Model Confidence Factors
SWISS-MODEL (i.e. ProModII) also computes a confidence factor for each
atom in the model structures. This "Model B-factor" is included in
the PDB file returned to the user and occupies the normal B-FACTOR field.
Programs such as the Swiss-PdbViewer allow the colouring of the structure according
to this variable (i.e. colour temperature).
The Model B-factors are determined as follows:
- The number of template structures used for model building.
- The deviation of the model from the template structures.
- The Distance trap value used for framework building.
The Model B-factor is computed as:
A more complex computation, including for example STD deviations for
each atom with respect to the templates, was not implemented.
This would alter the B-factor values by only a few percents, and
thereby not be more informative. I felt that a coarse scale is what
is appropriate to represent the confidence one might have in a model
structure.
Sequence information is also not respected by the factor computation.
This way of computing the Model B-factors will indicated if:
- A model was built based on one or more template structure. A model
build upon only one template structure has a lower confidence (higher
Model B-factor) than one built using several template structures.
- Should one or more of the template structures deviate to much from
the others (more that distance trap), then the factor
<<# selected template str.>> will decrease and the B-factor increase.
This indicates a higher variablitiy in the considered region.
- If the distrance trap is higher than 2.5 Ang. then the Model B-factors
will be increased, since a higher variability is allowed. The opposite
is true if the selected distance trap is lower than 2.5 Ang.
(Default in ProModII is 2.5 Ang).
- All fully rebuilt atoms are very hot.
Caveat:
- Sequence information is not used by ProModII to comput Model B-factors.
This means that a
model built with only one template structure, but being 99% identical
with the template will have far higher B-factors than it should.
However, this is felt to be unimportant, since in this case (only
one or few changes) it is obvious that quasi identical sequences
will have very very similar structures.
Torsten Schwede ,
Manuel C. Peitsch &
Nicolas Guex.