grained Post Fusion Core of 2019-nCoV S2 Subunit (PDB 6LXT)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: S2 spike
Model: Files | Source Structure PDBs: 6LXT
Coarse graied (CG) mappings are generated from the DSGPM deep learning model.. Chains A,B and C of the fusion core are coarse grained separately. There are 15,15 and 15 mappings of different resolutions respectively. These are generated from the original all-atom PDB structure.
Simulations:
---
SARS-CoV-2 spike protein trimer (closed state) model for MD simulations
Vladimir Mironov
Lomonosov Moscow State University -- Chemistry Department -- Laboratory of Chemical Cybernetics
Represented Proteins: spike
Model: Files | Source Structure PDBs: 6ACK | Visualize: 3DMol.js
Model of the spike protein trimer of SARS-CoV-2 virus in closed conformation. That trimer is built from the homology model of monomer made by Thomas Desautels et.al. (https://doi.org/10.1101/2020.04.03.024885) It has been replicated and fitted to the known structure of SARS-CoV-1 by Wenfei Song et.al. PDBID: 6ACK (https://doi.org/10.1371/journal.ppat.1007236). That model has been made to perform MD simulations.
Simulations:
Gromacs 60 ns MD of SARS-CoV-2 spike trimer, All Atom model
Models of Viral Protease, Polymerase, and Nonstructured Proteins
SARS-CoV-2 main protease (3CLpro or NSP5)
3CLpro / Mpro activity
3CLpro by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
83PROD_density_espfit.pdb
Igor Polyakov
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (PROD), NWChem QM/MM optimization, 83 QM atoms, density espfit protocol
Simulations:
---
Docked Structures of the N-terminal natural substrate to SARS-CoV and SARS-CoV-2 Mpro
Rebecca K. Walters
University of Bristol -- Intangible Realities Laboratory
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 6M03 6W63 2Q6G
Links to the docked structures of the N-terminal natural substrate of the SARS-CoV Mpro to (i) SARS-CoV Mpro, (ii) an Apo SARS-CoV-2 Mpro, and (iii) an Inhibitor complexed SARS-CoV-2 Mpro (where the inhibitor was deleted from the active site prior to docking). The docking was performed 5 times for each Mpro target using interactive molecular dynamics in virtual reality both with (protocol 2, restrained) and without (protocol 3, fully flexible) backbone restraints during the VR simulation. There are 30 structures in total.
Simulations:
---
Coarse Grained 6y2f (PDB 6Y2F)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 6Y2F
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 9 mappings of different resolutions are currently available. These are generated from the original all-atom PDB structure.
Simulations:
---
Coarse Grained Main Protease Structures (PDB 6LU7 ligands removed)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li,Xu Group, University of Rochester (contributor)
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 6LU7
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 15 mappings of different resolutions are currently available. The mappings are generated from the original all-atom PDB structure.
Simulations:
---
155REAC_density_espfit.pdb
Bella L. Grigorenko
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (REAC), NWChem QM/MM optimization, 155 QM atoms, density espfit protocol
Simulations:
---
SARS-CoV-2 dimeric main protease without ligand based on PDB 6LU7
Teruhisa S. Komatsu, Yohei M. Koyama, Noriaki Okimoto, Gentaro Morimoto, Yousuke Ohno, Makoto Taiji
Riken Biosystems Dynamics Research
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 6LU7
Simulations:
Riken BDR 10 Microsecond Trajectory System Snapshot every 10ns
Riken BDR 10 Microsecond Trajectory Protein Snapshot every 200ps
Riken BDR 10 Microsecond Trajectory Protein Snapshot every 1ns
SARS-CoV-2 main protease (apo, monomer) for Folding@home simulations
Ivy Zhang, Hannah Bruce Macdonald
Folding@home -- Memorial Sloan Kettering Cancer Center -- Chodera lab
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 6LU7 | Visualize: 3DMol.js
Apo, monomeric Mpro/3CLpro from PDB structure 6lu7 used in Folding@home simulations. Chain A (i.e. a monomer of the protein, without the inhibitor or waters) was extracted from 6lu7 using PyMOL, and protonated and capped (ACE, NME) with Schrodinger’s Maestro. The protein was solvated in a cubic box with 1 nm padding and 150 mM NaCl using OpenMM 7.4.1.
Simulations:
Folding@home SARS-CoV-2 main protease (apo, monomer) simulations
Coarse Grained COVID-19 main protease in apo form (PDB 6M03)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 6M03
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 17 mappings of different resolutions are currently available. These are generated from the original all-atom PDB structure.
Simulations:
---
83REAC_QChem.pdb
Goran Giudetti
University of Southern California, Department of Chemistry -- Anna I. Krylov research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (REAC), Q-Chem QM/MM optimization, 83 QM atoms
Simulations:
---
83PROD_density_static.pdb
Igor Polyakov
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (PROD), NWChem QM/MM optimization, 83 QM atoms, density static protocol
Simulations:
---
83REAC_density_espfit.pdb
Igor Polyakov
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (REAC), NWChem QM/MM optimization, 83 QM atoms, density espfit protocol
Simulations:
---
Truncated Mpro based on 6Y2F and shape-compliant 3D conformers
P. I. Koukos, M. Réau, A. M. J. J Bonvin
Computational Structural Biology group, Bijvoet Centre for Biomolecular Research, Utrecht University
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 6Y2F
Computational docking of the approved subset of Drugbank + active metabolites + investigational compounds of interest against the Main protease (Mpro). The receptor has been truncated by removing residues distant from the binding site to reduce the computational load. 3D conformers were generated from SMILES using OpenEye OMEGA with default settings.
Simulations:
HADDOCK docking of approved Drugbank set against Mpro with a geometric shape model
83INT_density_static.pdb
Igor Polyakov
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (INT), NWChem QM/MM optimization, 83 QM atoms, density static protocol
Simulations:
---
155REAC_density_static.pdb
Bella L. Grigorenko
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (REAC), NWChem QM/MM optimization, 155 QM atoms, density static protocol
Simulations:
---
Coarse Grained 6y2g (PDB 6Y2G)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 6Y2G
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 16 mappings of different resolutions are currently available. These are generated from the original all-atom PDB structure.
Simulations:
---
155PROD_density_static.pdb
Bella L. Grigorenko
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (PROD), NWChem QM/MM optimization, 155 QM atoms, density static protocol
Simulations:
---
Docked Structures of a small molecule inhibitor (X77) to SARS-CoV-2 Mpro
Helen M. Deeks
University of Bristol -- Intangible Realities Laboratory
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 6M03 6W63
Links to the docked structures of a small molecule inhibitor (X77) to (i) an Apo SARS-CoV-2 Mpro, and (i) an Inhibitor complexed SARS-CoV-2 Mpro. The docking was performed 5 times for each Mpro target using interactive molecular dynamics in virtual reality both with (protocol 2, restrained) and without (protocol 3, fully flexible) backbone restraints during the VR simulation. Another protocol (protocol 1) was also used following docking procedures presented in our previous work (https://doi.org/10.1371/journal.pone.0228461). There are 15 structures in total.
Simulations:
---
83PROD_QChem.pdb
Goran Giudetti
University of Southern California, Department of Chemistry -- Anna I. Krylov research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (PROD), Q-Chem QM/MM optimization, 83 QM atoms
Simulations:
---
SWISS-MODEL 3CLpro
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
83TS_density_espfit.pdb
Igor Polyakov
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (TS), NWChem QM/MM optimization, 83 QM atoms
Simulations:
---
3CLpro prepared for simulation in a 120 cubic A box for long continuous trajectory
DESRES
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 6Y84
Apo enzyme started from the apo enzyme structure determined by X-ray crystallography (PDB entry 6Y84) The protein was solvated in a 120 x 120 x 120 Å water box containing 0.15 M NaCl.
Simulations:
DESRES 100 µs MD of 3CLpro, no water or ions
DESRES 100 µs MD of 3CLpro, All Atom
Truncated Mpro based on 6Y2F and pharmacophore-compliant 3D conformers
P. I. Koukos, M. Réau, A. M. J. J Bonvin
Computational Structural Biology group, Bijvoet Centre for Biomolecular Research, Utrecht University
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 6Y2F
Computational docking of the approved subset of Drugbank + active metabolites + investigational compounds of interest against the Main protease (Mpro). The receptor has been truncated by removing residues distant from the binding site to reduce the computational load. 3D conformers were generated from SMILES using OpenEye OMEGA with default settings.
Simulations:
HADDOCK docking of approved Drugbank set against Mpro with a pharmacophore shape model
Transition State (TS) structures for the inhibitory mechanism of the PF-00835231 molecule with the enzyme 3CLPRO of SARS-CoV-2
Carlos A. Ramos-Guzmán, José L. Velázquez-Libera, J. Javier Ruiz-Pernía, Iñaki Tuñón
Universidad de Valencia -- Universidad de Valencia -- Efectos del medio
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 6XHM | Visualize: 3DMol.js
The files contain the coordinates of the TS structures obtained while using B3LYPD3 631+G(d), M062XD3 631+G(d), AM1D, B3LYP, DFTB3, PM6 and GFN2xTB to describe the reaction mechanism of the inhibitor PF-00835231 with the enzyme 3CLPRO of SARS-CoV-2. The residues involved in the reaction are the His41, Cys145 and the L4N304.
Simulations:
---
155PROD_density_espfit.pdb
Bella L. Grigorenko
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (PROD), NWChem QM/MM optimization, 155 QM atoms, density espfit protocol
Simulations:
---
83REAC_density_static.pdb
Igor Polyakov
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (REAC), NWChem QM/MM optimization, 83 QM atoms, density static protocol
Simulations:
---
83INT_QChem.pdb
Goran Giudetti
University of Southern California, Department of Chemistry -- Anna I. Krylov research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (INT), Q-Chem QM/MM optimization, 83 QM atoms
Simulations:
---
SARS-CoV-2 main protease model for MD simulations
Matt Hurley
Temple University -- Chemistry Department -- Voelz Lab
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Model of the main protease (Mpro/3cl) of SARS-CoV-2 virus.
Structures used for these simulations were obtained using x-ray crystallography from Diamond Light Source via Tim Dudgeon.
A directory of all structures used can be found on our AWS bucket using the AWS CLI:
aws s3 --no-sign-request sync s3://fah-public-data-covid19-absolute-free-energy/receptor_structures .
These conformations were used for all listed simulations pertaining to absolute free energy of protease inhibitors. A detailed database of which receptor was used for each simulation can be found in the dataframe listed in the url field.
Simulations:
Inhibition of viral polymerases
83INT_density_static.pdb
Igor Polyakov
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (INT), NWChem QM/MM optimization, 83 QM atoms, density static protocol
Simulations:
---
155REAC_density_static.pdb
Bella L. Grigorenko
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (REAC), NWChem QM/MM optimization, 155 QM atoms, density static protocol
Simulations:
---
155PROD_density_static.pdb
Bella L. Grigorenko
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (PROD), NWChem QM/MM optimization, 155 QM atoms, density static protocol
Simulations:
---
Docked Structures of a small molecule inhibitor (X77) to SARS-CoV-2 Mpro
Helen M. Deeks
University of Bristol -- Intangible Realities Laboratory
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 6M03 6W63
Links to the docked structures of a small molecule inhibitor (X77) to (i) an Apo SARS-CoV-2 Mpro, and (i) an Inhibitor complexed SARS-CoV-2 Mpro. The docking was performed 5 times for each Mpro target using interactive molecular dynamics in virtual reality both with (protocol 2, restrained) and without (protocol 3, fully flexible) backbone restraints during the VR simulation. Another protocol (protocol 1) was also used following docking procedures presented in our previous work (https://doi.org/10.1371/journal.pone.0228461). There are 15 structures in total.
Simulations:
---
83PROD_QChem.pdb
Goran Giudetti
University of Southern California, Department of Chemistry -- Anna I. Krylov research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (PROD), Q-Chem QM/MM optimization, 83 QM atoms
Simulations:
---
83TS_density_espfit.pdb
Igor Polyakov
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (TS), NWChem QM/MM optimization, 83 QM atoms
Simulations:
---
155PROD_density_espfit.pdb
Bella L. Grigorenko
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (PROD), NWChem QM/MM optimization, 155 QM atoms, density espfit protocol
Simulations:
---
83REAC_density_static.pdb
Igor Polyakov
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (REAC), NWChem QM/MM optimization, 83 QM atoms, density static protocol
Simulations:
---
83INT_QChem.pdb
Goran Giudetti
University of Southern California, Department of Chemistry -- Anna I. Krylov research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (INT), Q-Chem QM/MM optimization, 83 QM atoms
Simulations:
---
83PROD_density_espfit.pdb
Igor Polyakov
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (PROD), NWChem QM/MM optimization, 83 QM atoms, density espfit protocol
Simulations:
---
Docked Structures of the N-terminal natural substrate to SARS-CoV and SARS-CoV-2 Mpro
Rebecca K. Walters
University of Bristol -- Intangible Realities Laboratory
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 6M03 6W63 2Q6G
Links to the docked structures of the N-terminal natural substrate of the SARS-CoV Mpro to (i) SARS-CoV Mpro, (ii) an Apo SARS-CoV-2 Mpro, and (iii) an Inhibitor complexed SARS-CoV-2 Mpro (where the inhibitor was deleted from the active site prior to docking). The docking was performed 5 times for each Mpro target using interactive molecular dynamics in virtual reality both with (protocol 2, restrained) and without (protocol 3, fully flexible) backbone restraints during the VR simulation. There are 30 structures in total.
Simulations:
---
155REAC_density_espfit.pdb
Bella L. Grigorenko
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (REAC), NWChem QM/MM optimization, 155 QM atoms, density espfit protocol
Simulations:
---
Coarse Grained COVID-19 main protease in apo form (PDB 6M03)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 6M03
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 17 mappings of different resolutions are currently available. These are generated from the original all-atom PDB structure.
Simulations:
---
83REAC_QChem.pdb
Goran Giudetti
University of Southern California, Department of Chemistry -- Anna I. Krylov research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (REAC), Q-Chem QM/MM optimization, 83 QM atoms
Simulations:
---
83PROD_density_static.pdb
Igor Polyakov
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (PROD), NWChem QM/MM optimization, 83 QM atoms, density static protocol
Simulations:
---
83REAC_density_espfit.pdb
Igor Polyakov
Lomonosov Moscow State University, Department of Chemistry -- Alexander V. Nemukhin research group
Represented Proteins: 3CLpro
Model: Files | Source Structure PDBs: 7BUY
Carmofur - Main Protease complex structure (REAC), NWChem QM/MM optimization, 83 QM atoms, density espfit protocol
Simulations:
---
No Targets Recorded
SARS-CoV-2 Macrodomain (NSP3)
SARS-CoV-2 Papain-like protease (NSP3)
Inhibition of PLpro protease activity
SARS-CoV-2 ligand-free (PDB 6W9C - chain C)
Chang Group
University of California, Riverside
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: 6W9C
MD simulations prepared using Amber18 MD package with GPU acceleration. Used FF14SB for the protein. Systems solvated with TIP3p water. Systems minimized in four stages, using Generalized Born implicit solvent to minimize the hydrogen atoms, then the protein sidechains, then the entire protein, and finally the entire solvated structure.
Simulations:
Apo SARS-CoV-2 PLPro (from PDB 6W9C C-chain)
Coarse Grained Inhibitors of Human Coronavirus Papain-Like Proteases (PDB 4OW0 ligands removed)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: 4OW0
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 12 mappings of different resolutions are available currently. The mappings are generated from the original all-atom PDB structure.
Simulations:
---
Refinement of AplhaFold PLpro C terminal by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Physics-based refinement of Google DeepMind AlphaFold models from early March 2020. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of SWISS-MODEL PL-Pro domain 4 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of SWISS-MODEL models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
SARS-CoV-2 ligand-free (PDB 6WRH)
Chang Group
University of California, Riverside
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: 6WRH
MD simulations prepared using Amber18 MD package with GPU acceleration. Used FF14SB for the protein. Systems solvated with TIP3p water. Systems minimized in four stages, using Generalized Born implicit solvent to minimize the hydrogen atoms, then the protein sidechains, then the entire protein, and finally the entire solvated structure.
Simulations:
Apo SARS-CoV-2 PLPro (from PDB 6WRH C-chain)
Coarse Grained Papain-like Protease (PDB 2FE8)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: 2FE8
Coarse graied (CG) mappings are generated from the DSGPM deep learning model.. Chains A,B and C are coarse grained separately. There are 24,23 and 24 mappings of different resolutions respectively. These are generated from the original all-atom PDB structure.
Simulations:
---
SARS-CoV-2 PLpro: ISOLDE refined model
Tristan Croll
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: 6W9C | Visualize: 3DMol.js
Refinement of 6w9c (a 2.7A X-ray structure) of papain-like protease of SARS-CoV-2 that contains three copies of the same chain in the asymmetric unit. Corrects several issues: * Corrects zinc site in chain A misidentified as a disulfide, and incompletely modeled site in chain B; the same zinc site is correctly modeled in chain C. * Cleans up lots of issues due to missing data (overall completeness 57.1%) See a complete description of the issues remedied by this model.
Simulations:
---
PLpro by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
SARS-CoV-1 ligand-bound (PDB 4OW0)
Chang Group
University of California, Riverside
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: 4OW0
MD simulations prepared using Amber18 MD package with GPU acceleration. Used FF14SB for the protein, GAFF2 for the ligands. Systems solvated with TIP3p water. Systems minimized in four stages, using Generalized Born implicit solvent to minimize the hydrogen atoms, then the protein sidechains, then the entire protein, and finally the entire solvated structure.
Simulations:
SWISS-MODEL PL-PRO
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
Refinement of SWISS-MODEL PL-Pro domain 5 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of SWISS-MODEL models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
SARS-CoV-2 ligand-bound (3k ligand was docked to protein conformation from 6W9C ligand-free MD)
Chang Group
University of California, Riverside
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: 6W9C
MD simulations prepared using Amber18 MD package with GPU acceleration. Used FF14SB for the protein, GAFF2 for the ligands. Systems solvated with TIP3p water. Systems minimized in four stages, using Generalized Born implicit solvent to minimize the hydrogen atoms, then the protein sidechains, then the entire protein, and finally the entire solvated structure.
Simulations:
3k bound SARS-CoV-2 PLPro (3k docked to frame from trajectory of PDB 6W9C C-chain)
Refinement of SWISS-MODEL PL-Pro domain 2 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of SWISS-MODEL models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of SWISS-MODEL PL-Pro domain 7 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of SWISS-MODEL models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
SARS-CoV-1 ligand-free (PDB 4OW0 ligand removed)
Chang Group
University of California, Riverside
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: 4OW0
MD simulations prepared using Amber18 MD package with GPU acceleration. Used FF14SB for the protein. Systems solvated with TIP3p water. Systems minimized in four stages, using Generalized Born implicit solvent to minimize the hydrogen atoms, then the protein sidechains, then the entire protein, and finally the entire solvated structure.
Simulations:
Refinement of PLpro by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Contact-based structure prediction using trRosetta. 10 models generated and the best scoring was refined through molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of RaptorX PLpro by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of RaptorX-Contact models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Inhibition of viral polymerases
Coarse Grained Papain-like Protease (PDB 2FE8)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: PLpro
Model: Files | Source Structure PDBs: 2FE8
Coarse graied (CG) mappings are generated from the DSGPM deep learning model.. Chains A,B and C are coarse grained separately. There are 24,23 and 24 mappings of different resolutions respectively. These are generated from the original all-atom PDB structure.
Simulations:
---
No Targets Recorded
SARS-CoV-2 RNA Polymerase (NSP12)
Inhibition of viral polymerases
SARS-CoV RdRP (NSP12) in complex with cofactors NSP7 and NSP8: ISOLDE refined model
Tristan Croll
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6NUR | Visualize: 3DMol.js
Refinement of 6nur that fixes misthreading in the vininity of residues 910-920 where residues were shifted within density by 9 residues. See a complete description of the issues remedied by this model.
Simulations:
---
RdRP by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: RdRP
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
SARS-CoV-2 apo-RdRp complex (nsp12+2*nsp8+nsp7) model for MD simulations
Vaibhav Modi
University of Jyväskylä -- Department of Chemistry and Nanoscience Center -- Computational Biomolecular Chemistry Group
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6NUR 6M71 7BTF 7BV1 | Visualize: 3DMol.js
Model of the apo-protein form of RdRp complex of the SARS-CoV-2 is built using homology modelling with the SARS-CoV-1 RdRp complex (PDB:6NUR) as template structure (https://doi.org/10.1038/s41467-019-10280-3). The modelled structure shows excellent fit (< 0.6 Å) to the SARS-CoV-2 RdRp complex (PDB:6M71,7BV1) kindly shared with us by Gao et.al. The fitted models have been equilibriated to perform long MD simulations.
Simulations:
Gromacs 300 ns MD of SARS-CoV-2 apo-RdRp model, All Atom model
SARS-CoV-2 RdRp complex (nsp12+2*nsp8+nsp7) + RNA template-primer + RTP (Remdesivir Tri-phosphate) model for MD simulations
Vaibhav Modi
University of Jyväskylä -- Department of Chemistry and Nanoscience Center -- Computational Biomolecular Chemistry Group
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6NUR 6M71 7BV2 | Visualize: 3DMol.js
Model of the RdRp + RNA + NTP complex of the SARS-CoV-2 with non-covalently bound NTP molecule is built using homology modelling with the SARS-CoV-1 RdRp complex (PDB:6NUR) as template structure (https://doi.org/10.1038/s41467-019-10280-3). The modelled structure shows excellent fit (< 0.6 Å) to the SARS-CoV-2 RdRp complex (PDB:6M71) kindly shared with us by Gao et.al. Further, the model of RdRp complex with RNA and Remdesivir molecule in Tri-phosphate form is modelled based on comparative fitting with previously known poliovirus and norovirus structres (with NTP molecule in hydrophobic cleft). The protein-RNA complex with Remdesivir shows excellent fit (< 0.5 Å) with the recently published RdRp complex with RNA template-primer and covalently bound Remdesivir in mono-phosphate form (PDB:7BV2, 6YYT) The fitted models have been equilibriated to perform long MD simulations.
Simulations:
SWISS-MODEL NSP7 + NSP8 + RdRP
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: NSP7 NSP8 RdRP
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
SARS-CoV-2 nsp7-nsp8-nsp12 RNA polymerase complex in aqueous solution
DESRES
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6M71 | Visualize: 3DMol.js
The C- and N-peptide termini capped with amide and acetyl groups respectively. The missing loops in the published structural models were manually built as extended peptide conformation. The missing part of Chain D was built through homology modeling using the structure of SARS-CoV-1 polymerase complex (PDB entry 6NUR). The system was neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
SARS-CoV-2 RdRp complex (nsp12+2*nsp8+nsp7) + RNA template-primer + ATP model for MD simulations
Vaibhav Modi
University of Jyväskylä -- Department of Chemistry and Nanoscience Center -- Computational Biomolecular Chemistry Group
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6NUR 7BTF 7BV2 6YYT | Visualize: 3DMol.js
Model of the RdRp + RNA + ATP complex of the SARS-CoV-2 with non-covalently bound ATP molecule is built using homology modelling with the SARS-CoV-1 RdRp complex (PDB:6NUR) as template structure (https://doi.org/10.1038/s41467-019-10280-3). The modelled structure shows excellent fit (< 0.6 Å) to the SARS-CoV-2 RdRp complex (PDB:6M71) kindly shared with us by Gao et.al. Further, the model of RdRp complex with RNA and ATP molecule in Tri-phosphate form is modelled based on comparative fitting with previously known poliovirus and norovirus structres (with NTP molecule in hydrophobic cleft). The protein-RNA complex with Remdesivir shows excellent fit (< 0.7 Å) with the recently published RdRp complex with RNA template-primer (PDB:7BV2, 6YYT). The fitted models have been equilibriated to perform long MD simulations.
Simulations:
Gromacs 100 ns MD of SARS-CoV-2 RdRp + RNA template-primer + ATP model, All Atom model
SARS-CoV-2 RdRP (NSP12) in complex with cofactors NSP7 and NSP8: ISOLDE refined model
Tristan Croll
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 7BTF | Visualize: 3DMol.js
Refinement of 7btf that fixes misthreading in the vininity of residues 910-920 where residues were shifted within density by 9 residues. See a complete description of the issues remedied by this model.
Simulations:
---
Docking-based repurposing study of approved drugs against truncated RdRp
P. I. Koukos, M. Réau, A. M. J. J Bonvin
Computational Structural Biology group, Bijvoet Centre for Biomolecular Research, Utrecht University
Represented Proteins: RdRP
Model: Files | Source Structure PDBs: 7BV2
Computational docking of the approved subset of Drugbank + active metabolites + investigational compounds of interest against the inhibitor-bound (remdesivir) RdRp. The receptor has been truncated by removing residues distant from the binding site to reduce the computational load. 3D conformers were generated from SMILES using OpenEye OMEGA with default settings.
Simulations:
HADDOCK docking of approved Drugbank set against RdRp
SARS-CoV-2 RdRP (NSP12) in complex with NSP7 and two copies of NSP8: ISOLDE refined model
Tristan Croll
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6M71 | Visualize: 3DMol.js
Refinement of 6m71 that fixes multiple issues: * Corrects incorrect modeling of both zinc binding sites (originally modeled as disulfides) * Corrects 1-2 dozen rotamer adjustments and peptide flips * Models C-terminal domain of chain D (one of the NSP8s) using well-resolved chain B See a complete description of the issues remedied by this model.
Simulations:
---
No Targets Recorded
Helicase coronavirus nonstructural protein 13 (NSP13)
Inhibition of nsp13 helicase activity
SWISS-MODEL Helicase
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: Helicase
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
Helicase (NSP13) by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: Helicase
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
Coronavirus nonstructural protein 1
No Targets Recorded
Refinement of nsp1 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: NSP1
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Contact-based structure prediction using trRosetta. 10 models generated and the best scoring was refined through molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of SWISS-MODEL nsp1 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: NSP1
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of SWISS-MODEL models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
NSP1 by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: NSP1
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
Coronavirus nonstructural protein 10
No Targets Recorded
NSP10 by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: NSP10
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
SWISS-MODEL NSP10 + NSP16
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: NSP10 NSP16
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
nsp14_nsp10_dry_segname_psf
Amaro Lab
University of California San Diego
Represented Proteins: NSP14 NSP10
Model: Files | Source Structure PDBs: 7MC6 5NFY
PSF for wild-type NSP14 in complex with NSP10 after water molecules and ions are stripped
Simulations:
Amber Trajectories of NSP14-NSP10 complex.
NAMD Trajectories of NSP14-NSP10 complex.
SWISS-MODEL NSP10 + NSP14
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: NSP10 NSP14
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
nsp14_rna_dry_segname_psf
Amaro Lab
University of California San Diego
Represented Proteins: NSP14 NSP10
Model: Files | Source Structure PDBs: 7MC6 5NFY 4FVU 4GV9
PSF for wild-type NSP14 in complex with NSP10 and RNA after water molecules and ions are stripped
Simulations:
NAMD Trajectories of NSP14-NSP10-RNA complex.
Amber Trajectories of NSP14-NSP10-RNA complex.
SWISS-MODEL NSP10
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: NSP10
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
Coronavirus nonstructural protein 11
Coronavirus nonstructural protein 14
No Targets Recorded
SWISS-MODEL NSP10 + NSP14
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: NSP10 NSP14
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
nsp14_rna_dry_segname_psf
Amaro Lab
University of California San Diego
Represented Proteins: NSP14 NSP10
Model: Files | Source Structure PDBs: 7MC6 5NFY 4FVU 4GV9
PSF for wild-type NSP14 in complex with NSP10 and RNA after water molecules and ions are stripped
Simulations:
Amber Trajectories of NSP14-NSP10-RNA complex.
NAMD Trajectories of NSP14-NSP10-RNA complex.
NSP14 by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: NSP14
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
nsp14_dry_segname_psf
Amaro Lab
University of California San Diego
Represented Proteins: NSP14
Model: Files | Source Structure PDBs: 7MC6 5NFY
PSF for wild-type NSP14 protein after water molecules and ions are stripped
Simulations:
NAMD Trajectories of full-length NSP14 protein.
NAMD Trajectories of full-length NSP14 protein.
nsp14_nsp10_dry_segname_psf
Amaro Lab
University of California San Diego
Represented Proteins: NSP14 NSP10
Model: Files | Source Structure PDBs: 7MC6 5NFY
PSF for wild-type NSP14 in complex with NSP10 after water molecules and ions are stripped
Simulations:
Amber Trajectories of NSP14-NSP10 complex.
NAMD Trajectories of NSP14-NSP10 complex.
Coronavirus nonstructural protein 15
No Targets Recorded
NSP15 by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: NSP15
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
SWISS-MODEL NSP15
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: NSP15
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
Coronavirus nonstructural protein 16
No Targets Recorded
SWISS-MODEL NSP10 + NSP16
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: NSP10 NSP16
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
NSP16 by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: NSP16
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
Coronavirus nonstructural protein 2
No Targets Recorded
NSP2 by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: NSP2
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
Refinement of AplhaFold nsp2 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: NSP2
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Physics-based refinement of Google DeepMind AlphaFold models from early March 2020. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of Baker nsp2 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: NSP2
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of Baker lab’s models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of RaptorX nsp2 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: NSP2
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of RaptorX-Contact models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of nsp2 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: NSP2
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Contact-based structure prediction using trRosetta. 10 models generated and the best scoring was refined through molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Coronavirus nonstructural protein 4
No Targets Recorded
Refinement of NSP4 in membrane environment by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: NSP4
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Model re-built with additional information. Refined with consideration of membrane environment. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of nsp4 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: NSP4
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Contact-based structure prediction using trRosetta. 10 models generated and the best scoring was refined through molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of AplhaFold nsp4 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: NSP4
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Physics-based refinement of Google DeepMind AlphaFold models from early March 2020. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of RaptorX nsp4 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: NSP4
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of RaptorX-Contact models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
SWISS-MODEL NSP4
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: NSP4
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
NSP4 by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: NSP4
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
Refinement of SWISS-MODEL NSP4 domain 3 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: NSP4
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of SWISS-MODEL models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Coronavirus nonstructural protein 6
No Targets Recorded
NSP6 by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: NSP6
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
Refinement of nsp6 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: NSP6
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Contact-based structure prediction using trRosetta. 10 models generated and the best scoring was refined through molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of AplhaFold nsp6 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: NSP6
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Physics-based refinement of Google DeepMind AlphaFold models from early March 2020. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of NSP6 in membrane environment by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: NSP6
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Used the AlphaFold model, refined with consideration of membrane environment. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of RaptorX nsp6 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: NSP6
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of RaptorX-Contact models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Coronavirus nonstructural protein 7
Inhibition of viral polymerases
SARS-CoV-2 nsp7-nsp8-nsp12 RNA polymerase complex in aqueous solution
DESRES
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6M71 | Visualize: 3DMol.js
The C- and N-peptide termini capped with amide and acetyl groups respectively. The missing loops in the published structural models were manually built as extended peptide conformation. The missing part of Chain D was built through homology modeling using the structure of SARS-CoV-1 polymerase complex (PDB entry 6NUR). The system was neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
SARS-CoV-2 RdRp complex (nsp12+2*nsp8+nsp7) + RNA template-primer + ATP model for MD simulations
Vaibhav Modi
University of Jyväskylä -- Department of Chemistry and Nanoscience Center -- Computational Biomolecular Chemistry Group
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6NUR 7BTF 7BV2 6YYT | Visualize: 3DMol.js
Model of the RdRp + RNA + ATP complex of the SARS-CoV-2 with non-covalently bound ATP molecule is built using homology modelling with the SARS-CoV-1 RdRp complex (PDB:6NUR) as template structure (https://doi.org/10.1038/s41467-019-10280-3). The modelled structure shows excellent fit (< 0.6 Å) to the SARS-CoV-2 RdRp complex (PDB:6M71) kindly shared with us by Gao et.al. Further, the model of RdRp complex with RNA and ATP molecule in Tri-phosphate form is modelled based on comparative fitting with previously known poliovirus and norovirus structres (with NTP molecule in hydrophobic cleft). The protein-RNA complex with Remdesivir shows excellent fit (< 0.7 Å) with the recently published RdRp complex with RNA template-primer (PDB:7BV2, 6YYT). The fitted models have been equilibriated to perform long MD simulations.
Simulations:
Gromacs 100 ns MD of SARS-CoV-2 RdRp + RNA template-primer + ATP model, All Atom model
SARS-CoV-2 RdRP (NSP12) in complex with cofactors NSP7 and NSP8: ISOLDE refined model
Tristan Croll
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 7BTF | Visualize: 3DMol.js
Refinement of 7btf that fixes misthreading in the vininity of residues 910-920 where residues were shifted within density by 9 residues. See a complete description of the issues remedied by this model.
Simulations:
---
SARS-CoV-2 RdRP (NSP12) in complex with NSP7 and two copies of NSP8: ISOLDE refined model
Tristan Croll
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6M71 | Visualize: 3DMol.js
Refinement of 6m71 that fixes multiple issues: * Corrects incorrect modeling of both zinc binding sites (originally modeled as disulfides) * Corrects 1-2 dozen rotamer adjustments and peptide flips * Models C-terminal domain of chain D (one of the NSP8s) using well-resolved chain B See a complete description of the issues remedied by this model.
Simulations:
---
Coarse Grained Apo NSP7, NSP8 Molecules (PDB 7BV1)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: NSP7 NSP8
Model: Files | Source Structure PDBs: 7BV1
Coarse graied (CG) mappings are generated from DSGPM deep learning model.. Molecules NSP 7 (chain C) and NSP 8 (chains B and D) of the apo nsp12-nsp7-nsp8 complex are coarse grained separately. There are 10 and 19 mappings of different resolutions respectively. These are generated from the original all-atom PDB structure.
Simulations:
---
SARS-CoV RdRP (NSP12) in complex with cofactors NSP7 and NSP8: ISOLDE refined model
Tristan Croll
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6NUR | Visualize: 3DMol.js
Refinement of 6nur that fixes misthreading in the vininity of residues 910-920 where residues were shifted within density by 9 residues. See a complete description of the issues remedied by this model.
Simulations:
---
SARS-CoV-2 apo-RdRp complex (nsp12+2*nsp8+nsp7) model for MD simulations
Vaibhav Modi
University of Jyväskylä -- Department of Chemistry and Nanoscience Center -- Computational Biomolecular Chemistry Group
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6NUR 6M71 7BTF 7BV1 | Visualize: 3DMol.js
Model of the apo-protein form of RdRp complex of the SARS-CoV-2 is built using homology modelling with the SARS-CoV-1 RdRp complex (PDB:6NUR) as template structure (https://doi.org/10.1038/s41467-019-10280-3). The modelled structure shows excellent fit (< 0.6 Å) to the SARS-CoV-2 RdRp complex (PDB:6M71,7BV1) kindly shared with us by Gao et.al. The fitted models have been equilibriated to perform long MD simulations.
Simulations:
Gromacs 300 ns MD of SARS-CoV-2 apo-RdRp model, All Atom model
SARS-CoV-2 RdRp complex (nsp12+2*nsp8+nsp7) + RNA template-primer + RTP (Remdesivir Tri-phosphate) model for MD simulations
Vaibhav Modi
University of Jyväskylä -- Department of Chemistry and Nanoscience Center -- Computational Biomolecular Chemistry Group
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6NUR 6M71 7BV2 | Visualize: 3DMol.js
Model of the RdRp + RNA + NTP complex of the SARS-CoV-2 with non-covalently bound NTP molecule is built using homology modelling with the SARS-CoV-1 RdRp complex (PDB:6NUR) as template structure (https://doi.org/10.1038/s41467-019-10280-3). The modelled structure shows excellent fit (< 0.6 Å) to the SARS-CoV-2 RdRp complex (PDB:6M71) kindly shared with us by Gao et.al. Further, the model of RdRp complex with RNA and Remdesivir molecule in Tri-phosphate form is modelled based on comparative fitting with previously known poliovirus and norovirus structres (with NTP molecule in hydrophobic cleft). The protein-RNA complex with Remdesivir shows excellent fit (< 0.5 Å) with the recently published RdRp complex with RNA template-primer and covalently bound Remdesivir in mono-phosphate form (PDB:7BV2, 6YYT) The fitted models have been equilibriated to perform long MD simulations.
Simulations:
SWISS-MODEL NSP7 + NSP8 + RdRP
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: NSP7 NSP8 RdRP
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
Coarse Grained RNA-dependent RNA polymerase (PDB 6M71)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: NSP7 NSP8
Model: Files | Source Structure PDBs: 6M71
Coarse graied (CG) mappings are generated from the DSGPM deep learning model.. Molecules NSP 7 (chain C) and NSP 8 (chains A and B) of the RNA-dependent RNA polymerase are coarse grained separately. There are 10 and 15 mappings of different resolutions respectively. These are generated from the original all-atom PDB structure.
Simulations:
---
NSP7 by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: NSP7
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
SWISS-MODEL NSP7 + NSP8
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: NSP7 NSP8
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
No Targets Recorded
Coronavirus nonstructural protein 8
Inhibition of viral polymerases
Coarse Grained RNA-dependent RNA polymerase (PDB 6M71)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: NSP7 NSP8
Model: Files | Source Structure PDBs: 6M71
Coarse graied (CG) mappings are generated from the DSGPM deep learning model.. Molecules NSP 7 (chain C) and NSP 8 (chains A and B) of the RNA-dependent RNA polymerase are coarse grained separately. There are 10 and 15 mappings of different resolutions respectively. These are generated from the original all-atom PDB structure.
Simulations:
---
NSP8 by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: NSP8
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
SWISS-MODEL NSP7 + NSP8
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: NSP7 NSP8
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
SARS-CoV-2 nsp7-nsp8-nsp12 RNA polymerase complex in aqueous solution
DESRES
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6M71 | Visualize: 3DMol.js
The C- and N-peptide termini capped with amide and acetyl groups respectively. The missing loops in the published structural models were manually built as extended peptide conformation. The missing part of Chain D was built through homology modeling using the structure of SARS-CoV-1 polymerase complex (PDB entry 6NUR). The system was neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
SARS-CoV-2 RdRp complex (nsp12+2*nsp8+nsp7) + RNA template-primer + ATP model for MD simulations
Vaibhav Modi
University of Jyväskylä -- Department of Chemistry and Nanoscience Center -- Computational Biomolecular Chemistry Group
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6NUR 7BTF 7BV2 6YYT | Visualize: 3DMol.js
Model of the RdRp + RNA + ATP complex of the SARS-CoV-2 with non-covalently bound ATP molecule is built using homology modelling with the SARS-CoV-1 RdRp complex (PDB:6NUR) as template structure (https://doi.org/10.1038/s41467-019-10280-3). The modelled structure shows excellent fit (< 0.6 Å) to the SARS-CoV-2 RdRp complex (PDB:6M71) kindly shared with us by Gao et.al. Further, the model of RdRp complex with RNA and ATP molecule in Tri-phosphate form is modelled based on comparative fitting with previously known poliovirus and norovirus structres (with NTP molecule in hydrophobic cleft). The protein-RNA complex with Remdesivir shows excellent fit (< 0.7 Å) with the recently published RdRp complex with RNA template-primer (PDB:7BV2, 6YYT). The fitted models have been equilibriated to perform long MD simulations.
Simulations:
Gromacs 100 ns MD of SARS-CoV-2 RdRp + RNA template-primer + ATP model, All Atom model
SARS-CoV-2 RdRP (NSP12) in complex with cofactors NSP7 and NSP8: ISOLDE refined model
Tristan Croll
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 7BTF | Visualize: 3DMol.js
Refinement of 7btf that fixes misthreading in the vininity of residues 910-920 where residues were shifted within density by 9 residues. See a complete description of the issues remedied by this model.
Simulations:
---
SARS-CoV-2 RdRP (NSP12) in complex with NSP7 and two copies of NSP8: ISOLDE refined model
Tristan Croll
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6M71 | Visualize: 3DMol.js
Refinement of 6m71 that fixes multiple issues: * Corrects incorrect modeling of both zinc binding sites (originally modeled as disulfides) * Corrects 1-2 dozen rotamer adjustments and peptide flips * Models C-terminal domain of chain D (one of the NSP8s) using well-resolved chain B See a complete description of the issues remedied by this model.
Simulations:
---
Coarse Grained Apo NSP7, NSP8 Molecules (PDB 7BV1)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: NSP7 NSP8
Model: Files | Source Structure PDBs: 7BV1
Coarse graied (CG) mappings are generated from DSGPM deep learning model.. Molecules NSP 7 (chain C) and NSP 8 (chains B and D) of the apo nsp12-nsp7-nsp8 complex are coarse grained separately. There are 10 and 19 mappings of different resolutions respectively. These are generated from the original all-atom PDB structure.
Simulations:
---
SARS-CoV RdRP (NSP12) in complex with cofactors NSP7 and NSP8: ISOLDE refined model
Tristan Croll
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6NUR | Visualize: 3DMol.js
Refinement of 6nur that fixes misthreading in the vininity of residues 910-920 where residues were shifted within density by 9 residues. See a complete description of the issues remedied by this model.
Simulations:
---
SARS-CoV-2 apo-RdRp complex (nsp12+2*nsp8+nsp7) model for MD simulations
Vaibhav Modi
University of Jyväskylä -- Department of Chemistry and Nanoscience Center -- Computational Biomolecular Chemistry Group
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6NUR 6M71 7BTF 7BV1 | Visualize: 3DMol.js
Model of the apo-protein form of RdRp complex of the SARS-CoV-2 is built using homology modelling with the SARS-CoV-1 RdRp complex (PDB:6NUR) as template structure (https://doi.org/10.1038/s41467-019-10280-3). The modelled structure shows excellent fit (< 0.6 Å) to the SARS-CoV-2 RdRp complex (PDB:6M71,7BV1) kindly shared with us by Gao et.al. The fitted models have been equilibriated to perform long MD simulations.
Simulations:
Gromacs 300 ns MD of SARS-CoV-2 apo-RdRp model, All Atom model
SARS-CoV-2 RdRp complex (nsp12+2*nsp8+nsp7) + RNA template-primer + RTP (Remdesivir Tri-phosphate) model for MD simulations
Vaibhav Modi
University of Jyväskylä -- Department of Chemistry and Nanoscience Center -- Computational Biomolecular Chemistry Group
Represented Proteins: RdRP NSP7 NSP8
Model: Files | Source Structure PDBs: 6NUR 6M71 7BV2 | Visualize: 3DMol.js
Model of the RdRp + RNA + NTP complex of the SARS-CoV-2 with non-covalently bound NTP molecule is built using homology modelling with the SARS-CoV-1 RdRp complex (PDB:6NUR) as template structure (https://doi.org/10.1038/s41467-019-10280-3). The modelled structure shows excellent fit (< 0.6 Å) to the SARS-CoV-2 RdRp complex (PDB:6M71) kindly shared with us by Gao et.al. Further, the model of RdRp complex with RNA and Remdesivir molecule in Tri-phosphate form is modelled based on comparative fitting with previously known poliovirus and norovirus structres (with NTP molecule in hydrophobic cleft). The protein-RNA complex with Remdesivir shows excellent fit (< 0.5 Å) with the recently published RdRp complex with RNA template-primer and covalently bound Remdesivir in mono-phosphate form (PDB:7BV2, 6YYT) The fitted models have been equilibriated to perform long MD simulations.
Simulations:
SWISS-MODEL NSP7 + NSP8 + RdRP
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: NSP7 NSP8 RdRP
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
No Targets Recorded
Coronavirus nonstructural protein 9
No Targets Recorded
NSP9 by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: NSP9
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
SWISS-MODEL NSP9
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: NSP9
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
Models of Viral Open Reading Frame Proteins
Coronavirus Open Reading Frame 10
No Targets Recorded
Refinement of ORF10 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: ORF10
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Contact-based structure prediction using trRosetta. 10 models generated and the best scoring was refined through molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of RaptorX ORF10 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: ORF10
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of RaptorX-Contact models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
ORF10 by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: ORF10
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
Coronavirus Open Reading Frame 3a
No Targets Recorded
ORF3a by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: ORF3a
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
Refinement of AplhaFold ORF3a by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: ORF3a
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Physics-based refinement of Google DeepMind AlphaFold models from early March 2020. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of RaptorX ORF3a by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: ORF3a
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of RaptorX-Contact models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of ORF3a by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: ORF3a
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Contact-based structure prediction using trRosetta. 10 models generated and the best scoring was refined through molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Coronavirus Open Reading Frame 6
No Targets Recorded
Refinement of ORF6 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: ORF6
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Contact-based structure prediction using trRosetta. 10 models generated and the best scoring was refined through molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
ORF6 by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: ORF6
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
Refinement of RaptorX ORF6 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: ORF6
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of RaptorX-Contact models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Coronavirus Open Reading Frame 7a
No Targets Recorded
Refinement of ORF7a by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: ORF7a
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Contact-based structure prediction using trRosetta. 10 models generated and the best scoring was refined through molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of SWISS-MODEL ORF7a by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: ORF7a
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of SWISS-MODEL models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
ORF7a by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: ORF7a
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
SWISS-MODEL Protein 7a
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: ORF7a
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
Coronavirus Open Reading Frame 7b
No Targets Recorded
Refinement of ORF7b by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: ORF7b
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Contact-based structure prediction using trRosetta. 10 models generated and the best scoring was refined through molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of RaptorX ORF7b by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: ORF7b
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of RaptorX-Contact models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Coronavirus Open Reading Frame 8
No Targets Recorded
ORF8 by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: ORF8
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
Refinement of RaptorX ORF8 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: ORF8
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of RaptorX-Contact models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of ORF8 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: ORF8
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Contact-based structure prediction using trRosetta. 10 models generated and the best scoring was refined through molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of SWISS-MODEL ORF8 by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: ORF8
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of SWISS-MODEL models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Models of Viral Membrane Proteins
Membrane Glycoprotein
No Targets Recorded
M protein by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: M protein
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
Refinement of M_protein by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: M protein
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Contact-based structure prediction using trRosetta. 10 models generated and the best scoring was refined through molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of RaptorX M_protein by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: M protein
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
FeigLab refinement of RaptorX-Contact models. Refinement performed using a protocol based on molecular dynamics (MD) simulations. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of AplhaFold M_protein by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: M protein
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Physics-based refinement of Google DeepMind AlphaFold models from early March 2020. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
---
Refinement of M Protein in membrane environment by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: M protein
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Monomer structure revised using FeigLab and AlphaFold models. Refined with consideration of membrane environment. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
Models of Viral Envelope Proteins
Envelope small membrane protein
No Targets Recorded
Refinement of E protein in membrane environment by FeigLab
Feig Computational Biophysics Lab
Michigan State University
Represented Proteins: E protein
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
Monomer structure produced using FeigLab pipeline. Refined with consideration of membrane environment. See https://github.com/feiglab/sars-cov-2-proteins for a complete description of the process.
Simulations:
All-atom molecular dynamics simulations of SARS-CoV-2 envelope protein E in the monomeric form
Coarse-grained molecular dynamics simulations of SARS-CoV-2 envelope protein E in the monomeric form
E protein by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: E protein
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
Models of Viral Nucleocapsid Proteins
Nucleoprotein
No Targets Recorded
SWISS-MODEL N Protein
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: N protein
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
N protein by Yang Zhang lab
Chengxin Zhang, Wei Zheng, Xiaoqiang Huang, Eric W. Bell, Xiaogen Zhou, Yang Zhang
Depeartment of Computational Medicine and Bioinformatics -- University of Michigan -- Yang Zhang
Represented Proteins: N protein
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
model from deep learning contact-map assisted C-I-TASSER structure simulation
Simulations:
---
Models of Host Proteins
Angiotensin-converting enzyme 2 (ACE2)
Blocking SARS-CoV-2 Spike protein binding to human ACE2 receptor
Docking-based repurposing study of approved drugs against truncated human ACE2 ectodomain (inhibitor-bound closed state)
P. I. Koukos, M. Réau, A. M. J. J Bonvin
Computational Structural Biology group, Bijvoet Centre for Biomolecular Research, Utrecht University
Represented Proteins: ACE2
Model: Files | Source Structure PDBs: 1R4L
Computational docking of the approved subset of Drugbank + active metabolites + investigational compounds of interest against the inhibitor-bound (closed-state) ectodomain of hACE2. The receptor has been truncated by removing residues distant from the binding site to reduce the computational load. 3D conformers were generated from SMILES using OpenEye OMEGA with default settings.
Simulations:
HADDOCK docking of approved Drugbank set against human ACE2 ectodomain
SARS-CoV-2 spike receptor-binding domain bound with ACE2: ISOLDE refined model
Tristan Croll
Represented Proteins: spike RBD ACE2
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Refinement of 6m0j that fixes multiple issues: * Adds/extend GlcNAcs in ACE2 * Fixes backwards His374 (zinc binding site) * Corrects incorrect modeling of both zinc binding sites (originally modeled as disulfides) * Corrects rotamer adjustments and peptide flips See a complete description of the issues remedied by this model.
Simulations:
---
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 2 salt bridges
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 2 salt bridges from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_2SB_FigS1.pdb
Simulations:
---
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 3 salt bridges
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 3 salt bridges from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_3SB_FigS1.pdb
Simulations:
---
Native Human Angiotensin Converting Enzyme-Related Carboxypeptidase (ACE2): ISOLDE refined model
Tristan Croll
Represented Proteins: ACE2
Model: Files | Source Structure PDBs: 1R42 | Visualize: 3DMol.js
Refinement of 1r42 that fixes multiple issues: * Merges in missing C-terminal domain from 6m17 See a complete description of the issues remedied by this model.
Simulations:
---
Beta variant SARS-CoV-2 Spike RBD-ACE2 complex with K484-E75 salt bridge
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of Beta variant SARS-CoV-2 Spike RBD-ACE2 complex with K484-E75 salt bridge from in silico mutation and MD simulation filename is MD_Beta_RBD_ACE2_1SB_K484E75_Fig1.pdb
Simulations:
---
Chimeric RBD in complex with human ACE2
DESRES
Represented Proteins: ACE2 RBD
Model: Files | Source Structure PDBs: 6VW1 | Visualize: 3DMol.js
The complex model was solvated in a ~140 Å box of 200 mM NaCl and water, and parameterized with the DES-Amber protein and ion force field, the TIP4P-D water model, and an in-house force field derived from GAFF.
Simulations:
---
Spike protein in complex with human ACE2
Oostenbrink Lab
University of Natural Resources and Life Sciences, Vienna
Represented Proteins: spike ACE2
Model: Files | Source Structure PDBs: 6VYB 6M17
Atomistic model of the Spike protein in complex with the human ACE2 receptor, most probale glycosylations are added.
Simulations:
Trajectory of the Spike protein in complex with human ACE2
Coarse Grained 1r4l Structures (PDB 1R4L ligand removed)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: ACE2
Model: Files | Source Structure PDBs: 1R4L
Coarse graied (CG) mappings prepared with DSGPM deep learning model. There are 20 mappings of different resolutions generated from the original all-atom PDB structure.
Simulations:
---
Coarse Grained ACE2 (PDB 1R42 ligands removed)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: ACE2
Model: Files | Source Structure PDBs: 1R42
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 20 mappings of different resolutions are currently available. The mappings are generated from the original all-atom PDB structure.
Simulations:
---
Chimeric RBD in complex with human ACE2
DESRES
Represented Proteins: ACE2 RBD
Model: Files | Source Structure PDBs: 6VW1 | Visualize: 3DMol.js
The complex model was solvated in a ~140 Å box of 200 mM NaCl and water, and parameterized with the DES-Amber protein and ion force field, the TIP4P-D water model, and an in-house force field derived from GAFF.
Simulations:
---
Coarse Grained RBD/ACE2-B0AT1 complex (PDB 6M17)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: RBD ACE2
Model: Files | Source Structure PDBs: 6M17
Coarse graied (CG) mappings are generated from the DSGPM deep learning model.. Chains A,C,E and F of the RBD/ACE2-B0AT1 complex are coarse grained separately. There are 16,16,12 and 12 mappings of different resolutions respectively. These were generated from the original all-atom PDB structure.
Simulations:
---
SARS-CoV-2 spike receptor-binding domain bound with ACE2
Negin Forouzesh, Alexey Onufriev
California State University, Los Angeles and Virginia Tech
Represented Proteins: spike RBD ACE2
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Truncated structure of SARS-CoV-2 spike receptor-binding domain bound with the human ACE2 receptor.
Simulations:
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 1 salt bridge
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 1 salt bridge from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_1SB_FigS1.pdb
Simulations:
---
Human ACE2 ectodomain in aqueous solution (inhibitor-bound closed state)
DESRES
Represented Proteins: ACE2
Model: Files | Source Structure PDBs: 1R4L | Visualize: 3DMol.js
The C- and A- peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
DESRES-ANTON-10875754 10 µs simulation trajectory of the human ACE2 ectodomain in aqueous solution
DESRES-ANTON-10875754 10 µs simulation trajectory of the human ACE2 ectodomain, no water or ions
SWISS-MODEL Spike + ACE2
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: spike ACE2
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
Structure of SARS coronavirus spike receptor-binding domain complexed with its receptor in aqueous solution
DESRES
Represented Proteins: ACE2 RBD
Model: Files | Source Structure PDBs: 2AJF | Visualize: 3DMol.js
The C- and A- peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M. The interval between frames is 1.2 ns.
Simulations:
A 10 µs simulation of a SARS-CoV-1 and SARS-CoV-2 chimera-ACE2 complex, no water or ions
SARS-CoV-2 RBD/ACE2-B0AT1 complex in aqueous solution
DESRES
Represented Proteins: ACE2 RBD BoAT1
Model: Files | Source Structure PDBs: 6M17 | Visualize: 3DMol.js
The C- and A- peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M. The interval between frames is 1.2 ns.
Simulations:
DESRES-ANTON-10905033 10 µs simulation of the SARS-CoV-2-ACE2 complex, no water or ions
DESRES-ANTON-10905033 10 µs simulation of the SARS-CoV-2-ACE2 complex in aqueous solution
Human ACE2 ectodomain in aqueous solution (apo open state)
DESRES
Represented Proteins: ACE2
Model: Files | Source Structure PDBs: 1R42 | Visualize: 3DMol.js
The C- and A- peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
DESRES-ANTON-10875753 10 µs simulation trajectory of the human ACE2 ectodomain, no water or ions
DESRES-ANTON-10875753 10 µs simulation trajectory of the human ACE2 ectodomain in aqueous solution
Native Human Angiotensin Converting Enzyme-Related Carboxypeptidase (ACE2): ISOLDE refined model with glycans
William Glass
Represented Proteins: ACE2
Model: Files | Source Structure PDBs: 1R42 | Visualize: 3DMol.js
Takes the ACE2 (Chain A) from the 1r42 refined model, builds all glycans using PyMOL, and refines clashes using ISOLDE. See a complete description of the workflow for building and refining the glycosylated model.
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD bound to human ACE2
Folding@home simulations of the SARS-CoV-2 spike RBD with N501Y mutation bound to human ACE2
Inhibiting cleavage of the SARS-CoV-2 spike protein
Beta variant SARS-CoV-2 Spike RBD-ACE2 complex with K484-E75 salt bridge
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of Beta variant SARS-CoV-2 Spike RBD-ACE2 complex with K484-E75 salt bridge from in silico mutation and MD simulation filename is MD_Beta_RBD_ACE2_1SB_K484E75_Fig1.pdb
Simulations:
---
Spike protein in complex with human ACE2
Oostenbrink Lab
University of Natural Resources and Life Sciences, Vienna
Represented Proteins: spike ACE2
Model: Files | Source Structure PDBs: 6VYB 6M17
Atomistic model of the Spike protein in complex with the human ACE2 receptor, most probale glycosylations are added.
Simulations:
Trajectory of the Spike protein in complex with human ACE2
SARS-CoV-2 spike receptor-binding domain bound with ACE2
Negin Forouzesh, Alexey Onufriev
California State University, Los Angeles and Virginia Tech
Represented Proteins: spike RBD ACE2
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Truncated structure of SARS-CoV-2 spike receptor-binding domain bound with the human ACE2 receptor.
Simulations:
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 1 salt bridge
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 1 salt bridge from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_1SB_FigS1.pdb
Simulations:
---
SWISS-MODEL Spike + ACE2
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: spike ACE2
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
SARS-CoV-2 spike receptor-binding domain bound with ACE2: ISOLDE refined model
Tristan Croll
Represented Proteins: spike RBD ACE2
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Refinement of 6m0j that fixes multiple issues: * Adds/extend GlcNAcs in ACE2 * Fixes backwards His374 (zinc binding site) * Corrects incorrect modeling of both zinc binding sites (originally modeled as disulfides) * Corrects rotamer adjustments and peptide flips See a complete description of the issues remedied by this model.
Simulations:
---
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 2 salt bridges
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 2 salt bridges from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_2SB_FigS1.pdb
Simulations:
---
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 3 salt bridges
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 3 salt bridges from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_3SB_FigS1.pdb
Simulations:
---
Inhibition of formation of the viral fusion core
Chimeric RBD in complex with human ACE2
DESRES
Represented Proteins: ACE2 RBD
Model: Files | Source Structure PDBs: 6VW1 | Visualize: 3DMol.js
The complex model was solvated in a ~140 Å box of 200 mM NaCl and water, and parameterized with the DES-Amber protein and ion force field, the TIP4P-D water model, and an in-house force field derived from GAFF.
Simulations:
---
Spike protein in complex with human ACE2
Oostenbrink Lab
University of Natural Resources and Life Sciences, Vienna
Represented Proteins: spike ACE2
Model: Files | Source Structure PDBs: 6VYB 6M17
Atomistic model of the Spike protein in complex with the human ACE2 receptor, most probale glycosylations are added.
Simulations:
Trajectory of the Spike protein in complex with human ACE2
Coarse Grained 1r4l Structures (PDB 1R4L ligand removed)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: ACE2
Model: Files | Source Structure PDBs: 1R4L
Coarse graied (CG) mappings prepared with DSGPM deep learning model. There are 20 mappings of different resolutions generated from the original all-atom PDB structure.
Simulations:
---
Coarse Grained ACE2 (PDB 1R42 ligands removed)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: ACE2
Model: Files | Source Structure PDBs: 1R42
Coarse graied (CG) mappings are generated from the DSGPM deep learning model. 20 mappings of different resolutions are currently available. The mappings are generated from the original all-atom PDB structure.
Simulations:
---
Chimeric RBD in complex with human ACE2
DESRES
Represented Proteins: ACE2 RBD
Model: Files | Source Structure PDBs: 6VW1 | Visualize: 3DMol.js
The complex model was solvated in a ~140 Å box of 200 mM NaCl and water, and parameterized with the DES-Amber protein and ion force field, the TIP4P-D water model, and an in-house force field derived from GAFF.
Simulations:
---
Coarse Grained RBD/ACE2-B0AT1 complex (PDB 6M17)
Geemi Wellawatte, White Lab, University of Rochester
Zhiheng Li, Xu Group, University of Rochester (contributor)
Represented Proteins: RBD ACE2
Model: Files | Source Structure PDBs: 6M17
Coarse graied (CG) mappings are generated from the DSGPM deep learning model.. Chains A,C,E and F of the RBD/ACE2-B0AT1 complex are coarse grained separately. There are 16,16,12 and 12 mappings of different resolutions respectively. These were generated from the original all-atom PDB structure.
Simulations:
---
SARS-CoV-2 spike receptor-binding domain bound with ACE2
Negin Forouzesh, Alexey Onufriev
California State University, Los Angeles and Virginia Tech
Represented Proteins: spike RBD ACE2
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Truncated structure of SARS-CoV-2 spike receptor-binding domain bound with the human ACE2 receptor.
Simulations:
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 1 salt bridge
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 1 salt bridge from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_1SB_FigS1.pdb
Simulations:
---
Human ACE2 ectodomain in aqueous solution (inhibitor-bound closed state)
DESRES
Represented Proteins: ACE2
Model: Files | Source Structure PDBs: 1R4L | Visualize: 3DMol.js
The C- and A- peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
DESRES-ANTON-10875754 10 µs simulation trajectory of the human ACE2 ectodomain in aqueous solution
DESRES-ANTON-10875754 10 µs simulation trajectory of the human ACE2 ectodomain, no water or ions
SWISS-MODEL Spike + ACE2
SWISS-MODEL team, Schwede Group
Swiss Institute of Bioinformatics, Biozentrum, University of Basel
Represented Proteins: spike ACE2
Model: Files | Source Structure PDBs: ---
Full SARS-CoV-2 proteome modeled. Follow the Model link for weekly updated models and PDB structures. All models include global and per-residue quality estimates.
Simulations:
---
Structure of SARS coronavirus spike receptor-binding domain complexed with its receptor in aqueous solution
DESRES
Represented Proteins: ACE2 RBD
Model: Files | Source Structure PDBs: 2AJF | Visualize: 3DMol.js
The C- and A- peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M. The interval between frames is 1.2 ns.
Simulations:
A 10 µs simulation of a SARS-CoV-1 and SARS-CoV-2 chimera-ACE2 complex, no water or ions
SARS-CoV-2 RBD/ACE2-B0AT1 complex in aqueous solution
DESRES
Represented Proteins: ACE2 RBD BoAT1
Model: Files | Source Structure PDBs: 6M17 | Visualize: 3DMol.js
The C- and A- peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M. The interval between frames is 1.2 ns.
Simulations:
DESRES-ANTON-10905033 10 µs simulation of the SARS-CoV-2-ACE2 complex, no water or ions
DESRES-ANTON-10905033 10 µs simulation of the SARS-CoV-2-ACE2 complex in aqueous solution
Human ACE2 ectodomain in aqueous solution (apo open state)
DESRES
Represented Proteins: ACE2
Model: Files | Source Structure PDBs: 1R42 | Visualize: 3DMol.js
The C- and A- peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was neutralized and salted with NaCl, with a final concentration of 0.15 M.
Simulations:
DESRES-ANTON-10875753 10 µs simulation trajectory of the human ACE2 ectodomain, no water or ions
DESRES-ANTON-10875753 10 µs simulation trajectory of the human ACE2 ectodomain in aqueous solution
Native Human Angiotensin Converting Enzyme-Related Carboxypeptidase (ACE2): ISOLDE refined model with glycans
William Glass
Represented Proteins: ACE2
Model: Files | Source Structure PDBs: 1R42 | Visualize: 3DMol.js
Takes the ACE2 (Chain A) from the 1r42 refined model, builds all glycans using PyMOL, and refines clashes using ISOLDE. See a complete description of the workflow for building and refining the glycosylated model.
Simulations:
Folding@home simulations of the SARS-CoV-2 spike RBD bound to human ACE2
Folding@home simulations of the SARS-CoV-2 spike RBD with N501Y mutation bound to human ACE2
Docking-based repurposing study of approved drugs against truncated human ACE2 ectodomain (inhibitor-bound closed state)
P. I. Koukos, M. Réau, A. M. J. J Bonvin
Computational Structural Biology group, Bijvoet Centre for Biomolecular Research, Utrecht University
Represented Proteins: ACE2
Model: Files | Source Structure PDBs: 1R4L
Computational docking of the approved subset of Drugbank + active metabolites + investigational compounds of interest against the inhibitor-bound (closed-state) ectodomain of hACE2. The receptor has been truncated by removing residues distant from the binding site to reduce the computational load. 3D conformers were generated from SMILES using OpenEye OMEGA with default settings.
Simulations:
HADDOCK docking of approved Drugbank set against human ACE2 ectodomain
SARS-CoV-2 spike receptor-binding domain bound with ACE2: ISOLDE refined model
Tristan Croll
Represented Proteins: spike RBD ACE2
Model: Files | Source Structure PDBs: 6M0J | Visualize: 3DMol.js
Refinement of 6m0j that fixes multiple issues: * Adds/extend GlcNAcs in ACE2 * Fixes backwards His374 (zinc binding site) * Corrects incorrect modeling of both zinc binding sites (originally modeled as disulfides) * Corrects rotamer adjustments and peptide flips See a complete description of the issues remedied by this model.
Simulations:
---
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 2 salt bridges
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 2 salt bridges from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_2SB_FigS1.pdb
Simulations:
---
UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 3 salt bridges
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of UK variant SARS-CoV-2 Spike RBD-ACE2 complex with 3 salt bridges from in silico mutation and MD simulation filename is MD_UK2_RBD_ACE2_3SB_FigS1.pdb
Simulations:
---
Beta variant SARS-CoV-2 Spike RBD-ACE2 complex with K484-E75 salt bridge
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: ACE2 spike
Model: Files | Source Structure PDBs: 6LZG | Visualize: 3DMol.js
representative snapshot of Beta variant SARS-CoV-2 Spike RBD-ACE2 complex with K484-E75 salt bridge from in silico mutation and MD simulation filename is MD_Beta_RBD_ACE2_1SB_K484E75_Fig1.pdb
Simulations:
---
Native Human Angiotensin Converting Enzyme-Related Carboxypeptidase (ACE2): ISOLDE refined model
Tristan Croll
Represented Proteins: ACE2
Model: Files | Source Structure PDBs: 1R42 | Visualize: 3DMol.js
Refinement of 1r42 that fixes multiple issues: * Merges in missing C-terminal domain from 6m17 See a complete description of the issues remedied by this model.
Simulations:
---
Sodium Dependent Neutral Amnio Acid Transporter (BoAT1)
Blocking SARS-CoV-2 Spike protein binding to human ACE2 receptor
SARS-CoV-2 RBD/ACE2-B0AT1 complex in aqueous solution
DESRES
Represented Proteins: ACE2 RBD BoAT1
Model: Files | Source Structure PDBs: 6M17 | Visualize: 3DMol.js
The C- and A- peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M. The interval between frames is 1.2 ns.
Simulations:
DESRES-ANTON-10905033 10 µs simulation of the SARS-CoV-2-ACE2 complex, no water or ions
DESRES-ANTON-10905033 10 µs simulation of the SARS-CoV-2-ACE2 complex in aqueous solution
Inhibition of formation of the viral fusion core
SARS-CoV-2 RBD/ACE2-B0AT1 complex in aqueous solution
DESRES
Represented Proteins: ACE2 RBD BoAT1
Model: Files | Source Structure PDBs: 6M17 | Visualize: 3DMol.js
The C- and A- peptide termini, including those exposed due to missing loops in the published structural models, are capped with amide and acetyl groups respectively. The system was solvated, neutralized and salted with NaCl, with a final concentration of 0.15 M. The interval between frames is 1.2 ns.
Simulations:
DESRES-ANTON-10905033 10 µs simulation of the SARS-CoV-2-ACE2 complex in aqueous solution
DESRES-ANTON-10905033 10 µs simulation of the SARS-CoV-2-ACE2 complex, no water or ions
Ab Receptor in Host Cells (FcR)
Furin / PACE
Blocking SARS-CoV-2 Spike protein binding to human ACE2 receptor
Furin bound to Delta variant SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: Furin spike
Model: Files | Source Structure PDBs: 5JMO 6VSB | Visualize: 3DMol.js
representative docking model of furin bound to Delta variant SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK filename is Refined_Delta_Spike_furin_Fig2.pdb
Simulations:
---
Furin bound to SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: Furin spike
Model: Files | Source Structure PDBs: 5JMO 6VSB | Visualize: 3DMol.js
representative docking model of furin bound to SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK
Simulations:
---
Inhibiting cleavage of the SARS-CoV-2 spike protein
Furin bound to SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: Furin spike
Model: Files | Source Structure PDBs: 5JMO 6VSB | Visualize: 3DMol.js
representative docking model of furin bound to SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK
Simulations:
---
Furin bound to Delta variant SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: Furin spike
Model: Files | Source Structure PDBs: 5JMO 6VSB | Visualize: 3DMol.js
representative docking model of furin bound to Delta variant SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK filename is Refined_Delta_Spike_furin_Fig2.pdb
Simulations:
---
Inhibition of formation of the viral fusion core
Furin bound to SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: Furin spike
Model: Files | Source Structure PDBs: 5JMO 6VSB | Visualize: 3DMol.js
representative docking model of furin bound to SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK
Simulations:
---
Furin bound to Delta variant SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: Furin spike
Model: Files | Source Structure PDBs: 5JMO 6VSB | Visualize: 3DMol.js
representative docking model of furin bound to Delta variant SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK filename is Refined_Delta_Spike_furin_Fig2.pdb
Simulations:
---
Interleukin-6 (IL-6) receptor
Programmed cell death factor 1
p38 Mitogen-Activated Protein Kinase (MPAK)
Transmembrane Protease Serine 2
Blocking SARS-CoV-2 Spike protein binding to human ACE2 receptor
TMPRSS2 bound to SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: TMPRSS2 spike
Model: Files | Source Structure PDBs: 5CE1 6VSB | Visualize: 3DMol.js
representative docking model of TMPRSS2 (homology model) bound to SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK
Simulations:
---
Inhibiting cleavage of the SARS-CoV-2 spike protein
TMPRSS2 bound to SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: TMPRSS2 spike
Model: Files | Source Structure PDBs: 5CE1 6VSB | Visualize: 3DMol.js
representative docking model of TMPRSS2 (homology model) bound to SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK
Simulations:
---
Inhibition of formation of the viral fusion core
TMPRSS2 bound to SARS-CoV-2 Spike in one RBD up state
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: TMPRSS2 spike
Model: Files | Source Structure PDBs: 5CE1 6VSB | Visualize: 3DMol.js
representative docking model of TMPRSS2 (homology model) bound to SARS-CoV-2 Spike with one RBD in the up state generated with ClusPro and refined by HADDOCK
Simulations:
---
No Targets Recorded
TMPRSS2 Homology Model With Benzamidine Overlaid
David Huggins
Tri-Institutional Therapeutics Discovery Institute
Represented Proteins: TMPRSS2
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
TMPRSS2 homology model based on the structure of TMPRSS15/Enteropeptidase from PDBID 4DGJ with Benzamidine Overlaid
Simulations:
---
TMPRSS2 Homology Model With Substrate Overlaid
David Huggins
Tri-Institutional Therapeutics Discovery Institute
Represented Proteins: TMPRSS2
Model: Files | Source Structure PDBs: --- | Visualize: 3DMol.js
TMPRSS2 homology model based on the structure of TMPRSS15/Enteropeptidase from PDBID 4DGJ with SARS-CoV-2 substrate peptide overlaid
Simulations:
---
Homology model of human TMPRSS2
Mary Hongying Cheng
University of Pittsburgh Department of Computational and Systems Biology -- Bahar Lab
Represented Proteins: TMPRSS2
Model: Files | Source Structure PDBs: 5CE1 | Visualize: 3DMol.js
TMPRSS2 homology model generated with SWISS-MODEL based on the structure of Hepsin (PDBID 5CE1)
Simulations:
---
External Model Resources
Structure Models of All Mature Peptides in 2019-NCoV Genome by C-I-TASSER
Description: This page contains 3D structural models and function annotation for all proteins encoded by the genome of 2019-nCoV, also known as SARS-CoV-2, which is the novel coronavirus causing the COVID-19 pneumonia. The structure models are generated by the C-I-TASSER pipeline, which utilizes deep convolutional neural-network based contact-map predictions to guide the I-TASSER fragment assembly simulations. Benchmark and blind CASP tests showed that C-I-TASSER generates models with a higher accuracy than I-TASSER does, especially for the protein targets lack of homologous templates. For multi-domain targets, the C-I-TASSER structure of individual domains are assembled by DEMO into full length structure.
Institution: University of Michigan
Lab: Yang Zhang
Tristan Croll ISOLDE COVID-19 Models
Description: Models refined by Tristan Croll in ISOLDE
Institution: Cambridge Institute for Medical Research
Solvation Maps for COVID19-Related Protein Targets
Description: This is a free online repository for sharing GIST/HSA data of COVID19 related protein targets. Currently, we have th3 GIST/HSA data for 7 targets (6LU7, 6YB7, 6M03, 6Y84, 6W63, 6JYT and 6W4H).
Institution: Lehman College, City University of New York
Lab: Tom Kurtzman
PubChem
Description: PubChem is a public chemistry database at the National Institutes of Health (NIH). Since the launch in 2004, PubChem has become a key chemical information resource for scientists, students, and the general public. Each month our website and programmatic services provide data to several million users worldwide. PubChem mostly contains small molecules, but also larger molecules such as nucleotides, carbohydrates, lipids, peptides, and chemically-modified macromolecules. We collect information on chemical structures, identifiers, chemical and physical properties, biological activities, patents, health, safety, toxicity data, and many others.
Institution: NIH
Structural Biology Task Force GitHub Page
Description: A global public resource for the structures from beta-coronavirus with a focus on SARS-CoV and SARS-CoV-2.
Organization: Coronavirus Structural Biology Task Force