Task 7: Structure-based mutation analysis
Contents
Task description
A detailed task description can be found here.
Selection of protein structure
We had the following choice of reference structures for PAH:
Entry | Method | Resolution (A) | Chain | Positions |
---|---|---|---|---|
1DMW | X-Ray | 2.00 | A | 118-424 |
1J8T | X-Ray | 1.70 | A | 103-427 |
1J8U | X-Ray | 1.50 | A | 103-427 |
1KW0 | X-Ray | 2.50 | A | 103-427 |
1LRM | X-Ray | 2.10 | A | 103-427 |
1MMK | X-Ray | 2.00 | A | 103-427 |
1MMT | X-Ray | 2.00 | A | 103-427 |
1PAH | X-Ray | 2.00 | A | 117-424 |
1TDW | X-Ray | 2.10 | A | 117-424 |
1TG2 | X-Ray | 2.20 | A | 117-424 |
2PAH | X-Ray | 3.10 | A/B | 118-452 |
3PAH | X-Ray | 2.00 | A | 117-424 |
4PAH | X-Ray | 2.00 | A | 117-424 |
5PAH | X-Ray | 2.10 | A | 117-424 |
6PAH | X-Ray | 2.15 | A | 117-424 |
All these structures have in common that they did not solve the structure of the whole PAH protein. They only solve the catalytic domain of PAH, the missing parts are the tetramerisation domain and the regulatory domain which are located at the N- and C- terminal ends. In addition, there is no complete true apo structure available either. All structures have at least a Fe2+ atom bound. Because of this we thought it might be better if we select a structure which has all reaction components or at least most of them bound in the catalytic site in order to get a good picture of the binding site configuration. Though, only 1KW0 and 1MMK fulfilled the constrains that all reaction components are bound.
In the end we did not select 1KW0 or 1MMK, we decided us for the structure 1J8U which is complexed with Fe2+ and BH4 (5,6,7,8-TETRAHYDROBIOPTERIN). Only. This has simple reasons. First of all it has the lowest resolution (1.5 Angstrom) and secondly we already used this structure in previous task as our reference structure for PAH. So we think to keep our experiments more consistent we should stay with this structure. Furthermore, we identified this structure to have no gaps and it solves the complete catalytic domain (as all available structures). Also, the R-Value looked good to us which is 0.157.
To sum it up our selected structure 1J8U has the following experimental metrics (taken from PDBe):
Mapping mutations to the structure
We identifier the following functional residues and catalytic sites with the help of UniProt entry P00439 and Catalytic Site Atlas. We looked for catalytic sites in the structure of 1J8U.
We identified the following functional residues and catalytic sites:
- HIS 285, functional part: side chain (from CSA)
- HIS 290 (from UniProt)
- GLU 330 (from UniProt)
- SER 349, functional part: side chain (from CSA)
In the following picture we can see the Fe+2 atom as a brown sphere, BH4 as a cloud of green blue and red spheres, the location of the mutated residues in orange (mutation I65T and R71H are not included) and the four identified catalytic sites in yellow:
I65T
This mutation is not part of our structure but we would say probably no effect on catalytic site because it is too far away.
R71H
This mutation is not part of our structure but we would say probably no effect on catalytic site because it is too far away.
R158Q
Probably no effect on catalytic site because it is too far away.
R261Q
Probably no effect on catalytic site because it is too far away.
T266A
No direct influence on catalytic site residue. However, this residue is located what we would define as the catalytic center.
P275S
Probably no effect on catalytic site because it is too far away.
T278N
No direct influence on catalytic site residue. However, this residue is located what we would define as the catalytic center. ´
P281L
Probably direct influence on catalytic site residue HIS 285. In addition, this residue is located what we would define as the catalytic center.
G312D
Probably no effect on catalytic site because it is too far away.
R408W
Probably no effect on catalytic site because it is too far away.
Introducing mutations to 1J8U
Introducing mutations to 1J8U with SCWRL
We had to employ several steps to introduce our mutated residues to our structure with SCWRL:
1. extract amino acid sequence from PDB file
/apps/scripts/repairPDB 1J8U.pdb -seq > 1J8U_seq.txt
2. convert all upper case residues to lower case
vim 1J8U_seq.txt
:%s/.*/\L&/g
3. create one sequence file for each mutation and put the residue to mutate as an uppercase letter
4. execute SCWRL for each mutation
/apps/scwrl4/Scwrl4 -i 1J8U.pdb -s 1J8U_seq_R158Q.txt -o 1J8U_R158Q.pdb | tee scwrl_r158q.out
/apps/scwrl4/Scwrl4 -i 1J8U.pdb -s 1J8U_seq_R261Q.txt -o 1J8U_R261Q.pdb | tee scwrl_r261q.out
/apps/scwrl4/Scwrl4 -i 1J8U.pdb -s 1J8U_seq_T266A.txt -o 1J8U_T266A.pdb | tee scwrl_t266a.out
/apps/scwrl4/Scwrl4 -i 1J8U.pdb -s 1J8U_seq_P275S.txt -o 1J8U_P275S.pdb | tee scwrl_p275s.out
/apps/scwrl4/Scwrl4 -i 1J8U.pdb -s 1J8U_seq_T278N.txt -o 1J8U_T278N.pdb | tee scwrl_t278n.out
/apps/scwrl4/Scwrl4 -i 1J8U.pdb -s 1J8U_seq_P281L.txt -o 1J8U_P281L.pdb | tee scwrl_p281l.out
/apps/scwrl4/Scwrl4 -i 1J8U.pdb -s 1J8U_seq_G312D.txt -o 1J8U_G312D.pdb | tee scwrl_g312d.out
/apps/scwrl4/Scwrl4 -i 1J8U.pdb -s 1J8U_seq_R408W.txt -o 1J8U_R408W.pdb | tee scwrl_r408w.out
SCWRL versus PyMol: Comparison of the rotation of the side chains
I65T
Could not compare the side chain of this mutation since this position is not included in 1J8U.
R71H
Could not compare the side chain of this mutation since this position is not included in 1J8U.
R158Q
Orange: side chain of the WT Yellow: side chain of mutated residue (PyMol) Pink: side chain of mutated residue (SCWRL)
As seen in the picture the mutated side chain of SCWRL (in pink) points now in the same direction as the lower part of the WT side chain (seen in orange). In contrast to that the calculated side chain rotation of pymol points towards the adjacent alpha-helix.
R261Q
Orange: side chain of the WT Yellow: side chain of mutated residue (PyMol) Pink: side chain of mutated residue (SCWRL)
All three side chains point into the same direction. However, we could observe that the side chain calculated by SCWRL is rotated around the Y-axis.
T266A
Orange: side chain of the WT Yellow: side chain of mutated residue (PyMol) Pink: side chain of mutated residue (SCWRL)
All three side chains point into the same direction. the rotation of pymol and SCWRL is the same. However, this is not surprising since alanine has no side chain.
P275S
Orange: side chain of the WT Yellow: side chain of mutated residue (PyMol) Pink: side chain of mutated residue (SCWRL)
All three side chains point into the same direction. Also the rotation of the mutatant side chain of pymol and SCWRL is the same.
T278N
Orange: side chain of the WT Yellow: side chain of mutated residue (PyMol) Pink: side chain of mutated residue (SCWRL)
The distinction between the mutated side chain position of pymol and SCWRL is that the mutated side chain of SCWRL is flipped to the empty C branch of the WT and pymols side chain is flipped to the CO branch of the WT. Hence, we may assume that they form different polar interactions.
P281L
Orange: side chain of the WT Yellow: side chain of mutated residue (PyMol) Pink: side chain of mutated residue (SCWRL)
The two mutated side chains of pymol and SCWRL point into the same direction. However, they are differently rotated. The side chain produced by poymol points to the FE atom and the side chain produced by SCWRL points to the BH4 molecule.
G312D
Orange: side chain of the WT Yellow: side chain of mutated residue (PyMol) Pink: side chain of mutated residue (SCWRL)
The mutated side chains of pymol and SCWRL are rotated into different directions by approximately 190° around the Y-axis. This leads to a different orientation of the COO ends in pymol and SCWRL.
R408W
Orange: side chain of the WT Yellow: side chain of mutated residue (PyMol) Pink: side chain of mutated residue (SCWRL)
Also in our last mutation the mutated residue is rotated differently in pymol and SCWRL. The mutated residue of SCWRL points into the same direction as the WT whereas the the side chain produced by pymol is somehow horizontal to that.
Hydrogen bond network of the WT and mutants
I65T
R71H
R158Q
R158 | Q158 |
---|---|
WT (R158) H-Bonds
From AA | From SC/BB? | To AA | To SC/BB? | From Atom | From Atom Index | To Atom | To Atom Index | Distance (Ansgstrom) | Remark |
R158 | SC | E280 | SC | N | 344 | O | 1360 | 2.9 | - |
R158 | SC | E280 | SC | N | 343 | O | 1365 | 2.8 | - |
R158 | SC | E141 | SC | N | 344 | O | 201 | 3.6 | - |
R158 | SC | Y154 | SC | N | 343 | O | 306 | 3 | - |
R158 | BB | Y154 | BB | N | 334 | O | 298 | 2.9 | - |
R158 | BB | F161 | BB | O | 337 | N | 363 | 3.2 | - |
R158 | BB | A162 | BB | O | 337 | N | 374 | 2.9 | - |
Mutant (Q158) H-Bonds
From AA | From SC/BB? | To AA | To SC/BB? | From Atom | From Atom Index | To Atom | To Atom Index | Distance (Ansgstrom) | Remark |
Q158 | SC | Y154 | SC | N | 341 | O | 306 | 3.1 | - |
Q158 | SC | I269 | SC | N | 341 | O | 1264 | 3.5 | - |
Q158 | BB | Y154 | BB | N | 334 | O | 298 | 2.9 | - |
Q158 | BB | F161 | BB | O | 337 | N | 363 | 3.2 | - |
Q158 | BB | A162 | BB | O | 337 | N | 374 | 2.9 | - |
R261Q
T266A
T266 | A266 |
---|---|
WT (T266) H-Bonds
From AA | From SC/BB? | To AA | To SC/BB? | From Atom | From Atom Index | To Atom | To Atom Index | Distance (Ansgstrom) | Remark |
T266 | SC | E286 | SC | O | 1247 | O | 1413 | 3.1 | - |
T266 | BB | E286 | SC | N | 1241 | O | 1413 | 2.8 | Same H-Bond as A266 to E286 |
Mutant (A266) H-Bonds
From AA | From SC/BB? | To AA | To SC/BB? | From Atom | From Atom Index | To Atom | To Atom Index | Distance (Ansgstrom) | Remark |
A266 | BB | E286 | SC | N | 1507 | O | 1710 | 2.8 | Same H-Bond as T266 to E286 |
P275S
P275 | S275 |
---|---|
WT (P275) H-Bonds
From AA | From SC/BB? | To AA | To SC/BB? | From Atom | From Atom Index | To Atom | To Atom Index | Distance (Ansgstrom) | Remark |
P275 | BB | R270 | SC | O | 1320 | N | 1286 | 2.9 | Same H-Bond as S275 to R270 |
Mutant (S275) H-Bonds
From AA | From SC/BB? | To AA | To SC/BB? | From Atom | From Atom Index | To Atom | To Atom Index | Distance (Ansgstrom) | Remark |
S275 | BB | R270 | SC | O | 1609 | N | 1281 | 3.1 | Same H-Bond as P275 to R270 |
T278N
T278 | N278 |
---|---|
WT (T278) H-Bonds
From AA | From SC/BB? | To AA | To SC/BB? | From Atom | From Atom Index | To Atom | To Atom Index | Distance (Ansgstrom) | Remark |
T278 | SC | E280 | BB | O | 1350 | O | 1361 | 2.7 | - |
T278 | SC | E280 | BB | O | 1350 | N | 1358 | 3.3 | Same H-Bond as N278 to E280 |
Mutant (N278) H-Bonds
From AA | From SC/BB? | To AA | To SC/BB? | From Atom | From Atom Index | To Atom | To Atom Index | Distance (Ansgstrom) | Remark |
N278 | SC | E280 | BB | O | 1345 | N | 1353 | 3.4 | Same H-Bond as T278 to E280 |
P281L
G312D
R408W
FoldX
Execution
We run foldX in the runfile mode and used the following runfile:
<TITLE>FOLDX_runscript;
<JOBSTART>#;
<PDBS>#;
<BATCH>list_stability.txt;
<COMMANDS>FOLDX_commandfile;
<Stability>Stability.txt;
<END>#;
<OPTIONS>FOLDX_optionfile;
<Temperature>298;
<R>#;
<pH>7;
<IonStrength>0.050;
<water>-CRYSTAL;
<metal>-CRYSTAL;
<VdWDesign>2;
<OutPDB>false;
<pdb_hydrogens>false;
<END>#;
<JOBEND>#;
<ENDFILE>#;
This says we are calculating the stability (energy) of the PDB structures defined in the list_stability.txt with the following content:
1J8U.pdb
_1J8U_G312D.pdb
_1J8U_P275S.pdb
_1J8U_P281L.pdb
_1J8U_R158Q.pdb
_1J8U_R261Q.pdb
_1J8U_R408W.pdb
_1J8U_T266A.pdb
_1J8U_T278N.pdb
The other lines define some options like that the calculation runs at 298K and with a physiological PH of 7. Then we executed this runfile with the following command:
/apps/FoldX_30b5/foldx -runfile runfile_stability.txt | tee stability_stdout.txt
Results
total energy | Backbone Hbond | Sidechain Hbond | Van der Waals | Electrostatics | Solvation Polar | Solvation Hydrophobic | Van der Waals clashes | entropy sidechain | entropy mainchain | sloop_entropy | mloop_entropy | cis_bond | torsional clash | backbone clash | helix dipole | water bridge | disulfide | electrostatic kon | partial covalent bonds | energy Ionisation | Entropy Complex | Number of Residues | |
1J8U.pdb | 13.58 | -196.05 | -55.77 | -379.28 | -19.47 | 492.46 | -495.68 | 34.69 | 194.54 | 454.27 | 0 | 0 | 0 | 11.69 | 227.66 | -15.13 | -14.15 | 0 | 0 | 0 | 1.45 | 0 | 307 |
_1J8U_G312D.pdb | 93.54 | -193.28 | -49.89 | -380.58 | -22.09 | 497.08 | -497.31 | 90.61 | 191.44 | 452.73 | 0 | 0 | 0 | 18.93 | 227.32 | -15.85 | 0 | 0 | 0 | 0 | 1.77 | 0 | 307 |
_1J8U_P275S.pdb | 78.76 | -193.22 | -49.86 | -378.73 | -19.74 | 493.76 | -494.26 | 72.12 | 190.73 | 453.21 | 0 | 0 | 0 | 18.92 | 228.52 | -15.95 | 0 | 0 | 0 | 0 | 1.77 | 0 | 307 |
_1J8U_P281L.pdb | 77.32 | -193.26 | -49.88 | -379.66 | -20.05 | 494.58 | -496.29 | 72.83 | 191.19 | 452.95 | 0 | 0 | 0 | 18.99 | 227.31 | -15.95 | 0 | 0 | 0 | 0 | 1.87 | 0 | 307 |
_1J8U_R158Q.pdb | 77.89 | -193.3 | -47.69 | -377.81 | -17.08 | 490.87 | -494.58 | 71.81 | 189.62 | 451.69 | 0 | 0 | 0 | 18.72 | 227.12 | -16.12 | 0 | 0 | 0 | 0 | 1.76 | 0 | 307 |
_1J8U_R261Q.pdb | 75.18 | -193.14 | -48.65 | -378.39 | -19.89 | 492.32 | -494.84 | 71.79 | 189.89 | 451.43 | 0 | 0 | 0 | 18.85 | 227.08 | -15.95 | 0 | 0 | 0 | 0 | 1.77 | 0 | 307 |
_1J8U_R408W.pdb | 139.7 | -191.5 | -48.31 | -379.92 | -19.75 | 491.96 | -498.23 | 137.59 | 189.86 | 452.27 | 0 | 0 | 0 | 18.81 | 226.94 | -14.86 | 0 | 0 | 0 | 0 | 1.77 | 0 | 307 |
_1J8U_T266A.pdb | 74.01 | -193.48 | -49.47 | -378.06 | -19.73 | 491.38 | -494.45 | 71.98 | 190.15 | 450.98 | 0 | 0 | 0 | 18.87 | 227.18 | -15.95 | 0 | 0 | 0 | 0 | 1.77 | 0 | 307 |
_1J8U_T278N.pdb | 79.9 | -192.73 | -49.32 | -379.04 | -19.77 | 493.36 | -495.18 | 74.69 | 190.87 | 451.81 | 0 | 0 | 0 | 19.38 | 227.34 | -15.95 | 0 | 0 | 0 | 0 | 1.79 | 0 | 307 |
As expected our WT structure has the lowest total energy with a value of 13.58 kcal/mol. Interestingly, the mutations R408W and G312D cause the most increase of energy to the protein with values of 139.7 kcal/mol and 93.54 kcal/mol. The other mutations are also harmful in terms of stability to the protein. However, these mutations only introduce a total energy of 75-79 kcal/mol.
Minimise
Mutation | Energy |
---|---|
I65T | - |
R71H | - |
R158Q | -7400.825142 |
R261Q | -7456.793410 |
T266A | -7392.572699 |
P275S | -7418.432874 |
T278N | -7379.215571 |
P281L | -7401.621858 |
G312D | -5643.645312 |
R408W | -5438.301688 |
Gromacs
Mutations
Mutation | Steps | Potential Energy | Maximum Force | Norm of Force |
---|---|---|---|---|
R158Q | 328 | -3.7326676e+04 | 5.1247034e+02 | 1.7521566e+01 |
R261Q | 363 | -3.7302664e+04 | 1.4321185e+02 | 1.3723365e+01 |
T266A | 315 | -3.7422707e+04 | 3.7855130e+02 | 1.6683250e+01 |
P275S | 256 | -3.7569789e+04 | 3.6591925e+02 | 1.9855389e+01 |
T278N | 272 | -3.7567461e+04 | 6.8363385e+02 | 2.0818382e+01 |
P281L | 336 | -3.7656289e+04 | 1.6796155e+02 | 1.4324168e+01 |
G312D | 334 | -3.7583254e+04 | 8.6771161e+02 | 2.3178673e+01 |
R408W | 320 | -3.6683172e+04 | 6.0292523e+02 | 2.2048130e+01 |
I65T
Could not compare the side chain of this mutation since this position is not included in 1J8U.
R71H
Could not compare the side chain of this mutation since this position is not included in 1J8U.
R158Q
Category | Average | Err.Est. | RMSD | Tot-Drift | Graph |
Bond | 726.495 | 230 | 2165.47 | -1392.61 | |
Angle | 2351.59 | 22 | 189.806 | 80.2662 | |
Potential | -36202.9 | 740 | 3182.59 | -4873.47 |
R261Q
Category | Average | Err.Est. | RMSD | Tot-Drift | Graph |
Bond | 705.135 | 210 | 2053.34 | -1228.48 | |
Angle | 2356.01 | 21 | 179.696 | 95.0119 | |
Potential | -36270.8 | 690 | 3020.89 | -4437.22 |
T266A
Category | Average | Err.Est. | RMSD | Tot-Drift | Graph |
Bond | 740.335 | 240 | 2209.81 | -1459.51 | |
Angle | 2352.51 | 22 | 192.08 | 65.6116 | |
Potential | -36283.8 | 750 | 3239.42 | -4913.99 |
P275S
Category | Average | Err.Est. | RMSD | Tot-Drift | Graph |
Bond | 911.556 | 410 | -nan | -2575.37 | |
Angle | 2338.07 | 33 | -nan | -61.3735 | |
Potential | -36106.6 | 1000 | -nan | -6645.9 |
T278N
Category | Average | Err.Est. | RMSD | Tot-Drift | Graph |
Bond | 778.485 | 280 | 2383 | -1740.86 | |
Angle | 2344.25 | 25 | 207.028 | 26.8598 | |
Potential | -36291.6 | 820 | 3493.71 | -5504.87 |
P281L
Category | Average | Err.Est. | RMSD | Tot-Drift | Graph |
Bond | 728.439 | 220 | 2141.57 | -1346.93 | |
Angle | 2352.62 | 21 | 187.673 | 80.9581 | |
Potential | -36549.7 | 740 | 3172.53 | -4826.89 |
G312D
Category | Average | Err.Est. | RMSD | Tot-Drift | Graph |
Bond | 1074.93 | 550 | 3492.54 | -3394.39 | |
Angle | 2396.13 | 28 | 198.398 | -68.8 | |
Potential | -13546.2 | 23000 | 328802 | -143251 |
R408W
Category | Average | Err.Est. | RMSD | Tot-Drift | Graph |
Bond | 1508.76 | 980 | 4742.06 | -5893.55 | |
Angle | 2482.65 | 99 | 386.434 | -483.529 | |
Potential | 4.48468e+07 | 4.3e+07 | 6.93881e+08 | -2.71572e+08 |
Timerun
The calculation of the time runs could not be done by a script, therefore we ran gromacs for just AMBER03, AMBERGS and CHARMM each with the nsteps of 125, 250, 500 and 1000.
Final results and discussion
Comparison of the delta energies of the different methods and mutations
Mutation | FoldX – Total WT Energy | FoldX – Total Mutant Energy | FoldX – DELTA E | Minimise – Total WT Energy | Minimise– Total Mutant Energy | Minimise – DELTA E | Gromacs – Total WT Energy | Gromacs – Total Mutant Energy | Gromacs – DELTA E |
R158Q | 13.58 | 77.89 | 64.31 | ||||||
R261Q | 13.58 | 75.18 | 61.6 | ||||||
T266A | 13.58 | 74.01 | 60.43 | ||||||
P275S | 13.58 | 78.76 | 65.18 | ||||||
T278N | 13.58 | 79.9 | 66.32 | ||||||
P281L | 13.58 | 77.32 | 63.74 | ||||||
G312D | 13.58 | 93.54 | 79.96 | ||||||
R408W | 13.58 | 139.7 | 126.12 |