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Protein preparation wizard in maestro

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The Protein Preparation Wizard in Maestro is a tool that automates the process of preparing protein structures for computational analysis. It provides a streamlined workflow to perform common tasks such as adding hydrogen atoms, assigning formal charges, and optimizing the protein's structure.

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9 protocols using protein preparation wizard in maestro

1

Structural Study of Phosphorylated hIKKβ

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For the purpose study, the 2.83 Å resolution crystal structure of human IKKβ (hIKKβ), which is partially phosphorylated and bound to the staurosporine analog K252a (PDB ID: 4KIK) (Liu et al., 2013 (link)) was used. The structure was optimized using the Protein Preparation Wizard in Maestro (Schrödinger, 2017 ) adding bond orders and hydrogen atoms to the crystal structure using the OPLS3 force field. Prime was used to fix missing residues or atoms in the protein and to remove co-crystallized water molecules. PROPKA was used to check for the protonation state of ionizable protein groups (pH = 7.0). The hydrogen bonds were optimized through the reorientation of hydroxyl bonds, thiol groups, and amide groups. In the end, the system was minimized with the value of convergence of the RMSD of 0.3 Å. Indicaxanthin and staurosporine analog K252a were prepared using LigPrep The force field adopted was OPLS3 (Jorgensen et al., 1996 (link)) and Epik 3.9 (Schrödinger, 2017-1) was selected as an ionization tool at pH 7.2 ± 0.2. Tautomers generation was unflagged and the maximum number of conformers generated was set at 32.
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2

Screening Peptide Motif Mimics for Drug Discovery

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The structures of the NITVK and VQDLL motifs of SspB were taken directly from the Streptococcus gordonii SspB C-terminal domain crystal structure (Protein Data Bank entry 2WZA) (31 (link)). The structure was processed using the Protein Preparation Wizard in Maestro (Schrödinger release 2018-1; Schrödinger, LLC, New York, NY). The similarity searches for the NITVK and VQDLL motifs were performed with Surflex-sim version 2.601 (32 (link)) using two approaches. The first approach was to use all atoms of the peptide structures for the NITVK and VQDLL motifs as the hypothetical ligand. The second approach was to use the side chains of residues for the NITVK motif and the side chains of residues VLL for the VQDLL motif. The screened libraries were created from the ZINC (28 (link)) drug-like library (ZINC 2014 version) containing 24,877,119 compounds and the ZINC 15 (29 (link)) drug-like library (ZINC 2016 version) containing 17,244,856 compounds. The results were ranked, and the top 500 compounds of each screen were retained. The selection of compounds was based on compound score; diversity, by eliminating compounds that were structurally similar to a higher scoring compounds; and finally, compounds that were commercially readily available for purchase. Seventeen compounds and 16 compounds were purchased (MolPort SIA, Riga, Latvia) for the NITVK and VQDLL motifs, respectively.
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3

Structural Analysis of RORγt Inverse Agonists

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RORγt structures with a full orthosteric inverse agonist bound were obtained from the Protein Data Bank (PDB; https://www.rcsb.org/; obtained 1 June 2019) [51 (link),52 (link)]. The structures were superimposed using VERTAA in the BODIL molecular modeling environment [53 (link)], and the validity of side-chain conformations in the ligand-binding site was checked against the electron densities with COOT (version 0.8.9.1) [48 (link)]. Two protein 3D structures were selected for VS (PDB IDs: 5NTW [32 (link)] and 5VB6 [42 (link)]). While 5NTW is a good representative of most inverse agonist bound RORγt structures, 5VB6 presents an exceptional conformation state of the LBD. This unique state is explained by the crystallization process, during which RORγt was covalently tethered to a cofactor peptide stabilizing its structure thermodynamically, which in turn provides higher conformational flexibility. Hence, focusing on 5VB6 may provide new atomic insight into the RORγt inverse agonism [42 (link)]. The two structures were prepared with Protein Preparation Wizard in Maestro (Schrödinger Release 2018-2; Schrödinger, LLC, New York, NY, USA, 2018; https://www.schrodinger.com) for molecular docking and NIB modeling. Protonation states were assigned using PROPKA with pH 7.4 ± 0.0, and added hydrogens were optimized with the OPLS3 force field [54 (link)].
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4

Repositioning Halogen-Containing Drugs via Docking

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The CMC database (version 2011.2) collects drug molecules from 1900 until 2010. Among the 9,099 drug molecules in the database, 1,634 drug compounds contained Cl, Br and I atoms, which are known as heavy halogen atoms, were selected for the repositioning study of organohalogen drugs via docking approach. In other words, 18% of the drugs from CMC database have the possibility to form halogen bonding with pharmaceutical targets, which shows the prevalence and importance of halogen bonding in pharmaceutical research. The acquired organohalogen drug molecules were then prepared by the LigPrep module (version 2.4, Schrödinger, LLC, New York, NY, 2010) at the pH value of 7 using Epik (version 2.1, Schrödinger, LLC, New York, NY, 2010) for the ionization state generation32 (link)33 (link).
The B-Raf structures used in this study were downloaded from Protein Data Bank (PDB) with PDB IDs 1UWJ34 (link) and 3C4C35 (link). 1UWJ is DFG-out inactive conformation and 3C4C is DFG-in active conformation of the kinase. Protein Preparation Wizard in maestro (version 9.1, Schrödinger, LLC, New York, NY, 2010) was used to prepare the protein structures for virtual screening36 (link).
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5

Structural Optimization of MAO-B Enzyme

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The crystallographic structures of MAO-B (PDB ID: 1S3B) resolved with the co-crystallized ligand N-[(1S)-2,3-dihydro-1H-inden-1-yl]-N-methyl-N-prop-2-ynylamine was retrieved from the Protein Data Bank (PDB). A recent study by our research group demonstrated that 1S3B possesses good reliability during validation processes [17 ]. The Protein Preparation Wizard in Maestro (Schrödinger Release 2021-3: Protein Preparation Wizard; Epik, Schrödinger, LLC, New York, NY, USA, 2021) was employed for the protein refinements. Hydrogen bonds and het states at pH 7.0 ± 2.0 were generated. The active waters were preserved. Subsequently, the energy of the crystallographic structures was minimized by applying the OPLS2005 force field.
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6

Protein Complex Preparation Workflow

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All downloaded
complexes were prepared with the Protein Preparation Wizard in Maestro
(Schrödinger 2021-4, www.schrodinger.com). In the preprocessing stage, hydrogen
atoms and disulfide bonds were added to the initial coordinates; then,
bond orders and completion of missing loops and side chains were selected
in order to correct defects, using Prime.42 (link) All water molecules located beyond 5.0 Å from the ligands were
deleted from the systems. To find the most likely protonation states
of the side chains and the energy penalties associated with alternate
protonation states, pH = 7 ± 2.0 was used. The protein hydrogen
bond assignment was then optimized in the H-bond Refine Tab using
sample water orientations and PROPKA43 (link) pH
= 7. For restrained minimizations, the root-mean-square deviation
(rmsd) for heavy atom convergence was set to 0.3 Å. The OPLS4
force field36 (link) was employed, and hydrogen
atoms were minimized while allowing sufficient heavy atom movement
to relax strained bonds, angles, and clashes.
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7

Structural Preparation of AChE and BChE Enzymes

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The three-dimensional crystal structures of the target enzymes AChE (PDB ID:4M0E)22 (link) and BChE (PDB ID:5DYW)23 (link) were downloaded from the Protein Data Bank (PDB) (http://www.rcsb.org). The proteins were prepared and refined using the Protein Preparation Wizard in Maestro (Schrödinger 2021-4, http://www.schrodinger.com). Bond orders were assigned during the preprocessing stage of the crystal structures, and after retrieving missing loops or side chains, all water molecules beyond 3.0 Å were deleted from the system. Protein hydrogen bond assignments were optimized and protonation states at pH 7 determined using PROPKA24 (link). Finally, a restrained minimization with the OPLS4 force field25 (link) was performed with an RMSD convergence of heavy atoms of 3.0 Å.
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8

Structural Modeling of hNLRP3 Protein

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The structural model for hNLRP3 protein was built based on the crystal structure of NOD2 in the ADP-bound state (50 (link)) (PDB entry: 5IRM). The model was carried out via comparative modeling using the program MODELLER 9.15 (62 ). The model was further refined by using the loop modeling routine in MODELLER to rebuild the alignment insertions that are closer to the binding site. The model was then prepared for docking using the Protein Preparation Wizard in Maestro (Schrödinger) to define ionization states, optimize hydrogen bonds, and minimize the structure (heavy atom convergence to an RMSD of 0.3 Å).
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9

Structural analysis and resistance prediction

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HIV RT complexed with (-)-FTC-TP (PDB ID—6UJX), natural substrate and dCTP (PDB ID—6UIT) were selected to assess the approach to predict the resistance mutations. The crystal structure of GLP-26 with HBV core protein has not been resolved; therefore, our previously published modeled complex of GLP-26 with HBV core protein was selected for this study [44 (link)]. GLP-26 binds between two dimeric subunits and so tetramer HBV core protein (PDB ID—1QGT) was used. One additional system, SARS-CoV-2 3CLpro for nirmatrelvir (PDB ID—7RFS) was used to predict the resistance mutations. For the substrates, 3-D structures of SARS-CoV-2 3CLpro complexed with nsp4-nsp5 (PDB ID—7N89), nsp6-nsp7 (PDB ID—7DVX), nsp8-nsp9 (PDB ID—7MGR), nsp9-nsp10 (PDB ID—7DVY, nsp14-nsp15 (PDB ID—7DW6) and nsp15-nsp16 (PDB ID—7DW0) were used.
The PDB structures were prepared using Protein Preparation Wizard in Maestro (Schrödinger Release 2020-4; Schrödinger, New York, NY, USA). Missing residues and loops were added and minimized using Prime [53 (link),54 (link)]. Crystallographic waters were deleted, and the hydrogen bonding network was optimized using Epik at neutral pH [55 (link)]. The final structures were minimized with heavy atom restraints using the OPLS3e force field. The minimization was terminated when the heavy-atom root mean square deviation reached 0.3 Å.
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