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66 protocols using maestro suite

1

Molecular Dynamics Simulation of Halogen Bonds

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MD simulations (60 ns) were performed using Schrödinger (Schrödinger, New York, NY, USA) Desmond software [37 ,38 ]. The starting L–R complexes selected by molecular docking analysis in our previous study [8 (link)] were immersed into a phosphatidylcholine (POPC, 300 K) membrane bilayer and positioned using the PPM web server (http://opm.phar.umich.edu/server.php, accessed 05-01-2019) [39 (link)]. Each system was solvated by water molecules described by the TIP4P potential, and the OPLS3 force field parameters were used for all atoms. Additionally, 0.15 M NaCl was added to mimic the ionic strength inside the cell. All simulations were performed on GPU processors, repeating each system three times. Only one trajectory was used to illustrate the results, showing the lowest variation of XB distance and angle values during the simulation. The output MD trajectories were hierarchically clustered into 10 clusters using trajectory analysis tools from the Maestro Schrödinger Suite. For further analysis, the most populated complex was used. Based on obtained trajectories, the mean geometrical parameters of the selected halogen bonds (distance and angle) were calculated using the Simulation Event Analysis tool in Maestro Schrödinger Suite and further analyzed using in-house scripts written in R.
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2

Structural Modeling of FP-2 and FP-3 with Ligands

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The crystal structures of FP-2 and FP-3 were obtained from the protein databank (PDB) with the IDs 3BPF and 3BPM, respectively. Co-crystallized water molecules and other heteroatoms were removed, and Hydrogen atoms were added to the structures using the H++ server (Gordon et al., 2005 (link)). The 3D coordinates of the compounds QOD and ICD were collected from the MolPort database in SDF format, protonated, and converted to PDB format using the Schrodinger Maestro suite (Schrödinger, 2022 ). The cleaned-protonated proteins and ligands structures were then used to generate topology in the amber forcefield using AmberTools22 (Case et al., 2017 ). In each case, the ligand (i.e., QOD or ICD) is placed in a random position away from the protein (FP-2 or FP-3) in a cubic simulation box (Figure 2B) and solvated in the TIP3P water model (Price and Brooks, 2004 (link)). The systems were further neutralized with 150 mM NaCl, and ligand parameters were defined using GAFF forcefield (Wang et al., 2004 (link)).
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3

Computational Protein-Ligand Docking Protocol

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A receptor grid was created around the protein binding residues
(W86, G121, G122, Y124, E202, S203, A204, W236, F295, F297
Y337, F338, and H447). The reference ligand were sketched by
Marvin sketch software and ligand were prepared in LigPrepmodule
of Schrodinger suite, which generates all possible states
with the neutral pH and generated ionized and tautomer state for
the ligands. After protein preparation, Grid generation and
LigPrep preparation, ligands were used for molecular docking
suite Glide version 9.2 in Schrodinger maestro suite with the
extra-precision mode for docking [23 (link)].
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4

Molecular Docking of 4-AN Targets

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For molecular docking of 4-AN, we selected the X-ray structure of protein kinase DYRK1A from the human (PDB ID: 2WO6) and modeled 3D structure of Yak1 from C. albicans as target proteins for the initial docking studies. All Mg2+ ions were removed as well as all sulfates, co-solvents, water molecules, and original ligands. The structures were then minimized using the YASARA Energy Minimization Server [39 (link)]. Autodock Tools v1.5.6 (The Scripps Research Institute, La Jolla, CA, USA) was used for charging the proteins as well as ligands. Docking calculations were performed with Autodock Vina v1.1.2 (The Scripps Research Institute) under default conditions [40 (link)]. During the docking calculations, all the protein residues were fixed and only the inhibitor atoms remained flexible. Visualization of the binding site complexed with the docked ligand was performed by Maestro Suite and PyMOL (Schrödinger) software (v1.2, New York, NY, USA).
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5

Molecular Modeling of Compounds

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Molecular modeling was performed on the selected compound using the Schrödinger Maestro Suite.
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6

Protein and TCA Structure Docking

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The protein and TCA structures were imported in the Schrödinger Maestro suite,51 and a receptor grid of 26 × 26 × 26 Å3 centred on the selectivity filter residues Glu314, Glu663, Glu1365 and Glu1665 was generated. The ligands were then docked using the Glide subprogram.52 (link)
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7

Structural Analysis of SARS-CoV-2 RdRp Enzyme

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Due to the completeness of the entire replication machine both in terms of amino acids and of the structural chains making up the entire viral RNA replication complex, which requires the presence of Nsp12, Nsp7, and Nsp8, the cryo-EM model with the PDB ID 7ED5 was selected as a reference structure (Figure 1). Here, the triphosphate form of the original AT-527 ligand in the catalytic site of RdRp is still not incorporated in the RNA strand, and is ready for the hydrolysis reaction of pyrophosphate groups (AT9) [44 (link)].
The original ligand was extracted and the apo-form of the target was optimized by using the Protein Preparation Wizard tool of Maestro suite (Schrödinger Release 21.4) [45 (link)] and OPLS_2005 as force field [46 (link)] in order to delete complexed water molecules, adding hydrogen atoms, correcting the connectivity, and generating the exact protonation states at pH 7.4. Missing side chains and loops were built using Prime [47 (link)].
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8

Structural Preparation of DNA Molecules

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The 3D structures of the B-DNA dodecamer (ID: 1D64) [1 (link)] and DNA hexamer (ID: 1Z3F) [28 (link)] were retrieved from Protein Data Bank (PDB) [29 (link)] and prepared using the Protein Preparation Wizard module [30 (link)] available in Maestro suite (Schrödinger LLC) as follows: (i) bond orders and formal charges were adjusted, (ii) hydrogen atoms were added to the structures, and (iii) protonation states of polar atoms were predicted by PROPKA (Schrödinger, LLC) [31 (link)] at neutral pH.
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9

Structural Model of E. coli Complex I

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A structural model of the holo-complex I from E. coli was generated using AlphaFold 2.1.1 (63 (link)) in multimer mode (64 ). The complex was modeled in two separate segments, one comprising the membrane arm and the basal peripheral stem, with a total of 10 separate chains [i.e., NuoAB(CD)HIJKLMN]. In a separate run, we modeled the peripheral arm in an assembly of six subunits, NuoB(CD)EFGI. The full complex was then assembled with the overlapping subunits as a guide, avoiding the inclusion of distortions of subunits that were created by the absence of adjacent protomers. Following the assembly of the modeled protein subunits, the iron–sulfur clusters and FMN cofactor of the peripheral arm were modeled by hand and the entire complex was geometry-optimized using the Maestro Suite (Schrödinger).
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10

Modeling Abl Kinase Domain Structures

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All system preparation utilized the Maestro Suite (Schrödinger) version 2016-4. Comparative modeling to add missing residues using a homologous template made use of the Splicer tool, while missing loops modeled without a template used Prime. All tools employed default settings unless otherwise noted. The Abl wild-type sequence used in building all Abl kinase domain models utilized the ABL1_HUMAN Isoform IA (P00519-1) UniProt gene sequence spanning S229–K512. Models were prepared in non-phosphorylated form. We used a residue indexing convention that places the Thr gatekeeper residue at position 315 to match common usage; an alternate indexing convention utilized in experimental X-ray structures for Abl:imatinib (PDB: 1OPJ)50 (link) and Abl:dasatinib (PDB: 4XEY)51 (link) was adjusted to match our convention.
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