Revision as of 19:47, 1 April 2021

In this tutorial, we will be modeling ligand binding to our receptor using AMBER 16, a molecular dynamics simulation software package created in part by our very own Carlos Simmerling.

Initial Structures

We will be saving all of our initial structures in a directory called 01.structure.

Protein

For the initial protein structure, we will be using the PDB we downloaded from the Protein Data Bank Website (see here). Load this PDB into chimera and delete the ligand and any nonstandard residues (ex. waters). Save this as a PDB file, 1s19_fresh.pdb, and transfer it to your 01.structure folder.

Ligand

For the ligand, we will again load the 1s19 pdb file from the Protein Data Bank in Chimera. We will delete everything except for the ligand. For this example, the ligand is under the name MC9. To delete everything:

Select -> Residue -> MC9
Select -> Invert (all models)
Actions -> Atoms/Bonds -> Delete

With the ligand isolated, we will add hydrogens and charge. To do this:

Tools -> Structure Editing -> Add H
Tools -> Structure Editing -> Add Charge -> (have Amber ff14SB and AM1-BCC selected) -> Ok

Save this as a mol2 file in Chimera and save under the name 1s19_ligand_dockprep.mol2.

NOTE It is VERY important to make sure that Chimera adds hydrogens correctly. For this particular ligand the net charge was zero and Chimera was able to model the hydrogens correctly. Many times however, Chimera will add extra hydrogens. If it does, just select the extra hydrogen and go to:

Actions -> Atoms/Bonds -> Delete

Your ligand will then be protonated and charged correctly.

Generating Parameters for the Simulation

Create a new directory called 02.parameters

In order to utilize Amber for molecular dynamics, parameters for the bio molecules will be needed. Luckily, there have been years of parameter development so parameters for the protein do not have to worried about. However, the small ligand does not have parameters in the standard protein force field. Consequently, we will need to generate a fcmod file specific for the ligand.

To do this, we are going to run the following command:

antechamber -i ./../01.structure/1s19_ligand_dockprep.mol2 -fi mol2 -o1s19_ligand_antechamber.mol2 -fo mol2 -at gaff2 -c bcc -rn LIG -nc 0

Gaff2 stands for General Amber Force Field 2, which allows us to generate the parameters for the ligand. The flag at the end -nc stands for net charge. In our case the net charge is zero so we put a zero there, but change it accordingly for your ligand.

Next, we are going to check these parameters and generate a frcmod file with the following command:

parmchk2 -i 1s19_ligand_antechamber.mol2 -f mol2 -o 1s19_ligand.am1bcc.frcmod

This command will generate our 1s19_ligand.am1bcc.frcmod file. It is important to keep checking your output files to ensure that everything looks okay. Once checked, we can move onto the next step.

Building the System with TLeap

Create a new directory called 03.leap and move into it.

Up until now, we have separate models for our protein and our ligand. In order to simulate them as a single system, we have to run tleap. TLeap will generate parameter (parm7) and restart (coordinate - rst7) files. To do this, create the file leap.in and copy in the following script.

#!/usr/bin/sh 

###load protein force field
source leaprc.protein.ff14SB
###load GAFF force field (for our ligand)
source leaprc.gaff
###load TIP3P (water) force field
source leaprc.water.tip3p
###load ions frcmod for the tip3p model
loadamberparams frcmod.ionsjc_tip3p
###needed so we can use igb=8 model
set default PBradii mbondi3

###load protein pdb file
rec=loadpdb ./../001.structure/1s19_fresh.pdb

###load ligand frcmod/mol2
loadamberparams ./../002.1.parameters/1s19_ligand.am1bcc.frcmod
lig=loadmol2 ./../002.1.parameters/1s19_ligand_antechamber.mol2

###create gase-phase complex
gascomplex= combine {rec lig}

###write gas-phase pdb
savepdb gascomplex 1s19.gas.complex.pdb

###write gase-phase toplogy and coord files for MMGBSA calc
saveamberparm gascomplex 1s19.complex.parm7 1s19.gas.complex.rst7
saveamberparm rec 1s19.gas.receptor.parm7 1s19.gas.receptor.rst7
saveamberparm lig 1s19.gas.ligand.parm7 1s19.gas.ligand.rst7

###create solvated complex (albeit redundant)
solvcomplex= combine {rec lig}

###solvate the system
solvateoct solvcomplex TIP3PBOX 12.0

###Neutralize system
addions solvcomplex Cl- 0
addions solvcomplex Na+ 0

#write solvated pdb file
savepdb solvcomplex 1s19.wet.complex.pdb

###check the system
charge solvcomplex
check solvcomplex

###write solvated toplogy and coordinate file
saveamberparm solvcomplex 1s19.wet.complex.parm7 1s19.wet.complex.rst7
quit

To run this script, type:

tleap -f leap.in

The first section of the script loads the ff14SB, GAFF and TIP3P force fields. In the second part of the script we load our protein, ligand and ligand parameters. The last part of the script creates our parameter and restart files. Most important to us will be the wet complex files. After the files are generated it is very important to check them in Chimera to make sure they look okay. To load parm7 and rst7 files, you have to go to:

Tools -> MD/Ensemble Analysis -> MD Movie --> Choose your parameter and coordinate files to load in

You should get an image that looks like the one below.

Equilibration

Create a new directory called 04.equil and move into there.

Before we can do a simulation of our system, we first have to do minimizations and equilibrations of it first. We have to do this becuase there could be unfavorable bond angles, bonds or steric clashes that need to be resolved. During this process, we will relax the structure by changing restraints, temperature, pressure, etc.

Input Files

There will be NINE steps to the equilibration and all of the input files are copied below. Copy the files into the neme provided immediately above each of the input scripts.

01.min.mdin

Minimize all the hydrogens
&cntrl
imin=1,           ! Minimize the initial structure
ntmin=2,         ! Use steepest descent Ryota Added
maxcyc=5000,    ! Maximum number of cycles for minimization
ntb=1,            ! Constant volume
ntp=0,            ! No pressure scaling
ntf=1,            ! Complete force evaluation
ntwx= 1000,       ! Write to trajectory file every ntwx steps
ntpr= 1000,       ! Print to mdout every ntpr steps
ntwr= 1000,       ! Write a restart file every ntwr steps
cut=  8.0,        ! Nonbonded cutoff in Angstroms
ntr=1,            ! Turn on restraints
restraintmask="!@H=", ! atoms to be restrained
restraint_wt=5.0, ! force constant for restraint
ntxo=1,           ! Write coordinate file in ASCII format
ioutfm=0,         ! Write trajectory file in ASCII format
/

02.equil.mdin

MD simulation
&cntrl
imin=0,           ! Perform MD
nstlim=50000      ! Number of MD steps
ntb=2,            ! Constant Pressure
ntc=1,            ! No SHAKE on bonds between hydrogens
dt=0.001,         ! Timestep (ps)
ntp=1,            ! Isotropic pressure scaling
barostat=1        ! Berendsen
taup=0.5          ! Pressure relaxtion time (ps)
ntf=1,            ! Complete force evaluation
ntt=3,            ! Langevin thermostat
gamma_ln=2.0      ! Collision Frequency for thermostat
ig=-1,            ! Random seed for thermostat
temp0=298.15      ! Simulation temperature (K)
ntwx= 1000,       ! Write to trajectory file every ntwx steps
ntpr= 1000,       ! Print to mdout every ntpr steps
ntwr= 1000,       ! Write a restart file every ntwr steps
cut=  8.0,        ! Nonbonded cutoff in Angstroms
ntr=1,            ! Turn on restraints
restraintmask=":!@H=", ! atoms to be restrained
restraint_wt=5.0, ! force constant for restraint
ntxo=1,           ! Write coordinate file in ASCII format
ioutfm=0,         ! Write trajectory file in ASCII format
iwrap=1,          ! iwrap is turned on
/

03.min.mdin

Minimize all the hydrogens
&cntrl
imin=1,           ! Minimize the initial structure
maxcyc=1000,    ! Maximum number of cycles for minimization
ntb=1,            ! Constant volume
ntp=0,            ! No pressure scaling
ntf=1,            ! Complete force evaluation
ntwx= 1000,       ! Write to trajectory file every ntwx steps
ntpr= 1000,       ! Print to mdout every ntpr steps
ntwr= 1000,       ! Write a restart file every ntwr steps
cut=  8.0,        ! Nonbonded cutoff in Angstroms
ntr=1,            ! Turn on restraints
restraintmask="!@H=", ! atoms to be restrained
restraint_wt=2.0, ! force constant for restraint
ntxo=1,           ! Write coordinate file in ASCII format
ioutfm=0,         ! Write trajectory file in ASCII format
/

04.min.mdin

Minimize all the hydrogens
&cntrl
imin=1,           ! Minimize the initial structure
maxcyc=1000,    ! Maximum number of cycles for minimization
ntb=1,            ! Constant volume 
ntp=0,            ! No pressure scaling
ntf=1,            ! Complete force evaluation
ntwx= 1000,       ! Write to trajectory file every ntwx steps
ntpr= 1000,       ! Print to mdout every ntpr steps
ntwr= 1000,       ! Write a restart file every ntwr steps
cut=  8.0,        ! Nonbonded cutoff in Angstroms
ntr=1,            ! Turn on restraints
restraintmask="!@H=", ! atoms to be restrained
restraint_wt=0.1, ! force constant for restraint
ntxo=1,           ! Write coordinate file in ASCII format
ioutfm=0,         ! Write trajectory file in ASCII format
/

05.min.mdin

Minimize all the hydrogens
&cntrl
imin=1,           ! Minimize the initial structure
maxcyc=1000,    ! Maximum number of cycles for minimization
ntb=1,            ! Constant volume
ntp=0,            ! No pressure scaling
ntf=1,            ! Complete force evaluation
ntwx= 1000,       ! Write to trajectory file every ntwx steps
ntpr= 1000,       ! Print to mdout every ntpr steps
ntwr= 1000,       ! Write a restart file every ntwr steps
cut=  8.0,        ! Nonbonded cutoff in Angstroms
ntr=1,            ! Turn on restraints
restraintmask="!@H=", ! atoms to be restrained
restraint_wt=0.05, ! force constant for restraint
ntxo=1,           ! Write coordinate file in ASCII format
ioutfm=0,         ! Write trajectory file in ASCII format 
/

06.equil.mdin

MD simulation
&cntrl
imin=0,           ! Perform MD
nstlim=50000      ! Number of MD steps
ntb=2,            ! Constant Pressure
ntc=1,            ! No SHAKE on bonds between hydrogens
dt=0.001,         ! Timestep (ps)
ntp=1,            ! Isotropic pressure scaling
barostat=1        ! Berendsen
taup=0.5          ! Pressure relaxtion time (ps)
ntf=1,            ! Complete force evaluation
ntt=3,            ! Langevin thermostat
gamma_ln=2.0      ! Collision Frequency for thermostat
ig=-1,            ! Random seed for thermostat
temp0=298.15      ! Simulation temperature (K)
ntwx= 1000,       ! Write to trajectory file every ntwx steps
ntpr= 1000,       ! Print to mdout every ntpr steps
ntwr= 1000,       ! Write a restart file every ntwr steps
cut=  8.0,        ! Nonbonded cutoff in Angstroms
ntr=1,            ! Turn on restraints
restraintmask="!@H=", ! atoms to be restrained
restraint_wt=1.0, ! force constant for restraint
ntxo=1,           ! Write coordinate file in ASCII format
ioutfm=0,         ! Write trajectory file in ASCII format
iwrap=1,          ! iwrap is turned on
/

07.equil.mdin

MD simulation
&cntrl
imin=0,           ! Perform MD
nstlim=50000      ! Number of MD steps
ntx=5,            ! Positions and velocities read formatted
irest=1,          ! Restart calculation
ntc=1,            ! No SHAKE on for bonds with hydrogen
dt=0.001,         ! Timestep (ps)
ntb=2,            ! Constant Pressure
ntp=1,            ! Isotropic pressure scaling
barostat=1        ! Berendsen
taup=0.5          ! Pressure relaxtion time (ps)
ntf=1,            ! Complete force evaluation
ntt=3,            ! Langevin thermostat
gamma_ln=2.0      ! Collision Frequency for thermostat
ig=-1,            ! Random seed for thermostat
temp0=298.15      ! Simulation temperature (K)
ntwx= 1000,       ! Write to trajectory file every ntwx steps
ntpr= 1000,       ! Print to mdout every ntpr steps
ntwr= 1000,       ! Write a restart file every ntwr steps
cut=  8.0,        ! Nonbonded cutoff in Angstroms
ntr=1,            ! Turn on restraints
restraintmask="!@H=", ! atoms to be restrained
restraint_wt=0.5, ! force constant for restraint
ntxo=1,           ! Write coordinate file in ASCII format
ioutfm=0,         ! Write trajectory file in ASCII format
iwrap=1,          ! iwrap is turned on
/

08.equil.mdin

MD simulation
&cntrl
imin=0,           ! Perform MD
nstlim=50000      ! Number of MD steps
ntx=5,            ! Positions and velocities read formatted
irest=1,          ! Restart calculation
ntc=1,            ! No SHAKE on for bonds with hydrogen
dt=0.001,         ! Timestep (ps)
ntb=2,            ! Constant Pressure
ntp=1,            ! Isotropic pressure scaling
barostat=1        ! Berendsen
taup=0.5          ! Pressure relaxtion time (ps)
ntf=1,            ! Complete force evaluation
ntt=3,            ! Langevin thermostat
gamma_ln=2.0      ! Collision Frequency for thermostat
ig=-1,            ! Random seed for thermostat
temp0=298.15      ! Simulation temperature (K)
ntwx= 1000,       ! Write to trajectory file every ntwx steps
ntpr= 1000,       ! Print to mdout every ntpr steps
ntwr= 1000,       ! Write a restart file every ntwr steps
cut=  8.0,        ! Nonbonded cutoff in Angstroms
ntr=1,            ! Turn on restraints
restraintmask=":1-730@CA,C,N", ! atoms to be restrained
restraint_wt=0.1, ! force constant for restraint
ntxo=1,           ! Write coordinate file in ASCII format
ioutfm=0,         ! Write trajectory file in ASCII format
iwrap=1,          ! iwrap is turned on
/

09.equil.mdin

MD simulation
&cntrl
imin=0,           ! Perform MD
nstlim=50000      ! Number of MD steps
ntx=5,            ! Positions and velocities read formatted
irest=1,          ! Restart calculation
ntc=1,            ! No SHAKE on for bonds with hydrogen
dt=0.001,         ! Timestep (ps)
ntb=2,            ! Constant Pressure
ntp=1,            ! Isotropic pressure scaling
barostat=1        ! Berendsen
taup=0.5          ! Pressure relaxtion time (ps)
ntf=1,            ! Complete force evaluation
ntt=3,            ! Langevin thermostat
gamma_ln=2.0      ! Collision Frequency for thermostat
ig=-1,            ! Random seed for thermostat
temp0=298.15      ! Simulation temperature (K)
ntwx= 1000,       ! Write to trajectory file every ntwx steps
ntpr= 1000,       ! Print to mdout every ntpr steps
ntwr= 1000,       ! Write a restart file every ntwr steps
cut=  8.0,        ! Nonbonded cutoff in Angstroms
ntr=1,            ! Turn on restraints
restraintmask=":1-730@CA,C,N", ! atoms to be restrained
restraint_wt=0.1, ! force constant for restraint
ntxo=1,           ! Write coordinate file in ASCII format
ioutfm=0,         ! Write trajectory file in ASCII format
iwrap=1,          ! iwrap is turned on
/

Run Script

Produduction

Input File

Run Script

Analysis

RMSD

Hydrogen Bonds

MMGBSA