In [1]:
import sys 
import modeller 
import _modeller
import modeller.automodel 
In [2]:
env=modeller.environ()
env.io.hetatm=True
                         MODELLER 9.18, 2017/02/17, r11002

     PROTEIN STRUCTURE MODELLING BY SATISFACTION OF SPATIAL RESTRAINTS


                     Copyright(c) 1989-2017 Andrej Sali
                            All Rights Reserved

                             Written by A. Sali
                               with help from
              B. Webb, M.S. Madhusudhan, M-Y. Shen, G.Q. Dong,
          M.A. Marti-Renom, N. Eswar, F. Alber, M. Topf, B. Oliva,
             A. Fiser, R. Sanchez, B. Yerkovich, A. Badretdinov,
                     F. Melo, J.P. Overington, E. Feyfant
                 University of California, San Francisco, USA
                    Rockefeller University, New York, USA
                      Harvard University, Cambridge, USA
                   Imperial Cancer Research Fund, London, UK
              Birkbeck College, University of London, London, UK


Kind, OS, HostName, Kernel, Processor: 4, Linux srv 4.15.0-54-generic x86_64
Date and time of compilation         : 2017/02/17 14:47:45
MODELLER executable type             : x86_64-intel8
Job starting time (YY/MM/DD HH:MM:SS): 2020/04/15 15:15:23

In [3]:
! wget http://www.pdb.org/pdb/files/1lmp.pdb
--2020-04-15 15:15:54--  http://www.pdb.org/pdb/files/1lmp.pdb
Resolving www.pdb.org (www.pdb.org)... 128.6.244.52
Connecting to www.pdb.org (www.pdb.org)|128.6.244.52|:80... connected.
HTTP request sent, awaiting response... 301 Moved Permanently
Location: https://www.rcsb.org/pdb/files/1lmp.pdb [following]
--2020-04-15 15:15:54--  https://www.rcsb.org/pdb/files/1lmp.pdb
Resolving www.rcsb.org (www.rcsb.org)... 128.6.244.65
Connecting to www.rcsb.org (www.rcsb.org)|128.6.244.65|:443... connected.
HTTP request sent, awaiting response... 301 Moved Permanently
Location: http://files.rcsb.org/view/1lmp.pdb [following]
--2020-04-15 15:15:55--  http://files.rcsb.org/view/1lmp.pdb
Resolving files.rcsb.org (files.rcsb.org)... 128.6.244.12
Connecting to files.rcsb.org (files.rcsb.org)|128.6.244.12|:80... connected.
HTTP request sent, awaiting response... 200 OK
Length: unspecified [text/plain]
Saving to: ‘1lmp.pdb’

1lmp.pdb                [  <=>               ] 127.35K   356KB/s    in 0.4s    

2020-04-15 15:15:56 (356 KB/s) - ‘1lmp.pdb’ saved [130410]

In [28]:
! wget http://www.uniprot.org/uniprot/P48816.fasta
# (LYS_BOMMO))
--2020-04-15 15:35:55--  http://www.uniprot.org/uniprot/P48816.fasta
Resolving www.uniprot.org (www.uniprot.org)... 193.62.192.81, 128.175.245.202
Connecting to www.uniprot.org (www.uniprot.org)|193.62.192.81|:80... connected.
HTTP request sent, awaiting response... 301 Moved Permanently
Location: https://www.uniprot.org/uniprot/P48816.fasta [following]
--2020-04-15 15:35:56--  https://www.uniprot.org/uniprot/P48816.fasta
Connecting to www.uniprot.org (www.uniprot.org)|193.62.192.81|:443... connected.
HTTP request sent, awaiting response... 200 
Length: 203 [text/plain]
Saving to: ‘P48816.fasta’

P48816.fasta        100%[===================>]     203  --.-KB/s    in 0s      

2020-04-15 15:35:56 (32.7 MB/s) - ‘P48816.fasta’ saved [203/203]

In [35]:
alignm=modeller.alignment(env)
In [36]:
alignm.append(file='P48816.fasta', align_codes='all',alignment_format='FASTA')
## создадим модель
mdl = modeller.model(env, file='1lmp.pdb', model_segment=('FIRST:'+'A', 'LAST:'+'A'))
## и добавим в выравнивание
alignm.append_model(mdl, atom_files='1lmp.pdb', align_codes='1lmp')
## есть смысл поправить идентификаторы
alignm[0].code = 'sequence'
alignm[1].code = '3D'
In [37]:
alignm.salign()
alignm.write(file='1lmp_bommo.ali', alignment_format='PIR')
SALIGN_____> adding the next group to the alignment; iteration    1
In [39]:
#проверим выравнивание - нет лиганда
%cat 1lmp_bommo.ali
>P1;sequence
sequence::     : :     : :::-1.00:-1.00
MQKLIIFALVVLCVGSEAKTFTRCGLVHELRKHGFEENLMRNWVCLVEHESSRDTSKTNTNRNGSKDYGLFQIND
RYWCSKGASPGKD--CNVKCSDLLTDDITKAAKCAKKI-YKRHRFDAWYGWKNHCQGSLPDISSC-------*

>P1;3D
structureX:1lmp.pdb:   1 :A:+132 :A:MOL_ID  1; MOLECULE  LYSOZYME; CHAIN  A; SYNONYM  MUCOPEPTIDE N-ACETYLMURAMYLHYDROLASE; EC  3.2.1.17:MOL_ID  1; ORGANISM_SCIENTIFIC  ONCORHYNCHUS MYKISS; ORGANISM_COMMON  RAINBOW TROUT; ORGANISM_TAXID  8022; ORGAN  KIDNEY: 2.00: 0.16
---------------KVYDRCELARALKASGMDGYAGNSLPNWVCLSKWESSYNTQATNRNTDGSTDYGIFQINS
RYWCDDGRTPGAKNVCGIRCSQLLTDDLTVAIRCAKRVVLDPNGIGAWVAWRLHCQNQDLRSYVAGCGV...*
In [40]:
with open('1lmp_bommo.ali','r') as old:
    lines = old.readlines()
with open('1lmp_bommo_lig.ali','w') as new:
    for c, line in enumerate(lines):
        if c == 4:
            line = line[:-5]+'...*'
        new.write(line)
%cat 1lmp_bommo_lig.ali
>P1;sequence
sequence::     : :     : :::-1.00:-1.00
MQKLIIFALVVLCVGSEAKTFTRCGLVHELRKHGFEENLMRNWVCLVEHESSRDTSKTNTNRNGSKDYGLFQIND
RYWCSKGASPGKD--CNVKCSDLLTDDITKAAKCAKKI-YKRHRFDAWYGWKNHCQGSLPDISSC----...*
>P1;3D
structureX:1lmp.pdb:   1 :A:+132 :A:MOL_ID  1; MOLECULE  LYSOZYME; CHAIN  A; SYNONYM  MUCOPEPTIDE N-ACETYLMURAMYLHYDROLASE; EC  3.2.1.17:MOL_ID  1; ORGANISM_SCIENTIFIC  ONCORHYNCHUS MYKISS; ORGANISM_COMMON  RAINBOW TROUT; ORGANISM_TAXID  8022; ORGAN  KIDNEY: 2.00: 0.16
---------------KVYDRCELARALKASGMDGYAGNSLPNWVCLSKWESSYNTQATNRNTDGSTDYGIFQINS
RYWCDDGRTPGAKNVCGIRCSQLLTDDLTVAIRCAKRVVLDPNGIGAWVAWRLHCQNQDLRSYVAGCGV...*

Теперь можно создавать гомологичную модель

In [43]:
## Создаем объект automodel
a = modeller.automodel.automodel(env, alnfile='1lmp_bommo_lig.ali', knowns = alignm[1].code, sequence = alignm[0].code )

a.name='mod'+alignm[0].code
a.starting_model = 1
a.ending_model = 2
a.make()
automodel__W> Topology and/or parameter libraries already in memory. These will
                be used instead of the automodel defaults. If this is not what you
                want, clear them before creating the automodel object with
                env.libs.topology.clear() and env.libs.parameters.clear()
fndatmi_285W> Only      129 residues out of      132 contain atoms of type  CA
              (This is usually caused by non-standard residues, such
              as ligands, or by PDB files with missing atoms.)
fndatmi_285W> Only      129 residues out of      132 contain atoms of type  CA
              (This is usually caused by non-standard residues, such
              as ligands, or by PDB files with missing atoms.)

check_ali___> Checking the sequence-structure alignment. 

Implied intrachain target CA(i)-CA(i+1) distances longer than  8.0 angstroms:

ALN_POS  TMPL  RID1  RID2  NAM1  NAM2     DIST
----------------------------------------------
     88     1   73    76      D     C    8.895
END OF TABLE

getf_______W> RTF restraint not found in the atoms list:
              residue type, indices:     2   137
              atom names           : C     +N
              atom indices         :  1094     0

getf_______W> RTF restraint not found in the atoms list:
              residue type, indices:     2   137
              atom names           : C     CA    +N    O
              atom indices         :  1094  1091     0  1095
fndatmi_285W> Only      129 residues out of      132 contain atoms of type  CA
              (This is usually caused by non-standard residues, such
              as ligands, or by PDB files with missing atoms.)
patch_s_522_> Number of disulfides patched in MODEL:        3
mdtrsr__446W> A potential that relies on one protein is used, yet you have at
              least one known structure available. MDT, not library, potential is used.
iup2crm_280W> No topology library in memory or assigning a BLK residue.
              Default CHARMM atom type assigned:  C1 -->  CT2
              This message is written only for the first such atom.
43 atoms in HETATM/BLK residues constrained
to protein atoms within 2.30 angstroms
and protein CA atoms within 10.00 angstroms
43 atoms in residues without defined topology
constrained to be rigid bodies
condens_443_> Restraints marked for deletion were removed.
              Total number of restraints before, now:    13094    12134
iupac_m_397W> Atoms were not swapped because of the uncertainty of how to handle the H atom.
iupac_m_397W> Atoms were not swapped because of the uncertainty of how to handle the H atom.


>> ENERGY; Differences between the model's features and restraints:
Number of all residues in MODEL                   :      140
Number of all, selected real atoms                :     1139    1139
Number of all, selected pseudo atoms              :        0       0
Number of all static, selected restraints         :    12134   12134
COVALENT_CYS                                      :        F
NONBONDED_SEL_ATOMS                               :        1
Number of non-bonded pairs (excluding 1-2,1-3,1-4):     2475
Dynamic pairs routine                             : 2, NATM x NATM cell sorting
Atomic shift for contacts update (UPDATE_DYNAMIC) :    0.390
LENNARD_JONES_SWITCH                              :    6.500   7.500
COULOMB_JONES_SWITCH                              :    6.500   7.500
RESIDUE_SPAN_RANGE                                :        0   99999
NLOGN_USE                                         :       15
CONTACT_SHELL                                     :    4.000
DYNAMIC_PAIRS,_SPHERE,_COULOMB,_LENNARD,_MODELLER :        T       T       F       F       F
SPHERE_STDV                                       :    0.050
RADII_FACTOR                                      :    0.820
Current energy                                    :        1047.8652





Summary of the restraint violations: 

   NUM     ... number of restraints.
   NUMVI   ... number of restraints with RVIOL > VIOL_REPORT_CUT[i].
   RVIOL   ... relative difference from the best value.
   NUMVP   ... number of restraints with -Ln(pdf) > VIOL_REPORT_CUT2[i].
   RMS_1   ... RMS(feature, minimally_violated_basis_restraint, NUMB).
   RMS_2   ... RMS(feature, best_value, NUMB).
   MOL.PDF ... scaled contribution to -Ln(Molecular pdf).

 #                     RESTRAINT_GROUP      NUM   NUMVI  NUMVP   RMS_1   RMS_2         MOL.PDF     S_i
------------------------------------------------------------------------------------------------------
 1 Bond length potential              :    1119       0      2   0.009   0.009      27.769       1.000
 2 Bond angle potential               :    1504       1      7   2.204   2.204      146.14       1.000
 3 Stereochemical cosine torsion poten:     713       0     31  49.225  49.225      269.18       1.000
 4 Stereochemical improper torsion pot:     461       0      0   1.297   1.297      16.740       1.000
 5 Soft-sphere overlap restraints     :    2475       1      2   0.008   0.008      18.436       1.000
 6 Lennard-Jones 6-12 potential       :       0       0      0   0.000   0.000      0.0000       1.000
 7 Coulomb point-point electrostatic p:       0       0      0   0.000   0.000      0.0000       1.000
 8 H-bonding potential                :       0       0      0   0.000   0.000      0.0000       1.000
 9 Distance restraints 1 (CA-CA)      :    2215       0      4   0.293   0.293      93.297       1.000
10 Distance restraints 2 (N-O)        :    2371       0      8   0.336   0.336      134.43       1.000
11 Mainchain Phi dihedral restraints  :       0       0      0   0.000   0.000      0.0000       1.000
12 Mainchain Psi dihedral restraints  :       0       0      0   0.000   0.000      0.0000       1.000
13 Mainchain Omega dihedral restraints:     136       0      2   4.548   4.548      33.178       1.000
14 Sidechain Chi_1 dihedral restraints:     121       0      4  82.839  82.839      47.058       1.000
15 Sidechain Chi_2 dihedral restraints:      87       0      0  77.377  77.377      36.838       1.000
16 Sidechain Chi_3 dihedral restraints:      35       0      0  68.146  68.146      21.177       1.000
17 Sidechain Chi_4 dihedral restraints:      22       0      0  82.742  82.742      14.932       1.000
18 Disulfide distance restraints      :       3       0      0   0.031   0.031     0.49328       1.000
19 Disulfide angle restraints         :       6       0      0   3.040   3.040      1.2241       1.000
20 Disulfide dihedral angle restraints:       3       0      0  24.670  24.670      1.8416       1.000
21 Lower bound distance restraints    :       0       0      0   0.000   0.000      0.0000       1.000
22 Upper bound distance restraints    :       0       0      0   0.000   0.000      0.0000       1.000
23 Distance restraints 3 (SDCH-MNCH)  :    1316       0      0   0.365   0.365      30.168       1.000
24 Sidechain Chi_5 dihedral restraints:       0       0      0   0.000   0.000      0.0000       1.000
25 Phi/Psi pair of dihedral restraints:     135      18     19  31.070  59.331      96.269       1.000
26 Distance restraints 4 (SDCH-SDCH)  :     498       0      0   0.630   0.630      33.620       1.000
27 Distance restraints 5 (X-Y)        :    1389       0      2   0.045   0.045      25.071       1.000
28 NMR distance restraints 6 (X-Y)    :       0       0      0   0.000   0.000      0.0000       1.000
29 NMR distance restraints 7 (X-Y)    :       0       0      0   0.000   0.000      0.0000       1.000
30 Minimal distance restraints        :       0       0      0   0.000   0.000      0.0000       1.000
31 Non-bonded restraints              :       0       0      0   0.000   0.000      0.0000       1.000
32 Atomic accessibility restraints    :       0       0      0   0.000   0.000      0.0000       1.000
33 Atomic density restraints          :       0       0      0   0.000   0.000      0.0000       1.000
34 Absolute position restraints       :       0       0      0   0.000   0.000      0.0000       1.000
35 Dihedral angle difference restraint:       0       0      0   0.000   0.000      0.0000       1.000
36 GBSA implicit solvent potential    :       0       0      0   0.000   0.000      0.0000       1.000
37 EM density fitting potential       :       0       0      0   0.000   0.000      0.0000       1.000
38 SAXS restraints                    :       0       0      0   0.000   0.000      0.0000       1.000
39 Symmetry restraints                :       0       0      0   0.000   0.000      0.0000       1.000



# Heavy relative violation of each residue is written to: sequence.V99990001
# The profile is NOT normalized by the number of restraints.
# The profiles are smoothed over a window of residues:    1
# The sum of all numbers in the file:   16273.3477



List of the violated restraints:
   A restraint is violated when the relative difference
   from the best value (RVIOL) is larger than CUTOFF.

   ICSR   ... index of a restraint in the current set.
   RESNO  ... residue numbers of the first two atoms.
   ATM    ... IUPAC atom names of the first two atoms.
   FEAT   ... the value of the feature in the model.
   restr  ... the mean of the basis restraint with the smallest
              difference from the model (local minimum).
   viol   ... difference from the local minimum.
   rviol  ... relative difference from the local minimum.
   RESTR  ... the best value (global minimum).
   VIOL   ... difference from the best value.
   RVIOL  ... relative difference from the best value.


-------------------------------------------------------------------------------------------------

Feature  2                           : Bond angle potential                    
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   2080  88D  88D N   CA    697  698  126.53  107.00   19.53    5.62  107.00   19.53    5.62

-------------------------------------------------------------------------------------------------

Feature 25                           : Phi/Psi pair of dihedral restraints     
List of the RVIOL violations larger than   :       6.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   3810   1M   2Q C   N       7    9  -70.37  -73.00   22.36    1.52  -63.80  156.93   23.42
    1          2Q   2Q N   CA      9   10  162.90  140.70                  -40.30
    2   3811   2Q   3K C   N      16   18  -61.23  -70.20   16.00    1.33  -62.90  165.56   21.41
    2          3K   3K N   CA     18   19  153.65  140.40                  -40.80
    3   3812   3K   4L C   N      25   27  -58.98  -70.70   20.64    1.28  -63.50  165.88   23.29
    3          4L   4L N   CA     27   28  124.61  141.60                  -41.20
    4   3815   6I   7F C   N      49   51  -64.27  -71.40   20.70    1.44  -63.20  165.58   22.92
    4          7F   7F N   CA     51   52  121.27  140.70                  -44.30
    5   3816   7F   8A C   N      60   62  159.82 -134.00   68.09    1.72  -62.50 -151.83   41.22
    5          8A   8A N   CA     62   63  162.97  147.00                  -40.90
    6   3817   8A   9L C   N      65   67  -94.14 -108.50   31.44    1.52  -63.50  148.92   19.14
    6          9L   9L N   CA     67   68  104.53  132.50                  -41.20
    7   3820  11V  12L C   N      87   89  -92.38 -108.50   38.06    1.85  -63.50  142.19   18.29
    7         12L  12L N   CA     89   90   98.02  132.50                  -41.20
    8   3823  14V  15G C   N     108  110 -114.63  -80.20   49.34    3.47   82.20 -151.22   16.25
    8         15G  15G N   CA    110  111  138.75  174.10                    8.50
    9   3824  15G  16S C   N     112  114 -129.58 -136.60    7.43    0.24  -64.10 -171.98   18.24
    9         16S  16S N   CA    114  115  148.75  151.20                  -35.00
   10   3844  35F  36E C   N     274  276   56.95   54.60    9.54    0.56  -63.60  141.17   24.29
   10         36E  36E N   CA    276  277   33.16   42.40                  -40.30
   11   3859  50E  51S C   N     405  407 -140.56  -64.10   85.25    8.88  -64.10   85.25    8.88
   11         51S  51S N   CA    407  408    2.70  -35.00                  -35.00
   12   3860  51S  52S C   N     411  413   57.67   56.90    4.41    0.35  -64.10  143.40   18.79
   12         52S  52S N   CA    413  414   40.74   36.40                  -35.00
   13   3896  87K  88D C   N     695  697 -139.24  -63.30   84.13   14.36  -63.30   84.13   14.36
   13         88D  88D N   CA    697  698  -76.21  -40.00                  -40.00
   14   3920 111I 112Y C   N     872  874  -42.47  -98.40   62.23    3.82  -63.50  146.04   24.26
   14        112Y 112Y N   CA    874  875  101.12  128.40                  -43.40
   15   3922 113K 114R C   N     893  895  -84.56 -125.20   78.47    2.74  -63.00  116.58   14.42
   15        114R 114R N   CA    895  896   73.47  140.60                  -41.10
   16   3923 114R 115H C   N     904  906 -157.13  -63.20   94.53   14.44  -63.20   94.53   14.44
   16        115H 115H N   CA    906  907  -31.67  -42.30                  -42.30
   17   3934 125N 126H C   N    1010 1012 -122.97  -63.20   77.81    9.09  -63.20   77.81    9.09
   17        126H 126H N   CA   1012 1013    7.51  -42.30                  -42.30
   18   3935 126H 127C C   N    1020 1022 -125.93  -63.00   64.48    9.90  -63.00   64.48    9.90
   18        127C 127C N   CA   1022 1023  -27.01  -41.10                  -41.10


report______> Distribution of short non-bonded contacts:


DISTANCE1:  0.00 2.10 2.20 2.30 2.40 2.50 2.60 2.70 2.80 2.90 3.00 3.10 3.20 3.30 3.40
DISTANCE2:  2.10 2.20 2.30 2.40 2.50 2.60 2.70 2.80 2.90 3.00 3.10 3.20 3.30 3.40 3.50
FREQUENCY:     0    0    0    0    1    7   17   61   86  122  132  140  177  174  192


<< end of ENERGY.
iupac_m_397W> Atoms were not swapped because of the uncertainty of how to handle the H atom.
iupac_m_397W> Atoms were not swapped because of the uncertainty of how to handle the H atom.


>> ENERGY; Differences between the model's features and restraints:
Number of all residues in MODEL                   :      140
Number of all, selected real atoms                :     1139    1139
Number of all, selected pseudo atoms              :        0       0
Number of all static, selected restraints         :    12134   12134
COVALENT_CYS                                      :        F
NONBONDED_SEL_ATOMS                               :        1
Number of non-bonded pairs (excluding 1-2,1-3,1-4):     2409
Dynamic pairs routine                             : 2, NATM x NATM cell sorting
Atomic shift for contacts update (UPDATE_DYNAMIC) :    0.390
LENNARD_JONES_SWITCH                              :    6.500   7.500
COULOMB_JONES_SWITCH                              :    6.500   7.500
RESIDUE_SPAN_RANGE                                :        0   99999
NLOGN_USE                                         :       15
CONTACT_SHELL                                     :    4.000
DYNAMIC_PAIRS,_SPHERE,_COULOMB,_LENNARD,_MODELLER :        T       T       F       F       F
SPHERE_STDV                                       :    0.050
RADII_FACTOR                                      :    0.820
Current energy                                    :        1057.4894





Summary of the restraint violations: 

   NUM     ... number of restraints.
   NUMVI   ... number of restraints with RVIOL > VIOL_REPORT_CUT[i].
   RVIOL   ... relative difference from the best value.
   NUMVP   ... number of restraints with -Ln(pdf) > VIOL_REPORT_CUT2[i].
   RMS_1   ... RMS(feature, minimally_violated_basis_restraint, NUMB).
   RMS_2   ... RMS(feature, best_value, NUMB).
   MOL.PDF ... scaled contribution to -Ln(Molecular pdf).

 #                     RESTRAINT_GROUP      NUM   NUMVI  NUMVP   RMS_1   RMS_2         MOL.PDF     S_i
------------------------------------------------------------------------------------------------------
 1 Bond length potential              :    1119       0      1   0.009   0.009      25.862       1.000
 2 Bond angle potential               :    1504       1      9   2.228   2.228      151.24       1.000
 3 Stereochemical cosine torsion poten:     713       0     33  48.548  48.548      263.31       1.000
 4 Stereochemical improper torsion pot:     461       0      0   1.300   1.300      17.383       1.000
 5 Soft-sphere overlap restraints     :    2409       2      2   0.008   0.008      18.890       1.000
 6 Lennard-Jones 6-12 potential       :       0       0      0   0.000   0.000      0.0000       1.000
 7 Coulomb point-point electrostatic p:       0       0      0   0.000   0.000      0.0000       1.000
 8 H-bonding potential                :       0       0      0   0.000   0.000      0.0000       1.000
 9 Distance restraints 1 (CA-CA)      :    2215       0      4   0.293   0.293      98.534       1.000
10 Distance restraints 2 (N-O)        :    2371       0      8   0.333   0.333      139.50       1.000
11 Mainchain Phi dihedral restraints  :       0       0      0   0.000   0.000      0.0000       1.000
12 Mainchain Psi dihedral restraints  :       0       0      0   0.000   0.000      0.0000       1.000
13 Mainchain Omega dihedral restraints:     136       0      3   4.665   4.665      34.909       1.000
14 Sidechain Chi_1 dihedral restraints:     121       0      3  76.526  76.526      43.977       1.000
15 Sidechain Chi_2 dihedral restraints:      87       0      0  82.350  82.350      42.830       1.000
16 Sidechain Chi_3 dihedral restraints:      35       0      0  82.328  82.328      23.634       1.000
17 Sidechain Chi_4 dihedral restraints:      22       0      0  75.469  75.469      14.848       1.000
18 Disulfide distance restraints      :       3       0      0   0.025   0.025     0.31739       1.000
19 Disulfide angle restraints         :       6       0      0   2.732   2.732     0.98916       1.000
20 Disulfide dihedral angle restraints:       3       0      0  21.964  21.964      1.4059       1.000
21 Lower bound distance restraints    :       0       0      0   0.000   0.000      0.0000       1.000
22 Upper bound distance restraints    :       0       0      0   0.000   0.000      0.0000       1.000
23 Distance restraints 3 (SDCH-MNCH)  :    1316       0      0   0.398   0.398      37.855       1.000
24 Sidechain Chi_5 dihedral restraints:       0       0      0   0.000   0.000      0.0000       1.000
25 Phi/Psi pair of dihedral restraints:     135      15     19  25.153  60.298      85.103       1.000
26 Distance restraints 4 (SDCH-SDCH)  :     498       0      0   0.627   0.627      32.538       1.000
27 Distance restraints 5 (X-Y)        :    1389       0      1   0.046   0.046      24.368       1.000
28 NMR distance restraints 6 (X-Y)    :       0       0      0   0.000   0.000      0.0000       1.000
29 NMR distance restraints 7 (X-Y)    :       0       0      0   0.000   0.000      0.0000       1.000
30 Minimal distance restraints        :       0       0      0   0.000   0.000      0.0000       1.000
31 Non-bonded restraints              :       0       0      0   0.000   0.000      0.0000       1.000
32 Atomic accessibility restraints    :       0       0      0   0.000   0.000      0.0000       1.000
33 Atomic density restraints          :       0       0      0   0.000   0.000      0.0000       1.000
34 Absolute position restraints       :       0       0      0   0.000   0.000      0.0000       1.000
35 Dihedral angle difference restraint:       0       0      0   0.000   0.000      0.0000       1.000
36 GBSA implicit solvent potential    :       0       0      0   0.000   0.000      0.0000       1.000
37 EM density fitting potential       :       0       0      0   0.000   0.000      0.0000       1.000
38 SAXS restraints                    :       0       0      0   0.000   0.000      0.0000       1.000
39 Symmetry restraints                :       0       0      0   0.000   0.000      0.0000       1.000



# Heavy relative violation of each residue is written to: sequence.V99990002
# The profile is NOT normalized by the number of restraints.
# The profiles are smoothed over a window of residues:    1
# The sum of all numbers in the file:   16027.3486



List of the violated restraints:
   A restraint is violated when the relative difference
   from the best value (RVIOL) is larger than CUTOFF.

   ICSR   ... index of a restraint in the current set.
   RESNO  ... residue numbers of the first two atoms.
   ATM    ... IUPAC atom names of the first two atoms.
   FEAT   ... the value of the feature in the model.
   restr  ... the mean of the basis restraint with the smallest
              difference from the model (local minimum).
   viol   ... difference from the local minimum.
   rviol  ... relative difference from the local minimum.
   RESTR  ... the best value (global minimum).
   VIOL   ... difference from the best value.
   RVIOL  ... relative difference from the best value.


-------------------------------------------------------------------------------------------------

Feature  2                           : Bond angle potential                    
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   2080  88D  88D N   CA    697  698  128.06  107.00   21.06    6.05  107.00   21.06    6.05

-------------------------------------------------------------------------------------------------

Feature 25                           : Phi/Psi pair of dihedral restraints     
List of the RVIOL violations larger than   :       6.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   3810   1M   2Q C   N       7    9 -107.21 -121.10   48.82    2.50  -63.80  140.09   22.91
    1          2Q   2Q N   CA      9   10 -173.49  139.70                  -40.30
    2   3811   2Q   3K C   N      16   18  -60.49  -70.20   21.56    1.76  -62.90  159.57   20.59
    2          3K   3K N   CA     18   19  159.65  140.40                  -40.80
    3   3812   3K   4L C   N      25   27  -64.41  -70.70   38.76    2.71  -63.50  144.55   20.02
    3          4L   4L N   CA     27   28  103.35  141.60                  -41.20
    4   3815   6I   7F C   N      49   51 -161.55 -124.20   37.98    1.28  -63.20 -167.47   32.92
    4          7F   7F N   CA     51   52  150.18  143.30                  -44.30
    5   3816   7F   8A C   N      60   62 -171.84 -134.00   45.23    1.10  -62.50 -176.54   35.81
    5          8A   8A N   CA     62   63  171.79  147.00                  -40.90
    6   3817   8A   9L C   N      65   67  -68.19  -70.70   10.74    0.91  -63.50  166.82   23.43
    6          9L   9L N   CA     67   68  152.04  141.60                  -41.20
    7   3820  11V  12L C   N      87   89 -141.14 -108.50   37.77    1.67  -63.50 -175.57   30.41
    7         12L  12L N   CA     89   90  151.51  132.50                  -41.20
    8   3823  14V  15G C   N     108  110  -96.36  -80.20   33.19    0.78   82.20 -116.59   18.79
    8         15G  15G N   CA    110  111 -156.92  174.10                    8.50
    9   3824  15G  16S C   N     112  114 -111.77 -136.60   28.67    0.87  -64.10  178.34   11.05
    9         16S  16S N   CA    114  115  136.85  151.20                  -35.00
   10   3844  35F  36E C   N     274  276   52.87   54.60    4.00    0.44  -63.60  140.79   24.21
   10         36E  36E N   CA    276  277   38.79   42.40                  -40.30
   11   3859  50E  51S C   N     405  407 -138.32  -64.10   83.82    8.59  -64.10   83.82    8.59
   11         51S  51S N   CA    407  408    3.96  -35.00                  -35.00
   12   3860  51S  52S C   N     411  413   59.98   56.90    6.16    0.26  -64.10  140.57   18.61
   12         52S  52S N   CA    413  414   31.07   36.40                  -35.00
   13   3896  87K  88D C   N     695  697  175.19  -96.50   94.37    3.84  -63.30  171.42   19.38
   13         88D  88D N   CA    697  698   80.92  114.20                  -40.00
   14   3923 114R 115H C   N     904  906  -79.63 -125.60   68.20    1.71  -63.20  131.74   15.51
   14        115H 115H N   CA    906  907   88.41  138.80                  -42.30
   15   3924 115H 116R C   N     914  916  -55.71  -63.00   43.20    5.38 -125.20  152.49    8.39
   15        116R 116R N   CA    916  917  -83.67  -41.10                  140.60


report______> Distribution of short non-bonded contacts:


DISTANCE1:  0.00 2.10 2.20 2.30 2.40 2.50 2.60 2.70 2.80 2.90 3.00 3.10 3.20 3.30 3.40
DISTANCE2:  2.10 2.20 2.30 2.40 2.50 2.60 2.70 2.80 2.90 3.00 3.10 3.20 3.30 3.40 3.50
FREQUENCY:     0    0    0    0    1    6   16   60   78  119  128  117  173  177  176


<< end of ENERGY.

>> Summary of successfully produced models:
Filename                          molpdf
----------------------------------------
sequence.B99990001.pdb        1047.86523
sequence.B99990002.pdb        1057.48938

Посмотрим на них: розовым - созданная модель, желтым - референсная

оба лиганда на месте - слились

mod.png

In [50]:
! rm sequence.rsr # удаляем рестрейны
In [64]:
class mymodel(modeller.automodel.automodel):
    def special_restraints(self, aln):
        rsr = self.restraints
        at = self.atoms
        for x,y in [('N:14','O6:138')]: #вносим ограничение на расстоянии до 1 ангстрема N - 14 остатка и О6 - лиганда
            rsr.add(modeller.forms.gaussian(group=modeller.physical.xy_distance, 
                                            feature=modeller.features.distance(
                                            at[x],at[y]),mean=1.0, stdev=0.01))

from modeller import *
from modeller.automodel import *    
a = mymodel(env, alnfile='1lmp_bommo_lig.ali', knowns=alignm[1].code, sequence=alignm[0].code)
automodel__W> Topology and/or parameter libraries already in memory. These will
                be used instead of the automodel defaults. If this is not what you
                want, clear them before creating the automodel object with
                env.libs.topology.clear() and env.libs.parameters.clear()
In [65]:
a.name = 'mod' + alignm[0].code
a.starting_model = 1
a.ending_model = 2
a.make()
fndatmi_285W> Only      129 residues out of      132 contain atoms of type  CA
              (This is usually caused by non-standard residues, such
              as ligands, or by PDB files with missing atoms.)
fndatmi_285W> Only      129 residues out of      132 contain atoms of type  CA
              (This is usually caused by non-standard residues, such
              as ligands, or by PDB files with missing atoms.)

check_ali___> Checking the sequence-structure alignment. 

Implied intrachain target CA(i)-CA(i+1) distances longer than  8.0 angstroms:

ALN_POS  TMPL  RID1  RID2  NAM1  NAM2     DIST
----------------------------------------------
     88     1   73    76      D     C    8.895
END OF TABLE

getf_______W> RTF restraint not found in the atoms list:
              residue type, indices:     2   137
              atom names           : C     +N
              atom indices         :  1094     0

getf_______W> RTF restraint not found in the atoms list:
              residue type, indices:     2   137
              atom names           : C     CA    +N    O
              atom indices         :  1094  1091     0  1095
fndatmi_285W> Only      129 residues out of      132 contain atoms of type  CA
              (This is usually caused by non-standard residues, such
              as ligands, or by PDB files with missing atoms.)
patch_s_522_> Number of disulfides patched in MODEL:        3
mdtrsr__446W> A potential that relies on one protein is used, yet you have at
              least one known structure available. MDT, not library, potential is used.
iup2crm_280W> No topology library in memory or assigning a BLK residue.
              Default CHARMM atom type assigned:  C1 -->  CT2
              This message is written only for the first such atom.
43 atoms in HETATM/BLK residues constrained
to protein atoms within 2.30 angstroms
and protein CA atoms within 10.00 angstroms
43 atoms in residues without defined topology
constrained to be rigid bodies
condens_443_> Restraints marked for deletion were removed.
              Total number of restraints before, now:    13095    12135
iupac_m_397W> Atoms were not swapped because of the uncertainty of how to handle the H atom.


>> ENERGY; Differences between the model's features and restraints:
Number of all residues in MODEL                   :      140
Number of all, selected real atoms                :     1139    1139
Number of all, selected pseudo atoms              :        0       0
Number of all static, selected restraints         :    12135   12135
COVALENT_CYS                                      :        F
NONBONDED_SEL_ATOMS                               :        1
Number of non-bonded pairs (excluding 1-2,1-3,1-4):     2991
Dynamic pairs routine                             : 2, NATM x NATM cell sorting
Atomic shift for contacts update (UPDATE_DYNAMIC) :    0.390
LENNARD_JONES_SWITCH                              :    6.500   7.500
COULOMB_JONES_SWITCH                              :    6.500   7.500
RESIDUE_SPAN_RANGE                                :        0   99999
NLOGN_USE                                         :       15
CONTACT_SHELL                                     :    4.000
DYNAMIC_PAIRS,_SPHERE,_COULOMB,_LENNARD,_MODELLER :        T       T       F       F       F
SPHERE_STDV                                       :    0.050
RADII_FACTOR                                      :    0.820
Current energy                                    :        3882.2852





Summary of the restraint violations: 

   NUM     ... number of restraints.
   NUMVI   ... number of restraints with RVIOL > VIOL_REPORT_CUT[i].
   RVIOL   ... relative difference from the best value.
   NUMVP   ... number of restraints with -Ln(pdf) > VIOL_REPORT_CUT2[i].
   RMS_1   ... RMS(feature, minimally_violated_basis_restraint, NUMB).
   RMS_2   ... RMS(feature, best_value, NUMB).
   MOL.PDF ... scaled contribution to -Ln(Molecular pdf).

 #                     RESTRAINT_GROUP      NUM   NUMVI  NUMVP   RMS_1   RMS_2         MOL.PDF     S_i
------------------------------------------------------------------------------------------------------
 1 Bond length potential              :    1119      14     17   0.033   0.033      369.74       1.000
 2 Bond angle potential               :    1504      11     45   3.815   3.815      442.80       1.000
 3 Stereochemical cosine torsion poten:     713       0     40  49.851  49.851      276.24       1.000
 4 Stereochemical improper torsion pot:     461       1      4   2.301   2.301      51.052       1.000
 5 Soft-sphere overlap restraints     :    2991       5      6   0.034   0.034      406.74       1.000
 6 Lennard-Jones 6-12 potential       :       0       0      0   0.000   0.000      0.0000       1.000
 7 Coulomb point-point electrostatic p:       0       0      0   0.000   0.000      0.0000       1.000
 8 H-bonding potential                :       0       0      0   0.000   0.000      0.0000       1.000
 9 Distance restraints 1 (CA-CA)      :    2215      31     62   0.732   0.732      859.49       1.000
10 Distance restraints 2 (N-O)        :    2371      24     57   0.648   0.648      707.41       1.000
11 Mainchain Phi dihedral restraints  :       0       0      0   0.000   0.000      0.0000       1.000
12 Mainchain Psi dihedral restraints  :       0       0      0   0.000   0.000      0.0000       1.000
13 Mainchain Omega dihedral restraints:     136       1      4   6.042   6.042      58.557       1.000
14 Sidechain Chi_1 dihedral restraints:     121       0      6  75.529  75.529      52.784       1.000
15 Sidechain Chi_2 dihedral restraints:      87       0      2  77.034  77.034      41.522       1.000
16 Sidechain Chi_3 dihedral restraints:      35       0      0  70.226  70.226      23.186       1.000
17 Sidechain Chi_4 dihedral restraints:      22       0      0  63.942  63.942      11.946       1.000
18 Disulfide distance restraints      :       3       0      0   0.020   0.020     0.20735       1.000
19 Disulfide angle restraints         :       6       0      1   5.843   5.843      4.5230       1.000
20 Disulfide dihedral angle restraints:       3       0      0  28.703  28.703      2.4671       1.000
21 Lower bound distance restraints    :       0       0      0   0.000   0.000      0.0000       1.000
22 Upper bound distance restraints    :       0       0      0   0.000   0.000      0.0000       1.000
23 Distance restraints 3 (SDCH-MNCH)  :    1316       0      0   0.394   0.394      33.488       1.000
24 Sidechain Chi_5 dihedral restraints:       0       0      0   0.000   0.000      0.0000       1.000
25 Phi/Psi pair of dihedral restraints:     135      22     28  38.051  69.691      146.78       1.000
26 Distance restraints 4 (SDCH-SDCH)  :     498       4      8   1.317   1.317      130.99       1.000
27 Distance restraints 5 (X-Y)        :    1390       1     24   0.122   0.122      262.37       1.000
28 NMR distance restraints 6 (X-Y)    :       0       0      0   0.000   0.000      0.0000       1.000
29 NMR distance restraints 7 (X-Y)    :       0       0      0   0.000   0.000      0.0000       1.000
30 Minimal distance restraints        :       0       0      0   0.000   0.000      0.0000       1.000
31 Non-bonded restraints              :       0       0      0   0.000   0.000      0.0000       1.000
32 Atomic accessibility restraints    :       0       0      0   0.000   0.000      0.0000       1.000
33 Atomic density restraints          :       0       0      0   0.000   0.000      0.0000       1.000
34 Absolute position restraints       :       0       0      0   0.000   0.000      0.0000       1.000
35 Dihedral angle difference restraint:       0       0      0   0.000   0.000      0.0000       1.000
36 GBSA implicit solvent potential    :       0       0      0   0.000   0.000      0.0000       1.000
37 EM density fitting potential       :       0       0      0   0.000   0.000      0.0000       1.000
38 SAXS restraints                    :       0       0      0   0.000   0.000      0.0000       1.000
39 Symmetry restraints                :       0       0      0   0.000   0.000      0.0000       1.000



# Heavy relative violation of each residue is written to: sequence.V99990001
# The profile is NOT normalized by the number of restraints.
# The profiles are smoothed over a window of residues:    1
# The sum of all numbers in the file:   22063.8926



List of the violated restraints:
   A restraint is violated when the relative difference
   from the best value (RVIOL) is larger than CUTOFF.

   ICSR   ... index of a restraint in the current set.
   RESNO  ... residue numbers of the first two atoms.
   ATM    ... IUPAC atom names of the first two atoms.
   FEAT   ... the value of the feature in the model.
   restr  ... the mean of the basis restraint with the smallest
              difference from the model (local minimum).
   viol   ... difference from the local minimum.
   rviol  ... relative difference from the local minimum.
   RESTR  ... the best value (global minimum).
   VIOL   ... difference from the best value.
   RVIOL  ... relative difference from the best value.


-------------------------------------------------------------------------------------------------

Feature  1                           : Bond length potential                   
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1    103  13C  14V C   N     101  103    1.54    1.35    0.19    6.86    1.35    0.19    6.86
    2    107  14V  14V N   CA    103  104    1.76    1.43    0.33   10.95    1.43    0.33   10.95
    3    109  14V  14V C   CA    108  104    1.94    1.49    0.45   12.94    1.49    0.45   12.94
    4    110  14V  15G C   N     108  110    1.62    1.35    0.27    9.70    1.35    0.27    9.70
    5    111  15G  15G N   CA    110  111    1.76    1.43    0.33   11.00    1.43    0.33   11.00
    6    113  15G  15G C   CA    112  111    1.91    1.49    0.42   12.07    1.49    0.42   12.07
    7    114  15G  16S C   N     112  114    1.63    1.35    0.28   10.07    1.35    0.28   10.07
    8    117  16S  16S N   CA    114  115    1.71    1.43    0.28    9.26    1.43    0.28    9.26
    9    119  16S  16S C   CA    118  115    1.77    1.49    0.28    8.11    1.49    0.28    8.11
   10    120  16S  17E C   N     118  120    1.51    1.35    0.16    5.76    1.35    0.16    5.76
   11    126  17E  17E N   CA    120  121    1.61    1.43    0.18    5.84    1.43    0.18    5.84
   12    128  17E  17E C   CA    127  121    1.67    1.49    0.18    5.33    1.49    0.18    5.33
   13    129  17E  18A C   N     127  129    1.49    1.35    0.14    5.00    1.35    0.14    5.00
   14    131  18A  18A N   CA    129  130    1.57    1.43    0.14    4.70    1.43    0.14    4.70

-------------------------------------------------------------------------------------------------

Feature  2                           : Bond angle potential                    
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   1263  14V  14V N   CA    103  104  136.78  107.00   29.78    8.56  107.00   29.78    8.56
    2   1267  14V  14V CA  C     104  108  137.49  116.50   20.99    6.04  116.50   20.99    6.04
    3   1270  14V  15G C   N     108  110  142.88  120.00   22.88    5.20  120.00   22.88    5.20
    4   1272  15G  15G N   CA    110  111  138.19  107.00   31.19    8.97  107.00   31.19    8.97
    5   1274  15G  15G CA  C     111  112  137.20  116.50   20.71    5.95  116.50   20.71    5.95
    6   1275  15G  16S C   N     112  114  141.73  120.00   21.73    4.94  120.00   21.73    4.94
    7   1278  16S  16S N   CA    114  115  135.61  107.00   28.61    8.23  107.00   28.61    8.23
    8   1286  17E  17E N   CA    120  121  130.01  107.00   23.01    6.61  107.00   23.01    6.61
    9   2080  88D  88D N   CA    697  698  126.99  107.00   19.99    5.75  107.00   19.99    5.75

-------------------------------------------------------------------------------------------------

Feature  9                           : Distance restraints 1 (CA-CA)           
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   4357  16S  54D CA  CA    115  431   10.04    5.80    4.24    8.73    5.80    4.24    8.73
    2   4358  16S  55T CA  CA    115  439    8.12    5.51    2.61    6.01    5.51    2.61    6.01
    3   4359  16S  56S CA  CA    115  446   11.18    6.77    4.41    8.10    6.77    4.41    8.10
    4   4370  16S  98T CA  CA    115  772   10.66    7.38    3.29    4.73    7.38    3.29    4.73
    5   4371  16S  99D CA  CA    115  779   10.62    4.93    5.70   10.40    4.93    5.70   10.40
    6   4391  17E  54D CA  CA    121  431    6.83    4.29    2.54    5.83    4.29    2.54    5.83

-------------------------------------------------------------------------------------------------

Feature 10                           : Distance restraints 2 (N-O)             
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   6563  16S  52S N   O     114  418   12.85    9.40    3.45    4.66    9.40    3.45    4.66
    2   6564  16S  53R N   O     114  429   10.38    6.35    4.04    7.36    6.35    4.04    7.36
    3   6566  16S  55T N   O     114  444    9.18    6.09    3.08    5.88    6.09    3.08    5.88
    4   6567  16S  56S N   O     114  450   12.58    7.78    4.81    7.07    7.78    4.81    7.07
    5   6573  16S  97L N   O     114  770   11.11    5.18    5.93    9.46    5.18    5.93    9.46
    6   6574  16S  98T N   O     114  777   10.14    5.41    4.73    6.85    5.41    4.73    6.85
    7   6575  16S  99D N   O     114  785   11.21    6.03    5.19    7.13    6.03    5.19    7.13
    8   6581  17E  52S N   O     120  418   10.10    6.94    3.17    4.55    6.94    3.17    4.55
    9   6582  17E  53R N   O     120  429    6.85    4.43    2.42    4.60    4.43    2.42    4.60
   10   7316  54D  16S N   O     430  119    7.38    4.59    2.79    5.05    4.59    2.79    5.05
   11   7342  55T  16S N   O     438  119    6.31    3.07    3.24    6.97    3.07    3.24    6.97
   12   7369  56S  16S N   O     445  119    7.64    4.83    2.81    4.73    4.83    2.81    4.73
   13   8023  86G  63N N   O     684  508   10.64    7.27    3.36    4.75    7.27    3.36    4.75
   14   8033  87K  63N N   O     688  508   12.14    8.66    3.48    5.81    8.66    3.48    5.81

-------------------------------------------------------------------------------------------------

Feature 25                           : Phi/Psi pair of dihedral restraints     
List of the RVIOL violations larger than   :       6.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   3810   1M   2Q C   N       7    9  -82.92  -73.00   10.85    0.68  -63.80  175.65   26.84
    1          2Q   2Q N   CA      9   10  145.09  140.70                  -40.30
    2   3811   2Q   3K C   N      16   18  -71.27  -70.20   12.14    0.90  -62.90  169.31   21.54
    2          3K   3K N   CA     18   19  128.30  140.40                  -40.80
    3   3812   3K   4L C   N      25   27  -99.40 -108.50   20.47    0.99  -63.50  159.46   20.38
    3          4L   4L N   CA     27   28  114.16  132.50                  -41.20
    4   3815   6I   7F C   N      49   51  -64.45  -71.40   20.41    1.43  -63.20  165.81   22.94
    4          7F   7F N   CA     51   52  121.51  140.70                  -44.30
    5   3816   7F   8A C   N      60   62 -121.89 -134.00   15.37    0.40  -62.50 -171.94   28.56
    5          8A   8A N   CA     62   63  137.54  147.00                  -40.90
    6   3817   8A   9L C   N      65   67 -137.47 -108.50   52.42    2.98  -63.50  149.59   18.33
    6          9L   9L N   CA     67   68   88.82  132.50                  -41.20
    7   3820  11V  12L C   N      87   89 -176.13 -108.50  119.72    5.60  -63.50  142.63   26.10
    7         12L  12L N   CA     89   90 -128.71  132.50                  -41.20
    8   3823  14V  15G C   N     108  110  172.16 -167.20   23.26    0.73   82.20  179.53   12.72
    8         15G  15G N   CA    110  111  163.86  174.60                    8.50
    9   3824  15G  16S C   N     112  114 -164.04 -136.60   81.52    3.47  -64.10  139.29   17.23
    9         16S  16S N   CA    114  115 -132.04  151.20                  -35.00
   10   3826  17E  18A C   N     127  129  150.07 -134.00   84.65    1.93  -68.20  147.03   11.07
   10         18A  18A N   CA    129  130 -175.59  147.00                  145.30
   11   3841  32K  33H C   N     249  251  -57.84  -63.20   10.50    1.12 -125.60 -177.11    8.00
   11         33H  33H N   CA    251  252  -51.33  -42.30                  138.80
   12   3842  33H  34G C   N     259  261  -86.23  -62.40   29.96    4.38   82.20  171.37   12.50
   12         34G  34G N   CA    261  262  -23.05  -41.20                    8.50
   13   3844  35F  36E C   N     274  276   56.99   54.60    9.40    0.55  -63.60  141.28   24.31
   13         36E  36E N   CA    276  277   33.30   42.40                  -40.30
   14   3859  50E  51S C   N     405  407 -149.53  -64.10   99.23    9.82  -64.10   99.23    9.82
   14         51S  51S N   CA    407  408   15.49  -35.00                  -35.00
   15   3860  51S  52S C   N     411  413   54.27   56.90    8.16    0.34  -64.10  142.38   18.54
   15         52S  52S N   CA    413  414   44.12   36.40                  -35.00
   16   3871  62R  63N C   N     499  501  -72.47 -119.90   70.66    3.84  -63.20  129.85   16.75
   16         63N  63N N   CA    501  502 -170.62  137.00                  -41.10
   17   3872  63N  64G C   N     507  509  -68.93  -62.40   22.91    3.17   82.20  153.65   11.19
   17         64G  64G N   CA    509  510  -19.24  -41.20                    8.50
   18   3896  87K  88D C   N     695  697  169.63  -96.50   96.65    3.93  -63.30 -177.34   20.51
   18         88D  88D N   CA    697  698   91.21  114.20                  -40.00
   19   3920 111I 112Y C   N     872  874  -48.24  -98.40   56.05    3.47  -63.50  147.60   24.21
   19        112Y 112Y N   CA    874  875  103.41  128.40                  -43.40
   20   3922 113K 114R C   N     893  895  -78.10 -125.20   63.18    1.89  -63.00  140.41   18.00
   20        114R 114R N   CA    895  896   98.49  140.60                  -41.10
   21   3923 114R 115H C   N     904  906  175.06  -63.20  122.04   18.92  -63.20  122.04   18.92
   21        115H 115H N   CA    906  907  -33.72  -42.30                  -42.30
   22   3944 135S 136S C   N    1082 1084  -83.68  -72.40   87.01    4.74  -64.10   88.52    7.74
   22        136S 136S N   CA   1084 1085 -121.33  152.40                  -35.00

-------------------------------------------------------------------------------------------------

Feature 26                           : Distance restraints 4 (SDCH-SDCH)       
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1  10251  16S  99D CB  CB    116  780   12.06    3.64    8.42    4.98    3.64    8.42    4.98
    2  10252  16S  99D CB  CG    116  781   12.39    3.52    8.88    5.29    3.52    8.88    5.29
    3  10253  16S  99D CB  OD1   116  782   11.53    3.36    8.16    4.92    3.36    8.16    4.92
    4  10254  16S  99D CB  OD2   116  783   13.62    4.26    9.36    5.32    4.26    9.36    5.32

-------------------------------------------------------------------------------------------------

Feature 27                           : Distance restraints 5 (X-Y)             
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1  12135  14V 138. N   O6    103 1109    1.14    1.00    0.14   14.48    1.00    0.14   14.48


report______> Distribution of short non-bonded contacts:

  serious non-bonded atom clash:   103 1102   2.247
  serious non-bonded atom clash:   103 1109   1.145

DISTANCE1:  0.00 2.10 2.20 2.30 2.40 2.50 2.60 2.70 2.80 2.90 3.00 3.10 3.20 3.30 3.40
DISTANCE2:  2.10 2.20 2.30 2.40 2.50 2.60 2.70 2.80 2.90 3.00 3.10 3.20 3.30 3.40 3.50
FREQUENCY:     1    0    1    0    2   17   28  105  108  149  161  173  210  199  240


<< end of ENERGY.
iupac_m_397W> Atoms were not swapped because of the uncertainty of how to handle the H atom.
iupac_m_397W> Atoms were not swapped because of the uncertainty of how to handle the H atom.
iupac_m_397W> Atoms were not swapped because of the uncertainty of how to handle the H atom.
iupac_m_397W> Atoms were not swapped because of the uncertainty of how to handle the H atom.


>> ENERGY; Differences between the model's features and restraints:
Number of all residues in MODEL                   :      140
Number of all, selected real atoms                :     1139    1139
Number of all, selected pseudo atoms              :        0       0
Number of all static, selected restraints         :    12135   12135
COVALENT_CYS                                      :        F
NONBONDED_SEL_ATOMS                               :        1
Number of non-bonded pairs (excluding 1-2,1-3,1-4):     2929
Dynamic pairs routine                             : 2, NATM x NATM cell sorting
Atomic shift for contacts update (UPDATE_DYNAMIC) :    0.390
LENNARD_JONES_SWITCH                              :    6.500   7.500
COULOMB_JONES_SWITCH                              :    6.500   7.500
RESIDUE_SPAN_RANGE                                :        0   99999
NLOGN_USE                                         :       15
CONTACT_SHELL                                     :    4.000
DYNAMIC_PAIRS,_SPHERE,_COULOMB,_LENNARD,_MODELLER :        T       T       F       F       F
SPHERE_STDV                                       :    0.050
RADII_FACTOR                                      :    0.820
Current energy                                    :        3908.7000





Summary of the restraint violations: 

   NUM     ... number of restraints.
   NUMVI   ... number of restraints with RVIOL > VIOL_REPORT_CUT[i].
   RVIOL   ... relative difference from the best value.
   NUMVP   ... number of restraints with -Ln(pdf) > VIOL_REPORT_CUT2[i].
   RMS_1   ... RMS(feature, minimally_violated_basis_restraint, NUMB).
   RMS_2   ... RMS(feature, best_value, NUMB).
   MOL.PDF ... scaled contribution to -Ln(Molecular pdf).

 #                     RESTRAINT_GROUP      NUM   NUMVI  NUMVP   RMS_1   RMS_2         MOL.PDF     S_i
------------------------------------------------------------------------------------------------------
 1 Bond length potential              :    1119      14     23   0.034   0.034      395.00       1.000
 2 Bond angle potential               :    1504      13     43   3.903   3.903      461.50       1.000
 3 Stereochemical cosine torsion poten:     713       0     40  50.325  50.325      281.53       1.000
 4 Stereochemical improper torsion pot:     461       1      5   2.600   2.600      61.319       1.000
 5 Soft-sphere overlap restraints     :    2929       5      6   0.034   0.034      396.77       1.000
 6 Lennard-Jones 6-12 potential       :       0       0      0   0.000   0.000      0.0000       1.000
 7 Coulomb point-point electrostatic p:       0       0      0   0.000   0.000      0.0000       1.000
 8 H-bonding potential                :       0       0      0   0.000   0.000      0.0000       1.000
 9 Distance restraints 1 (CA-CA)      :    2215      29     59   0.720   0.720      812.44       1.000
10 Distance restraints 2 (N-O)        :    2371      24     51   0.625   0.625      636.30       1.000
11 Mainchain Phi dihedral restraints  :       0       0      0   0.000   0.000      0.0000       1.000
12 Mainchain Psi dihedral restraints  :       0       0      0   0.000   0.000      0.0000       1.000
13 Mainchain Omega dihedral restraints:     136       1      5   6.477   6.477      67.278       1.000
14 Sidechain Chi_1 dihedral restraints:     121       0      4  78.393  78.393      54.000       1.000
15 Sidechain Chi_2 dihedral restraints:      87       0      2  83.896  83.896      44.822       1.000
16 Sidechain Chi_3 dihedral restraints:      35       0      0  75.471  75.471      20.521       1.000
17 Sidechain Chi_4 dihedral restraints:      22       0      0  82.028  82.028      13.721       1.000
18 Disulfide distance restraints      :       3       0      0   0.041   0.041     0.86805       1.000
19 Disulfide angle restraints         :       6       0      0   4.187   4.187      2.3222       1.000
20 Disulfide dihedral angle restraints:       3       0      0  12.296  12.296     0.52349       1.000
21 Lower bound distance restraints    :       0       0      0   0.000   0.000      0.0000       1.000
22 Upper bound distance restraints    :       0       0      0   0.000   0.000      0.0000       1.000
23 Distance restraints 3 (SDCH-MNCH)  :    1316       0      0   0.446   0.446      46.921       1.000
24 Sidechain Chi_5 dihedral restraints:       0       0      0   0.000   0.000      0.0000       1.000
25 Phi/Psi pair of dihedral restraints:     135      21     24  33.693  65.627      136.72       1.000
26 Distance restraints 4 (SDCH-SDCH)  :     498       4     16   1.395   1.395      150.51       1.000
27 Distance restraints 5 (X-Y)        :    1390       7     30   0.145   0.145      325.64       1.000
28 NMR distance restraints 6 (X-Y)    :       0       0      0   0.000   0.000      0.0000       1.000
29 NMR distance restraints 7 (X-Y)    :       0       0      0   0.000   0.000      0.0000       1.000
30 Minimal distance restraints        :       0       0      0   0.000   0.000      0.0000       1.000
31 Non-bonded restraints              :       0       0      0   0.000   0.000      0.0000       1.000
32 Atomic accessibility restraints    :       0       0      0   0.000   0.000      0.0000       1.000
33 Atomic density restraints          :       0       0      0   0.000   0.000      0.0000       1.000
34 Absolute position restraints       :       0       0      0   0.000   0.000      0.0000       1.000
35 Dihedral angle difference restraint:       0       0      0   0.000   0.000      0.0000       1.000
36 GBSA implicit solvent potential    :       0       0      0   0.000   0.000      0.0000       1.000
37 EM density fitting potential       :       0       0      0   0.000   0.000      0.0000       1.000
38 SAXS restraints                    :       0       0      0   0.000   0.000      0.0000       1.000
39 Symmetry restraints                :       0       0      0   0.000   0.000      0.0000       1.000



# Heavy relative violation of each residue is written to: sequence.V99990002
# The profile is NOT normalized by the number of restraints.
# The profiles are smoothed over a window of residues:    1
# The sum of all numbers in the file:   22645.0957



List of the violated restraints:
   A restraint is violated when the relative difference
   from the best value (RVIOL) is larger than CUTOFF.

   ICSR   ... index of a restraint in the current set.
   RESNO  ... residue numbers of the first two atoms.
   ATM    ... IUPAC atom names of the first two atoms.
   FEAT   ... the value of the feature in the model.
   restr  ... the mean of the basis restraint with the smallest
              difference from the model (local minimum).
   viol   ... difference from the local minimum.
   rviol  ... relative difference from the local minimum.
   RESTR  ... the best value (global minimum).
   VIOL   ... difference from the best value.
   RVIOL  ... relative difference from the best value.


-------------------------------------------------------------------------------------------------

Feature  1                           : Bond length potential                   
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1    103  13C  14V C   N     101  103    1.55    1.35    0.21    7.28    1.35    0.21    7.28
    2    107  14V  14V N   CA    103  104    1.77    1.43    0.34   11.29    1.43    0.34   11.29
    3    109  14V  14V C   CA    108  104    1.94    1.49    0.45   12.95    1.49    0.45   12.95
    4    110  14V  15G C   N     108  110    1.63    1.35    0.28   10.05    1.35    0.28   10.05
    5    111  15G  15G N   CA    110  111    1.77    1.43    0.34   11.16    1.43    0.34   11.16
    6    113  15G  15G C   CA    112  111    1.90    1.49    0.41   12.03    1.49    0.41   12.03
    7    114  15G  16S C   N     112  114    1.63    1.35    0.29   10.18    1.35    0.29   10.18
    8    117  16S  16S N   CA    114  115    1.72    1.43    0.29    9.40    1.43    0.29    9.40
    9    119  16S  16S C   CA    118  115    1.78    1.49    0.29    8.41    1.49    0.29    8.41
   10    120  16S  17E C   N     118  120    1.51    1.35    0.16    5.85    1.35    0.16    5.85
   11    126  17E  17E N   CA    120  121    1.61    1.43    0.18    6.05    1.43    0.18    6.05
   12    128  17E  17E C   CA    127  121    1.67    1.49    0.18    5.11    1.49    0.18    5.11
   13    129  17E  18A C   N     127  129    1.48    1.35    0.14    4.85    1.35    0.14    4.85
   14    131  18A  18A N   CA    129  130    1.57    1.43    0.14    4.63    1.43    0.14    4.63

-------------------------------------------------------------------------------------------------

Feature  2                           : Bond angle potential                    
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   1234  11V  11V N   CA     82   83  125.22  107.00   18.22    5.24  107.00   18.22    5.24
    2   1263  14V  14V N   CA    103  104  137.09  107.00   30.09    8.65  107.00   30.09    8.65
    3   1267  14V  14V CA  C     104  108  136.89  116.50   20.39    5.86  116.50   20.39    5.86
    4   1270  14V  15G C   N     108  110  143.32  120.00   23.32    5.30  120.00   23.32    5.30
    5   1272  15G  15G N   CA    110  111  138.74  107.00   31.74    9.13  107.00   31.74    9.13
    6   1274  15G  15G CA  C     111  112  137.97  116.50   21.47    6.17  116.50   21.47    6.17
    7   1275  15G  16S C   N     112  114  141.68  120.00   21.68    4.93  120.00   21.68    4.93
    8   1278  16S  16S N   CA    114  115  134.82  107.00   27.82    8.00  107.00   27.82    8.00
    9   1286  17E  17E N   CA    120  121  129.32  107.00   22.32    6.42  107.00   22.32    6.42
   10   1981  78W  78W N   CA    627  628  123.10  107.00   16.10    4.63  107.00   16.10    4.63
   11   2080  88D  88D N   CA    697  698  127.69  107.00   20.69    5.95  107.00   20.69    5.95

-------------------------------------------------------------------------------------------------

Feature  9                           : Distance restraints 1 (CA-CA)           
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   4357  16S  54D CA  CA    115  431    9.92    5.80    4.12    8.49    5.80    4.12    8.49
    2   4358  16S  55T CA  CA    115  439    7.91    5.51    2.40    5.53    5.51    2.40    5.53
    3   4359  16S  56S CA  CA    115  446   11.04    6.77    4.27    7.85    6.77    4.27    7.85
    4   4371  16S  99D CA  CA    115  779   10.35    4.93    5.42    9.90    4.93    5.42    9.90
    5   4391  17E  54D CA  CA    121  431    6.72    4.29    2.43    5.58    4.29    2.43    5.58

-------------------------------------------------------------------------------------------------

Feature 10                           : Distance restraints 2 (N-O)             
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   6563  16S  52S N   O     114  418   12.74    9.40    3.34    4.51    9.40    3.34    4.51
    2   6564  16S  53R N   O     114  429   10.17    6.35    3.82    6.97    6.35    3.82    6.97
    3   6566  16S  55T N   O     114  444    9.02    6.09    2.93    5.59    6.09    2.93    5.59
    4   6567  16S  56S N   O     114  450   12.41    7.78    4.64    6.82    7.78    4.64    6.82
    5   6573  16S  97L N   O     114  770   10.90    5.18    5.72    9.12    5.18    5.72    9.12
    6   6574  16S  98T N   O     114  777    9.81    5.41    4.40    6.36    5.41    4.40    6.36
    7   6575  16S  99D N   O     114  785   10.88    6.03    4.85    6.67    6.03    4.85    6.67
    8   7316  54D  16S N   O     430  119    7.25    4.59    2.65    4.80    4.59    2.65    4.80
    9   7342  55T  16S N   O     438  119    6.07    3.07    3.01    6.46    3.07    3.01    6.46
   10   7369  56S  16S N   O     445  119    7.54    4.83    2.71    4.56    4.83    2.71    4.56
   11   8023  86G  63N N   O     684  508   10.58    7.27    3.31    4.67    7.27    3.31    4.67
   12   8033  87K  63N N   O     688  508   11.90    8.66    3.24    5.41    8.66    3.24    5.41

-------------------------------------------------------------------------------------------------

Feature 25                           : Phi/Psi pair of dihedral restraints     
List of the RVIOL violations larger than   :       6.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   3810   1M   2Q C   N       7    9 -103.97 -121.10   20.21    0.62  -63.80  173.98   23.66
    1          2Q   2Q N   CA      9   10  128.98  139.70                  -40.30
    2   3811   2Q   3K C   N      16   18 -117.37 -118.00   20.06    0.98  -62.90  169.06   25.20
    2          3K   3K N   CA     18   19  159.15  139.10                  -40.80
    3   3812   3K   4L C   N      25   27  -83.55 -108.50   38.70    1.77  -63.50  145.50   19.14
    3          4L   4L N   CA     27   28  102.91  132.50                  -41.20
    4   3815   6I   7F C   N      49   51 -143.65 -124.20   28.54    1.58  -63.20 -174.88   21.31
    4          7F   7F N   CA     51   52  122.42  143.30                  -44.30
    5   3816   7F   8A C   N      60   62  172.53 -134.00   55.29    1.37  -62.50 -158.50   39.55
    5          8A   8A N   CA     62   63  161.04  147.00                  -40.90
    6   3817   8A   9L C   N      65   67 -122.61 -108.50   31.92    1.82  -63.50  156.65   19.33
    6          9L   9L N   CA     67   68  103.87  132.50                  -41.20
    7   3820  11V  12L C   N      87   89 -177.59 -108.50  106.44    4.87  -63.50  155.27   28.14
    7         12L  12L N   CA     89   90 -146.53  132.50                  -41.20
    8   3823  14V  15G C   N     108  110  167.12 -167.20   27.84    0.82   82.20  177.03   12.41
    8         15G  15G N   CA    110  111  163.83  174.60                    8.50
    9   3824  15G  16S C   N     112  114 -162.07 -136.60   79.11    3.40  -64.10  139.21   17.10
    9         16S  16S N   CA    114  115 -133.90  151.20                  -35.00
   10   3826  17E  18A C   N     127  129  142.17 -134.00   90.11    2.07  -68.20  153.61   11.78
   10         18A  18A N   CA    129  130 -179.95  147.00                  145.30
   11   3844  35F  36E C   N     274  276   48.36   54.60    6.43    0.66  -63.60  140.13   24.05
   11         36E  36E N   CA    276  277   43.97   42.40                  -40.30
   12   3859  50E  51S C   N     405  407 -153.47  -64.10  106.96   10.22  -64.10  106.96   10.22
   12         51S  51S N   CA    407  408   23.78  -35.00                  -35.00
   13   3860  51S  52S C   N     411  413   52.49   56.90    5.07    0.42  -64.10  138.04   18.06
   13         52S  52S N   CA    413  414   38.90   36.40                  -35.00
   14   3871  62R  63N C   N     499  501  -77.30 -119.90   55.66    2.99  -63.20  146.76   19.14
   14         63N  63N N   CA    501  502  172.82  137.00                  -41.10
   15   3872  63N  64G C   N     507  509  -58.23  -62.40   25.74    4.06   82.20  142.52   10.34
   15         64G  64G N   CA    509  510  -15.80  -41.20                    8.50
   16   3896  87K  88D C   N     695  697  161.12  -96.50  102.99    4.20  -63.30 -162.88   22.04
   16         88D  88D N   CA    697  698  103.09  114.20                  -40.00
   17   3920 111I 112Y C   N     872  874  -54.40  -98.40   50.54    3.31  -63.50  147.22   23.83
   17        112Y 112Y N   CA    874  875  103.54  128.40                  -43.40
   18   3923 114R 115H C   N     904  906  -86.30 -125.60   66.46    1.73  -63.20  129.58   14.90
   18        115H 115H N   CA    906  907   85.20  138.80                  -42.30
   19   3924 115H 116R C   N     914  916  -54.36  -63.00   41.24    5.05 -125.20  155.10    8.54
   19        116R 116R N   CA    916  917  -81.43  -41.10                  140.60
   20   3935 126H 127C C   N    1020 1022 -126.13  -63.00   74.99    9.60  -63.00   74.99    9.60
   20        127C 127C N   CA   1022 1023   -0.63  -41.10                  -41.10
   21   3942 133D 134I C   N    1068 1070  -86.18  -63.40   62.63    9.63  -63.40   62.63    9.63
   21        134I 134I N   CA   1070 1071   14.73  -43.60                  -43.60

-------------------------------------------------------------------------------------------------

Feature 26                           : Distance restraints 4 (SDCH-SDCH)       
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1  10251  16S  99D CB  CB    116  780   11.87    3.64    8.24    4.87    3.64    8.24    4.87
    2  10252  16S  99D CB  CG    116  781   12.31    3.52    8.79    5.24    3.52    8.79    5.24
    3  10253  16S  99D CB  OD1   116  782   11.51    3.36    8.14    4.91    3.36    8.14    4.91
    4  10254  16S  99D CB  OD2   116  783   13.54    4.26    9.28    5.27    4.26    9.28    5.27

-------------------------------------------------------------------------------------------------

Feature 27                           : Distance restraints 5 (X-Y)             
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1  11112 114R 138. CA  O6    896 1109    7.78    6.81    0.96    4.82    6.81    0.96    4.82
    2  12135  14V 138. N   O6    103 1109    1.14    1.00    0.14   13.86    1.00    0.14   13.86


report______> Distribution of short non-bonded contacts:

  serious non-bonded atom clash:   103 1102   2.243
  serious non-bonded atom clash:   103 1109   1.139

DISTANCE1:  0.00 2.10 2.20 2.30 2.40 2.50 2.60 2.70 2.80 2.90 3.00 3.10 3.20 3.30 3.40
DISTANCE2:  2.10 2.20 2.30 2.40 2.50 2.60 2.70 2.80 2.90 3.00 3.10 3.20 3.30 3.40 3.50
FREQUENCY:     1    0    1    0    1   22   22  102   90  163  165  159  189  218  221


<< end of ENERGY.

>> Summary of successfully produced models:
Filename                          molpdf
----------------------------------------
sequence.B99990001.pdb        3882.28516
sequence.B99990002.pdb        3908.69995

mod1.png

Видим сдвиг лиганда правда не очень значительный, но по скорам различие существенно

Аланиновый вариант

In [74]:
alignm=modeller.alignment(env)
In [70]:
print(len(st))
144
In [76]:
ala = 'A' * 144 + '...'
alignm.append_sequence(ala)
## создадим модель
mdl = modeller.model(env, file='1lmp.pdb', model_segment=('FIRST:'+'A', 'LAST:'+'A'))
## и добавим в выравнивание
alignm.append_model(mdl, atom_files='1lmp.pdb', align_codes='1lmp')
## есть смысл поправить идентификаторы
alignm[0].code = 'sequence'
alignm[1].code = '3D'
In [77]:
alignm.salign()
alignm.write(file='ala.ali', alignment_format='PIR')
SALIGN_____> adding the next group to the alignment; iteration    1
In [79]:
cat! ala.ali
cat: '!': No such file or directory

>P1;sequence
sequence::1    : :+147 : :undefined:undefined:-1.00:-1.00
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA...*

>P1;3D
structureX:1lmp.pdb:   1 :A:+132 :A:MOL_ID  1; MOLECULE  LYSOZYME; CHAIN  A; SYNONYM  MUCOPEPTIDE N-ACETYLMURAMYLHYDROLASE; EC  3.2.1.17:MOL_ID  1; ORGANISM_SCIENTIFIC  ONCORHYNCHUS MYKISS; ORGANISM_COMMON  RAINBOW TROUT; ORGANISM_TAXID  8022; ORGAN  KIDNEY: 2.00: 0.16
KVYDRCELARALKASGMDGYAGNSLPNWVCLSKWESSYNTQATNRNTDGSTDYGIFQINSRY-------------
--WCDDGRTPGAKNVCGIRCSQLLTDDLTVAIRCAKRVVLDPNGIGAWVAWRLHCQNQDLRSYVAGCGV...*
In [80]:
a = modeller.automodel.automodel(env, alnfile='ala.ali', knowns = alignm[1].code, sequence = alignm[0].code )

a.name='mod'+alignm[0].code
a.starting_model = 1
a.ending_model = 2
a.make()
automodel__W> Topology and/or parameter libraries already in memory. These will
                be used instead of the automodel defaults. If this is not what you
                want, clear them before creating the automodel object with
                env.libs.topology.clear() and env.libs.parameters.clear()
fndatmi_285W> Only      129 residues out of      132 contain atoms of type  CA
              (This is usually caused by non-standard residues, such
              as ligands, or by PDB files with missing atoms.)
fndatmi_285W> Only      129 residues out of      132 contain atoms of type  CA
              (This is usually caused by non-standard residues, such
              as ligands, or by PDB files with missing atoms.)

check_ali___> Checking the sequence-structure alignment. 

Implied intrachain target CA(i)-CA(i+1) distances longer than  8.0 angstroms:

ALN_POS  TMPL  RID1  RID2  NAM1  NAM2     DIST
----------------------------------------------
END OF TABLE

getf_______W> RTF restraint not found in the atoms list:
              residue type, indices:     1   144
              atom names           : C     +N
              atom indices         :   719     0

getf_______W> RTF restraint not found in the atoms list:
              residue type, indices:     1   144
              atom names           : C     CA    +N    O
              atom indices         :   719   717     0   720
fndatmi_285W> Only      129 residues out of      132 contain atoms of type  CA
              (This is usually caused by non-standard residues, such
              as ligands, or by PDB files with missing atoms.)
mdtrsr__446W> A potential that relies on one protein is used, yet you have at
              least one known structure available. MDT, not library, potential is used.
iup2crm_280W> No topology library in memory or assigning a BLK residue.
              Default CHARMM atom type assigned:  C1 -->  CT2
              This message is written only for the first such atom.
43 atoms in HETATM/BLK residues constrained
to protein atoms within 2.30 angstroms
and protein CA atoms within 10.00 angstroms
43 atoms in residues without defined topology
constrained to be rigid bodies
condens_443_> Restraints marked for deletion were removed.
              Total number of restraints before, now:    10460     9747


>> ENERGY; Differences between the model's features and restraints:
Number of all residues in MODEL                   :      147
Number of all, selected real atoms                :      764     764
Number of all, selected pseudo atoms              :        0       0
Number of all static, selected restraints         :     9747    9747
COVALENT_CYS                                      :        F
NONBONDED_SEL_ATOMS                               :        1
Number of non-bonded pairs (excluding 1-2,1-3,1-4):     1439
Dynamic pairs routine                             : 2, NATM x NATM cell sorting
Atomic shift for contacts update (UPDATE_DYNAMIC) :    0.390
LENNARD_JONES_SWITCH                              :    6.500   7.500
COULOMB_JONES_SWITCH                              :    6.500   7.500
RESIDUE_SPAN_RANGE                                :        0   99999
NLOGN_USE                                         :       15
CONTACT_SHELL                                     :    4.000
DYNAMIC_PAIRS,_SPHERE,_COULOMB,_LENNARD,_MODELLER :        T       T       F       F       F
SPHERE_STDV                                       :    0.050
RADII_FACTOR                                      :    0.820
Current energy                                    :         905.8965





Summary of the restraint violations: 

   NUM     ... number of restraints.
   NUMVI   ... number of restraints with RVIOL > VIOL_REPORT_CUT[i].
   RVIOL   ... relative difference from the best value.
   NUMVP   ... number of restraints with -Ln(pdf) > VIOL_REPORT_CUT2[i].
   RMS_1   ... RMS(feature, minimally_violated_basis_restraint, NUMB).
   RMS_2   ... RMS(feature, best_value, NUMB).
   MOL.PDF ... scaled contribution to -Ln(Molecular pdf).

 #                     RESTRAINT_GROUP      NUM   NUMVI  NUMVP   RMS_1   RMS_2         MOL.PDF     S_i
------------------------------------------------------------------------------------------------------
 1 Bond length potential              :     720       0      0   0.008   0.008      12.384       1.000
 2 Bond angle potential               :    1007       2     10   2.653   2.653      147.85       1.000
 3 Stereochemical cosine torsion poten:     292       0     40  78.597  78.597      294.60       1.000
 4 Stereochemical improper torsion pot:     288       0      0   1.101   1.101      8.8700       1.000
 5 Soft-sphere overlap restraints     :    1439       2      3   0.012   0.012      24.840       1.000
 6 Lennard-Jones 6-12 potential       :       0       0      0   0.000   0.000      0.0000       1.000
 7 Coulomb point-point electrostatic p:       0       0      0   0.000   0.000      0.0000       1.000
 8 H-bonding potential                :       0       0      0   0.000   0.000      0.0000       1.000
 9 Distance restraints 1 (CA-CA)      :    2405       0      1   0.277   0.277      71.617       1.000
10 Distance restraints 2 (N-O)        :    2564       0      8   0.405   0.405      157.82       1.000
11 Mainchain Phi dihedral restraints  :       0       0      0   0.000   0.000      0.0000       1.000
12 Mainchain Psi dihedral restraints  :       0       0      0   0.000   0.000      0.0000       1.000
13 Mainchain Omega dihedral restraints:     143       3      6   6.482   6.482      70.862       1.000
14 Sidechain Chi_1 dihedral restraints:       0       0      0   0.000   0.000      0.0000       1.000
15 Sidechain Chi_2 dihedral restraints:       0       0      0   0.000   0.000      0.0000       1.000
16 Sidechain Chi_3 dihedral restraints:       0       0      0   0.000   0.000      0.0000       1.000
17 Sidechain Chi_4 dihedral restraints:       0       0      0   0.000   0.000      0.0000       1.000
18 Disulfide distance restraints      :       0       0      0   0.000   0.000      0.0000       1.000
19 Disulfide angle restraints         :       0       0      0   0.000   0.000      0.0000       1.000
20 Disulfide dihedral angle restraints:       0       0      0   0.000   0.000      0.0000       1.000
21 Lower bound distance restraints    :       0       0      0   0.000   0.000      0.0000       1.000
22 Upper bound distance restraints    :       0       0      0   0.000   0.000      0.0000       1.000
23 Distance restraints 3 (SDCH-MNCH)  :     722       0      0   0.267   0.267      5.7916       1.000
24 Sidechain Chi_5 dihedral restraints:       0       0      0   0.000   0.000      0.0000       1.000
25 Phi/Psi pair of dihedral restraints:     142      35     23  34.761  85.530      85.275       1.000
26 Distance restraints 4 (SDCH-SDCH)  :      63       0      0   0.481   0.481      1.2453       1.000
27 Distance restraints 5 (X-Y)        :    1401       0      2   0.046   0.046      24.739       1.000
28 NMR distance restraints 6 (X-Y)    :       0       0      0   0.000   0.000      0.0000       1.000
29 NMR distance restraints 7 (X-Y)    :       0       0      0   0.000   0.000      0.0000       1.000
30 Minimal distance restraints        :       0       0      0   0.000   0.000      0.0000       1.000
31 Non-bonded restraints              :       0       0      0   0.000   0.000      0.0000       1.000
32 Atomic accessibility restraints    :       0       0      0   0.000   0.000      0.0000       1.000
33 Atomic density restraints          :       0       0      0   0.000   0.000      0.0000       1.000
34 Absolute position restraints       :       0       0      0   0.000   0.000      0.0000       1.000
35 Dihedral angle difference restraint:       0       0      0   0.000   0.000      0.0000       1.000
36 GBSA implicit solvent potential    :       0       0      0   0.000   0.000      0.0000       1.000
37 EM density fitting potential       :       0       0      0   0.000   0.000      0.0000       1.000
38 SAXS restraints                    :       0       0      0   0.000   0.000      0.0000       1.000
39 Symmetry restraints                :       0       0      0   0.000   0.000      0.0000       1.000



# Heavy relative violation of each residue is written to: sequence.V99990001
# The profile is NOT normalized by the number of restraints.
# The profiles are smoothed over a window of residues:    1
# The sum of all numbers in the file:   15746.2129



List of the violated restraints:
   A restraint is violated when the relative difference
   from the best value (RVIOL) is larger than CUTOFF.

   ICSR   ... index of a restraint in the current set.
   RESNO  ... residue numbers of the first two atoms.
   ATM    ... IUPAC atom names of the first two atoms.
   FEAT   ... the value of the feature in the model.
   restr  ... the mean of the basis restraint with the smallest
              difference from the model (local minimum).
   viol   ... difference from the local minimum.
   rviol  ... relative difference from the local minimum.
   RESTR  ... the best value (global minimum).
   VIOL   ... difference from the best value.
   RVIOL  ... relative difference from the best value.


-------------------------------------------------------------------------------------------------

Feature  2                           : Bond angle potential                    
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   1156  63A  63A N   CA    311  312  123.44  107.00   16.44    4.73  107.00   16.44    4.73

-------------------------------------------------------------------------------------------------

Feature 13                           : Mainchain Omega dihedral restraints     
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   2485  36A  36A CA  C     177  179 -155.18 -180.00   24.82    4.96 -180.00   24.82    4.96

-------------------------------------------------------------------------------------------------

Feature 25                           : Phi/Psi pair of dihedral restraints     
List of the RVIOL violations larger than   :       6.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   2309   2A   3A C   N       9   11  -66.70  -62.50    4.37    0.88  -68.20  172.63   13.98
    1          3A   3A N   CA     11   12  -42.07  -40.90                  145.30
    2   2310   3A   4A C   N      14   16   70.96  -68.20  139.76   11.40  -68.20  139.76   11.40
    2          4A   4A N   CA     16   17  132.36  145.30                  145.30
    3   2322  15A  16A C   N      74   76   78.40   55.40   26.60    1.96  -62.50  155.47   31.59
    3         16A  16A N   CA     76   77   24.84   38.20                  -40.90
    4   2325  18A  19A C   N      89   91   66.13   55.40   23.70    0.86  -62.50  141.09   28.65
    4         19A  19A N   CA     91   92   17.07   38.20                  -40.90
    5   2327  20A  21A C   N      99  101   53.79   55.40    4.30    0.39  -62.50  138.43   28.12
    5         21A  21A N   CA    101  102   34.21   38.20                  -40.90
    6   2328  21A  22A C   N     104  106   61.76   55.40    8.76    0.48  -62.50  144.16   29.31
    6         22A  22A N   CA    106  107   32.17   38.20                  -40.90
    7   2343  36A  37A C   N     179  181   81.22   55.40  149.74   11.16  -62.50 -163.91   30.56
    7         37A  37A N   CA    181  182 -174.30   38.20                  -40.90
    8   2355  48A  49A C   N     239  241   84.47   55.40   39.13    2.22  -62.50  156.21   31.59
    8         49A  49A N   CA    241  242   12.02   38.20                  -40.90
    9   2360  53A  54A C   N     264  266   90.78 -134.00  140.60    3.43  -62.50 -156.67   31.93
    9         54A  54A N   CA    266  267 -174.50  147.00                  -40.90
   10   2363  56A  57A C   N     279  281   59.75   55.40   15.12    1.27  -62.50  153.95   31.15
   10         57A  57A N   CA    281  282   52.68   38.20                  -40.90
   11   2368  61A  62A C   N     304  306  -66.58  -62.50   41.69    6.64  -62.50   41.69    6.64
   11         62A  62A N   CA    306  307    0.59  -40.90                  -40.90
   12   2369  62A  63A C   N     309  311 -116.58  -62.50   91.14   17.78  -62.50   91.14   17.78
   12         63A  63A N   CA    311  312 -114.26  -40.90                  -40.90
   13   2370  63A  64A C   N     314  316  -57.48  -68.20   10.88    0.86  -62.50  175.74   28.56
   13         64A  64A N   CA    316  317  143.44  145.30                  -40.90
   14   2371  64A  65A C   N     319  321 -167.78 -134.00   34.84    0.87  -62.50 -165.45   37.47
   14         65A  65A N   CA    321  322  155.50  147.00                  -40.90
   15   2372  65A  66A C   N     324  326 -107.02 -134.00   35.76    0.99  -62.50  170.34   26.12
   15         66A  66A N   CA    326  327  123.52  147.00                  -40.90
   16   2373  66A  67A C   N     329  331 -161.05 -134.00   28.51    1.29  -62.50 -155.73   30.60
   16         67A  67A N   CA    331  332  138.02  147.00                  -40.90
   17   2374  67A  68A C   N     334  336  155.52 -134.00   74.33    1.75  -62.50 -154.56   40.92
   17         68A  68A N   CA    336  337  170.62  147.00                  -40.90
   18   2375  68A  69A C   N     339  341  -69.85  -68.20   11.63    0.88  -62.50  162.46   26.99
   18         69A  69A N   CA    341  342  156.81  145.30                  -40.90
   19   2376  69A  70A C   N     344  346  -58.30  -68.20   25.66    1.73  -62.50  162.58   26.85
   19         70A  70A N   CA    346  347  121.63  145.30                  -40.90
   20   2377  70A  71A C   N     349  351  162.32 -134.00   68.83    1.57  -62.50 -161.02   39.54
   20         71A  71A N   CA    351  352  173.10  147.00                  -40.90
   21   2378  71A  72A C   N     354  356 -124.49 -134.00   16.21    0.59  -62.50 -174.56   28.09
   21         72A  72A N   CA    356  357  133.87  147.00                  -40.90
   22   2379  72A  73A C   N     359  361  175.46 -134.00   55.32    1.26  -62.50 -166.92   38.00
   22         73A  73A N   CA    361  362  169.48  147.00                  -40.90
   23   2380  73A  74A C   N     364  366   89.71 -134.00  136.97    4.04  -62.50 -140.28   33.83
   23         74A  74A N   CA    366  367  160.64  147.00                  -40.90
   24   2381  74A  75A C   N     369  371 -124.45 -134.00    9.55    0.31  -62.50 -176.91   33.32
   24         75A  75A N   CA    371  372  146.81  147.00                  -40.90
   25   2382  75A  76A C   N     374  376 -122.73 -134.00   14.87    0.85  -62.50  173.21   31.61
   25         76A  76A N   CA    376  377  156.70  147.00                  -40.90
   26   2383  76A  77A C   N     379  381  168.70 -134.00   61.46    2.90  -62.50 -150.16   31.76
   26         77A  77A N   CA    381  382  124.77  147.00                  -40.90
   27   2388  81A  82A C   N     404  406   79.83   55.40   54.31    1.97  -62.50  145.58   29.04
   27         82A  82A N   CA    406  407  -10.31   38.20                  -40.90
   28   2392  85A  86A C   N     424  426   50.92   55.40   15.62    0.62  -62.50  147.35   29.73
   28         86A  86A N   CA    426  427   53.16   38.20                  -40.90
   29   2395  88A  89A C   N     439  441   72.97   55.40   18.19    2.13  -62.50  159.30   32.38
   29         89A  89A N   CA    441  442   42.92   38.20                  -40.90
   30   2398  91A  92A C   N     454  456   60.66   55.40   12.39    1.17  -62.50  152.73   30.94
   30         92A  92A N   CA    456  457   49.42   38.20                  -40.90
   31   2425 118A 119A C   N     589  591   82.14 -134.00  158.23    3.59  -62.50  179.45   28.81
   31        119A 119A N   CA    591  592 -147.11  147.00                  -40.90
   32   2438 131A 132A C   N     654  656   43.62   55.40   29.98    1.09  -62.50  150.46   30.05
   32        132A 132A N   CA    656  657   65.76   38.20                  -40.90
   33   2440 133A 134A C   N     664  666  -63.81  -62.50   36.75    5.96 -134.00  166.67    7.25
   33        134A 134A N   CA    666  667   -4.17  -40.90                  147.00
   34   2447 140A 141A C   N     699  701   72.39   55.40   43.58    1.59  -62.50  140.40   28.23
   34        141A 141A N   CA    701  702   -1.94   38.20                  -40.90
   35   2449 142A 143A C   N     709  711   62.49   55.40    8.81    0.57  -62.50  145.19   29.52
   35        143A 143A N   CA    711  712   32.98   38.20                  -40.90


report______> Distribution of short non-bonded contacts:


DISTANCE1:  0.00 2.10 2.20 2.30 2.40 2.50 2.60 2.70 2.80 2.90 3.00 3.10 3.20 3.30 3.40
DISTANCE2:  2.10 2.20 2.30 2.40 2.50 2.60 2.70 2.80 2.90 3.00 3.10 3.20 3.30 3.40 3.50
FREQUENCY:     0    0    0    0    1    8    7   51   60   84   80   81  132  124   90


<< end of ENERGY.


>> ENERGY; Differences between the model's features and restraints:
Number of all residues in MODEL                   :      147
Number of all, selected real atoms                :      764     764
Number of all, selected pseudo atoms              :        0       0
Number of all static, selected restraints         :     9747    9747
COVALENT_CYS                                      :        F
NONBONDED_SEL_ATOMS                               :        1
Number of non-bonded pairs (excluding 1-2,1-3,1-4):     1352
Dynamic pairs routine                             : 2, NATM x NATM cell sorting
Atomic shift for contacts update (UPDATE_DYNAMIC) :    0.390
LENNARD_JONES_SWITCH                              :    6.500   7.500
COULOMB_JONES_SWITCH                              :    6.500   7.500
RESIDUE_SPAN_RANGE                                :        0   99999
NLOGN_USE                                         :       15
CONTACT_SHELL                                     :    4.000
DYNAMIC_PAIRS,_SPHERE,_COULOMB,_LENNARD,_MODELLER :        T       T       F       F       F
SPHERE_STDV                                       :    0.050
RADII_FACTOR                                      :    0.820
Current energy                                    :         843.9468





Summary of the restraint violations: 

   NUM     ... number of restraints.
   NUMVI   ... number of restraints with RVIOL > VIOL_REPORT_CUT[i].
   RVIOL   ... relative difference from the best value.
   NUMVP   ... number of restraints with -Ln(pdf) > VIOL_REPORT_CUT2[i].
   RMS_1   ... RMS(feature, minimally_violated_basis_restraint, NUMB).
   RMS_2   ... RMS(feature, best_value, NUMB).
   MOL.PDF ... scaled contribution to -Ln(Molecular pdf).

 #                     RESTRAINT_GROUP      NUM   NUMVI  NUMVP   RMS_1   RMS_2         MOL.PDF     S_i
------------------------------------------------------------------------------------------------------
 1 Bond length potential              :     720       0      0   0.006   0.006      6.8799       1.000
 2 Bond angle potential               :    1007       1      9   2.454   2.454      125.60       1.000
 3 Stereochemical cosine torsion poten:     292       0     38  76.648  76.648      281.57       1.000
 4 Stereochemical improper torsion pot:     288       0      2   1.670   1.670      16.417       1.000
 5 Soft-sphere overlap restraints     :    1352       2      2   0.011   0.011      18.740       1.000
 6 Lennard-Jones 6-12 potential       :       0       0      0   0.000   0.000      0.0000       1.000
 7 Coulomb point-point electrostatic p:       0       0      0   0.000   0.000      0.0000       1.000
 8 H-bonding potential                :       0       0      0   0.000   0.000      0.0000       1.000
 9 Distance restraints 1 (CA-CA)      :    2405       0      0   0.259   0.259      60.590       1.000
10 Distance restraints 2 (N-O)        :    2564       0      5   0.376   0.376      139.29       1.000
11 Mainchain Phi dihedral restraints  :       0       0      0   0.000   0.000      0.0000       1.000
12 Mainchain Psi dihedral restraints  :       0       0      0   0.000   0.000      0.0000       1.000
13 Mainchain Omega dihedral restraints:     143       1      7   5.463   5.463      50.322       1.000
14 Sidechain Chi_1 dihedral restraints:       0       0      0   0.000   0.000      0.0000       1.000
15 Sidechain Chi_2 dihedral restraints:       0       0      0   0.000   0.000      0.0000       1.000
16 Sidechain Chi_3 dihedral restraints:       0       0      0   0.000   0.000      0.0000       1.000
17 Sidechain Chi_4 dihedral restraints:       0       0      0   0.000   0.000      0.0000       1.000
18 Disulfide distance restraints      :       0       0      0   0.000   0.000      0.0000       1.000
19 Disulfide angle restraints         :       0       0      0   0.000   0.000      0.0000       1.000
20 Disulfide dihedral angle restraints:       0       0      0   0.000   0.000      0.0000       1.000
21 Lower bound distance restraints    :       0       0      0   0.000   0.000      0.0000       1.000
22 Upper bound distance restraints    :       0       0      0   0.000   0.000      0.0000       1.000
23 Distance restraints 3 (SDCH-MNCH)  :     722       0      0   0.267   0.267      6.3935       1.000
24 Sidechain Chi_5 dihedral restraints:       0       0      0   0.000   0.000      0.0000       1.000
25 Phi/Psi pair of dihedral restraints:     142      33     20  34.789  80.652      108.40       1.000
26 Distance restraints 4 (SDCH-SDCH)  :      63       0      0   0.556   0.556      1.8087       1.000
27 Distance restraints 5 (X-Y)        :    1401       0      0   0.049   0.049      27.924       1.000
28 NMR distance restraints 6 (X-Y)    :       0       0      0   0.000   0.000      0.0000       1.000
29 NMR distance restraints 7 (X-Y)    :       0       0      0   0.000   0.000      0.0000       1.000
30 Minimal distance restraints        :       0       0      0   0.000   0.000      0.0000       1.000
31 Non-bonded restraints              :       0       0      0   0.000   0.000      0.0000       1.000
32 Atomic accessibility restraints    :       0       0      0   0.000   0.000      0.0000       1.000
33 Atomic density restraints          :       0       0      0   0.000   0.000      0.0000       1.000
34 Absolute position restraints       :       0       0      0   0.000   0.000      0.0000       1.000
35 Dihedral angle difference restraint:       0       0      0   0.000   0.000      0.0000       1.000
36 GBSA implicit solvent potential    :       0       0      0   0.000   0.000      0.0000       1.000
37 EM density fitting potential       :       0       0      0   0.000   0.000      0.0000       1.000
38 SAXS restraints                    :       0       0      0   0.000   0.000      0.0000       1.000
39 Symmetry restraints                :       0       0      0   0.000   0.000      0.0000       1.000



# Heavy relative violation of each residue is written to: sequence.V99990002
# The profile is NOT normalized by the number of restraints.
# The profiles are smoothed over a window of residues:    1
# The sum of all numbers in the file:   14922.2266



List of the violated restraints:
   A restraint is violated when the relative difference
   from the best value (RVIOL) is larger than CUTOFF.

   ICSR   ... index of a restraint in the current set.
   RESNO  ... residue numbers of the first two atoms.
   ATM    ... IUPAC atom names of the first two atoms.
   FEAT   ... the value of the feature in the model.
   restr  ... the mean of the basis restraint with the smallest
              difference from the model (local minimum).
   viol   ... difference from the local minimum.
   rviol  ... relative difference from the local minimum.
   RESTR  ... the best value (global minimum).
   VIOL   ... difference from the best value.
   RVIOL  ... relative difference from the best value.


-------------------------------------------------------------------------------------------------

Feature  2                           : Bond angle potential                    
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   1149  62A  62A N   CA    306  307  134.57  107.00   27.57    7.93  107.00   27.57    7.93

-------------------------------------------------------------------------------------------------

Feature 13                           : Mainchain Omega dihedral restraints     
List of the RVIOL violations larger than   :       4.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   2510  61A  61A CA  C     302  304 -152.43 -180.00   27.57    5.51 -180.00   27.57    5.51

-------------------------------------------------------------------------------------------------

Feature 25                           : Phi/Psi pair of dihedral restraints     
List of the RVIOL violations larger than   :       6.5000

    #   ICSR  RESNO1/2 ATM1/2   INDATM1/2    FEAT   restr    viol   rviol   RESTR    VIOL   RVIOL
    1   2322  15A  16A C   N      74   76   78.76   55.40   27.05    1.99  -62.50  155.70   31.63
    1         16A  16A N   CA     76   77   24.58   38.20                  -40.90
    2   2325  18A  19A C   N      89   91   95.88   55.40  149.67    6.09  -62.50  171.20   29.59
    2         19A  19A N   CA     91   92 -105.90   38.20                  -40.90
    3   2326  19A  20A C   N      94   96   69.42  -68.20  159.03   15.50  -68.20  159.03   15.50
    3         20A  20A N   CA     96   97 -135.00  145.30                  145.30
    4   2328  21A  22A C   N     104  106   92.53   55.40   41.31    3.29  -62.50  166.59   33.75
    4         22A  22A N   CA    106  107   20.10   38.20                  -40.90
    5   2343  36A  37A C   N     179  181   66.34   55.40   13.18    0.90  -62.50  147.47   29.99
    5         37A  37A N   CA    181  182   30.85   38.20                  -40.90
    6   2344  37A  38A C   N     184  186   63.26   55.40   10.95    0.59  -62.50  144.65   29.42
    6         38A  38A N   CA    186  187   30.58   38.20                  -40.90
    7   2356  49A  50A C   N     244  246  174.33 -134.00   75.53    2.36  -68.20  130.47    9.05
    7         50A  50A N   CA    246  247 -157.92  147.00                  145.30
    8   2360  53A  54A C   N     264  266   92.24 -134.00  139.42    3.38  -62.50 -156.09   32.08
    8         54A  54A N   CA    266  267 -173.70  147.00                  -40.90
    9   2363  56A  57A C   N     279  281   61.74   55.40   11.28    1.17  -62.50  152.49   30.92
    9         57A  57A N   CA    281  282   47.53   38.20                  -40.90
   10   2369  62A  63A C   N     309  311  -80.55  -68.20   17.52    1.10  -62.50  162.37   27.53
   10         63A  63A N   CA    311  312  157.73  145.30                  -40.90
   11   2370  63A  64A C   N     314  316 -125.40 -134.00   15.37    0.57  -62.50 -173.90   28.17
   11         64A  64A N   CA    316  317  134.25  147.00                  -40.90
   12   2371  64A  65A C   N     319  321   62.71  -68.20  134.61   12.37  -62.50 -170.34   28.96
   12         65A  65A N   CA    321  322  176.65  145.30                  -40.90
   13   2372  65A  66A C   N     324  326 -130.37 -134.00    5.92    0.36  -62.50 -179.34   33.24
   13         66A  66A N   CA    326  327  151.67  147.00                  -40.90
   14   2373  66A  67A C   N     329  331 -115.15 -134.00   19.72    0.47  -62.50 -174.46   33.20
   14         67A  67A N   CA    331  332  141.19  147.00                  -40.90
   15   2374  67A  68A C   N     334  336  -74.79  -68.20   10.64    0.67  -62.50  165.89   27.81
   15         68A  68A N   CA    336  337  153.66  145.30                  -40.90
   16   2375  68A  69A C   N     339  341  -75.14  -68.20    8.53    0.84  -62.50  179.20   30.00
   16         69A  69A N   CA    341  342  140.35  145.30                  -40.90
   17   2376  69A  70A C   N     344  346 -156.51 -134.00   32.91    1.03  -62.50  175.42   33.74
   17         70A  70A N   CA    346  347  171.00  147.00                  -40.90
   18   2377  70A  71A C   N     349  351  -86.92  -68.20   38.29    3.66  -62.50  154.74   24.28
   18         71A  71A N   CA    351  352  111.91  145.30                  -40.90
   19   2378  71A  72A C   N     354  356  170.41 -134.00   61.72    1.40  -62.50 -166.97   38.20
   19         72A  72A N   CA    356  357  173.81  147.00                  -40.90
   20   2379  72A  73A C   N     359  361  -65.09  -68.20    3.20    0.24  -62.50  174.56   28.73
   20         73A  73A N   CA    361  362  144.56  145.30                  -40.90
   21   2380  73A  74A C   N     364  366  -99.73  -68.20   34.95    3.37  -62.50  175.13   27.12
   21         74A  74A N   CA    366  367  130.23  145.30                  -40.90
   22   2381  74A  75A C   N     369  371  -71.05  -68.20    7.54    0.51  -62.50  167.04   27.80
   22         75A  75A N   CA    371  372  152.28  145.30                  -40.90
   23   2382  75A  76A C   N     374  376 -137.19 -134.00   16.93    0.88  -62.50  172.49   32.27
   23         76A  76A N   CA    376  377  163.63  147.00                  -40.90
   24   2383  76A  77A C   N     379  381 -142.29 -134.00   63.85    3.42  -62.50  134.91   26.31
   24         77A  77A N   CA    381  382 -149.69  147.00                  -40.90
   25   2384  77A  78A C   N     384  386  -62.34  -62.50   47.65    7.80  -62.50   47.65    7.80
   25         78A  78A N   CA    386  387  -88.55  -40.90                  -40.90
   26   2388  81A  82A C   N     404  406   81.07   55.40   57.90    2.09  -62.50  146.12   29.05
   26         82A  82A N   CA    406  407  -13.71   38.20                  -40.90
   27   2392  85A  86A C   N     424  426   52.43   55.40    8.09    0.30  -62.50  143.92   29.14
   27         86A  86A N   CA    426  427   45.72   38.20                  -40.90
   28   2395  88A  89A C   N     439  441   53.59   55.40   30.61    1.70  -62.50  159.69   32.01
   28         89A  89A N   CA    441  442   68.76   38.20                  -40.90
   29   2398  91A  92A C   N     454  456   64.68   55.40    9.78    1.16  -62.50  151.42   30.76
   29         92A  92A N   CA    456  457   41.27   38.20                  -40.90
   30   2425 118A 119A C   N     589  591   82.13 -134.00  157.98    3.59  -62.50  179.82   28.85
   30        119A 119A N   CA    591  592 -147.76  147.00                  -40.90
   31   2438 131A 132A C   N     654  656   47.43   55.40   14.33    0.57  -62.50  142.71   28.79
   31        132A 132A N   CA    656  657   50.11   38.20                  -40.90
   32   2447 140A 141A C   N     699  701   69.72   55.40   35.10    1.27  -62.50  140.34   28.37
   32        141A 141A N   CA    701  702    6.15   38.20                  -40.90
   33   2449 142A 143A C   N     709  711   65.55   55.40   14.01    0.77  -62.50  145.66   29.62
   33        143A 143A N   CA    711  712   28.53   38.20                  -40.90


report______> Distribution of short non-bonded contacts:


DISTANCE1:  0.00 2.10 2.20 2.30 2.40 2.50 2.60 2.70 2.80 2.90 3.00 3.10 3.20 3.30 3.40
DISTANCE2:  2.10 2.20 2.30 2.40 2.50 2.60 2.70 2.80 2.90 3.00 3.10 3.20 3.30 3.40 3.50
FREQUENCY:     0    0    0    0    0    5    9   41   56   72   70   83  113  109  101


<< end of ENERGY.

>> Summary of successfully produced models:
Filename                          molpdf
----------------------------------------
sequence.B99990001.pdb         905.89648
sequence.B99990002.pdb         843.94678

Скоры в данном случае оказались меньше, чем в нативном варианте, однако не очень сильно

mod3.png

И структуры получились очень похожи (голубым - дикий тип, зеленым - гомолог).

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